{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "import sys\n", "sys.path.insert(0, '/Users/joel/src/thundr/tracker')" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from tracker.instagram import instascrape as insta" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from bs4 import BeautifulSoup" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis = None\n", "with open('/Users/joel/Desktop/insta_ale.e.sha.html') as fin:\n", " lis = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "3187" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "len(lis)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[
  • \"salex_renat's
    salex_renat
    salexandrenat
    • ,\n", "
  • \"ders_vakti_7's
    ders_vakti_7
    ders_vakti_
    • ,\n", "
  • \"adityaagravat1's
    adityaagravat1
    adityaaagravat
    • ,\n", "
  • \"xmelisax06x34's
    xmelisax06x34
    Melisa Duman
    • ]" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lis[-5:-1]" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis2 = None\n", "with open('/Users/joel/Desktop/insta_thatshitgraye.html') as fin:\n", " lis2 = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 184, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis3 = None\n", "with open('/Users/joel/Desktop/insta_joesefjoesefjoesef.html') as fin:\n", " lis3 = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 185, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis4 = None\n", "with open('/Users/joel/Desktop/insta_mathilda_homer.html') as fin:\n", " lis4 = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 186, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis5 = None\n", "with open('/Users/joel/Desktop/insta_muguncov.html') as fin:\n", " lis5 = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 187, "metadata": { "collapsed": true }, "outputs": [], "source": [ "lis6 = None\n", "with open('/Users/joel/Desktop/insta_rushyfromthe3') as fin:\n", " lis6 = BeautifulSoup(fin.read(), \"html5lib\").select(\"li\")" ] }, { "cell_type": "code", "execution_count": 188, "metadata": { "collapsed": true }, "outputs": [], "source": [ "counts = {}" ] }, { "cell_type": "code", "execution_count": 190, "metadata": { "collapsed": true }, "outputs": [], "source": [ "all_lists = [\n", " (lis, 'quarrywastaken'), (lis2, 'thatshitgraye'), (lis3, 'josefjosefjosef'), (lis4, 'mathilda_homer'),\n", " (lis5, 'muguncov'), (lis6, 'rushyfromthe3')\n", "]" ] }, { "cell_type": "code", "execution_count": 191, "metadata": { "collapsed": true }, "outputs": [], "source": [ "for lst, inid in all_lists:\n", " for i, li in enumerate(reversed(lst)):\n", " p = insta.parse_li(li)\n", " counts.setdefault(p['id'], []).append((i,inid))" ] }, { "cell_type": "code", "execution_count": 193, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(10608, 10680)" ] }, "execution_count": 193, "metadata": {}, "output_type": "execute_result" } ], "source": [ "(len(counts), sum([len(l[0]) for l in all_lists]))" ] }, { "cell_type": "code", "execution_count": 194, "metadata": { "scrolled": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "https://www.instagram.com/declanmc_/ ; quarrywastaken,josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/danmarket/ ; quarrywastaken,josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/vinny.shiels/ ; thatshitgraye,josefjosefjosef,muguncov\n", "https://www.instagram.com/__jackryan/ ; thatshitgraye,mathilda_homer,muguncov\n", "https://www.instagram.com/somewhere_soul/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/matilda_senior/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/miles_aheadmusic/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/datwaymusic/ ; mathilda_homer,rushyfromthe3\n", "https://www.instagram.com/surviversango/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/evergreen_live/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/shinobi.eff/ ; muguncov,rushyfromthe3\n", "https://www.instagram.com/thingsiloveboard/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/tranzformazmusicgroup/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/asap_mickeytee/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/chrisfu11er/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/rachel.yeehaw/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/anonymousanr/ ; thatshitgraye,josefjosefjosef\n", "https://www.instagram.com/rimesmerky/ ; thatshitgraye,josefjosefjosef\n", "https://www.instagram.com/mollyollyollyollyolly/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/flookielukie/ ; mathilda_homer,muguncov\n", "https://www.instagram.com/andy___park/ ; josefjosefjosef,rushyfromthe3\n", "https://www.instagram.com/oli_trying_to_do_music/ ; muguncov,rushyfromthe3\n", "https://www.instagram.com/pa.ola77/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/lilymooremusic/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/jambon1989/ ; quarrywastaken,josefjosefjosef\n", "https://www.instagram.com/jacobporritt/ ; josefjosefjosef,muguncov\n", "https://www.instagram.com/sirulyan/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/elegantgoon/ ; thatshitgraye,muguncov\n", "https://www.instagram.com/liamklimek/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/thespiritualchild/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/megbabeydavies/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/o999olaka/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/friday_stranger/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/tomdunne23/ ; quarrywastaken,thatshitgraye\n", "https://www.instagram.com/owencutts/ ; quarrywastaken,thatshitgraye\n", "https://www.instagram.com/jtoveyfrost/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/freddiestisted/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/londonglamours/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/fire_london/ ; thatshitgraye,rushyfromthe3\n", "https://www.instagram.com/alexpeppiatt/ ; quarrywastaken,thatshitgraye\n", "https://www.instagram.com/stuarrtclarrke/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/hiitskitti/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/joerubel/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/adrian_jolly/ ; mathilda_homer,muguncov\n", "https://www.instagram.com/tangled_roots_festival/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/heyimdanieljames/ ; quarrywastaken,josefjosefjosef\n", "https://www.instagram.com/lucysuleiman/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/joell._/ ; josefjosefjosef,muguncov\n", "https://www.instagram.com/musicsnobb/ ; thatshitgraye,josefjosefjosef\n", "https://www.instagram.com/vibestudiosmixing/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/liamburkeinsta/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/thetrashfactory/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/zoegrtsn/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/brookbaili/ ; thatshitgraye,muguncov\n", "https://www.instagram.com/ilkin_berdelin/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/daniel_briskin/ ; quarrywastaken,thatshitgraye\n", "https://www.instagram.com/olivenunn/ ; thatshitgraye,josefjosefjosef\n", "https://www.instagram.com/primary_talent_international/ ; quarrywastaken,josefjosefjosef\n", "https://www.instagram.com/dudafyahbox/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/oliviakatesmithmusic/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/evebuckley_/ ; josefjosefjosef,mathilda_homer\n", "https://www.instagram.com/kronoskreative/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/thomaszaqueu/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/foxxdaily/ ; quarrywastaken,thatshitgraye\n", "https://www.instagram.com/deevvv_c/ ; muguncov,rushyfromthe3\n", "https://www.instagram.com/kevinpotagoli/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/celestine_ola_steenkamp/ ; thatshitgraye,mathilda_homer\n", "https://www.instagram.com/nathan2dimensionz/ ; thatshitgraye,mathilda_homer\n" ] } ], "source": [ "print(\"\\n\".join([\"https://www.instagram.com/\" + r[0] + \"/ ; 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    \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", "
    usernamefull_namebiographyis_privatefollowersfollowinglast_post_timelast_post_location
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    " ], "text/plain": [ " username full_name \\\n", "0 king_usman007 100%F4F❤L4L❤GT \n", "\n", " biography is_private followers \\\n", "0 Mr Perfect😎\\nMuslim Alhamdulillah😇\\nMy Dad my ... False 6899 \n", "\n", " following last_post_time last_post_location \n", "0 7181 2019-05-23 14:10:24 Istanbul, Turkey " ] }, "execution_count": 109, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pd.DataFrame(data=rows, columns=['username', 'full_name', 'biography', 'is_private', 'followers', 'following', 'last_post_time','last_post_location'])" ] }, { "cell_type": "code", "execution_count": 96, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from datetime import datetime" ] }, { "cell_type": "code", "execution_count": 81, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "biography\n", "blocked_by_viewer\n", "country_block\n", "external_url\n", "external_url_linkshimmed\n", "edge_followed_by\n", "followed_by_viewer\n", "edge_follow\n", "follows_viewer\n", "full_name\n", "has_channel\n", "has_blocked_viewer\n", "highlight_reel_count\n", "has_requested_viewer\n", "id\n", "is_business_account\n", "is_joined_recently\n", "business_category_name\n", "is_private\n", "is_verified\n", "edge_mutual_followed_by\n", "profile_pic_url\n", "profile_pic_url_hd\n", "requested_by_viewer\n", "username\n", "connected_fb_page\n", "edge_felix_video_timeline\n", "edge_owner_to_timeline_media\n", "edge_saved_media\n", "edge_media_collections\n" ] } ], "source": [ "print('\\n'.join(page_data['entry_data']['ProfilePage'][0]['graphql']['user'].keys()))" ] }, { "cell_type": "code", "execution_count": 95, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'accessibility_caption': 'Image may contain: one or more people, people standing and outdoor',\n", " 'location': {'has_public_page': True,\n", " 'id': '212903416',\n", " 'name': 'Istanbul, Turkey',\n", " 'slug': 'istanbul-turkey'},\n", " 'taken_at_timestamp': 1558617024}" ] }, "execution_count": 95, "metadata": {}, "output_type": "execute_result" } ], "source": [ "last_img = {k: v for (k,v) in \n", " page_data['entry_data']['ProfilePage'][0]['graphql']['user']['edge_owner_to_timeline_media']['edges'][0]['node'].items()\n", " if k in ('taken_at_timestamp', 'location', 'accessibility_caption')\n", "}\n", "last_img\n" ] }, { "cell_type": "code", "execution_count": 99, "metadata": { "collapsed": true }, "outputs": [], "source": [ "last_img['last_post_location'] = last_img['location']['name']\n", "last_img['last_post_time'] = datetime.fromtimestamp(last_img['taken_at_timestamp'])" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "datetime.datetime(2019, 5, 23, 14, 10, 24)" ] }, "execution_count": 98, "metadata": {}, "output_type": "execute_result" } ], "source": [ "datetime.fromtimestamp(1558617024)" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['__typename', 'id', 'edge_media_to_caption', 'shortcode', 'edge_media_to_comment', 'comments_disabled', 'taken_at_timestamp', 'dimensions', 'display_url', 'edge_liked_by', 'edge_media_preview_like', 'location', 'gating_info', 'media_preview', 'owner', 'thumbnail_src', 'thumbnail_resources', 'is_video', 'accessibility_caption'])" ] }, "execution_count": 93, "metadata": {}, "output_type": "execute_result" } ], "source": [ "page_data['entry_data']['ProfilePage'][0]['graphql']['user']['edge_owner_to_timeline_media']['edges'][0]['node'].keys()" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "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": "3.7.1" } }, "nbformat": 4, "nbformat_minor": 2 }