{ "nbformat": 4, "nbformat_minor": 0, "metadata": { "colab": { "name": "econ_323_final_project_aa_dsouza_gen_lang.ipynb", "provenance": [], "collapsed_sections": [], "machine_shape": "hm", "mount_file_id": "1G19fP-pL7z-ABT7gRb1Gm2lWRL6IrPkH", "authorship_tag": "ABX9TyNIOPwB0QdE+Xn01+O6xKz5", "include_colab_link": true }, "kernelspec": { "name": "python3", "display_name": "Python 3" } }, "cells": [ { "cell_type": "markdown", "metadata": { "id": "view-in-github", "colab_type": "text" }, "source": [ "\"Open" ] }, { "cell_type": "markdown", "metadata": { "id": "Dk9wEjkJZ5rs" }, "source": [ "#Gendered Language on University Subreddits - ECON 323 Final Project\n", "\n", "\n", "\n", "> **Author**\n", "- [Amedeus A. Dsouza](https://sites.google.com/view/aadsouza)" ] }, { "cell_type": "markdown", "metadata": { "id": "wVK2-SUcX2fc" }, "source": [ "In this notebook, we seek to understand university culture through comments made on the social media platform Reddit by focusing our analysis on university subreddits which are frequently used by prospective students and current students at both the undergraduate as well as the graduate level. Alice H. Wu (2018) seeks to understand culture in academia through the Economics Job Market Rumors forum. Both Reddit as well as Economics Job Market Rumors offer users a degree of anonymity. Note that therefore, both platforms may be used by people outside the academic communities as well. While Wu (2018) suggests that Economics Job Market Rumors was initially created for discussions surrounding job market placements, interviews, and outcomes, Wu (2018) seeks to understand if there is a distinct stereotypical culture. The author finds that the words \"hotter\", \"pregnant\", and \"plow\" are the most predictive of a post being classified as female while \"homo\", \"testosterone\", and \"chapters\" are predictive of a post being classified as male. Beyond the heteronormativity and misogyny that emerge from the word list, Wu (2018) finds professional words such as \"supervisor\" and \"adviser\" are predictive of a post discussing a male. We apply the same lasso-logistic model and use the similar methods as Wu (2018) to understand if that culture permeates social media forums used by members of the academic community. We are aware that as Wu (2018) discusses, both Reddit as well as Economics Job Market Rumors are moderated communities. Posts that do not meet the respective set of community guidelines may be subject to action by moderators including deletion of the post. Therefore our analysis is limited in that the comments in the dataset that we extract are not necessarily an unbiased reflection of university culture. Also our sample is certainly not random. Not every student and faculty at universities use their respective university subreddit, and subreddits are rarely if ever the primary means of university-level communication." ] }, { "cell_type": "code", "metadata": { "id": "x-6OrFGbvlYz", "outputId": "34156964-0193-4f83-d2ca-f5b8bda1397e", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "#Install on colab or as necessary\n", "! pip install qeds fiona geopandas xgboost gensim folium pyLDAvis descartes psaw pyarrow" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Requirement already satisfied: qeds in /usr/local/lib/python3.6/dist-packages (0.6.2)\n", "Requirement already satisfied: fiona in /usr/local/lib/python3.6/dist-packages (1.8.13.post1)\n", "Requirement already satisfied: geopandas in /usr/local/lib/python3.6/dist-packages (0.7.0)\n", "Requirement already satisfied: xgboost in /usr/local/lib/python3.6/dist-packages (0.90)\n", "Requirement already satisfied: gensim 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"outputId": "7ef1f6c2-23f9-4629-ba09-eb5786c72471", "colab": { "base_uri": "https://localhost:8080/", "height": 136 } }, "source": [ "#Not all packages imported were necessarily used in the analysis\n", "import pandas as pd\n", "import numpy as np\n", "import patsy\n", "import json\n", "import os\n", "from bs4 import BeautifulSoup\n", "import time\n", "import psaw\n", "from google.colab import files\n", "import nltk\n", "import string\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "# activate plot theme\n", "import qeds\n", "qeds.themes.mpl_style();\n", "import pyarrow.feather\n", "import scipy\n", "import pickle\n", "from sklearn.feature_extraction.text import CountVectorizer\n", "from sklearn import model_selection\n", "from sklearn import linear_model\n", "from sklearn.inspection import plot_partial_dependence\n", "from wordcloud import WordCloud\n", "\n", "nltk.download('punkt')\n", "nltk.download('stopwords')\n", "nltk.download('wordnet')" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "[nltk_data] Downloading package punkt to /root/nltk_data...\n", "[nltk_data] Package punkt is already up-to-date!\n", "[nltk_data] Downloading package stopwords to /root/nltk_data...\n", "[nltk_data] Package stopwords is already up-to-date!\n", "[nltk_data] Downloading package wordnet to /root/nltk_data...\n", "[nltk_data] Package wordnet is already up-to-date!\n" ], "name": "stdout" }, { "output_type": "execute_result", "data": { "text/plain": [ "True" ] }, "metadata": { "tags": [] }, "execution_count": 2 } ] }, { "cell_type": "markdown", "metadata": { "id": "FrtrMzsDXJ77" }, "source": [ "## Using PSAW to get data" ] }, { "cell_type": "markdown", "metadata": { "id": "uIqSSDNCXpJB" }, "source": [ "In this section, we leverage [PSAW](https://github.com/dmarx/psaw) which is a wrapper for [Pushshift API](https://github.com/pushshift/api) to build a dataset of less than 3 million Reddit comments made on the subreddits of universities with economics departments in top 35 institutions as of March 2020 according to rankings published by RePEc. You can find the ranking list [here](https://ideas.repec.org/top/top.econdept.html). We note first that the choice of ranking list to use for the analysis was indeed arbitrary. For this analysis we focused on the top 35 institutions. We could not include Paris School of Economics, Toulouse School of Economics, Barcelona Graduate School of Economics, Tilburg University, Graduate School of Business - Columbia University (Columbia University has been entered once). We asked for up to 500,000 comments per subreddit. We wish to emphasize that we do not have 500,000 comments for each subreddit and that some subreddits would be under-represented in the analysis unless weights are attached." ] }, { "cell_type": "markdown", "metadata": { "id": "UxF8dTCxZTRG" }, "source": [ "We strongly recommend running this section in a separate session in order to minimize burdening servers and to efficiently use RAM. We ran this section on Tuesday, April 14 2020. The analysis in this notebook shall be based on data collected on that day." ] }, { "cell_type": "code", "metadata": { "id": "yoRVPR_iX0e6" }, "source": [ "api = psaw.PushshiftAPI()\n", "\n", "harvardgen = api.search_comments(subreddit = \"harvard\", limit = 500000)\n", "harvarddata = pd.DataFrame([i.d_ for i in harvardgen])\n", "\n", "mitgen = api.search_comments(subreddit = \"mit\", limit = 500000)\n", "mitdata = pd.DataFrame([i.d_ for i in mitgen])\n", "\n", "berkeleygen = api.search_comments(subreddit = \"berkeley\", limit = 500000)\n", "berkeleydata = pd.DataFrame([i.d_ for i in berkeleygen])\n", "\n", "uchicagogen = api.search_comments(subreddit = \"uchicago\", limit = 500000)\n", "uchicagodata = pd.DataFrame([i.d_ for i in uchicagogen])\n", "\n", "princetongen = api.search_comments(subreddit = \"princeton\", limit = 500000)\n", "princetondata = pd.DataFrame([i.d_ for i in princetongen])\n", "\n", "stanfordgen = api.search_comments(subreddit = \"stanford\", limit = 500000)\n", "stanforddata = pd.DataFrame([i.d_ for i in stanfordgen])\n", "\n", "oxfordunigen = api.search_comments(subreddit = \"oxforduni\", limit = 500000)\n", "oxfordunidata = pd.DataFrame([i.d_ for i in oxfordunigen])\n", "\n", "columbiagen = api.search_comments(subreddit = \"columbia\", limit = 500000)\n", "columbiadata = pd.DataFrame([i.d_ for i in columbiagen])\n", "\n", "brownugen = api.search_comments(subreddit = \"brownu\", limit = 500000)\n", "brownudata = pd.DataFrame([i.d_ for i in brownugen])\n", "\n", "nyugen = api.search_comments(subreddit = \"nyu\", limit = 500000)\n", "nyudata = pd.DataFrame([i.d_ for i in nyugen])\n", "\n", "yalegen = api.search_comments(subreddit = \"yale\", limit = 500000)\n", "yaledata = pd.DataFrame([i.d_ for i in yalegen])\n", "\n", "bostonugen = api.search_comments(subreddit = \"bostonu\", limit = 500000)\n", "bostonudata = pd.DataFrame([i.d_ for i in bostonugen])\n", "\n", "dartmouthgen = api.search_comments(subreddit = \"dartmouth\", limit = 500000)\n", "dartmouthdata = pd.DataFrame([i.d_ for i in dartmouthgen])\n", "\n", "upenngen = api.search_comments(subreddit = \"upenn\", limit = 500000)\n", "upenndata = pd.DataFrame([i.d_ for i in upenngen])\n", "\n", "ucsdgen = api.search_comments(subreddit = \"ucsd\", limit = 500000)\n", "ucsddata = pd.DataFrame([i.d_ for i in ucsdgen])\n", "\n", "uclgen = api.search_comments(subreddit = \"ucl\", limit = 500000)\n", "ucldata = pd.DataFrame([i.d_ for i in uclgen])\n", "\n", "uclagen = api.search_comments(subreddit = \"ucla\", limit = 500000)\n", "ucladata = pd.DataFrame([i.d_ for i in uclagen])\n", "\n", "northwesterngen = api.search_comments(subreddit = \"northwestern\", limit = 500000)\n", "northwesterndata = pd.DataFrame([i.d_ for i in northwesterngen])\n", "\n", "uwmadisongen = api.search_comments(subreddit = \"uwmadison\", limit = 500000)\n", "uwmadisondata = pd.DataFrame([i.d_ for i in uwmadisongen])\n", "\n", "thelsegen = api.search_comments(subreddit = \"thelse\", limit = 500000)\n", "thelsedata = pd.DataFrame([i.d_ for i in thelsegen])\n", "\n", "msugen = api.search_comments(subreddit = \"msu\", limit = 500000)\n", "msudata = pd.DataFrame([i.d_ for i in msugen])\n", "\n", "uofmgen = api.search_comments(subreddit = \"uofm\", limit = 500000)\n", "uofmdata = pd.DataFrame([i.d_ for i in uofmgen])\n", "\n", "ucdavisgen = api.search_comments(subreddit = \"ucdavis\", limit = 500000)\n", "ucdavisdata = pd.DataFrame([i.d_ for i in ucdavisgen])\n", "\n", "bostoncollegegen = api.search_comments(subreddit = \"bostoncollege\", limit = 500000)\n", "bostoncollegedata = pd.DataFrame([i.d_ for i in bostoncollegegen])\n", "\n", "ubcgen = api.search_comments(subreddit = \"ubc\", limit = 500000)\n", "ubcdata = pd.DataFrame([i.d_ for i in ubcgen])\n", "\n", "georgetowngen = api.search_comments(subreddit = \"georgetown\", limit = 500000)\n", "georgetowndata = pd.DataFrame([i.d_ for i in georgetowngen])\n", "\n", "uscgen = api.search_comments(subreddit = \"usc\", limit = 500000)\n", "uscdata = pd.DataFrame([i.d_ for i in uscgen])\n", "\n", "universityofwarwickgen = api.search_comments(subreddit = \"universityofwarwick\", limit = 500000)\n", "universityofwarwickdata = pd.DataFrame([i.d_ for i in universityofwarwickgen])\n", "\n", "uoftgen = api.search_comments(subreddit = \"uoft\", limit = 500000)\n", "uoftdata = pd.DataFrame([i.d_ for i in uoftgen])\n", "\n", "uongen = api.search_comments(subreddit = \"uon\", limit = 500000)\n", "uondata = pd.DataFrame([i.d_ for i in uongen])\n", "\n", "\n", "unidata = pd.concat([harvarddata, mitdata, berkeleydata, uchicagodata, princetondata, stanforddata, oxfordunidata, columbiadata, brownudata, nyudata, yaledata, bostonudata, dartmouthdata, upenndata, ucsddata, ucldata, ucladata, northwesterndata, uwmadisondata, thelsedata, msudata, uofmdata, ucdavisdata, bostoncollegedata, ubcdata, georgetowndata, uscdata, universityofwarwickdata, uoftdata, uondata])\n", "unibodydata = unidata.loc[:,[\"body\"]]" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "asrwSLJaZCvB" }, "source": [ "unidata = unidata.reset_index()\n", "unidata.to_csv(\"unidata.csv\")" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "8We4K73wXtgT" }, "source": [ "## Understanding the data" ] }, { "cell_type": "markdown", "metadata": { "id": "vL08zb6Pahdd" }, "source": [ "After we download the data we collected in the previous section we import it for analysis." ] }, { "cell_type": "code", "metadata": { "id": "DtCpHuMvvto-", "outputId": "b2cca2cd-2187-49ea-be2e-d005b59c45f3", "colab": { "base_uri": "https://localhost:8080/", "height": 632 } }, "source": [ "#Set directory as necessary\n", "from google.colab import drive\n", "drive.mount(\"/content/drive\")\n", "\n", "unidata = pd.read_csv(\"/content/drive/My Drive/unidata.csv\")\n", "unidata.head()" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "Drive already mounted at /content/drive; to attempt to forcibly remount, call drive.mount(\"/content/drive\", force_remount=True).\n" ], "name": "stdout" }, { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/IPython/core/interactiveshell.py:2718: DtypeWarning: Columns (0,2,3,5,6,7,8,10,11,12,13,14,15,19,21,23,24,26,27,29,30,34,37,38,39,43,44,45,49,50,51,52,53,54,55,56) have mixed types.Specify dtype option on import or set low_memory=False.\n", " interactivity=interactivity, compiler=compiler, result=result)\n" ], "name": "stderr" }, { "output_type": "execute_result", "data": { "text/html": [ "
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Unnamed: 0indexall_awardingsassociated_awardauthorauthor_flair_background_colorauthor_flair_css_classauthor_flair_richtextauthor_flair_template_idauthor_flair_textauthor_flair_text_colorauthor_flair_typeauthor_fullnameauthor_patreon_flairauthor_premiumawardersbodycollapsed_because_crowd_controlcreated_utcgildingsidis_submitterlink_idlockedno_followparent_idpermalinkretrieved_onscoresend_repliesstickiedsubredditsubreddit_idtotal_awards_receivedtreatment_tagscreatedediteddistinguishedauthor_cakedaysteward_reportsupdated_utcgildedauthor_created_utccan_gildcollapsedcollapsed_reasoncontroversialitynest_levelreply_delaysubreddit_name_prefixedsubreddit_typeuser_removedmod_removedremoval_reasonscore_hiddenrte_modepermalink_url
000.0[]NaNeverythingharamNaNNaN[]NaNNaNNaNtextt2_26tskklFalseFalse[]This is an interesting comment. Care to elabor...NaN1.586872e+09{}fndkuxzTruet3_g1196cFalseTruet1_fndkrbe/r/Harvard/comments/g1196c/college_is_making_m...1.5869e+094.0TrueFalseHarvardt5_2qkkm0.0[]1.586872e+09NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
111.0[]NaNDakwonBrownNaNNaN[]NaNNaNNaNtextt2_657iry16FalseFalse[]Are you a director in your life or just an actor?NaN1.586872e+09{}fndkrbeFalset3_g1196cFalseTruet3_g1196c/r/Harvard/comments/g1196c/college_is_making_m...1.5869e+096.0TrueFalseHarvardt5_2qkkm0.0[]1.586872e+09NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
222.0[]NaNcoolcatsarecoldNaNNaN[]NaNNaNNaNtextt2_7rk21FalseFalse[]You over explaining my guyNaN1.586872e+09{}fndkothFalset3_g08gzxFalseTruet1_fndizbt/r/Harvard/comments/g08gzx/the_quad_only_has_g...1.5869e+090.0TrueFalseHarvardt5_2qkkm0.0[]1.586872e+09NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
333.0[]NaNThoreau80NaNNaN[]NaNNaNNaNtextt2_tekuuFalseFalse[]So do something else. Do college when you act...NaN1.586872e+09{}fndjxhlFalset3_g1196cFalseTruet3_g1196c/r/Harvard/comments/g1196c/college_is_making_m...1.5869e+09-1.0TrueFalseHarvardt5_2qkkm0.0[]1.586872e+09NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
444.0[]NaNstarfleet_ramboNaNNaN[]NaNNaNNaNtextt2_2pzsvi08FalseFalse[]I could say MD but either way the quad is clos...NaN1.586871e+09{}fndizbtFalset3_g08gzxFalseTruet1_fnd5k6d/r/Harvard/comments/g08gzx/the_quad_only_has_g...1.5869e+091.0TrueFalseHarvardt5_2qkkm0.0[]1.586871e+091.586876e+09NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
\n", "
" ], "text/plain": [ " Unnamed: 0 index all_awardings ... score_hidden rte_mode permalink_url\n", "0 0 0.0 [] ... NaN NaN NaN\n", "1 1 1.0 [] ... NaN NaN NaN\n", "2 2 2.0 [] ... NaN NaN NaN\n", "3 3 3.0 [] ... NaN NaN NaN\n", "4 4 4.0 [] ... NaN NaN NaN\n", "\n", "[5 rows x 57 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 3 } ] }, { "cell_type": "markdown", "metadata": { "id": "33eAx-r5tB9P" }, "source": [ "We select columns that we believe will be useful for the analysis: the name of the author that made the comment, the body of the comment, the score of the comment and the subreddit the comment was made on." ] }, { "cell_type": "code", "metadata": { "id": "vobb10Ofv0X2", "outputId": "596117e0-579b-4d8f-b9d7-f39b5dae9832", "colab": { "base_uri": "https://localhost:8080/", "height": 204 } }, "source": [ "uniuseful = unidata[[\"author\", \"body\", \"score\", \"subreddit\"]]\n", "uniuseful.head()" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
authorbodyscoresubreddit
0everythingharamThis is an interesting comment. Care to elabor...4.0Harvard
1DakwonBrownAre you a director in your life or just an actor?6.0Harvard
2coolcatsarecoldYou over explaining my guy0.0Harvard
3Thoreau80So do something else. Do college when you act...-1.0Harvard
4starfleet_ramboI could say MD but either way the quad is clos...1.0Harvard
\n", "
" ], "text/plain": [ " author ... subreddit\n", "0 everythingharam ... Harvard\n", "1 DakwonBrown ... Harvard\n", "2 coolcatsarecold ... Harvard\n", "3 Thoreau80 ... Harvard\n", "4 starfleet_rambo ... Harvard\n", "\n", "[5 rows x 4 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 4 } ] }, { "cell_type": "code", "metadata": { "id": "JefT_cn5v_oN" }, "source": [ "uniuseful = uniuseful.rename(columns={\"body\": \"comment_body\"}) #one of the tokens is \"body\"" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "J8n1uo8ptMOf" }, "source": [ "We list the unique subreddits in the dataset and create a visualization that shows the number of comments in the dataset by subreddit." ] }, { "cell_type": "code", "metadata": { "id": "4cyUEsP_wJvK", "outputId": "2a78f221-2d3f-4bfc-83d4-65e0c84bf57e", "colab": { "base_uri": "https://localhost:8080/", "height": 136 } }, "source": [ "uniuseful.subreddit.unique()" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array(['Harvard', 'mit', 'berkeley', nan, '3.0', '25238.0', '2.0', '1.0',\n", " '4.0', 'uchicago', 'princeton', 'stanford', 'oxforduni',\n", " 'columbia', 'BrownU', 'nyu', 'yale', 'BostonU', 'dartmouth',\n", " 'UPenn', 'UCSD', 'UCL', 'ucla', 'Northwestern', 'UWMadison',\n", " 'TheLse', 'msu', '902.0', 'uofm', 'UCDavis', 'bostoncollege',\n", " 'UBC', 'georgetown', 'USC', 'UniversityOfWarwick', 'UofT', 'UoN'],\n", " dtype=object)" ] }, "metadata": { "tags": [] }, "execution_count": 6 } ] }, { "cell_type": "code", "metadata": { "id": "LCN9Nk0itnQY", "outputId": "76103734-7624-47a2-88ee-b014f4e36da0", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "fig, ax = plt.subplots(figsize = (20, 20))\n", "groupuni = uniuseful.groupby(\"subreddit\").count()[\"comment_body\"]\n", "groupuni.plot.bar(ax = ax)\n", "\n", "ax.set_ylabel(\"Number of Comments\")\n", "ax.set_xlabel(\"Subreddits\")\n", "ax.set_title(\"Number of Comments in Dataset by Subreddit\")\n", "ax.set_facecolor(\"white\")\n", "y_ticks = np.arange(0, 550000, 50000)\n", "ax.set_yticks(y_ticks)" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ]" ] }, "metadata": { "tags": [] }, "execution_count": 7 }, { "output_type": "display_data", "data": { "image/png": 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" ] }, "metadata": { "tags": [] } } ] }, { "cell_type": "markdown", "metadata": { "id": "qeINF1r0b6Mv" }, "source": [ "We ensure that all the comments are strings. We note that as of now urls are included in the comments. We intend on using \"regular expression\" to get rid of the urls. We convert all the strings to lowercase." ] }, { "cell_type": "code", "metadata": { "id": "w96igVVAwQRO" }, "source": [ "uniuseful[\"comment_body\"] = uniuseful[\"comment_body\"].apply(str) #convert all text in body to string\n", "\n", "#note urls included. FIXME use \"regular expression\" to get rid of urls.\n", "\n", "uniuseful = uniuseful.applymap(lambda i:i.lower() if type(i) == str else i) #lowercase strings\n" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "C3Y0-0XGYVgD" }, "source": [ "## Applying model developed in Wu (2018)" ] }, { "cell_type": "markdown", "metadata": { "id": "-XZ6noSGtitQ" }, "source": [ "In this section, the crux of our analysis, we apply the model developed by Alice H. Wu (2018) to our dataset of Reddit comments. Wu (2018) studied posts on the Economics Job Market Rumors forum. Among other things, Wu (2018) runs a lasso logistic regression model in order to find the words that are predictive of a post being classified as a female or male post. The author classifies posts as female or male based on classifiers that they develop from a list of the ten thousand most frequent words in the posts. Our analysis here is based on Wu (2018) where we develop a similar (if not the same) set up and model on our dataset of Reddit comments. " ] }, { "cell_type": "markdown", "metadata": { "id": "h83U3F8UY2ag" }, "source": [ "As does Wu (2018) we find the most frequent ten thousand words in the comments. We choose not to remove stopwords as preserving pronouns among other stopwords is important for classification." ] }, { "cell_type": "code", "metadata": { "id": "SBBAWKDZ2bH2" }, "source": [ "vectorizer = CountVectorizer(max_features = 10000) \n", "X = vectorizer.fit_transform(uniuseful.comment_body)" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "nSAiVuX-gdtG" }, "source": [ "Here $X$ is a sparse matrix of word counts such that the rows of $X$ are the comments and the columns of $X$ are the frequent ten thousand words. Therefore each item in cell $(x, y)$ is the count of the word associated with column $y$ in comment associated with row $x$." ] }, { "cell_type": "code", "metadata": { "id": "YZMPltU8eCln", "outputId": "edfc5530-cc5c-4cdc-b897-c41c7da325e6", "colab": { "base_uri": "https://localhost:8080/", "height": 34 } }, "source": [ "X.shape" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(2953040, 10000)" ] }, "metadata": { "tags": [] }, "execution_count": 10 } ] }, { "cell_type": "code", "metadata": { "id": "KpnekwCxe84T" }, "source": [ "vocab = dict(vectorizer.vocabulary_) #dictionary of vocabulary\n", "vocab = pd.Series(vocab)\n", "vocab = vocab.to_frame()" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "2P0e68yBgfGg" }, "source": [ "vocab.reset_index(level=0, inplace=True)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "Uz5zsIh9hcAq" }, "source": [ "vocab = vocab.rename(columns = {\"index\": \"word\", 0: \"position_in_sparse_matrix\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "IIcKgE4chuyu" }, "source": [ "We create a dataframe of the identified frequent words as measured by word count. This dataframe \"vocab\" includes the word and the position of the word in the sparse matrix $X$. We note that the positions of the words in the sparse matrix $X$ are arranged alpha-numerically (alphabetically with numbers before words)." ] }, { "cell_type": "code", "metadata": { "id": "J0uZe_Wuhqxl", "outputId": "413e55af-5335-4adf-ab26-56f622517aa7", "colab": { "base_uri": "https://localhost:8080/", "height": 204 } }, "source": [ "vocab.head()" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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wordposition_in_sparse_matrix
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" ], "text/plain": [ " word position_in_sparse_matrix\n", "0 this 9000\n", "1 is 5004\n", "2 an 808\n", "3 interesting 4916\n", "4 comment 2129" ] }, "metadata": { "tags": [] }, "execution_count": 14 } ] }, { "cell_type": "markdown", "metadata": { "id": "MY0mvj9ri_x4" }, "source": [ "We manually go through the vocab dataframe and as does Wu (2018) we identify candidate words that we use as classifiers. These include pronouns, common identifiers, and names commonly attributed to the genders. There is significant overlap in the words Wu (2018) uses as classifiers and us but differences still emerge due to differences between the top ten thousand words in the Economics Job Market Rumors forum dataset and the top ten thousand words in the Reddit comment dataset." ] }, { "cell_type": "code", "metadata": { "id": "j2psVYdYikvf" }, "source": [ "#manually go through vocab and find words that can be used as classifiers\n", "female_classifier_list = [#Pronouns\n", " \"her\",\n", " \"herself\",\n", " \"she\",\n", " \"shes\",\n", " #Identifiers\n", " \"daughter\",\n", " \"female\",\n", " \"females\",\n", " \"gf\",\n", " \"girl\",\n", " \"girlfriend\",\n", " \"girls\",\n", " \"ladies\",\n", " \"lady\",\n", " \"mom\",\n", " \"mommy\",\n", " \"mother\",\n", " \"sister\",\n", " \"sisters\",\n", " \"wife\",\n", " \"woman\",\n", " \"women\",\n", " #Names\n", " \"anne\",\n", " \"barbara\",\n", " \"hillary\",\n", " \"katehi\",\n", " \"karen\",\n", " \"liz\",\n", " \"marina\",\n", " \"mary\",\n", " \"monica\"\n", " ]\n", "\n", "male_classifier_list = [#Pronouns\n", " \"he\",\n", " \"hes\",\n", " \"him\",\n", " \"himself\",\n", " \"his\",\n", " #Identifiers\n", " \"boy\",\n", " \"boyfriend\",\n", " \"boys\",\n", " \"bro\",\n", " \"bros\",\n", " \"brother\",\n", " \"brothers\",\n", " \"bruh\",\n", " \"dad\",\n", " \"daddy\",\n", " \"dude\",\n", " \"dudes\",\n", " \"father\",\n", " \"guys\",\n", " \"husband\",\n", " \"male\",\n", " \"males\",\n", " \"man\",\n", " \"men\",\n", " \"mr\",\n", " \"son\",\n", " \"uncle\",\n", " #Names\n", " \"adam\",\n", " \"adams\",\n", " \"albert\", \n", " \"alex\", \n", " \"alfonso\", \n", " \"andrew\", \n", " \"anthony\",\n", " \"ben\",\n", " \"bernie\", \n", " \"bob\",\n", " \"bradley\",\n", " \"brian\", \n", " \"brody\",\n", " \"chris\",\n", " \"charles\",\n", " \"dan\", \n", " \"daniel\", \n", " \"dave\", \n", " \"david\", \n", " \"donald\", \n", " \"doug\", \n", " \"drake\", \n", " \"durant\", \n", " \"dwight\",\n", " \"eric\", \n", " \"evans\",\n", " \"gary\",\n", " \"gateman\",\n", " \"george\", \n", " \"gordon\",\n", " \"gregor\",\n", " \"harry\", \n", " \"jack\", \n", " \"james\", \n", " \"jay\", \n", " \"jeff\",\n", " \"jerry\",\n", " \"jim\", \n", " \"jimmy\",\n", " \"john\", \n", " \"johnny\",\n", " \"josh\", \n", " \"justin\",\n", " \"kevin\",\n", " \"larry\", \n", " \"lawrence\",\n", " \"lorenzo\", \n", " \"louis\",\n", " \"martin\", \n", " \"matt\", \n", " \"michael\", \n", " \"mike\",\n", " \"milo\",\n", " \"nick\",\n", " \"ono\",\n", " \"owen\", \n", " \"paul\",\n", " \"pete\",\n", " \"peter\", \n", " \"ralph\", \n", " \"ralphs\", \n", " \"richard\", \n", " \"robert\",\n", " \"ron\",\n", " \"ross\",\n", " \"ryan\",\n", " \"santa\",\n", " \"sean\",\n", " \"simon\", \n", " \"spencer\",\n", " \"stephen\", \n", " \"steve\", \n", " \"stewart\", \n", " \"tom\",\n", " \"thomas\", \n", " \"william\", \n", " \"wilson\"\n", " ]\n", "all_classifier_list = female_classifier_list + male_classifier_list" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "XuudGQ9JkUdX" }, "source": [ "As does Wu (2018), we create a column Female which takes the value of 1 if it includes a strictly postiive number of female classifiers, 0 if it includes a strictly positive number of male classifiers, else is null." ] }, { "cell_type": "code", "metadata": { "id": "um0PAgeuGh3l", "outputId": "fb94ce75-8928-4db9-caf9-e77108506763", "colab": { "base_uri": "https://localhost:8080/", "height": 272 } }, "source": [ "vocab[\"female\"] = np.nan #add new column female = 1 if female classifier, female = 0 if male classifier, female = np.nan otherwise\n", "\n", "for i in vocab.index:\n", " if vocab.word[i] in female_classifier_list:\n", " vocab.female[i] = 1\n", " elif vocab.word[i] in male_classifier_list:\n", " vocab.female[i] = 0\n", " else: vocab.female[i] = np.nan " ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:8: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \n", "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:7: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " import sys\n", "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:5: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"\n" ], "name": "stderr" } ] }, { "cell_type": "code", "metadata": { "id": "w1ijmXwfHBUl" }, "source": [ "female_words = vocab.loc[vocab[\"female\"] == 1] #find position in sparse matrix of female classifiers" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "c7sc-oX7mfZm" }, "source": [ "male_words = vocab.loc[vocab[\"female\"] == 0] #find position in sparse matrix of male classifiers" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "dLlr6MbFmjPN" }, "source": [ "female_pos_list = list(female_words.position_in_sparse_matrix) #create list of positions of female classifiers" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "4U7cqSnKoIr8" }, "source": [ "male_pos_list = list(male_words.position_in_sparse_matrix) #create list of positions of male classifiers" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "OpI6ReXxoW45" }, "source": [ "female_post_word_count = X[:, female_pos_list].sum(axis = 1) #matrix of how many female classifiers are in each post" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "d0rrGAYjoy_M" }, "source": [ "male_post_word_count = X[:, male_pos_list].sum(axis = 1) #matrix of how many male classifiers are in each post" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "I9LsHpQjI6Xk" }, "source": [ "female_post_word_count_data = pd.DataFrame(female_post_word_count) " ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "iEvmuDfGJEB3" }, "source": [ "female_post_word_count_data = female_post_word_count_data.rename(columns = {0: \"female_post_word_count_col\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "g0cN1-kxJH1o" }, "source": [ "male_post_word_count_data = pd.DataFrame(male_post_word_count)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "s3Oqc6dIJfEY" }, "source": [ "male_post_word_count_data = male_post_word_count_data.rename(columns = {0: \"male_post_word_count_col\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "Umj9cDCLJjTj" }, "source": [ "uniuseful_w_fem_mal_counts = pd.concat([uniuseful, female_post_word_count_data, male_post_word_count_data], axis = 1)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "J0c8WXD-Jtqd" }, "source": [ "uniuseful_w_fem_mal_counts[\"post_incl_fem_class\"] = uniuseful_w_fem_mal_counts[\"female_post_word_count_col\"] > 0 #create column of booleans such that True if there is a strictly positive number of female classifiers in the post else False" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "rnJU8aJqKCg4" }, "source": [ "uniuseful_w_fem_mal_counts[\"post_incl_mal_class\"] = uniuseful_w_fem_mal_counts[\"male_post_word_count_col\"] > 0 #create column of booleans such that True if there is a strictly positive number of male classifiers in the post else False" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "9ZPjl1VKM_M2" }, "source": [ "uniuseful_w_fem_mal_counts[\"post_gendered_lang\"] = (uniuseful_w_fem_mal_counts[\"post_incl_fem_class\"] == True) | (uniuseful_w_fem_mal_counts[\"post_incl_mal_class\"] == True) #create column of booleans such that True if includes a gender classifier else False" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "NjfUrfDisetu" }, "source": [ "Therefore, based on the set up of Wu (2018), we have a dataset of Reddit comments that includes the author of the comments (\"author\"), the body of the comments (\"comment_body\"), the score of the comments (\"score\"), the word count of words in the list of female classifiers in each comment(\"female_post_word_count_col\"), the word count of words in the list of male classifiers in each comment(\"male_post_word_count_col\"), a column of booleans indicating if the comment includes a strictly positive word count of female classifiers (\"post_incl_fem_class\"), a column of booleans indicating if the comment includes a strictly positive word count of male classifiers (\"post_incl_mal_class\"), a column of booleans indicating if the comment includes \"gendered language\" i.e. a strictly positive word count of female classifiers OR a strictly positive word count of male classifiers (\"post_gendered_lang\")." ] }, { "cell_type": "code", "metadata": { "id": "F8-lCBFGhahX", "outputId": "e375df0d-31e0-4c05-f148-2e2b1cf68d51", "colab": { "base_uri": "https://localhost:8080/", "height": 462 } }, "source": [ "uniuseful_w_fem_mal_counts.head()" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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authorcomment_bodyscoresubredditfemale_post_word_count_colmale_post_word_count_colpost_incl_fem_classpost_incl_mal_classpost_gendered_lang
0everythingharamthis is an interesting comment. care to elabor...4.0harvard00FalseFalseFalse
1dakwonbrownare you a director in your life or just an actor?6.0harvard00FalseFalseFalse
2coolcatsarecoldyou over explaining my guy0.0harvard00FalseFalseFalse
3thoreau80so do something else. do college when you act...-1.0harvard00FalseFalseFalse
4starfleet_ramboi could say md but either way the quad is clos...1.0harvard00FalseFalseFalse
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" ], "text/plain": [ " author ... post_gendered_lang\n", "0 everythingharam ... False\n", "1 dakwonbrown ... False\n", "2 coolcatsarecold ... False\n", "3 thoreau80 ... False\n", "4 starfleet_rambo ... False\n", "\n", "[5 rows x 9 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 31 } ] }, { "cell_type": "code", "metadata": { "id": "wBCyRFdxhle7" }, "source": [ "uniuseful_gendered = uniuseful_w_fem_mal_counts.loc[uniuseful_w_fem_mal_counts[\"post_gendered_lang\"] == True] #dataframe of posts that include strictly positive gender classifier" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "BiTU1aH9iYq8", "outputId": "c93bccbb-dc3d-48db-d8ae-a33d446c392a", "colab": { "base_uri": "https://localhost:8080/", "height": 119 } }, "source": [ "uniuseful_gendered[\"post_incl_only_fem_class\"] = (uniuseful_gendered[\"post_incl_fem_class\"] == True) & (uniuseful_gendered[\"post_incl_mal_class\"] == False)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" } ] }, { "cell_type": "code", "metadata": { "id": "L2XSGdiFiac0", "outputId": "675cf674-fe91-41af-c046-e6e94c993a64", "colab": { "base_uri": "https://localhost:8080/", "height": 119 } }, "source": [ "uniuseful_gendered[\"post_incl_only_mal_class\"] = (uniuseful_gendered[\"post_incl_fem_class\"] == False) & (uniuseful_gendered[\"post_incl_mal_class\"] == True)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" } ] }, { "cell_type": "code", "metadata": { "id": "0Pf3qTt7ltNM", "outputId": "ed5ea427-bf1a-4bda-e3a9-e4757de98a7c", "colab": { "base_uri": "https://localhost:8080/", "height": 119 } }, "source": [ "uniuseful_gendered[\"post_incl_both_class\"] = (uniuseful_gendered[\"post_incl_fem_class\"] == True) & (uniuseful_gendered[\"post_incl_mal_class\"] == True)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" } ] }, { "cell_type": "code", "metadata": { "id": "DGsm7bMFmJLM", "outputId": "ca10b8e8-26c4-49f4-cd01-32ae9f7dfe20", "colab": { "base_uri": "https://localhost:8080/", "height": 119 } }, "source": [ "uniuseful_gendered[\"post_incl_only_one_class\"] = (uniuseful_gendered[\"post_incl_only_fem_class\"] == True) | (uniuseful_gendered[\"post_incl_only_mal_class\"] == True)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" } ] }, { "cell_type": "code", "metadata": { "id": "oLBdQgJqGN4K", "outputId": "881173c1-ff1c-4e9f-8269-0e2096886e18", "colab": { "base_uri": "https://localhost:8080/", "height": 119 } }, "source": [ "uniuseful_gendered[\"post_incl_fem_class_int\"] = uniuseful_gendered.post_incl_fem_class.astype(int)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: SettingWithCopyWarning: \n", "A value is trying to be set on a copy of a slice from a DataFrame.\n", "Try using .loc[row_indexer,col_indexer] = value instead\n", "\n", "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" } ] }, { "cell_type": "markdown", "metadata": { "id": "Ft5KKEqWt9CX" }, "source": [ "As does Wu (2018) we create a dataframe of the subset of Reddit comments that include gendered language that is a strictly positive word count of gender classifiers where in addition to the aforementioned columns, we also include a column of booleans indicating if the comments included only a strictly positive word count of female classifiers (\"post_incl_only_fem_class\"), a column of booleans indicating if the comments included only a strictly positive word count of male classifiers (\"post_incl_only_mal_class\"), a column of booleans indicating if the comments included a strictly positive word count of both female and male classifiers (\"post_incl_both_class\"),a column of booleans indicating fi the comments included a strictly positive word count of either female or male classifiers but not both (\"post_incl_only_one_class\"), a column of \"post_incl_only_fem_class\" as an integer i.e. True = 1, False = 0 (\"post_incl_only_fem_class_int\")." ] }, { "cell_type": "code", "metadata": { "id": "_6bvdCJWwd63", "outputId": "677395e4-2b04-44ea-d63b-055934f192b1", "colab": { "base_uri": "https://localhost:8080/", "height": 479 } }, "source": [ "uniuseful_gendered.head()" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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authorcomment_bodyscoresubredditfemale_post_word_count_colmale_post_word_count_colpost_incl_fem_classpost_incl_mal_classpost_gendered_langpost_incl_only_fem_classpost_incl_only_mal_classpost_incl_both_classpost_incl_only_one_classpost_incl_fem_class_int
7throwaway_he1pdude, your post history is so weird. stop adve...1.0harvard01FalseTrueTrueFalseTrueFalseTrue0
10coolcatsarecoldman, if you wanted to give an example of why t...0.0harvard01FalseTrueTrueFalseTrueFalseTrue0
17midwest88your story is either inaccurate or you're tell...1.0harvard02FalseTrueTrueFalseTrueFalseTrue0
19bigred1636this is an ad hominem attack on people who don...1.0harvard41TrueTrueTrueFalseFalseTrueFalse1
21zan_jri think she means that by not endorsing biden,...5.0harvard11TrueTrueTrueFalseFalseTrueFalse1
\n", "
" ], "text/plain": [ " author ... post_incl_fem_class_int\n", "7 throwaway_he1p ... 0\n", "10 coolcatsarecold ... 0\n", "17 midwest88 ... 0\n", "19 bigred1636 ... 1\n", "21 zan_jr ... 1\n", "\n", "[5 rows x 14 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 38 } ] }, { "cell_type": "markdown", "metadata": { "id": "Ex-zqYe2IkhX" }, "source": [ "As does Wu (2018), we identify the rows of the sparse matrix $X$ that correspond to comments that include a strictly positive word count of gender classifiers." ] }, { "cell_type": "code", "metadata": { "id": "4TbSjBvLxCoX" }, "source": [ "X_gendered = X[list(uniuseful_gendered.index), :]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "tdhxVcMpNMSv" }, "source": [ "Next as does Wu (2018) we split the comments that include either a female or male classifier but not both into a training and testing set down a 75-25 split i.e. 75% of comments that include either a female or male classifier but not both are in the training set and 25% of comments that include either a female or male classifier but not both are in the testing set." ] }, { "cell_type": "code", "metadata": { "id": "z7hG0UhvbGwH" }, "source": [ "train_one_class, test_one_class = model_selection.train_test_split(uniuseful_gendered.loc[uniuseful_gendered[\"post_incl_only_one_class\"] == True]) #split dataset with either male or female classifiers but not both into training and testing" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "W1pmZq3qRhdE" }, "source": [ "As does Wu (2018) we create another testing set of comments that include both female and male classifiers. The purpose of this is to reclassify these posts as female or male posts. Wu (2018) uses a threshold based on the optimal p-value in order to do that classification." ] }, { "cell_type": "code", "metadata": { "id": "ozHEwmTEbfdA" }, "source": [ "test_both_class = uniuseful_gendered.loc[uniuseful_gendered[\"post_incl_both_class\"] == True]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "OLJb_116cTUj" }, "source": [ "We find the rows in the sparse matrix $X$ that correspond to the rows subsetted to be in the training set." ] }, { "cell_type": "code", "metadata": { "id": "lF_4YQxfcaGM" }, "source": [ "X_train_one_class = X[list(train_one_class.index), :]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "zF_fQg3-ceMc" }, "source": [ "We find the rows in the sparse matrix $X$ that correspond to the rows subsetted to be in the first of the two testing sets we mentioned above." ] }, { "cell_type": "code", "metadata": { "id": "5etdMNw0dNSf" }, "source": [ "X_test_one_class = X[list(test_one_class.index), :]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "cZIvj1UCdT82" }, "source": [ "We find the rows in the sparse matrix $X$ that correspond to the rows subsetted to be in the testing set that need to be reclassified as female/male posts." ] }, { "cell_type": "code", "metadata": { "id": "S0PoPLrcegfk" }, "source": [ "X_test_both_class = X[list(test_both_class.index), :]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "CVMxNj3_di-h" }, "source": [ "We find the words in the dataframe of the ten thousand highest word counts that are not used as classifiers." ] }, { "cell_type": "code", "metadata": { "id": "lZoY_BdMneZ9" }, "source": [ "non_classifier_words = vocab.loc[vocab[\"female\"].isnull()]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "3A5wlT8AdxZS" }, "source": [ "We find their positions in the sparse matrix $X$." ] }, { "cell_type": "code", "metadata": { "id": "va5XCXZNnu1r" }, "source": [ "non_classifier_pos_list = list(non_classifier_words.position_in_sparse_matrix)" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "7gsWIE5Nd-9O" }, "source": [ "We create a sparse matrix $X\\_train\\_one\\_class\\_non\\_classifier$ such that the rows are comments that include a strictly positive word count of gender classifiers and are in the training set and the columns are words that are not used as classifiers; likewise for the two testing subsets." ] }, { "cell_type": "code", "metadata": { "id": "L38Og0k2oXa2" }, "source": [ "X_train_one_class_non_classifier = X_train_one_class[:, non_classifier_pos_list]" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "Y24ZC_IzoyLZ" }, "source": [ "X_test_one_class_non_classifier = X_test_one_class[:, non_classifier_pos_list]" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "T6TYahL-o5Py" }, "source": [ "X_test_both_class_non_classifier = X_test_both_class[:, non_classifier_pos_list]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "yxy68hyKhZUa" }, "source": [ "We create the $y$ variable for the training set from the column \"post_incl_fem_class_int\" which takes the value 1 if the comment includes a strictly positive word count of female classifiers and 0 if the comment does not include a strictly positive word count of female classifiers." ] }, { "cell_type": "code", "metadata": { "id": "2qs8EBXyqdhn" }, "source": [ "y_train_one_class = train_one_class.loc[:, \"post_incl_fem_class_int\"].to_numpy()" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "ZkrXRVeSiF9Z" }, "source": [ "As does Wu (2018) we fit a lasso logistic regression model with a five fold cross validation and a $\\mathcal{l}1$ penalty. In future drafts we intend on using grid search to explore the optimal level of the inverse regularization parameter." ] }, { "cell_type": "code", "metadata": { "id": "o0cQ001wpvtz" }, "source": [ "logistic_cv_model = linear_model.LogisticRegressionCV(cv = 5, penalty = \"l1\", solver = \"liblinear\", refit = True, n_jobs = -1, verbose = 10) " ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "WhVZoq2Jb46I", "outputId": "277f368c-6262-452f-ff32-76d31253bc0a", "colab": { "base_uri": "https://localhost:8080/", "height": 187 } }, "source": [ "logistic_cv_model.fit(X_train_one_class_non_classifier, y_train_one_class) " ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "[Parallel(n_jobs=-1)]: Using backend LokyBackend with 4 concurrent workers.\n", "[Parallel(n_jobs=-1)]: Done 2 out of 5 | elapsed: 1.1min remaining: 1.7min\n", "[Parallel(n_jobs=-1)]: Done 3 out of 5 | elapsed: 1.2min remaining: 46.4s\n", "[Parallel(n_jobs=-1)]: Done 5 out of 5 | elapsed: 1.7min remaining: 0.0s\n", "[Parallel(n_jobs=-1)]: Done 5 out of 5 | elapsed: 1.7min finished\n" ], "name": "stderr" }, { "output_type": "stream", "text": [ "[LibLinear]" ], "name": "stdout" }, { "output_type": "execute_result", "data": { "text/plain": [ "LogisticRegressionCV(Cs=10, class_weight=None, cv=5, dual=False,\n", " fit_intercept=True, intercept_scaling=1.0, l1_ratios=None,\n", " max_iter=100, multi_class='auto', n_jobs=-1, penalty='l1',\n", " random_state=None, refit=True, scoring=None,\n", " solver='liblinear', tol=0.0001, verbose=10)" ] }, "metadata": { "tags": [] }, "execution_count": 52 } ] }, { "cell_type": "markdown", "metadata": { "id": "rQ02y7Nyism_" }, "source": [ "As does Wu (2018) we find the coefficients that emerge from the model and create a dataframe that matches the coefficient with the word in question." ] }, { "cell_type": "code", "metadata": { "id": "Tp-gosZtC1AY", "outputId": "b61c143e-61ae-41e7-a1a6-558922c600aa", "colab": { "base_uri": "https://localhost:8080/", "height": 51 } }, "source": [ "logistic_cv_model.coef_" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "array([[-0.01114809, 0.00274474, 0.00513668, ..., 0. ,\n", " 0. , 0. ]])" ] }, "metadata": { "tags": [] }, "execution_count": 53 } ] }, { "cell_type": "code", "metadata": { "id": "tquMUXu_-kKJ" }, "source": [ "coefficients = pd.DataFrame(logistic_cv_model.coef_.T)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "iagv4CChAd1W" }, "source": [ "foo = non_classifier_words.reset_index()" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "fZefYyrLAn5T" }, "source": [ "foo_w_coefficients = pd.concat([foo, coefficients], axis = 1)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "wzs4pG3XCc7x" }, "source": [ "foo_w_coefficients = foo_w_coefficients.rename(columns = {0: \"coefficients\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "CvPX3UaODCD2" }, "source": [ "foo_w_coefficients_sorted_fem_sort = foo_w_coefficients.sort_values(\"coefficients\", ascending = False)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "KyDDITwjQ13_" }, "source": [ "foo_w_coefficients_sorted_mal_sort = foo_w_coefficients.sort_values(\"coefficients\", ascending = True)" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "Eb5Jia9rjYl0" }, "source": [ "We list the 25 words with the highest coefficients. " ] }, { "cell_type": "code", "metadata": { "id": "1kEwrt-tDHtC", "outputId": "f9aaf8b7-901c-4bc1-e7ef-939079a89cb9", "colab": { "base_uri": "https://localhost:8080/", "height": 824 } }, "source": [ "foo_w_coefficients_sorted_fem_sort.head(25)" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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indexwordposition_in_sparse_matrixfemalecoefficients
58265889sorority8344NaN1.904436
94589582waters9710NaN1.468953
83598462raped7252NaN1.111328
27272753cute2618NaN1.082182
95379663napolitano6011NaN1.031107
17861806attractive1083NaN0.952228
68036883abortion485NaN0.707105
28422871barnard1202NaN0.689501
94539577coulter2440NaN0.687675
61116182clinton2029NaN0.669793
38573890dating2670NaN0.663514
67576837ratio7270NaN0.641145
35583589gender4070NaN0.628565
34883519sororities8343NaN0.626047
20122032counselor2445NaN0.562392
31633193sex8034NaN0.562340
26262652hot4562NaN0.536652
70337114chick1916NaN0.506128
68156895sexist8036NaN0.492410
27672796relationship7442NaN0.450580
84638567yoga9974NaN0.445040
21422165bitch1379NaN0.425406
32593289assaulted1010NaN0.421444
91419258pepper6579NaN0.412672
22382261date2667NaN0.411576
\n", "
" ], "text/plain": [ " index word position_in_sparse_matrix female coefficients\n", "5826 5889 sorority 8344 NaN 1.904436\n", "9458 9582 waters 9710 NaN 1.468953\n", "8359 8462 raped 7252 NaN 1.111328\n", "2727 2753 cute 2618 NaN 1.082182\n", "9537 9663 napolitano 6011 NaN 1.031107\n", "1786 1806 attractive 1083 NaN 0.952228\n", "6803 6883 abortion 485 NaN 0.707105\n", "2842 2871 barnard 1202 NaN 0.689501\n", "9453 9577 coulter 2440 NaN 0.687675\n", "6111 6182 clinton 2029 NaN 0.669793\n", "3857 3890 dating 2670 NaN 0.663514\n", "6757 6837 ratio 7270 NaN 0.641145\n", "3558 3589 gender 4070 NaN 0.628565\n", "3488 3519 sororities 8343 NaN 0.626047\n", "2012 2032 counselor 2445 NaN 0.562392\n", "3163 3193 sex 8034 NaN 0.562340\n", "2626 2652 hot 4562 NaN 0.536652\n", "7033 7114 chick 1916 NaN 0.506128\n", "6815 6895 sexist 8036 NaN 0.492410\n", "2767 2796 relationship 7442 NaN 0.450580\n", "8463 8567 yoga 9974 NaN 0.445040\n", "2142 2165 bitch 1379 NaN 0.425406\n", "3259 3289 assaulted 1010 NaN 0.421444\n", "9141 9258 pepper 6579 NaN 0.412672\n", "2238 2261 date 2667 NaN 0.411576" ] }, "metadata": { "tags": [] }, "execution_count": 60 } ] }, { "cell_type": "code", "metadata": { "id": "IRrlSS7XQ_N0" }, "source": [ "foo_w_coefficients_sorted_mal_sort[\"negative coefficients\"] = foo_w_coefficients_sorted_mal_sort[\"coefficients\"] * -1" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "t8pYE5ejj-Rn" }, "source": [ "We list the 25 words with the lowest coefficients. We have created a column of negative coefficients to help us generate the word cloud below." ] }, { "cell_type": "code", "metadata": { "id": "-PnB8ZTJxyQy", "outputId": "94a75209-5a15-40f3-cc68-6cd8d1ebb3f8", "colab": { "base_uri": "https://localhost:8080/", "height": 824 } }, "source": [ "foo_w_coefficients_sorted_mal_sort.head(25)" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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indexwordposition_in_sparse_matrixfemalecoefficientsnegative coefficients
75047593cruz2557NaN-1.4340571.434057
75087597shapiro8058NaN-1.0755891.075589
37393772st8459NaN-0.9667810.966781
1919guy4283NaN-0.8856090.885609
77367826potter6836NaN-0.8332710.833271
86138721peterson6621NaN-0.6440960.644096
61036173smash8259NaN-0.6356710.635671
13021318hey4445NaN-0.6171240.617124
53115365coach2058NaN-0.6139040.613904
76447733fraternity3947NaN-0.5869880.586988
29692999joe5070NaN-0.5386630.538663
608616troll9227NaN-0.5171010.517101
93759496hilfinger4462NaN-0.5021460.502146
45614606sanders7810NaN-0.4986800.498680
37003733nah6000NaN-0.4921430.492143
93889509sahai7790NaN-0.4706420.470642
56105666legend5306NaN-0.4448600.444860
291297trump9238NaN-0.4365790.436579
48254874scott7900NaN-0.4098580.409858
30403070aw1125NaN-0.4082760.408276
72657350straw8584NaN-0.3836240.383624
18911911kid5143NaN-0.3796440.379644
76707759player6728NaN-0.3720340.372034
746756thanks8953NaN-0.3708190.370819
60156083players6729NaN-0.3577820.357782
\n", "
" ], "text/plain": [ " index word ... coefficients negative coefficients\n", "7504 7593 cruz ... -1.434057 1.434057\n", "7508 7597 shapiro ... -1.075589 1.075589\n", "3739 3772 st ... -0.966781 0.966781\n", "19 19 guy ... -0.885609 0.885609\n", "7736 7826 potter ... -0.833271 0.833271\n", "8613 8721 peterson ... -0.644096 0.644096\n", "6103 6173 smash ... -0.635671 0.635671\n", "1302 1318 hey ... -0.617124 0.617124\n", "5311 5365 coach ... -0.613904 0.613904\n", "7644 7733 fraternity ... -0.586988 0.586988\n", "2969 2999 joe ... -0.538663 0.538663\n", "608 616 troll ... -0.517101 0.517101\n", "9375 9496 hilfinger ... -0.502146 0.502146\n", "4561 4606 sanders ... -0.498680 0.498680\n", "3700 3733 nah ... -0.492143 0.492143\n", "9388 9509 sahai ... -0.470642 0.470642\n", "5610 5666 legend ... -0.444860 0.444860\n", "291 297 trump ... -0.436579 0.436579\n", "4825 4874 scott ... -0.409858 0.409858\n", "3040 3070 aw ... -0.408276 0.408276\n", "7265 7350 straw ... -0.383624 0.383624\n", "1891 1911 kid ... -0.379644 0.379644\n", "7670 7759 player ... -0.372034 0.372034\n", "746 756 thanks ... -0.370819 0.370819\n", "6015 6083 players ... -0.357782 0.357782\n", "\n", "[25 rows x 6 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 62 } ] }, { "cell_type": "markdown", "metadata": { "id": "A4PNPRQhm7YQ" }, "source": [ "As does Wu (2018) we find the predicted probability of a comment being classified as female. Wu (2018) uses these probabilities to reclassify posts that include both female and male classifiers as either female or male." ] }, { "cell_type": "code", "metadata": { "id": "AxyAFjV7IMyN" }, "source": [ "train_predicted_prob = logistic_cv_model.predict_proba(X_train_one_class_non_classifier)\n", "y_predicted_prob_post_fem_train_one_class_non_classifier = train_predicted_prob[:, 1]" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "721I25O8JhpY" }, "source": [ "test_one_predicted_prob = logistic_cv_model.predict_proba(X_test_one_class_non_classifier)\n", "y_predicted_prob_post_fem_test_one_class_non_classifier = test_one_predicted_prob[:, 1]" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "2XZQNdLyKRxa" }, "source": [ "test_both_predicted_prob = logistic_cv_model.predict_proba(X_test_both_class_non_classifier)\n", "y_predicted_prob_post_fem_test_both_class_non_classifier = test_both_predicted_prob [:, 1]" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "jt96HdmHpQKv" }, "source": [ "We create a word cloud of words that have the highest coefficient values. These are words that have the highest predictive power of a comment being classified as female. In future drafts as does Wu (2018) we intend on finding the marginal effect associated with each word." ] }, { "cell_type": "code", "metadata": { "id": "eEBzQiGwNfg7" }, "source": [ "word_data_fem = dict(zip(foo_w_coefficients_sorted_fem_sort[\"word\"].tolist(), foo_w_coefficients_sorted_fem_sort[\"coefficients\"].tolist()))\n", "cloud_fem = WordCloud(max_words = 250, background_color = \"white\", width = 1600, height = 1600, max_font_size = 150, min_font_size = 30, colormap = \"plasma\").generate_from_frequencies(word_data_fem)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "sbsl9NwFOYZv", "outputId": "2d8be184-f53a-4c0a-94ad-e1417720e629", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "plt.figure(figsize = (20, 20))\n", "plt.imshow(cloud_fem, interpolation=\"bilinear\")\n", "plt.axis(\"off\")" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(-0.5, 1599.5, 1599.5, -0.5)" ] }, "metadata": { "tags": [] }, "execution_count": 67 }, { "output_type": "display_data", "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "tags": [] } } ] }, { "cell_type": "markdown", "metadata": { "id": "8NJkfAe4pw-_" }, "source": [ "We create a word cloud of words that have the lowest coefficient values. These are words that have the highest predictive power of a comment being classified as male." ] }, { "cell_type": "code", "metadata": { "id": "tVa5MsrZyDZS" }, "source": [ "word_data_mal = dict(zip(foo_w_coefficients_sorted_mal_sort[\"word\"].tolist(), foo_w_coefficients_sorted_mal_sort[\"negative coefficients\"].tolist()))\n", "cloud_mal = WordCloud(max_words = 250, background_color = \"white\", width = 1600, height = 1600, max_font_size = 150, min_font_size = 30, colormap = \"plasma\").generate_from_frequencies(word_data_mal)" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "Xs3-K8zDyLEJ", "outputId": "c1d75c08-a12b-4c3e-c986-f6a3bdd2cd31", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "plt.figure(figsize = (20, 20))\n", "plt.imshow(cloud_mal, interpolation=\"bilinear\")\n", "plt.axis(\"off\")" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/plain": [ "(-0.5, 1599.5, 1599.5, -0.5)" ] }, "metadata": { "tags": [] }, "execution_count": 69 }, { "output_type": "display_data", "data": { "image/png": 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" ] }, "metadata": { "tags": [] } } ] }, { "cell_type": "markdown", "metadata": { "id": "86VehiimOyHL" }, "source": [ "As does Wu (2018), we find the comments associated with the aforementioned predicted probabilities." ] }, { "cell_type": "code", "metadata": { "id": "8AKB-uaIrdEM" }, "source": [ "train_one_class_w_y_pred = train_one_class.copy()\n", "train_one_class_w_y_pred = train_one_class_w_y_pred.reset_index()\n", "y_predicted_prob_post_fem_train_one_class_non_classifier_data = pd.DataFrame(y_predicted_prob_post_fem_train_one_class_non_classifier)\n", "train_one_class_w_y_pred = pd.concat([train_one_class_w_y_pred, y_predicted_prob_post_fem_train_one_class_non_classifier_data], axis = 1)\n", "train_one_class_w_y_pred = train_one_class_w_y_pred.rename(columns = {0: \"y_predicted_prob_post_fem_class_non_classifier\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "zz-aotGerrVd" }, "source": [ "test_one_class_w_y_pred = test_one_class.copy()\n", "test_one_class_w_y_pred = test_one_class_w_y_pred.reset_index()\n", "y_predicted_prob_post_fem_test_one_class_non_classifier_data = pd.DataFrame(y_predicted_prob_post_fem_test_one_class_non_classifier)\n", "test_one_class_w_y_pred = pd.concat([test_one_class_w_y_pred, y_predicted_prob_post_fem_test_one_class_non_classifier_data], axis = 1)\n", "test_one_class_w_y_pred = test_one_class_w_y_pred.rename(columns = {0: \"y_predicted_prob_post_fem_class_non_classifier\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "code", "metadata": { "id": "O6Acj_bjvCa9" }, "source": [ "test_both_class_w_y_pred = test_both_class.copy()\n", "test_both_class_w_y_pred = test_both_class_w_y_pred.reset_index()\n", "y_predicted_prob_post_fem_test_both_class_non_classifier_data = pd.DataFrame(y_predicted_prob_post_fem_test_both_class_non_classifier)\n", "test_both_class_w_y_pred = pd.concat([test_both_class_w_y_pred, y_predicted_prob_post_fem_test_both_class_non_classifier_data], axis = 1)\n", "test_both_class_w_y_pred = test_both_class_w_y_pred.rename(columns = {0: \"y_predicted_prob_post_fem_class_non_classifier\"})" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "lgckAnZmPDib" }, "source": [ "We concatenate the above three dataframes along the axis of rows. This gives us a dataset of all the comments with gendered language and their associated predicted probabilities." ] }, { "cell_type": "code", "metadata": { "id": "W8zCrYqyEW7U" }, "source": [ "uni_w_y_pred = pd.concat([train_one_class_w_y_pred, test_one_class_w_y_pred, test_both_class_w_y_pred])" ], "execution_count": null, "outputs": [] }, { "cell_type": "markdown", "metadata": { "id": "UrxWaMDuPSEd" }, "source": [ "We show the twenty five comments with the highest predicted probability of the post being classified as female. We notice discussions about sororities and Greek life emerge. This may primarily be due to the presence of the words \"sister\" and \"sisters\" in the female classifier list. We notice how sensitive our analysis is to \"researchers' degrees of freedom\". The prominent words that emerge in the word cloud above and the comments below are extremely sensitive to the words selected to be classifiers." ] }, { "cell_type": "code", "metadata": { "id": "KducRqjHEfRa", "outputId": "351e3c3d-e8c6-4136-93b0-07a7227ddadd", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "pd.set_option('display.max_colwidth', -1)\n", "uni_w_y_pred.sort_values(\"y_predicted_prob_post_fem_class_non_classifier\", ascending = False).loc[:, [\"comment_body\", \"subreddit\", \"y_predicted_prob_post_fem_class_non_classifier\"]].head(25)" ], "execution_count": null, "outputs": [ { "output_type": "stream", "text": [ "/usr/local/lib/python3.6/dist-packages/ipykernel_launcher.py:1: FutureWarning: Passing a negative integer is deprecated in version 1.0 and will not be supported in future version. Instead, use None to not limit the column width.\n", " \"\"\"Entry point for launching an IPython kernel.\n" ], "name": "stderr" }, { "output_type": "execute_result", "data": { "text/html": [ "
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comment_bodysubreddity_predicted_prob_post_fem_class_non_classifier
10947this response includes the good and the bad, so it's probably not gonna please anyone, but here you go.\\n\\nfirst of all, you should know that this subreddit has many people who are \"anti-greek\", so keep in mind when reading the responses. in general, at ubc, there may be a negative stigma associated with the system. also, sororities are not that big compared to the states and only a small percentage of girls are involved in a sorority.\\n\\nsome people would say that sororities are incredibly toxic and that people in sororities are mostly \"fake friends\" and you have to spend a lot of money and time to partying, volunteering, meeting, etc. moreover, being in a sorority, or any organization, means that the bad behaviour of one person may be erroneously attributed to other members. also, sorority members have to dedicate a lot of time to supporting the sorority. and, yes, the financial cost is really high ($1000-$2000)....\\n\\nbut you get out what you put in. sororities are super rewarding and you get a lot out of being in one. don't let any of this discourage you from rushing a sorority. there may be two sororities that have a reputation of only select rich girls or hot girls, but otherwise sororities recruit all kinds of girls. sororities pick people based on the qualities they deem desirable; overall, they are quite welcoming as long as they think you would be a good fit. sororities are different from american counterparts; there is absolutely no hazing or harassing in sororities at ubc. ubc sororities focus a lot on sisterhood, friendship, and philanthropy... it really isn't about partying, unlike what most assume. there are awesome opportunities to network, volunteer and do philanthropy work through your sorority. also, there are opportunities for leadership roles in your sorority. members get a sorority sister who could be a really great friend and mentor.\\n\\nsororities do not have houses; however, they have the panhellenic house, where meetings are held and many sorority members live. there are also options to have leadership roles in panhellenic. moreover, many sorority members are often involved in other leadership positions at ubc, such as the ams.\\n\\ni highly recommend you to go through rush and see what it's all about. keep an open mind about all of the sororities and join one if you feel like it's best for you. it really depends on the kind of person you are. i can guarantee you that you will have new friends and connections by joining a sorority at ubcubc1.000000
26686there is nothing controversial here scientifically.\\n\\nthe motion proclaims that gender identity *theory* should be removed from the curriculum. gender identity *theory* gets the fundamental concept of independence of 4 variables incredibly wrong.\\n\\nthe motion:\\n\\n&gt;be it resolved that an ontario pc party recognizes \"gender identity theory\" for it is, namely, a highly controversial, unscientific \"liberal ideology\"; and, as such, that an ontario pc government will remove the teaching and promotion of \"gender identity theory\" from ontario schools and its curriculum.\\n\\nstatement (a):\\n\\n**namely, that is the theory that biological sex, gender, gender identity and sexual proclivity are independent variables from one another. that is not scientifically true.**\\n\\nstatement (b) : \\n\\n**the overwhelming majority of people who are born male, claim to be male, act as males and are heterosexual. the overwhelming majority of people who are born female, claim to be female, act as females and are heterosexual.**\\n\\nthe correlation between these variables is not random.\\n\\n---------------------------------------------------------------------------------------\\nstatement (c): **gender is purely a social construct.** \\n\\n[that is certainly what gender feminists claim.](http://www.latimes.com/opinion/op-ed/la-oe-soh-trans-feminism-anti-science-20170210-story.html) \\n\\n&gt;gender feminists — who are distinct from traditional equity feminists — refuse to acknowledge the role of evolution in shaping the human brain, and instead promote the idea that sex differences are caused by a socialization process that begins at birth. gender, according to them, is a construct; we are born as blank slates and it is parents and society at large that produce the differences we see between women and men in adulthood.\\n\\nhowever, that is not true based on science and logic. \\n\\ngender is not only a social construct. if you are willing to accept that statement b is true, then statement a is also true. however, a contradicts c. you cannot accept a, b and c as all true.\\n\\nmy claim is that biological sex --&gt; gender --&gt; gender identity. the correlation is so high between biological sex and the other variables that, on its face, it is undeniable that biology informs gender and gender identity; they aren't social constructs.\\n\\nif gender is a function of biological sex (highly correlated to the point of causation), then one must accept that gender is not only a social construct but also a biological one because the two are inevitably linked. biological sex is grounded in biology and genetics.\\n\\none must, at the very least, accept that gender is partially a genetic and biological construct. i'd argue it's all biological. \\n\\n**one must believe that these two concepts, biological sex and gender, are independent variables with no relation to one another if you want to assert that gender is a solely a social construct.**\\n\\n[some gender studies professors also deny the existence of biological sex.](https://youtu.be/kasiov0ytec?t=669) it is patently absurd to do so.\\n\\nin conclusion, this motion refutes gender identity theory. one can't accept the basic gender identity theory because it relies on a faulty assumption that gender or gender identity is a social construction. it is not. you either accept a and b while rejecting c, or you reject a and b while accepting c.\\n\\nyou may disagree with the motives of the people bringing it forward, but it is a motion based on an adherence to science.\\n\\nand i hope that you being at a university would rather cling to science rather than radical gender theory with no basis in science.uoft1.000000
23571visit the ubc sororities page and here's the faq section: http://www.vapa.bc.ca/\\n\\nhi there, i'm in a sorority so i can give you some insight. the greek community at ubc is quite small so it won't be anything like in the us or in the movies for that matter, some ppl like this, some ppl don't. personally i find it nice because you get to know ppl better. \\n\\nthere are two periods of recruitment, formal recruitment in september and spring recruitment in second semester. the first one all 8 sororities participate in and you go through a series of events to attend. it's like speed dating essentially, you rank your preferences, the sororities do the same and at the end you get an invite or bid to one. if that doesn't work out for you, you can try spring recruitment but not all sororities participate, depends on numbers if they have spaces available since girls graduate after first semester. information about formal recruitment is usually posted in august. just follow the ubc sororities social media and you'll know. \\n\\nhow it works? well it's kind of like any other school club, in the sense there's leadership roles and exec positions, eg president, vp finance, etc. however, add in a social and philanthropic spin. you get a great group of girls to meet and become friends with, while getting the leadership opportunities and such. meetings are generally on wednesdays and other events occur on the weekends, including different philanthropy events, rec events, etc. sororities is what you make of it, if you want to join for leadership and go all crazy, then you'll be really really busy. if you want to just take it one step at a time, and just see the social elements of it, it's not too time constraining. exchanges are after wednesday meetings with different fraternities and the guys always have parties going on weekends and such. not mandatory but fun and part of the whole social environment that is the greek system.\\n\\nthere are dues, but they go alot towards paying for stuff like semi formal and formal, or fees to hq, and stuff. there are payment plans so it's definitely flexible and do-able, if you do join or accept a bid, the vp finance explains it all. \\n\\nthe sorority building is called panhellenic house. however, you don't have to live there. some sorority women do but non greeks can too. those fees are not charged by the sorority and are completely separate. see this link for more information. http://www.vapa.bc.ca/\\n\\nin that building, there are chapter rooms (essentially meeting/lounge rooms) on the main floor for each sorority. the apartments are quads upstairs. \\n\\nyou don't have to live on campus or the building to join a sorority. girls live on campus rez, off campus, and really far in the suburbs too and are still active members. again it's what you make of it, and you can always stay at a sister's place on campus. one of many perks once you join, always a sister's place to crash at!\\n\\nother perks. there are scholarships offered by hq. greek honor societies you can join in 3rd year or above like order of omega and gamma sigma alpha, that are really big in the us so if you work there in the future, it looks good on your resume. \\n\\ni would say sororities is kind of like the all in one experience, you get the community aspect of friends (group of girlfriends from your sisters, or the greek system in general), do some fun philanthropy events and give back, while networking not only in the greek system but with alum and internationally. \\n\\ndefinitely just try our recruitment, and even if you get a bid/invite, you go through a test period with the sorority. it's like what we call your pledge period or new member period, in which you get lessons on the sorority, try some of the events, etc before getting initiated into a full member. it's about 4-6 weeks and if it's not for you, you can drop. though most girls tend to stay unless finances becomes a concern.\\n\\nhope this helps!ubc1.000000
27537it's hard to scientifically 'back up' gender, as gender is mostly a cultural performance. gender and sex often go culturally hand-in-hand, meaning one sex (male, female) is assigned one gender (masculine, feminine) - but not always. thus, how many genders exist depends on the society in which you live.\\n\\nin our 'mainstream' society (westernized, capitalist, colonial... *however* you define it), examples of gender involve statements like: girls like pink, boys like blue. girls have long hair, boys cut theirs short. women wear makeup and heels and dresses, but men wearing those things are considered 'odd' (or at the most, feminine). women are cute and kind/caring, and men are brawling and not as emotional. we very specifically assign certain behaviours and traits into two genders.\\n\\nhowever, very little about these preferences is inherently biological - boys can like pink, and have long hair, and there's no biological basis for liking makeup. but these behaviours were 'decided upon' at some point in our social history as being one category or another, and eventually we created genders based on these stereotypes/roles. and then we get confused when someone doesn't really fit into either category very well.\\n\\nthere are cultures outside of mainstream, western society that have (and have always had) more than one gender. some indigenous cultures have a third gender called 'two-spirited', which can be male or female in appearance, but taking on a third, spiritual gender. some cultures have a third gender that is assigned to intersex individuals (those with both male-and-female sex characteristics). some cultures have a gender, and gender role, assigned separately for 'men who dress like women' and 'women who dress like men', that is neither the male gender role or the female gender role, but a new identity altogether with its own stereotypes in how it is performed. others reject the idea of gender altogether, arguing that people may have slight biological preferences based on their sex, but otherwise people are just people, and everything else is traditional culture imposing restrictions on us. and others may argue that gender is an inherent part of culture and society, and categorizing is just what humans do - even if 'gender' isn't biological, the root cause (the need to categorize people into 'boxes') *is*.\\n\\nsome people have tried to link sex and gender through biology, but gender is such a complex topic, and so heavily influenced by social and cultural norms, that any evidence is highly biased and not very strong. people also confuse cause-and-effect: cultural norms can become so ingrained in us that they *can* affect our health when we remove or alter them, but that doesn't mean they have a biological basis. sometimes gender roles become so ingrained in us that we don't think of them as a performance at all - like men 'just aren't' as emotional, when in actuality men are often implictly taught since birth to hide their emotions. another example would be the gendered statement that men are better at math, and women are better at 'caring' fields; it's very hard to look at a brain scan of a person who has grown up in a society which puts women and men into these roles, subconsciously trains them and places them into these categories since birth in a myriad of ways (including school, parents, adult influence, marketing and television, etc), to the point of possibly altering their developing minds for this path... and then claim that a difference in brain scan means there's an inherent 'born with it' difference, thus proving 'biological gender'. and even if it were true, how much does genetics influence behaviour? it's a highly controversial topic, even outside of the gender debate.\\n\\n\\n\\n...tl;dr; identity is a complicated topic.uoft1.000000
217683honestly it is really about how much money your parents have, then your looks. my friends were in sororities and it was such a toxic environment sometimes. though there are great things about sororities (such as the sisterhood and finding a group) there are a lot of very negative aspects (such as how vain sorority recruitment can be). i went through recruitment and i am not blonde nor white. i went in telling myself to ignore the negative stereotypes and focus on having fun. some of the top houses asked me things to find out my family’s finances. it isn’t as direct as some people make it seem. at one of the top houses the girl said “what’s you major? oh that’s so interesting! what made you go into that? are either of your parents in it?” another girl asked me what i did for my summer and i said i worked and went to the beach. she asked if i had a boat and i said no. she immediately looked away from me and refused to talk to me anymore. i nearly cried at that house because i didn’t know what i did wrong. those are not even the worst stories. of course this doesn’t happen to everyone (like i said, i am not blonde or white). similar things happened to a lot of my friends as well.\\n\\ni did have some good conversations and i thought i connected really really well with the girls, but then i was dropped from the house and was devastated. it took a serious toll on my mental health because i felt like there was something wrong with me that i was dropped by 8 houses on the first day, and then by all of them on the second day. i rushed again hoping it would be different, but the same thing happened. i couldn’t stop thinking there was something very wrong with me. my roommate got a top house, but she dropped it. she was from oc and blonde. she told me she felt like the process was vain as well.\\n\\nyes, during rush the rc’s are amazing. it feels so fun socializing! but the truth is the sororities generally know who they are going to take. my friend who was rushing was told by her friend in a house that they dropped her because she didn’t vibe with one girl, even though she got along with the rest. i was told by one of my friends that i was dropped because they were unsure if i could afford being in the sorority since it seemed like i was poor since i had to work. what happens behind the scenes that makes or breaks you getting in is horrible. sometimes it is not about whether or not you make a connection with someone.\\n\\nat each house they pair you with a girl who has done research on you. i had no social media presence at the time and was told by my friends in sororities that i was given girls who were less social to talk to for that reason. it was obvious the girls didn’t want to talk to me sometimes. but either way, it is weird that they do that. i didn’t want to think it was true until i actually did start using social media and rushed the second time. a little before rush, two girls in different houses liked one of my older posts....i am guessing on accident. but it proved to me that it’s true, they do look you up. they say some houses zillow your house. when i was at one house i was telling a story about how my friends had a giant pool party before leaving to college. the girl asked if i had a pool and i said no. she said she thought that i said i did....which i do not know how that would have even came up. i said no and she said “oh right you live by the beach” and i had to tell her again no i did not. that killed the conversation, and i did not know how to recover. nor did i think i wanted to be in a house like that.\\n\\ni could go on and on about how horrible recruitment was for me and people i knew. a lot of my friends were dropped from every sorority. some where blonde and white, some came from wealthy families. it was on luck for a lot of recruitment as well. for example, i was cut from a house because three of the girls i was talking to were cliquey and were talking to each other about their plans to go to vegas soon for one of their birthdays.....as they are rushing me. another time i got along with everyone in the house, but one girl came in and asked what tv shows i like, and then criticized me for watching the bachelor the entire time. when i tried to change the subject, she was cold and mean and wouldn’t look at me and was one-worded. \\n\\ni know this won’t stop people from rushing. i wish the process was better. i had anxiety and depression, which had been better until after recruitment when i started thinking negative about myself again. it made me close to suicidal because i felt like i was the problem. it took a long time to heal from all that and feeling like i was not as good as a white blonde rich girl. i feel bad for giving in to the stereotypes, but my rush process enforced the stereotypes way too much for me. you may have a better time than i did, but i wanted to share my story since i wish i knew sorority recruitment would have been so negative for me.usc1.000000
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123535i'm not in a sorority, but a lot of my friends are, and i've lived in a sorority house. they're not *all* faking their happiness, but a lot of their time is spent carefully crafting an image of carefreeness. they're expensive and time-consuming, especially at the beginning of a quarter; i have friends who are committed to their sorority from 9am to 7pm every day during zero and first week, only allowed away for meals and for class. recruitment isn't much fun either, as it's a dizzying, weeklong back-and-forth across sorority row, leading up to a stressful bid night where you hope that the house you want wants you back. for me, it wasn't worth it.\\n\\nhowever, a sorority's sisters have each other's backs, and spending that much time with the same people can foster some deep friendships. to a lot of people, the greek life system is a great social opportunity, as you're pretty much always around people and always going to events. most sorority girls tend to have a reputation for being superficial, and on social media a lot of them certainly are, but at the end of the day they're a subset of ucla girls as a whole. many of them are very down-to-earth and genuine.\\n\\nto an outsider, a lot of the houses seem very similar on the surface - i'd have to sign up for recruitment and go to each house and talk to the girls in order to find any real difference between them. some of them have a reputation for being more exclusive than others, but any of those questions are better directed at an actual sorority girl.\\n\\nas for specific sororities, i lived in adpi for a summer, and all the girls that i met there were perfectly sweet and helpful. i have friends in agd that i personally think are the least like the sorority girl stereotype.\\n\\ni can't speak for cultural sororities, but i know a few girls in sigma delta sigma who really like their experience there.ucla1.000000
206572just to clarify the sorority/fraternity thing:\\n\\n1. there are cultural fraternities (african american, asian, chicano, jewish, etc) (some are gender specific, some not)\\n\\n2. there are professional fraternities (business, law, etc) (most co-ed)\\n\\n3. then there are panhellenic sororities (stereotypical greek life). there are 9 panhellenic sororities on campus. kappa alpha theta (\"theta\") is a panhellenic sorority. technically, theta is a \"fraternity\" because it was founded before the term \"sorority\" existed. it is not special--a number of the \"sororities\" are technically \"all female fraternities\" for this reason. its a cute fact but can get confusing to people new to the system. just to make sure it is clear, theta is a panhellenic sorority.\\npanhellenic holds fall rush and you'll meet all 9 sororities through that process. the top houses are generally considered alpha phi, delta gamma, kappa kappa gamma, and pi beta phi (all four are technically \"women's fraternities.\")\\n\\nlast, you can join more than one of these categories! i knew people who were in a panhel sorority and a cultural fraternity, or a panhel and a professional. obviously, you cannot join more than one panhel sorority. once you are initiated in a panhel sorority, you are barred from joining any other panhel sorority.ucdavis1.000000
24839hey so i joined a sorority but dropped out so i can tell you how the recruitment and initiation process is! you should sign up early so when u pay u can get a discount since it’s early bird pricing or whatever. and recruitment usually is 3 days and you’ll go around to each of the 7( i think it’s 7) sororities and just generally get to know the girls.\\n\\ndo not talk about boys, booze, or the bible!! they won’t accept you or like it if you say you just want to join the sorority to meet cute frat guys or to party. say stuff like you want to be in a community, you want friends, etc etc just something that isn’t too phony or “wild”.\\n\\nnow as an asian girl you may feel a little left out as i did when i went to several of the houses because a lot of them are predominantly white girls. not to say they’re not inclusive but i definitely felt some off vibes with some of the sororities. you may not and that’s cool. \\n\\n1st day is casual but cute wear, 2nd day is a little more formal think business casual, and 3rd day is where u really should dress up to impress since that is when u get accepted by a sorority. \\n\\nsorority girls are pretty nice and welcoming. definitely not like the movies but there’ll always be mean people. sororities are not as big in canada but even less so at uoft. universities like ubc have a bigger greek presence so don’t expect a lot in terms of that. it’s really more of a big friend group to have. not that that’s bad or anything! \\n\\nalso just saying there’s a very slim chance u won’t be accepted. that’s not normal. you’ll def be accepted unless u do smth wrong or unless ur gpa is really low which i doubt you’ll do/have and for the living situation new members start applying in january. chances are you’ll get a living space unless nobody is willing to move out but don’t worry about that yet. \\n\\nfor new members the fee for the year is usually $1000+. depends on the sorority of course and most sororities will let you pay in separate instalments so you don’t have to pay all at once.\\n\\nthis is all i can think of for now! if you need any other advice or anything just hmu! hope u get accepted into ur dream sorority :) they’re really fun \\n\\nps; make sure to ask questions, be in tune, and generally be chill and be social with the girls. they want to get to know you. think of it as a chiller job interviewuoft1.000000
23371my advice to you, as a sorority member, is to give recruitment a try and follow your heart. i'm sorry if that's cheesy, but it's so true. don't feel compelled to join a particular one if you don't feel it, or none if you realize it's not for you - just give it a chance. \\n\\nwhen i came to ubc, the last thing i thought i would do was join a sorority. i laughed when people brought it up and gave my friends a hard time for wanting to do it. but after not meeting may people in the first few weeks of first year, i decided to go for it. \\n\\ni'm going into my 3rd year too and i can honestly say that my life has significantly improved as a result of joining my sorority. no, you won't be friends with *everyone* in your sorority, but you are bound to find at least a handful of lifelong friends in the group of 80-100 girls who chose the same sorority. \\n\\ni have met not only my best friends, but also my boyfriend of a year and a half through the system. i've been on 3 rec teams and participated in songfest. and i still have 2 years left! i also found people to study with that pushed me to my fullest potential and my average between first and second year went up 20%. \\n\\nyeah parties are common, but you don't have to go to feel included. my bf moved away for grad school so i spent a lot less time going out than i did last year and my relationship with my sorority didn't change. don't be fooled by stereotypes, it really is a lot more focused on friendship and leadership (if you join the right one). \\n\\ni'm can't promote any sorority in particular because it is so different for every person. all i can tell you is that you will not regret going through recruitment - it could lead to the best choice of your undergrad or it could just not be your thing. all i say is to go for it, i'm so glad i did!ubc1.000000
54869the world of mcg and panhellenic (or, \"regular\") are like night and day and completely separated from each other. although i was heavily involved in a panhellenic sorority for all 4 years, i still don't know much about mcg. here's how i think it works:\\n\\nmulti-cultural greek sororities divide themselves up by race or ethnicity, basically. you'll have your asian sororities, your latina sororities, your armenian sorority, etc. you would rush for those sororities individually, probably, by attending their events and talking to the girls before receiving a bid. then you'll decide if you want to join the sorority.\\n\\npanhellenic sororities are not ethnically based. panhellenic sororities have a formal rush process at the beginning of fall quarter (starting on the 10th of this year) where every participant has to attend an event held by every panhellenic sorority before ranking their favorites. it's a 4 or 5 day event, and each night the sororities will decide which rushees to cut from their list before finalizing a list of ~ 40 women, and those women will receive bids to join a sorority. it's an overwhelming process, but required to complete if you want to join a panhellenic sorority.\\n\\ni don't know if mcg or panhellenic parties more, and don't think you'll ever receive an unbiased answer for that.\\n\\nif you have more questions feel free to pm me.\\n\\nand if anyone is mcg affiliated and wants to correct me, please feel free to do so.ucsd1.000000
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18922that's so great to hear! i highly recommend rushing. panhel formal rush is during welcome week, with only a couple of sororities that do a spring snap-bid rush (which means there is no formal process--a single sorority will have events and may extend you a bid.) so, definitely go for it during the fall even if you are on the fence/may end up in a cultural sorority because if you miss you, you miss it. you can always drop, but you can't make up for missing rush. further, there is no comparison to rushing freshman year. you never have quite that same experience unless you do it freshman year onward.\\n\\n\\n\\non that note, make sure to sign up properly and show up on time--you cannot skip any day of rush without a legit excuse because each day you rank houses and houses rank you, so the next day you have dropped a couple of houses. when i went you met all 8 sororities day 1, 6 day 2, 4 day 3, and 2 day 4. then on day 5 you received your bid. when i rushed, everyone who finished the process received a bid. that is still true unless things changed drastically.\\n\\n\\n\\nthe dues depend greatly on the house. you'll find out on day 2 or 3 of rush exactly what those are. i cannot remember at all what they were. i remember some were as high as $600/quarter, some more like $200. also, be on the lookout for \"fines\". some sororities fine for skipping events, being late to meeting, etc. but not all do (the one i was in did not fine, but things may have changed.) they should tell you at rush. if they don't say, then they probably do. you can ask your pi rho chi (the person leading you through rush-she will be an active but diassociated from her sorority during rush. you won't know what house she's in and she will be able to answer your questions basically anonymously.)\\n\\n\\n\\n\\ni think rushing was definitely worth it!! ask around about the reputations of houses (delta gamma, alpha phi, kappa kappa gamma, pi beta phi were top when i was there) but do not rely solely on that when you choose. don't skip parties during welcome week over rush--its a great time to hear from the fraternities different opinions. \\n\\n\\n\\n\\n\\ni too have heard that cultural sororities/fraternities haze much harder. my sorority had absolutely no hazing (i know, i know---we really didn't. honestly we we wanted something! but our nationals was cracking down so we didn't even have jokes about it.) i've heard the same from the other panhel sororities. \\n\\n\\n\\n\\none thing to keep in mind is the davis greek scene is neither very big nor very intense. girls don't wear pearls and lily pulitzer every day to rush. all the houses are small, most have no more than 10 live-ins. but this also creates its own unique greek culture. each sorority has satellite houses and pass-down apartments, which means you can host parties/drink/have sleepovers while living with your sisters.\\n\\n\\n\\n\\npro tip: they'll tell you during rush, but don't talk about boys/booze/money/politics at all during rush. as an active, i had some rushies try to sneak money into the convo (my dad has a yacht, etc.), which is a major put-off. if it is organic that is fine (i went to italy &amp; i love pasta, etc.), but no need to brag about lambos or your annual trip to martha's vinyard.\\n\\n\\n\\n\\ni'm a few years out and miss it so much. have a great time!!\\n\\n\\nedit: clarificationsucdavis0.999998
22312um, not sure if there are any sorority members active here, but i'm in a fraternity so i have a faint idea of how it works. if anyone knows for sure feel free to correct me.\\n\\nso in terms of how hard it is to get in, it depends. some sororities are very picky, you have to have qualities they deem desirable, and not all these qualities are actually virtuous ( a friend of mine told me a key factor in who they decide to recruit is how much money they have). obviously not all of them are like that since there are 8 sororities on campus, and most, if not all of them are quite welcoming as long as they think you would be a good fit. some are a lot more competitive with their selections than others though. the qualities i see them look for overall are girls with lots of charisma and who can hold an interesting conversation, as well as girls who are active in their community or have some sort of talent or hobby, or anything they are passionate about. i guess they're just looking for well rounded people who fit with the core values of the individual sorority. you gotta go talk to all of them to see which one works for you, because they're all pretty varied.\\n\\nyou just go to rush events, get a bid, and participate in various activities as a new member up until your initiation. you get a big sorority sister who basically could be your best friend and mentor, or who could just be someone you never really hang out with depending on how much you guys click. the dues vary from sorority to sorority, but are about 1000 - 1500 on average. don't ask me what they cover, a bunch of my sorority friends don't even know themselves. \\n\\nsororities aren't at all into hazing, or any sort of negative treatment to their new members, if that's a concern then you're fine. if you have any more questions about the greek system as a whole, just pm me!ubc0.999997
6108disclaimer: i'm not involved in greek life and this is the impression of someone who's not the biggest fan of the greek system. hopefully someone with more insider knowledge can flesh this out for you.\\n\\nsomething like a quarter of undergrads are in a greek organization. greek life does not dominate campus social life like it does at many large state schools, as co-ops and self-op houses host a significant portion of the large parties and events on campus. in addition, large parties hosted at fraternities are open to all students so you don't get the stereotypical exclusive in-or-out scene that you'd see elsewhere. as a side note, it's worth it to hop across the bay and check out cal's greek life for some context; go on a football saturday and you can get into the day parties without too much trouble.\\n\\nrush happens once a year at the beginning of spring quarter (which i think is nice since you have a long time to get a feel for the different organizations). most people rush as freshmen, though it's not uncommon for sophomores or even a few juniors to rush as well, though they won't have a good shot at the more \"mainstream\" frats/sororities. fraternity rush is basically two weeks of going to rush events hosted by the various fraternities, bumming around eating pizza and drinking soda (rush is dry by rule), and chatting with the brothers. at the end of the two weeks each fraternity has an off-campus retreat which they invite a smaller list of the rushees (?) to, and after that's over they send bids to the guys they've chosen. sorority rush is significantly more of an ordeal...my understanding of the process isn't completely clear. but basically over the course of three days or so, all the girls get dressed up and meet in one central location with representatives from all the sororities and proceed to girl-flirt with each other in six-hour sessions until the sororities come up with a list of who they want. i have yet to meet a girl who actually enjoys this process (and that includes the sorority reps). the fraternity pledge process varies significantly between organizations...some frats have fairly traditional pledge processes with significant hazing, while others denounce hazing all together and don't even call their new members \"pledges.\"\\n\\ni don't even really remember all of the greek organizations we have (and there aren't many with such a small undergrad population), but i'll go over some of the notable ones. it's important to keep in mind that although each organization has a certain stereotype associated with it, they're made up of individuals. each fraternity and sorority has some great people and many have some horrible ones. don't let the group that a person is a part of permanently color your impression of them.\\n\\nalso as a side note, what i've listed below are just the major greek organizations, but there are also specific cultural fraternities and sororities (asian, black, latino/a) that you shouldn't discount if you're looking for a community.\\n\\nfor fraternities there's...\\nkappa sig: kinda douchey for my tastes, one of the most \"fratty,\" pretty harsh hazing\\nkappa alpha: tons of athletes, also pretty stereotypically fratty\\nsigma nu: lots of \"nice guys\" while still trying to maintain a fratty image, sig nu is a contradiction that gets a lot of shit from all sides while still being pretty popular\\nphi psi: used to be the unofficial \"engineering\" frat, seems to have gone through a bit of a rebranding and are now trying to be more fratty and have a larger social presence\\nsig chi: sort of a southern fratty, kind of a bad reputation in my experience with a lot of assholes\\ntheta delt: stoner frat, low-key and chill although they're also trying to become more of a social/party presence\\nsig ep: unhoused, the un-frat, no hazing or pledging, really bucks the fraternity stereotype, very well-liked in stanford's progressive culture for being true nice guys but don't get much respect from the more serious frats\\ndtd: unhoused, laid-back fun guys who just want to drink, a spectrum of nice guys to assholes\\nsae: recently unhoused, fratty, had some bad rumors about girls getting drugged and eventually lost their house on a sorta bullshit charge from university administration\\n\\nfor sororities i know even less, but i'll tell you my impressions...\\ntheta: \"top\" sorority, attractive and diverse-ish\\npi phi: rich blonde girls\\ntri delt: athletes...?\\nkappa: unhoused (although they've unofficially taken over a dorm on campus) exclusive/sorta snobby\\nalpha phi: unhoused, think they're better than they are but still pretty mice and open\\nchi omega: unhoused, \"bottom\" sorority, every girl who rushes has to be put into a sorority so chi o is huge right now, but they're pretty down-to-earth\\n\\ntake these impressions with a grain of salt and if you're interested, do your own research. there's some info available online if you look for it. congrats on your acceptance.stanford0.999990
70464hi! you sound a lot like me and how i felt coming in to usc. i'm also a girl, and i found that sorority life was so not for me. i rushed for a day and dropped halfway through that first day of house tours because i just felt like i was pretending to be someone i wasn't (and rush, by the way, for sorority members, is all about faking being nice to everyone, even if they obviously aren't a \"fit\" in your house, so they want to join. it was so insincere).\\n\\n if you're a guy and even vaguely interested in greek life, i always suggest rushing because otherwise you can't get into greek parties, but for girls, you can get into literally any party (on the row or off it) and honestly, sororities just seemed like such a hassle. most of my friends who were in them ended up dropping by junior year because they realized they were happier with their non-sorority friends (or the one or two girls they became really close with in the sorority). at their best, sororities seem like a great idea, but in my experience my friends found them to be insincere, passive-aggressive, and judgmental, all while smiling and pretending to \"love their sisters!\" \\n\\nit sounds like you're going to be really busy with non-greek life. i'd say wait a year and if you still kind of want to rush after your freshman year, do it. \\n\\nalso just a note on a cappella groups -- they're practically sororities / fraternities on their own. practices are super long and you definitely bond with your groupmates. my roommate was in the sirens (the all-girls group) for all four years of college, and she loved it. it was essentially a sorority. many of the other groups have houses as well (the socal vocals, reverse osmosis, troy tones), and throw fundraisers / parties etc. they're pretty well established as social groups in addition to a cappella groups.\\n\\ngood luck! welcome to the trojan family:)usc0.999990
222402you are either dishonest or dangerously delusional.\\n\\n* according to the[ **national institute of justice**](http://www.nij.gov/topics/crime/rape-sexual-violence/campus/pages/increased-risk.aspx) sorority membership is a \"risk factor\" for sexual assault — 25% of sexual assault victims surveyed were sorority members but only 14% of non-victims surveyed belonged to a sorority.\\n* according to the[ **national institute of justice**](http://www.nij.gov/topics/crime/rape-sexual-violence/campus/pages/increased-risk.aspx) sorority membership is a \"risk factor\" for sexual assault — 25% of sexual assault victims surveyed were sorority members but only 14% of non-victims surveyed belonged to a sorority.\\n* fraternity men are[ **three times more likely**](http://www.theguardian.com/commentisfree/2014/sep/24/rape-sexual-assault-ban-frats) to commit rape than their non-greek peers.ucsd0.999989
2193my post was more of a facetious remark rather than a whine. i thought it was quite clever, actually. it is not a legitimate argument because it is not intended to be one. \\nbut hey, i need a break from my work. i'll provide an actual argument. it is a good exercise in science to be able to justify points, so why not here. \\nthis article is very clearly intended to be disparaging and nothing else. the language used such as \"snowflake alert\" in all caps, and hyperbole such as insisting students cannot even face differing opinions for fear of psychological damage, are all obviously meant as a direct insult rather than an argument. while i recognize the article does include an argument for free speech in centers of higher education, it is an ancillary quote, and it is apparent that the purpose of this article is to be insulting. like your mistaken interpretation of my gibe, this article signals displeasure with this policy, supported only by the *ad hominem* of the \"dainty, fragile\" students juxtaposed against congressmen who could apparently handle his rhetoric. as such, if you take issue with people spouting insults devoid of content or rational argument (as we all should), then you might consider being a bit more critical of this article by itself. \\nas a further exercise, i selected the first 3 articles listed on the daily wire (not including this one posted above). i imagine this is similar to being on the \"front page\" or something like that. i've listed them here. \\n1. [democratic councilman forced to resign after furor over his furry fetish](http://www.dailywire.com/news/20832/democratic-councilman-forced-resign-after-furor-emily-zanotti) \\namusing alliteration in the title notwithstanding, this is also an article meant to insult rather than present any legitimate argument. the language used is very clearly disparaging (e.g. \"this is where it gets weird\", etc.). it's also directly copied from another site (linked from the article here). despite the lack of journalism, i did enjoy the last line. \\n2. [female islamist: i enjoyed torturing women in front of their families](http://www.dailywire.com/news/20830/female-islamist-i-enjoyed-torturing-women-front-ryan-saavedra) \\nthe sensationalist title should make your judgment alarm go off and immediately question the motives behind this article. again, it is purely copied from other articles, both of which (like the previous example), are dubiously reported in their own right. by the way, it excises much of the detail presented in the original articles, as well. it picks out the most sensationalist parts, and presents only those. immediately afterwards, it presents another article and summarizes the number of potential terrorists in that area, and how dangerous many of them are. it is very clear that the point of this article is fear-mongering. \\n3. [watch: paranoid maxine waters says internet is trying ‘to kill’ her](http://www.dailywire.com/news/20829/watch-paranoid-maxine-waters-says-internet-trying-ryan-saavedra) \\nthis is also clearly meant to be insulting rather than informative. besides the obvious title, statements like, \"waters than ratcheted up her normal level of crazy\", serve to show this. the article means to insinuate that she believes people on the internet are literally trying to kill her, when the video shows nothing of the sort, unless taken out of context (which this article clearly does). the last two paragraphs of the article are also very sensationalist. for example, the insinuation that she \"lumps\" certain members of trump's cabinet with the kkk and nazis is highly exaggerated. following the link and watching what she actually says, she does not group them together as one, but mentions them after talking about the other. this would be like citing my comment here and saying that i \"lump\" maxine waters with torture. again, highly out of context and meant to insult rather than present a well-formulated argument. it is also very clear that the last two paragraphs have nothing to do with the demonstrating paranoia, but are meant to insult waters. again, we see more statements *ad hominem*, meant only to disparage. \\nso as you can see from these articles (again, i did not curate the selection in any way), the very agency who wrote this article op posted is precisely the type of rhetoric you are (rightfully) so disdainful of. it does not explain anything regarding what they disagree with, such as the actual politics of the councilman, issues regarding isis, or policies of waters. they just signal displeasure with it, like how weird the councilman is, how many potential \"terrorists\" live in the uk, or the poor interpretations of what waters has said in the past. they support their articles only by disparaging *ad hominem*, as with the attack on the councilman's private (albeit strange) hobby, the selective display of only the most sensationalist bits of an interview, and the polemic of waters (e.g. \"ratcheting up her level of crazy\"). \\ni am not concerned in the least by dailywire making the school look foolish, for dailywire makes itself look foolish on its own. \\nby the way, regarding my credentials (although i don't quite subscribe to credentialism), i received my undergraduate degrees in the biological sciences and computer sciences. my phd will be developmental biology.berkeley0.999985
13986&gt;i certainly wanted to make it clear that both men and women have the exact same chances of getting raped.\\n\\nwell, *that* certainly isn't the case. both men and women can be victims of rape, but there is no evidence that men and women are actually raped at the same rate. all of the evidence is to the contrary - that women are more likely to be victims of rape. in either case, your \"correction\", whatever it's purpose, wasn't relevant to the point i was making.\\n\\n&gt;i would certainly want my future son to attend a rape education class, where he can learn about sexual assault and rape against men.\\n\\ni don't think that anyone is disagreeing about that. indeed, i've already argued that i think the campaign is a poorly articulated *critique* of rape prevention campaigns that primarily target women. if you feel that there should be more rape education for men, though, why not start organizing yourself?\\n\\n&gt;i actually have not seen one of these perennial campaigns, or if i have i just haven't realized it. \\n\\nare you a woman? if not, you probably haven't been targeted with these kinds of campaigns. i lived in an all-female dorm for a while and was absolutely bombarded with messages reminding me to be vigilant at all times. it was ridiculous; as though *were* something to happen, it would be my fault for not preventing it enough. \\n\\n&gt;i'm simply showing that if i could tell my son pieces of advice that would help him from not getting mugged, stolen from, or raped, i would offer those preventative pieces of advice.\\n\\nyes, but there is not a social message that already exists which systematically tells men that if they are mugged, robbed, or raped, it must have been because they were \"asking for it\" for some reason. men and women can both be victims of crimes, but women are more likely to be told that their own behaviors are the *reason* that a crime was committed (i.e. because of what she wore, because she was flirting, because she was drunk, because she had a slutty reputation, etc.). i have literally heard defense attorneys argue in court than an unconscious underage woman who was violated with foreign objects was not raped because she had a reputation for being a slut. there is a big difference between recommending that someone lock their door to avoid a theft and telling a woman that she shouldn't have too many sexual partners or else they are inviting an assault. \\n\\nin any case, since you've already said that you aren't familiar with these campaigns, you will have to take my word - as someone who is - that the message is very much that the onus is on you (as a woman) to avoid doing something that will get you raped. as someone who also gets friendly safety reminders from the police on how to avoid getting carjacked and robbed, i can testify to there being a distinct difference in content and tone.\\n\\n&gt;condemning a whole gender for an act they have not yet committed isn't the same as offering tips for preventing acts of violence.\\n\\nthe subtext of the rape prevention campaigns directed towards women is that \"you can prevent rape by changing these behaviors\". the posters turn that dynamic from women onto men to highlight the absurdity of blaming a single gender for rape. again, it isn't literally condemning all men for rape, it is pointing out the *absurdity* of blaming women for rape. \\n\\n&gt;however if the parody is ineffective for people to realize it is a parody, then what purpose does it serve? once again, it does nothing to start topics of conversation, and only hurts peoples' opinions of the people who posted them.\\n\\nyou keep putting words in my mouth. i didn't say it is effective, i didn't say it served a purpose, i am just explaining that it doesn't mean what you thought it meant. it doesn't reflect an inherent hatred of men, it reflects a bad attempt at parody. i have no problem with people criticizing the campaign. it is a bad campaign. however, it isn't necessarily bad for its underlying message so much as its failure to successfully execute that message.\\n\\n&gt;if that is the case, they need to restate what they say in a way where the other person doesn't feel attacked.\\n\\ni hear what you are saying, but this isn't a case of someone pulling a \"not to be a dick, but...\" - it is more like when someone says something sarcastically and the audience thinks that they are being serious.ucla0.999985
7174i feel like greek life is pretty controversial at nyu as you can see by all the downvotes. i personally was interested in nyu because of the small greek community. if you're interested in greek life, it doesn't hurt to look into it and go to meet the greeks/club fair and/or even rush. but, don't think that it's a must to enjoy your college life. the reason why greek life is so small at nyu is, i'm sure, because you're in *manhattan*. \\n\\nalthough i wasn't into greek life, i ended up joining a sorority. it's not a panhel sorority, and smaller, so i'm very close to all my sisters and many of us are very close to other chapters and the fraternities we socialise with. we have conventions every year and tons of events together. we're big on cultural events and philanthropic events as well. i joined a sorority to find a community, and although i did find the girls i really click with so well, i strive to branch out. something i don't like about greek life is how some men and women can be when they're together in a group, and how cliquey they can be. it seems that a lot of greek people will only hang out with greeks, and i personally don't like that. however, the process i went through to join the sorority made me grow as a woman and i am much more confident and has really helped my professional life. \\n\\nall greek communities are different, so my experience i'm sure is much more different than most others. depending on what fraternity or sorority you rush for, you're going to have a different experience. it could be bad or good. i personally am thankful for the experience i went through to pledge for my sorority, but i also have my own life and am working full-time while going to school so that i don't get caught up in the parts of greek life i want to limit myself from (such as going out too much, getting involved in drama, etc.).nyu0.999984
6270congrats on your acceptance! i am a first year at barnard right now. i applied ed to barnard in 2018 because i really liked barnard's curriculum and community feeling as a small school within a larger university. all the first years live in the same building which is a lot of fun. \\n\\ni think it's sort of hard to understand the relationship between the two schools until you actually set foot on campus (and the amount of time you spend at one vs the other really depends on your personal preferences), but as others have commented, i would say that any animosity disappears after nsop (orientation). i have a lot of friends in barnard and cc along with a couple in seas and gs. my experience has been that no one looks at you differently because you're a barnard student. all four schools share extra-curricular activities with the exception of student government. each school has its own government. the clubs i'm most involved in are a mix of students from all four schools. barnard students have access to columbia libraries and columbia students have access to ours. i prefer butler, a columbia library, to others, but i have plenty of friends who prefer barnard's library milstein. people often joke that it has too many men for a women's college library, so it's definitely used by people from all over campus. we can swipe into columbia dining halls and they can swipe into ours (side note -- columbia dining is amazing, such good food, such kind staff). barnard students also have access to the columbia fitness center. \\n\\nregarding classes, barnard students don't take the core, but neither do gs students, and seas only has to do 1/3 of the core. i really like the barnard curriculum of foundations and the modes of thinking because there's so much flexibility. last semester and this semester, i've found that half of my classes have been barnard and half have been columbia. it sort of depends on your major. my major is housed at barnard it would be impossible for cc students to complete it without barnard as certain courses required for it are barnard classes. but there are also departments housed at columbia where barnard students majoring in those fields would have to take mostly columbia classes, such as a classics major. the more popular departments, such as poli sci, have classes on both campuses. \\n\\ni love barnard and columbia and i think it's a really great community.columbia0.999982
83723i go to uga and basically for like 7 days in a row you’re literally running from house to house in heals/platforms/whatever, your nicest outfits with your curls falling out of your hair because of the humidity literally sweating your makeup off from 6:00am to 7:00pm. so you go to orientation first. the very next day you start getting up at 4:00am from then on out. same thing every day for about four days; up at four, hair, makeup, outfit, shoes, accessories, and name tag . you pack your [small] purse with an electric fan, touch up makeup, schedule for the day, and note cards with your name, round number, house number, and house name on each of them. you then meet your assigned rush group at the tate center at 5:45am. your group is led by a gamma chi (γκ). your gamma chi is your new mother lol. she is an older girl in a sorority who disaffiliated with her sorority from the previous spring break ‘till present so she can help you through rush without being biased or swaying your opinion. you don’t get to know what’s she’s in until the bid day gamma chi reveal. at tate you have coffee and breakfast with your gamma chi group (rush group) and wait for the busses. when they pull up, about 2,000 girls eventually get on all of them and they take you milledge aka sorority row. you follow your schedule with the help of gamma chis and go to each house. when you get to a house, you stand under a tent on the lawn (sometimes with fans) and revive yourself with what ever drinks and snacks are provided under the tent. then, two gamma chis will call your name and line you all up. you will hear screaming from inside the house as three girls on panel in their sorority, including the president, will come out, introduce themselves, and welcome you. then, you get pushed and shoved into your place in the house. all the girls are in there doing their chants. when they’re done you get paired up with a girl and she talks to you for about 15 min and the time flys by. then, she walks you out and through a spirit tunnel where everyone is cheering you on. you make a note about the house in your phone. next house; same thing the rest of the day. after your last house you meet back up with you gamma chi and group to rank your houses. as the week goes on, you tell your gamma chi your tops and bottoms, and you see what houses you get invited back to. the last day is pref round. you only get asked back by two houses. you go to both and probably cry at their recrutment video lol. then, it’s back to your gamma chi to pick your favorite and rank it first or suicide bid. if you put down two houses you’re guaranteed one of them, but if you only put down one and they don’t pick you, you’re out. that’s the suicide bid. (thant’s what i did and got it bish!!) if you suicide, you stay up that night waiting for your gamma chi to let you know if you’re in or not. if you get good news, you go to bid day the next morning. you meet your group at tate and your gamma chi’s get on stage in groups, by sorority and reveal their sorority chant by chant. then the put you all, group by group, in circles with your backs to each other, awaiting your fate. they go around and hand you your bid card and count down. you then turn around, look at your card, scream and hug each other, then meet your new sisters. busses will take each group of pledges to their new homes (aw i’m getting in my feels reliving this). you get off the bus at your house and get tackle-hugged by one of your new sisters. she’s your bid day buddy and she’s there to make sure you’re taken care of that night as you go from frat to frat. she pulls you inside, puts you in an outfit with your new letters on it, dumps glitter on you then takes you out for the wildest night of your life. then end lol. \\ni can’t tell you anymore or i’ll have to kill you ;)berkeley0.999981
3470i wrote and submitted an op-ed after being asked to do so which may be relevant in this thread; it talks about the consent issue more in depth:\\n\\n&gt; for the reader’s discretion: the following article discusses sexual assault at length.\\n&gt; \\n&gt; recently, the article “fucking white boys” was published in the daily cal opinion column. the article proved to be quite controversial both on facebook (with over 200 comments posted) and the uc berkeley subreddit. \\n&gt; \\n&gt; the multiple issues that this controversy presents are complex and warrant extensive discussion—a respectful and serious discussion, one which was not attempted by the majority of commenters, both supporting and rejecting the article.\\n&gt; \\n&gt; i found the article to be disturbing. columnist maggie lam describes an encounter with a boy named sam, who has been hooking up with maggie’s roommate, whom i will call roxy, and from the context of the rest of the article, presume to be white. the events are stated matter-of-factly below:\\n&gt; \\n&gt; while roxy has been hooking up with sam—a white man—they have not put any labels on their relationship. maggie is aware of this fact, and has talked about sam with roxy, who seems okay with maggie and sam being intimate.\\n&gt; \\n&gt; one night, maggie makes eyes with sam at some event, and then asks to kiss him. he reciprocates, though when they get back to maggie's room, closer to the act of having sex, sam changes his mind. he says, \"i feel bad,\" noting that while he and roxy don't have a discussed agreement with regards to the terms of their relationship, he feels he might be breaking roxy's trust. maggie then responds by saying \"i really don’t fucking care,\" and they continue to hook up. a few more times, he says he \"feels bad,\" but they continue to hook up. maggie then sarcastically tells him that she didn’t know he had feelings. eventually, maggie shows him the door.\\n&gt; \\n&gt; maggie did not get enthusiastic consent from sam, a point which the article champions. maggie’s “[successful] sexual pursuit” becomes a “fixation” as she describes, hindered only by his pleading. she then shames him for his sexual hesitance. despite these actions, maggie describes herself as “sex-positive.” she is not. quoting a [previous daily cal](http://www.dailycal.org/2012/10/02/think-sex-positively/) column, “sex-positivity promotes the view that sex is healthy for people and that people can experience their sexuality however they like, so long as they engage in safe and consensual practices.” \\n&gt; while they had slept together previously, previous consent does not imply current consent. yes means yes—“i feel bad” does not.\\n&gt; \\n&gt; some commenters contested that sam continuing to touch maggie while she pressured him implies consent. it does not—and that assumption can be scarring: during sophomore year, i met up with a guy; he asked me to do things i really, really did not want to do. but while i protested, he wore me down and i capitulated, feeling uncomfortable to say no. i recall looking in the mirror afterwards and saying to myself, “you are disgusting.” i hated myself. it took me a long time to come to terms with what had happened. i have dated many people in my time at cal, and a tragically large number of them have experienced far more egregious incidents of sexual assault.\\n&gt; these assaults are perpetuated by rape culture, that is, “[a culture in which rape is pervasive, prevalent, and normalized](http://publisher.abc-clio.com/9780275999865/20?ajax).” it is something fostered by a culture which treats sex as a “pursuit” that when resisted can become an admissible “fixation.” rape culture is most commonly witnessed as the normalization of sexual violence towards women, but it is something that is damaging when used against any gender, e.g. the repeated usage of the term “fuckboy,” a term [historically used to equate male victims of rape to that of sexual property](http://www.affinitymagazine.us/2016/04/18/quit-saying-fkboy-the-history-behind-an-ugly-word/).\\n&gt; \\n&gt; up to this point, i have not discussed the aspect of race in the context of the article. it is something that must be addressed because there is validity to maggie’s central complaint—that of the objectification of asian and asian-american women at the hands of white men. it is something that demands discussion and dialogue. yet the post undermines this opportunity by using sexual dominance as a tool to correct oppression.\\n&gt; \\n&gt; but i must admit my status—i myself am a white man. and in no way can i invalidate maggie’s feeling—that she has been treated as a sexual object in the past. i have not experienced what maggie has experienced, nor what countless other asian and asian-american women experience at the hands of white men. what to take from these comments is not that these incidents of objectification do not happen—they most certainly do—but that the evidence used here is fundamentally unsubstantial and damaging to the greater crusade against sexual oppression and rape culture. we all suffer when consent is violated, whether one be male, female, gender-non-conforming, white, black, asian, latin@, native american, privileged, or disadvantaged. \\n&gt; \\n&gt; regardless of the article’s danger, personal attacks against maggie were rampant in the facebook comments of the original post. slut shaming, misogyny, misandry, and other loathsome statements are unacceptable for members of the uc berkeley community. all of us as cal bears, students, and human beings deserve respect.\\n&gt;berkeley0.999969
12186the whole thing about my ex is that to some extent i know why she broke up with me. i've done a lot of introspection and talked to a lot of people to get some third party insight with what was going on. she was my first relationship ever. mind you i wasn't looking for a relationship because i knew we were all transitioning from high school to college and that people change in college. i remember the few months we were unofficial i had some pretty lengthy discussions with her about things i found important: how is your relationships with your parents/siblings?, what do you want to do with your life?, what does this relationship mean to you?, what would you do if things didn't work out?, what is your history with relationships? how many have you had? how far has it gone? what have you learn from it?, what do you expect from a relationship?, what are your political opinions?, what is your opinions about alcohol or drugs?, what are you intentions with this relationship?. what do you think is the most important things to maintain in a relationship?, etc. as you can tell, i am straightforward about things and took it very seriously. i knew that high school sweet hearts have a very small chance of working out but after talking to her i felt that if things didn't work out at least we would talk things through. i fell in love with her because i didn't have to be fake, i was just being myself and she found that attractive and in turn i found her attractive. i didn't care about how she looked because appearances can be deceiving. i'm an introverted person but she opened me up to new experiences that were exciting. i was very happy to be with her but then my dad got deported and i couldn't give her as much attention that i was initially giving. i knew i wasn't the best boyfriend but i wasn't the worst. our relationship wasn't toxic. she felt burnt out. it was just shocking because over the summer i was anticipating to spend more time with her and in general be a better boyfriend. i didn't expect to be shot down so terribly though. i shared my messages with some strangers and told them more of the details and they simply told me that she wasn't worth crying over and to remove her from my life. she texted me in the end that she didn't want to learn from the time we spent together and that she's going to learn at her own pace. i know we aren't an item anymore so i wasn't entitled to any honestly at that point. i apologized a lot and went on my way with no contact. i did a lot of self reflection and tried to piece everything together. the love blindfolds were off and i noticed some pretty drastic red flags. one of the most important one was transparency, my friend from rhode island (he goes to brown university) would send me text messages at midnight asking me if i was a frat party. i would tell him no and he would explain that my girlfriend was. this happened quite a bit, i told her it isn't about what she did it, but that she wouldn't tell me what she was up to. i gave too much benefit of the doubt to her. another one was that every time we walked down frat row she would recite each house and their activities but she wasn't doing well academically (she was getting c's in ge courses). i can see her prioritizes clearly now. after a few weeks, i hit up an old high school friend of mine who i knew as a person who likes to stalk everyone. i asked him what is my ex doing now and he was honest with me. he told me that she's been casually dating and is getting drunk at frat parties. that's what gave me the courage to finally lose my emotions i had for her. i realized i didn't lose anyone special. it was a mixture of relief and disappointment. i know that there are plenty of other people out there, i am taking to time to get over the past and when it's over i'm certain i can fall in love with someone all over again. my mindset is that i don't need to put any effort to find someone, i'll just meet someone and we will click and it'll feel right.ucla0.999966
10157hi /u/fellowsgips124, and /u/superhalfcircle, i appreciate your responses.\\n\\nbut hold on one moment.\\n\\n&gt; i've heard first hand accounts about people who have left gracepoint/acts2fellowship, and i've attended it myself. these are some of the things that i've either experienced myself, or have happened to my friends. often these things don't happen or aren't obvious until you get more invested into gracepoint, especially as a junior when they start asking more of you.\\n\\ni can't speak for you or your friends, but only to my own experiences and that of many others i know across various gracepoint churches. bear you in mind that i and the people i know are very much invested in gracepoint, so we're are quite aware of the inner-workings of the church. you can take my comments with a grain of salt, but here they are.\\n\\n&gt; told to not visit family during breaks and to spend all the time doing church-related things or going to church events.\\n\\ni've never experienced this. i know many, many staff (married couples even) who go back home and spend the holidays with family, and as for students, young and old alike, they're also encouraged to visit family during breaks.\\n\\n&gt; peer-pressured to live with church family instead of other close friends, or current roommates\\n\\ni'll agree with you here. there is peer pressure, but i'd make two remarks. one, is that necessarily a bad thing? isn't the biblical picture of a church (say, in acts 2) a spiritual community that spends all its time together, where each member's reference group, their closest relationships are with each other? where your reference group is, there your closest relationships are, and vice versa. secondly, if it is bad (and to say that might reject the biblical picture of spiritual community), it's kind of unavoidable: one of the good qualities of the culture of gracepoint is that there's a high percentage of committed people, and people who do want to live in a tight-knit community, and so they go to the lengths necessary to make it happen. now, can anybody call this a bad thing? the peer pressure comes in when all your friends are highly committed to these *good* values, and this *good* vision, and you're not as totally sold on it. then, there's peer pressure because everyone else is doing these (not bad, but good things), and you don't want to take it as seriously. it's an inherent downside, i agree, but it's what happens when you've a group of committed, serious people—the not as committed, not-as-serious people feel left out. the same happens when all your friends are going to every event, which isn't a bad thing, but as a result you feel an inherent peer pressure to as well.\\n\\n&gt; shamed for not attending 5/+ church events in a week, belittled for deciding to spend time studying for exams instead of attending another event (even though they went regularly to church and friday fellowship already).\\n\\nagain, never been \"shamed\" or \"belittled.\" those are some very specific verbs. and anyway, i again encourage you to look at christians in the bible. their sole purpose in life was to build up the church, the one thing that jesus left here on earth after he returned to heaven. there are no part-time christians, and since the bible considers the church an integral part of christian life, i would hope that no matter what church you attend, you're serving there and totally on fire for it, and go to every event there where possible, doing all that you can to build up that community and see it multiplied.\\n\\n&gt; no dating rule for undergrads. if they found out you were dating, heavily discouraged you. basically told to break up. this no dating rule was \"revealed\" at winter retreat to the females when the genders split up, but never told to the guys.\\n\\n&gt; extreme gender segregation-- even for short car trips of no more than 20 minutes, girls were all in one car while guys were in another.\\n\\nyeah, part of the culture is that dating as undergrads is strongly discouraged, and casual dating for all is strongly discouraged. the reasoning is that the bible holds marriage in high regard, and so dating should be toward marriage. but also, one of the reasons is that romance is often an idol and a distraction to seekers and christians trying to genuinely grow in their faith (if not to you, then to others when there's people everywhere visibly chasing it in the church). you can hardly deny that romance is idolized in our culture and when this pursuit is brought into the church, the church becomes a market place, and it affects everyone. part of the call of christians is to lay down your rights for the sake of others: paul says that if he does something that's not inherently sinful (so if you are able to date in a god-honoring way) but it stumbles others, for him, it is sin. therefore, they try to emphasize same-gender relationships. if this is a sticking point, the staff acknowledge that this isn't the only way of doing things, and understand if you prefer to go to a different fellowship/church.\\n\\n&gt; told to ignore holy spirit convictions and obey the leaders.\\n\\nif something your leader tells you goes against your (biblically-founded) convictions, then you could take it to a higher up. my leaders have encouraged me to do things i didn't at the time want to do, yeah, but it was never unbiblical, and further out, i always saw that it was for my growth or to correct some outstanding sin issue that did need dealing with. still, you can have disagreements in convictions: gracepoint has a very specific vision, to plant and build up churches in college towns, but many people have different convictions. the church frequently sends off with their blessings graduating seniors who want to go back and serve at their home church or be missionaries.\\n\\n&gt; at retreats, you'll likely fill out a sheet with all your prayers and personal problems. then they will collect it as you walk out at the end of the night, in a way that makes you feel like they'll just throw it away or won't actually read it, but they go through every single one and whichever \"staff\" has been assigned to you will contact you about your problems.\\n\\nyou only have to confess what you want. they're not asking for your deepest darkest secrets, but if there are sins you're struggling with that you can't deal with alone (e.g., certain addictions which are difficult to break by sheer will alone), why not share it with others and get help? the staff aren't there to make you feel bad, but to help you grow spiritually.\\n\\n&gt; pastor's wife literally said that there was no point for females to make guy friends, since your husband would be jealous once you married.\\n\\nthat's a misrepresentation of what they say. they say that once you get married, you're not going to be able to have close friends of the opposite sex. it just looks weird if you're spending time (no matter how innocent it looks on the face of it) with a person of the opposite sex that's not your spouse. but the same is not true of your same-gender friendships, which can be lifelong and close and intimate, which is why they emphasize those.\\n\\n&gt; flooding of online presence. this isn't necessarily cult-like but it definitely raises some eyebrows in my opinion. type \"gracepoint berkeley\" into google and look at how many websites there are. gracepoint video, dis-gracepoint, gracepoint announcements, gracepoint ministries, gracepoint devotions, gracepoint worship, gracepoint forum, the list goes on. it's not necessary to have an individual site for each one.\\n\\nnot sure why this raises eyebrows. it's not harmful is it? is there something you'd rather show up when you google gracepoint?\\n\\n\\nin all these things, i'm either strangely seeing an inconsistency with the experiences you've presented and what i and others have seen (e.g., being told not to visit family), or, some of your observations are indeed correct, but your conclusions may indicate a low view of christianity or the church. if gracepoint is indeed following what jesus' and his disciples' vision for the church, and you find that cult-like, then it's an issue with jesus and his over-the-top, taking-this-christian-discipleship-and-church-stuff-too-seriously calling, rather than with gracepoint itself.\\n\\ni encourage you to find a church where god's word is preached and lived out faithfully, and where you can grow spiritually and serve and take seriously jesus' high, high calling for every christian. that can be anywhere, but i also believe from experience that gracepoint is such a church.ucsd0.999965
\n", "
" ], "text/plain": [ " comment_body ... y_predicted_prob_post_fem_class_non_classifier\n", "10947 this response includes the good and the bad, so it's probably not gonna please anyone, but here you go.\\n\\nfirst of all, you should know that this subreddit has many people who are \"anti-greek\", so keep in mind when reading the responses. in general, at ubc, there may be a negative stigma associated with the system. also, sororities are not that big compared to the states and only a small percentage of girls are involved in a sorority.\\n\\nsome people would say that sororities are incredibly toxic and that people in sororities are mostly \"fake friends\" and you have to spend a lot of money and time to partying, volunteering, meeting, etc. moreover, being in a sorority, or any organization, means that the bad behaviour of one person may be erroneously attributed to other members. also, sorority members have to dedicate a lot of time to supporting the sorority. and, yes, the financial cost is really high ($1000-$2000)....\\n\\nbut you get out what you put in. sororities are super rewarding and you get a lot out of being in one. don't let any of this discourage you from rushing a sorority. there may be two sororities that have a reputation of only select rich girls or hot girls, but otherwise sororities recruit all kinds of girls. sororities pick people based on the qualities they deem desirable; overall, they are quite welcoming as long as they think you would be a good fit. sororities are different from american counterparts; there is absolutely no hazing or harassing in sororities at ubc. ubc sororities focus a lot on sisterhood, friendship, and philanthropy... it really isn't about partying, unlike what most assume. there are awesome opportunities to network, volunteer and do philanthropy work through your sorority. also, there are opportunities for leadership roles in your sorority. members get a sorority sister who could be a really great friend and mentor.\\n\\nsororities do not have houses; however, they have the panhellenic house, where meetings are held and many sorority members live. there are also options to have leadership roles in panhellenic. moreover, many sorority members are often involved in other leadership positions at ubc, such as the ams.\\n\\ni highly recommend you to go through rush and see what it's all about. keep an open mind about all of the sororities and join one if you feel like it's best for you. it really depends on the kind of person you are. i can guarantee you that you will have new friends and connections by joining a sorority at ubc ... 1.000000 \n", "26686 there is nothing controversial here scientifically.\\n\\nthe motion proclaims that gender identity *theory* should be removed from the curriculum. gender identity *theory* gets the fundamental concept of independence of 4 variables incredibly wrong.\\n\\nthe motion:\\n\\n>be it resolved that an ontario pc party recognizes \"gender identity theory\" for it is, namely, a highly controversial, unscientific \"liberal ideology\"; and, as such, that an ontario pc government will remove the teaching and promotion of \"gender identity theory\" from ontario schools and its curriculum.\\n\\nstatement (a):\\n\\n**namely, that is the theory that biological sex, gender, gender identity and sexual proclivity are independent variables from one another. that is not scientifically true.**\\n\\nstatement (b) : \\n\\n**the overwhelming majority of people who are born male, claim to be male, act as males and are heterosexual. the overwhelming majority of people who are born female, claim to be female, act as females and are heterosexual.**\\n\\nthe correlation between these variables is not random.\\n\\n---------------------------------------------------------------------------------------\\nstatement (c): **gender is purely a social construct.** \\n\\n[that is certainly what gender feminists claim.](http://www.latimes.com/opinion/op-ed/la-oe-soh-trans-feminism-anti-science-20170210-story.html) \\n\\n>gender feminists — who are distinct from traditional equity feminists — refuse to acknowledge the role of evolution in shaping the human brain, and instead promote the idea that sex differences are caused by a socialization process that begins at birth. gender, according to them, is a construct; we are born as blank slates and it is parents and society at large that produce the differences we see between women and men in adulthood.\\n\\nhowever, that is not true based on science and logic. \\n\\ngender is not only a social construct. if you are willing to accept that statement b is true, then statement a is also true. however, a contradicts c. you cannot accept a, b and c as all true.\\n\\nmy claim is that biological sex --> gender --> gender identity. the correlation is so high between biological sex and the other variables that, on its face, it is undeniable that biology informs gender and gender identity; they aren't social constructs.\\n\\nif gender is a function of biological sex (highly correlated to the point of causation), then one must accept that gender is not only a social construct but also a biological one because the two are inevitably linked. biological sex is grounded in biology and genetics.\\n\\none must, at the very least, accept that gender is partially a genetic and biological construct. i'd argue it's all biological. \\n\\n**one must believe that these two concepts, biological sex and gender, are independent variables with no relation to one another if you want to assert that gender is a solely a social construct.**\\n\\n[some gender studies professors also deny the existence of biological sex.](https://youtu.be/kasiov0ytec?t=669) it is patently absurd to do so.\\n\\nin conclusion, this motion refutes gender identity theory. one can't accept the basic gender identity theory because it relies on a faulty assumption that gender or gender identity is a social construction. it is not. you either accept a and b while rejecting c, or you reject a and b while accepting c.\\n\\nyou may disagree with the motives of the people bringing it forward, but it is a motion based on an adherence to science.\\n\\nand i hope that you being at a university would rather cling to science rather than radical gender theory with no basis in science. ... 1.000000 \n", "23571 visit the ubc sororities page and here's the faq section: http://www.vapa.bc.ca/\\n\\nhi there, i'm in a sorority so i can give you some insight. the greek community at ubc is quite small so it won't be anything like in the us or in the movies for that matter, some ppl like this, some ppl don't. personally i find it nice because you get to know ppl better. \\n\\nthere are two periods of recruitment, formal recruitment in september and spring recruitment in second semester. the first one all 8 sororities participate in and you go through a series of events to attend. it's like speed dating essentially, you rank your preferences, the sororities do the same and at the end you get an invite or bid to one. if that doesn't work out for you, you can try spring recruitment but not all sororities participate, depends on numbers if they have spaces available since girls graduate after first semester. information about formal recruitment is usually posted in august. just follow the ubc sororities social media and you'll know. \\n\\nhow it works? well it's kind of like any other school club, in the sense there's leadership roles and exec positions, eg president, vp finance, etc. however, add in a social and philanthropic spin. you get a great group of girls to meet and become friends with, while getting the leadership opportunities and such. meetings are generally on wednesdays and other events occur on the weekends, including different philanthropy events, rec events, etc. sororities is what you make of it, if you want to join for leadership and go all crazy, then you'll be really really busy. if you want to just take it one step at a time, and just see the social elements of it, it's not too time constraining. exchanges are after wednesday meetings with different fraternities and the guys always have parties going on weekends and such. not mandatory but fun and part of the whole social environment that is the greek system.\\n\\nthere are dues, but they go alot towards paying for stuff like semi formal and formal, or fees to hq, and stuff. there are payment plans so it's definitely flexible and do-able, if you do join or accept a bid, the vp finance explains it all. \\n\\nthe sorority building is called panhellenic house. however, you don't have to live there. some sorority women do but non greeks can too. those fees are not charged by the sorority and are completely separate. see this link for more information. http://www.vapa.bc.ca/\\n\\nin that building, there are chapter rooms (essentially meeting/lounge rooms) on the main floor for each sorority. the apartments are quads upstairs. \\n\\nyou don't have to live on campus or the building to join a sorority. girls live on campus rez, off campus, and really far in the suburbs too and are still active members. again it's what you make of it, and you can always stay at a sister's place on campus. one of many perks once you join, always a sister's place to crash at!\\n\\nother perks. there are scholarships offered by hq. greek honor societies you can join in 3rd year or above like order of omega and gamma sigma alpha, that are really big in the us so if you work there in the future, it looks good on your resume. \\n\\ni would say sororities is kind of like the all in one experience, you get the community aspect of friends (group of girlfriends from your sisters, or the greek system in general), do some fun philanthropy events and give back, while networking not only in the greek system but with alum and internationally. \\n\\ndefinitely just try our recruitment, and even if you get a bid/invite, you go through a test period with the sorority. it's like what we call your pledge period or new member period, in which you get lessons on the sorority, try some of the events, etc before getting initiated into a full member. it's about 4-6 weeks and if it's not for you, you can drop. though most girls tend to stay unless finances becomes a concern.\\n\\nhope this helps! ... 1.000000 \n", "27537 it's hard to scientifically 'back up' gender, as gender is mostly a cultural performance. gender and sex often go culturally hand-in-hand, meaning one sex (male, female) is assigned one gender (masculine, feminine) - but not always. thus, how many genders exist depends on the society in which you live.\\n\\nin our 'mainstream' society (westernized, capitalist, colonial... *however* you define it), examples of gender involve statements like: girls like pink, boys like blue. girls have long hair, boys cut theirs short. women wear makeup and heels and dresses, but men wearing those things are considered 'odd' (or at the most, feminine). women are cute and kind/caring, and men are brawling and not as emotional. we very specifically assign certain behaviours and traits into two genders.\\n\\nhowever, very little about these preferences is inherently biological - boys can like pink, and have long hair, and there's no biological basis for liking makeup. but these behaviours were 'decided upon' at some point in our social history as being one category or another, and eventually we created genders based on these stereotypes/roles. and then we get confused when someone doesn't really fit into either category very well.\\n\\nthere are cultures outside of mainstream, western society that have (and have always had) more than one gender. some indigenous cultures have a third gender called 'two-spirited', which can be male or female in appearance, but taking on a third, spiritual gender. some cultures have a third gender that is assigned to intersex individuals (those with both male-and-female sex characteristics). some cultures have a gender, and gender role, assigned separately for 'men who dress like women' and 'women who dress like men', that is neither the male gender role or the female gender role, but a new identity altogether with its own stereotypes in how it is performed. others reject the idea of gender altogether, arguing that people may have slight biological preferences based on their sex, but otherwise people are just people, and everything else is traditional culture imposing restrictions on us. and others may argue that gender is an inherent part of culture and society, and categorizing is just what humans do - even if 'gender' isn't biological, the root cause (the need to categorize people into 'boxes') *is*.\\n\\nsome people have tried to link sex and gender through biology, but gender is such a complex topic, and so heavily influenced by social and cultural norms, that any evidence is highly biased and not very strong. people also confuse cause-and-effect: cultural norms can become so ingrained in us that they *can* affect our health when we remove or alter them, but that doesn't mean they have a biological basis. sometimes gender roles become so ingrained in us that we don't think of them as a performance at all - like men 'just aren't' as emotional, when in actuality men are often implictly taught since birth to hide their emotions. another example would be the gendered statement that men are better at math, and women are better at 'caring' fields; it's very hard to look at a brain scan of a person who has grown up in a society which puts women and men into these roles, subconsciously trains them and places them into these categories since birth in a myriad of ways (including school, parents, adult influence, marketing and television, etc), to the point of possibly altering their developing minds for this path... and then claim that a difference in brain scan means there's an inherent 'born with it' difference, thus proving 'biological gender'. and even if it were true, how much does genetics influence behaviour? it's a highly controversial topic, even outside of the gender debate.\\n\\n\\n\\n...tl;dr; identity is a complicated topic. ... 1.000000 \n", "217683 honestly it is really about how much money your parents have, then your looks. my friends were in sororities and it was such a toxic environment sometimes. though there are great things about sororities (such as the sisterhood and finding a group) there are a lot of very negative aspects (such as how vain sorority recruitment can be). i went through recruitment and i am not blonde nor white. i went in telling myself to ignore the negative stereotypes and focus on having fun. some of the top houses asked me things to find out my family’s finances. it isn’t as direct as some people make it seem. at one of the top houses the girl said “what’s you major? oh that’s so interesting! what made you go into that? are either of your parents in it?” another girl asked me what i did for my summer and i said i worked and went to the beach. she asked if i had a boat and i said no. she immediately looked away from me and refused to talk to me anymore. i nearly cried at that house because i didn’t know what i did wrong. those are not even the worst stories. of course this doesn’t happen to everyone (like i said, i am not blonde or white). similar things happened to a lot of my friends as well.\\n\\ni did have some good conversations and i thought i connected really really well with the girls, but then i was dropped from the house and was devastated. it took a serious toll on my mental health because i felt like there was something wrong with me that i was dropped by 8 houses on the first day, and then by all of them on the second day. i rushed again hoping it would be different, but the same thing happened. i couldn’t stop thinking there was something very wrong with me. my roommate got a top house, but she dropped it. she was from oc and blonde. she told me she felt like the process was vain as well.\\n\\nyes, during rush the rc’s are amazing. it feels so fun socializing! but the truth is the sororities generally know who they are going to take. my friend who was rushing was told by her friend in a house that they dropped her because she didn’t vibe with one girl, even though she got along with the rest. i was told by one of my friends that i was dropped because they were unsure if i could afford being in the sorority since it seemed like i was poor since i had to work. what happens behind the scenes that makes or breaks you getting in is horrible. sometimes it is not about whether or not you make a connection with someone.\\n\\nat each house they pair you with a girl who has done research on you. i had no social media presence at the time and was told by my friends in sororities that i was given girls who were less social to talk to for that reason. it was obvious the girls didn’t want to talk to me sometimes. but either way, it is weird that they do that. i didn’t want to think it was true until i actually did start using social media and rushed the second time. a little before rush, two girls in different houses liked one of my older posts....i am guessing on accident. but it proved to me that it’s true, they do look you up. they say some houses zillow your house. when i was at one house i was telling a story about how my friends had a giant pool party before leaving to college. the girl asked if i had a pool and i said no. she said she thought that i said i did....which i do not know how that would have even came up. i said no and she said “oh right you live by the beach” and i had to tell her again no i did not. that killed the conversation, and i did not know how to recover. nor did i think i wanted to be in a house like that.\\n\\ni could go on and on about how horrible recruitment was for me and people i knew. a lot of my friends were dropped from every sorority. some where blonde and white, some came from wealthy families. it was on luck for a lot of recruitment as well. for example, i was cut from a house because three of the girls i was talking to were cliquey and were talking to each other about their plans to go to vegas soon for one of their birthdays.....as they are rushing me. another time i got along with everyone in the house, but one girl came in and asked what tv shows i like, and then criticized me for watching the bachelor the entire time. when i tried to change the subject, she was cold and mean and wouldn’t look at me and was one-worded. \\n\\ni know this won’t stop people from rushing. i wish the process was better. i had anxiety and depression, which had been better until after recruitment when i started thinking negative about myself again. it made me close to suicidal because i felt like i was the problem. it took a long time to heal from all that and feeling like i was not as good as a white blonde rich girl. i feel bad for giving in to the stereotypes, but my rush process enforced the stereotypes way too much for me. you may have a better time than i did, but i wanted to share my story since i wish i knew sorority recruitment would have been so negative for me. ... 1.000000 \n", "50760 [====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight 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inwhere can you watch fulllength movies online? where can i watch boruto naruto the full movie online squoracomwherecaniwatchborutonarutothefullmquora oct 15 2015hope i can help you movie link below goodnight mommy online an aspect of goodnight mommy perfectly mirrors naruto creator xbbcxwatch goodnight mommy (2015) full 1 day agowatch goodnight mommy full movie free streaming onlineâwatch goodnight mommy 2015 online full movie download free |•english<•~watch goodnight mommy full ... 1.000000 \n", "123535 i'm not in a sorority, but a lot of my friends are, and i've lived in a sorority house. they're not *all* faking their happiness, but a lot of their time is spent carefully crafting an image of carefreeness. they're expensive and time-consuming, especially at the beginning of a quarter; i have friends who are committed to their sorority from 9am to 7pm every day during zero and first week, only allowed away for meals and for class. recruitment isn't much fun either, as it's a dizzying, weeklong back-and-forth across sorority row, leading up to a stressful bid night where you hope that the house you want wants you back. for me, it wasn't worth it.\\n\\nhowever, a sorority's sisters have each other's backs, and spending that much time with the same people can foster some deep friendships. to a lot of people, the greek life system is a great social opportunity, as you're pretty much always around people and always going to events. most sorority girls tend to have a reputation for being superficial, and on social media a lot of them certainly are, but at the end of the day they're a subset of ucla girls as a whole. many of them are very down-to-earth and genuine.\\n\\nto an outsider, a lot of the houses seem very similar on the surface - i'd have to sign up for recruitment and go to each house and talk to the girls in order to find any real difference between them. some of them have a reputation for being more exclusive than others, but any of those questions are better directed at an actual sorority girl.\\n\\nas for specific sororities, i lived in adpi for a summer, and all the girls that i met there were perfectly sweet and helpful. i have friends in agd that i personally think are the least like the sorority girl stereotype.\\n\\ni can't speak for cultural sororities, but i know a few girls in sigma delta sigma who really like their experience there. ... 1.000000 \n", "206572 just to clarify the sorority/fraternity thing:\\n\\n1. there are cultural fraternities (african american, asian, chicano, jewish, etc) (some are gender specific, some not)\\n\\n2. there are professional fraternities (business, law, etc) (most co-ed)\\n\\n3. then there are panhellenic sororities (stereotypical greek life). there are 9 panhellenic sororities on campus. kappa alpha theta (\"theta\") is a panhellenic sorority. technically, theta is a \"fraternity\" because it was founded before the term \"sorority\" existed. it is not special--a number of the \"sororities\" are technically \"all female fraternities\" for this reason. its a cute fact but can get confusing to people new to the system. just to make sure it is clear, theta is a panhellenic sorority.\\npanhellenic holds fall rush and you'll meet all 9 sororities through that process. the top houses are generally considered alpha phi, delta gamma, kappa kappa gamma, and pi beta phi (all four are technically \"women's fraternities.\")\\n\\nlast, you can join more than one of these categories! i knew people who were in a panhel sorority and a cultural fraternity, or a panhel and a professional. obviously, you cannot join more than one panhel sorority. once you are initiated in a panhel sorority, you are barred from joining any other panhel sorority. ... 1.000000 \n", "24839 hey so i joined a sorority but dropped out so i can tell you how the recruitment and initiation process is! you should sign up early so when u pay u can get a discount since it’s early bird pricing or whatever. and recruitment usually is 3 days and you’ll go around to each of the 7( i think it’s 7) sororities and just generally get to know the girls.\\n\\ndo not talk about boys, booze, or the bible!! they won’t accept you or like it if you say you just want to join the sorority to meet cute frat guys or to party. say stuff like you want to be in a community, you want friends, etc etc just something that isn’t too phony or “wild”.\\n\\nnow as an asian girl you may feel a little left out as i did when i went to several of the houses because a lot of them are predominantly white girls. not to say they’re not inclusive but i definitely felt some off vibes with some of the sororities. you may not and that’s cool. \\n\\n1st day is casual but cute wear, 2nd day is a little more formal think business casual, and 3rd day is where u really should dress up to impress since that is when u get accepted by a sorority. \\n\\nsorority girls are pretty nice and welcoming. definitely not like the movies but there’ll always be mean people. sororities are not as big in canada but even less so at uoft. universities like ubc have a bigger greek presence so don’t expect a lot in terms of that. it’s really more of a big friend group to have. not that that’s bad or anything! \\n\\nalso just saying there’s a very slim chance u won’t be accepted. that’s not normal. you’ll def be accepted unless u do smth wrong or unless ur gpa is really low which i doubt you’ll do/have and for the living situation new members start applying in january. chances are you’ll get a living space unless nobody is willing to move out but don’t worry about that yet. \\n\\nfor new members the fee for the year is usually $1000+. depends on the sorority of course and most sororities will let you pay in separate instalments so you don’t have to pay all at once.\\n\\nthis is all i can think of for now! if you need any other advice or anything just hmu! hope u get accepted into ur dream sorority :) they’re really fun \\n\\nps; make sure to ask questions, be in tune, and generally be chill and be social with the girls. they want to get to know you. think of it as a chiller job interview ... 1.000000 \n", "23371 my advice to you, as a sorority member, is to give recruitment a try and follow your heart. i'm sorry if that's cheesy, but it's so true. don't feel compelled to join a particular one if you don't feel it, or none if you realize it's not for you - just give it a chance. \\n\\nwhen i came to ubc, the last thing i thought i would do was join a sorority. i laughed when people brought it up and gave my friends a hard time for wanting to do it. but after not meeting may people in the first few weeks of first year, i decided to go for it. \\n\\ni'm going into my 3rd year too and i can honestly say that my life has significantly improved as a result of joining my sorority. no, you won't be friends with *everyone* in your sorority, but you are bound to find at least a handful of lifelong friends in the group of 80-100 girls who chose the same sorority. \\n\\ni have met not only my best friends, but also my boyfriend of a year and a half through the system. i've been on 3 rec teams and participated in songfest. and i still have 2 years left! i also found people to study with that pushed me to my fullest potential and my average between first and second year went up 20%. \\n\\nyeah parties are common, but you don't have to go to feel included. my bf moved away for grad school so i spent a lot less time going out than i did last year and my relationship with my sorority didn't change. don't be fooled by stereotypes, it really is a lot more focused on friendship and leadership (if you join the right one). \\n\\ni'm can't promote any sorority in particular because it is so different for every person. all i can tell you is that you will not regret going through recruitment - it could lead to the best choice of your undergrad or it could just not be your thing. all i say is to go for it, i'm so glad i did! ... 1.000000 \n", "54869 the world of mcg and panhellenic (or, \"regular\") are like night and day and completely separated from each other. although i was heavily involved in a panhellenic sorority for all 4 years, i still don't know much about mcg. here's how i think it works:\\n\\nmulti-cultural greek sororities divide themselves up by race or ethnicity, basically. you'll have your asian sororities, your latina sororities, your armenian sorority, etc. you would rush for those sororities individually, probably, by attending their events and talking to the girls before receiving a bid. then you'll decide if you want to join the sorority.\\n\\npanhellenic sororities are not ethnically based. panhellenic sororities have a formal rush process at the beginning of fall quarter (starting on the 10th of this year) where every participant has to attend an event held by every panhellenic sorority before ranking their favorites. it's a 4 or 5 day event, and each night the sororities will decide which rushees to cut from their list before finalizing a list of ~ 40 women, and those women will receive bids to join a sorority. it's an overwhelming process, but required to complete if you want to join a panhellenic sorority.\\n\\ni don't know if mcg or panhellenic parties more, and don't think you'll ever receive an unbiased answer for that.\\n\\nif you have more questions feel free to pm me.\\n\\nand if anyone is mcg affiliated and wants to correct me, please feel free to do so. ... 1.000000 \n", "187433 [====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight mommy](http://imgur.com/ayozbup)\\n\\n[====>>> click here to watch full goodnight 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country usa dec 1, 2015 goodnight mommy movietube, goodnight mommy online, watch goodnight mommy online, goodnight mommy full movie, watch hotel watch free movies online find full length movies online‎ ad yidio movies‎ choose from over 34,000 movies your favorite movies · new releases and classics · hd streaming ... 0.999999 \n", "18922 that's so great to hear! i highly recommend rushing. panhel formal rush is during welcome week, with only a couple of sororities that do a spring snap-bid rush (which means there is no formal process--a single sorority will have events and may extend you a bid.) so, definitely go for it during the fall even if you are on the fence/may end up in a cultural sorority because if you miss you, you miss it. you can always drop, but you can't make up for missing rush. further, there is no comparison to rushing freshman year. you never have quite that same experience unless you do it freshman year onward.\\n\\n\\n\\non that note, make sure to sign up properly and show up on time--you cannot skip any day of rush without a legit excuse because each day you rank houses and houses rank you, so the next day you have dropped a couple of houses. when i went you met all 8 sororities day 1, 6 day 2, 4 day 3, and 2 day 4. then on day 5 you received your bid. when i rushed, everyone who finished the process received a bid. that is still true unless things changed drastically.\\n\\n\\n\\nthe dues depend greatly on the house. you'll find out on day 2 or 3 of rush exactly what those are. i cannot remember at all what they were. i remember some were as high as $600/quarter, some more like $200. also, be on the lookout for \"fines\". some sororities fine for skipping events, being late to meeting, etc. but not all do (the one i was in did not fine, but things may have changed.) they should tell you at rush. if they don't say, then they probably do. you can ask your pi rho chi (the person leading you through rush-she will be an active but diassociated from her sorority during rush. you won't know what house she's in and she will be able to answer your questions basically anonymously.)\\n\\n\\n\\n\\ni think rushing was definitely worth it!! ask around about the reputations of houses (delta gamma, alpha phi, kappa kappa gamma, pi beta phi were top when i was there) but do not rely solely on that when you choose. don't skip parties during welcome week over rush--its a great time to hear from the fraternities different opinions. \\n\\n\\n\\n\\n\\ni too have heard that cultural sororities/fraternities haze much harder. my sorority had absolutely no hazing (i know, i know---we really didn't. honestly we we wanted something! but our nationals was cracking down so we didn't even have jokes about it.) i've heard the same from the other panhel sororities. \\n\\n\\n\\n\\none thing to keep in mind is the davis greek scene is neither very big nor very intense. girls don't wear pearls and lily pulitzer every day to rush. all the houses are small, most have no more than 10 live-ins. but this also creates its own unique greek culture. each sorority has satellite houses and pass-down apartments, which means you can host parties/drink/have sleepovers while living with your sisters.\\n\\n\\n\\n\\npro tip: they'll tell you during rush, but don't talk about boys/booze/money/politics at all during rush. as an active, i had some rushies try to sneak money into the convo (my dad has a yacht, etc.), which is a major put-off. if it is organic that is fine (i went to italy & i love pasta, etc.), but no need to brag about lambos or your annual trip to martha's vinyard.\\n\\n\\n\\n\\ni'm a few years out and miss it so much. have a great time!!\\n\\n\\nedit: clarifications ... 0.999998 \n", "22312 um, not sure if there are any sorority members active here, but i'm in a fraternity so i have a faint idea of how it works. if anyone knows for sure feel free to correct me.\\n\\nso in terms of how hard it is to get in, it depends. some sororities are very picky, you have to have qualities they deem desirable, and not all these qualities are actually virtuous ( a friend of mine told me a key factor in who they decide to recruit is how much money they have). obviously not all of them are like that since there are 8 sororities on campus, and most, if not all of them are quite welcoming as long as they think you would be a good fit. some are a lot more competitive with their selections than others though. the qualities i see them look for overall are girls with lots of charisma and who can hold an interesting conversation, as well as girls who are active in their community or have some sort of talent or hobby, or anything they are passionate about. i guess they're just looking for well rounded people who fit with the core values of the individual sorority. you gotta go talk to all of them to see which one works for you, because they're all pretty varied.\\n\\nyou just go to rush events, get a bid, and participate in various activities as a new member up until your initiation. you get a big sorority sister who basically could be your best friend and mentor, or who could just be someone you never really hang out with depending on how much you guys click. the dues vary from sorority to sorority, but are about 1000 - 1500 on average. don't ask me what they cover, a bunch of my sorority friends don't even know themselves. \\n\\nsororities aren't at all into hazing, or any sort of negative treatment to their new members, if that's a concern then you're fine. if you have any more questions about the greek system as a whole, just pm me! ... 0.999997 \n", "6108 disclaimer: i'm not involved in greek life and this is the impression of someone who's not the biggest fan of the greek system. hopefully someone with more insider knowledge can flesh this out for you.\\n\\nsomething like a quarter of undergrads are in a greek organization. greek life does not dominate campus social life like it does at many large state schools, as co-ops and self-op houses host a significant portion of the large parties and events on campus. in addition, large parties hosted at fraternities are open to all students so you don't get the stereotypical exclusive in-or-out scene that you'd see elsewhere. as a side note, it's worth it to hop across the bay and check out cal's greek life for some context; go on a football saturday and you can get into the day parties without too much trouble.\\n\\nrush happens once a year at the beginning of spring quarter (which i think is nice since you have a long time to get a feel for the different organizations). most people rush as freshmen, though it's not uncommon for sophomores or even a few juniors to rush as well, though they won't have a good shot at the more \"mainstream\" frats/sororities. fraternity rush is basically two weeks of going to rush events hosted by the various fraternities, bumming around eating pizza and drinking soda (rush is dry by rule), and chatting with the brothers. at the end of the two weeks each fraternity has an off-campus retreat which they invite a smaller list of the rushees (?) to, and after that's over they send bids to the guys they've chosen. sorority rush is significantly more of an ordeal...my understanding of the process isn't completely clear. but basically over the course of three days or so, all the girls get dressed up and meet in one central location with representatives from all the sororities and proceed to girl-flirt with each other in six-hour sessions until the sororities come up with a list of who they want. i have yet to meet a girl who actually enjoys this process (and that includes the sorority reps). the fraternity pledge process varies significantly between organizations...some frats have fairly traditional pledge processes with significant hazing, while others denounce hazing all together and don't even call their new members \"pledges.\"\\n\\ni don't even really remember all of the greek organizations we have (and there aren't many with such a small undergrad population), but i'll go over some of the notable ones. it's important to keep in mind that although each organization has a certain stereotype associated with it, they're made up of individuals. each fraternity and sorority has some great people and many have some horrible ones. don't let the group that a person is a part of permanently color your impression of them.\\n\\nalso as a side note, what i've listed below are just the major greek organizations, but there are also specific cultural fraternities and sororities (asian, black, latino/a) that you shouldn't discount if you're looking for a community.\\n\\nfor fraternities there's...\\nkappa sig: kinda douchey for my tastes, one of the most \"fratty,\" pretty harsh hazing\\nkappa alpha: tons of athletes, also pretty stereotypically fratty\\nsigma nu: lots of \"nice guys\" while still trying to maintain a fratty image, sig nu is a contradiction that gets a lot of shit from all sides while still being pretty popular\\nphi psi: used to be the unofficial \"engineering\" frat, seems to have gone through a bit of a rebranding and are now trying to be more fratty and have a larger social presence\\nsig chi: sort of a southern fratty, kind of a bad reputation in my experience with a lot of assholes\\ntheta delt: stoner frat, low-key and chill although they're also trying to become more of a social/party presence\\nsig ep: unhoused, the un-frat, no hazing or pledging, really bucks the fraternity stereotype, very well-liked in stanford's progressive culture for being true nice guys but don't get much respect from the more serious frats\\ndtd: unhoused, laid-back fun guys who just want to drink, a spectrum of nice guys to assholes\\nsae: recently unhoused, fratty, had some bad rumors about girls getting drugged and eventually lost their house on a sorta bullshit charge from university administration\\n\\nfor sororities i know even less, but i'll tell you my impressions...\\ntheta: \"top\" sorority, attractive and diverse-ish\\npi phi: rich blonde girls\\ntri delt: athletes...?\\nkappa: unhoused (although they've unofficially taken over a dorm on campus) exclusive/sorta snobby\\nalpha phi: unhoused, think they're better than they are but still pretty mice and open\\nchi omega: unhoused, \"bottom\" sorority, every girl who rushes has to be put into a sorority so chi o is huge right now, but they're pretty down-to-earth\\n\\ntake these impressions with a grain of salt and if you're interested, do your own research. there's some info available online if you look for it. congrats on your acceptance. ... 0.999990 \n", "70464 hi! you sound a lot like me and how i felt coming in to usc. i'm also a girl, and i found that sorority life was so not for me. i rushed for a day and dropped halfway through that first day of house tours because i just felt like i was pretending to be someone i wasn't (and rush, by the way, for sorority members, is all about faking being nice to everyone, even if they obviously aren't a \"fit\" in your house, so they want to join. it was so insincere).\\n\\n if you're a guy and even vaguely interested in greek life, i always suggest rushing because otherwise you can't get into greek parties, but for girls, you can get into literally any party (on the row or off it) and honestly, sororities just seemed like such a hassle. most of my friends who were in them ended up dropping by junior year because they realized they were happier with their non-sorority friends (or the one or two girls they became really close with in the sorority). at their best, sororities seem like a great idea, but in my experience my friends found them to be insincere, passive-aggressive, and judgmental, all while smiling and pretending to \"love their sisters!\" \\n\\nit sounds like you're going to be really busy with non-greek life. i'd say wait a year and if you still kind of want to rush after your freshman year, do it. \\n\\nalso just a note on a cappella groups -- they're practically sororities / fraternities on their own. practices are super long and you definitely bond with your groupmates. my roommate was in the sirens (the all-girls group) for all four years of college, and she loved it. it was essentially a sorority. many of the other groups have houses as well (the socal vocals, reverse osmosis, troy tones), and throw fundraisers / parties etc. they're pretty well established as social groups in addition to a cappella groups.\\n\\ngood luck! welcome to the trojan family:) ... 0.999990 \n", "222402 you are either dishonest or dangerously delusional.\\n\\n* according to the[ **national institute of justice**](http://www.nij.gov/topics/crime/rape-sexual-violence/campus/pages/increased-risk.aspx) sorority membership is a \"risk factor\" for sexual assault — 25% of sexual assault victims surveyed were sorority members but only 14% of non-victims surveyed belonged to a sorority.\\n* according to the[ **national institute of justice**](http://www.nij.gov/topics/crime/rape-sexual-violence/campus/pages/increased-risk.aspx) sorority membership is a \"risk factor\" for sexual assault — 25% of sexual assault victims surveyed were sorority members but only 14% of non-victims surveyed belonged to a sorority.\\n* fraternity men are[ **three times more likely**](http://www.theguardian.com/commentisfree/2014/sep/24/rape-sexual-assault-ban-frats) to commit rape than their non-greek peers. ... 0.999989 \n", "2193 my post was more of a facetious remark rather than a whine. i thought it was quite clever, actually. it is not a legitimate argument because it is not intended to be one. \\nbut hey, i need a break from my work. i'll provide an actual argument. it is a good exercise in science to be able to justify points, so why not here. \\nthis article is very clearly intended to be disparaging and nothing else. the language used such as \"snowflake alert\" in all caps, and hyperbole such as insisting students cannot even face differing opinions for fear of psychological damage, are all obviously meant as a direct insult rather than an argument. while i recognize the article does include an argument for free speech in centers of higher education, it is an ancillary quote, and it is apparent that the purpose of this article is to be insulting. like your mistaken interpretation of my gibe, this article signals displeasure with this policy, supported only by the *ad hominem* of the \"dainty, fragile\" students juxtaposed against congressmen who could apparently handle his rhetoric. as such, if you take issue with people spouting insults devoid of content or rational argument (as we all should), then you might consider being a bit more critical of this article by itself. \\nas a further exercise, i selected the first 3 articles listed on the daily wire (not including this one posted above). i imagine this is similar to being on the \"front page\" or something like that. i've listed them here. \\n1. [democratic councilman forced to resign after furor over his furry fetish](http://www.dailywire.com/news/20832/democratic-councilman-forced-resign-after-furor-emily-zanotti) \\namusing alliteration in the title notwithstanding, this is also an article meant to insult rather than present any legitimate argument. the language used is very clearly disparaging (e.g. \"this is where it gets weird\", etc.). it's also directly copied from another site (linked from the article here). despite the lack of journalism, i did enjoy the last line. \\n2. [female islamist: i enjoyed torturing women in front of their families](http://www.dailywire.com/news/20830/female-islamist-i-enjoyed-torturing-women-front-ryan-saavedra) \\nthe sensationalist title should make your judgment alarm go off and immediately question the motives behind this article. again, it is purely copied from other articles, both of which (like the previous example), are dubiously reported in their own right. by the way, it excises much of the detail presented in the original articles, as well. it picks out the most sensationalist parts, and presents only those. immediately afterwards, it presents another article and summarizes the number of potential terrorists in that area, and how dangerous many of them are. it is very clear that the point of this article is fear-mongering. \\n3. [watch: paranoid maxine waters says internet is trying ‘to kill’ her](http://www.dailywire.com/news/20829/watch-paranoid-maxine-waters-says-internet-trying-ryan-saavedra) \\nthis is also clearly meant to be insulting rather than informative. besides the obvious title, statements like, \"waters than ratcheted up her normal level of crazy\", serve to show this. the article means to insinuate that she believes people on the internet are literally trying to kill her, when the video shows nothing of the sort, unless taken out of context (which this article clearly does). the last two paragraphs of the article are also very sensationalist. for example, the insinuation that she \"lumps\" certain members of trump's cabinet with the kkk and nazis is highly exaggerated. following the link and watching what she actually says, she does not group them together as one, but mentions them after talking about the other. this would be like citing my comment here and saying that i \"lump\" maxine waters with torture. again, highly out of context and meant to insult rather than present a well-formulated argument. it is also very clear that the last two paragraphs have nothing to do with the demonstrating paranoia, but are meant to insult waters. again, we see more statements *ad hominem*, meant only to disparage. \\nso as you can see from these articles (again, i did not curate the selection in any way), the very agency who wrote this article op posted is precisely the type of rhetoric you are (rightfully) so disdainful of. it does not explain anything regarding what they disagree with, such as the actual politics of the councilman, issues regarding isis, or policies of waters. they just signal displeasure with it, like how weird the councilman is, how many potential \"terrorists\" live in the uk, or the poor interpretations of what waters has said in the past. they support their articles only by disparaging *ad hominem*, as with the attack on the councilman's private (albeit strange) hobby, the selective display of only the most sensationalist bits of an interview, and the polemic of waters (e.g. \"ratcheting up her level of crazy\"). \\ni am not concerned in the least by dailywire making the school look foolish, for dailywire makes itself look foolish on its own. \\nby the way, regarding my credentials (although i don't quite subscribe to credentialism), i received my undergraduate degrees in the biological sciences and computer sciences. my phd will be developmental biology. ... 0.999985 \n", "13986 >i certainly wanted to make it clear that both men and women have the exact same chances of getting raped.\\n\\nwell, *that* certainly isn't the case. both men and women can be victims of rape, but there is no evidence that men and women are actually raped at the same rate. all of the evidence is to the contrary - that women are more likely to be victims of rape. in either case, your \"correction\", whatever it's purpose, wasn't relevant to the point i was making.\\n\\n>i would certainly want my future son to attend a rape education class, where he can learn about sexual assault and rape against men.\\n\\ni don't think that anyone is disagreeing about that. indeed, i've already argued that i think the campaign is a poorly articulated *critique* of rape prevention campaigns that primarily target women. if you feel that there should be more rape education for men, though, why not start organizing yourself?\\n\\n>i actually have not seen one of these perennial campaigns, or if i have i just haven't realized it. \\n\\nare you a woman? if not, you probably haven't been targeted with these kinds of campaigns. i lived in an all-female dorm for a while and was absolutely bombarded with messages reminding me to be vigilant at all times. it was ridiculous; as though *were* something to happen, it would be my fault for not preventing it enough. \\n\\n>i'm simply showing that if i could tell my son pieces of advice that would help him from not getting mugged, stolen from, or raped, i would offer those preventative pieces of advice.\\n\\nyes, but there is not a social message that already exists which systematically tells men that if they are mugged, robbed, or raped, it must have been because they were \"asking for it\" for some reason. men and women can both be victims of crimes, but women are more likely to be told that their own behaviors are the *reason* that a crime was committed (i.e. because of what she wore, because she was flirting, because she was drunk, because she had a slutty reputation, etc.). i have literally heard defense attorneys argue in court than an unconscious underage woman who was violated with foreign objects was not raped because she had a reputation for being a slut. there is a big difference between recommending that someone lock their door to avoid a theft and telling a woman that she shouldn't have too many sexual partners or else they are inviting an assault. \\n\\nin any case, since you've already said that you aren't familiar with these campaigns, you will have to take my word - as someone who is - that the message is very much that the onus is on you (as a woman) to avoid doing something that will get you raped. as someone who also gets friendly safety reminders from the police on how to avoid getting carjacked and robbed, i can testify to there being a distinct difference in content and tone.\\n\\n>condemning a whole gender for an act they have not yet committed isn't the same as offering tips for preventing acts of violence.\\n\\nthe subtext of the rape prevention campaigns directed towards women is that \"you can prevent rape by changing these behaviors\". the posters turn that dynamic from women onto men to highlight the absurdity of blaming a single gender for rape. again, it isn't literally condemning all men for rape, it is pointing out the *absurdity* of blaming women for rape. \\n\\n>however if the parody is ineffective for people to realize it is a parody, then what purpose does it serve? once again, it does nothing to start topics of conversation, and only hurts peoples' opinions of the people who posted them.\\n\\nyou keep putting words in my mouth. i didn't say it is effective, i didn't say it served a purpose, i am just explaining that it doesn't mean what you thought it meant. it doesn't reflect an inherent hatred of men, it reflects a bad attempt at parody. i have no problem with people criticizing the campaign. it is a bad campaign. however, it isn't necessarily bad for its underlying message so much as its failure to successfully execute that message.\\n\\n>if that is the case, they need to restate what they say in a way where the other person doesn't feel attacked.\\n\\ni hear what you are saying, but this isn't a case of someone pulling a \"not to be a dick, but...\" - it is more like when someone says something sarcastically and the audience thinks that they are being serious. ... 0.999985 \n", "7174 i feel like greek life is pretty controversial at nyu as you can see by all the downvotes. i personally was interested in nyu because of the small greek community. if you're interested in greek life, it doesn't hurt to look into it and go to meet the greeks/club fair and/or even rush. but, don't think that it's a must to enjoy your college life. the reason why greek life is so small at nyu is, i'm sure, because you're in *manhattan*. \\n\\nalthough i wasn't into greek life, i ended up joining a sorority. it's not a panhel sorority, and smaller, so i'm very close to all my sisters and many of us are very close to other chapters and the fraternities we socialise with. we have conventions every year and tons of events together. we're big on cultural events and philanthropic events as well. i joined a sorority to find a community, and although i did find the girls i really click with so well, i strive to branch out. something i don't like about greek life is how some men and women can be when they're together in a group, and how cliquey they can be. it seems that a lot of greek people will only hang out with greeks, and i personally don't like that. however, the process i went through to join the sorority made me grow as a woman and i am much more confident and has really helped my professional life. \\n\\nall greek communities are different, so my experience i'm sure is much more different than most others. depending on what fraternity or sorority you rush for, you're going to have a different experience. it could be bad or good. i personally am thankful for the experience i went through to pledge for my sorority, but i also have my own life and am working full-time while going to school so that i don't get caught up in the parts of greek life i want to limit myself from (such as going out too much, getting involved in drama, etc.). ... 0.999984 \n", "6270 congrats on your acceptance! i am a first year at barnard right now. i applied ed to barnard in 2018 because i really liked barnard's curriculum and community feeling as a small school within a larger university. all the first years live in the same building which is a lot of fun. \\n\\ni think it's sort of hard to understand the relationship between the two schools until you actually set foot on campus (and the amount of time you spend at one vs the other really depends on your personal preferences), but as others have commented, i would say that any animosity disappears after nsop (orientation). i have a lot of friends in barnard and cc along with a couple in seas and gs. my experience has been that no one looks at you differently because you're a barnard student. all four schools share extra-curricular activities with the exception of student government. each school has its own government. the clubs i'm most involved in are a mix of students from all four schools. barnard students have access to columbia libraries and columbia students have access to ours. i prefer butler, a columbia library, to others, but i have plenty of friends who prefer barnard's library milstein. people often joke that it has too many men for a women's college library, so it's definitely used by people from all over campus. we can swipe into columbia dining halls and they can swipe into ours (side note -- columbia dining is amazing, such good food, such kind staff). barnard students also have access to the columbia fitness center. \\n\\nregarding classes, barnard students don't take the core, but neither do gs students, and seas only has to do 1/3 of the core. i really like the barnard curriculum of foundations and the modes of thinking because there's so much flexibility. last semester and this semester, i've found that half of my classes have been barnard and half have been columbia. it sort of depends on your major. my major is housed at barnard it would be impossible for cc students to complete it without barnard as certain courses required for it are barnard classes. but there are also departments housed at columbia where barnard students majoring in those fields would have to take mostly columbia classes, such as a classics major. the more popular departments, such as poli sci, have classes on both campuses. \\n\\ni love barnard and columbia and i think it's a really great community. ... 0.999982 \n", "83723 i go to uga and basically for like 7 days in a row you’re literally running from house to house in heals/platforms/whatever, your nicest outfits with your curls falling out of your hair because of the humidity literally sweating your makeup off from 6:00am to 7:00pm. so you go to orientation first. the very next day you start getting up at 4:00am from then on out. same thing every day for about four days; up at four, hair, makeup, outfit, shoes, accessories, and name tag . you pack your [small] purse with an electric fan, touch up makeup, schedule for the day, and note cards with your name, round number, house number, and house name on each of them. you then meet your assigned rush group at the tate center at 5:45am. your group is led by a gamma chi (γκ). your gamma chi is your new mother lol. she is an older girl in a sorority who disaffiliated with her sorority from the previous spring break ‘till present so she can help you through rush without being biased or swaying your opinion. you don’t get to know what’s she’s in until the bid day gamma chi reveal. at tate you have coffee and breakfast with your gamma chi group (rush group) and wait for the busses. when they pull up, about 2,000 girls eventually get on all of them and they take you milledge aka sorority row. you follow your schedule with the help of gamma chis and go to each house. when you get to a house, you stand under a tent on the lawn (sometimes with fans) and revive yourself with what ever drinks and snacks are provided under the tent. then, two gamma chis will call your name and line you all up. you will hear screaming from inside the house as three girls on panel in their sorority, including the president, will come out, introduce themselves, and welcome you. then, you get pushed and shoved into your place in the house. all the girls are in there doing their chants. when they’re done you get paired up with a girl and she talks to you for about 15 min and the time flys by. then, she walks you out and through a spirit tunnel where everyone is cheering you on. you make a note about the house in your phone. next house; same thing the rest of the day. after your last house you meet back up with you gamma chi and group to rank your houses. as the week goes on, you tell your gamma chi your tops and bottoms, and you see what houses you get invited back to. the last day is pref round. you only get asked back by two houses. you go to both and probably cry at their recrutment video lol. then, it’s back to your gamma chi to pick your favorite and rank it first or suicide bid. if you put down two houses you’re guaranteed one of them, but if you only put down one and they don’t pick you, you’re out. that’s the suicide bid. (thant’s what i did and got it bish!!) if you suicide, you stay up that night waiting for your gamma chi to let you know if you’re in or not. if you get good news, you go to bid day the next morning. you meet your group at tate and your gamma chi’s get on stage in groups, by sorority and reveal their sorority chant by chant. then the put you all, group by group, in circles with your backs to each other, awaiting your fate. they go around and hand you your bid card and count down. you then turn around, look at your card, scream and hug each other, then meet your new sisters. busses will take each group of pledges to their new homes (aw i’m getting in my feels reliving this). you get off the bus at your house and get tackle-hugged by one of your new sisters. she’s your bid day buddy and she’s there to make sure you’re taken care of that night as you go from frat to frat. she pulls you inside, puts you in an outfit with your new letters on it, dumps glitter on you then takes you out for the wildest night of your life. then end lol. \\ni can’t tell you anymore or i’ll have to kill you ;) ... 0.999981 \n", "3470 i wrote and submitted an op-ed after being asked to do so which may be relevant in this thread; it talks about the consent issue more in depth:\\n\\n> for the reader’s discretion: the following article discusses sexual assault at length.\\n> \\n> recently, the article “fucking white boys” was published in the daily cal opinion column. the article proved to be quite controversial both on facebook (with over 200 comments posted) and the uc berkeley subreddit. \\n> \\n> the multiple issues that this controversy presents are complex and warrant extensive discussion—a respectful and serious discussion, one which was not attempted by the majority of commenters, both supporting and rejecting the article.\\n> \\n> i found the article to be disturbing. columnist maggie lam describes an encounter with a boy named sam, who has been hooking up with maggie’s roommate, whom i will call roxy, and from the context of the rest of the article, presume to be white. the events are stated matter-of-factly below:\\n> \\n> while roxy has been hooking up with sam—a white man—they have not put any labels on their relationship. maggie is aware of this fact, and has talked about sam with roxy, who seems okay with maggie and sam being intimate.\\n> \\n> one night, maggie makes eyes with sam at some event, and then asks to kiss him. he reciprocates, though when they get back to maggie's room, closer to the act of having sex, sam changes his mind. he says, \"i feel bad,\" noting that while he and roxy don't have a discussed agreement with regards to the terms of their relationship, he feels he might be breaking roxy's trust. maggie then responds by saying \"i really don’t fucking care,\" and they continue to hook up. a few more times, he says he \"feels bad,\" but they continue to hook up. maggie then sarcastically tells him that she didn’t know he had feelings. eventually, maggie shows him the door.\\n> \\n> maggie did not get enthusiastic consent from sam, a point which the article champions. maggie’s “[successful] sexual pursuit” becomes a “fixation” as she describes, hindered only by his pleading. she then shames him for his sexual hesitance. despite these actions, maggie describes herself as “sex-positive.” she is not. quoting a [previous daily cal](http://www.dailycal.org/2012/10/02/think-sex-positively/) column, “sex-positivity promotes the view that sex is healthy for people and that people can experience their sexuality however they like, so long as they engage in safe and consensual practices.” \\n> while they had slept together previously, previous consent does not imply current consent. yes means yes—“i feel bad” does not.\\n> \\n> some commenters contested that sam continuing to touch maggie while she pressured him implies consent. it does not—and that assumption can be scarring: during sophomore year, i met up with a guy; he asked me to do things i really, really did not want to do. but while i protested, he wore me down and i capitulated, feeling uncomfortable to say no. i recall looking in the mirror afterwards and saying to myself, “you are disgusting.” i hated myself. it took me a long time to come to terms with what had happened. i have dated many people in my time at cal, and a tragically large number of them have experienced far more egregious incidents of sexual assault.\\n> these assaults are perpetuated by rape culture, that is, “[a culture in which rape is pervasive, prevalent, and normalized](http://publisher.abc-clio.com/9780275999865/20?ajax).” it is something fostered by a culture which treats sex as a “pursuit” that when resisted can become an admissible “fixation.” rape culture is most commonly witnessed as the normalization of sexual violence towards women, but it is something that is damaging when used against any gender, e.g. the repeated usage of the term “fuckboy,” a term [historically used to equate male victims of rape to that of sexual property](http://www.affinitymagazine.us/2016/04/18/quit-saying-fkboy-the-history-behind-an-ugly-word/).\\n> \\n> up to this point, i have not discussed the aspect of race in the context of the article. it is something that must be addressed because there is validity to maggie’s central complaint—that of the objectification of asian and asian-american women at the hands of white men. it is something that demands discussion and dialogue. yet the post undermines this opportunity by using sexual dominance as a tool to correct oppression.\\n> \\n> but i must admit my status—i myself am a white man. and in no way can i invalidate maggie’s feeling—that she has been treated as a sexual object in the past. i have not experienced what maggie has experienced, nor what countless other asian and asian-american women experience at the hands of white men. what to take from these comments is not that these incidents of objectification do not happen—they most certainly do—but that the evidence used here is fundamentally unsubstantial and damaging to the greater crusade against sexual oppression and rape culture. we all suffer when consent is violated, whether one be male, female, gender-non-conforming, white, black, asian, latin@, native american, privileged, or disadvantaged. \\n> \\n> regardless of the article’s danger, personal attacks against maggie were rampant in the facebook comments of the original post. slut shaming, misogyny, misandry, and other loathsome statements are unacceptable for members of the uc berkeley community. all of us as cal bears, students, and human beings deserve respect.\\n> ... 0.999969 \n", "12186 the whole thing about my ex is that to some extent i know why she broke up with me. i've done a lot of introspection and talked to a lot of people to get some third party insight with what was going on. she was my first relationship ever. mind you i wasn't looking for a relationship because i knew we were all transitioning from high school to college and that people change in college. i remember the few months we were unofficial i had some pretty lengthy discussions with her about things i found important: how is your relationships with your parents/siblings?, what do you want to do with your life?, what does this relationship mean to you?, what would you do if things didn't work out?, what is your history with relationships? how many have you had? how far has it gone? what have you learn from it?, what do you expect from a relationship?, what are your political opinions?, what is your opinions about alcohol or drugs?, what are you intentions with this relationship?. what do you think is the most important things to maintain in a relationship?, etc. as you can tell, i am straightforward about things and took it very seriously. i knew that high school sweet hearts have a very small chance of working out but after talking to her i felt that if things didn't work out at least we would talk things through. i fell in love with her because i didn't have to be fake, i was just being myself and she found that attractive and in turn i found her attractive. i didn't care about how she looked because appearances can be deceiving. i'm an introverted person but she opened me up to new experiences that were exciting. i was very happy to be with her but then my dad got deported and i couldn't give her as much attention that i was initially giving. i knew i wasn't the best boyfriend but i wasn't the worst. our relationship wasn't toxic. she felt burnt out. it was just shocking because over the summer i was anticipating to spend more time with her and in general be a better boyfriend. i didn't expect to be shot down so terribly though. i shared my messages with some strangers and told them more of the details and they simply told me that she wasn't worth crying over and to remove her from my life. she texted me in the end that she didn't want to learn from the time we spent together and that she's going to learn at her own pace. i know we aren't an item anymore so i wasn't entitled to any honestly at that point. i apologized a lot and went on my way with no contact. i did a lot of self reflection and tried to piece everything together. the love blindfolds were off and i noticed some pretty drastic red flags. one of the most important one was transparency, my friend from rhode island (he goes to brown university) would send me text messages at midnight asking me if i was a frat party. i would tell him no and he would explain that my girlfriend was. this happened quite a bit, i told her it isn't about what she did it, but that she wouldn't tell me what she was up to. i gave too much benefit of the doubt to her. another one was that every time we walked down frat row she would recite each house and their activities but she wasn't doing well academically (she was getting c's in ge courses). i can see her prioritizes clearly now. after a few weeks, i hit up an old high school friend of mine who i knew as a person who likes to stalk everyone. i asked him what is my ex doing now and he was honest with me. he told me that she's been casually dating and is getting drunk at frat parties. that's what gave me the courage to finally lose my emotions i had for her. i realized i didn't lose anyone special. it was a mixture of relief and disappointment. i know that there are plenty of other people out there, i am taking to time to get over the past and when it's over i'm certain i can fall in love with someone all over again. my mindset is that i don't need to put any effort to find someone, i'll just meet someone and we will click and it'll feel right. ... 0.999966 \n", "10157 hi /u/fellowsgips124, and /u/superhalfcircle, i appreciate your responses.\\n\\nbut hold on one moment.\\n\\n> i've heard first hand accounts about people who have left gracepoint/acts2fellowship, and i've attended it myself. these are some of the things that i've either experienced myself, or have happened to my friends. often these things don't happen or aren't obvious until you get more invested into gracepoint, especially as a junior when they start asking more of you.\\n\\ni can't speak for you or your friends, but only to my own experiences and that of many others i know across various gracepoint churches. bear you in mind that i and the people i know are very much invested in gracepoint, so we're are quite aware of the inner-workings of the church. you can take my comments with a grain of salt, but here they are.\\n\\n> told to not visit family during breaks and to spend all the time doing church-related things or going to church events.\\n\\ni've never experienced this. i know many, many staff (married couples even) who go back home and spend the holidays with family, and as for students, young and old alike, they're also encouraged to visit family during breaks.\\n\\n> peer-pressured to live with church family instead of other close friends, or current roommates\\n\\ni'll agree with you here. there is peer pressure, but i'd make two remarks. one, is that necessarily a bad thing? isn't the biblical picture of a church (say, in acts 2) a spiritual community that spends all its time together, where each member's reference group, their closest relationships are with each other? where your reference group is, there your closest relationships are, and vice versa. secondly, if it is bad (and to say that might reject the biblical picture of spiritual community), it's kind of unavoidable: one of the good qualities of the culture of gracepoint is that there's a high percentage of committed people, and people who do want to live in a tight-knit community, and so they go to the lengths necessary to make it happen. now, can anybody call this a bad thing? the peer pressure comes in when all your friends are highly committed to these *good* values, and this *good* vision, and you're not as totally sold on it. then, there's peer pressure because everyone else is doing these (not bad, but good things), and you don't want to take it as seriously. it's an inherent downside, i agree, but it's what happens when you've a group of committed, serious people—the not as committed, not-as-serious people feel left out. the same happens when all your friends are going to every event, which isn't a bad thing, but as a result you feel an inherent peer pressure to as well.\\n\\n> shamed for not attending 5/+ church events in a week, belittled for deciding to spend time studying for exams instead of attending another event (even though they went regularly to church and friday fellowship already).\\n\\nagain, never been \"shamed\" or \"belittled.\" those are some very specific verbs. and anyway, i again encourage you to look at christians in the bible. their sole purpose in life was to build up the church, the one thing that jesus left here on earth after he returned to heaven. there are no part-time christians, and since the bible considers the church an integral part of christian life, i would hope that no matter what church you attend, you're serving there and totally on fire for it, and go to every event there where possible, doing all that you can to build up that community and see it multiplied.\\n\\n> no dating rule for undergrads. if they found out you were dating, heavily discouraged you. basically told to break up. this no dating rule was \"revealed\" at winter retreat to the females when the genders split up, but never told to the guys.\\n\\n> extreme gender segregation-- even for short car trips of no more than 20 minutes, girls were all in one car while guys were in another.\\n\\nyeah, part of the culture is that dating as undergrads is strongly discouraged, and casual dating for all is strongly discouraged. the reasoning is that the bible holds marriage in high regard, and so dating should be toward marriage. but also, one of the reasons is that romance is often an idol and a distraction to seekers and christians trying to genuinely grow in their faith (if not to you, then to others when there's people everywhere visibly chasing it in the church). you can hardly deny that romance is idolized in our culture and when this pursuit is brought into the church, the church becomes a market place, and it affects everyone. part of the call of christians is to lay down your rights for the sake of others: paul says that if he does something that's not inherently sinful (so if you are able to date in a god-honoring way) but it stumbles others, for him, it is sin. therefore, they try to emphasize same-gender relationships. if this is a sticking point, the staff acknowledge that this isn't the only way of doing things, and understand if you prefer to go to a different fellowship/church.\\n\\n> told to ignore holy spirit convictions and obey the leaders.\\n\\nif something your leader tells you goes against your (biblically-founded) convictions, then you could take it to a higher up. my leaders have encouraged me to do things i didn't at the time want to do, yeah, but it was never unbiblical, and further out, i always saw that it was for my growth or to correct some outstanding sin issue that did need dealing with. still, you can have disagreements in convictions: gracepoint has a very specific vision, to plant and build up churches in college towns, but many people have different convictions. the church frequently sends off with their blessings graduating seniors who want to go back and serve at their home church or be missionaries.\\n\\n> at retreats, you'll likely fill out a sheet with all your prayers and personal problems. then they will collect it as you walk out at the end of the night, in a way that makes you feel like they'll just throw it away or won't actually read it, but they go through every single one and whichever \"staff\" has been assigned to you will contact you about your problems.\\n\\nyou only have to confess what you want. they're not asking for your deepest darkest secrets, but if there are sins you're struggling with that you can't deal with alone (e.g., certain addictions which are difficult to break by sheer will alone), why not share it with others and get help? the staff aren't there to make you feel bad, but to help you grow spiritually.\\n\\n> pastor's wife literally said that there was no point for females to make guy friends, since your husband would be jealous once you married.\\n\\nthat's a misrepresentation of what they say. they say that once you get married, you're not going to be able to have close friends of the opposite sex. it just looks weird if you're spending time (no matter how innocent it looks on the face of it) with a person of the opposite sex that's not your spouse. but the same is not true of your same-gender friendships, which can be lifelong and close and intimate, which is why they emphasize those.\\n\\n> flooding of online presence. this isn't necessarily cult-like but it definitely raises some eyebrows in my opinion. type \"gracepoint berkeley\" into google and look at how many websites there are. gracepoint video, dis-gracepoint, gracepoint announcements, gracepoint ministries, gracepoint devotions, gracepoint worship, gracepoint forum, the list goes on. it's not necessary to have an individual site for each one.\\n\\nnot sure why this raises eyebrows. it's not harmful is it? is there something you'd rather show up when you google gracepoint?\\n\\n\\nin all these things, i'm either strangely seeing an inconsistency with the experiences you've presented and what i and others have seen (e.g., being told not to visit family), or, some of your observations are indeed correct, but your conclusions may indicate a low view of christianity or the church. if gracepoint is indeed following what jesus' and his disciples' vision for the church, and you find that cult-like, then it's an issue with jesus and his over-the-top, taking-this-christian-discipleship-and-church-stuff-too-seriously calling, rather than with gracepoint itself.\\n\\ni encourage you to find a church where god's word is preached and lived out faithfully, and where you can grow spiritually and serve and take seriously jesus' high, high calling for every christian. that can be anywhere, but i also believe from experience that gracepoint is such a church. ... 0.999965 \n", "\n", "[25 rows x 3 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 74 } ] }, { "cell_type": "markdown", "metadata": { "id": "auNbxUBhQLj_" }, "source": [ "We show the twenty five comments with the lowest predicted probability of the post being classified as female." ] }, { "cell_type": "code", "metadata": { "id": "auqWtvi-EpZp", "outputId": "6e878da4-a851-47af-da08-424d5c2dc88d", "colab": { "base_uri": "https://localhost:8080/", "height": 1000 } }, "source": [ "uni_w_y_pred.sort_values(\"y_predicted_prob_post_fem_class_non_classifier\", ascending = True).loc[:, [\"comment_body\", \"subreddit\", \"y_predicted_prob_post_fem_class_non_classifier\"]].head(25)" ], "execution_count": null, "outputs": [ { "output_type": "execute_result", "data": { "text/html": [ "
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comment_bodysubreddity_predicted_prob_post_fem_class_non_classifier
119347from the nfl website (i will try to change it to college rules when i notice the difference)\\n\\n\\nbeginner's guide to football\\n\\none 11-man team has possession of the football. it is called the offense and it tries to advance the ball down the field-by running with the ball or throwing it - and score points by crossing the goal line and getting into an area called the end zone.\\n\\nthe other team (also with 11 players) is called the defense. it tries to stop the offensive team and make it give up possession of the ball. if the team with the ball does score or is forced to give up possession, the offensive and defensive teams switch roles (the offensive team goes on defense and the defensive team goes on offense). and so on, back and forth, until all four quarters of the game have been played.\\n\\nin order to make it easier to coordinate the information in this digest, the topics discussed generally follow the order of the rule book.\\n\\n\\n\\nthe field\\n\\nthe field measures 100 yards long and 53 yards wide. little white markings on the field called yard markers help the players, officials, and the fans keep track of the ball. probably the most important part of the field is the end zone. it's an additional 10 yards on each end of the field. this is where the points add up! when the offense - the team with possession of the ball-gets the ball into the opponent's end zone, they score points.\\n\\n\\ntiming\\n\\ngames are divided into four 15-minute quarters, separated by a 12-minute break at halftime. there are also 2-minute breaks at the end of the first and third quarters as teams change ends of the field after every 15 minutes of play. at the end of the first and third quarters, the team with the ball retains possession heading into the following quarter. that is not the case before halftime. the second half starts with a kickoff in the same way as the game began in the first quarter.\\n\\neach offensive team has 40 seconds from the end of a given play until they must snap of the ball for the start of the next play, otherwise they will be penalized.\\n\\nthe clock stops at the end of incomplete passing plays, when a player goes out of bounds, or when a penalty is called. the clock starts again when the ball is re-spotted by an official.\\n\\nif a game is tied at the end of regulation, **college- each period consists of one possession for each team, the order of which is decided by a pre-overtime coin toss. after each period, the order of possession flips.\\n\\neach drive starts at the defense's 25-yard line.\\n\\nif the teams remain tied at the end of a period, they play another. starting in the third period, teams can no longer kick extra points and must go for two after touchdowns**\\n\\n\\nthe players\\n\\neach team has 3 separate units: the offense (see section below), those players who are on the field when the team has possession of the ball; the defense (see section below), players who line up to stop the other team's offense; and special teams that only come in on kicking situations (punts, field goals, and kickoffs). only 11 players are on the field from one team at any one time.\\n\\nto see how the players line up click here\\nthe kickoff\\n\\na game starts with the kickoff. the ball is placed on a kicking tee at the defense's 30-yard line, and a special kicker (a \"placekicker\") kicks the ball to the offense a kick return man from the offense will try to catch the ball and advance it by running. where he is stopped is the point from which the offense will begin its drive, or series of offensive plays. when a kickoff is caught in the offense's own end zone, the kick returner can either run the ball out of the end zone, or kneel in the end zone to signal a touchback - a sign to stop the play. the ball is then placed on the 20-yard line, where the offense begins play.\\nfirst down\\n\\nall progress in a football game is measured in yards. the offensive team tries to get as much \"yardage\" as it can to try and move closer to the opponent's end zone. each time the offense gets the ball, it has four downs, or chances, in which to gain 10 yards. if the offensive team successfully moves the ball 10 or more yards, it earns a first down, and another set of four downs. if the offense fails to gain 10 yards, it loses possession of the ball. the defense tries to prevent the offense not only from scoring, but also from gaining the 10 yards needed for a first down. if the offense reaches fourth down, it usually punts the ball (kicks it away). this forces the other team to begin its drive further down the field.\\nmoving the ball - the run and the pass\\n\\na play begins with the snap. at the line of scrimmage (the position on the field where the play begins), the quarterback loudly calls out a play in code and the player in front of him, the center, passes, or snaps the ball under his legs to the quarterback. from there, the quarterback can either throw the ball, hand it off, or run with it.\\n\\n\\nthe run\\n\\nthere are two main ways for the offense to advance the ball. the first is called a run. this occurs when the quarterback hands the ball off to a running back, who then tries to gain as many yards as possible by eluding defensive players. the quarterback is also allowed to run with the ball.\\n\\nthe pass\\n\\nthe other alternative to running the ball is to throw it. or as they say in football, pass it! usually, the quarterback does the passing, though there are times when another player may pass the ball to confuse the defense. actually, anyone on the offensive team is allowed to pass the ball as long as the pass is thrown from behind the line of scrimmage. a pass is complete if the ball is caught by another offensive player, usually the \"wide receiver\" or \"tight end.\" if the ball hits the ground before someone catches it, it is called an incomplete pass.\\n\\nthe tackle\\n\\nthe defense prevents the offense from advancing the ball by bringing the ball carrier to the ground. a player is tackled when one or both of his knees touch the ground. the play is then over. a play also ends when a player runs out of bounds.\\nscoring\\n\\nthe object of the game is to score the most points. there are four ways to score points in football.\\ntouchdown = 6 points\\n\\na touchdown is the biggest single score in a football game. it is worth six points, and it allows the scoring team an opportunity to attempt to get an extra point. to score a touchdown, the ball must be carried across the goal line into the end zone, caught in the end zone, or a fumble recovered in the end zone, or an untouched kickoff recovered in the end zone by the kicking team.\\nextra point and the two-point conversion = 1 or 2 points\\n\\nimmediately following a touchdown, the ball is placed at the opponent's two-yard line, where the offense has two options. usually the offense will kick an extra point, also called the point after touchdown, conversion, or pat. if the offense successfully kicks the ball through the goal posts, it earns one point. the offense can also score two points by running or throwing the ball into the end zone in the same manner as you would score a touchdown. since going for two points is more difficult than kicking an extra point, the offense generally chooses to kick the extra point.\\nfield goal = 3 points\\n\\nif the offense cannot score a touchdown, it may try to kick a field goal. field goals are worth three points and often are the deciding plays in the last seconds of close games. they can be attempted from anywhere on the field on any down, but generally are kicked from inside the defense's 45-yard line on fourth down. for a field goal to be \"good\", the placekicker (or field goal kicker) must kick the ball through the goal-post uprights and over the crossbar. the defense tries to block the kick and stop the ball from reaching the goal post.\\nsafety = 2 points\\n\\nthe safety is worth two points. a safety occurs when the offensive ball carrier is tackled behind his own goal line.\\nturnovers\\n\\nwhile trying to advance the football to the end zone, the offense may accidentally turn the ball over to the defense in one of two ways:\\nthe fumble\\n\\nwhen the ball carrier or passer drops the ball, that's a fumble. any player on the field can recover the ball by diving on it or he can run with it. the team that recovers a fumble either gets-or retains-possession of the ball.\\nthe interception\\n\\nan aggressive defense can regain possession of the ball by catching (intercepting) passes meant for players on the other team. both fumble recoveries and interceptions can be run back into the end zone for touchdowns.\\nthe two sides of the ball\\nthe offense\\n\\nwhichever team has possession of the ball is the offense. while only the quarterback, the wide receivers and tight ends, and the running backs can legally handle the ball, it is the quarterback who is the leader of the team and the playmaker. in fact, he's a man of many talents - he not only throws the ball, he outlines each play to his team.\\nthe offensive players\\n\\n the quarterback (\"qb\") passes or hands off the ball.\\n the center snaps the ball to the qb and blocks the defense.\\n 2 guards and 2 tackles keep the defense at bay.\\n 2/4 wide receivers catch the ball thrown by the qb.\\n 1 or 2 running backs take the ball and run with it.\\n 1 or 2 tight ends block the defense and can also catches passes.\\n\\nthe defense\\n\\nthe job of the defense is to stop the offense. the 11 men on the defensive team all work together to keep the offense from advancing toward the defense's end zone.\\nthe defensive players\\n\\n linebackers defend against the pass, and push forward to stop the run or tackle the qb.\\n the defensive line (ends and tackles) battles head-to-head against the offensive line.\\n cornerbacks and safeties defend against the pass from the qb to the wide receiver and help to stop the run.\\n\\nusc3.864789e-20
2232i used timothy mcveigh because it was the most horrific example, and probably the only one your mensa candidate brain was capable of remembering. although it seems like you missed my point, probably on purpose, here are many more examples.\\n\\n* [ man yells, \"make america great again!\" before shooting 6 people dead.](http://www.dailymail.co.uk/news/article-3521583/uber-driver-repeated-trump-s-make-america-great-slogan-shooting-dead-six-people-kalamazoo.html)\\n\\n* [man wearing, \"make america great again\" hat murders 2 strangers for no reason.](http://www.dailymail.co.uk/news/article-3748428/cannibal-killer-austin-harrouff-19-wearing-make-america-great-trump-hat-stormed-murdered-random-couple.html)\\n\\n* [a trump supporter murders 2 police officers because they told him he couldn't wave a confederate flag at a high school football game.](http://www.dailymail.co.uk/news/article-3902902/iowa-cop-killer-scott-michael-greene-proud-donald-trump-supporter.html)\\n\\n* [two men beat a homeless man with a metal bar and urinate on him screaming, “donald trump was right, all these illegals need to be deported,” when asked for a comment about the incident trump defends them saying, \"my supporters are very passionate. they love this country and they want this country to be great again.\"](https://www.washingtonpost.com/news/morning-mix/wp/2015/08/21/trump-says-fans-are-very-passionate-after-hearing-one-of-them-allegedly-assaulted-hispanic-man/?utm_term=.f82959c8c076)\\n\\n* [trump supporter attacks a hispanic man and a muslim student at a gas station while yelling, \"trump! trump! trump!\"](https://www.washingtonpost.com/news/morning-mix/wp/2016/03/14/trump-trump-trump-yells-attacker-as-he-beats-hispanic-man-muslim-student/?utm_term=.baf319b8bc11)\\n\\n* [trump supporter stabs a black man unprovoked because he was holding hands with a white woman, tells police they need to release him so he can attend a trump rally that night.](http://www.skyvalleychronicle.com/breaking-news/black-man-stabbed-in-olympia-in-what-police-say-may-be-racially-motivated-hate-crime-2584308) \\n\\n* [trump supporter attacks muslim woman at airport.](http://time.com/4651432/trump-muslim-woman-jfk-airport/) \\n\\n* [a trump supporter punches a 70 year old protester in the face.](http://nymag.com/daily/intelligencer/2016/09/69-year-old-woman-punched-in-the-face-at-trump-rally.html)\\n\\n* [trump supporter arrested for brutally beating protester.](http://gawker.com/trump-supporter-charged-with-assault-after-beating-prot-1766090832)\\n\\n* [3 trump supporters arrested planning terrorist attack to kill muslims.](http://www.huffingtonpost.com/entry/militia-terror-plot-fbi-kansas_us_58014995e4b0162c043c1e90)\\n\\n* [trump supporter confuses an indian man for a muslim at restaurant and says, \"things are different now, i don't want you sand n*ggers sitting next to me.\" before attacking the man.](http://www.rawstory.com/2016/11/drunken-pittsburgh-man-sucker-punches-oblivious-indian-man-he-mistook-for-sand-nr/)\\n\\n* [\"we got a new president you fucking f*ggots.\" men yell as they attack gay man.](http://www.independent.co.uk/news/world/americas/us-elections/donald-trump-president-hate-crime-gay-man-attacked-homophobic-chris-ball-calgary-santa-monica-a7411116.html)\\n\\n* [trump supporters track down and brutally beat an artist because she made a painting of trump with a small penis.](http://www.nbclosangeles.com/news/local/trump-artist-punched-face-nude-painting-los-angeles-378062381.html?_osource=nbcnews_twitter) \\n\\n* [trump supporter who sucker punched protester: “next time, we might have to kill them.”](http://www.insideedition.com/headlines/15177-trump-supporter-who-punched-protester-next-time-we-might-have-to-kill-him)\\n\\n* [trump is asked to comment on his supporters brutally beating a black man, he responds with, “he was obnoxious! maybe he should have been roughed up,” ](https://thinkprogress.org/donald-trump-my-fans-were-right-to-beat-up-black-protester-32639e4da487)\\n\\n* [\"you fucking gorillas and baby monkeys, we voted for trump. trump's building a wall, beaners, and you'll be going back to where you belong.\" man yells at black elementary school children unprovoked before he swerves his car at them attempting to hit them.](http://patch.com/new-york/bed-stuy/bed-stuy-school-kids-harassed-driver-yelling-f-black-lives-they-dont-matter) \\n\\n* [trump supporter assaults woman at rally and then says he wouldn't of done it if trump didn't inspire him to attack her.](http://www.nbcnews.com/news/us-news/trump-supporter-accused-assaulting-woman-campaign-rally-blames-president-n747151)\\n\\n* [trump supporter recognizes famous anti-trump playwright, walks up to him in a restaurant and says, “sieg heil! fuck you, you jew cunts, we’re gonna kill all of you.\" before attacking him.](http://www.vanityfair.com/hollywood/2017/01/jon-robin-baitz-trump-inauguration-assault)\\n\\n* [trump supporters beat black man so badly he’s hospitalized for concussion and call him the n-word.](http://www.thedailybeast.com/articles/2015/11/24/black-protestor-beaten-at-trump-rally-ready-to-sue-for-hate-crime.html)\\n\\n* [trump supporter pepper sprays a 15-year-old girl point-blank in the face after another trump supporter groped her breasts, shouting “n*gger lover” as she attempted to run away.](https://www.washingtonpost.com/news/morning-mix/wp/2016/03/30/after-alleged-groping-teen-trump-protester-pepper-sprayed-by-trump-supporter-outside-wisc-rally/) \\n\\n* [trump supporter walks up to a black man in the middle of a downtown area and says, \"donald trump will deport you.\" before punching the black man.](http://bangordailynews.com/2016/11/21/news/bangor/council-members-denounce-alleged-pro-trump-attack-as-hate-crime/)\\n\\n* [“trump is going to win and if you don’t like it i’m going to beat your ass,” trump supporter yells at random black woman outside of convenient store.](http://talkingpointsmemo.com/livewire/todd-warnken-arrested-threatening-black-woman-trump?utm_content=buffer7f991&amp;utm_medium=social&amp;utm_source=twitter.com&amp;utm_campaign=buffer)\\n\\n* [man attacks and kicks muslim airport employee shouting, \"trump is here now, he will get rid of all of you.\"](http://www.nbcnewyork.com/news/local/muslim-employee-hijab-delta-sky-lounge-kicked-harassed-flyer-shouts-trump-is-here-now-411924555.html)\\n\\n* [in 8 months trump supporters attacked protesters at 20 different rallies.](http://www.slate.com/blogs/the_slatest/2016/03/02/a_list_of_violent_incidents_at_donald_trump_rallies_and_events.html)\\n\\n* [trump supporter tracks down a local latino democratic political candidate and tries to run him and his elderly mother over with a car. (the latino candidate is also a former marine.)](http://www.mediaite.com/online/trump-supporter-allegedly-tries-to-run-over-latino-dem-candidate-whos-also-a-retired-marine/)\\n\\n* [\"this is for donald trump!\" man yells as he runs up a latino person and punches them in the head.](http://www.rawstory.com/2016/11/this-is-for-donald-trump-white-man-repeatedly-punches-hispanic-worker-in-the-back-of-the-head/)\\n\\n* [trump supporter goes to hillary clinton rally to disrupt the event, ends up punching someone when asked to leave.](http://www.nydailynews.com/news/politics/trump-supporter-arrested-punching-person-clinton-event-article-1.2842182)\\n\\n* [trump supporter punches, chokes and slaps protesters on video during rally.](http://www.businessinsider.com/man-punched-and-choked-protesters-at-north-carolina-trump-rally-2016-9)\\n\\n* [an angry mob of trump supporters brutally beat and grab a mans genitals because he held up a, \"republicans against trump\" sign.](http://globalnews.ca/news/3049756/man-beaten-at-donald-trump-rally-for-holding-republicans-against-trump-sign/)\\n\\n* [a trump supporter yells, \"get your black kids out of here. do you even have a job? do you know what a job is, n*gger?\" before physically attacking a black man who had come to the hospital to get help for his sick 2 week old daughter.](https://thinkprogress.org/black-family-says-white-hospital-volunteer-assaulted-them-used-the-n-word-and-invoked-donald-trump-3b175dde48a5#.teurfz7ja)\\n\\n* [local republican politician sexually assaults a woman by, \"grabbing her pussy.\" and then says he is allowed to do it because now that trump is president he doesn't have to be politically correct.](http://www.independent.co.uk/news/christopher-von-keyserling-republican-grab-woman-genitals-groin-pussy-greenwich-connecticut-town-a7530856.html)\\n\\n* [canadian man who was a vocal trump supporter both online and in person goes into a mosque and murders 6 people.](https://theintercept.com/2017/01/30/suspect-in-quebec-mosque-attack-quickly-depicted-as-a-moroccan-muslim-hes-a-white-nationalist/)\\n\\n* [trump supporter physically assaults comedian on stage for making anti-trump joke.](https://www.youtube.com/watch?v=odyhdbwduns)\\n\\n* [man yells, \"trump\" while beating african immigrant cab driver.](http://fox17online.com/2016/11/17/police-investigating-assault-on-cab-driver-ethnic-intimidation/)\\n\\n* [a trump supporter is arrested for burning a mosque down.](http://www.nydailynews.com/news/national/florida-man-faces-hate-crime-charge-mateen-mosque-arson-article-1.2792764)\\n\\n* [a trump supporter sees a car has pro-gay bumper stickers on it and then follows the car, waiting for the 75 year old driver to get out before brutally attacking him while screaming, \"my new president says we can kill all you f*ggots now.\"](http://www.abcactionnews.com/news/sarasota-man-says-he-was-attacked-for-being-gay)\\n\\n* [a trump supporter is arrested after brutally attacking gay men outside a mcdonald’s. witnesses describe the aftermath as, \"there was blood everywhere.\"](http://www.rawstory.com/2016/11/there-was-blood-everywhere-trump-supporter-arrested-after-attacking-gay-men-at-sydney-mcdonalds/)\\n\\n* [a muslim refugee gay rights activist is kidnapped and raped by two men in retaliation for, \"trump being mocked.\"](http://www.independent.co.uk/news/world/europe/lgbt-activist-kidnapped-raped-man-france-donald-trump-mocked-anger-a7627001.html)\\n\\nenjoy.berkeley1.054936e-15
2554not going to bother with your bullshit, so here you go. plenty of information on just about everything. enjoy kid.\\n\\n-------------------\\n\\npromises made and kept so far:\\n\\n\\n[campaign promise 1] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-adds-to-list-of-potential-supreme-court-justice-picks): to replace antonin scalia with a like-minded justice from a list of 20\\n\\n- trump replaced antonin scalia with [neil gorsuch] (http://www.nbcnews.com/politics/supreme-court/neil-gorsuch-sworn-supreme-court-justice-n744606), an incredibly qualified and constitution-abiding justice\\n\\n**[campaign promise 2] (http://www.cnbc.com/2016/06/13/trump-if-elected-ill-ban-immigration-from-areas-with-terrorism-ties.html): to suspend immigration from terror-prone countries**\\n\\n- trump has attempted to enact a [travel ban] (https://www.whitehouse.gov/the-press-office/2017/03/06/executive-order-protecting-nation-foreign-terrorist-entry-united-states) that is [100% constitutional] (https://www.law.cornell.edu/uscode/text/8/1182) and is made from the seven (six, now) [\"countries of concern\"] (https://www.dhs.gov/news/2016/02/18/dhs-announces-further-travel-restrictions-visa-waiver-program) outlined by the hussein administration. this has been blocked by an extremely [liberal hawaiian judge] (https://en.wikipedia.org/wiki/derrick_watson) who was appointed by obama. (the blocking of this travel ban might piss me off more than anything that has happened during his presidency, because judges should be blind to politics, but that is proving to be false.) hopefully this will go to the supreme court and be overturned quickly.\\n\\n[campaign promise 3] (http://www.businessinsider.com/donald-trump-sanctuary-cities-2015-10): to defund and crack down on sanctuary cities\\n\\n- trump has implemented a [yuge crackdown] (http://www.foxnews.com/politics/2017/03/27/sessions-takes-aim-at-dangerous-sanctuary-cities-warns-on-funding.html) on sanctuary cities, threatening to defund them\\n\\n[campaign promise 4] (http://www.marketwatch.com/story/trump-says-hed-approve-keystone-pipeline-but-demands-profits-for-us-2016-05-26): to revive the keystone pipeline and [dakota access pipeline] (https://www.bloomberg.com/politics/articles/2016-09-22/trump-vows-to-speed-energy-projects-as-obama-halts-pipeline)\\n\\n- the revival of [the dakota and keystone xl pipelines] (http://www.npr.org/2017/01/24/511402501/trump-to-give-green-light-to-keystone-dakota-access-pipelines) creating american jobs\\n\\n[campaign promise 5] (http://www.washingtontimes.com/news/2016/jun/28/donald-trump-vows-to-cancel-trans-pacific-partners/): to pull the us out of the tpp, an obama-era trade deal detrimental to the us\\n\\n- trump pulled us out of the [tpp] (https://www.nytimes.com/2017/01/23/us/politics/tpp-trump-trade-nafta.html) which would have been absolutely disastrous for the us\\n\\n[campaign promise 6] (https://www.washingtonpost.com/news/post-politics/wp/2015/08/09/donald-trump-i-cherish-women/?utm_term=.63f0e6ac9731): donald trump loves women and wants to help women!\\n\\n- trump has signed an [executive order] (https://www.cnet.com/news/trump-women-in-stem-tech-laws/) promoting women in stem jobs (careers real feminists strive for, not \"dance therapy\" feminists)\\n\\n- trump has [launched a council] (https://www.whitehouse.gov/blog/2017/02/14/establishment-canada-united-states-council-advancement-women-entrepreneurs) empowering female leaders and female entrepreneurs\\n\\n[campaign promise 7] (http://www.reuters.com/article/us-usa-election-iduskcn0ze0z0): to renegotiate, or pull out of bill clinton's terrible trade deal, nafta\\n\\n- trump met with justin trudeau (what a joke) to discuss the [tweaking of nafta] (http://www.npr.org/2017/02/13/515035705/after-meeting-canadian-prime-minister-trump-talks-of-tweaking-nafta) to benefit the us more, after he threatens to leave it\\n\\n[campaign promise 8] (http://www.bbc.com/news/election-us-2016-37582318): to undo ridiculous obama-era federal agency regulations\\n\\n- trump ordered a [two-for-one repeal] (https://www.usatoday.com/story/news/politics/2017/01/30/trump-orders-two--one-repeal-all-new-regulations/97237870/) for all new regulations enacted by federal agencies\\n\\n[campaign promise 9] (http://money.cnn.com/2016/09/23/news/economy/donald-trump-regulation/): to rollback obama-era regulations on small businesses\\n\\n- trump has [rolled back] (http://www.cnn.com/2017/03/27/politics/donald-trump-sign-regulation-obama-roll-backs/) ridiculous obama-era regulations that have made it nearly impossible for small businesses to hire employees\\n\\n[campaign promise 10] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-announces-a-plan-for-urban-renewal1): to help america's inner-cities deeply in need of rebuilding\\n\\n- trump has signed an [executive order] (http://www.pbs.org/newshour/rundown/trump-signs-executive-order-black-colleges/) to give major funding to \"historically black colleges and universities,\" helping out inner-cities immensely\\n**\\n[campaign promise 11] (https://www.washingtonpost.com/news/post-politics/wp/2016/08/03/trump-once-im-president-police-officers-will-no-longer-be-shot-on-the-job/?utm_term=.8186bd9cde71): to protect our policemen, the true everyday heroes**\\n\\n- trump signed an [executive order] (http://insider.foxnews.com/2017/02/09/police-chief-james-craig-trump-executive-order-protect-law-enforcement) protecting our police\\n\\n**[campaign promise 12] (http://www.washingtontimes.com/news/2016/mar/22/donald-trump-chasing-illegal-immigrants-back-into-/): to crackdown on illegal immigration and to [build a wall] (http://www.foxnews.com/politics/2016/09/01/trump-doubles-down-on-impenetrable-physical-wall-during-immigration-speech.html)**\\n\\n- trump has implemented a [yuge crackdown] (https://www.whitehouse.gov/the-press-office/2017/01/25/executive-order-border-security-and-immigration-enforcement-improvements) on illegal immigration and he has started the [wall initiative] (http://www.sandiegouniontribune.com/business/economy/sd-fi-border-wal-20170404-story.html)\\n\\n**[campaign promise 13] (http://www.cnn.com/2016/09/06/politics/donald-trump-defense-spending-sequester/): to bolster our depleted military**\\n\\n- trump has increased our [military budget] (https://www.nytimes.com/2017/02/27/us/politics/trump-budget-military.html) because we don't want to use our military, but want to be prepared to use it\\n\\n[campaign promise 14] (https://www.washingtonpost.com/news/powerpost/wp/2016/10/17/trump-proposes-five-year-ban-on-executive-branch-officials-and-lawmakers-who-want-to-become-lobbyists/?utm_term=.fd0ef2636d4a): to enact a five year lobbying ban on government officials after they leave office\\n\\n- trump has placed a [five year and lifetime lobbying ban] (http://www.nbcnews.com/news/us-news/trump-sets-5-year-lifetime-lobbying-ban-officials-n713631) on government officials for when they leave office\\n\\n**[campaign promise 15] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-addresses-the-drug-epidemic-in-the-united-states): to crackdown on drug cartels and illegal drugs crossing the border**\\n\\n- trump signed an [executive order] (https://www.whitehouse.gov/the-press-office/2017/02/09/presidential-executive-order-enforcing-federal-law-respect-transnational) cracking down on drug cartels\\n\\n[campaign promise 16] (http://time.com/4447586/trump-coal-industry-energy/): to revitalize the dying coal industry in the us\\n\\n- trump has enacted [joint resolution 38] (https://www.congress.gov/bill/115th-congress/house-joint-resolution/38/all-info) putting thousands of coal miners back to work\\n\\n[campaign promise 17] (http://www.pbs.org/newshour/making-sense/trump-says-hell-bring-jobs-back-to-america-economists-are-skeptical/): to create american jobs and bring companies back to america\\n\\n- trump negotiated a [deal with carrier] (http://fortune.com/2016/12/13/trumps-carrier-deal/) promising to bring manufacturing and jobs back to the us.\\n\\n- trump has met with [ceos from huge companies] (http://fortune.com/2017/02/23/donald-trump-jobs-america-ceos/) to work on bringing jobs back to america\\n\\n- there was an increase of [298,000 jobs] (http://www.cnbc.com/2017/03/08/private-sector-jobs-february-2017-adp.html) in february alone (liberals will say that counts in obama's fiscal year, but we know the truth)\\n\\n- trump met with intel ceo who promised [$7 billion investment] (http://money.cnn.com/2017/02/08/technology/intel-trump-jobs/) and over 3,000 high paying (not \"shovel ready\" bullshit jobs) in america\\n\\n- trump met with the ceo of softbank who has promised 50,000 more american jobs and has already fulfilled [3,000 of those jobs] (https://www.bloomberg.com/news/articles/2016-12-19/first-softbank-u-s-investment-after-trump-talk-spurs-3-000-jobs)\\n\\n- kroger has promised over [10,000 new jobs] (https://www.usatoday.com/story/money/nation-now/2017/01/23/kroger-supermarket-hiring/96947446/) in the era of trump\\n\\n- the month of march yielded [263,000 new jobs] (http://www.cnbc.com/2017/04/05/private-payrolls-grew-263k-in-march-vs--185k-est-:-adp.html), which passes the month's estimated 185,000 big league\\n\\n[campaign promise 18] (http://www.cnn.com/2016/07/27/politics/donald-trump-nato-allies/): pushing nato allies to pay their fair share or face the reality of the us possibly leaving\\n\\n- trump has put major pressure on the members of nato to [pay their fair and equal share] (http://www.politico.com/story/2017/02/donald-trump-congress-speech-nato-235543) because there are only a handful of countries in nato who currently pay as much as agreed uponberkeley3.880385e-14
2556promises made and kept so far:\\n\\n\\n[campaign promise 1] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-adds-to-list-of-potential-supreme-court-justice-picks): to replace antonin scalia with a like-minded justice from a list of 20\\n\\n- trump replaced antonin scalia with [neil gorsuch] (http://www.nbcnews.com/politics/supreme-court/neil-gorsuch-sworn-supreme-court-justice-n744606), an incredibly qualified and constitution-abiding justice\\n\\n[campaign promise 2] (http://www.cnbc.com/2016/06/13/trump-if-elected-ill-ban-immigration-from-areas-with-terrorism-ties.html): to suspend immigration from terror-prone countries\\n\\n- trump has attempted to enact a [travel ban] (https://www.whitehouse.gov/the-press-office/2017/03/06/executive-order-protecting-nation-foreign-terrorist-entry-united-states) that is [100% constitutional] (https://www.law.cornell.edu/uscode/text/8/1182) and is made from the seven (six, now) [\"countries of concern\"] (https://www.dhs.gov/news/2016/02/18/dhs-announces-further-travel-restrictions-visa-waiver-program) outlined by the hussein administration. this has been blocked by an extremely [liberal hawaiian judge] (https://en.wikipedia.org/wiki/derrick_watson) who was appointed by obama. (the blocking of this travel ban might piss me off more than anything that has happened during his presidency, because judges should be blind to politics, but that is proving to be false.) hopefully this will go to the supreme court and be overturned quickly.\\n\\n[campaign promise 3] (http://www.businessinsider.com/donald-trump-sanctuary-cities-2015-10): to defund and crack down on sanctuary cities\\n\\n- trump has implemented a [yuge crackdown] (http://www.foxnews.com/politics/2017/03/27/sessions-takes-aim-at-dangerous-sanctuary-cities-warns-on-funding.html) on sanctuary cities, threatening to defund them\\n\\n[campaign promise 4] (http://www.marketwatch.com/story/trump-says-hed-approve-keystone-pipeline-but-demands-profits-for-us-2016-05-26): to revive the keystone pipeline and [dakota access pipeline] (https://www.bloomberg.com/politics/articles/2016-09-22/trump-vows-to-speed-energy-projects-as-obama-halts-pipeline)\\n\\n- the revival of [the dakota and keystone xl pipelines] (http://www.npr.org/2017/01/24/511402501/trump-to-give-green-light-to-keystone-dakota-access-pipelines) creating american jobs\\n\\n[campaign promise 5] (http://www.washingtontimes.com/news/2016/jun/28/donald-trump-vows-to-cancel-trans-pacific-partners/): to pull the us out of the tpp, an obama-era trade deal detrimental to the us\\n\\n- trump pulled us out of the [tpp] (https://www.nytimes.com/2017/01/23/us/politics/tpp-trump-trade-nafta.html) which would have been absolutely disastrous for the us\\n\\n[campaign promise 6] (https://www.washingtonpost.com/news/post-politics/wp/2015/08/09/donald-trump-i-cherish-women/?utm_term=.63f0e6ac9731): donald trump loves women and wants to help women!\\n\\n- trump has signed an [executive order] (https://www.cnet.com/news/trump-women-in-stem-tech-laws/) promoting women in stem jobs (careers real feminists strive for, not \"dance therapy\" feminists)\\n\\n- trump has [launched a council] (https://www.whitehouse.gov/blog/2017/02/14/establishment-canada-united-states-council-advancement-women-entrepreneurs) empowering female leaders and female entrepreneurs\\n\\n[campaign promise 7] (http://www.reuters.com/article/us-usa-election-iduskcn0ze0z0): to renegotiate, or pull out of bill clinton's terrible trade deal, nafta\\n\\n- trump met with justin trudeau (what a joke) to discuss the [tweaking of nafta] (http://www.npr.org/2017/02/13/515035705/after-meeting-canadian-prime-minister-trump-talks-of-tweaking-nafta) to benefit the us more, after he threatens to leave it\\n\\n[campaign promise 8] (http://www.bbc.com/news/election-us-2016-37582318): to undo ridiculous obama-era federal agency regulations\\n\\n- trump ordered a [two-for-one repeal] (https://www.usatoday.com/story/news/politics/2017/01/30/trump-orders-two--one-repeal-all-new-regulations/97237870/) for all new regulations enacted by federal agencies\\n\\n[campaign promise 9] (http://money.cnn.com/2016/09/23/news/economy/donald-trump-regulation/): to rollback obama-era regulations on small businesses\\n\\n- trump has [rolled back] (http://www.cnn.com/2017/03/27/politics/donald-trump-sign-regulation-obama-roll-backs/) ridiculous obama-era regulations that have made it nearly impossible for small businesses to hire employees\\n\\n[campaign promise 10] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-announces-a-plan-for-urban-renewal1): to help america's inner-cities deeply in need of rebuilding\\n\\n- trump has signed an [executive order] (http://www.pbs.org/newshour/rundown/trump-signs-executive-order-black-colleges/) to give major funding to \"historically black colleges and universities,\" helping out inner-cities immensely\\n\\n[campaign promise 11] (https://www.washingtonpost.com/news/post-politics/wp/2016/08/03/trump-once-im-president-police-officers-will-no-longer-be-shot-on-the-job/?utm_term=.8186bd9cde71): to protect our policemen, the true everyday heroes\\n\\n- trump signed an [executive order] (http://insider.foxnews.com/2017/02/09/police-chief-james-craig-trump-executive-order-protect-law-enforcement) protecting our police\\n\\n[campaign promise 12] (http://www.washingtontimes.com/news/2016/mar/22/donald-trump-chasing-illegal-immigrants-back-into-/): to crackdown on illegal immigration and to [build a wall] (http://www.foxnews.com/politics/2016/09/01/trump-doubles-down-on-impenetrable-physical-wall-during-immigration-speech.html)\\n\\n- trump has implemented a [yuge crackdown] (https://www.whitehouse.gov/the-press-office/2017/01/25/executive-order-border-security-and-immigration-enforcement-improvements) on illegal immigration and he has started the [wall initiative] (http://www.sandiegouniontribune.com/business/economy/sd-fi-border-wal-20170404-story.html)\\n\\n[campaign promise 13] (http://www.cnn.com/2016/09/06/politics/donald-trump-defense-spending-sequester/): to bolster our depleted military\\n\\n- trump has increased our [military budget] (https://www.nytimes.com/2017/02/27/us/politics/trump-budget-military.html) because we don't want to use our military, but want to be prepared to use it\\n\\n[campaign promise 14] (https://www.washingtonpost.com/news/powerpost/wp/2016/10/17/trump-proposes-five-year-ban-on-executive-branch-officials-and-lawmakers-who-want-to-become-lobbyists/?utm_term=.fd0ef2636d4a): to enact a five year lobbying ban on government officials after they leave office\\n\\n- trump has placed a [five year and lifetime lobbying ban] (http://www.nbcnews.com/news/us-news/trump-sets-5-year-lifetime-lobbying-ban-officials-n713631) on government officials for when they leave office\\n\\n[campaign promise 15] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-addresses-the-drug-epidemic-in-the-united-states): to crackdown on drug cartels and illegal drugs crossing the border\\n\\n- trump signed an [executive order] (https://www.whitehouse.gov/the-press-office/2017/02/09/presidential-executive-order-enforcing-federal-law-respect-transnational) cracking down on drug cartels\\n\\n[campaign promise 16] (http://time.com/4447586/trump-coal-industry-energy/): to revitalize the dying coal industry in the us\\n\\n- trump has enacted [joint resolution 38] (https://www.congress.gov/bill/115th-congress/house-joint-resolution/38/all-info) putting thousands of coal miners back to work\\n\\n[campaign promise 17] (http://www.pbs.org/newshour/making-sense/trump-says-hell-bring-jobs-back-to-america-economists-are-skeptical/): to create american jobs and bring companies back to america\\n\\n- trump negotiated a [deal with carrier] (http://fortune.com/2016/12/13/trumps-carrier-deal/) promising to bring manufacturing and jobs back to the us.\\n\\n- trump has met with [ceos from huge companies] (http://fortune.com/2017/02/23/donald-trump-jobs-america-ceos/) to work on bringing jobs back to america\\n\\n- there was an increase of [298,000 jobs] (http://www.cnbc.com/2017/03/08/private-sector-jobs-february-2017-adp.html) in february alone (liberals will say that counts in obama's fiscal year, but we know the truth)\\n\\n- trump met with intel ceo who promised [$7 billion investment] (http://money.cnn.com/2017/02/08/technology/intel-trump-jobs/) and over 3,000 high paying (not \"shovel ready\" bullshit jobs) in america\\n\\n- trump met with the ceo of softbank who has promised 50,000 more american jobs and has already fulfilled [3,000 of those jobs] (https://www.bloomberg.com/news/articles/2016-12-19/first-softbank-u-s-investment-after-trump-talk-spurs-3-000-jobs)\\n\\n- kroger has promised over [10,000 new jobs] (https://www.usatoday.com/story/money/nation-now/2017/01/23/kroger-supermarket-hiring/96947446/) in the era of trump\\n\\n- the month of march yielded [263,000 new jobs] (http://www.cnbc.com/2017/04/05/private-payrolls-grew-263k-in-march-vs--185k-est-:-adp.html), which passes the month's estimated 185,000 big league\\n\\n[campaign promise 18] (http://www.cnn.com/2016/07/27/politics/donald-trump-nato-allies/): pushing nato allies to pay their fair share or face the reality of the us possibly leaving\\n\\n- trump has put major pressure on the members of nato to [pay their fair and equal share] (http://www.politico.com/story/2017/02/donald-trump-congress-speech-nato-235543) because there are only a handful of countries in nato who currently pay as much as agreed uponberkeley5.753732e-14
2230already -17. how much more liberal cuckery are you going to spam? slate, might as well link buzzfeed or huffpo. by god, you are so fucking lazy to put extremists that total maybe 3000 in global population as representative of anyone right of stalin. i'm done with you. \\n\\nedit: nice ninja edit after i called out your laziness yet again. here, i can copy paste events too. this doesn't even include the riots of antifa. \\n\\n**june 2016:**\\n\\n– protesters jumped on cars, stole hats, fought with and threw eggs at trump supporters outside a trump rally in downtown san jose, calif. trump supporters [sued san jose](https://www.washingtonpost.com/news/morning-mix/wp/2016/06/03/ugly-bloody-scenes-in-san-jose-as-protesters-attack-trump-supporters-outside-rally/?utm_term=.56c5bae3a86d) over the violence.\\n\\n**july 2016:**\\n\\n-a hillary clinton supporter lights a flag on fire and [attacks a trump supporter](http://pittsburgh.cbslocal.com/2016/07/31/police-clinton-supporter-lights-flag-on-fire-attacks-trump-supporter/) in pittsburgh.\\n\\n**august 2016:**\\n\\n-anti-trump protesters attacked pushed, spit on and verbally harassed attendees forced to walk a “gauntlet” as they left a trump fundraiser in minneapolis, minn., and beat an [elderly man](https://twitter.com/reneejon/status/766851862876135424?ref_src=twsrc%5etfw&amp;ref_url=http%3a%2f%2fwww.breitbart.com%2fbig-government%2f2016%2f08%2f20%2fleftist-activists-crash-trump-fundraiser-attack-motorcade-assault-trump-supporters-in-violent-gauntlet%2f). protesters also [attacked](https://twitter.com/emmasapong/status/766842669733597184/video/1) trump’s motorcade.\\n\\n–[a tennessee man was assaulted](http://dailycaller.com/2016/08/18/tennessee-man-attacked-at-garage-sale-for-being-trump-supporter/) at a garage sale for being a trump supporter.\\n\\n-a trump supporter in new jersey was [attacked with a crowbar](http://nj1015.com/trump-supporter-in-nj-attacked-with-crowbar-on-street-police-say/) on the street.\\n\\n**september 2016:**\\n\\n-protesters in el cajon, calif., [chased and beat up](http://heavy.com/news/2016/09/el-cajon-protesters-donald-trump-supporter-beaten-beat-attacked-chased-video-bottles-colin-kaepernick-you-tube-periscope/) a trump supporter.\\n\\n**october 2016:**\\n\\n-a [gop office](http://www.cnn.com/2016/10/16/politics/north-carolina-gop-office-vandalized/index.html) in north carolina was firebombed and spray painted with “nazi republicans get out of town or else.”\\n\\n**november 2016:**\\n\\n-a high school student was attacked after she wrote that she supported trump on social media. the perpetrator [ripped her glasses off and punched her in the face](http://www.ktvu.com/news/216760384-story).\\n\\n-the president of cornell university’s college republicans was [assaulted](http://dailycaller.com/2017/06/14/shooting-at-gop-baseball-practice-latest-in-pattern-of-violence-against-republicans/) the night after trump won the election.\\n\\n-students protesting trump [punched and kicked](http://dailycaller.com/2017/06/14/shooting-at-gop-baseball-practice-latest-in-pattern-of-violence-against-republicans/) a maryland high school student wearing a make america great again hat.\\n\\n-a high school student was arrested in florida after he [punched a classmate](http://www.clickorlando.com/news/donald-trump-sign-leads-to-violence-at-brevard-high-school) for carrying a trump sign at school.\\n\\n-a group of black men in [chicago](https://www.youtube.com/watch?v=djx3t9iec1a) attacked a white man while raging against trump.\\n\\n-maryland high school students [punched a student](https://www.washingtonpost.com/local/education/student-wearing-trump-hat-arguing-with-protesters-is-punched-kicked-to-ground/2016/11/16/cb9d909e-ac14-11e6-8b45-f8e493f06fcd_story.html?postshare=1951479319905654&amp;tid=ss_tw&amp;utm_term=.0b8bf021b58b) who was demonstrating in support of trump, and then kicked him repeatedly while he was on the ground.\\n\\n-“you support trump. you hate mexicans,” a california high school student yelled at a trump supporter, before [viciously beating the girl](http://www.ktvu.com/news/216760384-story).\\n\\n-an anti-bullying ambassador [was arrested](http://www.dailymail.co.uk/news/article-3927716/female-anti-bullying-ambassador-23-arrested-trump-tower-protest-pushing-man-74-ground-fight-new-president-elect.html) for shoving a 74-year-old man to the ground in a fight outside trump tower where people upset over his win had gathered. the woman tied to black lives matter caused the man to hit his head on the sidewalk.\\n\\n-a texas elementary school student was [beaten](http://dailycaller.com/2016/11/17/heres-a-list-of-completely-substantiated-and-underreported-attacks-on-trump-supporters/) by his classmates for voting for trump in a mock election.\\n\\n-two men [punched and kicked](http://www.nbcconnecticut.com/news/local/2-men-attack-trump-supporter-in-meriden-police-400947415.html) a connecticut man who was standing with an american flag and a trump sign.\\n\\n**december 2016:**\\n\\n-a trump supporter was [beaten and dragged by a car](http://www.dailywire.com/news/11765/watch-trump-supporter-beaten-dragged-car-frank-camp).\\n\\n**january 2017:**\\n\\n-a trump supporter was [knocked unconscious](https://www.thesun.co.uk/news/2746341/shocking-moment-donald-trump-supporter-is-knocked-unconscious-and-taunted-by-muslim-ban-protesters-at-portland-airport/) after airport protesters repeatedly beat him on the head.\\n\\n-a trump supporter was attacked [after putting out a fire](https://www.thesun.co.uk/news/2692308/donald-trump-supporter-beaten-up-inauguration-protest/) started by anti-trump protesters.\\n\\n-when trump protesters [encountered a driver](http://www.oregonlive.com/pacific-northwest-news/index.ssf/2017/01/protesters_block_streets_attac.html) with a pro-trump flag on his car, they surrounded the vehicle, ripped off and began burning the flag, and pounded the car. they also punctured the tires.\\n\\n**february 2017:**\\n\\n-california gop rep. tom mcclintock had to be [escorted to his car](http://www.sacbee.com/news/politics-government/capitol-alert/article134293454.html) after a town hall because of angry protesters. the tires of at least four vehicles were slashed.\\n\\n-protestors knocked a 71-year-old female staffer for california gop rep. dana rohrabacher [unconscious](http://losangeles.cbslocal.com/2017/02/15/rohrabacher-staffer-71-knocked-unconscious-by-group-delivering-valentines-day-cards/) during a protest outside the representative’s office.\\n\\n-milo yiannopoulos speech at the university of california-berkeley was cancelled after rioters [set the campus on fire](http://dailycaller.com/2017/02/01/inferno-milo-speech-cancelled-after-rioters-set-campus-ablaze/) and threw rocks through windows. milo tweeted that one of his supporters wearing a trump hat was thrown to the ground and kicked.\\n\\n**march 2017:**\\n\\n-masked protesters at middlebury college [rushed](https://www.nytimes.com/2017/05/24/us/middlebury-college-charles-murray-bell-curve.html?_r=0&amp;mtrref=undefined&amp;gwh=c343aae3e0a357befc8167a2621b4990&amp;gwt=pay) aei scholar and political scientist charles murray and professor allison stranger, pushing and shoving murray and grabbing stranger by her hair and twisting her neck as they were leaving a campus building. stranger suffered a concussion. protesters then surrounded the car they got into, rocking it back and forth and jumping on the hood.\\n\\n**april 2017:**\\n\\n-a [parade in portland, ore.,](https://www.washingtonpost.com/news/morning-mix/wp/2017/04/27/portland-rose-parade-canceled-after-antifascists-threaten-gop-marchers/)was canceled after threats of violence were made against a republican organization.\\n\\n-fears of violent protests shut down [ann coulter’s uc berkeley speech](https://www.washingtonpost.com/news/grade-point/wp/2017/04/26/ann-coulter-speech-canceled-at-uc-berkeley-amid-fears-for-safety/). campus police had gathered intel on protesters who were planning to commit violence.\\n\\n**may 2017:**\\n\\n– republican rep. tom garrett, his family and his dog were targeted by a series of [repeated death threats](http://www.politico.com/story/2017/05/10/tom-garrett-death-threats-238210) deemed credible by authorities.\\n\\n-fbi agents arrested a person [for threatening to shoot](http://tucson.com/fbi-arrests-tucson-man-over-threats-to-u-s-rep/article_1d75df18-39ad-11e7-92b0-e3222b817bbb.html) republican rep. martha mcsally over her support for trump.\\n\\n-police in tennessee charged a woman for allegedly trying to [run republican rep. david kustoff off the road](http://wreg.com/2017/05/11/police-woman-followed-then-threatened-congressman-david-kustoff/).\\n\\n-police in north dakota ejected a man after he [became physical](https://www.usnews.com/news/best-states/north-dakota/articles/2017-05-11/2-ejected-when-cramer-town-hall-turns-rowdy-but-no-arrests) with republican rep. kevin cramer at a town hall.\\n\\n-a former berkeley professor [was arrested](http://www.eastbaytimes.com/2017/05/24/berkeley-college-professor-arrested-as-assault-suspect/) after police said they identified him on video beating trump supporters with a u-shaped bike lock, leaving three people with “significant injuries.”\\n\\n**june 2017:**\\n\\n-james hodgkinson opened fire on a [congressional gop baseball practice](http://www.cnbc.com/2017/06/14/multiple-shootings-reported-near-congressional-baseball-game-practice-field-report.html), injuring five, including house majority whip steve scalise.\\n\\n-republican rep. claudia tenney [received an email threat](http://www.nydailynews.com/news/national/216-new-york-rep-threatened-shooting-article-1.3247736) that read, “one down, 216 to go,” shortly after the shooting at the republican congressional baseball practice.\\n\\n-a man [driving a white malibu](http://fox59.com/2017/06/15/several-shots-fired-at-truck-carrying-make-america-great-again-flag-on-i-465/) reportedly fired several shots at a man driving a truck displaying a “make america great again” flag in indiana.berkeley3.074294e-10
47235**12:47**\\n\\nshots fired, dexter and lural\\n\\ntwo suspects\\n\\nexplosions near at watertower\\n\\n**12:49**\\n\\nhazel and dexter ave\\n\\nmt. auben st.\\n\\nsuspect on foot, white male, white t-shirt sp (suspect)\\n\\nmultiple shots fired\\n\\n**12:51**\\n\\nblack puck-up\\n\\nwatertown\\n\\nexplosives detonated\\n\\nall units adams st\\n\\n**12:53**\\n\\nblack pick-up\\n\\ndown adams from mt. auben\\n\\n\\n**12:54**\\n\\nstolen state suv- no clear info on sp\\n\\n**12:55**\\n\\nfollowing vehicle, in cambridge\\n\\ndapper st.- pulled in driveway\\n\\nwatertown\\n\\n\\n**12:56**\\n\\nmv is cyprus st.- setting up perimeter\\n\\nspruce &amp; lincoln- officer down\\n\\nvehicle in backyard\\n\\n**12:58**\\n\\nadvise- dynamite\\n\\nmt. arburn, heading school street- turn to lincoln\\n\\nspruce &amp; lincoln- officer down\\n\\n**12:59**\\n\\ncall about explosive is unconfirmed (different site)\\n\\n**1:00**\\n\\nnegative- no explosive (different site)\\n\\n**1:01**\\n\\none sp down in wall st- in custody\\n\\none sp lose in yard\\n\\n**1:02**\\n\\nofficer on dexter still down\\n\\ntwo [intelligible] at location\\n\\n**1:03**\\n\\nsp are not confirmed in custody\\n\\npossible sp on spruce\\n\\n**1:04**\\n\\nsecond party in custody\\n\\nperimeter, possible sp\\n\\none sp on ground on mt auben- what male, brown pants, striped shirt\\n\\n**1:05**\\n\\ntwo sps on mt auben- apprehended\\n\\none sp at upland\\n\\n**1:06**\\n\\nall units power down cell\\n\\nsecond person at mt. auben unconfirmed sp\\n\\nsp vehicle at spruce\\n\\n**1:07**\\n\\nmt. auben- sp in custody\\n\\nspruce- sp unconfirmed custody, at gun point on ground\\n\\n**1:08**\\n\\ndod coming to upland\\n\\n**1:09**\\n\\nsp mv on spruce\\n\\nsite of last confirmed explosives\\n\\n**1:11**\\n\\n*scanner off*\\n\\n**1:14**\\n\\n*scanner off*\\n\\n**1:15**\\n\\n*scanner off*\\n\\n**1:18**\\n\\n*scanner off*\\n\\n**1:24**\\n\\n*scanner off* [could not find alt. sources]\\n\\n**1:30**\\n\\n[second source] (http://www.broadcastify.com/listen/feed/6254/web)\\n\\n**1:31**\\n\\nlot of confusion at children's\\n\\n**1:31**\\n\\nmangled vehicles all over south bound\\n\\nno active shooter at children's\\n\\n**1:32**\\n\\nclear streets now, all nonactive clear streets\\n\\n**1:33**\\n\\ngive location of church\\n\\nbigglo (?) ave, church\\n\\nbigglo (?) ave, church\\n\\nvictory and 19\\n\\n**1:34**\\n\\nunknown call abt. church\\n\\nchildren's in lockdown\\n\\n**1:35**\\n\\nsp mv, is it in custody?\\n\\neveryone back to mt. auben\\n\\n**1:36**\\n\\nall back to mt. auben\\n\\nhold perimeter for command\\n\\n**1:37**\\n\\nfitted team to show up at command post\\n\\nno shots fired at emergency- confirmed\\n\\nno shots fired at emergency- confirmed\\n\\ncrime scene at spruce\\n\\n**1:38**\\n\\nsp mv on spruce still running\\n\\nawaiting directions at mt. aubrn\\n\\nsecond sp not in custody\\n\\n**1:39**\\n\\n20 officers to mt. aubrn\\n\\n**1:40**\\n\\nbuilding walk through\\n\\n5083088039\\n\\n**1:41**\\n\\nsecond sp discript. not relayed \\n\\nany unit to bigglo st &amp; watertown\\n\\n**1:42**\\n\\nfor watertown-direct, not through duty officer\\n\\n**1:43**\\n\\ndexter/spruce, officer waiting\\n\\nfight (different location) is cleared up\\n\\nnichols ave is blocked\\n\\n**1:44**\\n\\nmt. auden and dexter, moving officers there\\n\\nunknown mv is occupied [location unknown]\\n\\n**1:45**\\n\\nmv is at lincoln at spruce\\n\\n**1:47**\\n\\neod (?) nichols ave\\n\\nturnpike wide open\\n\\nupland and auburn bls\\n\\nspruce, upper quadrant, search all\\n\\n**1:48**\\n\\ndexter and laural- officers told to stay in car\\n\\n**1:49**\\n\\nall auburn is *mt. auburn*\\n\\nconfirmed\\n\\nconfirmed\\n\\nwatertown sup. on line\\n\\nstand by\\n\\n**1:50**\\n\\nmt. aubrun- code black\\n\\ngood morning\\n\\nchurch on mt. auburn\\n\\nmiddle eastern male, christmas cap (striped)- stand by\\n\\nwaiting \\n\\n**1:51**\\n\\ncompany on 151\\n\\npuck-up (sp mv)\\n\\nofficer walking by school [location]\\n\\n**1:52**\\n\\ndexter- 7-11, oppasiate side\\n\\nroad blocked\\n\\n**1:53**\\n\\nall cars must be stopped\\n\\nofficers now being accounted for\\n\\nofficers going around through upland\\n\\n**1:54**\\n\\ngrage ligth on mt. aubun and dexter\\n\\nhold\\n\\nno searching is currently in aera\\n\\n[unkown] to sweep sp mv (back pick-up)\\n\\nteams clearing out backyards of mt. aubrun\\n\\n**1:55**\\n\\ntired reaching delta, no response\\n\\n**1:56**\\n\\n189, be on stand by\\n\\nunknown device\\n\\nare we clear?\\n\\nconfirmed, bring 'em on\\n\\n**1:57**\\n\\nbpd- call in k-9, moving now\\n\\na lot of off duty on standby\\n\\ncopy that\\n\\ncopy- not on arrival yet\\n\\n**1:58**\\n\\ntroopers setting up at top and bottom of hill\\n\\nk-9 en route\\n\\nbpd en route\\n\\nlincoln in spruce [unintelligible]\\n\\n**1:59**\\n\\nofficers all stay off 7 unless contacting dispatch direct\\n\\n**2:00**\\n\\nspruce being cleared house by house\\n\\n536 redeployed, nichols/dexter second mv\\n\\neta 1 min\\n\\n**2:01**\\n\\nwallow and dexter [unknown]\\n\\nfair filed/dexter checking in\\n\\n**2:02**\\n\\nhelicopter to light up black suv sp mv\\n\\non spruce\\n\\n**2:03**\\n\\nlincoln and spruce- in front of vehicle's nose- clear there\\n\\n**2:04**\\n\\nblocking off\\n\\nstand up\\n\\nspruce street, ducked back\\n\\npass it on\\n\\n**2:05**\\n\\nsp black jacket, light skin, hat on\\n\\npeople moving around inside\\n\\ntactical response to *** hazel\\n\\ntactical response\\n\\nhazel two block down from dexter\\n\\n**2:06**\\n\\npoor visibility, w/ fox helicopter\\n\\nshoot whatever you can (from dispatch)\\n\\n**2:07**\\n\\nstand by on haggard (from dispatch)\\n\\n*** hazel (house number relayed)\\n\\n**2:08**\\n\\n*** hazel (house number relayed)\\n\\nclear 321\\n\\nclear 321\\n\\n**2:09**\\n\\ndeploy on hazel and church\\n\\nif not in deploy, stand back\\n\\nif not deployed, stand back\\n\\n**2:10**\\n\\nclear one more house, behind hazel, street behind hazel\\n\\nperimeter on house (hazel)\\n\\n**2:11**\\n\\nteams on spruce offering to move to hazel\\n\\nborder patrol\\n\\n**2:12**\\n\\nall transitions changed for deployment\\n\\nstudents at mit, may need escort\\n\\nneed to leave building\\n\\n**2:13**\\n\\nneed more officers on mt. auburn st.\\n\\nk-9 on spruce (4 dogs total, 2 fresh)\\n\\n**2:14**\\n\\nreading off information from mass ids\\n\\nreading off information from mass ids\\n\\ntell civilians coming up to intersection to cover\\n\\n**2:15**\\n\\nmaking entry on second floor hazel\\n\\nambulance needed (american legion)\\n\\n**2:16**\\n\\nquiet\\n\\n**2:17**\\n\\neveryone behind cover until clear\\n\\nweapons used by sp def. long guns\\n\\npermeter around house\\n\\ncivilians out of house\\n\\nremember cover, not clear\\n\\n**2:18**\\n\\nswat team clearing\\n\\ntruck blocking [unknown location]\\n\\n**2:19**\\n\\nswat on location\\n\\nall south personnel to go back to cambrage\\n\\n**2:20**\\n\\nperson struck by mv [mane and portland]\\n\\nintersection unknown[mane and portland]\\n\\nnothing showing up to river st\\n\\n**2:21**\\n\\naubun and parkland- someone trying to check out cars\\n\\nlet them in \\n\\ncopy officer and state trooper\\n\\ncall for six gunshots harvard square\\n\\n**2:22**\\n\\ncopy on park ave [address given]\\n\\nboston search team- right side has not been searched\\n\\n**2:23**\\n\\nsearch will work down parallel to lincoln st.\\n\\n**2:24**\\n\\nbe advised: mt. aubun, 15 shots fired\\n\\nhazel is cleared\\n\\nbe advised: hazel is cleared\\n\\n**2:25**\\n\\nany reports on shots re: mt. auburn?\\n\\n[no response]\\n\\n**2:26**\\n\\nopen door on rear of house, open door inside wilson st.\\n\\n**2:27**\\n\\nfound rife mag\\n\\nfound handgun mag\\n\\nopen interior door in basement- wilson st\\n\\nstand by\\n\\nsending small group down lincoln\\n\\n**2:28**\\n\\nshots fired near [unknown]\\n\\nacknowledged\\n\\nplate number off gold neason meaxma [unknown location]\\n\\n**2:29**\\n\\nsearching holmes\\n\\n**2:30**\\n\\nany further info from ambulance?\\n\\nno info on 554- where is his location?\\n\\n**2:31**\\n\\n[static]\\n\\nwho's on holmes st?\\n\\n**2:32**\\n\\nofficer check in from holmes st\\n\\nconfirmed, stand fast\\n\\nwait for command center\\n\\nstand by for sports authorty, bpd\\n\\n**2:33**\\n\\nwho is going to check even side of spruce? is bpd?\\n\\nyes, confirmed by bpd\\n\\ngood, continue search\\n\\ndown lincoln, south bound\\n\\n**2:34**\\n\\nwho's on holmes?\\n\\nneed to talk to them\\n\\nchecking in\\n\\nwhat's going on?\\n\\nloud noises from truck\\n\\nowner says heard nothing.\\n\\n**2:35**\\n\\nneed someone to stand by for command post\\n\\nwhere is location of command?\\n\\n[location given]\\n\\nbpd checks in\\n\\ndispatch checks in \\n\\nbfd checks in\\n\\n**2:36**\\n\\nlaundry mart at mt. aubn making a lot of nose\\n\\nspoke to call on park, they heard six shots\\n\\n**2:37**\\n\\nescort on michaez (?)\\n\\nback suv passed at high rate of speed- rozdale square\\n\\ndexter and laural\\n\\n**2:38**\\n\\njetblue, gate 12 cancelled\\n\\nwatertown- do we have a channel we are oping on?\\n\\nnegative\\n\\n**2:39**\\n\\nend of the street [unknown] is [illegable]\\n\\nat vehicale at linclon and spruce\\n\\nsp mv and both sides of spruce cleared\\n\\ngood\\n\\nno to linclon\\n\\n**2:40**\\n\\nall units should have dogs...\\n\\nnegative\\n\\ndogs lead\\n\\nlaundry mat made loud noises- sounded like shots\\n\\nput off report\\n\\n**2:41**\\n\\nput them at ease\\n\\nsouth 17 clear\\n\\n**2:42**\\n\\nhalf way down \\n\\nadult male\\n\\n[lots of static]\\n\\n**2:43**\\nlight skinned white male, considered armed, extramural dangerous, assault rile and explosives\\n\\ngrey hoodle, black curly hair\\n\\nsuggestion?\\n\\ncontinue mt. aubun st\\n\\ncorrection- heading back\\n\\n**2:44**\\n\\n[radio silence]\\n\\n**2:45**\\n\\nnegative\\n\\nall units- 244\\n\\nmoved as far as lincoln\\n\\n**2:46**\\n\\nrespond to sports authority for reassignment\\n\\ncould have ied- brighton, cambridge, watertown\\n\\n**2:47**\\n\\nproceed w/ extreme caution\\n\\ndangerous, armed\\n\\nmore officers to brighton\\n\\nassign file number [hit and run, parkland]\\n\\nwatertown- still outstanding\\n\\nsp was white hat that was ided in photos\\n\\n*[police confirm these are the marathon bombers](https://twitter.com/michaelskolnik/status/325137799986683905)*\\n\\n**2:49**\\n\\ngot him, move dexter\\n\\nno move him, to arsenal mall\\n\\nstill at large\\n\\ngrab an escort for 37 [unrelated]\\n\\n**2:50**\\n\\nred car\\n\\ntoyota\\n\\nroger, car\\n\\n**2:51**\\n\\nre: civilians\\n\\ncrime scene is blocked, rest is clear\\n\\nlet them move freely\\n\\n**2:52**\\n\\nasthma [not related]\\n\\n**2:53**\\n\\nasthma attack information given [not related]\\n\\n**2:55**\\n\\n[radio silence]\\n\\n**2:56**\\n\\n[radio silence]\\n\\n*stream down*\\n\\n\\nedit: i suggest you also check out these, [1](http://www.reddit.com/r/news/comments/1cnl3y/armed_assailant_on_mit_campus_gunshots_fired/c9i826r) &amp; [2](http://www.reddit.com/r/boston/comments/1cnt1h/im_live_mapping_the_emspolice_scanner_locations/c9i9x38). i've never done this before, so are things i missed. i'm sure of it.\\n\\n[have new feed of **3:04**](http://scanner.wickedlocal.com/metro/cambridge.php)\\n\\n**3:05**\\n\\nbombers and mit connected\\n\\none sp may be missing brown student\\n\\n**3:06**\\n\\nmedic one [unrelated, drinking/sucide (?)]\\n\\n**3:07**\\n\\nosward cout\\n\\n[sp taken to childern's is dead] (https://twitter.com/rafsanchez/status/325136382265794561)\\n\\n**3:08**\\n\\nswat in area\\n\\n[feed down]\\n\\n**3:10**\\n\\n[feed still down]\\n\\nthere was only two confirmed bombs, both were defused\\n\\n**3:11**\\n\\n[feed still down]\\n\\n[go here guys, as i can not find a new feed.\\n sp on foot was lost] (http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/)\\n\\n\\n\\nthanks everyone. i can't find any more feeds that are working. [go here to stay up to date](http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/). i'll keep looking in the mean time.\\n\\n\\nedit: found other feeds, not working for my computer. i'm going to check the news sites.\\n\\n[go here to stay up to date](http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/)\\n\\nand guys, take a potty break if you can.\\n\\n\\nas of **3:30**\\n\\n[bbc](http://www.bbc.co.uk/news/world-us-canada-22211764)\\n[fox](http://www.foxnews.com/us/2013/04/19/gunshots-reported-on-mit-campus/)\\n[msnbc](http://usnews.nbcnews.com/_news/2013/04/19/17817173-chaotic-scene-in-boston-area-after-explosions-gunfire-fatal-shooting-of-mit-officer?lite)\\n\\nnote: this thread, and others, are well ahead of the papers\\n\\n\\n**9:33**\\n\\nedit: hey mit. hope you guys are doing okay. there's talking heads everywhere, so make sure it's confirmed by police, fbi, homesec, &amp;c., before spreading any news.\\n\\nyou all were fantastic. thank you.mit6.393538e-10
155839ece 35 with radic ece 35 with radic ece 35 with radic \\n\\n**say it with me now everybody,** ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic \\n\\n**wait is he even teaching it next quarter? someone check, until then: ,** ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radicucsd1.950063e-09
10058congratulations! that's exciting! i also think it's the best school ever, and it was the best four years of my life.\\n\\nwildcat football is both one of the greatest and worst things that has ever happened to me. i love out team with all my heart, but this year was rough.\\n\\ni'm not sure how much background you know, but i'll fill you in on football.\\n\\nback in the day, nu was a solid top program, up through the mid 60s or so. around that time, the university deemphasized athletics, based on the philosophy that poor athletics and strong academics go hand in hand (thankfully, that is no longer the situation. more on that in a bit).\\n\\nthe 70s, 80s and early 90s are what's known to nu football fans as the \"dark ages\". the dark ages were lowlighted by what is still today the longest losing streak in fbs football - 34 games, spanning from 1979 to 1982. on september 25, 1982, northwestern broke the streak with a win over northern illinois, but the dark ages went on for 10 more years.\\n\\nin 1992, gary barnett was hired as the head coach of northwestern, and at a basketball game introducing him to the student body, pledged that he would take northwestern to the rose bowl, which was a fairly laughable claim at the time.\\n\\nhe suffered through two losing seasons prior to the 1995 season. northwestern opened the 1995 season at #9 ranked notre dame, and to the surprise of the entire nation, beat them on their home field.\\n\\nafter a disappointing loss to miami (oh), northwestern went on to finish the regular season 10-1, and ultimately earn a ranking of #3 in the nation. a michigan win over ohio state the final week of the season sent northwestern to the rose bowl, where without star linebacker pat fitzgerald, who had broken his leg in the win over iowa, they lost 32-41.\\n\\nin 1996, northwestern proved that 1995 was not a fluke by winning a share of the big ten title and finishing 9-3 including the bowl.\\n\\nafter the 1998 season (which did not go well record-wise), gary barnett resigned to become the head coach of colorado, and randy walker replaced him. walker led the 'cats to a share of the big ten in 2000, and was an early pioneer of the spread offense. he tragically passed away due to a heart attack during the summer prior to the 2006 season.\\n\\npat fitzgerald, the star linebacker from the 1995 and 1996 teams had been a linebacker coach at the time, and was promoted to head coach, at the time being the youngest head coach in division 1 football.\\n\\nthe pat fitzgerald tenure has been a rocky ride. the 'cats have yet to win the big ten under fitzgerald, but have put together more consistency than under barnett or walker, being consistently above .500 (with three exceptions, his first two seasons, and this past season).\\n\\n2012 was arguably the best season of fitz's tenure as head coach. the 'cats finished with a 10-3 record and won a bowl game for the first time since the 1949 season.\\n\\nentering the 2013 season ranked, the 'cats won their first four games, setting up an extremely hyped college gameday matchup at northwestern on homecoming against #4 ohio state.\\n\\nunfortunately, after losing a close and exciting game against osu, the 'cats went on a seven game losing streak before finally eke-ing out a win over also-struggling illinois.\\n\\nso what happened in a season of much promise to turn into such a disaster (the worst season since 2006, by almost any measure)?\\n\\ni would point to four factors:\\n\\n1. d-line. with the exception of de tyler scott, the past year's d-line was extremely weak against both the run and the pass.\\n2. o-line. both on run-blocking and pass protection\\n3. injuries. for the first five games of the season, nu was healthy-ish. star rb venric mark was out for most of the time, qb kain colter missed some time here and there, and cb daniel jones was lost for the season early in the first game, against cal. the osu game was nu's healthiest of the season. colter and mark both played full games (mark's only full game of the year). against wisconsin next week, the injuries started in earnest, with both colter and mark leaving the game (mark for the rest of the season). our depth at rb was largely eaten up due to injuries as well at various points, various other players missed time, and backup qb trevor siemian reportedly played injured for most of the season as well.\\n4. offensive coaching. ordinarily, i would defend a coach who had to deal with as many injuries as this team dealt with, but our offensive playcalling has been suspect for years. there are numerous problems, but the largest is the predictable playcalling with the lead. if northwestern is up by two scores in the fourth quarter, expect them to attempt to run the ball up the middle three times and then punt on every drive. somehow the coaching staff hasn't learned that you burn more clock with first downs and don't get first downs if the opponent knows you are going to run the ball on every play.\\n\\nso the attitude of the fan base is down at the moment, but most of the team returns next year, and a lot of younger players got playing time due to injuries above them. mark is applying for an injury redshirt and should be back for one more year, and what was a somewhat young team, will hopefully show more maturity. unfortunately, it doesn't look like any coaching changes will be made, but perhaps the talent on this team (it is a very talented team at the skill positions) will be able to make up for the coaching issues and get us back in contention for the conference next year.\\n\\ngo 'cats!northwestern3.522945e-09
118155videos in this thread:\\n\\n[watch playlist &amp;#9654;](http://subtletv.com/_r5pzouq?feature=playlist&amp;nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [final fantasy iv theme of love (piano collection)](http://www.youtube.com/watch?v=qt8fj940as4) (2) [final fantasy ix - piano collection - 14) melodies of life](http://www.youtube.com/watch?v=__tgvpiktfe) (3) [final fantasy xv ost - dawn -sad-](http://www.youtube.com/watch?v=dwtgcd-p1dg) (4) [final fantasy xv ost - love lost](http://www.youtube.com/watch?v=ieaq1zhyrr8)|[9](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv4qd2?context=10#dcv4qd2) - when i study, i just listen to a bunch of final fantasy acoustic soundtracks. i kind of let youtube do the picking for me randomly. some of my favourites are: theme of love, piano ffiv -fixed- melodies of life, piano ffix dawn ffxv love lost ffxv...\\n(1) [oasis - falling down](http://www.youtube.com/watch?v=pjmotbavh44) (2) [noel gallagher's high flying birds - stop the clocks](http://www.youtube.com/watch?v=ojtnp6yltk8) (3) [green day - troubled times (official lyric video)](http://www.youtube.com/watch?v=9cvjr3eqfxc) (4) [travis - writing to reach you](http://www.youtube.com/watch?v=pcdqb0osnjk) (5) [the smashing pumpkins - 1979](http://www.youtube.com/watch?v=4aeeteonfog) (6) [radiohead - karma police](http://www.youtube.com/watch?v=ibh97ma9yii) (7) [gorillaz - dont get lost in heaven + demon days](http://www.youtube.com/watch?v=vckzlzhl7py) (8) [gorillaz - 13 fire coming out of the monkey's head + lyrics](http://www.youtube.com/watch?v=jcfzwa8zh2w) (9) [deadmau5 feat. chris james - the veldt](http://www.youtube.com/watch?v=ysanu-oahhq)|[7](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv81jk?context=10#dcv81jk) - oasis - falling down noel gallagher's high flying birds - stop the clocks green day - troubled times travis - writing to reach you smashing pumpkins - 1979 radiohead - karma police gorillaz - don't get lost in heaven + demon days gorillaz - fi...\\n(1) [the heavy \"short change hero\" (2009)](http://www.youtube.com/watch?v=l6esksep27u) (2) [florence + the machine - stand by me](http://www.youtube.com/watch?v=vv2dsmy3tro) (3) [sparklehorse - piano fire](http://www.youtube.com/watch?v=v6gzly1hgeo)|[6](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv8hlv?context=10#dcv8hlv) - the heavy - short change hero florence + the machine - stand by me sparklehorse - piano fire\\n(1) [rage against the machine: bulls on parade](http://www.youtube.com/watch?v=my6bfa14vmq) (2) [audioslave - cochise](http://www.youtube.com/watch?v=kdmvn45sjo4) (3) [childish gambino - boogieman (official audio)](http://www.youtube.com/watch?v=pdq7muwg92m) (4) [kanye west - touch the sky (mtv version) ft. lupe fiasco](http://www.youtube.com/watch?v=ykwqbuaglj4) (5) [kingdom hearts piano collections-full album](http://www.youtube.com/watch?v=61f18grwup8) (6) [#ghiblijazz#cafe music - relaxing jazz &amp; bossa nova music - studio ghibli cover](http://www.youtube.com/watch?v=3jwrrafho7m) (7) [final fantasy orchestral album](http://www.youtube.com/watch?v=liawp_mcizy)|[6](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvfx28?context=10#dcvfx28) - commuting: rage against the machine - bulls on parade audioslave - cochise childish gambino - boogieman kanye west - touch the sky studying: kingdom hearts piano collection ghibli cafe music final fantasy orchestral album\\n(1) [마마무 (mamamoo) - mr.애매모호](http://www.youtube.com/watch?v=8snd7yevnfs) (2) [마마무 (mamamoo) - piano man mv](http://www.youtube.com/watch?v=3iibvnn4etm) (3) [마마무 (mamamoo) - 넌 is 뭔들 (you're the best) mv](http://www.youtube.com/watch?v=qbhmtm1crro) (4) [mamamoo [마마무] - cat fight — [color coded in han/rom/eng lyrics]](http://www.youtube.com/watch?v=_kefzxjdfro)|[4](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv8loy?context=10#dcv8loy) - here's some more mamamoo! mr. ambiguous piano man you're the best cat fight\\n(1) [madeon - beings (audio)](http://www.youtube.com/watch?v=taht6kfwkao) (2) [aanysa x snakehips - burn break crash (official video)](http://www.youtube.com/watch?v=a-aqejzexyq) (3) [フレンズ「love,ya!」](http://www.youtube.com/watch?v=keg6b5pe_xg) (4) [empire of the sun - ride (audio)](http://www.youtube.com/watch?v=-vvsl-g_2ro) (5) [clean bandit - tears ft. louisa johnson [official video]](http://www.youtube.com/watch?v=dc-nygo0ac8) (6) [shelter live tour - 11/18 - msg](http://www.youtube.com/watch?v=ywyuebbange&amp;t=3607s)|[4](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv3ico?context=10#dcv3ico) - i’ll start: madeon - beings aanysa x snakehips - burn break crash フレンズ -「love,ya!」 empire of the sun - ride clean bandit - tears ft. louisa johnson shelter live tour (fellow feeling x icarus) by porter robinson and madeon!\\n(1) [oliver heldens &amp; chocolate puma - space sheep (extended mix) [free download]](http://www.youtube.com/watch?v=tlkyy4lcne0) (2) [r3hab &amp; felix snow - care (ft. madi)](http://www.youtube.com/watch?v=gwxk19ga5cu) (3) [arston - light (original mix)](http://www.youtube.com/watch?v=zuxh7heiv2q)|[3](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvekm5?context=10#dcvekm5) - 'study' music lol: space sheep - oliver helden + chocolate puma care - r3hab + felix snow light - arston\\n[070 - isn't it wonderful? / suteki da ne? 【素敵だね?】 [final fantasy x hd remaster ost]](http://www.youtube.com/watch?v=3gm3p7jq4fs)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv4vr6?context=10#dcv4vr6) - first link isn't working - i think you're missing the '?' after 'watch' :p thanks for sharing! i only know this one from final fantasy: isn't it wonderful? / suteki da ne? 【素敵だね?】\\n[final fantasy ix - black mage village](http://www.youtube.com/watch?v=qthofjjy5wq)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv823n?context=10#dcv823n) - speaking of ix, black mage village has been stuck in my head all day.\\n(1) [final fantasy vocal collections i -pray-](http://www.youtube.com/watch?v=er51433l5fm) (2) [final fantasy vocal collections ii \"love will grow\"](http://www.youtube.com/watch?v=ih1-ogskjig)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvj3cu?context=10#dcvj3cu) - those themes are lovely. these vocal collection albums are awesome too! final fantasy vocal collections i - pray final fantasy vocal collections ii \"love will grow\"\\n(1) [radiohead - just](http://www.youtube.com/watch?v=-_qmagfztv8) (2) [what i've done (official video) - linkin park](http://www.youtube.com/watch?v=8sgycukafqq) (3) [weezer - island in the sun](http://www.youtube.com/watch?v=erg5rgnysdk) (4) [the verve - bitter sweet symphony](http://www.youtube.com/watch?v=1lyu1kkwc74) (5) [the black keys - tighten up [official music video]](http://www.youtube.com/watch?v=mpapbcbjsvc) (6) [the last shadow puppets - the age of the understatement (2008) [full album]](http://www.youtube.com/watch?v=tgkhlqyxzru) (7) [franz ferdinand - take me out (2004)](http://www.youtube.com/watch?v=ghcxainz9jo) (8) [modest mouse - dashboard](http://www.youtube.com/watch?v=penvn9vl32y) (9) [placebo - pure morning](http://www.youtube.com/watch?v=dhqngnnhe_0) (10) [avenged sevenfold - nightmare [official music video]](http://www.youtube.com/watch?v=94bgzwyhbu0) (11) [avenged sevenfold - hail to the king [official music video]](http://www.youtube.com/watch?v=delhlpppsxy) (12) [breaking benjamin- the diary of jane [hq]](http://www.youtube.com/watch?v=bwtcjiume48)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvu7f1?context=10#dcvu7f1) - couldn't watch the whole video, too confused lol. here's some more: radiohead - just linkin park - what i've done weezer - island in the sun the verve - bittersweet symphony the black keys - tighten up the last shadow puppets - the age of the...\\n(1) [the best music of john williams: part one](http://www.youtube.com/watch?v=ssw3a4bywdm) (2) [the best music from john williams-part 2](http://www.youtube.com/watch?v=tdipumrovuq) (3) [christian löffler - herbst electronica electronic berlin 1.0](http://www.youtube.com/watch?v=8p3pl__udnm) (4) [the best of tchaikovsky 2](http://www.youtube.com/watch?v=ahn2jvek2yk) (5) [halo 3 - complete soundtrack](http://www.youtube.com/watch?v=eiyqvp3iuyg) (6) [‘mia &amp; sebastian’s theme (late for the date)’ - la la land original motion picture score](http://www.youtube.com/watch?v=gk8c7zxsjcu) (7) [la la land soundtrack - a lovely night (ryan gosling &amp; emma stone)](http://www.youtube.com/watch?v=c7mgldzgiwy) (8) [angel olsen - shut up kiss me (official video)](http://www.youtube.com/watch?v=nlercbhlr3k) (9) [official opening credits: westworld (hbo)](http://www.youtube.com/watch?v=elkhurropfk) (10) [westworld ost - dr. ford (by ramin djawadi)](http://www.youtube.com/watch?v=bgnjpgsc2zu) (11) [\"trompe l'oeil\" by ramin djawadi (westworld ost)](http://www.youtube.com/watch?v=lmqtqdrwsne)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv63vf?context=10#dcv63vf) - playlists i study to (can you tell that i like movies?): every james bond theme song from dr no's (which is just the traditional theme) to skyfall a great mix of different movie themes, many of which are hans zimmer's as the title implies, but you ...\\n[star wars music pick episode vi: victory celebration](http://www.youtube.com/watch?v=ii04e2gejg8)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv6e3k?context=10#dcv6e3k) - john williams is honestly so talented. aside from darth vader's theme, i really like \"victory celebration\" :d rewatched the other star wars episodes recently after seeing rogue one last month!\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r5pzouq?feature=playlist&amp;ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit)ubc3.810299e-09
10777so i transferred from santa cruz to san diego. here's what i can say about your questions.\\n\\nthe social scenes are pretty different at both schools. besides the typical house parties you find at both campuses, santa cruz also have forest parties deep within the redwoods. fucking awesome. 4/20 is also huge but everyone knows that, got no time to give you shit everyone knows. san diego's got something similar called the moon festival or something. haven't gone yet so can't say much.\\n\\nboth schools are commuter schools. you know what, every school is a fucking commuter school. you're always bound to have a good chunk of the student population who lives off campus and commutes to school. you aren't going to find a difference there. \\n\\nucsc is pretty fucking isolated. the closest city is san jose, which is an hour drive and you'll have no fucking luck with that since they don't allow freshmen and sophomores to have cars on campus and you don't wanna keep spending $5 one-way to take the bus from santa cruz to san jose. you also get pretty sick of the small town pretty quickly. as quirky and cool the stuff are in santa cruz, i couldn't handle how quickly new things to do ran out. there are only so many forest parties you can go to before you get sick of getting your drunk ass lost on your way back and sleeping in the middle of the fucking forest till you wake up with a deer licking your face in the morning.\\n\\nbig difference in intelligence level at each school? nah. both got good intelligent people and both got the stupidest shits i've seen. no joke, first week i was at ucsd i had a group of people ask me what the water dripping from one of the buildings is coming from. it's fucking condensation, how the fuck did you get accepted here smart ass? \\n\\ncomp sci at ucsc has the only game design major out of all the ucs and it's actually pretty fucking awesome. several indie games came from ucsc like super meat boy. i have several friends at ucsc who are in comp sci and game design, lots of hard work but so far they've either made great games or landed awesome jobs like a microsoft and what not. at ucsd, my roommates are comp sci and they're pretty much the same as my friends in santa cruz, sans game design stuff. i've had a couple friends who landed jobs at apple and microsoft too. \\n\\nno fucking difference in girl/guy ratio. who gives a shit. next question.\\n\\ni have no fucking clue if you're a guy or a girl and which way you swing and i'm too lazy to go through all the comments and figure that out. doesn't matter though. either way you swing, there's lots of cute and smart guys everywhere. yes you will find hippies in ucsc cuz its fucking santa cruz. \\n\\nboth have awesome rec activities. there's more variety of martial arts in ucsd but ucsc can get you certified as lifeguards, or first responders and whatnot. take a look for yourself, do your own fucking research and make your own damn opinions about it. it's not that hard to google the two schools' rec departments. \\n\\nsense of community? yes. don't give a shit. move on.\\n\\nmchenry at ucsc. doesn't feel as stuffy, newly rennovated, and fucking awesome. good question since you'll spend a good chunk of your miserable life in the library. \\n\\ndining hall? want all-you-can-eat, buffet style dining unlimited times throughout the day but have terrible fucking hours because for some fucking reason they can't keep the dining halls open past 11pm? santa cruz. want dining dollars and feel that you can't get enough food by the end of the school year but have more flexibility on where you can go and actually have on-campus markets to buy from? san diego. want food that is good at first but you get fucking sick of by week 2? go to both schools. makes no fucking difference.\\n\\nno one fucking suspects this but santa cruz has the higher cost of living. on campus housing at santa cruz: $15,000. san diego: $10,000. off-campus single at santa cruz: cheapest is $800. off-campus single at san diego: cheapest is $600 or $500 if you're really lucky.\\n\\nreputations? what the fuck you talking about here? you want uc second choice or uc socially dead? makes no difference here. stop asking stupid shit questions like these. \\n\\nboth advising staffs are really good at both schools. i've never had an issue with either schools advising staffs and had genuine and caring interactions with them. they'll do their best to get you what you need and make sure you don't fuck up and get your ass out of there with a piece of paper that says you finished college and deserve to be more pretentious than the other peasants. if you do fuck up, generally that's your own fucking fault or some stupid ass rule that was made way over everyone's head that they can't do anything about. \\n\\ngood luck with your decisions! you're already pretty fucking awesome for even asking questions way ahead of time when most people take these decisions for granted and don't give an fuck and end up regretting everything (stupid shits). i like seeing people like you. means you got a good head on your shoulders. don't take any of my responses personally and if you do, i don't give a fuck, that's your problem.ucsd4.400386e-09
22723videos in this thread:\\n\\n[watch playlist &amp;#9654;](http://subtletv.com/_r5fw5do?feature=playlist&amp;nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [bonobo : kerala](http://www.youtube.com/watch?v=s0q4gqbus7c) (2) [에프엑스_4 walls_music video](http://www.youtube.com/watch?v=4j7umwfx60q) (3) [wolf alice - silk](http://www.youtube.com/watch?v=wtsn7uugtfg)|[8](https://www.reddit.com/r/ubc/comments/5fw5do/_/danh0cr?context=10#danh0cr) - i'll start: bonobo - kerala f(x) - 4 walls wolf alice - silk enjoy :)\\n(1) [blackguard - firefight](http://www.youtube.com/watch?v=jeupbdofxow) (2) [heaven shall burn - downshifter (album track)](http://www.youtube.com/watch?v=jqpgk3ekodo) (3) [sabaton - shiroyama (official lyric video)](http://www.youtube.com/watch?v=ylyqoxh-cxk) (4) [nightwish - end of all hope](http://www.youtube.com/watch?v=unvvbl1sx9o)|[8](https://www.reddit.com/r/ubc/comments/5fw5do/_/danqofl?context=10#danqofl) - not enough metal in this thread. let's see: blackguard - firefight heaven shall burn - downshifter sabaton - shiroyama nightwish - end of all hope\\n(1) [마마무 (mamamoo) - 1cm의 자존심 (taller than you) mv](http://www.youtube.com/watch?v=h41rrk_6rzs) (2) [마마무 (mamamoo) - décalcomanie (데칼코마니) mv](http://www.youtube.com/watch?v=y2ofpvyxzuy) (3) [마마무 (mamamoo) - 음오아예 (um oh ah yeh) mv](http://www.youtube.com/watch?v=pfujaimqjhk)|[6](https://www.reddit.com/r/ubc/comments/5fw5do/_/dao343l?context=10#dao343l) - mamamoo: taller than you décalcomanie um oh ah yeah\\n[scar symmetry - trapezoid](http://www.youtube.com/watch?v=wqagtcycq4s)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/dans2mr?context=10#dans2mr) - high five from a fellow metalhead! here's one of my favourites. scar symmetry - trapezoid\\n[danny brown - pneumonia [official video]](http://www.youtube.com/watch?v=xs-dc3_eiv8)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danp946?context=10#danp946) - danny brown's new album is amazing\\n(1) [caligulas horse daughter of the mountain](http://www.youtube.com/watch?v=hsx6msc3x5i) (2) [pain of salvation - road salt one (full album)](http://www.youtube.com/watch?v=biqbtae9jos) (3) [gojira - l'enfant sauvage [official video]](http://www.youtube.com/watch?v=bghlzwmyo9g)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danx73g?context=10#danx73g) - i join my metal head brethren in this thread. all hail distortion. caligula's horse- daughter of the mountain road of salvation - road salt one gojira - l'enfant sauvage\\n(1) [car seat headrest - \"drunk drivers/killer whales\"](http://www.youtube.com/watch?v=ccztrby3fak) (2) [my bloody valentine - only shallow (original)](http://www.youtube.com/watch?v=ep_mg3kaogu) (3) [velvet underground - pale blue eyes](http://www.youtube.com/watch?v=kishhirihmy) (4) [きのこ帝国 - 夜が明けたら(mv)](http://www.youtube.com/watch?v=hehwmivkqpm) (5) [the jesus and mary chain - just like honey](http://www.youtube.com/watch?v=470hnrobklc) (6) [angel olsen - woman](http://www.youtube.com/watch?v=-jdj-fgsfjm) (7) [cigarettes after sex - nothing's gonna hurt you baby](http://www.youtube.com/watch?v=r2lqdh42neg) (8) [childish gambino - me and your mama (official audio)](http://www.youtube.com/watch?v=_hzcsgcka-g) (9) [courtney barnett - avant gardener](http://www.youtube.com/watch?v=bcnihzadtd0)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/daob55v?context=10#daob55v) - car seat headrest - drunk drivers/killer whales my bloody valentine - only shallow velvet underground - pale blue eyes kinoko teikoku - yoru ga aketara the jesus and mary chain - just like honey angel olsen - woman cigarettes after sex - nothin...\\n(1) [the weeknd - starboy (lyric) ft. daft punk](http://www.youtube.com/watch?v=dmmuh_zpbb0) (2) [twenty one pilots: screen (audio)](http://www.youtube.com/watch?v=nk7wwbxlkj4) (3) [[station] hyoyeon 효연_mystery_music video](http://www.youtube.com/watch?v=nqxjfzk4apu)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danmldi?context=10#danmldi) - the weeknd - starboy, party monster, ordinary life and basically the entire album twenty one pilots - screen (obligatory) snsd hyoyeon - mystery\\n(1) [alt-j - blood flood](http://www.youtube.com/watch?v=lv-zbp7lyja) (2) [11/11 a lack of color-death cab w/lyrics](http://www.youtube.com/watch?v=xeq4bvsm5ai) (3) [life is strange soundtrack - mt. washington by local natives](http://www.youtube.com/watch?v=1sk_17k-5sm) (4) [uncharted 4: a thief's end ost 22 brother's keeper [hd]](http://www.youtube.com/watch?v=tbbpqufjx5e) (5) [uncharted 4: a thief's end - ost - a thief's end](http://www.youtube.com/watch?v=5acsqosrgvw) (6) [uncharted 4 a thief’s end ost - a normal life](http://www.youtube.com/watch?v=uzqrltozdzk) (7) [ffx calm silence before the storm](http://www.youtube.com/watch?v=khw2v0c-d-o) (8) [ffx yuna's theme](http://www.youtube.com/watch?v=oiw1sdmryq8) (9) [45-cosmo canyon-ffvii ost](http://www.youtube.com/watch?v=1t3srk8dkuo) (10) [zelda: wind waker music - dragon roost island](http://www.youtube.com/watch?v=sxggvshq6ia)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/dano393?context=10#dano393) - bloodflood - alt-j a lack of color - death cab for cutie mt. washington - local natives edit: figured i'd add a few scores in too since i've been listening to those more as of lately. brother's keeper (uncharted 4) a thief's end (uncharted 4) a n...\\n(1) [michael bublé - santa claus is coming to town [official music video]](http://www.youtube.com/watch?v=sna52s7qcem) (2) [mariah carey - silent night (audio)](http://www.youtube.com/watch?v=q63o54rul-o)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/danrboq?context=10#danrboq) - http://www.youtube.com/watch?v=q63o54rul-o\\n(1) [aurora - runaway](http://www.youtube.com/watch?v=d_hlpbolrl8) (2) [ludovico einaudi - experience](http://www.youtube.com/watch?v=7zhime3pi-4) (3) [mazde - forest of gold](http://www.youtube.com/watch?v=oh0gmpgszuk) (4) [odesza - it's only (feat. zyra)](http://www.youtube.com/watch?v=wpqtcrm61-i) (5) [toto - africa](http://www.youtube.com/watch?v=ftqbinvzqay)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/dansffo?context=10#dansffo) - here are some of my favourite chill music playlist for studying: aurora - runaway ludovico einaudi - experience mazde - forest of gold odesza - it's only toto - africa\\n(1) [imagine dragons: warriors worlds 2014 - league of legends](http://www.youtube.com/watch?v=fmi_ndrxy14) (2) [imagine dragons - radioactive](http://www.youtube.com/watch?v=ktvtqkndobu) (3) [imagine dragons monster lyrics on screen](http://www.youtube.com/watch?v=pkv4vemp2pi) (4) [imagine dragons - friction (from smoke + mirrors live)](http://www.youtube.com/watch?v=x-lcnf3v7vi) (5) [imagine dragons - demons (official)](http://www.youtube.com/watch?v=mwrsgzuwf_8) (6) [fall out boy - uma thurman](http://www.youtube.com/watch?v=2vtxyql2sba) (7) [fall out boy - centuries (official video)](http://www.youtube.com/watch?v=lbr7kecsjcq) (8) [fall out boy - immortals (from \"big hero 6\")](http://www.youtube.com/watch?v=l9pxoanfjxq) (9) [fall out boy - my songs know what you did in the dark (light em up) - part 1 of 11](http://www.youtube.com/watch?v=lkiwmsp3c_s) (10) [fall out boy - the phoenix (official video) - part 2 of 11](http://www.youtube.com/watch?v=5hdzbroaqdc) (11) [onerepublic - love runs out](http://www.youtube.com/watch?v=0owj0cim8wu) (12) [onerepublic - counting stars](http://www.youtube.com/watch?v=ht_nvwreihg) (13) [onerepublic - secrets](http://www.youtube.com/watch?v=qhm9mg9xw1o)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/danso91?context=10#danso91) - imagine dragons- warriors , radioactive, monster, friction, and my favourite demons fall out boy- uma thurman, irresistible , centuries, immortals, my songs know what you did in the dark, and my favourite the phoenix one republic- love runs out,...\\n(1) [sonata arctica - fullmoon](http://www.youtube.com/watch?v=cfi8o_hzadk) (2) [billy talent - don't count on the wicked](http://www.youtube.com/watch?v=x0oqsbr9oju) (3) [rise against - dirt and roses (lyrics on-screen)](http://www.youtube.com/watch?v=lo9fqumglly) (4) [seven nation army (glitch mob remix) - lyric video](http://www.youtube.com/watch?v=gyfjjwxtsu4) (5) [skillet - \"feel invincible\" [official music video]](http://www.youtube.com/watch?v=qzw6a2wc5qo)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/dans0rq?context=10#dans0rq) - of for lighter stuff: sonata arctica - fullmoon billy talent - don't count on the wicked rise against - dirt and roses glitch mob (remix) - seven nation army skillet - feel invincible 'lighter', not light :)\\n[scrubs: jd sings toto](http://www.youtube.com/watch?v=hnisipxnp58)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/danvol7?context=10#danvol7) - toto - africa the best way to experience this song is the night before a final, in a bubble bath, and eating something fruity.\\n[south park: member berries sing africa by toto (full concert)](http://www.youtube.com/watch?v=fnekkiozkgq)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/danw01o?context=10#danw01o) - or listening to it as performed by the member berries\\n[porter robinson &amp; madeon - shelter (official video) (short film with a-1 pictures &amp; crunchyroll)](http://www.youtube.com/watch?v=fzq6graeoy0)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/daol443?context=10#daol443) - anything porter robinson. anyone from /r/ubc seeing him live next week with madeon?\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r5fw5do?feature=playlist&amp;ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit)ubc6.692219e-09
45173i studied cognitive science at uc santa cruz for four years, audited a number of cogs classes at berkeley, and eventually joined a cognitive science phd program. i'll just list why i disagree with most of what is posted above.\\n\\nright off the bat: neither berkeley nor santa cruz actually have cognitive science departments -- both are add-ons to preexisting psychology departments, both of which are very prestigious. (ucsd and uc merced, on the other hand, have full-blown cogsci departments.) uc santa cruz has a larger number of cogsci classes and they're offered more frequently than classes at cal. however, ucsc has an annoying 'pre-requisite' system that makes it difficult to hop right into the 'upper-division' classes. \\n\\nuc berkeley does have a number of famous cognitive scientists (lakoff is the most obvious example). but that doesn't actually matter -- i'd much rather work alongside ben storm at ucsc (amazing guy) than lakoff (total jerk).\\n\\nand speaking of faculty, uc santa cruz is definitely a better choice if you want to get into grad school. research productivity (number of labs worked in, publications contributed to, and professors acquainted with) is the main requirement for getting admitted to a phd program. it's much easier to get into a lab, work on an actual research project, and get published at ucsc than at cal. imagine a buffet with twenty dishes and five people leisurely scooping quinoa and hummus onto their recycled-paper plates each saying \"oh no, you go first, please\" -- that's santa cruz. imagine a buffet with fifty dishes and a crowd of five hundred people angrily elbowing their way towards the salad bowl spilling lettuce all over the place and flipping out about it -- that's berkeley. also, the professors at uc santa cruz are much easier to talk to and down-to-earth than berkeley's ivory tower denizens.\\n\\none of the reasons why it's difficult to be a successful undergrad researcher at cal is because of the academic environment. the author above doesn't want to use the word 'cutthroat' to describe the environment at cal, but they should. santa cruz, on the other hand, deserves its reputation for being \"chill\" (though some might find the chillness to be excessive -- if you come from a helicopter parent environment, you might find the freedom at ucsc to be a little bit jarring). for instance, the above author is reflecting the egoistic attitude of many students at cal when they write that \"berkeley usually feels like what would happen if you took the top 10% of every school in california [sic] and put it [sic] into a college.\" berkeley students aren't actually much smarter than any other college students, but because they were really good at squeezing out high marks on their tests during high school, so they certainly feel smart.\\n\\nthat being said, berkeley is a more prestigious university than santa cruz when it comes to the general consumer*. if your goal is to run into college, snag a degree, and run out with a job, berkeley might be a better bet (the way i framed this sentence makes it sounds demeaning, but i think it's totally okay to recognize that college degrees are basically just economic tools). if you're more concerned with having a relaxing experience or getting into grad school, stick with santa cruz. in terms of actual knowledge-acquisition, i doubt that there will be much of a difference between the two schools -- the undergrad curriculum everywhere is the same.\\n\\nhope that helps you with your decision!\\n\\ntldr: no difference in actual learning experience. santa cruz is good for grad school. berkeley is prestigious. santa cruz students are excessively chill. berkeley students are assholes. \\n\\ngrad departments are not general consumers. a b.s. in cogsci from ucsc is just as valuable as one from cal when applying to phd programs.berkeley1.043146e-08
14702&gt;trumps reelection? he's not going to get reelected.\\n\\n~~\\&gt;trump will never run for president~~ \\n~~\\&gt;trump will never recover from mexican comments~~ \\n~~\\&gt;trump will never reach 15%~~ \\n~~\\&gt;trump will never reach 25%~~ \\n~~\\&gt;trump will never recover from muslim comments~~ \\n~~\\&gt;trump will never win new hampshire~~ \\n~~\\&gt;trump will never reach 35%~~ \\n~~\\&gt;trump will never win south carolina~~ \\n~~\\&gt;trump will never win most states on super tuesday~~ \\n~~\\&gt;trump will never win super tuesday 2~~ \\n~~\\&gt;trump will never reach 50%~~ \\n~~\\&gt;trump will never reach 1237~~ \\n~~\\&gt;trump will never recover after wisconsin~~ \\n~~\\&gt;trump will never win unbound delegates~~ \\n~~\\&gt;trump will never recover after colorado~~ \\n~~\\&gt;\"donald, hand over the delegates...\"~~ \\n~~\\&gt;trump will never be the gop nominee~~ \\n~~\\&gt;trump will never recover from mexican judge comments~~ \\n~~\\&gt;\"trump is predicting the wrong outcome for brexit\"~~ \\n~~\\&gt;trump will never pivot to the general election~~ \\n~~\\&gt;trump will never unify the majority of the gop~~ \\n~~\\&gt;trump will never recover from khan comments~~ \\n~~\\&gt;trump will never win the debates~~ \\n~~\\&gt;trump will never recover from \"grab'em by the pussy\"~~ \\n~~\\&gt;trump will never poll better than clinton in a swing state~~ \\n~~\\&gt;trump will never be president~~ \\n~~\\&gt;trump will never bring back manufacturing jobs~~ \\n~~\\&gt;trump will never be inaugurated~~ \\n~~\\&gt;trump will never renegotiate trade~~ \\n~~\\&gt;trump will never block risky or illegal immigration~~ \\n**[you are here]** \\n\\&gt;trump will never deport illegal aliens \\n\\&gt;trump will never repeal and replace obamacare \\n\\&gt;trump will never abolish common core \\n\\&gt;trump will never build the wall \\n\\&gt;trump will never take down isis \\n\\&gt;trump will never run for reelection \\n\\&gt;trump will never win the 2020 primaries \\n\\&gt;trump will never be reelected president \\n\\nunless i missed something, see you in ~4 years, if you're still around then.berkeley1.290312e-08
16209list of all available movies (2/3):\\n\\n* gone baby gone\\n* gone with the wind\\n* gonzo the life and work of dr. hunter thompson\\n* good hair\\n* good night and good luck\\n* good will hunting\\n* goodfellas\\n* gran torino\\n* gravity\\n* grizzly man\\n* groundhog day\\n* guess who's coming to dinner\\n* gung ho (1986)\\n* gypsy\\n* hacksaw ridge\\n* hair\\n* hamlet (1990 gibson)\\n* hamlet (1996 branagh)\\n* hamlet (2000 hawke)\\n* harold and maude\\n* harry potter and the chamber of secrets\\n* harry potter and the deathly hallows 2\\n* harry potter and the deathly hallows part 1\\n* harry potter and the goblet of fire\\n* harry potter and the half blood prince\\n* harry potter and the order of the phoenix\\n* harry potter and the prisoner of azkaban\\n* harry potter and the sorcerer's stone\\n* hate / la haine (st)\\n* he's just not that into you\\n* henry v (1989)\\n* her\\n* hero (2002,2004)\\n* heroin - cape cod, usa\\n* high noon\\n* higher learning\\n* hilary and jackie\\n* his girl friday\\n* holy motors (subtitled)\\n* homegrown - the counter terror dilemma\\n* hook\\n* hoosiers\\n* hotel rwanda\\n* house of sand and fog\\n* how the west was won\\n* how to survive a plague\\n* hugo\\n* hustle and flow\\n* i am a fugitive from a chain gang\\n* i am ali\\n* i am legend\\n* i am sam\\n* i'm not there\\n* if a tree falls a story of the earth liberation front\\n* imitation of life (1934 version)\\n* imitation of life (1959 version)\\n* in cold blood\\n* in the heat of the night\\n* in the house / dans la maison (st)\\n* in the land of blood and honey\\n* in the time of butterflies\\n* in which we serve\\n* inception\\n* inch'allah (subtitled)\\n* indiana jones and the temple of doom\\n* infernal affairs (subtitled)\\n* inglourious basterds (domestic)\\n* inherit the wind\\n* innocent voices (subtitled) (domestic)\\n* insidious\\n* into the wild\\n* into thin air death on everest\\n* invasion of the body snatchers (1956)\\n* invasion of the body snatchers (1978)\\n* invictus\\n* iphigenia (subtitled)\\n* it follows\\n* it happened one night\\n* it's a wonderful life\\n* ivory tower\\n* jackie brown\\n* jane eyre (2011)\\n* jarhead\\n* jaws\\n* jerry maguire\\n* jesus camp\\n* jesus christ superstar\\n* jiro dreams of sushi (subtitled)\\n* john q\\n* juan of the dead (st)\\n* judgement at nuremberg\\n* julie and julia\\n* julius caesar (1953)\\n* jupiter ascending\\n* jurassic park\\n* jurassic world\\n* kill bill vol. 1\\n* kill bill vol. 2\\n* king kong (1933)\\n* king kong (2005)\\n* king lear (1971)\\n* king of kong\\n* kiss me deadly (1955)\\n* kiss me kate\\n* klute\\n* kon tiki\\n* kramer vs kramer\\n* krush groove\\n* la bamba\\n* la la land\\n* larry crowne\\n* lars and the real girl\\n* lawrence of arabia\\n* lean on me\\n* lee daniels the butler\\n* les miserables (1998)\\n* les miserables (2012)\\n* let the right one in (subtitled)\\n* letters from iwo jima (sub-titled)\\n* life according to sam\\n* life as a house\\n* life is beautiful / la vita è bella\\n* life itself\\n* like water for chocolate\\n* little big man\\n* little caesar\\n* little man tate\\n* little shop of horrors (1986)\\n* lolita\\n* lone star (1996)\\n* long day's journey into night\\n* lord of the flies\\n* lords of dogtown\\n* los olvidados (the young and the damned)\\n* lost in translation\\n* macbeth (1971)\\n* macbeth (2015)\\n* mad hot ballroom\\n* mad max fury road\\n* magnolia\\n* malcolm x (1992)\\n* man of la mancha\\n* manchester by the sea\\n* mandela long walk to freedom\\n* manhattan\\n* manhunt\\n* mansfield park\\n* march of the penguins\\n* marie antoinette (2006)\\n* martian child\\n* marty\\n* maxed out\\n* mccabe and mrs. miller\\n* mean girls\\n* medium cool\\n* melancholia\\n* memoirs of a geisha\\n* memphis belle\\n* menace ii society\\n* midnight cowboy\\n* mildred pierce (1945)\\n* milk\\n* million dollar baby (2004)\\n* mississippi burning\\n* mona lisa smile\\n* mondays in the sun / los lunes al sol\\n* moneyball\\n* mongol (subtitled)\\n* monsoon wedding (sub-titled)\\n* moonlight\\n* moonrise kingdom\\n* mr. holmes\\n* mr. smith goes to washington\\n* mrs. miniver\\n* much ado about nothing (1993)\\n* much ado about nothing (2013)\\n* mulholland drive\\n* munich\\n* muscle shoals\\n* mustang (2015) (subtitled)\\n* mutiny on the bounty (1935)\\n* my afternoons with margueritte (st)\\n* my beautiful laundrette\\n* my family mi familia\\n* my girl\\n* my left foot\\n* my name is bill w\\n* my sister's keeper (2009)\\n* mystic river\\n* narco cultura (subtitled)\\n* nashville\\n* nebraska\\n* network\\n* nixon by nixon - in his own words\\n* no country for old men\\n* no direction home - bob dylan part 1\\n* no end in sight\\n* no impact man the documentary\\n* no manches frida (subtitled)\\n* noah\\n* north by northwest\\n* north country\\n* nosotros los nobles (noble family) (st)\\n* not without my daughter\\n* notting hill\\n* now voyager\\n* october sky\\n* of mice and men\\n* oleanna\\n* on the beach\\n* on the waterfront\\n* once upon a time in china part i (subtitled)\\n* once upon a time in the west\\n* one two three\\n* open your eyes / abre los ojos\\n* ordinary people\\n* osama (subtitled)\\n* othello (1995)\\n* other people's money\\n* out of africa\\n* out of the past (1947)\\n* outbreak\\n* page one inside the new york times\\n* pan's labyrinth (sub-titled)\\n* paradise now\\n* paranormal activity\\n* pariah\\n* patch adams\\n* paths of glory\\n* pay it forward\\n* paycheck to paycheck the life and times of katrina gilbert\\n* perks of being a wallflower\\n* philadelphia\\n* philomena\\n* pi\\n* pillow talk\\n* places in the heart\\n* planet ocean\\n* plantpure nation\\n* platoon\\n* pleasantville\\n* point blank (1967)\\n* precious based on the novel push by sapphire\\n* pride (2014)\\n* pride and prejudice (2005)\\n* primary colors\\n* princesas (st)\\n* project nim\\n* prozac nation\\n* psycho (1960)\\n* public enemy\\n* pulp fiction\\n* questioning darwin\\n* rabbit hole\\n* rabbit proof fence\\n* race\\n* raging bull\\n* raiders of the lost ark\\n* rain man\\n* ray\\n* rear window\\n* rebel without a cause\\n* red river\\n* remains of the day\\n* rent\\n* reservoir dogs\\n* restrepo\\n* richard iii (1995)\\n* rize\\n* robocop (2014)\\n* robocop\\n* rocky\\n* roger and me\\n* rollerball (1975)\\n* romeo and juliet (1968)\\n* romeo and juliet (2013)\\n* room\\n* rosemary's baby\\n* rosewood\\n* roxanne\\n* rudy\\n* sabotage (1936)\\n* salinger\\n* salvador\\n* san andreas\\n* sarah's key (st)\\n* saving private ryan\\n* sayonara\\n* scarface (1983)\\n* schindler's list\\n* school ties\\n* scott pilgrim vs the world\\n* scream\\n* searching for bobby fischer\\n* selma\\n* sense and sensibility\\n* serpico\\n* seven (1995)\\n* seventeen seventy-six / 1776\\n* shadow of a doubt (1943)\\n* shaft (1971)\\n* shakespeare in love\\n* shane\\n* shanghai express\\n* shaun of the dead (rogue)\\n* she's gotta have it\\n* she's the man\\n* short term 12\\n* shouting fire - stories from the edge of free speech\\n* shutter island\\n* sicario\\n* sicko\\n* sin city\\n* sin nombre (subtitled)\\n* singin' in the rain\\n* six degrees of separation (domestic)\\n* sky captain and the world of tomorrow\\n* skyfall\\n* sleepless in seattlemsu2.230208e-08
615not my comment (and the user deleted it, so i can't give credit), but this is a better explanation than what i wrote up. warren is someone who just wants the social policies of a lot of europe. i don't fully agree with her, but at least she's made clear that she thinks capitalist markets are important for generating wealth, opportunities, and innovation. i think fundamentally, bernie does not hold this world view.\\n\\n--- \\n\\nbernie's campaign wasn't socialist, but bernie himself, and his career outside of the campaign certainly is. bernie talks often about scandinavian social democracy. the reason for this, is that he wants to improve the material conditions of the united states, before making an eventual shift away from capitalism. bernie is further to the left then you think he is. \\n\\nwhile attending the university of chicago, sanders was a member of the young people's socialist league, and he discusses his reasons for joining it, in [this interview](https://www.youtube.com/watch?v=j8-q0w78jyy). sanders began his political career as a member of a socialist party in vermont called the [liberty union party](https://en.wikipedia.org/wiki/liberty_union_party). here is their [platform](http://www.libertyunionparty.org/?page_id=5). in 1979, sanders put out a [short documentary](https://www.youtube.com/watch?v=w82pfvuq3o8) about american socialist, eugene debs. this [article](https://www.csmonitor.com/1982/0910/091076.html) from 1982, discusses bernie's election as mayor of burlington.[this image](https://i.redd.it/cq6xmzc8ip3y.jpg) depicts sander's speaking at a 1983 meeting of the socialist party usa, and [this wnyc piece](https://www.wnyc.org/story/speech-1983-sanders-rails-against-establishment/) gives some context to his what he says and features clips from the speech itself. \\n\\nin [this speech from the 1985 progressive entrepreneurship forum](https://www.youtube.com/watch?v=lxtgk9squvm), sanders talked about worker alienation, the need of people to see themselves in their work, and the necessity of worker ownership. in [this 1985 interview](https://www.youtube.com/watch?v=e14lsc4wlv0), sanders can be seen defending the gains of the cuban revolution. and [here](https://www.youtube.com/watch?v=cvzrsdhgxga) is a video of sanders introducing noam chomsky, at burlington city hall, where chomsky gives a speech about us foreign policy. sanders discusses his opposition to us foreign policy in latin america, in particular. sanders even sent a letter to ronald reagan expressing his opposition to us support of the contras in nicuragua, around the same time. here is a [1998 c-span interview](https://www.youtube.com/watch?v=mnmieza0jnk), in which sanders talks about class. sanders gave [an address as mayor](https://www.youtube.com/watch?v=snnuxatctc4) about us imperialism in latin america. [this video includes sanders, on a panel of others](https://www.youtube.com/watch?v=oczmdr8iwx4), discussing observations about the soviet union after a trip there, in 1988. in 1991, [sanders gave a talk at a dsa meeting](https://youtu.be/7wwtqybcefm?t=52m17s), and talked about how, in the short term, he believes that the us should catch up with the rest of the world, in terms of social democratic policies, but that we should ultimately move towards worker control of the economy, as a long term goal. \\n\\nin 2007, bernie sanders [advocated worker ownership in the us congress](https://www.youtube.com/watch?v=5dkk2ya_jvc). here is a [speech that sanders gave that is very similar to the one he gave at the progressive entrepreneurship forum](https://www.youtube.com/watch?v=bdsmaczjehs). sanders advocated for worker cooperatives in [point 3 his 12 point economic plan](http://www.huffingtonpost.com/rep-bernie-sanders/an-economic-agenda-for-am_b_6249022.html). he doubled down on his views on cuba, and the rest of latin america [on democracy now](https://www.youtube.com/watch?v=mkat7uypjwa) shortly after the death of fidel castro. he even [denied his status as a capitalist](https://www.youtube.com/watch?v=xgckntqxgbe) on cnn. this 2015 [guardian interview](https://www.theguardian.com/sport/2015/oct/27/how-the-brooklyn-dodgers-and-baseball-shaped-bernie-sanders-world-view) has sanders discussing the impact that the moving of brooklyn dodgers to los angeles had on his politics. this 2016 [jacobin article](https://www.jacobinmag.com/2016/04/bernie-sanders-young-peoples-socialist-league-new-york) discusses sander's roots in in america's rich socialist tradition. and very recently, in 2017, sanders and his fellow vermont senator [introduced legislation to expand co-operatives nationwide](https://vtdigger.org/2017/05/17/senators-look-take-vermont-worker-owner-effort-nationwide/). furthermore, sanders also discusses worker co-ops and other examples of collective ownership on pages 243 and 259-262 of his book *our revolution* (thomas dune books 2016). \\n\\nspeaking of *our revolution*, let's look at some quotes from the book:\\n\\n&gt;what i learned playing on the streets and playgrounds of brooklyn was not just how to become a decent ball player and athlete. **i learned a profound lesson about democracy and self rule.**\\n\\n(*our revolution*. pg 11)\\n\\n&gt;o'malley's [owner of the brooklyn dodgers] devastating decision to rip the dodgers out of brooklyn in order to pursue greater profits on the west coast was, i suspect, **one of my first observations regarding the deficiencies of capitalism.**\\n \\n(*our revolution*. pg 13)\\n\\n&gt;it wasn't just that racism, war, poverty, and other social evils must be opposed. it was that there was a cause and effect dynamic and an interconnectedness between all aspects of society. things didn't just happen by accident. **there was a relationship between wealth, power, and the perpetuation of capitalism.**\\n\\n(*our revolution*. pg 18)\\n\\n&gt;in israel, we spent time working on several kibbutzim [collectively own and run israeli communities]...people there were living their democratic values. **the kibbutz was owned by the people who lived there, the \"bosses\" were elected by the workers, and the overall decisions for the community were made democratically.**\\n\\n (*our revolution*. pg 21-22)\\n\\n&gt;**this type of greed, and ruthless capitalism is not an economic model we should be embracing. we can do better; we must do better.** the economic establishment tells us that there is no alternative to this type of rapacious, cutthroat, capitalism, that this is how the system and globalization works, and that there's no turning back. they're dead wrong.\\n\\n(*our revolution* pg 260)\\n\\n&gt;employee owned enterprises boost morale, because workers share in profits, and have more control over their own work lives. **the employees are not simply cogs in a machine owned by someone else.** they have a say in how the company is run.\\n\\n(*our revolution* pg 261)\\n\\n&gt;the workers in these operations understand that when employees own their workplaces, **when they work for themselves, when they are involved in the decision-making that impacts their jobs**, they are no longer just punching a time clock. they become more motivated, absenteeism goes down, worker productivity goes up. \\n\\n(*our revolution* pg 261)\\n\\n&gt;we have got to send a message to the billionaire class: \"you can't have it all.\" you can't get huge tax breaks while children in this country go hungry. you can't continue getting tax breaks by shipping american jobs to china. you can't hide your profits in the cayman islands and other tax havens, **while there are massive unmet needs in every corner of this nation. your greed has got to end.**\\n\\n(*our revolution* pg 266)\\n\\nbernie's brand of socialism doesn't differentiate between reform and revolution, and he sees nordic social democracy as a model for short term change.berkeley7.499258e-08
18365👌👀👌👀👌👀👌👀👌👀 good shit go౦ԁ shit👌 thats ✔ some good👌👌shit right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌 👍👍 good cow 🐮 shit 👌 aggie 👩‍🌾👨🏻‍🌾 💯shit bike 🚲 shit 👌👌 better shit than 👎burin bear🙅‍♂️🙅‍♂️🙅‍♂️ 🐻 shit 😩😫😩😫 good shitsauce me the fuck up 🍕🍅🍕🍅🍕🍅🍕🍅🍕🍅 cheesy shit cheesy shit🍕 thats ✔ some cheesy🍕🍕shit right🍕🍕th 🍕 ere🍕🍕🍕 right✔there ✔✔if i do ƽaү so my self 🍴 i say so 🍴 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🍴 🍕🍕 🍕нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🍕 🍕🍕 🍕 🍴 🍕 🍅🍅🍅 🍕🍕cheesy shit 👌🎩👓🎩👍🎩👓🎩👍🎩 euphoric logic !euphoric logic👌 thats ✔ some euphoric👌💻 logic right👌💻there👌👍👌 carl 🔭 sagan🌌💫if i do ƽaү so gentlemen 💯 i say so 💯 thats euphoric logic right there richard 📒 dawkins🎩 (chorus: socrates died for this shit) mmmmmꮇм💯 👌👓👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🎩 👌 💯 👌 👓🎩🎩🎩 👍👌euphoric logic slam me the fuck up 👌👀👌👀👌👀👌👀👌👀 john cena john cena👌 john ✔ cena john👌👌cena john👌👌cena👌👌👌 john✔cena ✔✔u can't see me if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌john cena potentially sign me the fuck up 👋👀👋👀👋👀👋👀👋👀 average shit modera̷̶te shit 👋 thats some alright 👋👋shit right 👋👋 th 👋 ere 👋👋👋 right 🆗 there 🆗 if i do ƽaү so my self🆗 i say so 🆗 that could be what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🆗 👋 👋👋нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👋 👋👋 👋 🆗 👋 👀 👀 👀 👋👋not outstanding shit 👌👽👌👽👌👽 ayy lmao ayyy lmao good lmao👌 thats ✔ some ayyy👌👌lamayo right👌👌there👌👌👌 right✔there ✔✔if i do lmao so my self 💯 i ayyy so 💯 thats what im probing about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌aaayyyyyyyyyyyyyyyyyyyʸʸʸʸʸʸʸʸ👌 👌👌 👌 💯 👌 👽👽👽👌👌ayy lmao 🐸♊️🐸♊️🐸♊️🐸♊️🐸♊️ good memes go౦ԁ memes🐸 thats 🔫🔫some good🐸🐸memes right🐸🐸th 🐸 ere🐸🐸🐸 right🔫there 🔫🔫if i do ƽaү so my self ❓❗️👟👟❓❗️ i say so ❓❗️👟👟❓❗️ thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм❓❗️👟👟❓❗️ 🐸🐸 🐸нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🐸 🐸🐸 🐸 ❓❗️👟👟❓❗️ 🐸 ♊️ ♊️ ♊️🐸🐸good memes 💩🐃💩🐃💩🐃💩🐃💩🐃 bull shit bull shit💩 thats ✖️ some bull💩💩shit right💩💩th 💩 ere💩💩💩 right✖️there ✖️✖️if i do ƽaү so my self ‼️ i say so ‼️ thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм‼️ 💩💩 💩ho0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💩 💩💩 💩 ‼️ 💩 🐃 🐃 🐃 💩💩bull shit do not sign me the fuck up 👎👀👎👀👎👀👎👀👎👀 bad shit ba̷̶ ԁ shit 👎 thats ❌ some bad 👎👎shit right 👎👎 th 👎 ere 👎👎👎 right ❌ there ❌ ❌ if i do ƽaү so my self🚫 i say so 🚫 thats not what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🚫 👎 👎👎нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👎 👎👎 👎 🚫 👎 👀 👀 👀 👎👎bad shit 👌👀👌👀👌👀👌👀👌👀 good shitposting go౦ԁ shitposting👌 thats ✔ some good👌👌shitposting right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌good shitposting wife me the fuck up 👭👀👭👀👭👀👭👀👭👀 gay shit gⓐy shit👭 thats 💍 some gay👭👭shit right👭👭th 👭 ere👭👭👭 right💍there 💍💍if i do ƽaү so my self 💒 i say so 💒 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💒 👭👭 👭нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👭 👭👭 👭 💒 👭 👀 👀 👀 👭👭gay shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 💦💖💦💖💦💖💦💖💦💖 good cummies go౦ԁ cummies💦 thats ✔ some good💦💦cummies right💦💦there💦💦💦 right✔there ✔✔if my 👪daddy👪 say so him self 😽 i say so 💯 thats what hes talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmм💯 💦💦 💦нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💦 💦💦 💦 💯 💦 💖 💖 💖 💦💦good cummies~ friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit 👴📅👴📅👴📅👴📅👴📅 old shit 0ld shit👴 thats 💾 some old👴👴shit right👴👴th 👴 ere👴👴👴 right💾there 💾💾if i do ƽaү so my self 🕙 i say so 🕥 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🕔 👴👴 👴нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👴 👴👴 👴 🕣 👴 📅 📅 📅 👴👴old shit 👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆 good dick go౦ԁ dick👌🏿 thats ✔ some good👌🏿👌🏿dick right👌🏿👌🏿there👌🏿👌🏿👌🏿 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌🏿👌🏿 👌🏿нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌🏿👌🏿👌🏿👌🏿 💯 👌🏿 🍆🍆🍆 👌🏿👌🏿good dick 💉🔪 💉🔪💉🔪edgy shit edgy shit 🔪thats 🔫some edgy💉💉 shit right 🔪th🔪 ere💉💉💉 right there 🚬🚬if i do ƽaү so my self 🔫i say so 🔫 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🔫 🔪🔪🔪нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔪🔪🔪 🔫 💉💉 🔪🔪 edgy shit 👌🌃👀👌🌃👀👌🌃👀👌🌃👀👌🌃👀 cool pic co౦l pic👌 🌃🌃🌃thats ✔ some cool👌🌃🌃👌pic right👌🌃👌there👌🌃👌🌃👌 right✔there ✔🌃✔if i do ƽaү so 🌃🌃my self 💯 i say so 💯 thats what im talking about right 🌃there right there (chorus:cool pic ) mmmmmꮇм💯 👌👌 🌃 🌃👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🌃🌃👌 👌 💯 👌🌃 👀 🌃👀🌃 👀 👌👌cool pic 👌👀👌👀👌👀👌👀👌👀 neato stuff neat౦ stuff👌 thats ✔ some neato👌👌stuff right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌neato stuff 🔝👀🔝👀🔝👀🔝👀🔝👀 up votes up votes 🔝thats ✔ some up 🔝🔝 votes front 🔝🔝page 🔝🔝🔝right✔there ✔✔if i do vote so my self 🆙 i vote so 🆙 thats what im talking about front page front page (chorus: ᶠʳᵒᶰᵗ ᵖᵃᵍᵉ) mmmmmꮇм🆙 🔝🔝🔝 нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔝 🔝🔝 🔝 🆙 🔝 👀 👀 👀 🔝🔝 up voteucdavis7.918691e-08
18364👌👀👌👀👌👀👌👀👌👀 good shit go౦ԁ shit👌 dats ✔ some good👌👌shit wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌 👍👍 good cow 🐮 shit 👌 aggie 👩‍🌾👨🏻‍🌾 💯shit bike 🚲 shit 👌👌 bettew shit dan 👎buwin beaw🙅‍♂️🙅‍♂️🙅‍♂️ 🐻 shit 😩😫😩😫 good shitsauce me de fuck up 🍕🍅🍕🍅🍕🍅🍕🍅🍕🍅 cheesy shit cheesy shit🍕 dats ✔ some cheesy🍕🍕shit wight🍕🍕d 🍕 ewe🍕🍕🍕 wight✔dewe ✔✔if i do ƽaү so my sewf 🍴 i say so 🍴 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🍴 🍕🍕 🍕нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🍕 🍕🍕 🍕 🍴 🍕 🍅🍅🍅 🍕🍕cheesy shit 👌🎩👓🎩👍🎩👓🎩👍🎩 euphowic wogic !euphowic wogic👌 dats ✔ some euphowic👌💻 wogic wight👌💻dewe👌👍👌 caww 🔭 sagan🌌💫if i do ƽaү so gentwemen 💯 i say so 💯 dats euphowic wogic wight dewe wichawd 📒 dawkins🎩 (chowus: socwates died fow dis shit) mmmmmꮇм💯 👌👓👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🎩 👌 💯 👌 👓🎩🎩🎩 👍👌euphowic wogic swam me de fuck up 👌👀👌👀👌👀👌👀👌👀 john cena john cena👌 john ✔ cena john👌👌cena john👌👌cena👌👌👌 john✔cena ✔✔u can't see me if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌john cena potentiawwy sign me de fuck up 👋👀👋👀👋👀👋👀👋👀 avewage shit modewa̷̶te shit 👋 dats some awwight 👋👋shit wight 👋👋 d 👋 ewe 👋👋👋 wight 🆗 dewe 🆗 if i do ƽaү so my sewf🆗 i say so 🆗 dat couwd be what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🆗 👋 👋👋нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👋 👋👋 👋 🆗 👋 👀 👀 👀 👋👋not outstanding shit 👌👽👌👽👌👽 ayy wmao ayyy wmao good wmao👌 dats ✔ some ayyy👌👌wamayo wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do wmao so my sewf 💯 i ayyy so 💯 dats what im pwobing about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌aaayyyyyyyyyyyyyyyyyyyʸʸʸʸʸʸʸʸ👌 👌👌 👌 💯 👌 👽👽👽👌👌ayy wmao 🐸♊️🐸♊️🐸♊️🐸♊️🐸♊️ good memes go౦ԁ memes🐸 dats 🔫🔫some good🐸🐸memes wight🐸🐸d 🐸 ewe🐸🐸🐸 wight🔫dewe 🔫🔫if i do ƽaү so my sewf ❓❗️👟👟❓❗️ i say so ❓❗️👟👟❓❗️ dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм❓❗️👟👟❓❗️ 🐸🐸 🐸нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🐸 🐸🐸 🐸 ❓❗️👟👟❓❗️ 🐸 ♊️ ♊️ ♊️🐸🐸good memes 💩🐃💩🐃💩🐃💩🐃💩🐃 buww shit buww shit💩 dats ✖️ some buww💩💩shit wight💩💩d 💩 ewe💩💩💩 wight✖️dewe ✖️✖️if i do ƽaү so my sewf ‼️ i say so ‼️ dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм‼️ 💩💩 💩ho0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💩 💩💩 💩 ‼️ 💩 🐃 🐃 🐃 💩💩buww shit do not sign me de fuck up 👎👀👎👀👎👀👎👀👎👀 bad shit ba̷̶ ԁ shit 👎 dats ❌ some bad 👎👎shit wight 👎👎 d 👎 ewe 👎👎👎 wight ❌ dewe ❌ ❌ if i do ƽaү so my sewf🚫 i say so 🚫 dats not what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🚫 👎 👎👎нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👎 👎👎 👎 🚫 👎 👀 👀 👀 👎👎bad shit 👌👀👌👀👌👀👌👀👌👀 good shitposting go౦ԁ shitposting👌 dats ✔ some good👌👌shitposting wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌good shitposting wife me de fuck up 👭👀👭👀👭👀👭👀👭👀 gay shit gⓐy shit👭 dats 💍 some gay👭👭shit wight👭👭d 👭 ewe👭👭👭 wight💍dewe 💍💍if i do ƽaү so my sewf 💒 i say so 💒 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💒 👭👭 👭нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👭 👭👭 👭 💒 👭 👀 👀 👀 👭👭gay shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 💦💖💦💖💦💖💦💖💦💖 good cummymies go౦ԁ cummies💦 dats ✔ some good💦💦cummymies wight💦💦dewe💦💦💦 wight✔dewe ✔✔if my 👪daddydy👪 say so him sewf 😽 i say so 💯 dats what hes tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmм💯 💦💦 💦нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💦 💦💦 💦 💯 💦 💖 💖 💖 💦💦good cummymies~ fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit 👴📅👴📅👴📅👴📅👴📅 owd shit 0wd shit👴 dats 💾 some owd👴👴shit wight👴👴d 👴 ewe👴👴👴 wight💾dewe 💾💾if i do ƽaү so my sewf 🕙 i say so 🕥 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🕔 👴👴 👴нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👴 👴👴 👴 🕣 👴 📅 📅 📅 👴👴owd shit 👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆 good dick go౦ԁ dick👌🏿 dats ✔ some good👌🏿👌🏿dick wight👌🏿👌🏿dewe👌🏿👌🏿👌🏿 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌🏿👌🏿 👌🏿нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌🏿👌🏿👌🏿👌🏿 💯 👌🏿 🍆🍆🍆 👌🏿👌🏿good dick 💉🔪 💉🔪💉🔪edgy shit edgy shit 🔪dats 🔫some edgy💉💉 shit wight 🔪d🔪 ewe💉💉💉 wight dewe 🚬🚬if i do ƽaү so my sewf 🔫i say so 🔫 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🔫 🔪🔪🔪нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔪🔪🔪 🔫 💉💉 🔪🔪 edgy shit 👌🌃👀👌🌃👀👌🌃👀👌🌃👀👌🌃👀 coow pic co౦w pic👌 🌃🌃🌃dats ✔ some coow👌🌃🌃👌pic wight👌🌃👌dewe👌🌃👌🌃👌 wight✔dewe ✔🌃✔if i do ƽaү so 🌃🌃my sewf 💯 i say so 💯 dats what im tawking about wight 🌃dewe wight dewe (chowus:coow pic ) mmmmmꮇм💯 👌👌 🌃 🌃👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🌃🌃👌 👌 💯 👌🌃 👀 🌃👀🌃 👀 👌👌coow pic 👌👀👌👀👌👀👌👀👌👀 neato stuff neat౦ stuff👌 dats ✔ some neato👌👌stuff wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌neato stuff 🔝👀🔝👀🔝👀🔝👀🔝👀 up votes up votes 🔝dats ✔ some up 🔝🔝 votes fwont 🔝🔝page 🔝🔝🔝wight✔dewe ✔✔if i do vote so my sewf 🆙 i vote so 🆙 dats what im tawking about fwont page fwont page (chowus: ᶠʳᵒᶰᵗ ᵖᵃᵍᵉ) mmmmmꮇм🆙 🔝🔝🔝 нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔝 🔝🔝 🔝 🆙 🔝 👀 👀 👀 🔝🔝 up vote uwu \\n\\n tag me to uwuize comments uwuucdavis9.464871e-08
22279videos in this thread:\\n\\n[watch playlist &amp;#9654;](http://subtletv.com/_r6hxlwq?feature=playlist&amp;nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [childish gambino - redbone (official audio)](http://www.youtube.com/watch?v=kp7esuu9oy8) (2) [calvin harris - slide (audio preview) ft. frank ocean &amp; migos](http://www.youtube.com/watch?v=wfqqazbowfq) (3) [attack on titan season 2 ost - youseebiggirl/t:t「vo gel im käfig 2.0」](http://www.youtube.com/watch?v=zwrfjb8hkpm) (4) [back number - 「ハッピーエンド」music video](http://www.youtube.com/watch?v=hzwdxge2anm) (5) [ookami kodomo no ame to yuki ost - okaasan no uta](http://www.youtube.com/watch?v=asqxj28pi44) (6) [dsps「我會不會又睡到下午了 sleep till afternoon」full ep](http://www.youtube.com/watch?v=z9mh-oz2b-y)|[+10](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1wzg3?context=10#dj1wzg3) - childish gambino - redbone calvin harris - slide sawano hiroyuki - youseebiggirl/t:t (shingeki no kyojin s2 ost) back number - 「ハッピーエンド」 ookami kodomo no ame to yuki ost - okaasan no uta dsps「我會不會又睡到下午了 sleep till afternoon」full ep\\n(1) [the black keys - gold on the ceiling [official music video]](http://www.youtube.com/watch?v=6ycidkfi7ew) (2) [alt-j - in cold blood (official video)](http://www.youtube.com/watch?v=rp0uui80wuy) (3) [angus &amp; julia stone - heart beats slow](http://www.youtube.com/watch?v=wtsinsfy6dk) (4) [lord huron - meet me in the woods](http://www.youtube.com/watch?v=d5axbagbvto) (5) [bastille - send them off!](http://www.youtube.com/watch?v=vn-6fivkaca)|[+6](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20qgd?context=10#dj20qgd) - thank you so much for the shout-out!! :) i don't have any video games scores this time around but here's what i've been listening to lately: the black keys - gold on the ceiling alt-j - in cold blood angus &amp; julia stone - heart beats slow lord huro...\\n(1) [mf doom - rapp snitch knishes feat. mr. fantastik](http://www.youtube.com/watch?v=vpd5olhccpw) (2) [anderson .paak - come down (official video)](http://www.youtube.com/watch?v=-oqrcuvrbry) (3) [future - mask off (remix) feat. kendrick lamar](http://www.youtube.com/watch?v=crwi4cgc138) (4) [isaiah rashad - 4r da squaw](http://www.youtube.com/watch?v=nppkpgdc_u0) (5) [[hd] the protomen - act ii - light up the night](http://www.youtube.com/watch?v=gklvpt9z3fa) (6) [new fang](http://www.youtube.com/watch?v=s7_vh3h8lpi)|[+4](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1yphu?context=10#dj1yphu) - rapp snitch knishes - mf doom (feat. mr. fantastik) come down - anderson .paak mask off (remix) - future (feat. kendrick lamar) 4r da squaw - isaiah rashad light up the night - the protomen new fang - them crooked vultures\\n(1) [we love katamari soundtrack - everlasting love (song 6)](http://www.youtube.com/watch?v=lf64_rjk8dy) (2) [katamari damacy soundtrack - 05 - lonely rolling star](http://www.youtube.com/watch?v=7_qydnxi_ok) (3) [katamari forever soundtrack - sayonara rolling star (yuri‘s mixx)](http://www.youtube.com/watch?v=6wxsgdsrt3k) (4) [katamari on the wings - katamari forever official soundtrack](http://www.youtube.com/watch?v=qlpw24at-b8)|[+4](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1z23e?context=10#dj1z23e) - not much kpop since last time, but katamari damacy music sure is groovy everlasting love lonely rolling star sayonara rolling star (yuri‘s mixx) katamari on the wings super excited for mamamoo and blackpink's comebacks tho\\n(1) [telescope - cage the elephant](http://www.youtube.com/watch?v=9oceh6g6whc) (2) [bombay bicycle club - lamplight](http://www.youtube.com/watch?v=jtm2qt6trnk) (3) [andy shauf - \"the magician\"](http://www.youtube.com/watch?v=pn0rpwii7gy) (4) [daniel caesar - we find love](http://www.youtube.com/watch?v=s3gkxnbdu2g)|[+3](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj22x72?context=10#dj22x72) - cage the elephant - telescope bombay bicycle club - lamplight andy shauf - the magician daniel caesar - we find love\\n(1) [angus &amp; julia stone \"big jet plane\" (taratata jui. 2010)](http://www.youtube.com/watch?v=pbabmdwbej8) (2) [angus and julia stone yellow brick road (live in paris)](http://www.youtube.com/watch?v=wk-8bvrhoio)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2rre3?context=10#dj2rre3) - oooo angus &amp; julia stone, good taste. i like their old stuff more though e.g. big jet plane, yellow brick road, etc. (from the album: down the way) here's a remix of one of their newer songs that i quite like too: a heartbreak (odesza remix)\\n(1) [angus &amp; julia stone - santa monica dream](http://www.youtube.com/watch?v=kvdwqhttpke) (2) [angus and julia stone - and the boys [official music video]](http://www.youtube.com/watch?v=rudc1frz22e) (3) [julia stone - you're the one that i want](http://www.youtube.com/watch?v=-oiblvtgz0y)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2ugwe?context=10#dj2ugwe) - oh man, i absolutely adored big jet plane and yellow brick road back in the day and still do. :) a few of my other favorites include santa monica dream, and the boys, and their cover of you're the one that i want!\\n(1) [the growlers - the daisy chain live austin 2017](http://www.youtube.com/watch?v=asohi4nqjym) (2) [n.i.b - black sabbath subtitulado](http://www.youtube.com/watch?v=rartxysszsa) (3) [the who - 1921](http://www.youtube.com/watch?v=wow_0nuapj4) (4) [the beach boys- surfer girl (1964)](http://www.youtube.com/watch?v=cwwusowyad0)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20cvl?context=10#dj20cvl) - daisy chain-the growlers n.i.b- black sabbath 1921-the who and it wouldn't be june without surfer girl-the beach boys\\n(1) [face - brockhampton](http://www.youtube.com/watch?v=_nwyieq4wd0) (2) [brockhampton - saturation (full)](http://www.youtube.com/watch?v=vtdn_5f4sxu)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20kod?context=10#dj20kod) - face - by brockhampton. the whole saturation album is great but i've been listening to this non-stop\\n(1) [xxxtentacion - r.i.p. roach 'east side soulja' ft. $ki mask 'the slump god'](http://www.youtube.com/watch?v=5cjtiibtvts) (2) [2 chainz - good drank ft. gucci mane, quavo](http://www.youtube.com/watch?v=hxs1fwcgow4)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj22jvg?context=10#dj22jvg) - for the last two months ... damn - kendrick lamar (album) teenage emotions - lil yachty (album) jeffery - young thug (album) rip roach - xxxtentacion playboi carti - playboi carti (album) black heart revenge - wifisfuneral (album) ransom 2 - ...\\n(1) [the districts - young blood](http://www.youtube.com/watch?v=kxxdqjhrrfo) (2) [the national - \"about today\"](http://www.youtube.com/watch?v=ipx8qwt2fva) (3) [pallbearer - foreigner](http://www.youtube.com/watch?v=tyzp8n-vlc4)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj24951?context=10#dj24951) - the districts - young blood the national - about today pallbearer - foreigner get to see all three in vancouver this year! also wanted to go to fleet foxes but tickets are sold out and really expensive :(\\n(1) [lord huron - the night we met](http://www.youtube.com/watch?v=ktlgyxa6bmu) (2) [lord huron - the world ender](http://www.youtube.com/watch?v=3rdiy9izatq) (3) [lord huron - she lit a fire (official)](http://www.youtube.com/watch?v=vuxh-jw-c-w)|[+1](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2urda?context=10#dj2urda) - lord huron's absolutely incredible and i'm just happy that they're getting so much traction now ever since the night we met blew up. the world ender is one of my favorite songs of all time, as is she lit a fire.\\n(1) [mbilia bel - douceur](http://www.youtube.com/watch?v=hl4uin0fdnm) (2) [david allan coe - willie, waylon and me](http://www.youtube.com/watch?v=eebcd6s2zw8) (3) [djodje - beijam (official music video)](http://www.youtube.com/watch?v=ejvr5s0gafs)|[+1](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2tufb?context=10#dj2tufb) - m'bilia bel - doucer david allan coe - willie, waylon, and me djodje - beijam\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r6hxlwq?feature=playlist&amp;ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit)ubc3.109427e-07
72288videos in this thread: [watch playlist &amp;#9654;](http://subtletv.com/_r647vn1?feature=playlist)\\n\\nvideo|comment\\n-|-\\n[porter robinson &amp; madeon - shelter (official video) (short film with a-1 pictures &amp; crunchyroll)](http://www.youtube.com/watch?v=fzq6graeoy0)|[+9](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0a1gd?context=10#dg0a1gd) - shelter cries\\n(1) [前前前世 (movie ver.) radwimps mv](http://www.youtube.com/watch?v=pdskfemvnfs) (2) [フレンズ「塩と砂糖」](http://www.youtube.com/watch?v=l8dt3iobjyi) (3) [red velvet 레드벨벳_rookie_music video](http://www.youtube.com/watch?v=j0h8-otc38i) (4) [k.a.r.d - don`t recall m/v](http://www.youtube.com/watch?v=41dp7q-sm1y) (5) [[mv] gfriend(여자친구) _ fingertip](http://www.youtube.com/watch?v=i1n_1jrueju) (6) [pristin - black widow [eng/rom/han] color coded lyrics](http://www.youtube.com/watch?v=zvrpnr_iinm)|[+8](https://www.reddit.com/r/ubc/comments/647vn1/_/dg04sq3?context=10#dg04sq3) - because i watched kimi no na wa yesterday: zen zen zense some super catchy upbeat j-pop: フレンズ -「塩と砂糖」 and more k-pop! red velvet - rookie kard - don't recall gfriend - fingertip pristin - black widow\\n(1) [【うどんの国の金色毛鞠 opテーマ】weaver 「s.o.s.」music video](http://www.youtube.com/watch?v=eye7uwybjm4) (2) [weaver 「koko」music video](http://www.youtube.com/watch?v=swiuqurwoz0) (3) [aimer - ninelie](http://www.youtube.com/watch?v=gn24w_psmpe) (4) [dnaの階段 - hello $1 l audio + lyrics)](http://www.youtube.com/watch?v=xveoqrhxidu) (5) [man with a mission - dead end in tokyo](http://www.youtube.com/watch?v=jjiik9vcisa)|[+6](https://www.reddit.com/r/ubc/comments/647vn1/_/dg08em4?context=10#dg08em4) - j-pop, some of these videos are aesthetic af weaver - s.o.s. weaver - koko aimer - ninelie hello sleepwalkers - dnaの階段 not sure about genre but i like the video: man with a mission - dead end in tokyo\\n(1) [toe - goodbye / グッドバイ (cut_dvd with toki asako)](http://www.youtube.com/watch?v=e0rwnzd_b_k) (2) [toe - you go (cut_dvd)](http://www.youtube.com/watch?v=3xrjrceuo10) (3) [toe - two moons](http://www.youtube.com/watch?v=lacsvdolhlu) (4) [madeon - only way out (audio) ft. vancouver sleep clinic](http://www.youtube.com/watch?v=nxgk_gcq09g) (5) [vancouver sleep clinic - someone to stay (audio)](http://www.youtube.com/watch?v=xnvz4fzksu8) (6) [vancouver sleep clinic - lung (animated video)](http://www.youtube.com/watch?v=gyyuzmee0x8) (7) [vancouver sleep clinic - killing me to love you (official video)](http://www.youtube.com/watch?v=asu8c78khkm)|[+5](https://www.reddit.com/r/ubc/comments/647vn1/_/dg02eh7?context=10#dg02eh7) - thank you for the shoutout! i don't mind at all :) i just thought that it wasn't needed anymore because of the music sharing channel on the /r/ubc discord chat, but i guess it'd still be good to have a monthly thread for those who don't use discord! ...\\n(1) [babymetal - ijime,dame,zettai - live at sonisphere 2014,uk (official)](http://www.youtube.com/watch?v=ro-_cbfdrye) (2) [do u wanna - arctic monkeys vs. 2pac (mashup)](http://www.youtube.com/watch?v=rk0k1dohiuw) (3) [the mars volta - goliath](http://www.youtube.com/watch?v=lrwmmf2qs14) (4) [does it offend you, yeah? - we are the dead](http://www.youtube.com/watch?v=wq6mo5g6lfk)|[+5](https://www.reddit.com/r/ubc/comments/647vn1/_/dg08u3h?context=10#dg08u3h) - my official standard for whether or not music is good is whether or not the person making it seems to be having fun. on these grounds, i've been listening to... babymetal. i'm not a metalhead, by any means, but the instrumentals are clearly super...\\n[lofi hip hop radio - beats to relax/study to](http://www.youtube.com/watch?v=yiylbf-qhfy)|[+4](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0f919?context=10#dg0f919) - this lofi hip hop channel has become my go-to writing music this term.\\n(1) [final fantasy xv ost - up for the challenge (cleigne battle theme)](http://www.youtube.com/watch?v=fh4_jfbt_xq) (2) [50. sunset waltz - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=ctlvozpuffi) (3) [05. wanderlust - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=epq0qzg6hjm) (4) [final fantasy xv ost - somnus ultima](http://www.youtube.com/watch?v=398-9lp53de) (5) [95. dewdrops at dawn - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=zzoobswc3mm) (6) [final fantasy xv ost - apocalypsis noctis](http://www.youtube.com/watch?v=gii1symgobk)|[+3](https://www.reddit.com/r/ubc/comments/647vn1/_/dg01sp1?context=10#dg01sp1) - i'll go! i recently started and finished playing ffxv and saying that the soundtrack is a work of genius would be a vast understatement in my opinion. here are a couple of my favorites: up for the challenge sunset waltz wanderlust somnus ultima dew...\\n[trappin in heaven](http://www.youtube.com/watch?v=rehf0df2dic&amp;t=2s)|[+3](https://www.reddit.com/r/ubc/comments/647vn1/_/dg02x6a?context=10#dg02x6a) - i'm not sure what to call this but i found out about it a couple weeks ago, and it's basically all i listen to when i study.\\n[ladybaby \"ニッポン饅頭 / nippon manju \"music clip](http://www.youtube.com/watch?v=m8-vje-bq9c)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0tyyf?context=10#dg0tyyf) - if you like babymetal, you might enjoy ladybaby too!\\n[rag'n'bone man - human (official video)](http://www.youtube.com/watch?v=l3wkzyin1yk)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg01mst?context=10#dg01mst) - rag'n'bone man, human\\n[built to spill - keep it like a secret - full album - 1999](http://www.youtube.com/watch?v=qfzsxc6wh0a)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0mav8?context=10#dg0mav8) - built to spill - keep it like a secret (alternative rock)\\n(1) [kingdom hearts orchestra -world tour- full ost (interactive)](http://www.youtube.com/watch?v=rqcjtwp1ehq) (2) [final fantasy orchestral album](http://www.youtube.com/watch?v=liawp_mcizy) (3) [the legend of zelda 25th anniversary orchestra full ost](http://www.youtube.com/watch?v=ywbyu_qubns) (4) [london philharmonic orchestra - greatest video game music album 1 - complete](http://www.youtube.com/watch?v=zyvwodejmxw) (5) [final fantasy xv live at abbey road studios](http://www.youtube.com/watch?v=t0dabzg9gbm)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0mfih?context=10#dg0mfih) - i find orchestral music good for studying as each song has a tendency to flow into the next one. kingdom hearts orchestra -world tour- final fantasy orchestral album the legend of zelda: 25th anniversary orchestra london philharmonic orchestra - ...\\n[#ghiblijazz#cafe music - relaxing jazz &amp; bossa nova music - studio ghibli cover](http://www.youtube.com/watch?v=3jwrrafho7m)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0vfji?context=10#dg0vfji) - ghibli jazz\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r647vn1?feature=playlist&amp;ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit)ubc3.243394e-07
16210list of all available movies (1/3):\\n\\n* 1984 (1984)\\n* 2001 a space odyssey\\n* 28 days\\n* 3 hearts (subtitled)\\n* 300\\n* 3:10 to yuma (2007) (domestic)\\n* 4 little girls\\n* 42\\n* 42nd street\\n* 50/50\\n* a ballerina's tale\\n* a beautiful mind\\n* a better life\\n* a clockwork orange\\n* a doll's house\\n* a dry white season\\n* a face in the crowd\\n* a few good men\\n* a fistful of dollars\\n* a funny thing happened on way to forum\\n* a history of violence\\n* a knight's tale\\n* a league of their own\\n* a man for all seasons\\n* a midsummer night's dream (1935)\\n* a nightmare on elm street (1984)\\n* a passage to india\\n* a place in the sun\\n* a raisin in the sun (1961)\\n* a serious man\\n* a single man\\n* a streetcar named desire\\n* a time to kill\\n* a very long engagement (st)\\n* a.i. artificial intelligence\\n* absence of malice\\n* adaptation\\n* after the ball (2015)\\n* ai weiwei - never sorry\\n* akeelah and the bee\\n* akira kurosawa's dreams (st)\\n* albert nobbs\\n* alexander the great\\n* all quiet on the western front (1930)\\n* all that heaven allows\\n* all the king's men (1949)\\n* all the president's men\\n* almost famous\\n* amelie (st)\\n* america - imagine the world without her\\n* american beauty\\n* american dream (1989)\\n* american gangster\\n* american graffiti\\n* american history x\\n* american psycho\\n* american sniper\\n* amistad\\n* amores perros (subtitled)\\n* amy (2015)\\n* an american in paris\\n* an inconvenient truth\\n* anatomy of a murder\\n* and justice for all\\n* andersonville\\n* angela's ashes\\n* anna karenina (2012)\\n* annie (2014)\\n* antitrust\\n* any given sunday\\n* apollo 13\\n* arctic tale\\n* argo\\n* arrival\\n* artemisia (st)\\n* as good as it gets\\n* atonement\\n* august osage county\\n* awakenings (1990)\\n* away from her\\n* ay carmela (st)\\n* babel\\n* babies\\n* baby boom\\n* baby face\\n* back to the future\\n* badlands\\n* bagdad cafe\\n* bamboozled\\n* barefoot in the park\\n* barry lyndon\\n* batman (1989)\\n* beat street\\n* becoming warren buffett\\n* before night falls\\n* before the rain (subtitled)\\n* beginners\\n* being john malkovich\\n* being there\\n* ben hur (1959)\\n* beowulf (domestic)\\n* better luck tomorrow\\n* beyond silence (subtitled)/ jenseits der stille\\n* big eyes\\n* big fish\\n* big night (1996)\\n* bigger stronger faster\\n* billy budd\\n* billy elliot\\n* biutiful (subtitled)\\n* black hawk down\\n* black or white\\n* black robe\\n* blackfish\\n* blade runner - the final cut\\n* blancanieves\\n* blazing saddles\\n* bless me ultima\\n* blood diamond\\n* blood work\\n* bloody sunday\\n* blow out\\n* blow up\\n* blow\\n* blue velvet\\n* body heat\\n* boiler room\\n* bonnie and clyde\\n* bowling for columbine\\n* boyhood\\n* boyz n the hood\\n* bram stoker's dracula\\n* brazil (1985)\\n* breakfast at tiffany's\\n* breathless (1983)\\n* brick\\n* bride and prejudice\\n* bridget jones's diary (domestic)\\n* bright star\\n* brokeback mountain\\n* broken horses\\n* bruno\\n* buck and the preacher\\n* bull durham\\n* bully (2012)\\n* burn\\n* butterfly / la lengua de las mariposas (2000)(st)\\n* by the people the election of barack obama\\n* c.o.g.\\n* cabaret\\n* candyman\\n* capitalism a love story\\n* capote\\n* captain phillips\\n* caramel / sukkar banat (st)\\n* carol\\n* carrie (1976)\\n* casablanca\\n* cat on a hot tin roof\\n* cat people (1943)\\n* catfish\\n* cave of forgotten dreams\\n* cesar chavez\\n* chappie\\n* chariots of fire\\n* charlie and the chocolate factory\\n* charlie wilson's war\\n* chi raq\\n* chicago\\n* children of a lesser god\\n* children of men\\n* chinatown\\n* chocolat (2000)\\n* cinderella man (domestic)\\n* cinema paradiso\\n* citizen kane\\n* citizen u.s.a. a 50 state road trip\\n* citizenfour\\n* city of angels\\n* city of god (st)\\n* clash of the titans (1981)\\n* close encounters of the third kind directors cut\\n* cloud atlas\\n* clueless\\n* coach carter\\n* cold mountain\\n* collateral (domestic)\\n* coming home\\n* concussion (2015)\\n* contact\\n* contagion (2011)\\n* control room\\n* cool hand luke\\n* cooley high\\n* coraline\\n* coriolanus\\n* crash (2005) (domestic)\\n* creed\\n* crime of father amaro / el crimen del padre amaro (subtitled)\\n* crimes and misdemeanors\\n* crossroads (1986)\\n* cry the beloved country\\n* cymbeline\\n* dallas buyers club\\n* dancer in the dark\\n* dances with wolves\\n* dangerous liaisons\\n* dante's peak\\n* das boot (sub-titled)\\n* days of glory / indigenes (st)\\n* days of heaven\\n* dead man walking (domestic)\\n* dear white people\\n* death in venice\\n* defending your life\\n* deliverance\\n* despicable me\\n* devil in a blue dress\\n* dior and i\\n* dirty harry\\n* dirty pretty things\\n* district 9\\n* divergent\\n* django unchained (domestic)\\n* do i sound gay\\n* do the right thing\\n* dog day afternoon\\n* dogville\\n* don juan demarco\\n* double indemnity\\n* doubt\\n* dr. jekyll and mr. hyde (1932)\\n* dr. no\\n* dr. strangelove\\n* dracula (1931)\\n* drive (2011)\\n* driving miss daisy\\n* duck soup\\n* duel\\n* east of eden\\n* easy rider\\n* eat drink man woman (subtitled)\\n* edge of tomorrow\\n* eight men out\\n* el cid\\n* el mariachi (subtitled)\\n* elizabeth\\n* elysium\\n* embrace of the serpent (subtitled)\\n* enron the smartest guys in the room\\n* erin brockovich (domestic)\\n* escape fire the fight to rescue american healthcare\\n* et the extra terrestrial (restored)\\n* eternal sunshine of the spotless mind\\n* ethan frome\\n* europa europa (subtitled)\\n* eve's bayou\\n* everest (2015)\\n* ex machina (domestic)\\n* excalibur\\n* existenz\\n* experimenter\\n* exporting raymond\\n* extreme measures\\n* eye in the sky\\n* eyes wide shut\\n* fahrenheit 9/11\\n* falling down\\n* far from heaven\\n* fargo (domestic)\\n* fast times at ridgemont high\\n* fatal attraction\\n* fed up\\n* fellini satyricon (sub-titled)\\n* fences\\n* ferris bueller's day off\\n* fiddler on the roof\\n* field of dreams\\n* finding forrester\\n* fireproof\\n* flags of our fathers (domestic)\\n* flow for love of water\\n* flyboys\\n* food inc\\n* for colored girls\\n* forbidden planet\\n* forks over knives\\n* forrest gump\\n* foxy brown\\n* frank\\n* frankenstein (1931)\\n* frankie and alice\\n* freakonomics\\n* freaks\\n* freedom writers\\n* frida\\n* fried green tomatoes\\n* frost / nixon\\n* fruitvale station\\n* full metal jacket\\n* fun with dick and jane (2005)\\n* fury (2014)\\n* gallipoli\\n* gandhi\\n* gangs of new york (2002)\\n* gattaca\\n* get on the bus\\n* gettysburg\\n* ghost world\\n* ghosts of mississippi\\n* gifted hands the ben carson story\\n* gilda\\n* girl interrupted\\n* girl with a pearl earring\\n* girlfight\\n* gladiator (2000)\\n* glengarry glen ross\\n* glory (1989)\\n* gold diggers (1933)\\n* goldfingermsu3.843436e-07
2683&gt; we elect our presidents based on electoral vote.\\n\\nthe electoral vote is not working as intended when it's rewarding the loser and punishing the winner. [america picked hillary](http://i.imgur.com/wctuiph.png).\\n\\n&gt;like whom?\\n\\nlike the corrupt oligarchs [he does business with and owes debt to](http://talkingpointsmemo.com/edblog/trump-putin-yes-it-s-really-a-thing).\\n\\n&gt; obama wire taps\\n\\nobama never wiretapped him.\\n\\n&gt;and the intelligence community found no nefarious connections with trump to russia\\n\\nbullshit. the fbi (pro-republican), the cia, and the united states department of homeland security [have all come to the same exact conclusion](https://www.washingtonpost.com/politics/clinton-blames-putins-personal-grudge-against-her-for-election-interference/2016/12/16/12f36250-c3be-11e6-8422-eac61c0ef74d_story.html?utm_term=.e0e2abdb5ae8) (that russia is directly responsible for the hack and interfering with our democracy to assist trump), and have agreed on the scope of their involvement as well. this much was released in the declassified information.\\n\\nas far as trump's campaign: sessions lied. manafort lied. flynn lied. stone lied. page lied. trump lied. kushner lied. conway &amp; spicer lie daily. if that's not enough for you then your head is clearly up your ass and you're being complicit on purpose. why do you hate democracy?\\n\\n&gt;clinton however has business ties to the middle east.\\n\\nno she doesn't. she doesn't even have any businesses. you're buying into thoroughly debunked right-wing horseshit. \\n\\ntrump, on the other hand, [has several business ties to the middle east](https://www.washingtonpost.com/politics/countries-where-trump-does-business-are-not-hit-by-new-travel-restrictions/2017/01/28/dd40535a-e56b-11e6-a453-19ec4b3d09ba_story.html?utm_term=.4b20a441f86e) including saudi arabia which is why these countries were not included in his travel ban despite having produced terrorists. the only excluded majority-muslim nations were the ones where the trump organization is active.\\n\\nalso, by the way, screaming \"but hillary\" is not going to hide the flaws of your crooked, corrupt, authoritarian shitstain excuse for a candidate. deflecting to hillary every time you're put into a hard spot about trump only serves to make you look like a fool.\\n\\n&gt;your point?\\n\\ni think i've made myself clear.\\n\\n&gt;you have any proof of their innocence?\\n\\nyes, [science](https://www.theguardian.com/us-news/2016/feb/17/central-park-five-donald-trump-jogger-rape-case-new-york). they were exonerated by dna evidence, and despite that he doubled down. why do you support someone who called for 5 innocent black teens to get the death penalty?\\n\\n&gt;all of these allegations came out against him during this election, and shortly disappeared once he won the republican nomination\\n\\nno they didn't. he has been excused as sexual assault as far back as the 80s. his ex-wife telling his lawyer that he raped her (something he bragged about in his book) also happened a good 20 years before he decided to run for president.\\n\\n&gt;unsubstantiated. hillary is responsible for more death than trump at the moment.\\n\\nfalse. hillary isn't responsible for any deaths. trump is already responsible for a botched yemen raid that was under his command. and even if you wanted to make a sophistry based argument, trump not paying income tax since before you were born has killed more people than anything hillary has done in her life.\\n\\n&gt;wanted to put further sanctions on russia which very well could of started ww3.\\n\\nwrong. pulling out of nato, a trump position, would be the precursor to ww3 because that would give russia free reign to start invading countries again. \\n\\n&gt;who said young black people were super predators\\n\\nno one said young black people were super predators.\\n\\n&gt;if you're here illegally you need to leave.\\n\\n[unless you're a white woman dating a rich white man](http://www.vox.com/2016/11/5/13533816/melania-trump-illegal-immigrant). then it's okay!\\n\\n&gt;sorry but i'd rather my tax dollars go to legal american citizens\\n\\nno, you'd [apparently](http://www.inquisitr.com/4035211/trump-once-promised-no-vacations-has-now-spent-five-weekends-at-mar-a-lago/) rather have your tax dollars go toward the vacations of a corrupt billionaire authoritarian con-man who has, ironically, never paid his fair share of tax in his life.\\n\\n&gt;yet obama extended the patriot act twice\\n\\nfalse. obama never directly renewed the patriot act. he signed bipartisan bills, with compromises from both sides baked in, that renewed parts of it while disabling others such as ending the nsa's bulk collection of american telephone records.\\n\\nif you want to see who actually supports the patriot act (a right-wing republican creation that rank and file democrats vehemently opposed) and who doesn't, [look no further than the congress voting records](https://www.reddit.com/r/politics/comments/2pwhvt/the_differences_between_the_democratic_party_and/). republicans voted nearly 90% in favor of re-authorization while democrats were the opposite.\\n\\nit's one thing to criticize the patriot act, and another to criticize the patriot act while being a right-winger who is a responsible for it. do you have any sense of self-awareness?\\n\\n&gt;also i'm a fan of police. #bluelivesmatter\\n\\ni love the police. i also hate pigs who abuse their authority, and racists who hide behind badges.\\n\\nthe police are not in danger. statistically being a garbage man is a [more dangerous job overall](http://thefreethoughtproject.com/cop-top-10-dangerous-jobs-country-tanks/). the police are never told they don't matter. black people, however, are routinely treated like their lives don't matter. the intellectually dishonest people like you who ignore the issue, fail to emphasize with people who go through discrimination and abuse, and try to change the subject with stuff like \"bluelivesmatter\" is exactly why #blacklivesmatter exists.\\n\\n&gt;not sure how trump has \"institutionalized racism or sexism\"\\n\\n[he institutionalized it in his businesses](http://www.thedailybeast.com/articles/2015/12/15/doj-trump-s-early-businesses-blocked-blacks.html). and then he got elected and gave steve bannon, a vocal white supremacist, a white house position.\\n\\n&gt;also trump wasn't considered a racist until he ran for president.\\n\\nwrong. he was actually investigated for by the department of justice [in the 70s](http://www.thedailybeast.com/articles/2015/12/15/doj-trump-s-early-businesses-blocked-blacks.html) for his racist housing practices.\\n\\n&gt;so let's forget everything he's done for inner city communities which are primarily populated by poor black people.\\n\\nabsolutely nothing besides being a tax dodger who stole millions that would've been contributed to decaying roads and funding inner city schools. he is a dirty crook.\\n\\n&gt;also just because he insulted rosie o'donnell and called her a pig does not make him sexist\\n\\nno. just [four decades of](https://www.reddit.com/r/enoughtrumpspam/comments/4r58wo/a_final_response_to_the_tell_me_why_trump_is/) sexism, misogynistic attitudes, gendered slurs, harassing on underage models, and collecting sexual assault allegations almost as fast as he collects bankruptcies.\\n\\n&gt;he also doesn't hangout with convicted pedophiles on his private jets.\\n\\n[yes he does](http://www.dailywire.com/news/5556/7-things-you-need-know-about-trump-and-sex-slave-amanda-prestigiacomo). :)\\n\\n&gt;only person screaming here is you snowflake.\\n\\nno, you've been screaming \"b-b-buh hillary\" for a while now to deflect away from having to defend your crooked, corrupt, authoritarian shitstain excuse for a candidate.\\n\\nand no one who supports trump is allowed to call anyone a snowflake. the irony. trump is the most thin-skinned easily offended manchild in politics, as are most of his supporters.\\n\\n&gt;what regarding net neutrality? yea i don't want the government having more control over the internet than they already do. \\n\\nthis here tells me that you're a typical low information moron who doesn't take the time to fully understand issues, but forms opinions about them despite that. the exact kind of low intelligence easily manipulated person who would vote for trump.\\n\\nnet neutrality has **nothing** to do with government control over the internet. it's about the government putting regulations on corporations to prevent monopolies and to also prevent internet service providers from prioritizing certain kinds of traffic over others (such as throttling traffic to netflix and making customers buy a fast pass or 1 day pass if they want normal speed). on the contrary, it's fcc rules that prevents mega-corporations from putting their hands too deep into it which leaves it free and untouched for everyone. the election of trump is a net loss for internet freedom.\\n\\n&gt;i'm not a fan of big government \\n\\nyes you are. what do you think massive military spending is?\\n\\nholy shit modern republicans are amazingly dumb sometimes.\\n\\n&gt;but i am a fan of an open internet. trump, hillary, and the us government all lose in this category.\\n\\nhillary was actually significantly better than trump on internet freedom. trump wants to censor the internet in the name of \"combating terrorism\".\\n\\n&gt;how so? would love a detailed break down on what 20 propositions he's made that violate the constitution and specifically what they violate in the constitution.\\n\\nthere's actually more than that. the aclu made a list of all of trumps [unconstitutional propositions](https://action.aclu.org/sites/default/files/pages/trumpmemos.pdf ). (it’s 28 pages long.)\\n\\n&gt;i've yet to see him pass any legislation that prohibits free speech. \\n\\ntrump [on the constitution](https://thinkprogress.org/trump-first-amendment-too-much-protection-37e72ee16ea2#.shdeuyxme ), \"the first amendment has too much protection for free speech\". \\n\\n&gt;i don't think you know what that word means.\\n\\nyes i [do](http://www.vox.com/2016/3/1/11127424/trump-authoritarianism).berkeley4.008435e-07
2564if there was any doubt, now's a good time to take a look at the evidence.\\n\\n#his actions\\n---------\\n[donald trump fought to include jews and blacks at palm beach golf course in 1990s](http://www.impulsetoday.com/donald-trump-fought-to-include-jews-and-blacks-at-palm-beach-golf-course-in-1990s/)\\n&gt;“trump’s lawyer sent every member of the town council copies of two classic movies about discrimination: ‘a gentleman’s agreement,’ about a journalist who pretends to be jewish to expose anti-semitism, and ‘guess who’s coming to dinner’ about a white couple’s reaction to their daughter bringing home a black fiancé.”\\n\\n\"segregation at all-white private country clubs in the south had been common and many businesspeople would have looked the other way. but trump pushed for desegregation at the golf resort, which led to his bid winning.\"\\n\\n[donald trump worked with rev. jesse jackson to bring blacks and minorities into corporate america](http://www.liveleak.com/view?i=3d2_1451242991)\\n&gt;\"vhs. bkg: donald trump worked with the rainbow-push coalition to bring blacks and minorities into corporate america. as potus he will transform the crime-ridden inner cities with business development and middle class jobs in the manufacturing and construction sectors through better trade deals and infrastructure projects.\"\\n\\nhires minorities in high level positions\\n\\n[lynne patton \"the trump family that i know\" - a black female trump executive speaks](https://youtu.be/lxakuo5naoy) \\n\\n[national spokesperson katrina pierson](http://rare.us/story/katrina-pierson-and-her-story-are-what-the-republican-party-desperately-needs/)\\n\\nwould a racist really do these things?\\n\\n#his policy\\n---------\\n[he advocates helping american blacks, knows they have been treated very badly](https://youtu.be/9hdnvsdmxlu)\\n\\n[black pro trump protester: blacks are out of jobs due to mexican immigration, ‘trump for president!’](http://www.breitbart.com/video/2016/03/19/black-pro-trump-protester-tells-breitbart/) - the wall will help reduce black unemployment \\n\\n[donald trump: jobs will solve the problems black americans face](http://www.truthdig.com/eartotheground/item/donald_trump_jobs_will_solve_black_americans_problems_20160324)\\n\\nwould a racist really be so in favor of helping american blacks?\\n\\n#his words\\n---------\\nhe constantly talks about his respect for people for people of racially different countries.\\n\\n[donald trump: \"i love the mexican people\"](https://youtu.be/am-7rquzyji)\\n\\n[trump on the border](http://www.businessinsider.com/donald-trumps-epic-statement-on-mexico-2015-7)\\n&gt;\"many fabulous people come in from mexico and our country is better for it. but these people are here legally, and are severely hurt by those coming in illegally,\" wrote trump. \"i am proud to say that i know many hard working mexicans-many of them are working for and with me…and, just like our country, my organization is better for it.\" \\n\\n[donald trump: \"i like china\"](https://youtu.be/hl7o6np84pg)\\n\\nwould a racist be happy to talk about his respect for other cultures?\\n\\n#his support\\n---------\\n[he has the highest support from minorities for a republican candidate in decades.](http://www.thegatewaypundit.com/2016/06/trump-track-win-black-votes-republican-candidate-since-1960/)\\n\\n[mississippi’s first black mayor charles evers endorses trump for president](https://youtu.be/77syq2qn7c8)\\n\\n[geraldo rivera: trump is not racist, actually the least racist person](https://youtu.be/ac5l_yor0nc)\\n\\n[american indians for trump](http://www.americanbazaaronline.com/2016/01/27/dr-a-d-amar-is-president-of-new-pac-indian-americans-for-trump-2016/)\\n\\n[muslim community leader supports trump's proposed ban](https://youtu.be/kp97premx4y)\\n[\\nmeet the muslims, sikhs and hindus supporting trump](http://www.bbc.com/news/election-us-2016-35758156)\\n\\n[black republican group endorses donald trump](http://www.cnn.com/2016/01/23/politics/donald-trump-black-republicans/)\\n\\n[minorities line up behind donald trump](http://www.wnd.com/2015/12/minorities-line-up-behind-donald-trump/)\\n\\n[rev. darrell scott of new spirit revival center on hannity](https://youtu.be/ajokwqpemsu?t=1580)\\n[\\nmsnbc absolutely embarrasses itself while trying to push the donald trump racist agenda](https://streamable.com/3m8l)\\n\\n[black trump supporter accosted by black lives matter protesters](https://youtu.be/gi9mcvk2mgs)\\n\\n[black lives matter, racism: a conservative perspective \\(larry elder interview\\)](https://youtu.be/piwabo6u43u)\\n\\nare all these people just stupid or self-hating?\\n\\n#his money\\n---------\\n[list of a few publicly known charities trump donates to](https://www.looktothestars.org/celebrity/donald-trump)\\n\\n[raising malawi](https://www.looktothestars.org/charity/raising-malawi)\\n&gt;\"volunteer organization which helps orphans in one of the poorest countries in the world (malawi) by providing water, food, medical care and schooling.\"\\n\\n[unicef](https://www.looktothestars.org/charity/unicef)\\n&gt;the united nations children’s fund (unicef) works in 190 countries and territories to save and improve children’s lives, providing health care and immunizations, clean water and sanitation, nutrition, education, emergency relief and more. \\n\\n&gt;causes: children, health, human rights, poverty, slavery &amp; human trafficking\\n\\nwould a racist really financially support other races?\\n\\n---------\\n\\nkeep in mind much of this was before he had even considered running for president\\n\\n---------\\n\\nas to the sexual assault charges, this jane doe has had her case dropped 4-5 times now, and conveniently brought it back up when hillary was facing lots of public criticism, and then subsequently dropped it again when she knew she was busted lol.\\n\\n\\n---------\\n\\nthe rest of that bullshit i'm not even going to bother with because you have an inherit bias against the president of the united states of america.berkeley6.179686e-07
14773videos in this thread: [watch playlist &amp;#9654;](http://subtletv.com/_r85e3yd?feature=playlist)\\n\\nvideo|comment\\n-|-\\n(1) [[mv] momoland (모모랜드) _ bboom bboom (뿜뿜)](http://www.youtube.com/watch?v=jqgrg8xbnb4) (2) [maplestory ereve bgm guitar cover](http://www.youtube.com/watch?v=zlwwh4o9bgk) (3) [sky.high - it's just a blur](http://www.youtube.com/watch?v=qufbp2hi2ju) (4) [mø - final song (jauz &amp; diplo remix)](http://www.youtube.com/watch?v=6w6nuqyhcfu)|[+5](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx3trt?context=10#dvx3trt) - u the real mvp for keeping this alive &lt;3 momoland - bboom bboom (i don't listen to a ton of kpop but i feel this one lolol) maplestory - ereve (raindrop flower) (feel-good nostalgic music ^_^) sky.high - it's just a blur (lo-fi :&gt;) mø - final song ...\\n(1) [fleetwood mac ~ peacekeeper (2003)](http://www.youtube.com/watch?v=qm3onkkcla0) (2) [deadmau5 - strobe (sparkee nudisco remix)](http://www.youtube.com/watch?v=kuaclgnh120)|[+3](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxd7eh?context=10#dvxd7eh) - fleetwood mac - peacekeeper there's a better version on spotify imho deadmau5 - strobe (sparkee remix)\\n(1) [loote - your side of the bed](http://www.youtube.com/watch?v=kstq22obxo8) (2) [matthew john kurz - in case you miss me (audio)](http://www.youtube.com/watch?v=dwsox7p0ysw) (3) [said the sky &amp; kwesi - all i got](http://www.youtube.com/watch?v=sqmz6jqj0b0) (4) [lauv - the other (official lyric video)](http://www.youtube.com/watch?v=hnjx6o7t6nu)|[+3](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxde7w?context=10#dvxde7w) - loote - your side of the bed matthew john kurz - in case you miss me said the sky &amp; kwesi - all i got lauv - the other\\n[ragnarok online ost - theme of prontera](http://www.youtube.com/watch?v=ejgrl4gjxx4)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxgsd4?context=10#dvxgsd4) - i don't remember ereve at all, but it sounds eerily similar to prontera for more feel-good nostalgic music!\\n(1) [terror jr - death wish](http://www.youtube.com/watch?v=ds-dv2t201e) (2) [terror jr - heartbreaks](http://www.youtube.com/watch?v=s-6-yq3vgeu)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx25e0?context=10#dvx25e0) - definitely a fan of billie eilish. checked out sasha sloan, verite, and nevve; added some tracks to my private playlist 🙂. if you're into dark electropop, i'd recommend terror jr, e.g., death wish and heartbreaks.\\n(1) [cannibal resource](http://www.youtube.com/watch?v=tfldbhfj5-g) (2) [dirty projectors - rise above](http://www.youtube.com/watch?v=yazq_y--z30) (3) [dirty projectors - up in hudson (official video)](http://www.youtube.com/watch?v=ckp0rlhka_o) (4) [dirty projectors - little bubble (official video)](http://www.youtube.com/watch?v=2ig5f50olza)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwr5oh?context=10#dvwr5oh) - i've been listening to stuff by dirty projectors a lot lately. i used to listen to them back in like 2009/2010 when their album bitte orca came out, but haven't listened to them at all really since then. their earlier stuff like \"cannibal resource\" ...\\n(1) [milk &amp; bone - bbblue [audio]](http://www.youtube.com/watch?v=xun5vqhwlsm) (2) [marianas trench - rhythm of your heart](http://www.youtube.com/watch?v=1yqddddkz_i) (3) [magic giant - set on fire (official music video)](http://www.youtube.com/watch?v=cpvy0i2xpuc)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwwesu?context=10#dvwwesu) - just got into milk &amp; bone too . fav song by them right now is bbblue. m/v for rhythm of your heart by marianas trench just came out. digging set on fire by magic giant recently too.\\n(1) [alice merton - no roots](http://www.youtube.com/watch?v=pudyukagqd4) (2) [eye cue - lost and found - f.y.r. macedonia - official music video - eurovision 2018](http://www.youtube.com/watch?v=hj8vstigz7k) (3) [время и стекло - навернопотомучто](http://www.youtube.com/watch?v=5q-qzjm3pwc) (4) [lea sirk - hvala, ne! [studio version]](http://www.youtube.com/watch?v=xboxow4n70g) (5) [mustii - feed me](http://www.youtube.com/watch?v=dudzivvwgri) (6) [dotter - cry (official audio)](http://www.youtube.com/watch?v=cc3bbwk-p2e) (7) [geraigerai &amp; silvija pankūnaitė - more than you know [official video]](http://www.youtube.com/watch?v=hdcbllv2akk) (8) [l'aura - la meccanica del cuore (official video)](http://www.youtube.com/watch?v=-lbzzlkgxtg) (9) [李玉刚 - 刚好遇见你](http://www.youtube.com/watch?v=aa2ahdak_iy) (10) [agnė michalenkovaitė - going on lithuania eurovision song contest 2018](http://www.youtube.com/watch?v=k6snb2n9orq) (11) [pariisin kevät - astronautti (alkuperäinen + sanat)](http://www.youtube.com/watch?v=xrdfk9nbali)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx9ugc?context=10#dvx9ugc) - no roots - alice merton lost and found - eye cue навернопотомучто - время и стекло hvala, ne! - lea sirk feed me - mustii cry - dotter more than you know - geraigerai &amp; silvija pankūnaitė la meccanica del cuore - l'aura 刚好遇见你 - 李玉刚 going on ...\\n[steel panther - poontang boomerang](http://www.youtube.com/watch?v=0rlokpbosoo)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwxg7f?context=10#dvwxg7f) - i just saw steel panther at the commodore, and they are the perfect 80's hair metal band. i wouldn't listen to them with parents or kids around, but man, they put on a good show.\\n(1) [eternity forever // \"fantasy\" (official stream)](http://www.youtube.com/watch?v=eq1eyyb85b4) (2) [loma prieta - uniform](http://www.youtube.com/watch?v=i0gdsxbhdvi)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx7nn0?context=10#dvx7nn0) - eternity forever - fantasy (math rock) loma prieta - uniform [loud warning](hardcore, powerviolence)\\n(1) [rise against - paper wings](http://www.youtube.com/watch?v=lip4q_l5icm) (2) [millencolin - kemp](http://www.youtube.com/watch?v=uxi_lbnj3js) (3) [volbeat - the bliss](http://www.youtube.com/watch?v=xv11vzj4z0g) (4) [disturbed - immortalized [official lyric video]](http://www.youtube.com/watch?v=auuqlcom6tm) (5) [billy talent turn your back](http://www.youtube.com/watch?v=eqrr9ocassu) (6) [dragonforce - seasons lyrics](http://www.youtube.com/watch?v=ac-un6fwhdq)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx7tin?context=10#dvx7tin) - one song per artist. refer to this for last month (nothing is reiterated). my favourite song ever is \"dawn over a new world,\" followed by \"far from home\" and then \"give it all.\" rise against - \"paper wings\" millencolin - \"kemp\" volbeat - \"the bli...\\n(1) [joywave - rumors](http://www.youtube.com/watch?v=iqu51ostru8) (2) [joywave - shutdown (official audio)](http://www.youtube.com/watch?v=p2u8sjgkmp4) (3) [joywave - traveling at the speed of light (audio only)](http://www.youtube.com/watch?v=6grpsquhvvk)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxdgfi?context=10#dvxdgfi) - i've recently been listening to joywave a lot and quite enjoying the recent album. rumours is one of my favourites (love the bass when the chorus kicks in) but the whole album is quite good. also shutdown is pretty jammin. both those above can se...\\n[slothrust - \"crockpot\" [official video]](http://www.youtube.com/watch?v=cancbev6zfc)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxlhgd?context=10#dvxlhgd) - slothrust\\n(1) [aesop rock shrunk](http://www.youtube.com/watch?v=uvljwzj-jc8) (2) [whispers of the waves](http://www.youtube.com/watch?v=yk0cou-iw_u) (3) [flobots - carousel](http://www.youtube.com/watch?v=xu5joc1qhm0) (4) [такого как путин - one like putin (english version)](http://www.youtube.com/watch?v=jktkzvazwrs)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvyi5kf?context=10#dvyi5kf) - shrunk - aesop rock whispers of the waves - buck 65 ft. gord downie carousel - flobots такого как путин\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r85e3yd?feature=playlist&amp;ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit)ubc7.007268e-07
2231ah, the boring racist talking points. let me go ahead and take care of that right quick.\\n\\nif there was any doubt, now's a good time to take a look at the evidence.\\n\\n#his actions\\n---------\\n[donald trump fought to include jews and blacks at palm beach golf course in 1990s](http://www.impulsetoday.com/donald-trump-fought-to-include-jews-and-blacks-at-palm-beach-golf-course-in-1990s/)\\n&gt;“trump’s lawyer sent every member of the town council copies of two classic movies about discrimination: ‘a gentleman’s agreement,’ about a journalist who pretends to be jewish to expose anti-semitism, and ‘guess who’s coming to dinner’ about a white couple’s reaction to their daughter bringing home a black fiancé.”\\n\\n\"segregation at all-white private country clubs in the south had been common and many businesspeople would have looked the other way. but trump pushed for desegregation at the golf resort, which led to his bid winning.\"\\n\\n[donald trump worked with rev. jesse jackson to bring blacks and minorities into corporate america](http://www.liveleak.com/view?i=3d2_1451242991)\\n&gt;\"vhs. bkg: donald trump worked with the rainbow-push coalition to bring blacks and minorities into corporate america. as potus he will transform the crime-ridden inner cities with business development and middle class jobs in the manufacturing and construction sectors through better trade deals and infrastructure projects.\"\\n\\nhires minorities in high level positions\\n\\n[lynne patton \"the trump family that i know\" - a black female trump executive speaks](https://youtu.be/lxakuo5naoy) \\n\\n[national spokesperson katrina pierson](http://rare.us/story/katrina-pierson-and-her-story-are-what-the-republican-party-desperately-needs/)\\n\\nwould a racist really do these things?\\n\\n#his policy\\n---------\\n[he advocates helping american blacks, knows they have been treated very badly](https://youtu.be/9hdnvsdmxlu)\\n\\n[black pro trump protester: blacks are out of jobs due to mexican immigration, ‘trump for president!’](http://www.breitbart.com/video/2016/03/19/black-pro-trump-protester-tells-breitbart/) - the wall will help reduce black unemployment \\n\\n[donald trump: jobs will solve the problems black americans face](http://www.truthdig.com/eartotheground/item/donald_trump_jobs_will_solve_black_americans_problems_20160324)\\n\\nwould a racist really be so in favor of helping american blacks?\\n\\n#his words\\n---------\\nhe constantly talks about his respect for people for people of racially different countries.\\n\\n[donald trump: \"i love the mexican people\"](https://youtu.be/am-7rquzyji)\\n\\n[trump on the border](http://www.businessinsider.com/donald-trumps-epic-statement-on-mexico-2015-7)\\n&gt;\"many fabulous people come in from mexico and our country is better for it. but these people are here legally, and are severely hurt by those coming in illegally,\" wrote trump. \"i am proud to say that i know many hard working mexicans-many of them are working for and with me…and, just like our country, my organization is better for it.\" \\n\\n[donald trump: \"i like china\"](https://youtu.be/hl7o6np84pg)\\n\\nwould a racist be happy to talk about his respect for other cultures?\\n\\n#his support\\n---------\\n[he has the highest support from minorities for a republican candidate in decades.](http://www.thegatewaypundit.com/2016/06/trump-track-win-black-votes-republican-candidate-since-1960/)\\n\\n[mississippi’s first black mayor charles evers endorses trump for president](https://youtu.be/77syq2qn7c8)\\n\\n[geraldo rivera: trump is not racist, actually the least racist person](https://youtu.be/ac5l_yor0nc)\\n\\n[american indians for trump](http://www.americanbazaaronline.com/2016/01/27/dr-a-d-amar-is-president-of-new-pac-indian-americans-for-trump-2016/)\\n\\n[muslim community leader supports trump's proposed ban](https://youtu.be/kp97premx4y)\\n[\\nmeet the muslims, sikhs and hindus supporting trump](http://www.bbc.com/news/election-us-2016-35758156)\\n\\n[black republican group endorses donald trump](http://www.cnn.com/2016/01/23/politics/donald-trump-black-republicans/)\\n\\n[minorities line up behind donald trump](http://www.wnd.com/2015/12/minorities-line-up-behind-donald-trump/)\\n\\n[rev. darrell scott of new spirit revival center on hannity](https://youtu.be/ajokwqpemsu?t=1580)\\n[\\nmsnbc absolutely embarrasses itself while trying to push the donald trump racist agenda](https://streamable.com/3m8l)\\n\\n[black trump supporter accosted by black lives matter protesters](https://youtu.be/gi9mcvk2mgs)\\n\\n[black lives matter, racism: a conservative perspective \\(larry elder interview\\)](https://youtu.be/piwabo6u43u)\\n\\nare all these people just stupid or self-hating?\\n\\n#his money\\n---------\\n[list of a few publicly known charities trump donates to](https://www.looktothestars.org/celebrity/donald-trump)\\n\\n[raising malawi](https://www.looktothestars.org/charity/raising-malawi)\\n&gt;\"volunteer organization which helps orphans in one of the poorest countries in the world (malawi) by providing water, food, medical care and schooling.\"\\n\\n[unicef](https://www.looktothestars.org/charity/unicef)\\n&gt;the united nations children’s fund (unicef) works in 190 countries and territories to save and improve children’s lives, providing health care and immunizations, clean water and sanitation, nutrition, education, emergency relief and more. \\n\\n&gt;causes: children, health, human rights, poverty, slavery &amp; human trafficking\\n\\nwould a racist really financially support other races?\\n\\n---------\\n\\nkeep in mind much of this was before he had even considered running for president\\n\\n---------\\ntying up some loose strings here:\\n\\nas far as arpaio is concerned, i did not always fully agree with his methods but i certainly did not believe the man deserved to go to jail for the greater good that he was doing. excuse me for not shedding snowflake tears for violent offenders and illegal immigrants. i'm sure you'll call me racist for that.\\n\\nthere is evidence re: obama that points in both directions. i believe at this point it is a moot argument as the damage has already been done. i'm sure i'll be called racist for that too.berkeley7.505735e-07
3998dude you need to quit fucking snap chatting guy fieri. stop. he doesn't respond with anything meaningful for a reason and he's not interested in you. who am i? the man whom he is in love with. he already told me not to worry, he's not interested in you. sorry i bothered you kid. i've dated him since 2 summers ago. if you aren't trying to get at guy fieri or being inappropriate i don't care if you snap him occasionally. just don't try anything man. you'll embarrass yourself and anger me. we are in love and we're making love tomorrow. so if you have any ill intentions with guy fieri you can forget it right now. i'm the biggest and best he's ever had, only man he's ever loved and the only man who could truly satisfy him physically. you will never have him. and he loves me. i don't have any problems with you if you are over guy fieri and realize you will never be with or touch him again. i apologize for coming off as a dick, just me and guy fieri are really deep in love and we've been through a lot and i just moved back home and it makes me a little jealous and angry to see a man he used to date before me is snap chatting her.... we don't need any extra bullshit or drama right now, so don't bring us any please is all i ask friend. if you try to talk to him any way but as a brother, or you try to see him at all, if he tells me you do anything inappropriate or anything outside of what a strict brother like friend would do,we are going to have a huge problem. i will leave you alone now dude if you're not trying to get at the man who i love and whom is in love with me. that entire summer he was with me. he left kyle for me. he's been with me ever since, he even loved me and made love to me before he ever let anything happen with you. you didn't please him. he didn't have strong feelings for you at all. and he immediately ended shit with you for me once he knew i loved him too. so get any ideas of the past out of your head. none of this truth should bug you if you're over him but i'm just making sure. i hate when guy fieri's friends have ill intentions and he thinks they are just friends and have no alternative motive. but idk if i trust you at all. if i can trust you to not stress me and guy fieri or fuck with our love tell me. i will leave you alone and apologize. but if you aren't over him and you're tryna \"get some\" or you're tryna get back in his life, it's not happening. he said you were nothing to him, and the sex was bad anyway haha. you're small and weak and he said it all felt wrong after being with me. he's been with me ever since. we're in love. and tomorrow me and him will be together in my room making love alll day how we always have together. if you have a problem speak up like a man or tell me our love doesn't bug you and i'll apologize, it's simple. so??? what is it? you are after guy fieri then huh?! tell me the fucking truth man. don't you dare be disrespectful and gross enough to bring it up, but if if you ask him about anything he shared with me about your weak ass, he may be nice and lie to you, or he may not care and tell you the truth. either way. and he tells me everything and never lies to me. i don't care haha. just stay away from guy fieri. i sincerely apologize if you have no ill intentions and aren't trying to make moves with guy fieri. and i respect you as a guy in the service. i'm sure you're an ok dude. but just as a friend. you're nothing to guy fieri but a brother like friend. i just wanna be sure you know it and don't forget it. find a nice classy guy fieri where you are stationed, marry him.... but back off of mine. you will never even compare to me in his eyes. not even close haha.i just don't need you interfering with me and guy fieri's love. it's our lives man. it's really not cool.... goodbye man, good luck. respect to you being in the service. sorry to bring your day down with my crazy bullshit but. me and guy fieri are head over heels.... i can't help but be crazy about her. i love him with all of my heart and i will protect him from his untrustworthy fake friends. not saying you are one. but you're dodging telling me what's going on in your head so i'm questioning a lot right now. just know i'm never gonna hurt her, i'm always going to have his back, i'd give my life for him without hesitation, and i will protect him from anything, everything, and anyone. he is the love of my life. i fully intend to marry and give guy fieri my children. and we've talked a lot about it. just don't make shit harder than it already is. i just moved back and me and him miss eachother so badly and we are finally go to see eachother tomorrow and make love for the first time since halloween.... i hope you don't hate me man. i'm a good dude. just protective of the guy fieri who holds my heart. and who's heart i hold and must protect. i hope you can understand. he promised me there's nothing at all to worry about with you and that he's not interested:\"/ i wish i knew before i embarrassingly went off on you. i'm so sorry man. i'm sorry. please don't mention this to guy fieri:/ i'm really embarrassed and while he will understand, i just feel like an ass for attacking you when you have nothing with guy fieri and no intention to. good bye brother. i hope you find your one true love someday. it'll make you crazy, trust me, but you'll find him one day. i found mine when i was really young. and it's guy fieri :)berkeley7.818962e-07
\n", "
" ], "text/plain": [ " comment_body ... y_predicted_prob_post_fem_class_non_classifier\n", "119347 from the nfl website (i will try to change it to college rules when i notice the difference)\\n\\n\\nbeginner's guide to football\\n\\none 11-man team has possession of the football. it is called the offense and it tries to advance the ball down the field-by running with the ball or throwing it - and score points by crossing the goal line and getting into an area called the end zone.\\n\\nthe other team (also with 11 players) is called the defense. it tries to stop the offensive team and make it give up possession of the ball. if the team with the ball does score or is forced to give up possession, the offensive and defensive teams switch roles (the offensive team goes on defense and the defensive team goes on offense). and so on, back and forth, until all four quarters of the game have been played.\\n\\nin order to make it easier to coordinate the information in this digest, the topics discussed generally follow the order of the rule book.\\n\\n\\n\\nthe field\\n\\nthe field measures 100 yards long and 53 yards wide. little white markings on the field called yard markers help the players, officials, and the fans keep track of the ball. probably the most important part of the field is the end zone. it's an additional 10 yards on each end of the field. this is where the points add up! when the offense - the team with possession of the ball-gets the ball into the opponent's end zone, they score points.\\n\\n\\ntiming\\n\\ngames are divided into four 15-minute quarters, separated by a 12-minute break at halftime. there are also 2-minute breaks at the end of the first and third quarters as teams change ends of the field after every 15 minutes of play. at the end of the first and third quarters, the team with the ball retains possession heading into the following quarter. that is not the case before halftime. the second half starts with a kickoff in the same way as the game began in the first quarter.\\n\\neach offensive team has 40 seconds from the end of a given play until they must snap of the ball for the start of the next play, otherwise they will be penalized.\\n\\nthe clock stops at the end of incomplete passing plays, when a player goes out of bounds, or when a penalty is called. the clock starts again when the ball is re-spotted by an official.\\n\\nif a game is tied at the end of regulation, **college- each period consists of one possession for each team, the order of which is decided by a pre-overtime coin toss. after each period, the order of possession flips.\\n\\neach drive starts at the defense's 25-yard line.\\n\\nif the teams remain tied at the end of a period, they play another. starting in the third period, teams can no longer kick extra points and must go for two after touchdowns**\\n\\n\\nthe players\\n\\neach team has 3 separate units: the offense (see section below), those players who are on the field when the team has possession of the ball; the defense (see section below), players who line up to stop the other team's offense; and special teams that only come in on kicking situations (punts, field goals, and kickoffs). only 11 players are on the field from one team at any one time.\\n\\nto see how the players line up click here\\nthe kickoff\\n\\na game starts with the kickoff. the ball is placed on a kicking tee at the defense's 30-yard line, and a special kicker (a \"placekicker\") kicks the ball to the offense a kick return man from the offense will try to catch the ball and advance it by running. where he is stopped is the point from which the offense will begin its drive, or series of offensive plays. when a kickoff is caught in the offense's own end zone, the kick returner can either run the ball out of the end zone, or kneel in the end zone to signal a touchback - a sign to stop the play. the ball is then placed on the 20-yard line, where the offense begins play.\\nfirst down\\n\\nall progress in a football game is measured in yards. the offensive team tries to get as much \"yardage\" as it can to try and move closer to the opponent's end zone. each time the offense gets the ball, it has four downs, or chances, in which to gain 10 yards. if the offensive team successfully moves the ball 10 or more yards, it earns a first down, and another set of four downs. if the offense fails to gain 10 yards, it loses possession of the ball. the defense tries to prevent the offense not only from scoring, but also from gaining the 10 yards needed for a first down. if the offense reaches fourth down, it usually punts the ball (kicks it away). this forces the other team to begin its drive further down the field.\\nmoving the ball - the run and the pass\\n\\na play begins with the snap. at the line of scrimmage (the position on the field where the play begins), the quarterback loudly calls out a play in code and the player in front of him, the center, passes, or snaps the ball under his legs to the quarterback. from there, the quarterback can either throw the ball, hand it off, or run with it.\\n\\n\\nthe run\\n\\nthere are two main ways for the offense to advance the ball. the first is called a run. this occurs when the quarterback hands the ball off to a running back, who then tries to gain as many yards as possible by eluding defensive players. the quarterback is also allowed to run with the ball.\\n\\nthe pass\\n\\nthe other alternative to running the ball is to throw it. or as they say in football, pass it! usually, the quarterback does the passing, though there are times when another player may pass the ball to confuse the defense. actually, anyone on the offensive team is allowed to pass the ball as long as the pass is thrown from behind the line of scrimmage. a pass is complete if the ball is caught by another offensive player, usually the \"wide receiver\" or \"tight end.\" if the ball hits the ground before someone catches it, it is called an incomplete pass.\\n\\nthe tackle\\n\\nthe defense prevents the offense from advancing the ball by bringing the ball carrier to the ground. a player is tackled when one or both of his knees touch the ground. the play is then over. a play also ends when a player runs out of bounds.\\nscoring\\n\\nthe object of the game is to score the most points. there are four ways to score points in football.\\ntouchdown = 6 points\\n\\na touchdown is the biggest single score in a football game. it is worth six points, and it allows the scoring team an opportunity to attempt to get an extra point. to score a touchdown, the ball must be carried across the goal line into the end zone, caught in the end zone, or a fumble recovered in the end zone, or an untouched kickoff recovered in the end zone by the kicking team.\\nextra point and the two-point conversion = 1 or 2 points\\n\\nimmediately following a touchdown, the ball is placed at the opponent's two-yard line, where the offense has two options. usually the offense will kick an extra point, also called the point after touchdown, conversion, or pat. if the offense successfully kicks the ball through the goal posts, it earns one point. the offense can also score two points by running or throwing the ball into the end zone in the same manner as you would score a touchdown. since going for two points is more difficult than kicking an extra point, the offense generally chooses to kick the extra point.\\nfield goal = 3 points\\n\\nif the offense cannot score a touchdown, it may try to kick a field goal. field goals are worth three points and often are the deciding plays in the last seconds of close games. they can be attempted from anywhere on the field on any down, but generally are kicked from inside the defense's 45-yard line on fourth down. for a field goal to be \"good\", the placekicker (or field goal kicker) must kick the ball through the goal-post uprights and over the crossbar. the defense tries to block the kick and stop the ball from reaching the goal post.\\nsafety = 2 points\\n\\nthe safety is worth two points. a safety occurs when the offensive ball carrier is tackled behind his own goal line.\\nturnovers\\n\\nwhile trying to advance the football to the end zone, the offense may accidentally turn the ball over to the defense in one of two ways:\\nthe fumble\\n\\nwhen the ball carrier or passer drops the ball, that's a fumble. any player on the field can recover the ball by diving on it or he can run with it. the team that recovers a fumble either gets-or retains-possession of the ball.\\nthe interception\\n\\nan aggressive defense can regain possession of the ball by catching (intercepting) passes meant for players on the other team. both fumble recoveries and interceptions can be run back into the end zone for touchdowns.\\nthe two sides of the ball\\nthe offense\\n\\nwhichever team has possession of the ball is the offense. while only the quarterback, the wide receivers and tight ends, and the running backs can legally handle the ball, it is the quarterback who is the leader of the team and the playmaker. in fact, he's a man of many talents - he not only throws the ball, he outlines each play to his team.\\nthe offensive players\\n\\n the quarterback (\"qb\") passes or hands off the ball.\\n the center snaps the ball to the qb and blocks the defense.\\n 2 guards and 2 tackles keep the defense at bay.\\n 2/4 wide receivers catch the ball thrown by the qb.\\n 1 or 2 running backs take the ball and run with it.\\n 1 or 2 tight ends block the defense and can also catches passes.\\n\\nthe defense\\n\\nthe job of the defense is to stop the offense. the 11 men on the defensive team all work together to keep the offense from advancing toward the defense's end zone.\\nthe defensive players\\n\\n linebackers defend against the pass, and push forward to stop the run or tackle the qb.\\n the defensive line (ends and tackles) battles head-to-head against the offensive line.\\n cornerbacks and safeties defend against the pass from the qb to the wide receiver and help to stop the run.\\n\\n ... 3.864789e-20 \n", "2232 i used timothy mcveigh because it was the most horrific example, and probably the only one your mensa candidate brain was capable of remembering. although it seems like you missed my point, probably on purpose, here are many more examples.\\n\\n* [ man yells, \"make america great again!\" before shooting 6 people dead.](http://www.dailymail.co.uk/news/article-3521583/uber-driver-repeated-trump-s-make-america-great-slogan-shooting-dead-six-people-kalamazoo.html)\\n\\n* [man wearing, \"make america great again\" hat murders 2 strangers for no reason.](http://www.dailymail.co.uk/news/article-3748428/cannibal-killer-austin-harrouff-19-wearing-make-america-great-trump-hat-stormed-murdered-random-couple.html)\\n\\n* [a trump supporter murders 2 police officers because they told him he couldn't wave a confederate flag at a high school football game.](http://www.dailymail.co.uk/news/article-3902902/iowa-cop-killer-scott-michael-greene-proud-donald-trump-supporter.html)\\n\\n* [two men beat a homeless man with a metal bar and urinate on him screaming, “donald trump was right, all these illegals need to be deported,” when asked for a comment about the incident trump defends them saying, \"my supporters are very passionate. they love this country and they want this country to be great again.\"](https://www.washingtonpost.com/news/morning-mix/wp/2015/08/21/trump-says-fans-are-very-passionate-after-hearing-one-of-them-allegedly-assaulted-hispanic-man/?utm_term=.f82959c8c076)\\n\\n* [trump supporter attacks a hispanic man and a muslim student at a gas station while yelling, \"trump! trump! trump!\"](https://www.washingtonpost.com/news/morning-mix/wp/2016/03/14/trump-trump-trump-yells-attacker-as-he-beats-hispanic-man-muslim-student/?utm_term=.baf319b8bc11)\\n\\n* [trump supporter stabs a black man unprovoked because he was holding hands with a white woman, tells police they need to release him so he can attend a trump rally that night.](http://www.skyvalleychronicle.com/breaking-news/black-man-stabbed-in-olympia-in-what-police-say-may-be-racially-motivated-hate-crime-2584308) \\n\\n* [trump supporter attacks muslim woman at airport.](http://time.com/4651432/trump-muslim-woman-jfk-airport/) \\n\\n* [a trump supporter punches a 70 year old protester in the face.](http://nymag.com/daily/intelligencer/2016/09/69-year-old-woman-punched-in-the-face-at-trump-rally.html)\\n\\n* [trump supporter arrested for brutally beating protester.](http://gawker.com/trump-supporter-charged-with-assault-after-beating-prot-1766090832)\\n\\n* [3 trump supporters arrested planning terrorist attack to kill muslims.](http://www.huffingtonpost.com/entry/militia-terror-plot-fbi-kansas_us_58014995e4b0162c043c1e90)\\n\\n* [trump supporter confuses an indian man for a muslim at restaurant and says, \"things are different now, i don't want you sand n*ggers sitting next to me.\" before attacking the man.](http://www.rawstory.com/2016/11/drunken-pittsburgh-man-sucker-punches-oblivious-indian-man-he-mistook-for-sand-nr/)\\n\\n* [\"we got a new president you fucking f*ggots.\" men yell as they attack gay man.](http://www.independent.co.uk/news/world/americas/us-elections/donald-trump-president-hate-crime-gay-man-attacked-homophobic-chris-ball-calgary-santa-monica-a7411116.html)\\n\\n* [trump supporters track down and brutally beat an artist because she made a painting of trump with a small penis.](http://www.nbclosangeles.com/news/local/trump-artist-punched-face-nude-painting-los-angeles-378062381.html?_osource=nbcnews_twitter) \\n\\n* [trump supporter who sucker punched protester: “next time, we might have to kill them.”](http://www.insideedition.com/headlines/15177-trump-supporter-who-punched-protester-next-time-we-might-have-to-kill-him)\\n\\n* [trump is asked to comment on his supporters brutally beating a black man, he responds with, “he was obnoxious! maybe he should have been roughed up,” ](https://thinkprogress.org/donald-trump-my-fans-were-right-to-beat-up-black-protester-32639e4da487)\\n\\n* [\"you fucking gorillas and baby monkeys, we voted for trump. trump's building a wall, beaners, and you'll be going back to where you belong.\" man yells at black elementary school children unprovoked before he swerves his car at them attempting to hit them.](http://patch.com/new-york/bed-stuy/bed-stuy-school-kids-harassed-driver-yelling-f-black-lives-they-dont-matter) \\n\\n* [trump supporter assaults woman at rally and then says he wouldn't of done it if trump didn't inspire him to attack her.](http://www.nbcnews.com/news/us-news/trump-supporter-accused-assaulting-woman-campaign-rally-blames-president-n747151)\\n\\n* [trump supporter recognizes famous anti-trump playwright, walks up to him in a restaurant and says, “sieg heil! fuck you, you jew cunts, we’re gonna kill all of you.\" before attacking him.](http://www.vanityfair.com/hollywood/2017/01/jon-robin-baitz-trump-inauguration-assault)\\n\\n* [trump supporters beat black man so badly he’s hospitalized for concussion and call him the n-word.](http://www.thedailybeast.com/articles/2015/11/24/black-protestor-beaten-at-trump-rally-ready-to-sue-for-hate-crime.html)\\n\\n* [trump supporter pepper sprays a 15-year-old girl point-blank in the face after another trump supporter groped her breasts, shouting “n*gger lover” as she attempted to run away.](https://www.washingtonpost.com/news/morning-mix/wp/2016/03/30/after-alleged-groping-teen-trump-protester-pepper-sprayed-by-trump-supporter-outside-wisc-rally/) \\n\\n* [trump supporter walks up to a black man in the middle of a downtown area and says, \"donald trump will deport you.\" before punching the black man.](http://bangordailynews.com/2016/11/21/news/bangor/council-members-denounce-alleged-pro-trump-attack-as-hate-crime/)\\n\\n* [“trump is going to win and if you don’t like it i’m going to beat your ass,” trump supporter yells at random black woman outside of convenient store.](http://talkingpointsmemo.com/livewire/todd-warnken-arrested-threatening-black-woman-trump?utm_content=buffer7f991&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer)\\n\\n* [man attacks and kicks muslim airport employee shouting, \"trump is here now, he will get rid of all of you.\"](http://www.nbcnewyork.com/news/local/muslim-employee-hijab-delta-sky-lounge-kicked-harassed-flyer-shouts-trump-is-here-now-411924555.html)\\n\\n* [in 8 months trump supporters attacked protesters at 20 different rallies.](http://www.slate.com/blogs/the_slatest/2016/03/02/a_list_of_violent_incidents_at_donald_trump_rallies_and_events.html)\\n\\n* [trump supporter tracks down a local latino democratic political candidate and tries to run him and his elderly mother over with a car. (the latino candidate is also a former marine.)](http://www.mediaite.com/online/trump-supporter-allegedly-tries-to-run-over-latino-dem-candidate-whos-also-a-retired-marine/)\\n\\n* [\"this is for donald trump!\" man yells as he runs up a latino person and punches them in the head.](http://www.rawstory.com/2016/11/this-is-for-donald-trump-white-man-repeatedly-punches-hispanic-worker-in-the-back-of-the-head/)\\n\\n* [trump supporter goes to hillary clinton rally to disrupt the event, ends up punching someone when asked to leave.](http://www.nydailynews.com/news/politics/trump-supporter-arrested-punching-person-clinton-event-article-1.2842182)\\n\\n* [trump supporter punches, chokes and slaps protesters on video during rally.](http://www.businessinsider.com/man-punched-and-choked-protesters-at-north-carolina-trump-rally-2016-9)\\n\\n* [an angry mob of trump supporters brutally beat and grab a mans genitals because he held up a, \"republicans against trump\" sign.](http://globalnews.ca/news/3049756/man-beaten-at-donald-trump-rally-for-holding-republicans-against-trump-sign/)\\n\\n* [a trump supporter yells, \"get your black kids out of here. do you even have a job? do you know what a job is, n*gger?\" before physically attacking a black man who had come to the hospital to get help for his sick 2 week old daughter.](https://thinkprogress.org/black-family-says-white-hospital-volunteer-assaulted-them-used-the-n-word-and-invoked-donald-trump-3b175dde48a5#.teurfz7ja)\\n\\n* [local republican politician sexually assaults a woman by, \"grabbing her pussy.\" and then says he is allowed to do it because now that trump is president he doesn't have to be politically correct.](http://www.independent.co.uk/news/christopher-von-keyserling-republican-grab-woman-genitals-groin-pussy-greenwich-connecticut-town-a7530856.html)\\n\\n* [canadian man who was a vocal trump supporter both online and in person goes into a mosque and murders 6 people.](https://theintercept.com/2017/01/30/suspect-in-quebec-mosque-attack-quickly-depicted-as-a-moroccan-muslim-hes-a-white-nationalist/)\\n\\n* [trump supporter physically assaults comedian on stage for making anti-trump joke.](https://www.youtube.com/watch?v=odyhdbwduns)\\n\\n* [man yells, \"trump\" while beating african immigrant cab driver.](http://fox17online.com/2016/11/17/police-investigating-assault-on-cab-driver-ethnic-intimidation/)\\n\\n* [a trump supporter is arrested for burning a mosque down.](http://www.nydailynews.com/news/national/florida-man-faces-hate-crime-charge-mateen-mosque-arson-article-1.2792764)\\n\\n* [a trump supporter sees a car has pro-gay bumper stickers on it and then follows the car, waiting for the 75 year old driver to get out before brutally attacking him while screaming, \"my new president says we can kill all you f*ggots now.\"](http://www.abcactionnews.com/news/sarasota-man-says-he-was-attacked-for-being-gay)\\n\\n* [a trump supporter is arrested after brutally attacking gay men outside a mcdonald’s. witnesses describe the aftermath as, \"there was blood everywhere.\"](http://www.rawstory.com/2016/11/there-was-blood-everywhere-trump-supporter-arrested-after-attacking-gay-men-at-sydney-mcdonalds/)\\n\\n* [a muslim refugee gay rights activist is kidnapped and raped by two men in retaliation for, \"trump being mocked.\"](http://www.independent.co.uk/news/world/europe/lgbt-activist-kidnapped-raped-man-france-donald-trump-mocked-anger-a7627001.html)\\n\\nenjoy. ... 1.054936e-15 \n", "2554 not going to bother with your bullshit, so here you go. plenty of information on just about everything. enjoy kid.\\n\\n-------------------\\n\\npromises made and kept so far:\\n\\n\\n[campaign promise 1] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-adds-to-list-of-potential-supreme-court-justice-picks): to replace antonin scalia with a like-minded justice from a list of 20\\n\\n- trump replaced antonin scalia with [neil gorsuch] (http://www.nbcnews.com/politics/supreme-court/neil-gorsuch-sworn-supreme-court-justice-n744606), an incredibly qualified and constitution-abiding justice\\n\\n**[campaign promise 2] (http://www.cnbc.com/2016/06/13/trump-if-elected-ill-ban-immigration-from-areas-with-terrorism-ties.html): to suspend immigration from terror-prone countries**\\n\\n- trump has attempted to enact a [travel ban] (https://www.whitehouse.gov/the-press-office/2017/03/06/executive-order-protecting-nation-foreign-terrorist-entry-united-states) that is [100% constitutional] (https://www.law.cornell.edu/uscode/text/8/1182) and is made from the seven (six, now) [\"countries of concern\"] (https://www.dhs.gov/news/2016/02/18/dhs-announces-further-travel-restrictions-visa-waiver-program) outlined by the hussein administration. this has been blocked by an extremely [liberal hawaiian judge] (https://en.wikipedia.org/wiki/derrick_watson) who was appointed by obama. (the blocking of this travel ban might piss me off more than anything that has happened during his presidency, because judges should be blind to politics, but that is proving to be false.) hopefully this will go to the supreme court and be overturned quickly.\\n\\n[campaign promise 3] (http://www.businessinsider.com/donald-trump-sanctuary-cities-2015-10): to defund and crack down on sanctuary cities\\n\\n- trump has implemented a [yuge crackdown] (http://www.foxnews.com/politics/2017/03/27/sessions-takes-aim-at-dangerous-sanctuary-cities-warns-on-funding.html) on sanctuary cities, threatening to defund them\\n\\n[campaign promise 4] (http://www.marketwatch.com/story/trump-says-hed-approve-keystone-pipeline-but-demands-profits-for-us-2016-05-26): to revive the keystone pipeline and [dakota access pipeline] (https://www.bloomberg.com/politics/articles/2016-09-22/trump-vows-to-speed-energy-projects-as-obama-halts-pipeline)\\n\\n- the revival of [the dakota and keystone xl pipelines] (http://www.npr.org/2017/01/24/511402501/trump-to-give-green-light-to-keystone-dakota-access-pipelines) creating american jobs\\n\\n[campaign promise 5] (http://www.washingtontimes.com/news/2016/jun/28/donald-trump-vows-to-cancel-trans-pacific-partners/): to pull the us out of the tpp, an obama-era trade deal detrimental to the us\\n\\n- trump pulled us out of the [tpp] (https://www.nytimes.com/2017/01/23/us/politics/tpp-trump-trade-nafta.html) which would have been absolutely disastrous for the us\\n\\n[campaign promise 6] (https://www.washingtonpost.com/news/post-politics/wp/2015/08/09/donald-trump-i-cherish-women/?utm_term=.63f0e6ac9731): donald trump loves women and wants to help women!\\n\\n- trump has signed an [executive order] (https://www.cnet.com/news/trump-women-in-stem-tech-laws/) promoting women in stem jobs (careers real feminists strive for, not \"dance therapy\" feminists)\\n\\n- trump has [launched a council] (https://www.whitehouse.gov/blog/2017/02/14/establishment-canada-united-states-council-advancement-women-entrepreneurs) empowering female leaders and female entrepreneurs\\n\\n[campaign promise 7] (http://www.reuters.com/article/us-usa-election-iduskcn0ze0z0): to renegotiate, or pull out of bill clinton's terrible trade deal, nafta\\n\\n- trump met with justin trudeau (what a joke) to discuss the [tweaking of nafta] (http://www.npr.org/2017/02/13/515035705/after-meeting-canadian-prime-minister-trump-talks-of-tweaking-nafta) to benefit the us more, after he threatens to leave it\\n\\n[campaign promise 8] (http://www.bbc.com/news/election-us-2016-37582318): to undo ridiculous obama-era federal agency regulations\\n\\n- trump ordered a [two-for-one repeal] (https://www.usatoday.com/story/news/politics/2017/01/30/trump-orders-two--one-repeal-all-new-regulations/97237870/) for all new regulations enacted by federal agencies\\n\\n[campaign promise 9] (http://money.cnn.com/2016/09/23/news/economy/donald-trump-regulation/): to rollback obama-era regulations on small businesses\\n\\n- trump has [rolled back] (http://www.cnn.com/2017/03/27/politics/donald-trump-sign-regulation-obama-roll-backs/) ridiculous obama-era regulations that have made it nearly impossible for small businesses to hire employees\\n\\n[campaign promise 10] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-announces-a-plan-for-urban-renewal1): to help america's inner-cities deeply in need of rebuilding\\n\\n- trump has signed an [executive order] (http://www.pbs.org/newshour/rundown/trump-signs-executive-order-black-colleges/) to give major funding to \"historically black colleges and universities,\" helping out inner-cities immensely\\n**\\n[campaign promise 11] (https://www.washingtonpost.com/news/post-politics/wp/2016/08/03/trump-once-im-president-police-officers-will-no-longer-be-shot-on-the-job/?utm_term=.8186bd9cde71): to protect our policemen, the true everyday heroes**\\n\\n- trump signed an [executive order] (http://insider.foxnews.com/2017/02/09/police-chief-james-craig-trump-executive-order-protect-law-enforcement) protecting our police\\n\\n**[campaign promise 12] (http://www.washingtontimes.com/news/2016/mar/22/donald-trump-chasing-illegal-immigrants-back-into-/): to crackdown on illegal immigration and to [build a wall] (http://www.foxnews.com/politics/2016/09/01/trump-doubles-down-on-impenetrable-physical-wall-during-immigration-speech.html)**\\n\\n- trump has implemented a [yuge crackdown] (https://www.whitehouse.gov/the-press-office/2017/01/25/executive-order-border-security-and-immigration-enforcement-improvements) on illegal immigration and he has started the [wall initiative] (http://www.sandiegouniontribune.com/business/economy/sd-fi-border-wal-20170404-story.html)\\n\\n**[campaign promise 13] (http://www.cnn.com/2016/09/06/politics/donald-trump-defense-spending-sequester/): to bolster our depleted military**\\n\\n- trump has increased our [military budget] (https://www.nytimes.com/2017/02/27/us/politics/trump-budget-military.html) because we don't want to use our military, but want to be prepared to use it\\n\\n[campaign promise 14] (https://www.washingtonpost.com/news/powerpost/wp/2016/10/17/trump-proposes-five-year-ban-on-executive-branch-officials-and-lawmakers-who-want-to-become-lobbyists/?utm_term=.fd0ef2636d4a): to enact a five year lobbying ban on government officials after they leave office\\n\\n- trump has placed a [five year and lifetime lobbying ban] (http://www.nbcnews.com/news/us-news/trump-sets-5-year-lifetime-lobbying-ban-officials-n713631) on government officials for when they leave office\\n\\n**[campaign promise 15] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-addresses-the-drug-epidemic-in-the-united-states): to crackdown on drug cartels and illegal drugs crossing the border**\\n\\n- trump signed an [executive order] (https://www.whitehouse.gov/the-press-office/2017/02/09/presidential-executive-order-enforcing-federal-law-respect-transnational) cracking down on drug cartels\\n\\n[campaign promise 16] (http://time.com/4447586/trump-coal-industry-energy/): to revitalize the dying coal industry in the us\\n\\n- trump has enacted [joint resolution 38] (https://www.congress.gov/bill/115th-congress/house-joint-resolution/38/all-info) putting thousands of coal miners back to work\\n\\n[campaign promise 17] (http://www.pbs.org/newshour/making-sense/trump-says-hell-bring-jobs-back-to-america-economists-are-skeptical/): to create american jobs and bring companies back to america\\n\\n- trump negotiated a [deal with carrier] (http://fortune.com/2016/12/13/trumps-carrier-deal/) promising to bring manufacturing and jobs back to the us.\\n\\n- trump has met with [ceos from huge companies] (http://fortune.com/2017/02/23/donald-trump-jobs-america-ceos/) to work on bringing jobs back to america\\n\\n- there was an increase of [298,000 jobs] (http://www.cnbc.com/2017/03/08/private-sector-jobs-february-2017-adp.html) in february alone (liberals will say that counts in obama's fiscal year, but we know the truth)\\n\\n- trump met with intel ceo who promised [$7 billion investment] (http://money.cnn.com/2017/02/08/technology/intel-trump-jobs/) and over 3,000 high paying (not \"shovel ready\" bullshit jobs) in america\\n\\n- trump met with the ceo of softbank who has promised 50,000 more american jobs and has already fulfilled [3,000 of those jobs] (https://www.bloomberg.com/news/articles/2016-12-19/first-softbank-u-s-investment-after-trump-talk-spurs-3-000-jobs)\\n\\n- kroger has promised over [10,000 new jobs] (https://www.usatoday.com/story/money/nation-now/2017/01/23/kroger-supermarket-hiring/96947446/) in the era of trump\\n\\n- the month of march yielded [263,000 new jobs] (http://www.cnbc.com/2017/04/05/private-payrolls-grew-263k-in-march-vs--185k-est-:-adp.html), which passes the month's estimated 185,000 big league\\n\\n[campaign promise 18] (http://www.cnn.com/2016/07/27/politics/donald-trump-nato-allies/): pushing nato allies to pay their fair share or face the reality of the us possibly leaving\\n\\n- trump has put major pressure on the members of nato to [pay their fair and equal share] (http://www.politico.com/story/2017/02/donald-trump-congress-speech-nato-235543) because there are only a handful of countries in nato who currently pay as much as agreed upon ... 3.880385e-14 \n", "2556 promises made and kept so far:\\n\\n\\n[campaign promise 1] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-adds-to-list-of-potential-supreme-court-justice-picks): to replace antonin scalia with a like-minded justice from a list of 20\\n\\n- trump replaced antonin scalia with [neil gorsuch] (http://www.nbcnews.com/politics/supreme-court/neil-gorsuch-sworn-supreme-court-justice-n744606), an incredibly qualified and constitution-abiding justice\\n\\n[campaign promise 2] (http://www.cnbc.com/2016/06/13/trump-if-elected-ill-ban-immigration-from-areas-with-terrorism-ties.html): to suspend immigration from terror-prone countries\\n\\n- trump has attempted to enact a [travel ban] (https://www.whitehouse.gov/the-press-office/2017/03/06/executive-order-protecting-nation-foreign-terrorist-entry-united-states) that is [100% constitutional] (https://www.law.cornell.edu/uscode/text/8/1182) and is made from the seven (six, now) [\"countries of concern\"] (https://www.dhs.gov/news/2016/02/18/dhs-announces-further-travel-restrictions-visa-waiver-program) outlined by the hussein administration. this has been blocked by an extremely [liberal hawaiian judge] (https://en.wikipedia.org/wiki/derrick_watson) who was appointed by obama. (the blocking of this travel ban might piss me off more than anything that has happened during his presidency, because judges should be blind to politics, but that is proving to be false.) hopefully this will go to the supreme court and be overturned quickly.\\n\\n[campaign promise 3] (http://www.businessinsider.com/donald-trump-sanctuary-cities-2015-10): to defund and crack down on sanctuary cities\\n\\n- trump has implemented a [yuge crackdown] (http://www.foxnews.com/politics/2017/03/27/sessions-takes-aim-at-dangerous-sanctuary-cities-warns-on-funding.html) on sanctuary cities, threatening to defund them\\n\\n[campaign promise 4] (http://www.marketwatch.com/story/trump-says-hed-approve-keystone-pipeline-but-demands-profits-for-us-2016-05-26): to revive the keystone pipeline and [dakota access pipeline] (https://www.bloomberg.com/politics/articles/2016-09-22/trump-vows-to-speed-energy-projects-as-obama-halts-pipeline)\\n\\n- the revival of [the dakota and keystone xl pipelines] (http://www.npr.org/2017/01/24/511402501/trump-to-give-green-light-to-keystone-dakota-access-pipelines) creating american jobs\\n\\n[campaign promise 5] (http://www.washingtontimes.com/news/2016/jun/28/donald-trump-vows-to-cancel-trans-pacific-partners/): to pull the us out of the tpp, an obama-era trade deal detrimental to the us\\n\\n- trump pulled us out of the [tpp] (https://www.nytimes.com/2017/01/23/us/politics/tpp-trump-trade-nafta.html) which would have been absolutely disastrous for the us\\n\\n[campaign promise 6] (https://www.washingtonpost.com/news/post-politics/wp/2015/08/09/donald-trump-i-cherish-women/?utm_term=.63f0e6ac9731): donald trump loves women and wants to help women!\\n\\n- trump has signed an [executive order] (https://www.cnet.com/news/trump-women-in-stem-tech-laws/) promoting women in stem jobs (careers real feminists strive for, not \"dance therapy\" feminists)\\n\\n- trump has [launched a council] (https://www.whitehouse.gov/blog/2017/02/14/establishment-canada-united-states-council-advancement-women-entrepreneurs) empowering female leaders and female entrepreneurs\\n\\n[campaign promise 7] (http://www.reuters.com/article/us-usa-election-iduskcn0ze0z0): to renegotiate, or pull out of bill clinton's terrible trade deal, nafta\\n\\n- trump met with justin trudeau (what a joke) to discuss the [tweaking of nafta] (http://www.npr.org/2017/02/13/515035705/after-meeting-canadian-prime-minister-trump-talks-of-tweaking-nafta) to benefit the us more, after he threatens to leave it\\n\\n[campaign promise 8] (http://www.bbc.com/news/election-us-2016-37582318): to undo ridiculous obama-era federal agency regulations\\n\\n- trump ordered a [two-for-one repeal] (https://www.usatoday.com/story/news/politics/2017/01/30/trump-orders-two--one-repeal-all-new-regulations/97237870/) for all new regulations enacted by federal agencies\\n\\n[campaign promise 9] (http://money.cnn.com/2016/09/23/news/economy/donald-trump-regulation/): to rollback obama-era regulations on small businesses\\n\\n- trump has [rolled back] (http://www.cnn.com/2017/03/27/politics/donald-trump-sign-regulation-obama-roll-backs/) ridiculous obama-era regulations that have made it nearly impossible for small businesses to hire employees\\n\\n[campaign promise 10] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-announces-a-plan-for-urban-renewal1): to help america's inner-cities deeply in need of rebuilding\\n\\n- trump has signed an [executive order] (http://www.pbs.org/newshour/rundown/trump-signs-executive-order-black-colleges/) to give major funding to \"historically black colleges and universities,\" helping out inner-cities immensely\\n\\n[campaign promise 11] (https://www.washingtonpost.com/news/post-politics/wp/2016/08/03/trump-once-im-president-police-officers-will-no-longer-be-shot-on-the-job/?utm_term=.8186bd9cde71): to protect our policemen, the true everyday heroes\\n\\n- trump signed an [executive order] (http://insider.foxnews.com/2017/02/09/police-chief-james-craig-trump-executive-order-protect-law-enforcement) protecting our police\\n\\n[campaign promise 12] (http://www.washingtontimes.com/news/2016/mar/22/donald-trump-chasing-illegal-immigrants-back-into-/): to crackdown on illegal immigration and to [build a wall] (http://www.foxnews.com/politics/2016/09/01/trump-doubles-down-on-impenetrable-physical-wall-during-immigration-speech.html)\\n\\n- trump has implemented a [yuge crackdown] (https://www.whitehouse.gov/the-press-office/2017/01/25/executive-order-border-security-and-immigration-enforcement-improvements) on illegal immigration and he has started the [wall initiative] (http://www.sandiegouniontribune.com/business/economy/sd-fi-border-wal-20170404-story.html)\\n\\n[campaign promise 13] (http://www.cnn.com/2016/09/06/politics/donald-trump-defense-spending-sequester/): to bolster our depleted military\\n\\n- trump has increased our [military budget] (https://www.nytimes.com/2017/02/27/us/politics/trump-budget-military.html) because we don't want to use our military, but want to be prepared to use it\\n\\n[campaign promise 14] (https://www.washingtonpost.com/news/powerpost/wp/2016/10/17/trump-proposes-five-year-ban-on-executive-branch-officials-and-lawmakers-who-want-to-become-lobbyists/?utm_term=.fd0ef2636d4a): to enact a five year lobbying ban on government officials after they leave office\\n\\n- trump has placed a [five year and lifetime lobbying ban] (http://www.nbcnews.com/news/us-news/trump-sets-5-year-lifetime-lobbying-ban-officials-n713631) on government officials for when they leave office\\n\\n[campaign promise 15] (https://www.donaldjtrump.com/press-releases/donald-j.-trump-addresses-the-drug-epidemic-in-the-united-states): to crackdown on drug cartels and illegal drugs crossing the border\\n\\n- trump signed an [executive order] (https://www.whitehouse.gov/the-press-office/2017/02/09/presidential-executive-order-enforcing-federal-law-respect-transnational) cracking down on drug cartels\\n\\n[campaign promise 16] (http://time.com/4447586/trump-coal-industry-energy/): to revitalize the dying coal industry in the us\\n\\n- trump has enacted [joint resolution 38] (https://www.congress.gov/bill/115th-congress/house-joint-resolution/38/all-info) putting thousands of coal miners back to work\\n\\n[campaign promise 17] (http://www.pbs.org/newshour/making-sense/trump-says-hell-bring-jobs-back-to-america-economists-are-skeptical/): to create american jobs and bring companies back to america\\n\\n- trump negotiated a [deal with carrier] (http://fortune.com/2016/12/13/trumps-carrier-deal/) promising to bring manufacturing and jobs back to the us.\\n\\n- trump has met with [ceos from huge companies] (http://fortune.com/2017/02/23/donald-trump-jobs-america-ceos/) to work on bringing jobs back to america\\n\\n- there was an increase of [298,000 jobs] (http://www.cnbc.com/2017/03/08/private-sector-jobs-february-2017-adp.html) in february alone (liberals will say that counts in obama's fiscal year, but we know the truth)\\n\\n- trump met with intel ceo who promised [$7 billion investment] (http://money.cnn.com/2017/02/08/technology/intel-trump-jobs/) and over 3,000 high paying (not \"shovel ready\" bullshit jobs) in america\\n\\n- trump met with the ceo of softbank who has promised 50,000 more american jobs and has already fulfilled [3,000 of those jobs] (https://www.bloomberg.com/news/articles/2016-12-19/first-softbank-u-s-investment-after-trump-talk-spurs-3-000-jobs)\\n\\n- kroger has promised over [10,000 new jobs] (https://www.usatoday.com/story/money/nation-now/2017/01/23/kroger-supermarket-hiring/96947446/) in the era of trump\\n\\n- the month of march yielded [263,000 new jobs] (http://www.cnbc.com/2017/04/05/private-payrolls-grew-263k-in-march-vs--185k-est-:-adp.html), which passes the month's estimated 185,000 big league\\n\\n[campaign promise 18] (http://www.cnn.com/2016/07/27/politics/donald-trump-nato-allies/): pushing nato allies to pay their fair share or face the reality of the us possibly leaving\\n\\n- trump has put major pressure on the members of nato to [pay their fair and equal share] (http://www.politico.com/story/2017/02/donald-trump-congress-speech-nato-235543) because there are only a handful of countries in nato who currently pay as much as agreed upon ... 5.753732e-14 \n", "2230 already -17. how much more liberal cuckery are you going to spam? slate, might as well link buzzfeed or huffpo. by god, you are so fucking lazy to put extremists that total maybe 3000 in global population as representative of anyone right of stalin. i'm done with you. \\n\\nedit: nice ninja edit after i called out your laziness yet again. here, i can copy paste events too. this doesn't even include the riots of antifa. \\n\\n**june 2016:**\\n\\n– protesters jumped on cars, stole hats, fought with and threw eggs at trump supporters outside a trump rally in downtown san jose, calif. trump supporters [sued san jose](https://www.washingtonpost.com/news/morning-mix/wp/2016/06/03/ugly-bloody-scenes-in-san-jose-as-protesters-attack-trump-supporters-outside-rally/?utm_term=.56c5bae3a86d) over the violence.\\n\\n**july 2016:**\\n\\n-a hillary clinton supporter lights a flag on fire and [attacks a trump supporter](http://pittsburgh.cbslocal.com/2016/07/31/police-clinton-supporter-lights-flag-on-fire-attacks-trump-supporter/) in pittsburgh.\\n\\n**august 2016:**\\n\\n-anti-trump protesters attacked pushed, spit on and verbally harassed attendees forced to walk a “gauntlet” as they left a trump fundraiser in minneapolis, minn., and beat an [elderly man](https://twitter.com/reneejon/status/766851862876135424?ref_src=twsrc%5etfw&ref_url=http%3a%2f%2fwww.breitbart.com%2fbig-government%2f2016%2f08%2f20%2fleftist-activists-crash-trump-fundraiser-attack-motorcade-assault-trump-supporters-in-violent-gauntlet%2f). protesters also [attacked](https://twitter.com/emmasapong/status/766842669733597184/video/1) trump’s motorcade.\\n\\n–[a tennessee man was assaulted](http://dailycaller.com/2016/08/18/tennessee-man-attacked-at-garage-sale-for-being-trump-supporter/) at a garage sale for being a trump supporter.\\n\\n-a trump supporter in new jersey was [attacked with a crowbar](http://nj1015.com/trump-supporter-in-nj-attacked-with-crowbar-on-street-police-say/) on the street.\\n\\n**september 2016:**\\n\\n-protesters in el cajon, calif., [chased and beat up](http://heavy.com/news/2016/09/el-cajon-protesters-donald-trump-supporter-beaten-beat-attacked-chased-video-bottles-colin-kaepernick-you-tube-periscope/) a trump supporter.\\n\\n**october 2016:**\\n\\n-a [gop office](http://www.cnn.com/2016/10/16/politics/north-carolina-gop-office-vandalized/index.html) in north carolina was firebombed and spray painted with “nazi republicans get out of town or else.”\\n\\n**november 2016:**\\n\\n-a high school student was attacked after she wrote that she supported trump on social media. the perpetrator [ripped her glasses off and punched her in the face](http://www.ktvu.com/news/216760384-story).\\n\\n-the president of cornell university’s college republicans was [assaulted](http://dailycaller.com/2017/06/14/shooting-at-gop-baseball-practice-latest-in-pattern-of-violence-against-republicans/) the night after trump won the election.\\n\\n-students protesting trump [punched and kicked](http://dailycaller.com/2017/06/14/shooting-at-gop-baseball-practice-latest-in-pattern-of-violence-against-republicans/) a maryland high school student wearing a make america great again hat.\\n\\n-a high school student was arrested in florida after he [punched a classmate](http://www.clickorlando.com/news/donald-trump-sign-leads-to-violence-at-brevard-high-school) for carrying a trump sign at school.\\n\\n-a group of black men in [chicago](https://www.youtube.com/watch?v=djx3t9iec1a) attacked a white man while raging against trump.\\n\\n-maryland high school students [punched a student](https://www.washingtonpost.com/local/education/student-wearing-trump-hat-arguing-with-protesters-is-punched-kicked-to-ground/2016/11/16/cb9d909e-ac14-11e6-8b45-f8e493f06fcd_story.html?postshare=1951479319905654&tid=ss_tw&utm_term=.0b8bf021b58b) who was demonstrating in support of trump, and then kicked him repeatedly while he was on the ground.\\n\\n-“you support trump. you hate mexicans,” a california high school student yelled at a trump supporter, before [viciously beating the girl](http://www.ktvu.com/news/216760384-story).\\n\\n-an anti-bullying ambassador [was arrested](http://www.dailymail.co.uk/news/article-3927716/female-anti-bullying-ambassador-23-arrested-trump-tower-protest-pushing-man-74-ground-fight-new-president-elect.html) for shoving a 74-year-old man to the ground in a fight outside trump tower where people upset over his win had gathered. the woman tied to black lives matter caused the man to hit his head on the sidewalk.\\n\\n-a texas elementary school student was [beaten](http://dailycaller.com/2016/11/17/heres-a-list-of-completely-substantiated-and-underreported-attacks-on-trump-supporters/) by his classmates for voting for trump in a mock election.\\n\\n-two men [punched and kicked](http://www.nbcconnecticut.com/news/local/2-men-attack-trump-supporter-in-meriden-police-400947415.html) a connecticut man who was standing with an american flag and a trump sign.\\n\\n**december 2016:**\\n\\n-a trump supporter was [beaten and dragged by a car](http://www.dailywire.com/news/11765/watch-trump-supporter-beaten-dragged-car-frank-camp).\\n\\n**january 2017:**\\n\\n-a trump supporter was [knocked unconscious](https://www.thesun.co.uk/news/2746341/shocking-moment-donald-trump-supporter-is-knocked-unconscious-and-taunted-by-muslim-ban-protesters-at-portland-airport/) after airport protesters repeatedly beat him on the head.\\n\\n-a trump supporter was attacked [after putting out a fire](https://www.thesun.co.uk/news/2692308/donald-trump-supporter-beaten-up-inauguration-protest/) started by anti-trump protesters.\\n\\n-when trump protesters [encountered a driver](http://www.oregonlive.com/pacific-northwest-news/index.ssf/2017/01/protesters_block_streets_attac.html) with a pro-trump flag on his car, they surrounded the vehicle, ripped off and began burning the flag, and pounded the car. they also punctured the tires.\\n\\n**february 2017:**\\n\\n-california gop rep. tom mcclintock had to be [escorted to his car](http://www.sacbee.com/news/politics-government/capitol-alert/article134293454.html) after a town hall because of angry protesters. the tires of at least four vehicles were slashed.\\n\\n-protestors knocked a 71-year-old female staffer for california gop rep. dana rohrabacher [unconscious](http://losangeles.cbslocal.com/2017/02/15/rohrabacher-staffer-71-knocked-unconscious-by-group-delivering-valentines-day-cards/) during a protest outside the representative’s office.\\n\\n-milo yiannopoulos speech at the university of california-berkeley was cancelled after rioters [set the campus on fire](http://dailycaller.com/2017/02/01/inferno-milo-speech-cancelled-after-rioters-set-campus-ablaze/) and threw rocks through windows. milo tweeted that one of his supporters wearing a trump hat was thrown to the ground and kicked.\\n\\n**march 2017:**\\n\\n-masked protesters at middlebury college [rushed](https://www.nytimes.com/2017/05/24/us/middlebury-college-charles-murray-bell-curve.html?_r=0&mtrref=undefined&gwh=c343aae3e0a357befc8167a2621b4990&gwt=pay) aei scholar and political scientist charles murray and professor allison stranger, pushing and shoving murray and grabbing stranger by her hair and twisting her neck as they were leaving a campus building. stranger suffered a concussion. protesters then surrounded the car they got into, rocking it back and forth and jumping on the hood.\\n\\n**april 2017:**\\n\\n-a [parade in portland, ore.,](https://www.washingtonpost.com/news/morning-mix/wp/2017/04/27/portland-rose-parade-canceled-after-antifascists-threaten-gop-marchers/)was canceled after threats of violence were made against a republican organization.\\n\\n-fears of violent protests shut down [ann coulter’s uc berkeley speech](https://www.washingtonpost.com/news/grade-point/wp/2017/04/26/ann-coulter-speech-canceled-at-uc-berkeley-amid-fears-for-safety/). campus police had gathered intel on protesters who were planning to commit violence.\\n\\n**may 2017:**\\n\\n– republican rep. tom garrett, his family and his dog were targeted by a series of [repeated death threats](http://www.politico.com/story/2017/05/10/tom-garrett-death-threats-238210) deemed credible by authorities.\\n\\n-fbi agents arrested a person [for threatening to shoot](http://tucson.com/fbi-arrests-tucson-man-over-threats-to-u-s-rep/article_1d75df18-39ad-11e7-92b0-e3222b817bbb.html) republican rep. martha mcsally over her support for trump.\\n\\n-police in tennessee charged a woman for allegedly trying to [run republican rep. david kustoff off the road](http://wreg.com/2017/05/11/police-woman-followed-then-threatened-congressman-david-kustoff/).\\n\\n-police in north dakota ejected a man after he [became physical](https://www.usnews.com/news/best-states/north-dakota/articles/2017-05-11/2-ejected-when-cramer-town-hall-turns-rowdy-but-no-arrests) with republican rep. kevin cramer at a town hall.\\n\\n-a former berkeley professor [was arrested](http://www.eastbaytimes.com/2017/05/24/berkeley-college-professor-arrested-as-assault-suspect/) after police said they identified him on video beating trump supporters with a u-shaped bike lock, leaving three people with “significant injuries.”\\n\\n**june 2017:**\\n\\n-james hodgkinson opened fire on a [congressional gop baseball practice](http://www.cnbc.com/2017/06/14/multiple-shootings-reported-near-congressional-baseball-game-practice-field-report.html), injuring five, including house majority whip steve scalise.\\n\\n-republican rep. claudia tenney [received an email threat](http://www.nydailynews.com/news/national/216-new-york-rep-threatened-shooting-article-1.3247736) that read, “one down, 216 to go,” shortly after the shooting at the republican congressional baseball practice.\\n\\n-a man [driving a white malibu](http://fox59.com/2017/06/15/several-shots-fired-at-truck-carrying-make-america-great-again-flag-on-i-465/) reportedly fired several shots at a man driving a truck displaying a “make america great again” flag in indiana. ... 3.074294e-10 \n", "47235 **12:47**\\n\\nshots fired, dexter and lural\\n\\ntwo suspects\\n\\nexplosions near at watertower\\n\\n**12:49**\\n\\nhazel and dexter ave\\n\\nmt. auben st.\\n\\nsuspect on foot, white male, white t-shirt sp (suspect)\\n\\nmultiple shots fired\\n\\n**12:51**\\n\\nblack puck-up\\n\\nwatertown\\n\\nexplosives detonated\\n\\nall units adams st\\n\\n**12:53**\\n\\nblack pick-up\\n\\ndown adams from mt. auben\\n\\n\\n**12:54**\\n\\nstolen state suv- no clear info on sp\\n\\n**12:55**\\n\\nfollowing vehicle, in cambridge\\n\\ndapper st.- pulled in driveway\\n\\nwatertown\\n\\n\\n**12:56**\\n\\nmv is cyprus st.- setting up perimeter\\n\\nspruce & lincoln- officer down\\n\\nvehicle in backyard\\n\\n**12:58**\\n\\nadvise- dynamite\\n\\nmt. arburn, heading school street- turn to lincoln\\n\\nspruce & lincoln- officer down\\n\\n**12:59**\\n\\ncall about explosive is unconfirmed (different site)\\n\\n**1:00**\\n\\nnegative- no explosive (different site)\\n\\n**1:01**\\n\\none sp down in wall st- in custody\\n\\none sp lose in yard\\n\\n**1:02**\\n\\nofficer on dexter still down\\n\\ntwo [intelligible] at location\\n\\n**1:03**\\n\\nsp are not confirmed in custody\\n\\npossible sp on spruce\\n\\n**1:04**\\n\\nsecond party in custody\\n\\nperimeter, possible sp\\n\\none sp on ground on mt auben- what male, brown pants, striped shirt\\n\\n**1:05**\\n\\ntwo sps on mt auben- apprehended\\n\\none sp at upland\\n\\n**1:06**\\n\\nall units power down cell\\n\\nsecond person at mt. auben unconfirmed sp\\n\\nsp vehicle at spruce\\n\\n**1:07**\\n\\nmt. auben- sp in custody\\n\\nspruce- sp unconfirmed custody, at gun point on ground\\n\\n**1:08**\\n\\ndod coming to upland\\n\\n**1:09**\\n\\nsp mv on spruce\\n\\nsite of last confirmed explosives\\n\\n**1:11**\\n\\n*scanner off*\\n\\n**1:14**\\n\\n*scanner off*\\n\\n**1:15**\\n\\n*scanner off*\\n\\n**1:18**\\n\\n*scanner off*\\n\\n**1:24**\\n\\n*scanner off* [could not find alt. sources]\\n\\n**1:30**\\n\\n[second source] (http://www.broadcastify.com/listen/feed/6254/web)\\n\\n**1:31**\\n\\nlot of confusion at children's\\n\\n**1:31**\\n\\nmangled vehicles all over south bound\\n\\nno active shooter at children's\\n\\n**1:32**\\n\\nclear streets now, all nonactive clear streets\\n\\n**1:33**\\n\\ngive location of church\\n\\nbigglo (?) ave, church\\n\\nbigglo (?) ave, church\\n\\nvictory and 19\\n\\n**1:34**\\n\\nunknown call abt. church\\n\\nchildren's in lockdown\\n\\n**1:35**\\n\\nsp mv, is it in custody?\\n\\neveryone back to mt. auben\\n\\n**1:36**\\n\\nall back to mt. auben\\n\\nhold perimeter for command\\n\\n**1:37**\\n\\nfitted team to show up at command post\\n\\nno shots fired at emergency- confirmed\\n\\nno shots fired at emergency- confirmed\\n\\ncrime scene at spruce\\n\\n**1:38**\\n\\nsp mv on spruce still running\\n\\nawaiting directions at mt. aubrn\\n\\nsecond sp not in custody\\n\\n**1:39**\\n\\n20 officers to mt. aubrn\\n\\n**1:40**\\n\\nbuilding walk through\\n\\n5083088039\\n\\n**1:41**\\n\\nsecond sp discript. not relayed \\n\\nany unit to bigglo st & watertown\\n\\n**1:42**\\n\\nfor watertown-direct, not through duty officer\\n\\n**1:43**\\n\\ndexter/spruce, officer waiting\\n\\nfight (different location) is cleared up\\n\\nnichols ave is blocked\\n\\n**1:44**\\n\\nmt. auden and dexter, moving officers there\\n\\nunknown mv is occupied [location unknown]\\n\\n**1:45**\\n\\nmv is at lincoln at spruce\\n\\n**1:47**\\n\\neod (?) nichols ave\\n\\nturnpike wide open\\n\\nupland and auburn bls\\n\\nspruce, upper quadrant, search all\\n\\n**1:48**\\n\\ndexter and laural- officers told to stay in car\\n\\n**1:49**\\n\\nall auburn is *mt. auburn*\\n\\nconfirmed\\n\\nconfirmed\\n\\nwatertown sup. on line\\n\\nstand by\\n\\n**1:50**\\n\\nmt. aubrun- code black\\n\\ngood morning\\n\\nchurch on mt. auburn\\n\\nmiddle eastern male, christmas cap (striped)- stand by\\n\\nwaiting \\n\\n**1:51**\\n\\ncompany on 151\\n\\npuck-up (sp mv)\\n\\nofficer walking by school [location]\\n\\n**1:52**\\n\\ndexter- 7-11, oppasiate side\\n\\nroad blocked\\n\\n**1:53**\\n\\nall cars must be stopped\\n\\nofficers now being accounted for\\n\\nofficers going around through upland\\n\\n**1:54**\\n\\ngrage ligth on mt. aubun and dexter\\n\\nhold\\n\\nno searching is currently in aera\\n\\n[unkown] to sweep sp mv (back pick-up)\\n\\nteams clearing out backyards of mt. aubrun\\n\\n**1:55**\\n\\ntired reaching delta, no response\\n\\n**1:56**\\n\\n189, be on stand by\\n\\nunknown device\\n\\nare we clear?\\n\\nconfirmed, bring 'em on\\n\\n**1:57**\\n\\nbpd- call in k-9, moving now\\n\\na lot of off duty on standby\\n\\ncopy that\\n\\ncopy- not on arrival yet\\n\\n**1:58**\\n\\ntroopers setting up at top and bottom of hill\\n\\nk-9 en route\\n\\nbpd en route\\n\\nlincoln in spruce [unintelligible]\\n\\n**1:59**\\n\\nofficers all stay off 7 unless contacting dispatch direct\\n\\n**2:00**\\n\\nspruce being cleared house by house\\n\\n536 redeployed, nichols/dexter second mv\\n\\neta 1 min\\n\\n**2:01**\\n\\nwallow and dexter [unknown]\\n\\nfair filed/dexter checking in\\n\\n**2:02**\\n\\nhelicopter to light up black suv sp mv\\n\\non spruce\\n\\n**2:03**\\n\\nlincoln and spruce- in front of vehicle's nose- clear there\\n\\n**2:04**\\n\\nblocking off\\n\\nstand up\\n\\nspruce street, ducked back\\n\\npass it on\\n\\n**2:05**\\n\\nsp black jacket, light skin, hat on\\n\\npeople moving around inside\\n\\ntactical response to *** hazel\\n\\ntactical response\\n\\nhazel two block down from dexter\\n\\n**2:06**\\n\\npoor visibility, w/ fox helicopter\\n\\nshoot whatever you can (from dispatch)\\n\\n**2:07**\\n\\nstand by on haggard (from dispatch)\\n\\n*** hazel (house number relayed)\\n\\n**2:08**\\n\\n*** hazel (house number relayed)\\n\\nclear 321\\n\\nclear 321\\n\\n**2:09**\\n\\ndeploy on hazel and church\\n\\nif not in deploy, stand back\\n\\nif not deployed, stand back\\n\\n**2:10**\\n\\nclear one more house, behind hazel, street behind hazel\\n\\nperimeter on house (hazel)\\n\\n**2:11**\\n\\nteams on spruce offering to move to hazel\\n\\nborder patrol\\n\\n**2:12**\\n\\nall transitions changed for deployment\\n\\nstudents at mit, may need escort\\n\\nneed to leave building\\n\\n**2:13**\\n\\nneed more officers on mt. auburn st.\\n\\nk-9 on spruce (4 dogs total, 2 fresh)\\n\\n**2:14**\\n\\nreading off information from mass ids\\n\\nreading off information from mass ids\\n\\ntell civilians coming up to intersection to cover\\n\\n**2:15**\\n\\nmaking entry on second floor hazel\\n\\nambulance needed (american legion)\\n\\n**2:16**\\n\\nquiet\\n\\n**2:17**\\n\\neveryone behind cover until clear\\n\\nweapons used by sp def. long guns\\n\\npermeter around house\\n\\ncivilians out of house\\n\\nremember cover, not clear\\n\\n**2:18**\\n\\nswat team clearing\\n\\ntruck blocking [unknown location]\\n\\n**2:19**\\n\\nswat on location\\n\\nall south personnel to go back to cambrage\\n\\n**2:20**\\n\\nperson struck by mv [mane and portland]\\n\\nintersection unknown[mane and portland]\\n\\nnothing showing up to river st\\n\\n**2:21**\\n\\naubun and parkland- someone trying to check out cars\\n\\nlet them in \\n\\ncopy officer and state trooper\\n\\ncall for six gunshots harvard square\\n\\n**2:22**\\n\\ncopy on park ave [address given]\\n\\nboston search team- right side has not been searched\\n\\n**2:23**\\n\\nsearch will work down parallel to lincoln st.\\n\\n**2:24**\\n\\nbe advised: mt. aubun, 15 shots fired\\n\\nhazel is cleared\\n\\nbe advised: hazel is cleared\\n\\n**2:25**\\n\\nany reports on shots re: mt. auburn?\\n\\n[no response]\\n\\n**2:26**\\n\\nopen door on rear of house, open door inside wilson st.\\n\\n**2:27**\\n\\nfound rife mag\\n\\nfound handgun mag\\n\\nopen interior door in basement- wilson st\\n\\nstand by\\n\\nsending small group down lincoln\\n\\n**2:28**\\n\\nshots fired near [unknown]\\n\\nacknowledged\\n\\nplate number off gold neason meaxma [unknown location]\\n\\n**2:29**\\n\\nsearching holmes\\n\\n**2:30**\\n\\nany further info from ambulance?\\n\\nno info on 554- where is his location?\\n\\n**2:31**\\n\\n[static]\\n\\nwho's on holmes st?\\n\\n**2:32**\\n\\nofficer check in from holmes st\\n\\nconfirmed, stand fast\\n\\nwait for command center\\n\\nstand by for sports authorty, bpd\\n\\n**2:33**\\n\\nwho is going to check even side of spruce? is bpd?\\n\\nyes, confirmed by bpd\\n\\ngood, continue search\\n\\ndown lincoln, south bound\\n\\n**2:34**\\n\\nwho's on holmes?\\n\\nneed to talk to them\\n\\nchecking in\\n\\nwhat's going on?\\n\\nloud noises from truck\\n\\nowner says heard nothing.\\n\\n**2:35**\\n\\nneed someone to stand by for command post\\n\\nwhere is location of command?\\n\\n[location given]\\n\\nbpd checks in\\n\\ndispatch checks in \\n\\nbfd checks in\\n\\n**2:36**\\n\\nlaundry mart at mt. aubn making a lot of nose\\n\\nspoke to call on park, they heard six shots\\n\\n**2:37**\\n\\nescort on michaez (?)\\n\\nback suv passed at high rate of speed- rozdale square\\n\\ndexter and laural\\n\\n**2:38**\\n\\njetblue, gate 12 cancelled\\n\\nwatertown- do we have a channel we are oping on?\\n\\nnegative\\n\\n**2:39**\\n\\nend of the street [unknown] is [illegable]\\n\\nat vehicale at linclon and spruce\\n\\nsp mv and both sides of spruce cleared\\n\\ngood\\n\\nno to linclon\\n\\n**2:40**\\n\\nall units should have dogs...\\n\\nnegative\\n\\ndogs lead\\n\\nlaundry mat made loud noises- sounded like shots\\n\\nput off report\\n\\n**2:41**\\n\\nput them at ease\\n\\nsouth 17 clear\\n\\n**2:42**\\n\\nhalf way down \\n\\nadult male\\n\\n[lots of static]\\n\\n**2:43**\\nlight skinned white male, considered armed, extramural dangerous, assault rile and explosives\\n\\ngrey hoodle, black curly hair\\n\\nsuggestion?\\n\\ncontinue mt. aubun st\\n\\ncorrection- heading back\\n\\n**2:44**\\n\\n[radio silence]\\n\\n**2:45**\\n\\nnegative\\n\\nall units- 244\\n\\nmoved as far as lincoln\\n\\n**2:46**\\n\\nrespond to sports authority for reassignment\\n\\ncould have ied- brighton, cambridge, watertown\\n\\n**2:47**\\n\\nproceed w/ extreme caution\\n\\ndangerous, armed\\n\\nmore officers to brighton\\n\\nassign file number [hit and run, parkland]\\n\\nwatertown- still outstanding\\n\\nsp was white hat that was ided in photos\\n\\n*[police confirm these are the marathon bombers](https://twitter.com/michaelskolnik/status/325137799986683905)*\\n\\n**2:49**\\n\\ngot him, move dexter\\n\\nno move him, to arsenal mall\\n\\nstill at large\\n\\ngrab an escort for 37 [unrelated]\\n\\n**2:50**\\n\\nred car\\n\\ntoyota\\n\\nroger, car\\n\\n**2:51**\\n\\nre: civilians\\n\\ncrime scene is blocked, rest is clear\\n\\nlet them move freely\\n\\n**2:52**\\n\\nasthma [not related]\\n\\n**2:53**\\n\\nasthma attack information given [not related]\\n\\n**2:55**\\n\\n[radio silence]\\n\\n**2:56**\\n\\n[radio silence]\\n\\n*stream down*\\n\\n\\nedit: i suggest you also check out these, [1](http://www.reddit.com/r/news/comments/1cnl3y/armed_assailant_on_mit_campus_gunshots_fired/c9i826r) & [2](http://www.reddit.com/r/boston/comments/1cnt1h/im_live_mapping_the_emspolice_scanner_locations/c9i9x38). i've never done this before, so are things i missed. i'm sure of it.\\n\\n[have new feed of **3:04**](http://scanner.wickedlocal.com/metro/cambridge.php)\\n\\n**3:05**\\n\\nbombers and mit connected\\n\\none sp may be missing brown student\\n\\n**3:06**\\n\\nmedic one [unrelated, drinking/sucide (?)]\\n\\n**3:07**\\n\\nosward cout\\n\\n[sp taken to childern's is dead] (https://twitter.com/rafsanchez/status/325136382265794561)\\n\\n**3:08**\\n\\nswat in area\\n\\n[feed down]\\n\\n**3:10**\\n\\n[feed still down]\\n\\nthere was only two confirmed bombs, both were defused\\n\\n**3:11**\\n\\n[feed still down]\\n\\n[go here guys, as i can not find a new feed.\\n sp on foot was lost] (http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/)\\n\\n\\n\\nthanks everyone. i can't find any more feeds that are working. [go here to stay up to date](http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/). i'll keep looking in the mean time.\\n\\n\\nedit: found other feeds, not working for my computer. i'm going to check the news sites.\\n\\n[go here to stay up to date](http://www.reddit.com/r/news/comments/1cnwms/mods_removed_thread_live_updates_of_boston/)\\n\\nand guys, take a potty break if you can.\\n\\n\\nas of **3:30**\\n\\n[bbc](http://www.bbc.co.uk/news/world-us-canada-22211764)\\n[fox](http://www.foxnews.com/us/2013/04/19/gunshots-reported-on-mit-campus/)\\n[msnbc](http://usnews.nbcnews.com/_news/2013/04/19/17817173-chaotic-scene-in-boston-area-after-explosions-gunfire-fatal-shooting-of-mit-officer?lite)\\n\\nnote: this thread, and others, are well ahead of the papers\\n\\n\\n**9:33**\\n\\nedit: hey mit. hope you guys are doing okay. there's talking heads everywhere, so make sure it's confirmed by police, fbi, homesec, &c., before spreading any news.\\n\\nyou all were fantastic. thank you. ... 6.393538e-10 \n", "155839 ece 35 with radic ece 35 with radic ece 35 with radic \\n\\n**say it with me now everybody,** ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic \\n\\n**wait is he even teaching it next quarter? someone check, until then: ,** ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ece 35 with radic ... 1.950063e-09 \n", "10058 congratulations! that's exciting! i also think it's the best school ever, and it was the best four years of my life.\\n\\nwildcat football is both one of the greatest and worst things that has ever happened to me. i love out team with all my heart, but this year was rough.\\n\\ni'm not sure how much background you know, but i'll fill you in on football.\\n\\nback in the day, nu was a solid top program, up through the mid 60s or so. around that time, the university deemphasized athletics, based on the philosophy that poor athletics and strong academics go hand in hand (thankfully, that is no longer the situation. more on that in a bit).\\n\\nthe 70s, 80s and early 90s are what's known to nu football fans as the \"dark ages\". the dark ages were lowlighted by what is still today the longest losing streak in fbs football - 34 games, spanning from 1979 to 1982. on september 25, 1982, northwestern broke the streak with a win over northern illinois, but the dark ages went on for 10 more years.\\n\\nin 1992, gary barnett was hired as the head coach of northwestern, and at a basketball game introducing him to the student body, pledged that he would take northwestern to the rose bowl, which was a fairly laughable claim at the time.\\n\\nhe suffered through two losing seasons prior to the 1995 season. northwestern opened the 1995 season at #9 ranked notre dame, and to the surprise of the entire nation, beat them on their home field.\\n\\nafter a disappointing loss to miami (oh), northwestern went on to finish the regular season 10-1, and ultimately earn a ranking of #3 in the nation. a michigan win over ohio state the final week of the season sent northwestern to the rose bowl, where without star linebacker pat fitzgerald, who had broken his leg in the win over iowa, they lost 32-41.\\n\\nin 1996, northwestern proved that 1995 was not a fluke by winning a share of the big ten title and finishing 9-3 including the bowl.\\n\\nafter the 1998 season (which did not go well record-wise), gary barnett resigned to become the head coach of colorado, and randy walker replaced him. walker led the 'cats to a share of the big ten in 2000, and was an early pioneer of the spread offense. he tragically passed away due to a heart attack during the summer prior to the 2006 season.\\n\\npat fitzgerald, the star linebacker from the 1995 and 1996 teams had been a linebacker coach at the time, and was promoted to head coach, at the time being the youngest head coach in division 1 football.\\n\\nthe pat fitzgerald tenure has been a rocky ride. the 'cats have yet to win the big ten under fitzgerald, but have put together more consistency than under barnett or walker, being consistently above .500 (with three exceptions, his first two seasons, and this past season).\\n\\n2012 was arguably the best season of fitz's tenure as head coach. the 'cats finished with a 10-3 record and won a bowl game for the first time since the 1949 season.\\n\\nentering the 2013 season ranked, the 'cats won their first four games, setting up an extremely hyped college gameday matchup at northwestern on homecoming against #4 ohio state.\\n\\nunfortunately, after losing a close and exciting game against osu, the 'cats went on a seven game losing streak before finally eke-ing out a win over also-struggling illinois.\\n\\nso what happened in a season of much promise to turn into such a disaster (the worst season since 2006, by almost any measure)?\\n\\ni would point to four factors:\\n\\n1. d-line. with the exception of de tyler scott, the past year's d-line was extremely weak against both the run and the pass.\\n2. o-line. both on run-blocking and pass protection\\n3. injuries. for the first five games of the season, nu was healthy-ish. star rb venric mark was out for most of the time, qb kain colter missed some time here and there, and cb daniel jones was lost for the season early in the first game, against cal. the osu game was nu's healthiest of the season. colter and mark both played full games (mark's only full game of the year). against wisconsin next week, the injuries started in earnest, with both colter and mark leaving the game (mark for the rest of the season). our depth at rb was largely eaten up due to injuries as well at various points, various other players missed time, and backup qb trevor siemian reportedly played injured for most of the season as well.\\n4. offensive coaching. ordinarily, i would defend a coach who had to deal with as many injuries as this team dealt with, but our offensive playcalling has been suspect for years. there are numerous problems, but the largest is the predictable playcalling with the lead. if northwestern is up by two scores in the fourth quarter, expect them to attempt to run the ball up the middle three times and then punt on every drive. somehow the coaching staff hasn't learned that you burn more clock with first downs and don't get first downs if the opponent knows you are going to run the ball on every play.\\n\\nso the attitude of the fan base is down at the moment, but most of the team returns next year, and a lot of younger players got playing time due to injuries above them. mark is applying for an injury redshirt and should be back for one more year, and what was a somewhat young team, will hopefully show more maturity. unfortunately, it doesn't look like any coaching changes will be made, but perhaps the talent on this team (it is a very talented team at the skill positions) will be able to make up for the coaching issues and get us back in contention for the conference next year.\\n\\ngo 'cats! ... 3.522945e-09 \n", "118155 videos in this thread:\\n\\n[watch playlist &#9654;](http://subtletv.com/_r5pzouq?feature=playlist&nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [final fantasy iv theme of love (piano collection)](http://www.youtube.com/watch?v=qt8fj940as4) (2) [final fantasy ix - piano collection - 14) melodies of life](http://www.youtube.com/watch?v=__tgvpiktfe) (3) [final fantasy xv ost - dawn -sad-](http://www.youtube.com/watch?v=dwtgcd-p1dg) (4) [final fantasy xv ost - love lost](http://www.youtube.com/watch?v=ieaq1zhyrr8)|[9](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv4qd2?context=10#dcv4qd2) - when i study, i just listen to a bunch of final fantasy acoustic soundtracks. i kind of let youtube do the picking for me randomly. some of my favourites are: theme of love, piano ffiv -fixed- melodies of life, piano ffix dawn ffxv love lost ffxv...\\n(1) [oasis - falling down](http://www.youtube.com/watch?v=pjmotbavh44) (2) [noel gallagher's high flying birds - stop the clocks](http://www.youtube.com/watch?v=ojtnp6yltk8) (3) [green day - troubled times (official lyric video)](http://www.youtube.com/watch?v=9cvjr3eqfxc) (4) [travis - writing to reach you](http://www.youtube.com/watch?v=pcdqb0osnjk) (5) [the smashing pumpkins - 1979](http://www.youtube.com/watch?v=4aeeteonfog) (6) [radiohead - karma police](http://www.youtube.com/watch?v=ibh97ma9yii) (7) [gorillaz - dont get lost in heaven + demon days](http://www.youtube.com/watch?v=vckzlzhl7py) (8) [gorillaz - 13 fire coming out of the monkey's head + lyrics](http://www.youtube.com/watch?v=jcfzwa8zh2w) (9) [deadmau5 feat. chris james - the veldt](http://www.youtube.com/watch?v=ysanu-oahhq)|[7](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv81jk?context=10#dcv81jk) - oasis - falling down noel gallagher's high flying birds - stop the clocks green day - troubled times travis - writing to reach you smashing pumpkins - 1979 radiohead - karma police gorillaz - don't get lost in heaven + demon days gorillaz - fi...\\n(1) [the heavy \"short change hero\" (2009)](http://www.youtube.com/watch?v=l6esksep27u) (2) [florence + the machine - stand by me](http://www.youtube.com/watch?v=vv2dsmy3tro) (3) [sparklehorse - piano fire](http://www.youtube.com/watch?v=v6gzly1hgeo)|[6](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv8hlv?context=10#dcv8hlv) - the heavy - short change hero florence + the machine - stand by me sparklehorse - piano fire\\n(1) [rage against the machine: bulls on parade](http://www.youtube.com/watch?v=my6bfa14vmq) (2) [audioslave - cochise](http://www.youtube.com/watch?v=kdmvn45sjo4) (3) [childish gambino - boogieman (official audio)](http://www.youtube.com/watch?v=pdq7muwg92m) (4) [kanye west - touch the sky (mtv version) ft. lupe fiasco](http://www.youtube.com/watch?v=ykwqbuaglj4) (5) [kingdom hearts piano collections-full album](http://www.youtube.com/watch?v=61f18grwup8) (6) [#ghiblijazz#cafe music - relaxing jazz & bossa nova music - studio ghibli cover](http://www.youtube.com/watch?v=3jwrrafho7m) (7) [final fantasy orchestral album](http://www.youtube.com/watch?v=liawp_mcizy)|[6](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvfx28?context=10#dcvfx28) - commuting: rage against the machine - bulls on parade audioslave - cochise childish gambino - boogieman kanye west - touch the sky studying: kingdom hearts piano collection ghibli cafe music final fantasy orchestral album\\n(1) [마마무 (mamamoo) - mr.애매모호](http://www.youtube.com/watch?v=8snd7yevnfs) (2) [마마무 (mamamoo) - piano man mv](http://www.youtube.com/watch?v=3iibvnn4etm) (3) [마마무 (mamamoo) - 넌 is 뭔들 (you're the best) mv](http://www.youtube.com/watch?v=qbhmtm1crro) (4) [mamamoo [마마무] - cat fight — [color coded in han/rom/eng lyrics]](http://www.youtube.com/watch?v=_kefzxjdfro)|[4](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv8loy?context=10#dcv8loy) - here's some more mamamoo! mr. ambiguous piano man you're the best cat fight\\n(1) [madeon - beings (audio)](http://www.youtube.com/watch?v=taht6kfwkao) (2) [aanysa x snakehips - burn break crash (official video)](http://www.youtube.com/watch?v=a-aqejzexyq) (3) [フレンズ「love,ya!」](http://www.youtube.com/watch?v=keg6b5pe_xg) (4) [empire of the sun - ride (audio)](http://www.youtube.com/watch?v=-vvsl-g_2ro) (5) [clean bandit - tears ft. louisa johnson [official video]](http://www.youtube.com/watch?v=dc-nygo0ac8) (6) [shelter live tour - 11/18 - msg](http://www.youtube.com/watch?v=ywyuebbange&t=3607s)|[4](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv3ico?context=10#dcv3ico) - i’ll start: madeon - beings aanysa x snakehips - burn break crash フレンズ -「love,ya!」 empire of the sun - ride clean bandit - tears ft. louisa johnson shelter live tour (fellow feeling x icarus) by porter robinson and madeon!\\n(1) [oliver heldens & chocolate puma - space sheep (extended mix) [free download]](http://www.youtube.com/watch?v=tlkyy4lcne0) (2) [r3hab & felix snow - care (ft. madi)](http://www.youtube.com/watch?v=gwxk19ga5cu) (3) [arston - light (original mix)](http://www.youtube.com/watch?v=zuxh7heiv2q)|[3](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvekm5?context=10#dcvekm5) - 'study' music lol: space sheep - oliver helden + chocolate puma care - r3hab + felix snow light - arston\\n[070 - isn't it wonderful? / suteki da ne? 【素敵だね?】 [final fantasy x hd remaster ost]](http://www.youtube.com/watch?v=3gm3p7jq4fs)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv4vr6?context=10#dcv4vr6) - first link isn't working - i think you're missing the '?' after 'watch' :p thanks for sharing! i only know this one from final fantasy: isn't it wonderful? / suteki da ne? 【素敵だね?】\\n[final fantasy ix - black mage village](http://www.youtube.com/watch?v=qthofjjy5wq)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv823n?context=10#dcv823n) - speaking of ix, black mage village has been stuck in my head all day.\\n(1) [final fantasy vocal collections i -pray-](http://www.youtube.com/watch?v=er51433l5fm) (2) [final fantasy vocal collections ii \"love will grow\"](http://www.youtube.com/watch?v=ih1-ogskjig)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvj3cu?context=10#dcvj3cu) - those themes are lovely. these vocal collection albums are awesome too! final fantasy vocal collections i - pray final fantasy vocal collections ii \"love will grow\"\\n(1) [radiohead - just](http://www.youtube.com/watch?v=-_qmagfztv8) (2) [what i've done (official video) - linkin park](http://www.youtube.com/watch?v=8sgycukafqq) (3) [weezer - island in the sun](http://www.youtube.com/watch?v=erg5rgnysdk) (4) [the verve - bitter sweet symphony](http://www.youtube.com/watch?v=1lyu1kkwc74) (5) [the black keys - tighten up [official music video]](http://www.youtube.com/watch?v=mpapbcbjsvc) (6) [the last shadow puppets - the age of the understatement (2008) [full album]](http://www.youtube.com/watch?v=tgkhlqyxzru) (7) [franz ferdinand - take me out (2004)](http://www.youtube.com/watch?v=ghcxainz9jo) (8) [modest mouse - dashboard](http://www.youtube.com/watch?v=penvn9vl32y) (9) [placebo - pure morning](http://www.youtube.com/watch?v=dhqngnnhe_0) (10) [avenged sevenfold - nightmare [official music video]](http://www.youtube.com/watch?v=94bgzwyhbu0) (11) [avenged sevenfold - hail to the king [official music video]](http://www.youtube.com/watch?v=delhlpppsxy) (12) [breaking benjamin- the diary of jane [hq]](http://www.youtube.com/watch?v=bwtcjiume48)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcvu7f1?context=10#dcvu7f1) - couldn't watch the whole video, too confused lol. here's some more: radiohead - just linkin park - what i've done weezer - island in the sun the verve - bittersweet symphony the black keys - tighten up the last shadow puppets - the age of the...\\n(1) [the best music of john williams: part one](http://www.youtube.com/watch?v=ssw3a4bywdm) (2) [the best music from john williams-part 2](http://www.youtube.com/watch?v=tdipumrovuq) (3) [christian löffler - herbst electronica electronic berlin 1.0](http://www.youtube.com/watch?v=8p3pl__udnm) (4) [the best of tchaikovsky 2](http://www.youtube.com/watch?v=ahn2jvek2yk) (5) [halo 3 - complete soundtrack](http://www.youtube.com/watch?v=eiyqvp3iuyg) (6) [‘mia & sebastian’s theme (late for the date)’ - la la land original motion picture score](http://www.youtube.com/watch?v=gk8c7zxsjcu) (7) [la la land soundtrack - a lovely night (ryan gosling & emma stone)](http://www.youtube.com/watch?v=c7mgldzgiwy) (8) [angel olsen - shut up kiss me (official video)](http://www.youtube.com/watch?v=nlercbhlr3k) (9) [official opening credits: westworld (hbo)](http://www.youtube.com/watch?v=elkhurropfk) (10) [westworld ost - dr. ford (by ramin djawadi)](http://www.youtube.com/watch?v=bgnjpgsc2zu) (11) [\"trompe l'oeil\" by ramin djawadi (westworld ost)](http://www.youtube.com/watch?v=lmqtqdrwsne)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv63vf?context=10#dcv63vf) - playlists i study to (can you tell that i like movies?): every james bond theme song from dr no's (which is just the traditional theme) to skyfall a great mix of different movie themes, many of which are hans zimmer's as the title implies, but you ...\\n[star wars music pick episode vi: victory celebration](http://www.youtube.com/watch?v=ii04e2gejg8)|[2](https://www.reddit.com/r/ubc/comments/5pzouq/_/dcv6e3k?context=10#dcv6e3k) - john williams is honestly so talented. aside from darth vader's theme, i really like \"victory celebration\" :d rewatched the other star wars episodes recently after seeing rogue one last month!\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r5pzouq?feature=playlist&ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit) ... 3.810299e-09 \n", "10777 so i transferred from santa cruz to san diego. here's what i can say about your questions.\\n\\nthe social scenes are pretty different at both schools. besides the typical house parties you find at both campuses, santa cruz also have forest parties deep within the redwoods. fucking awesome. 4/20 is also huge but everyone knows that, got no time to give you shit everyone knows. san diego's got something similar called the moon festival or something. haven't gone yet so can't say much.\\n\\nboth schools are commuter schools. you know what, every school is a fucking commuter school. you're always bound to have a good chunk of the student population who lives off campus and commutes to school. you aren't going to find a difference there. \\n\\nucsc is pretty fucking isolated. the closest city is san jose, which is an hour drive and you'll have no fucking luck with that since they don't allow freshmen and sophomores to have cars on campus and you don't wanna keep spending $5 one-way to take the bus from santa cruz to san jose. you also get pretty sick of the small town pretty quickly. as quirky and cool the stuff are in santa cruz, i couldn't handle how quickly new things to do ran out. there are only so many forest parties you can go to before you get sick of getting your drunk ass lost on your way back and sleeping in the middle of the fucking forest till you wake up with a deer licking your face in the morning.\\n\\nbig difference in intelligence level at each school? nah. both got good intelligent people and both got the stupidest shits i've seen. no joke, first week i was at ucsd i had a group of people ask me what the water dripping from one of the buildings is coming from. it's fucking condensation, how the fuck did you get accepted here smart ass? \\n\\ncomp sci at ucsc has the only game design major out of all the ucs and it's actually pretty fucking awesome. several indie games came from ucsc like super meat boy. i have several friends at ucsc who are in comp sci and game design, lots of hard work but so far they've either made great games or landed awesome jobs like a microsoft and what not. at ucsd, my roommates are comp sci and they're pretty much the same as my friends in santa cruz, sans game design stuff. i've had a couple friends who landed jobs at apple and microsoft too. \\n\\nno fucking difference in girl/guy ratio. who gives a shit. next question.\\n\\ni have no fucking clue if you're a guy or a girl and which way you swing and i'm too lazy to go through all the comments and figure that out. doesn't matter though. either way you swing, there's lots of cute and smart guys everywhere. yes you will find hippies in ucsc cuz its fucking santa cruz. \\n\\nboth have awesome rec activities. there's more variety of martial arts in ucsd but ucsc can get you certified as lifeguards, or first responders and whatnot. take a look for yourself, do your own fucking research and make your own damn opinions about it. it's not that hard to google the two schools' rec departments. \\n\\nsense of community? yes. don't give a shit. move on.\\n\\nmchenry at ucsc. doesn't feel as stuffy, newly rennovated, and fucking awesome. good question since you'll spend a good chunk of your miserable life in the library. \\n\\ndining hall? want all-you-can-eat, buffet style dining unlimited times throughout the day but have terrible fucking hours because for some fucking reason they can't keep the dining halls open past 11pm? santa cruz. want dining dollars and feel that you can't get enough food by the end of the school year but have more flexibility on where you can go and actually have on-campus markets to buy from? san diego. want food that is good at first but you get fucking sick of by week 2? go to both schools. makes no fucking difference.\\n\\nno one fucking suspects this but santa cruz has the higher cost of living. on campus housing at santa cruz: $15,000. san diego: $10,000. off-campus single at santa cruz: cheapest is $800. off-campus single at san diego: cheapest is $600 or $500 if you're really lucky.\\n\\nreputations? what the fuck you talking about here? you want uc second choice or uc socially dead? makes no difference here. stop asking stupid shit questions like these. \\n\\nboth advising staffs are really good at both schools. i've never had an issue with either schools advising staffs and had genuine and caring interactions with them. they'll do their best to get you what you need and make sure you don't fuck up and get your ass out of there with a piece of paper that says you finished college and deserve to be more pretentious than the other peasants. if you do fuck up, generally that's your own fucking fault or some stupid ass rule that was made way over everyone's head that they can't do anything about. \\n\\ngood luck with your decisions! you're already pretty fucking awesome for even asking questions way ahead of time when most people take these decisions for granted and don't give an fuck and end up regretting everything (stupid shits). i like seeing people like you. means you got a good head on your shoulders. don't take any of my responses personally and if you do, i don't give a fuck, that's your problem. ... 4.400386e-09 \n", "22723 videos in this thread:\\n\\n[watch playlist &#9654;](http://subtletv.com/_r5fw5do?feature=playlist&nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [bonobo : kerala](http://www.youtube.com/watch?v=s0q4gqbus7c) (2) [에프엑스_4 walls_music video](http://www.youtube.com/watch?v=4j7umwfx60q) (3) [wolf alice - silk](http://www.youtube.com/watch?v=wtsn7uugtfg)|[8](https://www.reddit.com/r/ubc/comments/5fw5do/_/danh0cr?context=10#danh0cr) - i'll start: bonobo - kerala f(x) - 4 walls wolf alice - silk enjoy :)\\n(1) [blackguard - firefight](http://www.youtube.com/watch?v=jeupbdofxow) (2) [heaven shall burn - downshifter (album track)](http://www.youtube.com/watch?v=jqpgk3ekodo) (3) [sabaton - shiroyama (official lyric video)](http://www.youtube.com/watch?v=ylyqoxh-cxk) (4) [nightwish - end of all hope](http://www.youtube.com/watch?v=unvvbl1sx9o)|[8](https://www.reddit.com/r/ubc/comments/5fw5do/_/danqofl?context=10#danqofl) - not enough metal in this thread. let's see: blackguard - firefight heaven shall burn - downshifter sabaton - shiroyama nightwish - end of all hope\\n(1) [마마무 (mamamoo) - 1cm의 자존심 (taller than you) mv](http://www.youtube.com/watch?v=h41rrk_6rzs) (2) [마마무 (mamamoo) - décalcomanie (데칼코마니) mv](http://www.youtube.com/watch?v=y2ofpvyxzuy) (3) [마마무 (mamamoo) - 음오아예 (um oh ah yeh) mv](http://www.youtube.com/watch?v=pfujaimqjhk)|[6](https://www.reddit.com/r/ubc/comments/5fw5do/_/dao343l?context=10#dao343l) - mamamoo: taller than you décalcomanie um oh ah yeah\\n[scar symmetry - trapezoid](http://www.youtube.com/watch?v=wqagtcycq4s)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/dans2mr?context=10#dans2mr) - high five from a fellow metalhead! here's one of my favourites. scar symmetry - trapezoid\\n[danny brown - pneumonia [official video]](http://www.youtube.com/watch?v=xs-dc3_eiv8)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danp946?context=10#danp946) - danny brown's new album is amazing\\n(1) [caligulas horse daughter of the mountain](http://www.youtube.com/watch?v=hsx6msc3x5i) (2) [pain of salvation - road salt one (full album)](http://www.youtube.com/watch?v=biqbtae9jos) (3) [gojira - l'enfant sauvage [official video]](http://www.youtube.com/watch?v=bghlzwmyo9g)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danx73g?context=10#danx73g) - i join my metal head brethren in this thread. all hail distortion. caligula's horse- daughter of the mountain road of salvation - road salt one gojira - l'enfant sauvage\\n(1) [car seat headrest - \"drunk drivers/killer whales\"](http://www.youtube.com/watch?v=ccztrby3fak) (2) [my bloody valentine - only shallow (original)](http://www.youtube.com/watch?v=ep_mg3kaogu) (3) [velvet underground - pale blue eyes](http://www.youtube.com/watch?v=kishhirihmy) (4) [きのこ帝国 - 夜が明けたら(mv)](http://www.youtube.com/watch?v=hehwmivkqpm) (5) [the jesus and mary chain - just like honey](http://www.youtube.com/watch?v=470hnrobklc) (6) [angel olsen - woman](http://www.youtube.com/watch?v=-jdj-fgsfjm) (7) [cigarettes after sex - nothing's gonna hurt you baby](http://www.youtube.com/watch?v=r2lqdh42neg) (8) [childish gambino - me and your mama (official audio)](http://www.youtube.com/watch?v=_hzcsgcka-g) (9) [courtney barnett - avant gardener](http://www.youtube.com/watch?v=bcnihzadtd0)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/daob55v?context=10#daob55v) - car seat headrest - drunk drivers/killer whales my bloody valentine - only shallow velvet underground - pale blue eyes kinoko teikoku - yoru ga aketara the jesus and mary chain - just like honey angel olsen - woman cigarettes after sex - nothin...\\n(1) [the weeknd - starboy (lyric) ft. daft punk](http://www.youtube.com/watch?v=dmmuh_zpbb0) (2) [twenty one pilots: screen (audio)](http://www.youtube.com/watch?v=nk7wwbxlkj4) (3) [[station] hyoyeon 효연_mystery_music video](http://www.youtube.com/watch?v=nqxjfzk4apu)|[5](https://www.reddit.com/r/ubc/comments/5fw5do/_/danmldi?context=10#danmldi) - the weeknd - starboy, party monster, ordinary life and basically the entire album twenty one pilots - screen (obligatory) snsd hyoyeon - mystery\\n(1) [alt-j - blood flood](http://www.youtube.com/watch?v=lv-zbp7lyja) (2) [11/11 a lack of color-death cab w/lyrics](http://www.youtube.com/watch?v=xeq4bvsm5ai) (3) [life is strange soundtrack - mt. washington by local natives](http://www.youtube.com/watch?v=1sk_17k-5sm) (4) [uncharted 4: a thief's end ost 22 brother's keeper [hd]](http://www.youtube.com/watch?v=tbbpqufjx5e) (5) [uncharted 4: a thief's end - ost - a thief's end](http://www.youtube.com/watch?v=5acsqosrgvw) (6) [uncharted 4 a thief’s end ost - a normal life](http://www.youtube.com/watch?v=uzqrltozdzk) (7) [ffx calm silence before the storm](http://www.youtube.com/watch?v=khw2v0c-d-o) (8) [ffx yuna's theme](http://www.youtube.com/watch?v=oiw1sdmryq8) (9) [45-cosmo canyon-ffvii ost](http://www.youtube.com/watch?v=1t3srk8dkuo) (10) [zelda: wind waker music - dragon roost island](http://www.youtube.com/watch?v=sxggvshq6ia)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/dano393?context=10#dano393) - bloodflood - alt-j a lack of color - death cab for cutie mt. washington - local natives edit: figured i'd add a few scores in too since i've been listening to those more as of lately. brother's keeper (uncharted 4) a thief's end (uncharted 4) a n...\\n(1) [michael bublé - santa claus is coming to town [official music video]](http://www.youtube.com/watch?v=sna52s7qcem) (2) [mariah carey - silent night (audio)](http://www.youtube.com/watch?v=q63o54rul-o)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/danrboq?context=10#danrboq) - http://www.youtube.com/watch?v=q63o54rul-o\\n(1) [aurora - runaway](http://www.youtube.com/watch?v=d_hlpbolrl8) (2) [ludovico einaudi - experience](http://www.youtube.com/watch?v=7zhime3pi-4) (3) [mazde - forest of gold](http://www.youtube.com/watch?v=oh0gmpgszuk) (4) [odesza - it's only (feat. zyra)](http://www.youtube.com/watch?v=wpqtcrm61-i) (5) [toto - africa](http://www.youtube.com/watch?v=ftqbinvzqay)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/dansffo?context=10#dansffo) - here are some of my favourite chill music playlist for studying: aurora - runaway ludovico einaudi - experience mazde - forest of gold odesza - it's only toto - africa\\n(1) [imagine dragons: warriors worlds 2014 - league of legends](http://www.youtube.com/watch?v=fmi_ndrxy14) (2) [imagine dragons - radioactive](http://www.youtube.com/watch?v=ktvtqkndobu) (3) [imagine dragons monster lyrics on screen](http://www.youtube.com/watch?v=pkv4vemp2pi) (4) [imagine dragons - friction (from smoke + mirrors live)](http://www.youtube.com/watch?v=x-lcnf3v7vi) (5) [imagine dragons - demons (official)](http://www.youtube.com/watch?v=mwrsgzuwf_8) (6) [fall out boy - uma thurman](http://www.youtube.com/watch?v=2vtxyql2sba) (7) [fall out boy - centuries (official video)](http://www.youtube.com/watch?v=lbr7kecsjcq) (8) [fall out boy - immortals (from \"big hero 6\")](http://www.youtube.com/watch?v=l9pxoanfjxq) (9) [fall out boy - my songs know what you did in the dark (light em up) - part 1 of 11](http://www.youtube.com/watch?v=lkiwmsp3c_s) (10) [fall out boy - the phoenix (official video) - part 2 of 11](http://www.youtube.com/watch?v=5hdzbroaqdc) (11) [onerepublic - love runs out](http://www.youtube.com/watch?v=0owj0cim8wu) (12) [onerepublic - counting stars](http://www.youtube.com/watch?v=ht_nvwreihg) (13) [onerepublic - secrets](http://www.youtube.com/watch?v=qhm9mg9xw1o)|[4](https://www.reddit.com/r/ubc/comments/5fw5do/_/danso91?context=10#danso91) - imagine dragons- warriors , radioactive, monster, friction, and my favourite demons fall out boy- uma thurman, irresistible , centuries, immortals, my songs know what you did in the dark, and my favourite the phoenix one republic- love runs out,...\\n(1) [sonata arctica - fullmoon](http://www.youtube.com/watch?v=cfi8o_hzadk) (2) [billy talent - don't count on the wicked](http://www.youtube.com/watch?v=x0oqsbr9oju) (3) [rise against - dirt and roses (lyrics on-screen)](http://www.youtube.com/watch?v=lo9fqumglly) (4) [seven nation army (glitch mob remix) - lyric video](http://www.youtube.com/watch?v=gyfjjwxtsu4) (5) [skillet - \"feel invincible\" [official music video]](http://www.youtube.com/watch?v=qzw6a2wc5qo)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/dans0rq?context=10#dans0rq) - of for lighter stuff: sonata arctica - fullmoon billy talent - don't count on the wicked rise against - dirt and roses glitch mob (remix) - seven nation army skillet - feel invincible 'lighter', not light :)\\n[scrubs: jd sings toto](http://www.youtube.com/watch?v=hnisipxnp58)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/danvol7?context=10#danvol7) - toto - africa the best way to experience this song is the night before a final, in a bubble bath, and eating something fruity.\\n[south park: member berries sing africa by toto (full concert)](http://www.youtube.com/watch?v=fnekkiozkgq)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/danw01o?context=10#danw01o) - or listening to it as performed by the member berries\\n[porter robinson & madeon - shelter (official video) (short film with a-1 pictures & crunchyroll)](http://www.youtube.com/watch?v=fzq6graeoy0)|[3](https://www.reddit.com/r/ubc/comments/5fw5do/_/daol443?context=10#daol443) - anything porter robinson. anyone from /r/ubc seeing him live next week with madeon?\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r5fw5do?feature=playlist&ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit) ... 6.692219e-09 \n", "45173 i studied cognitive science at uc santa cruz for four years, audited a number of cogs classes at berkeley, and eventually joined a cognitive science phd program. i'll just list why i disagree with most of what is posted above.\\n\\nright off the bat: neither berkeley nor santa cruz actually have cognitive science departments -- both are add-ons to preexisting psychology departments, both of which are very prestigious. (ucsd and uc merced, on the other hand, have full-blown cogsci departments.) uc santa cruz has a larger number of cogsci classes and they're offered more frequently than classes at cal. however, ucsc has an annoying 'pre-requisite' system that makes it difficult to hop right into the 'upper-division' classes. \\n\\nuc berkeley does have a number of famous cognitive scientists (lakoff is the most obvious example). but that doesn't actually matter -- i'd much rather work alongside ben storm at ucsc (amazing guy) than lakoff (total jerk).\\n\\nand speaking of faculty, uc santa cruz is definitely a better choice if you want to get into grad school. research productivity (number of labs worked in, publications contributed to, and professors acquainted with) is the main requirement for getting admitted to a phd program. it's much easier to get into a lab, work on an actual research project, and get published at ucsc than at cal. imagine a buffet with twenty dishes and five people leisurely scooping quinoa and hummus onto their recycled-paper plates each saying \"oh no, you go first, please\" -- that's santa cruz. imagine a buffet with fifty dishes and a crowd of five hundred people angrily elbowing their way towards the salad bowl spilling lettuce all over the place and flipping out about it -- that's berkeley. also, the professors at uc santa cruz are much easier to talk to and down-to-earth than berkeley's ivory tower denizens.\\n\\none of the reasons why it's difficult to be a successful undergrad researcher at cal is because of the academic environment. the author above doesn't want to use the word 'cutthroat' to describe the environment at cal, but they should. santa cruz, on the other hand, deserves its reputation for being \"chill\" (though some might find the chillness to be excessive -- if you come from a helicopter parent environment, you might find the freedom at ucsc to be a little bit jarring). for instance, the above author is reflecting the egoistic attitude of many students at cal when they write that \"berkeley usually feels like what would happen if you took the top 10% of every school in california [sic] and put it [sic] into a college.\" berkeley students aren't actually much smarter than any other college students, but because they were really good at squeezing out high marks on their tests during high school, so they certainly feel smart.\\n\\nthat being said, berkeley is a more prestigious university than santa cruz when it comes to the general consumer*. if your goal is to run into college, snag a degree, and run out with a job, berkeley might be a better bet (the way i framed this sentence makes it sounds demeaning, but i think it's totally okay to recognize that college degrees are basically just economic tools). if you're more concerned with having a relaxing experience or getting into grad school, stick with santa cruz. in terms of actual knowledge-acquisition, i doubt that there will be much of a difference between the two schools -- the undergrad curriculum everywhere is the same.\\n\\nhope that helps you with your decision!\\n\\ntldr: no difference in actual learning experience. santa cruz is good for grad school. berkeley is prestigious. santa cruz students are excessively chill. berkeley students are assholes. \\n\\ngrad departments are not general consumers. a b.s. in cogsci from ucsc is just as valuable as one from cal when applying to phd programs. ... 1.043146e-08 \n", "14702 >trumps reelection? he's not going to get reelected.\\n\\n~~\\>trump will never run for president~~ \\n~~\\>trump will never recover from mexican comments~~ \\n~~\\>trump will never reach 15%~~ \\n~~\\>trump will never reach 25%~~ \\n~~\\>trump will never recover from muslim comments~~ \\n~~\\>trump will never win new hampshire~~ \\n~~\\>trump will never reach 35%~~ \\n~~\\>trump will never win south carolina~~ \\n~~\\>trump will never win most states on super tuesday~~ \\n~~\\>trump will never win super tuesday 2~~ \\n~~\\>trump will never reach 50%~~ \\n~~\\>trump will never reach 1237~~ \\n~~\\>trump will never recover after wisconsin~~ \\n~~\\>trump will never win unbound delegates~~ \\n~~\\>trump will never recover after colorado~~ \\n~~\\>\"donald, hand over the delegates...\"~~ \\n~~\\>trump will never be the gop nominee~~ \\n~~\\>trump will never recover from mexican judge comments~~ \\n~~\\>\"trump is predicting the wrong outcome for brexit\"~~ \\n~~\\>trump will never pivot to the general election~~ \\n~~\\>trump will never unify the majority of the gop~~ \\n~~\\>trump will never recover from khan comments~~ \\n~~\\>trump will never win the debates~~ \\n~~\\>trump will never recover from \"grab'em by the pussy\"~~ \\n~~\\>trump will never poll better than clinton in a swing state~~ \\n~~\\>trump will never be president~~ \\n~~\\>trump will never bring back manufacturing jobs~~ \\n~~\\>trump will never be inaugurated~~ \\n~~\\>trump will never renegotiate trade~~ \\n~~\\>trump will never block risky or illegal immigration~~ \\n**[you are here]** \\n\\>trump will never deport illegal aliens \\n\\>trump will never repeal and replace obamacare \\n\\>trump will never abolish common core \\n\\>trump will never build the wall \\n\\>trump will never take down isis \\n\\>trump will never run for reelection \\n\\>trump will never win the 2020 primaries \\n\\>trump will never be reelected president \\n\\nunless i missed something, see you in ~4 years, if you're still around then. ... 1.290312e-08 \n", "16209 list of all available movies (2/3):\\n\\n* gone baby gone\\n* gone with the wind\\n* gonzo the life and work of dr. hunter thompson\\n* good hair\\n* good night and good luck\\n* good will hunting\\n* goodfellas\\n* gran torino\\n* gravity\\n* grizzly man\\n* groundhog day\\n* guess who's coming to dinner\\n* gung ho (1986)\\n* gypsy\\n* hacksaw ridge\\n* hair\\n* hamlet (1990 gibson)\\n* hamlet (1996 branagh)\\n* hamlet (2000 hawke)\\n* harold and maude\\n* harry potter and the chamber of secrets\\n* harry potter and the deathly hallows 2\\n* harry potter and the deathly hallows part 1\\n* harry potter and the goblet of fire\\n* harry potter and the half blood prince\\n* harry potter and the order of the phoenix\\n* harry potter and the prisoner of azkaban\\n* harry potter and the sorcerer's stone\\n* hate / la haine (st)\\n* he's just not that into you\\n* henry v (1989)\\n* her\\n* hero (2002,2004)\\n* heroin - cape cod, usa\\n* high noon\\n* higher learning\\n* hilary and jackie\\n* his girl friday\\n* holy motors (subtitled)\\n* homegrown - the counter terror dilemma\\n* hook\\n* hoosiers\\n* hotel rwanda\\n* house of sand and fog\\n* how the west was won\\n* how to survive a plague\\n* hugo\\n* hustle and flow\\n* i am a fugitive from a chain gang\\n* i am ali\\n* i am legend\\n* i am sam\\n* i'm not there\\n* if a tree falls a story of the earth liberation front\\n* imitation of life (1934 version)\\n* imitation of life (1959 version)\\n* in cold blood\\n* in the heat of the night\\n* in the house / dans la maison (st)\\n* in the land of blood and honey\\n* in the time of butterflies\\n* in which we serve\\n* inception\\n* inch'allah (subtitled)\\n* indiana jones and the temple of doom\\n* infernal affairs (subtitled)\\n* inglourious basterds (domestic)\\n* inherit the wind\\n* innocent voices (subtitled) (domestic)\\n* insidious\\n* into the wild\\n* into thin air death on everest\\n* invasion of the body snatchers (1956)\\n* invasion of the body snatchers (1978)\\n* invictus\\n* iphigenia (subtitled)\\n* it follows\\n* it happened one night\\n* it's a wonderful life\\n* ivory tower\\n* jackie brown\\n* jane eyre (2011)\\n* jarhead\\n* jaws\\n* jerry maguire\\n* jesus camp\\n* jesus christ superstar\\n* jiro dreams of sushi (subtitled)\\n* john q\\n* juan of the dead (st)\\n* judgement at nuremberg\\n* julie and julia\\n* julius caesar (1953)\\n* jupiter ascending\\n* jurassic park\\n* jurassic world\\n* kill bill vol. 1\\n* kill bill vol. 2\\n* king kong (1933)\\n* king kong (2005)\\n* king lear (1971)\\n* king of kong\\n* kiss me deadly (1955)\\n* kiss me kate\\n* klute\\n* kon tiki\\n* kramer vs kramer\\n* krush groove\\n* la bamba\\n* la la land\\n* larry crowne\\n* lars and the real girl\\n* lawrence of arabia\\n* lean on me\\n* lee daniels the butler\\n* les miserables (1998)\\n* les miserables (2012)\\n* let the right one in (subtitled)\\n* letters from iwo jima (sub-titled)\\n* life according to sam\\n* life as a house\\n* life is beautiful / la vita è bella\\n* life itself\\n* like water for chocolate\\n* little big man\\n* little caesar\\n* little man tate\\n* little shop of horrors (1986)\\n* lolita\\n* lone star (1996)\\n* long day's journey into night\\n* lord of the flies\\n* lords of dogtown\\n* los olvidados (the young and the damned)\\n* lost in translation\\n* macbeth (1971)\\n* macbeth (2015)\\n* mad hot ballroom\\n* mad max fury road\\n* magnolia\\n* malcolm x (1992)\\n* man of la mancha\\n* manchester by the sea\\n* mandela long walk to freedom\\n* manhattan\\n* manhunt\\n* mansfield park\\n* march of the penguins\\n* marie antoinette (2006)\\n* martian child\\n* marty\\n* maxed out\\n* mccabe and mrs. miller\\n* mean girls\\n* medium cool\\n* melancholia\\n* memoirs of a geisha\\n* memphis belle\\n* menace ii society\\n* midnight cowboy\\n* mildred pierce (1945)\\n* milk\\n* million dollar baby (2004)\\n* mississippi burning\\n* mona lisa smile\\n* mondays in the sun / los lunes al sol\\n* moneyball\\n* mongol (subtitled)\\n* monsoon wedding (sub-titled)\\n* moonlight\\n* moonrise kingdom\\n* mr. holmes\\n* mr. smith goes to washington\\n* mrs. miniver\\n* much ado about nothing (1993)\\n* much ado about nothing (2013)\\n* mulholland drive\\n* munich\\n* muscle shoals\\n* mustang (2015) (subtitled)\\n* mutiny on the bounty (1935)\\n* my afternoons with margueritte (st)\\n* my beautiful laundrette\\n* my family mi familia\\n* my girl\\n* my left foot\\n* my name is bill w\\n* my sister's keeper (2009)\\n* mystic river\\n* narco cultura (subtitled)\\n* nashville\\n* nebraska\\n* network\\n* nixon by nixon - in his own words\\n* no country for old men\\n* no direction home - bob dylan part 1\\n* no end in sight\\n* no impact man the documentary\\n* no manches frida (subtitled)\\n* noah\\n* north by northwest\\n* north country\\n* nosotros los nobles (noble family) (st)\\n* not without my daughter\\n* notting hill\\n* now voyager\\n* october sky\\n* of mice and men\\n* oleanna\\n* on the beach\\n* on the waterfront\\n* once upon a time in china part i (subtitled)\\n* once upon a time in the west\\n* one two three\\n* open your eyes / abre los ojos\\n* ordinary people\\n* osama (subtitled)\\n* othello (1995)\\n* other people's money\\n* out of africa\\n* out of the past (1947)\\n* outbreak\\n* page one inside the new york times\\n* pan's labyrinth (sub-titled)\\n* paradise now\\n* paranormal activity\\n* pariah\\n* patch adams\\n* paths of glory\\n* pay it forward\\n* paycheck to paycheck the life and times of katrina gilbert\\n* perks of being a wallflower\\n* philadelphia\\n* philomena\\n* pi\\n* pillow talk\\n* places in the heart\\n* planet ocean\\n* plantpure nation\\n* platoon\\n* pleasantville\\n* point blank (1967)\\n* precious based on the novel push by sapphire\\n* pride (2014)\\n* pride and prejudice (2005)\\n* primary colors\\n* princesas (st)\\n* project nim\\n* prozac nation\\n* psycho (1960)\\n* public enemy\\n* pulp fiction\\n* questioning darwin\\n* rabbit hole\\n* rabbit proof fence\\n* race\\n* raging bull\\n* raiders of the lost ark\\n* rain man\\n* ray\\n* rear window\\n* rebel without a cause\\n* red river\\n* remains of the day\\n* rent\\n* reservoir dogs\\n* restrepo\\n* richard iii (1995)\\n* rize\\n* robocop (2014)\\n* robocop\\n* rocky\\n* roger and me\\n* rollerball (1975)\\n* romeo and juliet (1968)\\n* romeo and juliet (2013)\\n* room\\n* rosemary's baby\\n* rosewood\\n* roxanne\\n* rudy\\n* sabotage (1936)\\n* salinger\\n* salvador\\n* san andreas\\n* sarah's key (st)\\n* saving private ryan\\n* sayonara\\n* scarface (1983)\\n* schindler's list\\n* school ties\\n* scott pilgrim vs the world\\n* scream\\n* searching for bobby fischer\\n* selma\\n* sense and sensibility\\n* serpico\\n* seven (1995)\\n* seventeen seventy-six / 1776\\n* shadow of a doubt (1943)\\n* shaft (1971)\\n* shakespeare in love\\n* shane\\n* shanghai express\\n* shaun of the dead (rogue)\\n* she's gotta have it\\n* she's the man\\n* short term 12\\n* shouting fire - stories from the edge of free speech\\n* shutter island\\n* sicario\\n* sicko\\n* sin city\\n* sin nombre (subtitled)\\n* singin' in the rain\\n* six degrees of separation (domestic)\\n* sky captain and the world of tomorrow\\n* skyfall\\n* sleepless in seattle ... 2.230208e-08 \n", "615 not my comment (and the user deleted it, so i can't give credit), but this is a better explanation than what i wrote up. warren is someone who just wants the social policies of a lot of europe. i don't fully agree with her, but at least she's made clear that she thinks capitalist markets are important for generating wealth, opportunities, and innovation. i think fundamentally, bernie does not hold this world view.\\n\\n--- \\n\\nbernie's campaign wasn't socialist, but bernie himself, and his career outside of the campaign certainly is. bernie talks often about scandinavian social democracy. the reason for this, is that he wants to improve the material conditions of the united states, before making an eventual shift away from capitalism. bernie is further to the left then you think he is. \\n\\nwhile attending the university of chicago, sanders was a member of the young people's socialist league, and he discusses his reasons for joining it, in [this interview](https://www.youtube.com/watch?v=j8-q0w78jyy). sanders began his political career as a member of a socialist party in vermont called the [liberty union party](https://en.wikipedia.org/wiki/liberty_union_party). here is their [platform](http://www.libertyunionparty.org/?page_id=5). in 1979, sanders put out a [short documentary](https://www.youtube.com/watch?v=w82pfvuq3o8) about american socialist, eugene debs. this [article](https://www.csmonitor.com/1982/0910/091076.html) from 1982, discusses bernie's election as mayor of burlington.[this image](https://i.redd.it/cq6xmzc8ip3y.jpg) depicts sander's speaking at a 1983 meeting of the socialist party usa, and [this wnyc piece](https://www.wnyc.org/story/speech-1983-sanders-rails-against-establishment/) gives some context to his what he says and features clips from the speech itself. \\n\\nin [this speech from the 1985 progressive entrepreneurship forum](https://www.youtube.com/watch?v=lxtgk9squvm), sanders talked about worker alienation, the need of people to see themselves in their work, and the necessity of worker ownership. in [this 1985 interview](https://www.youtube.com/watch?v=e14lsc4wlv0), sanders can be seen defending the gains of the cuban revolution. and [here](https://www.youtube.com/watch?v=cvzrsdhgxga) is a video of sanders introducing noam chomsky, at burlington city hall, where chomsky gives a speech about us foreign policy. sanders discusses his opposition to us foreign policy in latin america, in particular. sanders even sent a letter to ronald reagan expressing his opposition to us support of the contras in nicuragua, around the same time. here is a [1998 c-span interview](https://www.youtube.com/watch?v=mnmieza0jnk), in which sanders talks about class. sanders gave [an address as mayor](https://www.youtube.com/watch?v=snnuxatctc4) about us imperialism in latin america. [this video includes sanders, on a panel of others](https://www.youtube.com/watch?v=oczmdr8iwx4), discussing observations about the soviet union after a trip there, in 1988. in 1991, [sanders gave a talk at a dsa meeting](https://youtu.be/7wwtqybcefm?t=52m17s), and talked about how, in the short term, he believes that the us should catch up with the rest of the world, in terms of social democratic policies, but that we should ultimately move towards worker control of the economy, as a long term goal. \\n\\nin 2007, bernie sanders [advocated worker ownership in the us congress](https://www.youtube.com/watch?v=5dkk2ya_jvc). here is a [speech that sanders gave that is very similar to the one he gave at the progressive entrepreneurship forum](https://www.youtube.com/watch?v=bdsmaczjehs). sanders advocated for worker cooperatives in [point 3 his 12 point economic plan](http://www.huffingtonpost.com/rep-bernie-sanders/an-economic-agenda-for-am_b_6249022.html). he doubled down on his views on cuba, and the rest of latin america [on democracy now](https://www.youtube.com/watch?v=mkat7uypjwa) shortly after the death of fidel castro. he even [denied his status as a capitalist](https://www.youtube.com/watch?v=xgckntqxgbe) on cnn. this 2015 [guardian interview](https://www.theguardian.com/sport/2015/oct/27/how-the-brooklyn-dodgers-and-baseball-shaped-bernie-sanders-world-view) has sanders discussing the impact that the moving of brooklyn dodgers to los angeles had on his politics. this 2016 [jacobin article](https://www.jacobinmag.com/2016/04/bernie-sanders-young-peoples-socialist-league-new-york) discusses sander's roots in in america's rich socialist tradition. and very recently, in 2017, sanders and his fellow vermont senator [introduced legislation to expand co-operatives nationwide](https://vtdigger.org/2017/05/17/senators-look-take-vermont-worker-owner-effort-nationwide/). furthermore, sanders also discusses worker co-ops and other examples of collective ownership on pages 243 and 259-262 of his book *our revolution* (thomas dune books 2016). \\n\\nspeaking of *our revolution*, let's look at some quotes from the book:\\n\\n>what i learned playing on the streets and playgrounds of brooklyn was not just how to become a decent ball player and athlete. **i learned a profound lesson about democracy and self rule.**\\n\\n(*our revolution*. pg 11)\\n\\n>o'malley's [owner of the brooklyn dodgers] devastating decision to rip the dodgers out of brooklyn in order to pursue greater profits on the west coast was, i suspect, **one of my first observations regarding the deficiencies of capitalism.**\\n \\n(*our revolution*. pg 13)\\n\\n>it wasn't just that racism, war, poverty, and other social evils must be opposed. it was that there was a cause and effect dynamic and an interconnectedness between all aspects of society. things didn't just happen by accident. **there was a relationship between wealth, power, and the perpetuation of capitalism.**\\n\\n(*our revolution*. pg 18)\\n\\n>in israel, we spent time working on several kibbutzim [collectively own and run israeli communities]...people there were living their democratic values. **the kibbutz was owned by the people who lived there, the \"bosses\" were elected by the workers, and the overall decisions for the community were made democratically.**\\n\\n (*our revolution*. pg 21-22)\\n\\n>**this type of greed, and ruthless capitalism is not an economic model we should be embracing. we can do better; we must do better.** the economic establishment tells us that there is no alternative to this type of rapacious, cutthroat, capitalism, that this is how the system and globalization works, and that there's no turning back. they're dead wrong.\\n\\n(*our revolution* pg 260)\\n\\n>employee owned enterprises boost morale, because workers share in profits, and have more control over their own work lives. **the employees are not simply cogs in a machine owned by someone else.** they have a say in how the company is run.\\n\\n(*our revolution* pg 261)\\n\\n>the workers in these operations understand that when employees own their workplaces, **when they work for themselves, when they are involved in the decision-making that impacts their jobs**, they are no longer just punching a time clock. they become more motivated, absenteeism goes down, worker productivity goes up. \\n\\n(*our revolution* pg 261)\\n\\n>we have got to send a message to the billionaire class: \"you can't have it all.\" you can't get huge tax breaks while children in this country go hungry. you can't continue getting tax breaks by shipping american jobs to china. you can't hide your profits in the cayman islands and other tax havens, **while there are massive unmet needs in every corner of this nation. your greed has got to end.**\\n\\n(*our revolution* pg 266)\\n\\nbernie's brand of socialism doesn't differentiate between reform and revolution, and he sees nordic social democracy as a model for short term change. ... 7.499258e-08 \n", "18365 👌👀👌👀👌👀👌👀👌👀 good shit go౦ԁ shit👌 thats ✔ some good👌👌shit right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌 👍👍 good cow 🐮 shit 👌 aggie 👩‍🌾👨🏻‍🌾 💯shit bike 🚲 shit 👌👌 better shit than 👎burin bear🙅‍♂️🙅‍♂️🙅‍♂️ 🐻 shit 😩😫😩😫 good shitsauce me the fuck up 🍕🍅🍕🍅🍕🍅🍕🍅🍕🍅 cheesy shit cheesy shit🍕 thats ✔ some cheesy🍕🍕shit right🍕🍕th 🍕 ere🍕🍕🍕 right✔there ✔✔if i do ƽaү so my self 🍴 i say so 🍴 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🍴 🍕🍕 🍕нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🍕 🍕🍕 🍕 🍴 🍕 🍅🍅🍅 🍕🍕cheesy shit 👌🎩👓🎩👍🎩👓🎩👍🎩 euphoric logic !euphoric logic👌 thats ✔ some euphoric👌💻 logic right👌💻there👌👍👌 carl 🔭 sagan🌌💫if i do ƽaү so gentlemen 💯 i say so 💯 thats euphoric logic right there richard 📒 dawkins🎩 (chorus: socrates died for this shit) mmmmmꮇм💯 👌👓👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🎩 👌 💯 👌 👓🎩🎩🎩 👍👌euphoric logic slam me the fuck up 👌👀👌👀👌👀👌👀👌👀 john cena john cena👌 john ✔ cena john👌👌cena john👌👌cena👌👌👌 john✔cena ✔✔u can't see me if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌john cena potentially sign me the fuck up 👋👀👋👀👋👀👋👀👋👀 average shit modera̷̶te shit 👋 thats some alright 👋👋shit right 👋👋 th 👋 ere 👋👋👋 right 🆗 there 🆗 if i do ƽaү so my self🆗 i say so 🆗 that could be what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🆗 👋 👋👋нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👋 👋👋 👋 🆗 👋 👀 👀 👀 👋👋not outstanding shit 👌👽👌👽👌👽 ayy lmao ayyy lmao good lmao👌 thats ✔ some ayyy👌👌lamayo right👌👌there👌👌👌 right✔there ✔✔if i do lmao so my self 💯 i ayyy so 💯 thats what im probing about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌aaayyyyyyyyyyyyyyyyyyyʸʸʸʸʸʸʸʸ👌 👌👌 👌 💯 👌 👽👽👽👌👌ayy lmao 🐸♊️🐸♊️🐸♊️🐸♊️🐸♊️ good memes go౦ԁ memes🐸 thats 🔫🔫some good🐸🐸memes right🐸🐸th 🐸 ere🐸🐸🐸 right🔫there 🔫🔫if i do ƽaү so my self ❓❗️👟👟❓❗️ i say so ❓❗️👟👟❓❗️ thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм❓❗️👟👟❓❗️ 🐸🐸 🐸нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🐸 🐸🐸 🐸 ❓❗️👟👟❓❗️ 🐸 ♊️ ♊️ ♊️🐸🐸good memes 💩🐃💩🐃💩🐃💩🐃💩🐃 bull shit bull shit💩 thats ✖️ some bull💩💩shit right💩💩th 💩 ere💩💩💩 right✖️there ✖️✖️if i do ƽaү so my self ‼️ i say so ‼️ thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм‼️ 💩💩 💩ho0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💩 💩💩 💩 ‼️ 💩 🐃 🐃 🐃 💩💩bull shit do not sign me the fuck up 👎👀👎👀👎👀👎👀👎👀 bad shit ba̷̶ ԁ shit 👎 thats ❌ some bad 👎👎shit right 👎👎 th 👎 ere 👎👎👎 right ❌ there ❌ ❌ if i do ƽaү so my self🚫 i say so 🚫 thats not what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🚫 👎 👎👎нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👎 👎👎 👎 🚫 👎 👀 👀 👀 👎👎bad shit 👌👀👌👀👌👀👌👀👌👀 good shitposting go౦ԁ shitposting👌 thats ✔ some good👌👌shitposting right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌good shitposting wife me the fuck up 👭👀👭👀👭👀👭👀👭👀 gay shit gⓐy shit👭 thats 💍 some gay👭👭shit right👭👭th 👭 ere👭👭👭 right💍there 💍💍if i do ƽaү so my self 💒 i say so 💒 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💒 👭👭 👭нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👭 👭👭 👭 💒 👭 👀 👀 👀 👭👭gay shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 thats ✔ some spooky🎃🎃shit right🎃🎃th 🎃 ere🎃🎃🎃 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 💦💖💦💖💦💖💦💖💦💖 good cummies go౦ԁ cummies💦 thats ✔ some good💦💦cummies right💦💦there💦💦💦 right✔there ✔✔if my 👪daddy👪 say so him self 😽 i say so 💯 thats what hes talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmм💯 💦💦 💦нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💦 💦💦 💦 💯 💦 💖 💖 💖 💦💦good cummies~ friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit friendzone me the fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'lady shit m'lady shit❤️ thats ✔ some m'lady 😍😍shit right❤️❤️there😍😍😍 right✔there ✔✔if i do ƽaү so my self 🙇 i say so 🙇 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'lady shit 👴📅👴📅👴📅👴📅👴📅 old shit 0ld shit👴 thats 💾 some old👴👴shit right👴👴th 👴 ere👴👴👴 right💾there 💾💾if i do ƽaү so my self 🕙 i say so 🕥 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🕔 👴👴 👴нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👴 👴👴 👴 🕣 👴 📅 📅 📅 👴👴old shit 👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆 good dick go౦ԁ dick👌🏿 thats ✔ some good👌🏿👌🏿dick right👌🏿👌🏿there👌🏿👌🏿👌🏿 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌🏿👌🏿 👌🏿нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌🏿👌🏿👌🏿👌🏿 💯 👌🏿 🍆🍆🍆 👌🏿👌🏿good dick 💉🔪 💉🔪💉🔪edgy shit edgy shit 🔪thats 🔫some edgy💉💉 shit right 🔪th🔪 ere💉💉💉 right there 🚬🚬if i do ƽaү so my self 🔫i say so 🔫 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🔫 🔪🔪🔪нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔪🔪🔪 🔫 💉💉 🔪🔪 edgy shit 👌🌃👀👌🌃👀👌🌃👀👌🌃👀👌🌃👀 cool pic co౦l pic👌 🌃🌃🌃thats ✔ some cool👌🌃🌃👌pic right👌🌃👌there👌🌃👌🌃👌 right✔there ✔🌃✔if i do ƽaү so 🌃🌃my self 💯 i say so 💯 thats what im talking about right 🌃there right there (chorus:cool pic ) mmmmmꮇм💯 👌👌 🌃 🌃👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🌃🌃👌 👌 💯 👌🌃 👀 🌃👀🌃 👀 👌👌cool pic 👌👀👌👀👌👀👌👀👌👀 neato stuff neat౦ stuff👌 thats ✔ some neato👌👌stuff right👌👌there👌👌👌 right✔there ✔✔if i do ƽaү so my self 💯 i say so 💯 thats what im talking about right there right there (chorus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌neato stuff 🔝👀🔝👀🔝👀🔝👀🔝👀 up votes up votes 🔝thats ✔ some up 🔝🔝 votes front 🔝🔝page 🔝🔝🔝right✔there ✔✔if i do vote so my self 🆙 i vote so 🆙 thats what im talking about front page front page (chorus: ᶠʳᵒᶰᵗ ᵖᵃᵍᵉ) mmmmmꮇм🆙 🔝🔝🔝 нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔝 🔝🔝 🔝 🆙 🔝 👀 👀 👀 🔝🔝 up vote ... 7.918691e-08 \n", "18364 👌👀👌👀👌👀👌👀👌👀 good shit go౦ԁ shit👌 dats ✔ some good👌👌shit wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌 👍👍 good cow 🐮 shit 👌 aggie 👩‍🌾👨🏻‍🌾 💯shit bike 🚲 shit 👌👌 bettew shit dan 👎buwin beaw🙅‍♂️🙅‍♂️🙅‍♂️ 🐻 shit 😩😫😩😫 good shitsauce me de fuck up 🍕🍅🍕🍅🍕🍅🍕🍅🍕🍅 cheesy shit cheesy shit🍕 dats ✔ some cheesy🍕🍕shit wight🍕🍕d 🍕 ewe🍕🍕🍕 wight✔dewe ✔✔if i do ƽaү so my sewf 🍴 i say so 🍴 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🍴 🍕🍕 🍕нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🍕 🍕🍕 🍕 🍴 🍕 🍅🍅🍅 🍕🍕cheesy shit 👌🎩👓🎩👍🎩👓🎩👍🎩 euphowic wogic !euphowic wogic👌 dats ✔ some euphowic👌💻 wogic wight👌💻dewe👌👍👌 caww 🔭 sagan🌌💫if i do ƽaү so gentwemen 💯 i say so 💯 dats euphowic wogic wight dewe wichawd 📒 dawkins🎩 (chowus: socwates died fow dis shit) mmmmmꮇм💯 👌👓👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🎩 👌 💯 👌 👓🎩🎩🎩 👍👌euphowic wogic swam me de fuck up 👌👀👌👀👌👀👌👀👌👀 john cena john cena👌 john ✔ cena john👌👌cena john👌👌cena👌👌👌 john✔cena ✔✔u can't see me if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌john cena potentiawwy sign me de fuck up 👋👀👋👀👋👀👋👀👋👀 avewage shit modewa̷̶te shit 👋 dats some awwight 👋👋shit wight 👋👋 d 👋 ewe 👋👋👋 wight 🆗 dewe 🆗 if i do ƽaү so my sewf🆗 i say so 🆗 dat couwd be what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🆗 👋 👋👋нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👋 👋👋 👋 🆗 👋 👀 👀 👀 👋👋not outstanding shit 👌👽👌👽👌👽 ayy wmao ayyy wmao good wmao👌 dats ✔ some ayyy👌👌wamayo wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do wmao so my sewf 💯 i ayyy so 💯 dats what im pwobing about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌aaayyyyyyyyyyyyyyyyyyyʸʸʸʸʸʸʸʸ👌 👌👌 👌 💯 👌 👽👽👽👌👌ayy wmao 🐸♊️🐸♊️🐸♊️🐸♊️🐸♊️ good memes go౦ԁ memes🐸 dats 🔫🔫some good🐸🐸memes wight🐸🐸d 🐸 ewe🐸🐸🐸 wight🔫dewe 🔫🔫if i do ƽaү so my sewf ❓❗️👟👟❓❗️ i say so ❓❗️👟👟❓❗️ dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм❓❗️👟👟❓❗️ 🐸🐸 🐸нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🐸 🐸🐸 🐸 ❓❗️👟👟❓❗️ 🐸 ♊️ ♊️ ♊️🐸🐸good memes 💩🐃💩🐃💩🐃💩🐃💩🐃 buww shit buww shit💩 dats ✖️ some buww💩💩shit wight💩💩d 💩 ewe💩💩💩 wight✖️dewe ✖️✖️if i do ƽaү so my sewf ‼️ i say so ‼️ dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм‼️ 💩💩 💩ho0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💩 💩💩 💩 ‼️ 💩 🐃 🐃 🐃 💩💩buww shit do not sign me de fuck up 👎👀👎👀👎👀👎👀👎👀 bad shit ba̷̶ ԁ shit 👎 dats ❌ some bad 👎👎shit wight 👎👎 d 👎 ewe 👎👎👎 wight ❌ dewe ❌ ❌ if i do ƽaү so my sewf🚫 i say so 🚫 dats not what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм 🚫 👎 👎👎нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ 👎 👎👎 👎 🚫 👎 👀 👀 👀 👎👎bad shit 👌👀👌👀👌👀👌👀👌👀 good shitposting go౦ԁ shitposting👌 dats ✔ some good👌👌shitposting wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌good shitposting wife me de fuck up 👭👀👭👀👭👀👭👀👭👀 gay shit gⓐy shit👭 dats 💍 some gay👭👭shit wight👭👭d 👭 ewe👭👭👭 wight💍dewe 💍💍if i do ƽaү so my sewf 💒 i say so 💒 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💒 👭👭 👭нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👭 👭👭 👭 💒 👭 👀 👀 👀 👭👭gay shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 🎃👻🎃👻🎃👻👻👻🎃👻 spooky shit spooky shit🎃 dats ✔ some spooky🎃🎃shit wight🎃🎃d 🎃 ewe🎃🎃🎃 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 🎃🎃 🎃нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🎃 🎃 🎃 🎃 💯 🎃 👻👻 👻 🎃🎃spooky shit 💦💖💦💖💦💖💦💖💦💖 good cummymies go౦ԁ cummies💦 dats ✔ some good💦💦cummymies wight💦💦dewe💦💦💦 wight✔dewe ✔✔if my 👪daddydy👪 say so him sewf 😽 i say so 💯 dats what hes tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmм💯 💦💦 💦нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ💦 💦💦 💦 💯 💦 💖 💖 💖 💦💦good cummymies~ fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit fwiendzone me de fuck up ❤️😍❤️😍❤️😍❤️😍❤️ m'wady shit m'wady shit❤️ dats ✔ some m'wady 😍😍shit wight❤️❤️dewe😍😍😍 wight✔dewe ✔✔if i do ƽaү so my sewf 🙇 i say so 🙇 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🙇 😍😍😍нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ😍😍😍😍 🙇 😍 ❤️ ❤️ ❤️ 😍 ❤️ m'wady shit 👴📅👴📅👴📅👴📅👴📅 owd shit 0wd shit👴 dats 💾 some owd👴👴shit wight👴👴d 👴 ewe👴👴👴 wight💾dewe 💾💾if i do ƽaү so my sewf 🕙 i say so 🕥 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🕔 👴👴 👴нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👴 👴👴 👴 🕣 👴 📅 📅 📅 👴👴owd shit 👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆👌🏿🍆 good dick go౦ԁ dick👌🏿 dats ✔ some good👌🏿👌🏿dick wight👌🏿👌🏿dewe👌🏿👌🏿👌🏿 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌🏿👌🏿 👌🏿нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌🏿👌🏿👌🏿👌🏿 💯 👌🏿 🍆🍆🍆 👌🏿👌🏿good dick 💉🔪 💉🔪💉🔪edgy shit edgy shit 🔪dats 🔫some edgy💉💉 shit wight 🔪d🔪 ewe💉💉💉 wight dewe 🚬🚬if i do ƽaү so my sewf 🔫i say so 🔫 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм🔫 🔪🔪🔪нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔪🔪🔪 🔫 💉💉 🔪🔪 edgy shit 👌🌃👀👌🌃👀👌🌃👀👌🌃👀👌🌃👀 coow pic co౦w pic👌 🌃🌃🌃dats ✔ some coow👌🌃🌃👌pic wight👌🌃👌dewe👌🌃👌🌃👌 wight✔dewe ✔🌃✔if i do ƽaү so 🌃🌃my sewf 💯 i say so 💯 dats what im tawking about wight 🌃dewe wight dewe (chowus:coow pic ) mmmmmꮇм💯 👌👌 🌃 🌃👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌🌃🌃👌 👌 💯 👌🌃 👀 🌃👀🌃 👀 👌👌coow pic 👌👀👌👀👌👀👌👀👌👀 neato stuff neat౦ stuff👌 dats ✔ some neato👌👌stuff wight👌👌dewe👌👌👌 wight✔dewe ✔✔if i do ƽaү so my sewf 💯 i say so 💯 dats what im tawking about wight dewe wight dewe (chowus: ʳᶦᵍʰᵗ ᵗʰᵉʳᵉ) mmmmmꮇм💯 👌👌 👌нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ👌 👌👌 👌 💯 👌 👀 👀 👀 👌👌neato stuff 🔝👀🔝👀🔝👀🔝👀🔝👀 up votes up votes 🔝dats ✔ some up 🔝🔝 votes fwont 🔝🔝page 🔝🔝🔝wight✔dewe ✔✔if i do vote so my sewf 🆙 i vote so 🆙 dats what im tawking about fwont page fwont page (chowus: ᶠʳᵒᶰᵗ ᵖᵃᵍᵉ) mmmmmꮇм🆙 🔝🔝🔝 нo0оଠoooooоଠଠooooᵒᵒᵒᵒᵒᵒᵒᵒᵒ🔝 🔝🔝 🔝 🆙 🔝 👀 👀 👀 🔝🔝 up vote uwu \\n\\n tag me to uwuize comments uwu ... 9.464871e-08 \n", "22279 videos in this thread:\\n\\n[watch playlist &#9654;](http://subtletv.com/_r6hxlwq?feature=playlist&nline=1)\\n\\nvideo|comment\\n-|-\\n(1) [childish gambino - redbone (official audio)](http://www.youtube.com/watch?v=kp7esuu9oy8) (2) [calvin harris - slide (audio preview) ft. frank ocean & migos](http://www.youtube.com/watch?v=wfqqazbowfq) (3) [attack on titan season 2 ost - youseebiggirl/t:t「vo gel im käfig 2.0」](http://www.youtube.com/watch?v=zwrfjb8hkpm) (4) [back number - 「ハッピーエンド」music video](http://www.youtube.com/watch?v=hzwdxge2anm) (5) [ookami kodomo no ame to yuki ost - okaasan no uta](http://www.youtube.com/watch?v=asqxj28pi44) (6) [dsps「我會不會又睡到下午了 sleep till afternoon」full ep](http://www.youtube.com/watch?v=z9mh-oz2b-y)|[+10](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1wzg3?context=10#dj1wzg3) - childish gambino - redbone calvin harris - slide sawano hiroyuki - youseebiggirl/t:t (shingeki no kyojin s2 ost) back number - 「ハッピーエンド」 ookami kodomo no ame to yuki ost - okaasan no uta dsps「我會不會又睡到下午了 sleep till afternoon」full ep\\n(1) [the black keys - gold on the ceiling [official music video]](http://www.youtube.com/watch?v=6ycidkfi7ew) (2) [alt-j - in cold blood (official video)](http://www.youtube.com/watch?v=rp0uui80wuy) (3) [angus & julia stone - heart beats slow](http://www.youtube.com/watch?v=wtsinsfy6dk) (4) [lord huron - meet me in the woods](http://www.youtube.com/watch?v=d5axbagbvto) (5) [bastille - send them off!](http://www.youtube.com/watch?v=vn-6fivkaca)|[+6](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20qgd?context=10#dj20qgd) - thank you so much for the shout-out!! :) i don't have any video games scores this time around but here's what i've been listening to lately: the black keys - gold on the ceiling alt-j - in cold blood angus & julia stone - heart beats slow lord huro...\\n(1) [mf doom - rapp snitch knishes feat. mr. fantastik](http://www.youtube.com/watch?v=vpd5olhccpw) (2) [anderson .paak - come down (official video)](http://www.youtube.com/watch?v=-oqrcuvrbry) (3) [future - mask off (remix) feat. kendrick lamar](http://www.youtube.com/watch?v=crwi4cgc138) (4) [isaiah rashad - 4r da squaw](http://www.youtube.com/watch?v=nppkpgdc_u0) (5) [[hd] the protomen - act ii - light up the night](http://www.youtube.com/watch?v=gklvpt9z3fa) (6) [new fang](http://www.youtube.com/watch?v=s7_vh3h8lpi)|[+4](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1yphu?context=10#dj1yphu) - rapp snitch knishes - mf doom (feat. mr. fantastik) come down - anderson .paak mask off (remix) - future (feat. kendrick lamar) 4r da squaw - isaiah rashad light up the night - the protomen new fang - them crooked vultures\\n(1) [we love katamari soundtrack - everlasting love (song 6)](http://www.youtube.com/watch?v=lf64_rjk8dy) (2) [katamari damacy soundtrack - 05 - lonely rolling star](http://www.youtube.com/watch?v=7_qydnxi_ok) (3) [katamari forever soundtrack - sayonara rolling star (yuri‘s mixx)](http://www.youtube.com/watch?v=6wxsgdsrt3k) (4) [katamari on the wings - katamari forever official soundtrack](http://www.youtube.com/watch?v=qlpw24at-b8)|[+4](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj1z23e?context=10#dj1z23e) - not much kpop since last time, but katamari damacy music sure is groovy everlasting love lonely rolling star sayonara rolling star (yuri‘s mixx) katamari on the wings super excited for mamamoo and blackpink's comebacks tho\\n(1) [telescope - cage the elephant](http://www.youtube.com/watch?v=9oceh6g6whc) (2) [bombay bicycle club - lamplight](http://www.youtube.com/watch?v=jtm2qt6trnk) (3) [andy shauf - \"the magician\"](http://www.youtube.com/watch?v=pn0rpwii7gy) (4) [daniel caesar - we find love](http://www.youtube.com/watch?v=s3gkxnbdu2g)|[+3](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj22x72?context=10#dj22x72) - cage the elephant - telescope bombay bicycle club - lamplight andy shauf - the magician daniel caesar - we find love\\n(1) [angus & julia stone \"big jet plane\" (taratata jui. 2010)](http://www.youtube.com/watch?v=pbabmdwbej8) (2) [angus and julia stone yellow brick road (live in paris)](http://www.youtube.com/watch?v=wk-8bvrhoio)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2rre3?context=10#dj2rre3) - oooo angus & julia stone, good taste. i like their old stuff more though e.g. big jet plane, yellow brick road, etc. (from the album: down the way) here's a remix of one of their newer songs that i quite like too: a heartbreak (odesza remix)\\n(1) [angus & julia stone - santa monica dream](http://www.youtube.com/watch?v=kvdwqhttpke) (2) [angus and julia stone - and the boys [official music video]](http://www.youtube.com/watch?v=rudc1frz22e) (3) [julia stone - you're the one that i want](http://www.youtube.com/watch?v=-oiblvtgz0y)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2ugwe?context=10#dj2ugwe) - oh man, i absolutely adored big jet plane and yellow brick road back in the day and still do. :) a few of my other favorites include santa monica dream, and the boys, and their cover of you're the one that i want!\\n(1) [the growlers - the daisy chain live austin 2017](http://www.youtube.com/watch?v=asohi4nqjym) (2) [n.i.b - black sabbath subtitulado](http://www.youtube.com/watch?v=rartxysszsa) (3) [the who - 1921](http://www.youtube.com/watch?v=wow_0nuapj4) (4) [the beach boys- surfer girl (1964)](http://www.youtube.com/watch?v=cwwusowyad0)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20cvl?context=10#dj20cvl) - daisy chain-the growlers n.i.b- black sabbath 1921-the who and it wouldn't be june without surfer girl-the beach boys\\n(1) [face - brockhampton](http://www.youtube.com/watch?v=_nwyieq4wd0) (2) [brockhampton - saturation (full)](http://www.youtube.com/watch?v=vtdn_5f4sxu)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj20kod?context=10#dj20kod) - face - by brockhampton. the whole saturation album is great but i've been listening to this non-stop\\n(1) [xxxtentacion - r.i.p. roach 'east side soulja' ft. $ki mask 'the slump god'](http://www.youtube.com/watch?v=5cjtiibtvts) (2) [2 chainz - good drank ft. gucci mane, quavo](http://www.youtube.com/watch?v=hxs1fwcgow4)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj22jvg?context=10#dj22jvg) - for the last two months ... damn - kendrick lamar (album) teenage emotions - lil yachty (album) jeffery - young thug (album) rip roach - xxxtentacion playboi carti - playboi carti (album) black heart revenge - wifisfuneral (album) ransom 2 - ...\\n(1) [the districts - young blood](http://www.youtube.com/watch?v=kxxdqjhrrfo) (2) [the national - \"about today\"](http://www.youtube.com/watch?v=ipx8qwt2fva) (3) [pallbearer - foreigner](http://www.youtube.com/watch?v=tyzp8n-vlc4)|[+2](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj24951?context=10#dj24951) - the districts - young blood the national - about today pallbearer - foreigner get to see all three in vancouver this year! also wanted to go to fleet foxes but tickets are sold out and really expensive :(\\n(1) [lord huron - the night we met](http://www.youtube.com/watch?v=ktlgyxa6bmu) (2) [lord huron - the world ender](http://www.youtube.com/watch?v=3rdiy9izatq) (3) [lord huron - she lit a fire (official)](http://www.youtube.com/watch?v=vuxh-jw-c-w)|[+1](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2urda?context=10#dj2urda) - lord huron's absolutely incredible and i'm just happy that they're getting so much traction now ever since the night we met blew up. the world ender is one of my favorite songs of all time, as is she lit a fire.\\n(1) [mbilia bel - douceur](http://www.youtube.com/watch?v=hl4uin0fdnm) (2) [david allan coe - willie, waylon and me](http://www.youtube.com/watch?v=eebcd6s2zw8) (3) [djodje - beijam (official music video)](http://www.youtube.com/watch?v=ejvr5s0gafs)|[+1](https://www.reddit.com/r/ubc/comments/6hxlwq/_/dj2tufb?context=10#dj2tufb) - m'bilia bel - doucer david allan coe - willie, waylon, and me djodje - beijam\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r6hxlwq?feature=playlist&ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit) ... 3.109427e-07 \n", "72288 videos in this thread: [watch playlist &#9654;](http://subtletv.com/_r647vn1?feature=playlist)\\n\\nvideo|comment\\n-|-\\n[porter robinson & madeon - shelter (official video) (short film with a-1 pictures & crunchyroll)](http://www.youtube.com/watch?v=fzq6graeoy0)|[+9](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0a1gd?context=10#dg0a1gd) - shelter cries\\n(1) [前前前世 (movie ver.) radwimps mv](http://www.youtube.com/watch?v=pdskfemvnfs) (2) [フレンズ「塩と砂糖」](http://www.youtube.com/watch?v=l8dt3iobjyi) (3) [red velvet 레드벨벳_rookie_music video](http://www.youtube.com/watch?v=j0h8-otc38i) (4) [k.a.r.d - don`t recall m/v](http://www.youtube.com/watch?v=41dp7q-sm1y) (5) [[mv] gfriend(여자친구) _ fingertip](http://www.youtube.com/watch?v=i1n_1jrueju) (6) [pristin - black widow [eng/rom/han] color coded lyrics](http://www.youtube.com/watch?v=zvrpnr_iinm)|[+8](https://www.reddit.com/r/ubc/comments/647vn1/_/dg04sq3?context=10#dg04sq3) - because i watched kimi no na wa yesterday: zen zen zense some super catchy upbeat j-pop: フレンズ -「塩と砂糖」 and more k-pop! red velvet - rookie kard - don't recall gfriend - fingertip pristin - black widow\\n(1) [【うどんの国の金色毛鞠 opテーマ】weaver 「s.o.s.」music video](http://www.youtube.com/watch?v=eye7uwybjm4) (2) [weaver 「koko」music video](http://www.youtube.com/watch?v=swiuqurwoz0) (3) [aimer - ninelie](http://www.youtube.com/watch?v=gn24w_psmpe) (4) [dnaの階段 - hello $1 l audio + lyrics)](http://www.youtube.com/watch?v=xveoqrhxidu) (5) [man with a mission - dead end in tokyo](http://www.youtube.com/watch?v=jjiik9vcisa)|[+6](https://www.reddit.com/r/ubc/comments/647vn1/_/dg08em4?context=10#dg08em4) - j-pop, some of these videos are aesthetic af weaver - s.o.s. weaver - koko aimer - ninelie hello sleepwalkers - dnaの階段 not sure about genre but i like the video: man with a mission - dead end in tokyo\\n(1) [toe - goodbye / グッドバイ (cut_dvd with toki asako)](http://www.youtube.com/watch?v=e0rwnzd_b_k) (2) [toe - you go (cut_dvd)](http://www.youtube.com/watch?v=3xrjrceuo10) (3) [toe - two moons](http://www.youtube.com/watch?v=lacsvdolhlu) (4) [madeon - only way out (audio) ft. vancouver sleep clinic](http://www.youtube.com/watch?v=nxgk_gcq09g) (5) [vancouver sleep clinic - someone to stay (audio)](http://www.youtube.com/watch?v=xnvz4fzksu8) (6) [vancouver sleep clinic - lung (animated video)](http://www.youtube.com/watch?v=gyyuzmee0x8) (7) [vancouver sleep clinic - killing me to love you (official video)](http://www.youtube.com/watch?v=asu8c78khkm)|[+5](https://www.reddit.com/r/ubc/comments/647vn1/_/dg02eh7?context=10#dg02eh7) - thank you for the shoutout! i don't mind at all :) i just thought that it wasn't needed anymore because of the music sharing channel on the /r/ubc discord chat, but i guess it'd still be good to have a monthly thread for those who don't use discord! ...\\n(1) [babymetal - ijime,dame,zettai - live at sonisphere 2014,uk (official)](http://www.youtube.com/watch?v=ro-_cbfdrye) (2) [do u wanna - arctic monkeys vs. 2pac (mashup)](http://www.youtube.com/watch?v=rk0k1dohiuw) (3) [the mars volta - goliath](http://www.youtube.com/watch?v=lrwmmf2qs14) (4) [does it offend you, yeah? - we are the dead](http://www.youtube.com/watch?v=wq6mo5g6lfk)|[+5](https://www.reddit.com/r/ubc/comments/647vn1/_/dg08u3h?context=10#dg08u3h) - my official standard for whether or not music is good is whether or not the person making it seems to be having fun. on these grounds, i've been listening to... babymetal. i'm not a metalhead, by any means, but the instrumentals are clearly super...\\n[lofi hip hop radio - beats to relax/study to](http://www.youtube.com/watch?v=yiylbf-qhfy)|[+4](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0f919?context=10#dg0f919) - this lofi hip hop channel has become my go-to writing music this term.\\n(1) [final fantasy xv ost - up for the challenge (cleigne battle theme)](http://www.youtube.com/watch?v=fh4_jfbt_xq) (2) [50. sunset waltz - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=ctlvozpuffi) (3) [05. wanderlust - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=epq0qzg6hjm) (4) [final fantasy xv ost - somnus ultima](http://www.youtube.com/watch?v=398-9lp53de) (5) [95. dewdrops at dawn - final fantasy xv original soundtrack](http://www.youtube.com/watch?v=zzoobswc3mm) (6) [final fantasy xv ost - apocalypsis noctis](http://www.youtube.com/watch?v=gii1symgobk)|[+3](https://www.reddit.com/r/ubc/comments/647vn1/_/dg01sp1?context=10#dg01sp1) - i'll go! i recently started and finished playing ffxv and saying that the soundtrack is a work of genius would be a vast understatement in my opinion. here are a couple of my favorites: up for the challenge sunset waltz wanderlust somnus ultima dew...\\n[trappin in heaven](http://www.youtube.com/watch?v=rehf0df2dic&t=2s)|[+3](https://www.reddit.com/r/ubc/comments/647vn1/_/dg02x6a?context=10#dg02x6a) - i'm not sure what to call this but i found out about it a couple weeks ago, and it's basically all i listen to when i study.\\n[ladybaby \"ニッポン饅頭 / nippon manju \"music clip](http://www.youtube.com/watch?v=m8-vje-bq9c)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0tyyf?context=10#dg0tyyf) - if you like babymetal, you might enjoy ladybaby too!\\n[rag'n'bone man - human (official video)](http://www.youtube.com/watch?v=l3wkzyin1yk)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg01mst?context=10#dg01mst) - rag'n'bone man, human\\n[built to spill - keep it like a secret - full album - 1999](http://www.youtube.com/watch?v=qfzsxc6wh0a)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0mav8?context=10#dg0mav8) - built to spill - keep it like a secret (alternative rock)\\n(1) [kingdom hearts orchestra -world tour- full ost (interactive)](http://www.youtube.com/watch?v=rqcjtwp1ehq) (2) [final fantasy orchestral album](http://www.youtube.com/watch?v=liawp_mcizy) (3) [the legend of zelda 25th anniversary orchestra full ost](http://www.youtube.com/watch?v=ywbyu_qubns) (4) [london philharmonic orchestra - greatest video game music album 1 - complete](http://www.youtube.com/watch?v=zyvwodejmxw) (5) [final fantasy xv live at abbey road studios](http://www.youtube.com/watch?v=t0dabzg9gbm)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0mfih?context=10#dg0mfih) - i find orchestral music good for studying as each song has a tendency to flow into the next one. kingdom hearts orchestra -world tour- final fantasy orchestral album the legend of zelda: 25th anniversary orchestra london philharmonic orchestra - ...\\n[#ghiblijazz#cafe music - relaxing jazz & bossa nova music - studio ghibli cover](http://www.youtube.com/watch?v=3jwrrafho7m)|[+2](https://www.reddit.com/r/ubc/comments/647vn1/_/dg0vfji?context=10#dg0vfji) - ghibli jazz\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r647vn1?feature=playlist&ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit) ... 3.243394e-07 \n", "16210 list of all available movies (1/3):\\n\\n* 1984 (1984)\\n* 2001 a space odyssey\\n* 28 days\\n* 3 hearts (subtitled)\\n* 300\\n* 3:10 to yuma (2007) (domestic)\\n* 4 little girls\\n* 42\\n* 42nd street\\n* 50/50\\n* a ballerina's tale\\n* a beautiful mind\\n* a better life\\n* a clockwork orange\\n* a doll's house\\n* a dry white season\\n* a face in the crowd\\n* a few good men\\n* a fistful of dollars\\n* a funny thing happened on way to forum\\n* a history of violence\\n* a knight's tale\\n* a league of their own\\n* a man for all seasons\\n* a midsummer night's dream (1935)\\n* a nightmare on elm street (1984)\\n* a passage to india\\n* a place in the sun\\n* a raisin in the sun (1961)\\n* a serious man\\n* a single man\\n* a streetcar named desire\\n* a time to kill\\n* a very long engagement (st)\\n* a.i. artificial intelligence\\n* absence of malice\\n* adaptation\\n* after the ball (2015)\\n* ai weiwei - never sorry\\n* akeelah and the bee\\n* akira kurosawa's dreams (st)\\n* albert nobbs\\n* alexander the great\\n* all quiet on the western front (1930)\\n* all that heaven allows\\n* all the king's men (1949)\\n* all the president's men\\n* almost famous\\n* amelie (st)\\n* america - imagine the world without her\\n* american beauty\\n* american dream (1989)\\n* american gangster\\n* american graffiti\\n* american history x\\n* american psycho\\n* american sniper\\n* amistad\\n* amores perros (subtitled)\\n* amy (2015)\\n* an american in paris\\n* an inconvenient truth\\n* anatomy of a murder\\n* and justice for all\\n* andersonville\\n* angela's ashes\\n* anna karenina (2012)\\n* annie (2014)\\n* antitrust\\n* any given sunday\\n* apollo 13\\n* arctic tale\\n* argo\\n* arrival\\n* artemisia (st)\\n* as good as it gets\\n* atonement\\n* august osage county\\n* awakenings (1990)\\n* away from her\\n* ay carmela (st)\\n* babel\\n* babies\\n* baby boom\\n* baby face\\n* back to the future\\n* badlands\\n* bagdad cafe\\n* bamboozled\\n* barefoot in the park\\n* barry lyndon\\n* batman (1989)\\n* beat street\\n* becoming warren buffett\\n* before night falls\\n* before the rain (subtitled)\\n* beginners\\n* being john malkovich\\n* being there\\n* ben hur (1959)\\n* beowulf (domestic)\\n* better luck tomorrow\\n* beyond silence (subtitled)/ jenseits der stille\\n* big eyes\\n* big fish\\n* big night (1996)\\n* bigger stronger faster\\n* billy budd\\n* billy elliot\\n* biutiful (subtitled)\\n* black hawk down\\n* black or white\\n* black robe\\n* blackfish\\n* blade runner - the final cut\\n* blancanieves\\n* blazing saddles\\n* bless me ultima\\n* blood diamond\\n* blood work\\n* bloody sunday\\n* blow out\\n* blow up\\n* blow\\n* blue velvet\\n* body heat\\n* boiler room\\n* bonnie and clyde\\n* bowling for columbine\\n* boyhood\\n* boyz n the hood\\n* bram stoker's dracula\\n* brazil (1985)\\n* breakfast at tiffany's\\n* breathless (1983)\\n* brick\\n* bride and prejudice\\n* bridget jones's diary (domestic)\\n* bright star\\n* brokeback mountain\\n* broken horses\\n* bruno\\n* buck and the preacher\\n* bull durham\\n* bully (2012)\\n* burn\\n* butterfly / la lengua de las mariposas (2000)(st)\\n* by the people the election of barack obama\\n* c.o.g.\\n* cabaret\\n* candyman\\n* capitalism a love story\\n* capote\\n* captain phillips\\n* caramel / sukkar banat (st)\\n* carol\\n* carrie (1976)\\n* casablanca\\n* cat on a hot tin roof\\n* cat people (1943)\\n* catfish\\n* cave of forgotten dreams\\n* cesar chavez\\n* chappie\\n* chariots of fire\\n* charlie and the chocolate factory\\n* charlie wilson's war\\n* chi raq\\n* chicago\\n* children of a lesser god\\n* children of men\\n* chinatown\\n* chocolat (2000)\\n* cinderella man (domestic)\\n* cinema paradiso\\n* citizen kane\\n* citizen u.s.a. a 50 state road trip\\n* citizenfour\\n* city of angels\\n* city of god (st)\\n* clash of the titans (1981)\\n* close encounters of the third kind directors cut\\n* cloud atlas\\n* clueless\\n* coach carter\\n* cold mountain\\n* collateral (domestic)\\n* coming home\\n* concussion (2015)\\n* contact\\n* contagion (2011)\\n* control room\\n* cool hand luke\\n* cooley high\\n* coraline\\n* coriolanus\\n* crash (2005) (domestic)\\n* creed\\n* crime of father amaro / el crimen del padre amaro (subtitled)\\n* crimes and misdemeanors\\n* crossroads (1986)\\n* cry the beloved country\\n* cymbeline\\n* dallas buyers club\\n* dancer in the dark\\n* dances with wolves\\n* dangerous liaisons\\n* dante's peak\\n* das boot (sub-titled)\\n* days of glory / indigenes (st)\\n* days of heaven\\n* dead man walking (domestic)\\n* dear white people\\n* death in venice\\n* defending your life\\n* deliverance\\n* despicable me\\n* devil in a blue dress\\n* dior and i\\n* dirty harry\\n* dirty pretty things\\n* district 9\\n* divergent\\n* django unchained (domestic)\\n* do i sound gay\\n* do the right thing\\n* dog day afternoon\\n* dogville\\n* don juan demarco\\n* double indemnity\\n* doubt\\n* dr. jekyll and mr. hyde (1932)\\n* dr. no\\n* dr. strangelove\\n* dracula (1931)\\n* drive (2011)\\n* driving miss daisy\\n* duck soup\\n* duel\\n* east of eden\\n* easy rider\\n* eat drink man woman (subtitled)\\n* edge of tomorrow\\n* eight men out\\n* el cid\\n* el mariachi (subtitled)\\n* elizabeth\\n* elysium\\n* embrace of the serpent (subtitled)\\n* enron the smartest guys in the room\\n* erin brockovich (domestic)\\n* escape fire the fight to rescue american healthcare\\n* et the extra terrestrial (restored)\\n* eternal sunshine of the spotless mind\\n* ethan frome\\n* europa europa (subtitled)\\n* eve's bayou\\n* everest (2015)\\n* ex machina (domestic)\\n* excalibur\\n* existenz\\n* experimenter\\n* exporting raymond\\n* extreme measures\\n* eye in the sky\\n* eyes wide shut\\n* fahrenheit 9/11\\n* falling down\\n* far from heaven\\n* fargo (domestic)\\n* fast times at ridgemont high\\n* fatal attraction\\n* fed up\\n* fellini satyricon (sub-titled)\\n* fences\\n* ferris bueller's day off\\n* fiddler on the roof\\n* field of dreams\\n* finding forrester\\n* fireproof\\n* flags of our fathers (domestic)\\n* flow for love of water\\n* flyboys\\n* food inc\\n* for colored girls\\n* forbidden planet\\n* forks over knives\\n* forrest gump\\n* foxy brown\\n* frank\\n* frankenstein (1931)\\n* frankie and alice\\n* freakonomics\\n* freaks\\n* freedom writers\\n* frida\\n* fried green tomatoes\\n* frost / nixon\\n* fruitvale station\\n* full metal jacket\\n* fun with dick and jane (2005)\\n* fury (2014)\\n* gallipoli\\n* gandhi\\n* gangs of new york (2002)\\n* gattaca\\n* get on the bus\\n* gettysburg\\n* ghost world\\n* ghosts of mississippi\\n* gifted hands the ben carson story\\n* gilda\\n* girl interrupted\\n* girl with a pearl earring\\n* girlfight\\n* gladiator (2000)\\n* glengarry glen ross\\n* glory (1989)\\n* gold diggers (1933)\\n* goldfinger ... 3.843436e-07 \n", "2683 > we elect our presidents based on electoral vote.\\n\\nthe electoral vote is not working as intended when it's rewarding the loser and punishing the winner. [america picked hillary](http://i.imgur.com/wctuiph.png).\\n\\n>like whom?\\n\\nlike the corrupt oligarchs [he does business with and owes debt to](http://talkingpointsmemo.com/edblog/trump-putin-yes-it-s-really-a-thing).\\n\\n> obama wire taps\\n\\nobama never wiretapped him.\\n\\n>and the intelligence community found no nefarious connections with trump to russia\\n\\nbullshit. the fbi (pro-republican), the cia, and the united states department of homeland security [have all come to the same exact conclusion](https://www.washingtonpost.com/politics/clinton-blames-putins-personal-grudge-against-her-for-election-interference/2016/12/16/12f36250-c3be-11e6-8422-eac61c0ef74d_story.html?utm_term=.e0e2abdb5ae8) (that russia is directly responsible for the hack and interfering with our democracy to assist trump), and have agreed on the scope of their involvement as well. this much was released in the declassified information.\\n\\nas far as trump's campaign: sessions lied. manafort lied. flynn lied. stone lied. page lied. trump lied. kushner lied. conway & spicer lie daily. if that's not enough for you then your head is clearly up your ass and you're being complicit on purpose. why do you hate democracy?\\n\\n>clinton however has business ties to the middle east.\\n\\nno she doesn't. she doesn't even have any businesses. you're buying into thoroughly debunked right-wing horseshit. \\n\\ntrump, on the other hand, [has several business ties to the middle east](https://www.washingtonpost.com/politics/countries-where-trump-does-business-are-not-hit-by-new-travel-restrictions/2017/01/28/dd40535a-e56b-11e6-a453-19ec4b3d09ba_story.html?utm_term=.4b20a441f86e) including saudi arabia which is why these countries were not included in his travel ban despite having produced terrorists. the only excluded majority-muslim nations were the ones where the trump organization is active.\\n\\nalso, by the way, screaming \"but hillary\" is not going to hide the flaws of your crooked, corrupt, authoritarian shitstain excuse for a candidate. deflecting to hillary every time you're put into a hard spot about trump only serves to make you look like a fool.\\n\\n>your point?\\n\\ni think i've made myself clear.\\n\\n>you have any proof of their innocence?\\n\\nyes, [science](https://www.theguardian.com/us-news/2016/feb/17/central-park-five-donald-trump-jogger-rape-case-new-york). they were exonerated by dna evidence, and despite that he doubled down. why do you support someone who called for 5 innocent black teens to get the death penalty?\\n\\n>all of these allegations came out against him during this election, and shortly disappeared once he won the republican nomination\\n\\nno they didn't. he has been excused as sexual assault as far back as the 80s. his ex-wife telling his lawyer that he raped her (something he bragged about in his book) also happened a good 20 years before he decided to run for president.\\n\\n>unsubstantiated. hillary is responsible for more death than trump at the moment.\\n\\nfalse. hillary isn't responsible for any deaths. trump is already responsible for a botched yemen raid that was under his command. and even if you wanted to make a sophistry based argument, trump not paying income tax since before you were born has killed more people than anything hillary has done in her life.\\n\\n>wanted to put further sanctions on russia which very well could of started ww3.\\n\\nwrong. pulling out of nato, a trump position, would be the precursor to ww3 because that would give russia free reign to start invading countries again. \\n\\n>who said young black people were super predators\\n\\nno one said young black people were super predators.\\n\\n>if you're here illegally you need to leave.\\n\\n[unless you're a white woman dating a rich white man](http://www.vox.com/2016/11/5/13533816/melania-trump-illegal-immigrant). then it's okay!\\n\\n>sorry but i'd rather my tax dollars go to legal american citizens\\n\\nno, you'd [apparently](http://www.inquisitr.com/4035211/trump-once-promised-no-vacations-has-now-spent-five-weekends-at-mar-a-lago/) rather have your tax dollars go toward the vacations of a corrupt billionaire authoritarian con-man who has, ironically, never paid his fair share of tax in his life.\\n\\n>yet obama extended the patriot act twice\\n\\nfalse. obama never directly renewed the patriot act. he signed bipartisan bills, with compromises from both sides baked in, that renewed parts of it while disabling others such as ending the nsa's bulk collection of american telephone records.\\n\\nif you want to see who actually supports the patriot act (a right-wing republican creation that rank and file democrats vehemently opposed) and who doesn't, [look no further than the congress voting records](https://www.reddit.com/r/politics/comments/2pwhvt/the_differences_between_the_democratic_party_and/). republicans voted nearly 90% in favor of re-authorization while democrats were the opposite.\\n\\nit's one thing to criticize the patriot act, and another to criticize the patriot act while being a right-winger who is a responsible for it. do you have any sense of self-awareness?\\n\\n>also i'm a fan of police. #bluelivesmatter\\n\\ni love the police. i also hate pigs who abuse their authority, and racists who hide behind badges.\\n\\nthe police are not in danger. statistically being a garbage man is a [more dangerous job overall](http://thefreethoughtproject.com/cop-top-10-dangerous-jobs-country-tanks/). the police are never told they don't matter. black people, however, are routinely treated like their lives don't matter. the intellectually dishonest people like you who ignore the issue, fail to emphasize with people who go through discrimination and abuse, and try to change the subject with stuff like \"bluelivesmatter\" is exactly why #blacklivesmatter exists.\\n\\n>not sure how trump has \"institutionalized racism or sexism\"\\n\\n[he institutionalized it in his businesses](http://www.thedailybeast.com/articles/2015/12/15/doj-trump-s-early-businesses-blocked-blacks.html). and then he got elected and gave steve bannon, a vocal white supremacist, a white house position.\\n\\n>also trump wasn't considered a racist until he ran for president.\\n\\nwrong. he was actually investigated for by the department of justice [in the 70s](http://www.thedailybeast.com/articles/2015/12/15/doj-trump-s-early-businesses-blocked-blacks.html) for his racist housing practices.\\n\\n>so let's forget everything he's done for inner city communities which are primarily populated by poor black people.\\n\\nabsolutely nothing besides being a tax dodger who stole millions that would've been contributed to decaying roads and funding inner city schools. he is a dirty crook.\\n\\n>also just because he insulted rosie o'donnell and called her a pig does not make him sexist\\n\\nno. just [four decades of](https://www.reddit.com/r/enoughtrumpspam/comments/4r58wo/a_final_response_to_the_tell_me_why_trump_is/) sexism, misogynistic attitudes, gendered slurs, harassing on underage models, and collecting sexual assault allegations almost as fast as he collects bankruptcies.\\n\\n>he also doesn't hangout with convicted pedophiles on his private jets.\\n\\n[yes he does](http://www.dailywire.com/news/5556/7-things-you-need-know-about-trump-and-sex-slave-amanda-prestigiacomo). :)\\n\\n>only person screaming here is you snowflake.\\n\\nno, you've been screaming \"b-b-buh hillary\" for a while now to deflect away from having to defend your crooked, corrupt, authoritarian shitstain excuse for a candidate.\\n\\nand no one who supports trump is allowed to call anyone a snowflake. the irony. trump is the most thin-skinned easily offended manchild in politics, as are most of his supporters.\\n\\n>what regarding net neutrality? yea i don't want the government having more control over the internet than they already do. \\n\\nthis here tells me that you're a typical low information moron who doesn't take the time to fully understand issues, but forms opinions about them despite that. the exact kind of low intelligence easily manipulated person who would vote for trump.\\n\\nnet neutrality has **nothing** to do with government control over the internet. it's about the government putting regulations on corporations to prevent monopolies and to also prevent internet service providers from prioritizing certain kinds of traffic over others (such as throttling traffic to netflix and making customers buy a fast pass or 1 day pass if they want normal speed). on the contrary, it's fcc rules that prevents mega-corporations from putting their hands too deep into it which leaves it free and untouched for everyone. the election of trump is a net loss for internet freedom.\\n\\n>i'm not a fan of big government \\n\\nyes you are. what do you think massive military spending is?\\n\\nholy shit modern republicans are amazingly dumb sometimes.\\n\\n>but i am a fan of an open internet. trump, hillary, and the us government all lose in this category.\\n\\nhillary was actually significantly better than trump on internet freedom. trump wants to censor the internet in the name of \"combating terrorism\".\\n\\n>how so? would love a detailed break down on what 20 propositions he's made that violate the constitution and specifically what they violate in the constitution.\\n\\nthere's actually more than that. the aclu made a list of all of trumps [unconstitutional propositions](https://action.aclu.org/sites/default/files/pages/trumpmemos.pdf ). (it’s 28 pages long.)\\n\\n>i've yet to see him pass any legislation that prohibits free speech. \\n\\ntrump [on the constitution](https://thinkprogress.org/trump-first-amendment-too-much-protection-37e72ee16ea2#.shdeuyxme ), \"the first amendment has too much protection for free speech\". \\n\\n>i don't think you know what that word means.\\n\\nyes i [do](http://www.vox.com/2016/3/1/11127424/trump-authoritarianism). ... 4.008435e-07 \n", "2564 if there was any doubt, now's a good time to take a look at the evidence.\\n\\n#his actions\\n---------\\n[donald trump fought to include jews and blacks at palm beach golf course in 1990s](http://www.impulsetoday.com/donald-trump-fought-to-include-jews-and-blacks-at-palm-beach-golf-course-in-1990s/)\\n>“trump’s lawyer sent every member of the town council copies of two classic movies about discrimination: ‘a gentleman’s agreement,’ about a journalist who pretends to be jewish to expose anti-semitism, and ‘guess who’s coming to dinner’ about a white couple’s reaction to their daughter bringing home a black fiancé.”\\n\\n\"segregation at all-white private country clubs in the south had been common and many businesspeople would have looked the other way. but trump pushed for desegregation at the golf resort, which led to his bid winning.\"\\n\\n[donald trump worked with rev. jesse jackson to bring blacks and minorities into corporate america](http://www.liveleak.com/view?i=3d2_1451242991)\\n>\"vhs. bkg: donald trump worked with the rainbow-push coalition to bring blacks and minorities into corporate america. as potus he will transform the crime-ridden inner cities with business development and middle class jobs in the manufacturing and construction sectors through better trade deals and infrastructure projects.\"\\n\\nhires minorities in high level positions\\n\\n[lynne patton \"the trump family that i know\" - a black female trump executive speaks](https://youtu.be/lxakuo5naoy) \\n\\n[national spokesperson katrina pierson](http://rare.us/story/katrina-pierson-and-her-story-are-what-the-republican-party-desperately-needs/)\\n\\nwould a racist really do these things?\\n\\n#his policy\\n---------\\n[he advocates helping american blacks, knows they have been treated very badly](https://youtu.be/9hdnvsdmxlu)\\n\\n[black pro trump protester: blacks are out of jobs due to mexican immigration, ‘trump for president!’](http://www.breitbart.com/video/2016/03/19/black-pro-trump-protester-tells-breitbart/) - the wall will help reduce black unemployment \\n\\n[donald trump: jobs will solve the problems black americans face](http://www.truthdig.com/eartotheground/item/donald_trump_jobs_will_solve_black_americans_problems_20160324)\\n\\nwould a racist really be so in favor of helping american blacks?\\n\\n#his words\\n---------\\nhe constantly talks about his respect for people for people of racially different countries.\\n\\n[donald trump: \"i love the mexican people\"](https://youtu.be/am-7rquzyji)\\n\\n[trump on the border](http://www.businessinsider.com/donald-trumps-epic-statement-on-mexico-2015-7)\\n>\"many fabulous people come in from mexico and our country is better for it. but these people are here legally, and are severely hurt by those coming in illegally,\" wrote trump. \"i am proud to say that i know many hard working mexicans-many of them are working for and with me…and, just like our country, my organization is better for it.\" \\n\\n[donald trump: \"i like china\"](https://youtu.be/hl7o6np84pg)\\n\\nwould a racist be happy to talk about his respect for other cultures?\\n\\n#his support\\n---------\\n[he has the highest support from minorities for a republican candidate in decades.](http://www.thegatewaypundit.com/2016/06/trump-track-win-black-votes-republican-candidate-since-1960/)\\n\\n[mississippi’s first black mayor charles evers endorses trump for president](https://youtu.be/77syq2qn7c8)\\n\\n[geraldo rivera: trump is not racist, actually the least racist person](https://youtu.be/ac5l_yor0nc)\\n\\n[american indians for trump](http://www.americanbazaaronline.com/2016/01/27/dr-a-d-amar-is-president-of-new-pac-indian-americans-for-trump-2016/)\\n\\n[muslim community leader supports trump's proposed ban](https://youtu.be/kp97premx4y)\\n[\\nmeet the muslims, sikhs and hindus supporting trump](http://www.bbc.com/news/election-us-2016-35758156)\\n\\n[black republican group endorses donald trump](http://www.cnn.com/2016/01/23/politics/donald-trump-black-republicans/)\\n\\n[minorities line up behind donald trump](http://www.wnd.com/2015/12/minorities-line-up-behind-donald-trump/)\\n\\n[rev. darrell scott of new spirit revival center on hannity](https://youtu.be/ajokwqpemsu?t=1580)\\n[\\nmsnbc absolutely embarrasses itself while trying to push the donald trump racist agenda](https://streamable.com/3m8l)\\n\\n[black trump supporter accosted by black lives matter protesters](https://youtu.be/gi9mcvk2mgs)\\n\\n[black lives matter, racism: a conservative perspective \\(larry elder interview\\)](https://youtu.be/piwabo6u43u)\\n\\nare all these people just stupid or self-hating?\\n\\n#his money\\n---------\\n[list of a few publicly known charities trump donates to](https://www.looktothestars.org/celebrity/donald-trump)\\n\\n[raising malawi](https://www.looktothestars.org/charity/raising-malawi)\\n>\"volunteer organization which helps orphans in one of the poorest countries in the world (malawi) by providing water, food, medical care and schooling.\"\\n\\n[unicef](https://www.looktothestars.org/charity/unicef)\\n>the united nations children’s fund (unicef) works in 190 countries and territories to save and improve children’s lives, providing health care and immunizations, clean water and sanitation, nutrition, education, emergency relief and more. \\n\\n>causes: children, health, human rights, poverty, slavery & human trafficking\\n\\nwould a racist really financially support other races?\\n\\n---------\\n\\nkeep in mind much of this was before he had even considered running for president\\n\\n---------\\n\\nas to the sexual assault charges, this jane doe has had her case dropped 4-5 times now, and conveniently brought it back up when hillary was facing lots of public criticism, and then subsequently dropped it again when she knew she was busted lol.\\n\\n\\n---------\\n\\nthe rest of that bullshit i'm not even going to bother with because you have an inherit bias against the president of the united states of america. ... 6.179686e-07 \n", "14773 videos in this thread: [watch playlist &#9654;](http://subtletv.com/_r85e3yd?feature=playlist)\\n\\nvideo|comment\\n-|-\\n(1) [[mv] momoland (모모랜드) _ bboom bboom (뿜뿜)](http://www.youtube.com/watch?v=jqgrg8xbnb4) (2) [maplestory ereve bgm guitar cover](http://www.youtube.com/watch?v=zlwwh4o9bgk) (3) [sky.high - it's just a blur](http://www.youtube.com/watch?v=qufbp2hi2ju) (4) [mø - final song (jauz & diplo remix)](http://www.youtube.com/watch?v=6w6nuqyhcfu)|[+5](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx3trt?context=10#dvx3trt) - u the real mvp for keeping this alive <3 momoland - bboom bboom (i don't listen to a ton of kpop but i feel this one lolol) maplestory - ereve (raindrop flower) (feel-good nostalgic music ^_^) sky.high - it's just a blur (lo-fi :>) mø - final song ...\\n(1) [fleetwood mac ~ peacekeeper (2003)](http://www.youtube.com/watch?v=qm3onkkcla0) (2) [deadmau5 - strobe (sparkee nudisco remix)](http://www.youtube.com/watch?v=kuaclgnh120)|[+3](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxd7eh?context=10#dvxd7eh) - fleetwood mac - peacekeeper there's a better version on spotify imho deadmau5 - strobe (sparkee remix)\\n(1) [loote - your side of the bed](http://www.youtube.com/watch?v=kstq22obxo8) (2) [matthew john kurz - in case you miss me (audio)](http://www.youtube.com/watch?v=dwsox7p0ysw) (3) [said the sky & kwesi - all i got](http://www.youtube.com/watch?v=sqmz6jqj0b0) (4) [lauv - the other (official lyric video)](http://www.youtube.com/watch?v=hnjx6o7t6nu)|[+3](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxde7w?context=10#dvxde7w) - loote - your side of the bed matthew john kurz - in case you miss me said the sky & kwesi - all i got lauv - the other\\n[ragnarok online ost - theme of prontera](http://www.youtube.com/watch?v=ejgrl4gjxx4)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxgsd4?context=10#dvxgsd4) - i don't remember ereve at all, but it sounds eerily similar to prontera for more feel-good nostalgic music!\\n(1) [terror jr - death wish](http://www.youtube.com/watch?v=ds-dv2t201e) (2) [terror jr - heartbreaks](http://www.youtube.com/watch?v=s-6-yq3vgeu)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx25e0?context=10#dvx25e0) - definitely a fan of billie eilish. checked out sasha sloan, verite, and nevve; added some tracks to my private playlist 🙂. if you're into dark electropop, i'd recommend terror jr, e.g., death wish and heartbreaks.\\n(1) [cannibal resource](http://www.youtube.com/watch?v=tfldbhfj5-g) (2) [dirty projectors - rise above](http://www.youtube.com/watch?v=yazq_y--z30) (3) [dirty projectors - up in hudson (official video)](http://www.youtube.com/watch?v=ckp0rlhka_o) (4) [dirty projectors - little bubble (official video)](http://www.youtube.com/watch?v=2ig5f50olza)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwr5oh?context=10#dvwr5oh) - i've been listening to stuff by dirty projectors a lot lately. i used to listen to them back in like 2009/2010 when their album bitte orca came out, but haven't listened to them at all really since then. their earlier stuff like \"cannibal resource\" ...\\n(1) [milk & bone - bbblue [audio]](http://www.youtube.com/watch?v=xun5vqhwlsm) (2) [marianas trench - rhythm of your heart](http://www.youtube.com/watch?v=1yqddddkz_i) (3) [magic giant - set on fire (official music video)](http://www.youtube.com/watch?v=cpvy0i2xpuc)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwwesu?context=10#dvwwesu) - just got into milk & bone too . fav song by them right now is bbblue. m/v for rhythm of your heart by marianas trench just came out. digging set on fire by magic giant recently too.\\n(1) [alice merton - no roots](http://www.youtube.com/watch?v=pudyukagqd4) (2) [eye cue - lost and found - f.y.r. macedonia - official music video - eurovision 2018](http://www.youtube.com/watch?v=hj8vstigz7k) (3) [время и стекло - навернопотомучто](http://www.youtube.com/watch?v=5q-qzjm3pwc) (4) [lea sirk - hvala, ne! [studio version]](http://www.youtube.com/watch?v=xboxow4n70g) (5) [mustii - feed me](http://www.youtube.com/watch?v=dudzivvwgri) (6) [dotter - cry (official audio)](http://www.youtube.com/watch?v=cc3bbwk-p2e) (7) [geraigerai & silvija pankūnaitė - more than you know [official video]](http://www.youtube.com/watch?v=hdcbllv2akk) (8) [l'aura - la meccanica del cuore (official video)](http://www.youtube.com/watch?v=-lbzzlkgxtg) (9) [李玉刚 - 刚好遇见你](http://www.youtube.com/watch?v=aa2ahdak_iy) (10) [agnė michalenkovaitė - going on lithuania eurovision song contest 2018](http://www.youtube.com/watch?v=k6snb2n9orq) (11) [pariisin kevät - astronautti (alkuperäinen + sanat)](http://www.youtube.com/watch?v=xrdfk9nbali)|[+2](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx9ugc?context=10#dvx9ugc) - no roots - alice merton lost and found - eye cue навернопотомучто - время и стекло hvala, ne! - lea sirk feed me - mustii cry - dotter more than you know - geraigerai & silvija pankūnaitė la meccanica del cuore - l'aura 刚好遇见你 - 李玉刚 going on ...\\n[steel panther - poontang boomerang](http://www.youtube.com/watch?v=0rlokpbosoo)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvwxg7f?context=10#dvwxg7f) - i just saw steel panther at the commodore, and they are the perfect 80's hair metal band. i wouldn't listen to them with parents or kids around, but man, they put on a good show.\\n(1) [eternity forever // \"fantasy\" (official stream)](http://www.youtube.com/watch?v=eq1eyyb85b4) (2) [loma prieta - uniform](http://www.youtube.com/watch?v=i0gdsxbhdvi)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx7nn0?context=10#dvx7nn0) - eternity forever - fantasy (math rock) loma prieta - uniform [loud warning](hardcore, powerviolence)\\n(1) [rise against - paper wings](http://www.youtube.com/watch?v=lip4q_l5icm) (2) [millencolin - kemp](http://www.youtube.com/watch?v=uxi_lbnj3js) (3) [volbeat - the bliss](http://www.youtube.com/watch?v=xv11vzj4z0g) (4) [disturbed - immortalized [official lyric video]](http://www.youtube.com/watch?v=auuqlcom6tm) (5) [billy talent turn your back](http://www.youtube.com/watch?v=eqrr9ocassu) (6) [dragonforce - seasons lyrics](http://www.youtube.com/watch?v=ac-un6fwhdq)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvx7tin?context=10#dvx7tin) - one song per artist. refer to this for last month (nothing is reiterated). my favourite song ever is \"dawn over a new world,\" followed by \"far from home\" and then \"give it all.\" rise against - \"paper wings\" millencolin - \"kemp\" volbeat - \"the bli...\\n(1) [joywave - rumors](http://www.youtube.com/watch?v=iqu51ostru8) (2) [joywave - shutdown (official audio)](http://www.youtube.com/watch?v=p2u8sjgkmp4) (3) [joywave - traveling at the speed of light (audio only)](http://www.youtube.com/watch?v=6grpsquhvvk)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxdgfi?context=10#dvxdgfi) - i've recently been listening to joywave a lot and quite enjoying the recent album. rumours is one of my favourites (love the bass when the chorus kicks in) but the whole album is quite good. also shutdown is pretty jammin. both those above can se...\\n[slothrust - \"crockpot\" [official video]](http://www.youtube.com/watch?v=cancbev6zfc)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvxlhgd?context=10#dvxlhgd) - slothrust\\n(1) [aesop rock shrunk](http://www.youtube.com/watch?v=uvljwzj-jc8) (2) [whispers of the waves](http://www.youtube.com/watch?v=yk0cou-iw_u) (3) [flobots - carousel](http://www.youtube.com/watch?v=xu5joc1qhm0) (4) [такого как путин - one like putin (english version)](http://www.youtube.com/watch?v=jktkzvazwrs)|[+1](https://www.reddit.com/r/ubc/comments/85e3yd/_/dvyi5kf?context=10#dvyi5kf) - shrunk - aesop rock whispers of the waves - buck 65 ft. gord downie carousel - flobots такого как путин\\ni'm a bot working hard to help redditors find related videos to watch. i'll keep this updated as long as i can.\\n***\\n[play all](http://subtletv.com/_r85e3yd?feature=playlist&ftrlnk=1) | [info](https://np.reddit.com/r/subtletv/wiki/mentioned_videos) | get me on [chrome](https://chrome.google.com/webstore/detail/mentioned-videos-for-redd/fiimkmdalmgffhibfdjnhljpnigcmohf) / [firefox](https://addons.mozilla.org/en-us/firefox/addon/mentioned-videos-for-reddit) ... 7.007268e-07 \n", "2231 ah, the boring racist talking points. let me go ahead and take care of that right quick.\\n\\nif there was any doubt, now's a good time to take a look at the evidence.\\n\\n#his actions\\n---------\\n[donald trump fought to include jews and blacks at palm beach golf course in 1990s](http://www.impulsetoday.com/donald-trump-fought-to-include-jews-and-blacks-at-palm-beach-golf-course-in-1990s/)\\n>“trump’s lawyer sent every member of the town council copies of two classic movies about discrimination: ‘a gentleman’s agreement,’ about a journalist who pretends to be jewish to expose anti-semitism, and ‘guess who’s coming to dinner’ about a white couple’s reaction to their daughter bringing home a black fiancé.”\\n\\n\"segregation at all-white private country clubs in the south had been common and many businesspeople would have looked the other way. but trump pushed for desegregation at the golf resort, which led to his bid winning.\"\\n\\n[donald trump worked with rev. jesse jackson to bring blacks and minorities into corporate america](http://www.liveleak.com/view?i=3d2_1451242991)\\n>\"vhs. bkg: donald trump worked with the rainbow-push coalition to bring blacks and minorities into corporate america. as potus he will transform the crime-ridden inner cities with business development and middle class jobs in the manufacturing and construction sectors through better trade deals and infrastructure projects.\"\\n\\nhires minorities in high level positions\\n\\n[lynne patton \"the trump family that i know\" - a black female trump executive speaks](https://youtu.be/lxakuo5naoy) \\n\\n[national spokesperson katrina pierson](http://rare.us/story/katrina-pierson-and-her-story-are-what-the-republican-party-desperately-needs/)\\n\\nwould a racist really do these things?\\n\\n#his policy\\n---------\\n[he advocates helping american blacks, knows they have been treated very badly](https://youtu.be/9hdnvsdmxlu)\\n\\n[black pro trump protester: blacks are out of jobs due to mexican immigration, ‘trump for president!’](http://www.breitbart.com/video/2016/03/19/black-pro-trump-protester-tells-breitbart/) - the wall will help reduce black unemployment \\n\\n[donald trump: jobs will solve the problems black americans face](http://www.truthdig.com/eartotheground/item/donald_trump_jobs_will_solve_black_americans_problems_20160324)\\n\\nwould a racist really be so in favor of helping american blacks?\\n\\n#his words\\n---------\\nhe constantly talks about his respect for people for people of racially different countries.\\n\\n[donald trump: \"i love the mexican people\"](https://youtu.be/am-7rquzyji)\\n\\n[trump on the border](http://www.businessinsider.com/donald-trumps-epic-statement-on-mexico-2015-7)\\n>\"many fabulous people come in from mexico and our country is better for it. but these people are here legally, and are severely hurt by those coming in illegally,\" wrote trump. \"i am proud to say that i know many hard working mexicans-many of them are working for and with me…and, just like our country, my organization is better for it.\" \\n\\n[donald trump: \"i like china\"](https://youtu.be/hl7o6np84pg)\\n\\nwould a racist be happy to talk about his respect for other cultures?\\n\\n#his support\\n---------\\n[he has the highest support from minorities for a republican candidate in decades.](http://www.thegatewaypundit.com/2016/06/trump-track-win-black-votes-republican-candidate-since-1960/)\\n\\n[mississippi’s first black mayor charles evers endorses trump for president](https://youtu.be/77syq2qn7c8)\\n\\n[geraldo rivera: trump is not racist, actually the least racist person](https://youtu.be/ac5l_yor0nc)\\n\\n[american indians for trump](http://www.americanbazaaronline.com/2016/01/27/dr-a-d-amar-is-president-of-new-pac-indian-americans-for-trump-2016/)\\n\\n[muslim community leader supports trump's proposed ban](https://youtu.be/kp97premx4y)\\n[\\nmeet the muslims, sikhs and hindus supporting trump](http://www.bbc.com/news/election-us-2016-35758156)\\n\\n[black republican group endorses donald trump](http://www.cnn.com/2016/01/23/politics/donald-trump-black-republicans/)\\n\\n[minorities line up behind donald trump](http://www.wnd.com/2015/12/minorities-line-up-behind-donald-trump/)\\n\\n[rev. darrell scott of new spirit revival center on hannity](https://youtu.be/ajokwqpemsu?t=1580)\\n[\\nmsnbc absolutely embarrasses itself while trying to push the donald trump racist agenda](https://streamable.com/3m8l)\\n\\n[black trump supporter accosted by black lives matter protesters](https://youtu.be/gi9mcvk2mgs)\\n\\n[black lives matter, racism: a conservative perspective \\(larry elder interview\\)](https://youtu.be/piwabo6u43u)\\n\\nare all these people just stupid or self-hating?\\n\\n#his money\\n---------\\n[list of a few publicly known charities trump donates to](https://www.looktothestars.org/celebrity/donald-trump)\\n\\n[raising malawi](https://www.looktothestars.org/charity/raising-malawi)\\n>\"volunteer organization which helps orphans in one of the poorest countries in the world (malawi) by providing water, food, medical care and schooling.\"\\n\\n[unicef](https://www.looktothestars.org/charity/unicef)\\n>the united nations children’s fund (unicef) works in 190 countries and territories to save and improve children’s lives, providing health care and immunizations, clean water and sanitation, nutrition, education, emergency relief and more. \\n\\n>causes: children, health, human rights, poverty, slavery & human trafficking\\n\\nwould a racist really financially support other races?\\n\\n---------\\n\\nkeep in mind much of this was before he had even considered running for president\\n\\n---------\\ntying up some loose strings here:\\n\\nas far as arpaio is concerned, i did not always fully agree with his methods but i certainly did not believe the man deserved to go to jail for the greater good that he was doing. excuse me for not shedding snowflake tears for violent offenders and illegal immigrants. i'm sure you'll call me racist for that.\\n\\nthere is evidence re: obama that points in both directions. i believe at this point it is a moot argument as the damage has already been done. i'm sure i'll be called racist for that too. ... 7.505735e-07 \n", "3998 dude you need to quit fucking snap chatting guy fieri. stop. he doesn't respond with anything meaningful for a reason and he's not interested in you. who am i? the man whom he is in love with. he already told me not to worry, he's not interested in you. sorry i bothered you kid. i've dated him since 2 summers ago. if you aren't trying to get at guy fieri or being inappropriate i don't care if you snap him occasionally. just don't try anything man. you'll embarrass yourself and anger me. we are in love and we're making love tomorrow. so if you have any ill intentions with guy fieri you can forget it right now. i'm the biggest and best he's ever had, only man he's ever loved and the only man who could truly satisfy him physically. you will never have him. and he loves me. i don't have any problems with you if you are over guy fieri and realize you will never be with or touch him again. i apologize for coming off as a dick, just me and guy fieri are really deep in love and we've been through a lot and i just moved back home and it makes me a little jealous and angry to see a man he used to date before me is snap chatting her.... we don't need any extra bullshit or drama right now, so don't bring us any please is all i ask friend. if you try to talk to him any way but as a brother, or you try to see him at all, if he tells me you do anything inappropriate or anything outside of what a strict brother like friend would do,we are going to have a huge problem. i will leave you alone now dude if you're not trying to get at the man who i love and whom is in love with me. that entire summer he was with me. he left kyle for me. he's been with me ever since, he even loved me and made love to me before he ever let anything happen with you. you didn't please him. he didn't have strong feelings for you at all. and he immediately ended shit with you for me once he knew i loved him too. so get any ideas of the past out of your head. none of this truth should bug you if you're over him but i'm just making sure. i hate when guy fieri's friends have ill intentions and he thinks they are just friends and have no alternative motive. but idk if i trust you at all. if i can trust you to not stress me and guy fieri or fuck with our love tell me. i will leave you alone and apologize. but if you aren't over him and you're tryna \"get some\" or you're tryna get back in his life, it's not happening. he said you were nothing to him, and the sex was bad anyway haha. you're small and weak and he said it all felt wrong after being with me. he's been with me ever since. we're in love. and tomorrow me and him will be together in my room making love alll day how we always have together. if you have a problem speak up like a man or tell me our love doesn't bug you and i'll apologize, it's simple. so??? what is it? you are after guy fieri then huh?! tell me the fucking truth man. don't you dare be disrespectful and gross enough to bring it up, but if if you ask him about anything he shared with me about your weak ass, he may be nice and lie to you, or he may not care and tell you the truth. either way. and he tells me everything and never lies to me. i don't care haha. just stay away from guy fieri. i sincerely apologize if you have no ill intentions and aren't trying to make moves with guy fieri. and i respect you as a guy in the service. i'm sure you're an ok dude. but just as a friend. you're nothing to guy fieri but a brother like friend. i just wanna be sure you know it and don't forget it. find a nice classy guy fieri where you are stationed, marry him.... but back off of mine. you will never even compare to me in his eyes. not even close haha.i just don't need you interfering with me and guy fieri's love. it's our lives man. it's really not cool.... goodbye man, good luck. respect to you being in the service. sorry to bring your day down with my crazy bullshit but. me and guy fieri are head over heels.... i can't help but be crazy about her. i love him with all of my heart and i will protect him from his untrustworthy fake friends. not saying you are one. but you're dodging telling me what's going on in your head so i'm questioning a lot right now. just know i'm never gonna hurt her, i'm always going to have his back, i'd give my life for him without hesitation, and i will protect him from anything, everything, and anyone. he is the love of my life. i fully intend to marry and give guy fieri my children. and we've talked a lot about it. just don't make shit harder than it already is. i just moved back and me and him miss eachother so badly and we are finally go to see eachother tomorrow and make love for the first time since halloween.... i hope you don't hate me man. i'm a good dude. just protective of the guy fieri who holds my heart. and who's heart i hold and must protect. i hope you can understand. he promised me there's nothing at all to worry about with you and that he's not interested:\"/ i wish i knew before i embarrassingly went off on you. i'm so sorry man. i'm sorry. please don't mention this to guy fieri:/ i'm really embarrassed and while he will understand, i just feel like an ass for attacking you when you have nothing with guy fieri and no intention to. good bye brother. i hope you find your one true love someday. it'll make you crazy, trust me, but you'll find him one day. i found mine when i was really young. and it's guy fieri :) ... 7.818962e-07 \n", "\n", "[25 rows x 3 columns]" ] }, "metadata": { "tags": [] }, "execution_count": 75 } ] }, { "cell_type": "markdown", "metadata": { "id": "MDiyp_OOQRnC" }, "source": [ "This analysis has taught us that in addition to our concerns outlined in the introduction, we need to be conscientious of the importance of the degrees of freedom available to researchers. We note the presence of last names in the word clouds. We chose not to include last names because for instance using the word \"clinton\" as a classifier for either female or male leads to ambiguity. The comment could have been referencing President William (Bill) Jefferson Clinton or Secretary Hillary Rodham Clinton. Initial drafts of our analysis included \"joe\" and \"joes\" as classifiers, but we soon learnt that this created bias leading to one of the largest words in the word cloud being \"trader\" as in grocery store chain \"Trader Joe's\". Initial drafts of our analysis also included the name \"jose\", but this created bias leading to the city of \"San Jose\" in California. \n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "D2K2UHumZQnR" }, "source": [ "## References" ] }, { "cell_type": "markdown", "metadata": { "id": "3UuCaQp2ZAT5" }, "source": [ "Wu, Alice H. 2018. \"Gendered Language on the Economics Job Market Rumors Forum.\" AEA Papers and Proceedings, 108: 175-79.\n", "DOI: 10.1257/pandp.20181101" ] } ] }