{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ "import pandas as pd\n", "import numpy as np\n", "from nltk.corpus import sentiwordnet as swn\n", "import re\n", "import os\n", "import nltk\n", "import langdetect\n", "import matplotlib.pyplot as plt\n", "from bs4 import BeautifulSoup\n", "%matplotlib inline\n", "%load_ext autoreload\n", "%autoreload 2" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [], "source": [ "\"\"\" Get Data \"\"\" \n", "\n", "reload = False\n", "\n", "#check if data already exists \n", "if not os.path.isfile('taglines.pickle') or reload:\n", "\n", " filePath = '/Users/arimorcos/Databases/imdb/taglines.list'\n", "\n", " # create pandas data frame \n", " df = pd.DataFrame(columns=['title','year','tagline'])\n", "\n", "\n", " f = open(filePath,'r')\n", " skipInd = False\n", " for line in f:\n", " if line[0] == '#': # if the beginning of a new entry \n", " try:\n", " # search for title \n", " filmTitle = re.search('(?<=\\# \\\").*(?=\\\" \\()', line).group(0).encode('utf8')\n", "\n", " # get date \n", " filmYear = int(re.search('(?<=\\\" \\()\\d{4}',line).group(0))\n", " except (AttributeError, UnicodeDecodeError):\n", " skipInd = True\n", "\n", " #initialize tagline\n", " filmTag = ''\n", " elif line != '\\n': # if string is not empty \n", " try:\n", " filmTag = filmTag + line.encode(\"utf8\")\n", " except UnicodeDecodeError:\n", " skipInd = True\n", " else: \n", " if not skipInd:\n", " \n", " #check language and skip if not english\n", " lang = langdetect.detect(filmTag)\n", " if lang != 'en':\n", " continue\n", " \n", " # remove html tags \n", " filmTag = BeautifulSoup(filmTag).get_text()\n", " \n", " # store data \n", " dfInd = df.shape[0]\n", " df.loc[dfInd] = [filmTitle, filmYear, filmTag]\n", " else:\n", " skipInd = False\n", "\n", " df.to_pickle('taglines.pickle')\n", "else:\n", " df = pd.read_pickle('taglines.pickle')" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [], "source": [ "\"\"\" Get genres \"\"\" \n", "genreReload = False\n", "\n", "#check if data already exists \n", "if not os.path.isfile('genres.pickle') or genreReload:\n", " \n", " filePath = '/Users/arimorcos/Databases/imdb/genres.list'\n", "\n", " # create pandas data frame \n", " genreDF = pd.DataFrame(columns=['title','year','genre'])\n", " \n", " f = open(filePath,'r')\n", " for line in f:\n", " if line[0] == '\"': # if the beginning of a new entry \n", " try:\n", " # search for title \n", " filmTitle = re.search('(?<=\\\").*(?=\\\")', line).group(0).encode('utf8')\n", "\n", " # get date \n", " filmYear = int(re.search('(?<=\\\" \\()\\d{4}',line).group(0))\n", " \n", " # get genre\n", " filmGenre = re.search('(?<=\\s)[a-z,A-Z,-]+$',line).group(0)\n", " \n", " # store data \n", " dfInd = genreDF.shape[0]\n", " genreDF.loc[dfInd] = [filmTitle, filmYear, filmGenre]\n", " except (AttributeError, UnicodeDecodeError):\n", " continue\n", "\n", "\n", "\n", " genreDF.to_pickle('genres.pickle')\n", "else:\n", " genreDF = pd.read_pickle('genres.pickle')" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [], "source": [ "genreDF = genreDF.drop_duplicates(subset=['title','year'])\n", "genreDF.to_pickle('genres.pickle')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "df = df.merge(genreDF,on='title',how='left')" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def synSetMatch(synSet,POS):\n", " \n", " #get part of speech in synSet\n", " m = re.search('(?<=\\.)[a-z](?=\\.\\d\\d)',synSet.unicode_repr())\n", " testPOS = m.group(0)\n", "\n", " #determine if a match \n", " if testPOS == 'n' and POS in ['NN']:\n", " return True\n", " elif testPOS == 'v' and POS in ['VBG','VBZ','VBP','MD']:\n", " return True \n", " elif testPOS == 'a' and POS in ['JJ','JJS']:\n", " return True\n", " elif testPOS == 'r' and POS in ['RB']:\n", " return True \n", " else:\n", " return False\n", " " ] }, { "cell_type": "code", "execution_count": 179, "metadata": { "collapsed": true }, "outputs": [], "source": [ "\"\"\" Save \"\"\"\n", "df.to_pickle('taglines.pickle')" ] }, { "cell_type": "code", "execution_count": 133, "metadata": { "collapsed": true }, "outputs": [], "source": [ "\"\"\" Get word count for each tagline\"\"\"\n", "\n", "# add wordCount column \n", "if not any(df.columns == 'wordCount'):\n", " df.insert(len(df.columns),'wordCount',None)\n", "\n", "#loop throughe ach index and count \n", "for index in range(df.shape[0]):\n", " currLine = df.loc[index,'tagline']\n", " words = nltk.wordpunct_tokenize(currLine)\n", " df.loc[index,'wordCount'] = len(words)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [], "source": [ "\"\"\" Get score for each tagline \"\"\"\n", "\n", "# add score column \n", "if not any(df.columns == 'score'):\n", " df.insert(len(df.columns),'score',None)\n", "\n", "# loop through each row and get score \n", "for index in range(df.shape[0]):\n", "#for index in range(5):\n", " \n", " # get word list \n", " wordList = nltk.wordpunct_tokenize(df.loc[index,'tagline'])\n", " \n", " # add pos tags\n", " wordList = nltk.pos_tag(wordList)\n", " keepPOS = ['VBG','NN','VBZ','JJ','JJS','RB','MD','VBP']\n", " \n", " # get score\n", " totalScore = 0.0\n", " for word in wordList:\n", " if word[1] in keepPOS:\n", " try:\n", " wordSet = swn.senti_synsets(word[0])\n", " \n", " #filter non-matching value \n", " wordSet = [testWord for testWord in wordSet if synSetMatch(testWord, word[1])]\n", " \n", " posScore = np.nanmean([word.pos_score() for word in wordSet])\n", " negScore = np.nanmean([word.neg_score() for word in wordSet])\n", " netScore = posScore - negScore\n", " if np.isnan(netScore):\n", " continue\n", " except IndexError:\n", " continue\n", " else: \n", " continue\n", "\n", " totalScore += netScore\n", " \n", " # store score \n", " df.loc[index,'score'] = totalScore\n", " " ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "(7381, 6)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df.shape" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "(14, 6)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df[df.genre=='Musical'].shape" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import datetime\n", "def addCopyright(ax, xOffset=0, yOffset=0):\n", " year = datetime.date.today().year\n", " if any([i == '_axis3don' for i in dir(ax)]):\n", " ax.text(0 + xOffset, -.05 + yOffset, 0, r'$\\copyright$ Ari Morcos ' + str(year), transform=ax.transAxes)\n", " else: \n", " ax.text(0 + xOffset, -.05 + yOffset, r'$\\copyright$ Ari Morcos ' + str(year), transform=ax.transAxes)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAABL0AAAJeCAYAAABRQXe3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xm4bGdVqPt3pO8hgSQk7EhoQt8FkCCohINoaA5yEGwQ\n", "IXRHERHkXC5KIwThYnOQRmkEgQByFQ9H8FwRRDFRWhHpQw8JpCENxHSEJCR73D/mN1fNtXatVc36\n", "qmatqvf3PPuZc1bNqvr23mPX2jVqjDEjM5EkSZIkSZKWyV59L0CSJEmSJEmqzaSXJEmSJEmSlo5J\n", "L0mSJEmSJC0dk16SJEmSJElaOia9JEmSJEmStHRMekmSJEmSJGnpmPSSJEmSJEnS0lmppFdE7IqI\n", 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df.groupby(['year'], as_index=False).agg({'wordCount':'mean', 'score': 'mean'})\n", "ax = x.plot(x='year', y='score', legend=False, figsize=(20,10), fontsize=20, lw=2.5, color='b')\n", "ax.figure.autofmt_xdate();\n", "ax.set_xlabel('Year', fontsize=30);\n", "ax.set_ylabel('Mean Sentiment Score', fontsize=30);\n", "addCopyright(ax, yOffset=-0.1)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [], "source": [ "def getMeanScore(tempDF):\n", " \"\"\" Calculate mean score for each year \"\"\" \n", " maxYear = int(tempDF.year.max())\n", " minYear = int(tempDF.year.min())\n", " minYear = 1960\n", "\n", " yearList = range(minYear, maxYear)\n", " avgScore = []\n", " for year in yearList:\n", " avgScore.append(np.mean(tempDF[tempDF.year == year]['score']))\n", " \n", " return avgScore, yearList" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": true }, "outputs": [], "source": [ "avgScore, yearList = getMeanScore(df)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "scrolled": true }, "outputs": [ { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAYoAAAEACAYAAACtVTGuAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJztnXu8XGV1978/ElLuCZGQkIucAAnXIIHK1UtA0RTbYGsV\n", "eL2AqPBqqb6tWlBbjbWvYmsrKl5QQFEq0HrBWEFIgYMvSoEghksSkiCRJEAIYLgLgaz3j+eZZM5k\n", "z549s/fMnsv6fj7nc2bv/ew96zlnZv/2Wut51iMzw3Ecx3HqsU3ZBjiO4zjdjQuF4ziOk4oLheM4\n", "jpOKC4XjOI6TiguF4ziOk4oLheM4jpNKbqGQNFfSMkkrJJ1dp82X4/HFkmZX7R8n6QeSlkpaIunI\n", "vPY4juM4xZJLKCSNAs4H5gIHAKdI2r+mzQnAPmY2AzgD+HrV4S8BV5nZ/sDBwNI89jiO4zjFk9ej\n", "OBxYaWarzGwjcDlwYk2becAlAGZ2CzBO0kRJY4FXm9nF8diLZvZETnscx3GcgskrFFOA1VXba+K+\n", "Rm2mAtOB9ZK+LenXkr4laYec9jiO4zgFk1costb/UMJ5o4FDga+Z2aHAM8A5Oe1xHMdxCmZ0zvPX\n", "AtOqtqcRPIa0NlPjPgFrzOy2uP8HJAiFJC9G5TiO0wJmVvuQ3hJ5hWIRMEPSEPAgcBJwSk2bBcBZ\n", "wOVxVNMGM1sHIGm1pJlmthx4PXBP0psU1dluRNJ8M5tfth3twvvXu/Rz32Ag+lfYQ3YuoTCzFyWd\n", 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[], "source": [ "meanGenreScores = {}\n", "semGenreScores = {}\n", "for genre in uniqueGenres:\n", " subset = df[df.genre == genre]\n", " meanGenreScores[genre] = subset.score.mean()\n", " semGenreScores[genre] = subset.score.std()/sqrt(subset.shape[0])" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAABMoAAAJnCAYAAABmob8zAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xu0ZGV54P/vw0WQWxNBxRHDXdTgFf1xM3LAoO2YATUk\n", "6IyJxJhl1BA0iZPMiOmGpcnEXwxRo+TijxHRESJe+E28hBEpQRpiTISokYsCKhBUaECbiyL9zB97\n", "F12cPnXbtXdV7VPfz1p7vaf23u/7PrWr+/Q5T7+XyEwkSZIkSZKkRbfNrAOQJEmSJEmS5oGJMkmS\n", "JEmSJAkTZZIkSZIkSRJgokySJEmSJEkCTJRJkiRJkiRJgIkySZIkSZIkCTBRJkmSJEmSJAELliiL\n", "iL0j4uyIuDUi7o+IGyPizIjYfcT6j4qI10TEJyLimxFxb0TcFRGXRcSrIyIG1D0yIj4dERvLeldH\n", 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"zUgAAAAASUVORK5CYII=\n" ], "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%pylab inline\n", "fig = plt.figure(figsize=(20,10))\n", "plt.bar(range(len(meanGenreScores)), sorted(meanGenreScores.values()),\n", " yerr=[x for (y,x) in sorted(zip(meanGenreScores.values(),semGenreScores.values()))],\n", " align='center', ecolor='k', error_kw={'lw': 3});\n", "plt.xticks(range(len(meanGenreScores)));\n", "ax = plt.gca()\n", "ax.set_xticklabels(sorted(meanGenreScores.keys(), key=meanGenreScores.get));\n", "ax.set_xlim(left=-0.6, right=len(meanGenreScores)-0.4)\n", "fig.autofmt_xdate()\n", "ax.set_ylabel('Mean Sentiment Score', fontsize = 30)\n", "for item in ax.get_xticklabels() + ax.get_yticklabels():\n", " item.set_fontsize(20)\n", "addCopyright(ax, yOffset=-0.1)\n", "plt.savefig('temp.png', transparent=True)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "0.0036183248886039222" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" } ], "source": [ "[x for (y,x) in sorted(zip(meanGenreScores.values(),semGenreScores.values()))]" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": true }, "outputs": [], "source": [ "\"\"\" Get word distributions \"\"\"\n", "from nltk.probability import FreqDist\n", "\n", "taglineDists = {}\n", "for genre in uniqueGenres:\n", " # get concatenated taglines word list\n", " catTags = ' '.join(df[df.genre == genre]['tagline'].values)\n", " \n", " # make lowercase \n", " catTags = catTags.lower()\n", " \n", " #tokenize \n", " tagTokens = nltk.wordpunct_tokenize(catTags)\n", " \n", " # remove punctation \n", " noPunct = [word for word in tagTokens if word.isalpha()]\n", " \n", " #create distribution \n", " taglineDists[genre] = FreqDist(noPunct)" ] }, { "cell_type": "code", "execution_count": 74, "metadata": { "collapsed": false }, "outputs": [ { "data": { 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