{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Playing with places" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/Cellar/python/3.6.5_1/Frameworks/Python.framework/Versions/3.6/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n", "/usr/local/Cellar/python/3.6.5_1/Frameworks/Python.framework/Versions/3.6/lib/python3.6/importlib/_bootstrap.py:219: RuntimeWarning: numpy.dtype size changed, may indicate binary incompatibility. Expected 96, got 88\n", " return f(*args, **kwds)\n" ] } ], "source": [ "import pandas as pd\n", "import folium\n", "from folium.plugins import MarkerCluster\n", "from folium.plugins import HeatMap" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Place NameNew Name (if applicable)File NumberLatitudeLongitudeGeonames LinkWikidata LinkImage url
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL451088 | FL468008 | FL654335 | FL467349 | FL...-35.3011° S149.13° Ehttp://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
1Adelaide (S. Aust.)-34.83313 S138.62537 Ehttp://www.geonames.org/11523930/adelaide.htmlhttps://www.wikidata.org/wiki/Q5112
2Alexandria (N.S.W.)FL4546518 | FL4562149 | FL4547832 | FL4563288-33.91667 S151.2 Ehttp://www.geonames.org/2178136/alexandria.htmlhttps://www.wikidata.org/wiki/Q2915846
3Aquatic Club (corner Riley & Cathedral Streets...WoolloomoolooFL4515610-33.87042151.21968https://www.geonames.org/2142996/woolloomooloo...https://www.wikidata.org/wiki/Q2678743
4Art Gallery of New South WalesFL4510098 | FL4589913 | FL4566059 | FL4567741 ...-33.86879°S151.21748°Ehttp://www.geonames.org/6949391/art-gallery-of...https://www.wikidata.org/wiki/Q705551
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" ], "text/plain": [ " Place Name New Name (if applicable) \\\n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "1 Adelaide (S. Aust.) \n", "2 Alexandria (N.S.W.) \n", "3 Aquatic Club (corner Riley & Cathedral Streets... Woolloomooloo \n", "4 Art Gallery of New South Wales \n", "\n", " File Number Latitude \\\n", "0 FL451088 | FL468008 | FL654335 | FL467349 | FL... -35.3011° S \n", "1 -34.83313 S \n", "2 FL4546518 | FL4562149 | FL4547832 | FL4563288 -33.91667 S \n", "3 FL4515610 -33.87042 \n", "4 FL4510098 | FL4589913 | FL4566059 | FL4567741 ... -33.86879°S \n", "\n", " Longitude Geonames Link \\\n", "0 149.13° E http://www.geonames.org/maps/wikipedia_-35.301... \n", "1 138.62537 E http://www.geonames.org/11523930/adelaide.html \n", "2 151.2 E http://www.geonames.org/2178136/alexandria.html \n", "3 151.21968 https://www.geonames.org/2142996/woolloomooloo... \n", "4 151.21748°E http://www.geonames.org/6949391/art-gallery-of... \n", "\n", " Wikidata Link Image url \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "1 https://www.wikidata.org/wiki/Q5112 \n", "2 https://www.wikidata.org/wiki/Q2915846 \n", "3 https://www.wikidata.org/wiki/Q2678743 \n", "4 https://www.wikidata.org/wiki/Q705551 " ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv('data/Mapping Places Spreadsheet - Sheet1.csv', keep_default_na=False)\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Clean up the data" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Place NameNew Name (if applicable)File NumberLatitudeLongitudeGeonames LinkWikidata LinkImage url
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL451088 | FL468008 | FL654335 | FL467349 | FL...-35.30110149.13000http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
1Adelaide (S. Aust.)-34.83313138.62537http://www.geonames.org/11523930/adelaide.htmlhttps://www.wikidata.org/wiki/Q5112
2Alexandria (N.S.W.)FL4546518 | FL4562149 | FL4547832 | FL4563288-33.91667151.20000http://www.geonames.org/2178136/alexandria.htmlhttps://www.wikidata.org/wiki/Q2915846
3Aquatic Club (corner Riley & Cathedral Streets...WoolloomoolooFL4515610-33.87042151.21968https://www.geonames.org/2142996/woolloomooloo...https://www.wikidata.org/wiki/Q2678743
4Art Gallery of New South WalesFL4510098 | FL4589913 | FL4566059 | FL4567741 ...-33.86879151.21748http://www.geonames.org/6949391/art-gallery-of...https://www.wikidata.org/wiki/Q705551
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" ], "text/plain": [ " Place Name New Name (if applicable) \\\n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "1 Adelaide (S. Aust.) \n", "2 Alexandria (N.S.W.) \n", "3 Aquatic Club (corner Riley & Cathedral Streets... Woolloomooloo \n", "4 Art Gallery of New South Wales \n", "\n", " File Number Latitude Longitude \\\n", "0 FL451088 | FL468008 | FL654335 | FL467349 | FL... -35.30110 149.13000 \n", "1 -34.83313 138.62537 \n", "2 FL4546518 | FL4562149 | FL4547832 | FL4563288 -33.91667 151.20000 \n", "3 FL4515610 -33.87042 151.21968 \n", "4 FL4510098 | FL4589913 | FL4566059 | FL4567741 ... -33.86879 151.21748 \n", "\n", " Geonames Link \\\n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "1 http://www.geonames.org/11523930/adelaide.html \n", "2 http://www.geonames.org/2178136/alexandria.html \n", "3 https://www.geonames.org/2142996/woolloomooloo... \n", "4 http://www.geonames.org/6949391/art-gallery-of... \n", "\n", " Wikidata Link Image url \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "1 https://www.wikidata.org/wiki/Q5112 \n", "2 https://www.wikidata.org/wiki/Q2915846 \n", "3 https://www.wikidata.org/wiki/Q2678743 \n", "4 https://www.wikidata.org/wiki/Q705551 " ] }, "execution_count": 25, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Clean up the lats and lons\n", "df = df.replace({'°\\s*[EWNS]+': ''}, regex=True)\n", "df = df.replace({'\\s*[EWNS]+$': ''}, regex=True)\n", "df['Latitude'] = pd.to_numeric(df['Latitude'], errors='coerce')\n", "df['Longitude'] = pd.to_numeric(df['Longitude'], errors='coerce')\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Reorganise the data so we have one row per image" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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Place NameNew Name (if applicable)File NumberLatitudeLongitudeGeonames LinkWikidata LinkImage url
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL451088-35.3011149.13http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL468008-35.3011149.13http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL654335-35.3011149.13http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL467349-35.3011149.13http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
0Aboriginal Tent Embassy (Canberra, A.C.T.)FL456342-35.3011149.13http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212
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" ], "text/plain": [ " Place Name New Name (if applicable) \\\n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "\n", " File Number Latitude Longitude \\\n", "0 FL451088 -35.3011 149.13 \n", "0 FL468008 -35.3011 149.13 \n", "0 FL654335 -35.3011 149.13 \n", "0 FL467349 -35.3011 149.13 \n", "0 FL456342 -35.3011 149.13 \n", "\n", " Geonames Link \\\n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "0 http://www.geonames.org/maps/wikipedia_-35.301... \n", "\n", " Wikidata Link Image url \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "0 https://www.wikidata.org/wiki/Q189212 \n", "0 https://www.wikidata.org/wiki/Q189212 " ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# This cell creates a CSV file with a row for each image, preserving all the parent item metadata\n", "\n", "def tidy_split(df, column, sep='|', keep=False):\n", " \"\"\"\n", " Split the values of a column and expand so the new DataFrame has one split\n", " value per row. Filters rows where the column is missing.\n", "\n", " Params\n", " ------\n", " df : pandas.DataFrame\n", " dataframe with the column to split and expand\n", " column : str\n", " the column to split and expand\n", " sep : str\n", " the string used to split the column's values\n", " keep : bool\n", " whether to retain the presplit value as it's own row\n", "\n", " Returns\n", " -------\n", " pandas.DataFrame\n", " Returns a dataframe with the same columns as `df`.\n", " \"\"\"\n", " indexes = list()\n", " new_values = list()\n", " df = df.dropna(subset=[column])\n", " for i, presplit in enumerate(df[column].astype(str)):\n", " values = presplit.split(sep)\n", " if keep and len(values) > 1:\n", " indexes.append(i)\n", " new_values.append(presplit)\n", " for value in values:\n", " indexes.append(i)\n", " new_values.append(value)\n", " new_df = df.iloc[indexes, :].copy()\n", " new_df[column] = new_values\n", " return new_df\n", "\n", "images_df = tidy_split(df, 'File Number', sep='|')\n", "\n", "# Reomve rows with no images\n", "images_df = images_df.loc[images_df['File Number'] != '']\n", "images_df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Summarise the data" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#How many images have been geo-located?\n", "images_df = images_df.loc[images_df['Latitude'].notnull() & images_df['Longitude'].notnull()]\n", "images_df.shape[0]" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Top 50 places!\n", "images_df['Place Name'].value_counts()[:50]" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "scrolled": false }, "outputs": [], "source": [ "m = folium.Map(\n", " location=[-30, 135],\n", " zoom_start=4\n", ")\n", "# We'll cluster the markers for better readability\n", "marker_cluster = MarkerCluster().add_to(m)\n", "\n", "for index, img in images_df.iterrows():\n", " # Create the content of the marker popup -- includes a search link back to Trove!\n", " #html = '{}
{} articles'.format(place[0], params['q'], titles, params.get('l-category', ''), total)\n", " # Add the marker to the map\n", " html = '{0}
'.format(img['Place Name'].replace(\"'\", ';rsquo'), img['File Number'].strip())\n", " folium.Marker([img['Latitude'], img['Longitude']], popup=html).add_to(marker_cluster)\n", "\n", "m" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "places_df = df.loc[df['Latitude'].notnull() & df['Longitude'].notnull()]\n", "locations = []\n", "# Loop through the places\n", "for index, row in places_df.iterrows():\n", " # Get the total\n", " images = row['File Number'].split('|')\n", " # Add the coordinates of the place to the list of locations as many times as there are articles\n", " locations += ([[row['Latitude'], row['Longitude']]] * len(images))\n", "\n", "\n", "# Create another map\n", "m2 = folium.Map(\n", " location=[-30, 135],\n", " zoom_start=4\n", ")\n", "\n", "#Add the heatmap data!\n", "HeatMap(locations).add_to(m2)\n", "m2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Create a data file for the web app" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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place_namealternative_namelatitudelongitudegeonameswikidataimagesplace_id
0Aboriginal Tent Embassy (Canberra, A.C.T.)-35.30110149.13000http://www.geonames.org/maps/wikipedia_-35.301...https://www.wikidata.org/wiki/Q189212[FL451088, FL468008, FL654335, FL467349, FL456...0
2Alexandria (N.S.W.)-33.91667151.20000http://www.geonames.org/2178136/alexandria.htmlhttps://www.wikidata.org/wiki/Q2915846[FL4546518, FL4562149, FL4547832, FL4563288]2
3Aquatic Club (corner Riley & Cathedral Streets...Woolloomooloo-33.87042151.21968https://www.geonames.org/2142996/woolloomooloo...https://www.wikidata.org/wiki/Q2678743[FL4515610]3
4Art Gallery of New South Wales-33.86879151.21748http://www.geonames.org/6949391/art-gallery-of...https://www.wikidata.org/wiki/Q705551[FL4510098, FL4589913, FL4566059, FL4567741, F...4
5Australia Square (Sydney, N.S.W.)-33.86487151.20762http://www.geonames.org/6615611/australia-squa...https://www.wikidata.org/wiki/Q2872154[FL4542461, FL4523517, FL4571894, FL4404355, F...5
\n", "
" ], "text/plain": [ " place_name alternative_name \\\n", "0 Aboriginal Tent Embassy (Canberra, A.C.T.) \n", "2 Alexandria (N.S.W.) \n", "3 Aquatic Club (corner Riley & Cathedral Streets... Woolloomooloo \n", "4 Art Gallery of New South Wales \n", "5 Australia Square (Sydney, N.S.W.) \n", "\n", " latitude longitude geonames \\\n", "0 -35.30110 149.13000 http://www.geonames.org/maps/wikipedia_-35.301... \n", "2 -33.91667 151.20000 http://www.geonames.org/2178136/alexandria.html \n", "3 -33.87042 151.21968 https://www.geonames.org/2142996/woolloomooloo... \n", "4 -33.86879 151.21748 http://www.geonames.org/6949391/art-gallery-of... \n", "5 -33.86487 151.20762 http://www.geonames.org/6615611/australia-squa... \n", "\n", " wikidata \\\n", "0 https://www.wikidata.org/wiki/Q189212 \n", "2 https://www.wikidata.org/wiki/Q2915846 \n", "3 https://www.wikidata.org/wiki/Q2678743 \n", "4 https://www.wikidata.org/wiki/Q705551 \n", "5 https://www.wikidata.org/wiki/Q2872154 \n", "\n", " images place_id \n", "0 [FL451088, FL468008, FL654335, FL467349, FL456... 0 \n", "2 [FL4546518, FL4562149, FL4547832, FL4563288] 2 \n", "3 [FL4515610] 3 \n", "4 [FL4510098, FL4589913, FL4566059, FL4567741, F... 4 \n", "5 [FL4542461, FL4523517, FL4571894, FL4404355, F... 5 " ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = df.loc[df['File Number'] != '']\n", "df = df.loc[df['Latitude'].notnull() & df['Longitude'].notnull()]\n", "df['images'] = df['File Number'].str.replace(' ', '').str.split('|')\n", "df = df.drop('File Number', 1)\n", "df = df.drop('Image url', 1)\n", "df['place_id'] = df.index\n", "df.columns = ['place_name', 'alternative_name', 'latitude', 'longitude', 'geonames', 'wikidata', 'images', 'place_id']\n", "df.head()" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "import json\n", "data = json.loads(df.to_json(orient='records'))" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[{'place_name': 'Aboriginal Tent Embassy (Canberra, A.C.T.)',\n", " 'alternative_name': '',\n", " 'latitude': -35.3011,\n", " 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'https://www.wikidata.org/wiki/Q2678743',\n", " 'images': ['FL4515610'],\n", " 'place_id': 3},\n", " {'place_name': 'Art Gallery of New South Wales',\n", " 'alternative_name': '',\n", " 'latitude': -33.86879,\n", " 'longitude': 151.21748,\n", " 'geonames': 'http://www.geonames.org/6949391/art-gallery-of-new-south-wales.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q705551',\n", " 'images': ['FL4510098',\n", " 'FL4589913',\n", " 'FL4566059',\n", " 'FL4567741',\n", " 'FL4518192',\n", " 'FL4536142',\n", " 'FL4527332',\n", " 'FL4527283',\n", " 'FL4470517',\n", " 'FL4536277'],\n", " 'place_id': 4},\n", " {'place_name': 'Australia Square (Sydney, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.86487,\n", " 'longitude': 151.20762,\n", " 'geonames': 'http://www.geonames.org/6615611/australia-square.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q2872154',\n", " 'images': ['FL4542461', 'FL4523517', 'FL4571894', 'FL4404355', 'FL8798010'],\n", " 'place_id': 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(N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.8446,\n", " 'longitude': 151.0679,\n", " 'geonames': 'http://www.geonames.org/8162263/sydney-showground.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q2827149',\n", " 'images': ['FL4480024',\n", " 'FL4480026',\n", " 'FL4480027',\n", " 'FL4480028',\n", " 'FL4480029',\n", " 'FL4480030',\n", " 'FL4480031',\n", " 'FL4480032',\n", " 'FL4480033',\n", " 'FL4480034',\n", " 'FL4480035',\n", " 'FL4480036'],\n", " 'place_id': 148},\n", " {'place_name': 'Sydney Stadium (Rushcutters Bay, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.87291,\n", " 'longitude': 151.23187,\n", " 'geonames': 'http://www.geonames.org/8348191/rushcutters-bay.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q2919661',\n", " 'images': ['FL3397153', 'FL1326430', 'FL3341583'],\n", " 'place_id': 149},\n", " {'place_name': 'Sydney Stock Exchange',\n", " 'alternative_name': '',\n", " 'latitude': -33.86432,\n", " 'longitude': 151.20838,\n", " 'geonames': 'http://www.geonames.org/8645096/sydney-stock-exchange.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q732670',\n", " 'images': ['FL1795109', 'FL3400127', 'FL3368372'],\n", " 'place_id': 150},\n", " {'place_name': 'Sydney Town Hall (Sydney, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.8732,\n", " 'longitude': 151.206,\n", " 'geonames': 'http://www.geonames.org/6949416/sydney-town-hall.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q1192985',\n", " 'images': ['FL1228226',\n", " 'FL2444684',\n", " 'FL1228096',\n", " 'FL2107605',\n", " 'FL2062304',\n", " 'FL2134146'],\n", " 'place_id': 151},\n", " {'place_name': \"Teachers' Federation Building (166 Phillip Street, Sydney, N.S.W.)\",\n", " 'alternative_name': '',\n", " 'latitude': -33.86924,\n", " 'longitude': 151.21115,\n", " 'geonames': 'http://www.geonames.org/8645154/phillip-street.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q7185822',\n", " 'images': ['FL1309289',\n", " 'FL1395117',\n", " 'FL1326603',\n", " 'FL1419540',\n", " 'FL1318236',\n", " 'FL1416628'],\n", " 'place_id': 152},\n", " {'place_name': 'Trades Hall (Goulburn Street, Sydney, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.8775,\n", " 'longitude': 151.20378,\n", " 'geonames': 'http://www.geonames.org/8645184/goulburn-street.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q5588249',\n", " 'images': ['FL1279069', 'FL1290631', 'FL1279479', 'FL1273635', 'FL1412165'],\n", " 'place_id': 153},\n", " {'place_name': 'Trocadero (George Street, Sydney, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.8661,\n", " 'longitude': 151.20728,\n", " 'geonames': 'http://www.geonames.org/6955368/george-street.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q3760653',\n", " 'images': ['FL3129192', 'FL3129703', 'FL3421921', 'FL1282093'],\n", " 'place_id': 154},\n", " {'place_name': 'University of New South Wales',\n", " 'alternative_name': '',\n", " 'latitude': -33.9235,\n", " 'longitude': 151.2262,\n", " 'geonames': 'http://www.geonames.org/8176220/the-university-of-new-south-wales.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q734764',\n", " 'images': ['FL2182174', 'FL928134', 'FL878340', 'FL927534'],\n", " 'place_id': 156},\n", " {'place_name': 'University of New South Wales. Roundhouse',\n", " 'alternative_name': '',\n", " 'latitude': -33.9235,\n", " 'longitude': 151.2262,\n", " 'geonames': 'http://www.geonames.org/8176220/the-university-of-new-south-wales.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q734764',\n", " 'images': ['FL1052101',\n", " 'FL1035539',\n", " 'FL1110014',\n", " 'FL1104135',\n", " 'FL1015241',\n", " 'FL1080233'],\n", " 'place_id': 157},\n", " {'place_name': 'University of Sydney (N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.88853,\n", " 'longitude': 151.18791,\n", " 'geonames': 'http://www.geonames.org/8176221/the-university-of-sydney.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q487556',\n", " 'images': ['FL1232114', 'FL1230025', 'FL1913389', 'FL1889512', 'FL2134932'],\n", " 'place_id': 158},\n", " {'place_name': 'Vanuatu',\n", " 'alternative_name': '',\n", " 'latitude': -16.0,\n", " 'longitude': 167.0,\n", " 'geonames': 'http://www.geonames.org/2134431/republic-of-vanuatu.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q686',\n", " 'images': ['FL4409112',\n", " 'FL4409113',\n", " 'FL4409114',\n", " 'FL4409115',\n", " 'FL4409116',\n", " 'FL4409117',\n", " 'FL4409118',\n", " 'FL4409119',\n", " 'FL4409120',\n", " 'FL4409121',\n", " 'FL4409122'],\n", " 'place_id': 160},\n", " {'place_name': 'Victoria Street (Sydney, N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.89995,\n", " 'longitude': 151.25028,\n", " 'geonames': 'http://www.geonames.org/8665500/victoria-street.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q7927063',\n", " 'images': ['FL4510930',\n", " 'FL4510934',\n", " 'FL4510935',\n", " 'FL4510936',\n", " 'FL4510937',\n", " 'FL4510938',\n", " 'FL4510939',\n", " 'FL4510940',\n", " 'FL4510941',\n", " 'FL4510942',\n", " 'FL4510943',\n", " 'FL4510944',\n", " 'FL4510945'],\n", " 'place_id': 163},\n", " {'place_name': 'Walgett (N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -30.02461,\n", " 'longitude': 148.11566,\n", " 'geonames': 'http://www.geonames.org/2145049/walgett.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q458299',\n", " 'images': ['FL4517347',\n", " 'FL4517348',\n", " 'FL4517354',\n", " 'FL4517356',\n", " 'FL4517357',\n", " 'FL4517359',\n", " 'FL4517361',\n", " 'FL4517362',\n", " 'FL4517363',\n", " 'FL4517366',\n", " 'FL4517370',\n", " 'FL4517371',\n", " 'FL4517373',\n", " 'FL4517377',\n", " 'FL4517380',\n", " 'FL4517382',\n", " 'FL4517383',\n", " 'FL4517385',\n", " 'FL4517388',\n", " 'FL4517389'],\n", " 'place_id': 164},\n", " {'place_name': 'Walsh Bay (N.S.W.)',\n", " 'alternative_name': '',\n", " 'latitude': -33.8485,\n", " 'longitude': 151.2012,\n", " 'geonames': 'http://www.geonames.org/8538845/walsh-bay.html',\n", " 'wikidata': 'https://www.wikidata.org/wiki/Q21898481',\n", " 'images': ['FL4530708',\n", " 'FL4530709',\n", " 'FL4530710',\n", " 'FL4530711',\n", " 'FL4530712',\n", " 'FL4530713',\n", " 'FL4530714',\n", " 'FL4530715',\n", " 'FL4530716',\n", " 'FL4530717',\n", " 'FL4530718',\n", " 'FL4530719',\n", " 'FL4530720',\n", " 'FL4530721',\n", " 'FL4530722',\n", " 'FL4530723',\n", " 'FL4530724',\n", " 'FL4530725',\n", " 'FL4530726',\n", " 'FL4530727',\n", " 'FL4530728',\n", " 'FL4530729',\n", " 'FL4530730',\n", " 'FL4530731',\n", " 'FL4530732',\n", " 'FL4530733',\n", " 'FL4530734',\n", " 'FL4530735',\n", " 'FL4530736',\n", " 'FL4530737',\n", " 'FL4530738',\n", " 'FL4530739',\n", " 'FL4530740'],\n", " 'place_id': 167}]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[108,\n", " 109,\n", " 110,\n", " 111,\n", " 112,\n", " 113,\n", " 114,\n", " 115,\n", " 116,\n", " 117,\n", " 118,\n", " 119,\n", " 120,\n", " 121,\n", " 122,\n", " 123,\n", " 124,\n", " 125,\n", " 126,\n", " 127,\n", " 128,\n", " 129,\n", " 130,\n", " 131,\n", " 132,\n", " 133,\n", " 134,\n", " 135,\n", " 136,\n", " 137,\n", " 138,\n", " 139,\n", " 140,\n", " 141,\n", " 142,\n", " 143,\n", " 144,\n", " 145,\n", " 146,\n", " 147,\n", " 148,\n", " 149,\n", " 150,\n", " 151,\n", " 152,\n", " 153,\n", " 154,\n", " 155,\n", " 156,\n", " 157,\n", " 158,\n", " 159,\n", " 160,\n", " 161,\n", " 162,\n", " 163,\n", " 164,\n", " 165,\n", " 166,\n", " 167,\n", " 168,\n", " 169,\n", " 170,\n", " 171,\n", " 172,\n", " 173,\n", " 174,\n", " 175,\n", " 176,\n", " 177,\n", " 178,\n", " 179,\n", " 180,\n", " 181,\n", " 182,\n", " 183,\n", " 184,\n", " 185,\n", " 186,\n", " 187,\n", " 188,\n", " 189,\n", " 190,\n", " 191,\n", " 192,\n", " 193,\n", " 194,\n", " 195,\n", " 196,\n", " 197,\n", " 198,\n", " 199,\n", " 200,\n", " 201,\n", " 202,\n", " 203,\n", " 204,\n", " 205,\n", " 206,\n", " 207,\n", " 208,\n", " 209,\n", " 210,\n", " 211,\n", " 212,\n", " 213,\n", " 214]" ] }, "execution_count": 28, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from tinydb import TinyDB\n", "db = TinyDB('places.json')\n", "db.insert_multiple(data)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.5" } }, "nbformat": 4, "nbformat_minor": 2 }