{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## Identifying Influencers\n", "\n", "Using a sample of some interesting artists, we will look for who followed them, ideally early, and of those who followed multiple. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "from importlib import reload" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import sys; sys.path.append(\"/Users/joel/src/thundr/tracker\")" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import os\n", "os.environ['WL_INSTA_WEBDRIVER_HOST'] = 'http://localhost:4444'\n", "os.environ['WL_LOG_PLAIN_TEXT'] = 'true'" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No buildsha.py defined. sha will be 'NOT_SET'\n", "Not using secrets manager\n", "use_my_whitelist_cache False\n" ] } ], "source": [ "from tracker import db\n", "db.Session.remove(); db.setup_session()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "import pandas as pd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Collecting itsaziya" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "import random, json, time" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "from tracker.instagram import instascrape" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "from bs4 import BeautifulSoup" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "dr = instascrape.get_configured_driver()" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def login(driver):\n", " instascrape._login_to_instagram(\n", " driver, \n", " username='joellst.in', \n", " password='thisisinstagram'\n", " )\n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "class PrivateAccountError(RuntimeError):\n", " pass" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def get_total_follows(driver):\n", " return int(driver.execute_script(\n", " 'return __initialData.data.entry_data.ProfilePage[0].graphql.user.edge_follow.count'\n", " ))" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def get_total_followers(driver):\n", " return int(driver.execute_script(\n", " 'return __initialData.data.entry_data.ProfilePage[0].graphql.user.edge_followed_by.count'\n", " ))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "def open_dialog_and_get_scroll_class(\n", " driver,\n", " influencer_inid,\n", " scrape_followers=True,\n", " load_sleep=15\n", ") -> str:\n", " \n", "# instascrape._login_to_instagram(\n", "# driver, username='joellst.in', password='thisisinstagram'\n", "# )\n", "\n", " \n", " url = \"https://www.instagram.com/{}\".format(influencer_inid)\n", " print(f\"Visiting: {url} sleeping for 15 seconds\")\n", " driver.get(url)\n", " time.sleep(load_sleep)\n", "\n", " # driver.wait_and_get_element_by_css_selector(\"h1[title='{}' i]\".format(influencer_inid))\n", " # driver.wait_for_text_to_be_present(\"main header\", influencer_inid)\n", " \n", " header_text = driver.find_element_by_css_selector('main header').text.lower()\n", " if influencer_inid.lower() not in header_text:\n", " raise RuntimeException(f\"Didn't seem to find the page for {url}\")\n", "\n", " is_private = driver.execute_script(\n", " 'return __initialData.data.entry_data.ProfilePage[0].graphql.user.is_private'\n", " )\n", " is_followed = driver.execute_script(\n", " 'return __initialData.data.entry_data.ProfilePage[0].graphql.user.followed_by_viewer'\n", " )\n", " \n", " if is_private and not is_followed:\n", " raise PrivateAccountError(influencer_inid)\n", " \n", " if scrape_followers:\n", " link_text = 'followers'\n", " box_label = 'Followers'\n", " else:\n", " link_text = 'following'\n", " box_label = 'Following'\n", " \n", " driver.find_element_by_partial_link_text(link_text).click()\n", " time.sleep(2)\n", " els = driver.find_element_by_css_selector(\"div[role=dialog]\")\n", " print(f\"Opened {link_text}\")\n", " dialoghtml = els.get_attribute(\"innerHTML\")\n", " soup = BeautifulSoup(dialoghtml, \"html5lib\")\n", " sib = [d for d in soup.find_all(\"div\") if d.text.strip() == box_label][0]\n", " scrollClass = list(sib.parent.children)[-1]\n", " scroll = scrollClass.attrs[\"class\"][0]\n", " print(f\"Found scroll class: {scroll}\")\n", " return scroll\n", "\n", "def parse_insta_page(ulhtml):\n", " data = {}\n", " lis = BeautifulSoup(ulhtml, \"html5lib\").select('li')\n", " for li in lis:\n", " try:\n", " f = instascrape.parse_li(li)\n", " inid = f['id']\n", " except Exception as e:\n", " print(\"Failed to parse list item. {} error: {}\".format(li, e))\n", " else:\n", " data[inid] = f\n", " return data\n", "\n", "def collect_accounts_from_dialog(driver, scroll_class, outfilename, target_total_accounts=None):\n", " data_dict = {}\n", " for i in range(100):\n", " print(f\"Scrolling {i}...\")\n", " driver.execute_script(\n", " f\"document.getElementsByClassName('{scroll_class}')[0].scrollTop = 100000000\"\n", " )\n", " time.sleep(4)\n", " ul = driver.find_element_by_class_name(scroll_class).get_attribute(\"innerHTML\")\n", " data_dict = parse_insta_page(str(ul))\n", " print(f\"Parsed, collected {len(data_dict)} items\")\n", " \n", " with open(outfilename, \"w\") as outfile:\n", " json.dump(data_dict, outfile)\n", " print(\"Wrote to file.\")\n", " \n", " if target_total_accounts is not None and len(data_dict) >= target_total_accounts:\n", " print(\"Collected target, done.\")\n", " return\n", " \n", " sleepsec = 40 + random.randint(0, 60)\n", " print(f\"Sleeping {sleepsec} seconds.\\n\")\n", " time.sleep(sleepsec)\n", " \n", " return data_dict" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "def collect_all(driver, inidlist):\n", " \n", " for inid in inidlist:\n", " try:\n", " scroll_class = open_dialog_and_get_scroll_class(driver, inid, scrape_followers=False, load_sleep=5)\n", " follows = get_total_follows(driver)\n", " print(f\"Found {follows} follows for {inid}\")\n", " collect_accounts_from_dialog(driver, scroll_class, f'../infollows_{inid}.json', min(follows, 1000))\n", " except PrivateAccountError as pe:\n", " print(f\"Private account {inid}\")\n", " \n", " " ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "def collect_all_followers(driver, inidlist):\n", " \n", " for inid in inidlist:\n", " try:\n", " scroll_class = open_dialog_and_get_scroll_class(driver, inid, scrape_followers=True, load_sleep=5)\n", " follows = get_total_followers(driver)\n", " print(f\"Found {follows} follows for {inid}\")\n", " collect_accounts_from_dialog(driver, scroll_class, f'../infollowers_{inid}.json', min(follows, 20000))\n", " except PrivateAccountError as pe:\n", " print(f\"Private account {inid}\")" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "meme_start_inids = [\n", " 'shitheadsteve',\n", " 'memes',\n", " 'fuckjerry',\n", " 'memezar',\n", " 'remixgodsuede',\n", "]" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "login(dr)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Visiting: https://www.instagram.com/jakebugg sleeping for 15 seconds\n", "Opened followers\n", "Found scroll class: isgrP\n", "Found 341612 follows for jakebugg\n", "Scrolling 0...\n", "Parsed, collected 24 items\n", "Wrote to file.\n", "Sleeping 50 seconds.\n", "\n", "Scrolling 1...\n", "Parsed, collected 36 items\n", "Wrote to file.\n", "Sleeping 83 seconds.\n", "\n", "Scrolling 2...\n", "Parsed, collected 48 items\n", "Wrote to file.\n", "Sleeping 43 seconds.\n", "\n", "Scrolling 3...\n", "Parsed, collected 60 items\n", "Wrote to file.\n", "Sleeping 41 seconds.\n", "\n", "Scrolling 4...\n", "Parsed, collected 72 items\n", "Wrote to file.\n", "Sleeping 88 seconds.\n", "\n", "Scrolling 5...\n", "Parsed, collected 84 items\n", "Wrote to file.\n", "Sleeping 48 seconds.\n", "\n", "Scrolling 6...\n", "Parsed, collected 96 items\n", "Wrote to file.\n", "Sleeping 93 seconds.\n", "\n", "Scrolling 7...\n", "Parsed, collected 108 items\n", "Wrote to file.\n", "Sleeping 94 seconds.\n", "\n", "Scrolling 8...\n", "Parsed, collected 120 items\n", "Wrote to file.\n", "Sleeping 96 seconds.\n", "\n", "Scrolling 9...\n", "Parsed, collected 132 items\n", "Wrote to file.\n", "Sleeping 88 seconds.\n", "\n", "Scrolling 10...\n", "Parsed, collected 144 items\n", "Wrote to file.\n", "Sleeping 50 seconds.\n", "\n", "Scrolling 11...\n", "Parsed, collected 156 items\n", "Wrote to file.\n", "Sleeping 70 seconds.\n", "\n", "Scrolling 12...\n", "Parsed, collected 168 items\n", "Wrote to file.\n", "Sleeping 95 seconds.\n", "\n", "Scrolling 13...\n", "Parsed, collected 180 items\n", "Wrote to file.\n", "Sleeping 89 seconds.\n", "\n", "Scrolling 14...\n", "Parsed, collected 192 items\n", "Wrote to file.\n", "Sleeping 60 seconds.\n", "\n", "Scrolling 15...\n", "Parsed, collected 204 items\n", "Wrote to file.\n", "Sleeping 58 seconds.\n", "\n", "Scrolling 16...\n", "Parsed, collected 216 items\n", "Wrote to file.\n", "Sleeping 87 seconds.\n", "\n", "Scrolling 17...\n", "Parsed, collected 228 items\n", "Wrote to file.\n", "Sleeping 49 seconds.\n", "\n", "Scrolling 18...\n", "Parsed, collected 240 items\n", "Wrote to file.\n", "Sleeping 80 seconds.\n", "\n", "Scrolling 19...\n", "Parsed, collected 252 items\n", "Wrote to file.\n", "Sleeping 79 seconds.\n", "\n", "Scrolling 20...\n", "Parsed, collected 264 items\n", "Wrote to file.\n", "Sleeping 75 seconds.\n", "\n", "Scrolling 21...\n", "Parsed, collected 276 items\n", "Wrote to file.\n", "Sleeping 43 seconds.\n", "\n", "Scrolling 22...\n", "Parsed, collected 288 items\n", "Wrote to file.\n", "Sleeping 97 seconds.\n", "\n", "Scrolling 23...\n", "Parsed, collected 300 items\n", "Wrote to file.\n", "Sleeping 92 seconds.\n", "\n", "Scrolling 24...\n", "Parsed, collected 312 items\n", "Wrote to file.\n", "Sleeping 75 seconds.\n", "\n", "Scrolling 25...\n", "Parsed, collected 324 items\n", "Wrote to file.\n", "Sleeping 69 seconds.\n", "\n", "Scrolling 26...\n", "Parsed, collected 336 items\n", "Wrote to file.\n", "Sleeping 43 seconds.\n", "\n", "Scrolling 27...\n", "Parsed, collected 348 items\n", "Wrote to file.\n", "Sleeping 63 seconds.\n", "\n", "Scrolling 28...\n", "Parsed, collected 360 items\n", "Wrote to file.\n", "Sleeping 80 seconds.\n", "\n", "Scrolling 29...\n", "Parsed, collected 372 items\n", "Wrote to file.\n", "Sleeping 78 seconds.\n", "\n", "Scrolling 30...\n", "Parsed, collected 384 items\n", "Wrote to file.\n", "Sleeping 96 seconds.\n", "\n", "Scrolling 31...\n", "Parsed, collected 396 items\n", "Wrote to file.\n", "Sleeping 46 seconds.\n", "\n", "Scrolling 32...\n", "Parsed, collected 408 items\n", "Wrote to file.\n", "Sleeping 53 seconds.\n", "\n", "Scrolling 33...\n", "Parsed, collected 420 items\n", "Wrote to file.\n", "Sleeping 94 seconds.\n", "\n", "Scrolling 34...\n", "Parsed, collected 432 items\n", "Wrote to file.\n", "Sleeping 70 seconds.\n", "\n", "Scrolling 35...\n", "Parsed, collected 444 items\n", "Wrote to file.\n", "Sleeping 86 seconds.\n", "\n", "Scrolling 36...\n", "Parsed, collected 456 items\n", "Wrote to file.\n", "Sleeping 64 seconds.\n", "\n", "Scrolling 37...\n", "Parsed, collected 468 items\n", "Wrote to file.\n", "Sleeping 48 seconds.\n", "\n", "Scrolling 38...\n", "Parsed, collected 480 items\n", "Wrote to file.\n", "Sleeping 76 seconds.\n", "\n", "Scrolling 39...\n", "Parsed, collected 492 items\n", "Wrote to file.\n", "Sleeping 61 seconds.\n", "\n", "Scrolling 40...\n", "Parsed, collected 504 items\n", "Wrote to file.\n", "Sleeping 43 seconds.\n", "\n", "Scrolling 41...\n", "Parsed, collected 516 items\n", "Wrote to file.\n", "Sleeping 60 seconds.\n", "\n", "Scrolling 42...\n", "Parsed, collected 528 items\n", "Wrote to file.\n", "Sleeping 58 seconds.\n", "\n", "Scrolling 43...\n", "Parsed, collected 540 items\n", "Wrote to file.\n", "Sleeping 96 seconds.\n", "\n", "Scrolling 44...\n", "Parsed, collected 552 items\n", "Wrote to file.\n", "Sleeping 86 seconds.\n", "\n", "Scrolling 45...\n", "Parsed, collected 564 items\n", "Wrote to file.\n", "Sleeping 72 seconds.\n", "\n", "Scrolling 46...\n", "Parsed, collected 576 items\n", "Wrote to file.\n", "Sleeping 85 seconds.\n", "\n", "Scrolling 47...\n", "Parsed, collected 588 items\n", "Wrote to file.\n", "Sleeping 56 seconds.\n", "\n", "Scrolling 48...\n", "Parsed, collected 600 items\n", "Wrote to file.\n", "Sleeping 99 seconds.\n", "\n", "Scrolling 49...\n", "Parsed, collected 612 items\n", "Wrote to file.\n", "Sleeping 59 seconds.\n", "\n", "Scrolling 50...\n", "Parsed, collected 624 items\n", "Wrote to file.\n", "Sleeping 65 seconds.\n", "\n", "Scrolling 51...\n", "Parsed, collected 636 items\n", "Wrote to file.\n", "Sleeping 48 seconds.\n", "\n", "Scrolling 52...\n", "Parsed, collected 648 items\n", "Wrote to file.\n", "Sleeping 54 seconds.\n", "\n", "Scrolling 53...\n", "Parsed, collected 660 items\n", "Wrote to file.\n", "Sleeping 96 seconds.\n", "\n", "Scrolling 54...\n", "Parsed, collected 672 items\n", "Wrote to file.\n", "Sleeping 43 seconds.\n", "\n", "Scrolling 55...\n", "Parsed, collected 684 items\n", "Wrote to file.\n", "Sleeping 86 seconds.\n", "\n", "Scrolling 56...\n", "Parsed, collected 708 items\n", "Wrote to file.\n", "Sleeping 62 seconds.\n", "\n", "Scrolling 57...\n", "Parsed, collected 720 items\n", "Wrote to file.\n", "Sleeping 61 seconds.\n", "\n", "Scrolling 58...\n", "Parsed, collected 732 items\n", "Wrote to file.\n", "Sleeping 97 seconds.\n", "\n", "Scrolling 59...\n", "Parsed, collected 744 items\n", "Wrote to file.\n", "Sleeping 63 seconds.\n", "\n", "Scrolling 60...\n", "Parsed, collected 756 items\n", "Wrote to file.\n", "Sleeping 80 seconds.\n", "\n", "Scrolling 61...\n", "Parsed, collected 768 items\n", "Wrote to file.\n", "Sleeping 82 seconds.\n", "\n", "Scrolling 62...\n", "Parsed, collected 780 items\n", "Wrote to file.\n", "Sleeping 87 seconds.\n", "\n", "Scrolling 63...\n", "Parsed, collected 792 items\n", "Wrote to file.\n", "Sleeping 46 seconds.\n", "\n", "Scrolling 64...\n", "Parsed, collected 804 items\n", "Wrote to file.\n", "Sleeping 73 seconds.\n", "\n", "Scrolling 65...\n", "Parsed, collected 816 items\n", "Wrote to file.\n", "Sleeping 95 seconds.\n", "\n", "Scrolling 66...\n", "Parsed, collected 828 items\n", "Wrote to file.\n", "Sleeping 64 seconds.\n", "\n", "Scrolling 67...\n", "Parsed, collected 840 items\n", "Wrote to file.\n", "Sleeping 71 seconds.\n", "\n", "Scrolling 68...\n", "Parsed, collected 852 items\n", "Wrote to file.\n", "Sleeping 61 seconds.\n", "\n", "Scrolling 69...\n", "Parsed, collected 864 items\n", "Wrote to file.\n", "Sleeping 67 seconds.\n", "\n", "Scrolling 70...\n", "Parsed, collected 876 items\n", "Wrote to file.\n", "Sleeping 42 seconds.\n", "\n", "Scrolling 71...\n", "Parsed, collected 888 items\n", "Wrote to file.\n", "Sleeping 97 seconds.\n", "\n", "Scrolling 72...\n", "Parsed, collected 900 items\n", "Wrote to file.\n", "Sleeping 65 seconds.\n", "\n", "Scrolling 73...\n", "Parsed, collected 912 items\n", "Wrote to file.\n", "Sleeping 72 seconds.\n", "\n", "Scrolling 74...\n", "Parsed, collected 924 items\n", "Wrote to file.\n", "Sleeping 93 seconds.\n", "\n", "Scrolling 75...\n", "Parsed, collected 936 items\n", "Wrote to file.\n", "Sleeping 61 seconds.\n", "\n", "Scrolling 76...\n", "Parsed, collected 948 items\n", "Wrote to file.\n", "Sleeping 62 seconds.\n", "\n", "Scrolling 77...\n", "Parsed, collected 960 items\n", "Wrote to file.\n", "Sleeping 82 seconds.\n", "\n", "Scrolling 78...\n", "Parsed, collected 972 items\n", "Wrote to file.\n", "Sleeping 50 seconds.\n", "\n", "Scrolling 79...\n", "Parsed, collected 984 items\n", "Wrote to file.\n", "Sleeping 41 seconds.\n", "\n", "Scrolling 80...\n", "Parsed, collected 996 items\n", "Wrote to file.\n", "Sleeping 48 seconds.\n", "\n", "Scrolling 81...\n", "Parsed, collected 1008 items\n", "Wrote to file.\n", "Sleeping 52 seconds.\n", "\n", "Scrolling 82...\n", "Parsed, collected 1020 items\n", "Wrote to file.\n", "Sleeping 48 seconds.\n", "\n", "Scrolling 83...\n", "Parsed, collected 1032 items\n", "Wrote to file.\n", "Sleeping 62 seconds.\n", "\n", "Scrolling 84...\n", "Parsed, collected 1044 items\n", "Wrote to file.\n", "Sleeping 84 seconds.\n", "\n", "Scrolling 85...\n", "Parsed, collected 1056 items\n", "Wrote to file.\n", "Sleeping 72 seconds.\n", "\n", "Scrolling 86...\n", "Parsed, collected 1068 items\n", "Wrote to file.\n", "Sleeping 44 seconds.\n", "\n", "Scrolling 87...\n", "Parsed, collected 1080 items\n", "Wrote to file.\n", "Sleeping 66 seconds.\n", "\n", "Scrolling 88...\n", "Parsed, collected 1092 items\n", "Wrote to file.\n", "Sleeping 84 seconds.\n", "\n", "Scrolling 89...\n", "Parsed, collected 1104 items\n", "Wrote to file.\n", "Sleeping 58 seconds.\n", "\n", "Scrolling 90...\n", "Parsed, collected 1116 items\n", "Wrote to file.\n", "Sleeping 83 seconds.\n", "\n", "Scrolling 91...\n", "Parsed, collected 1128 items\n", "Wrote to file.\n", "Sleeping 83 seconds.\n", "\n", "Scrolling 92...\n", "Parsed, collected 1140 items\n", "Wrote to file.\n", "Sleeping 93 seconds.\n", "\n", "Scrolling 93...\n", "Parsed, collected 1152 items\n", "Wrote to file.\n", "Sleeping 55 seconds.\n", "\n", "Scrolling 94...\n", "Parsed, collected 1164 items\n", "Wrote to file.\n", "Sleeping 78 seconds.\n", "\n", "Scrolling 95...\n", "Parsed, collected 1176 items\n", "Wrote to file.\n", "Sleeping 96 seconds.\n", "\n", "Scrolling 96...\n", "Parsed, collected 1188 items\n", "Wrote to file.\n", "Sleeping 68 seconds.\n", "\n", "Scrolling 97...\n", "Parsed, collected 1200 items\n", "Wrote to file.\n", "Sleeping 46 seconds.\n", "\n", "Scrolling 98...\n", "Parsed, collected 1212 items\n", "Wrote to file.\n", "Sleeping 69 seconds.\n", "\n", "Scrolling 99...\n", "Parsed, collected 1224 items\n", "Wrote to file.\n", "Sleeping 90 seconds.\n", "\n" ] } ], "source": [ "collect_all_followers(dr, ['jakebugg'])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'shitheadsteve\\nVerified\\nFollow\\n7,065 posts\\n5.6m followers\\n78 following\\nShitheadsteve\\nBest meme page of 2020 10 years in a row\\nOriginals watermarked @shitheadsteve\\nBy @doingthings\\n👇Joe Exotic non-medical mask\\nbit.ly/39LZBt4\\nFollowed by devofharris, johnnybrockle, brad_leone + 4 more'" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "dr.find_element_by_css_selector('main header').text" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "scroll_class = login_and_get_scroll_class(dr, 'itsaziya')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "data = collect_followers(dr, scroll_class, 'itsaziya')" ] }, { "cell_type": "markdown", "metadata": { "collapsed": true }, "source": [ "curl 'https://www.instagram.com/graphql/query/?query_hash=c76146de99bb02f6415203be841dd25a&variables=%7B%22id%22%3A%221834147587%22%2C%22include_reel%22%3Atrue%2C%22fetch_mutual%22%3Atrue%2C%22first%22%3A24%7D' -H 'authority: www.instagram.com' -H 'x-ig-www-claim: hmac.AR0Gtv_iFU9Anxpk1PyJqktnnAZbK46CeJWwmTxYAcqutTvx' -H 'user-agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36' -H 'accept: */*' -H 'sec-fetch-dest: empty' -H 'x-requested-with: XMLHttpRequest' -H 'x-csrftoken: PtUg21ImMKq3sXajcE5dTCxZidXYFqZl' -H 'x-ig-app-id: 936619743392459' -H 'sec-fetch-site: same-origin' -H 'sec-fetch-mode: cors' -H 'referer: https://www.instagram.com/itsaziya/followers/' -H 'accept-language: en-GB,en-US;q=0.9,en;q=0.8' -H 'cookie: mcd=3; ds_user_id=5540370585; csrftoken=PtUg21ImMKq3sXajcE5dTCxZidXYFqZl; mid=W_x5KgAEAAHa4sq9qWJ_3Kp8oVqi; sessionid=5540370585%3AArPVZELwjPowLz%3A17; datr=Tc5AXJRMQwXYog3CB2oqqNy5; ig_cb=1; ig_did=D00E90C0-8DA6-4882-A5D3-B2D76913BC08; shbid=14788; rur=FRC; shbts=1585944593.5616858; urlgen=\"{\\\"149.248.105.137\\\": 36445}:1jLTDS:8Gesb-KMzZsG6A_hE-tlGCqeYRY\"' --compressed" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "json.dump?" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "curl 'https://www.instagram.com/graphql/query/?query_hash=c76146de99bb02f6415203be841dd25a&variables=%7B%22id%22%3A%221834147587%22%2C%22include_reel%22%3Atrue%2C%22fetch_mutual%22%3Afalse%2C%22first%22%3A12%2C%22after%22%3A%22QVFBdTFHMzdlZXZGZzB1QW53cHlmQ0R6SFRhZDE0Q2NCVmhTYkZfTWhVYXVBamkzbjlZN3BFUnd0UGU1ZzhtNmRwdGlPdktoZmpXYWRjem9DVGllOGxKaw%3D%3D%22%7D' -H 'authority: www.instagram.com' -H 'x-ig-www-claim: hmac.AR0Gtv_iFU9Anxpk1PyJqktnnAZbK46CeJWwmTxYAcqutTvx' -H 'user-agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_14_6) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/80.0.3987.149 Safari/537.36' -H 'accept: */*' -H 'sec-fetch-dest: empty' -H 'x-requested-with: XMLHttpRequest' -H 'x-csrftoken: PtUg21ImMKq3sXajcE5dTCxZidXYFqZl' -H 'x-ig-app-id: 936619743392459' -H 'sec-fetch-site: same-origin' -H 'sec-fetch-mode: cors' -H 'referer: https://www.instagram.com/itsaziya/followers/' -H 'accept-language: en-GB,en-US;q=0.9,en;q=0.8' -H 'cookie: mcd=3; ds_user_id=5540370585; csrftoken=PtUg21ImMKq3sXajcE5dTCxZidXYFqZl; mid=W_x5KgAEAAHa4sq9qWJ_3Kp8oVqi; sessionid=5540370585%3AArPVZELwjPowLz%3A17; datr=Tc5AXJRMQwXYog3CB2oqqNy5; ig_cb=1; ig_did=D00E90C0-8DA6-4882-A5D3-B2D76913BC08; shbid=14788; rur=FRC; shbts=1585944593.5616858; urlgen=\"{\\\"149.248.105.137\\\": 36445}:1jLTDm:5dgFeOsjtF4XLBeaHFmrj-RND3A\"' --compressed" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "parse.unquote('%7B%22id%22%3A%221834147587%22%2C%22include_reel%22%3Atrue%2C%22fetch_mutual%22%3Afalse%2C%22first%22%3A12%2C%22after%22%3A%22QVFBdTFHMzdlZXZGZzB1QW53cHlmQ0R6SFRhZDE0Q2NCVmhTYkZfTWhVYXVBamkzbjlZN3BFUnd0UGU1ZzhtNmRwdGlPdktoZmpXYWRjem9DVGllOGxKaw%3D%3D%22%7D')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "import json" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "data = json.load(open('/Users/joel/src/thundr/tracker/scripts/infollowers_catburns.json'))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "with open(\"/Users/joel/Desktop/catburns.csv\", \"w\") as fout:\n", " \n", " fout.write(\"Page Account or URL,List\\n\")\n", " for i in data.keys():\n", " fout.write(f\"https://www.instagram.com/{i},Another\\n\")\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "crowdtangle_data = open('/Users/joel/Desktop/ctdata1.txt').read()" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['',\n", " 'Account',\n", " 'Name',\n", " 'Total',\n", " 'Interactions',\n", " 'Interaction',\n", " 'Rate',\n", " 'Avg. 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" '488',\n", " '0.688%',\n", " '0.13',\n", " '1,560',\n", " '17,713',\n", " '-0.10%',\n", " '-17'],\n", " ['743',\n", " '',\n", " 'marzzofficiall',\n", " '3,819',\n", " '3.286%',\n", " '0.3',\n", " '5,346',\n", " '12,893',\n", " '-0.17%',\n", " '-22'],\n", " ['744',\n", " '',\n", " 'victoriaemes ',\n", " '779',\n", " '0.18%',\n", " '0.1',\n", " '24,862',\n", " '143,801',\n", " '-0.25%',\n", " '-362'],\n", " ['745', '', 'thatgirlnandi', '―', '―', '―', '―', '7,627', '-0.35%', '-27'],\n", " ['746',\n", " '',\n", " 'kendallpbeatz',\n", " '170',\n", " '0.726%',\n", " '0.13',\n", " '―',\n", " '5,774',\n", " '-0.36%',\n", " '-21'],\n", " ['747', '', 'keepitjelle', '―', '―', '―', '―', '8,997', '-0.38%', '-34'],\n", " ['748',\n", " '',\n", " 'bobbyfeeno ',\n", " '185',\n", " '0.081%',\n", " '0.03',\n", " '1,758',\n", " '226,983',\n", " '-0.42%',\n", " '-966'],\n", " ['749',\n", " '',\n", " 'thehook ',\n", " '151,216',\n", " '0.276%',\n", " '1.83',\n", " '692,191',\n", " '994,560',\n", " '-0.44%',\n", " '-4,408'],\n", " ['750',\n", " '',\n", " 'louiselabelle',\n", " '79',\n", " '0.425%',\n", " '0.03',\n", " '―',\n", " '18,563',\n", " '-0.47%',\n", " '-88'],\n", " ['751',\n", " '',\n", " 'jaxjones ',\n", " '55,585',\n", " '3.257%',\n", " '0.3',\n", " '41,157',\n", " '189,139',\n", " '-0.52%',\n", " '-987'],\n", " ['752', '', 'fivefontaire', '―', '―', '―', '―', '2,023', '-1.22%', '-25'],\n", " ['753', '', 'loosechangemusic', '―', '―', '―', '―', '677', '-1.31%', '-9'],\n", " ['754',\n", " '',\n", " 'unique.ciity',\n", " '305',\n", " '1.366%',\n", " '0.1',\n", " '2,474',\n", " '7,329',\n", " '-1.77%',\n", " '-132'],\n", " ['755',\n", " '',\n", " 'siboorsphotography',\n", " 'Saboor Bryant',\n", " '1,498',\n", " '1.411%',\n", " '0.8',\n", " '―',\n", " '3,787',\n", " '-24.31%',\n", " '-1,216']]" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "lines = crowdtangle_data.splitlines()\n", "csv_data = []\n", "csv_data.append([\n", " \"Rownum\", \"Insta\", \"Total Interactions\", \"Interaction Rate\", \"Avg. Posts Per Day\", \"Video Views\", \n", " \"Followers\", \"Growth\"\n", "])\n", "for i, cell in enumerate(lines[21:]):\n", " if cell == ' ':\n", " csv_data.append([])\n", " else:\n", " csv_data[-1].append(cell)\n", "csv_data" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [], "source": [ "import csv" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [], "source": [ "with open('/Users/joel/Desktop/catburns_recent_followers.csv', 'w') as fout:\n", " w = csv.writer(fout)\n", " w.writerows(csv_data)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<_csv.writer at 0x10a52e888>" ] }, "execution_count": 44, "metadata": {}, "output_type": "execute_result" } ], "source": [ "w." ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " 1 eatreatsmk\n", " 2 treasureosiria\n", " 3 iamparkerphillips\n", " 4 marinachello\n", " 5 eight9fly\n", " 6 j_fuller4 \n", " 7 loukashair\n", " 8 moniquejade1\n", " 9 ervinajohnson\n", " 10 julyjones \n", " 11 jennclemenamusic\n", " 12 sonnysocials\n", " 13 paygeturnermusic\n", " 14 iamadmt\n", " 15 sinner.free\n", " 16 vip_f.9\n", " 17 itsmegjsingh\n", " 18 kari____kari\n", " 19 genesnotjeans\n", " 20 stephaniecheapeofficial \n", " 21 alaydestyles\n", " 22 erykahbandeaux\n", " 23 justfrankmusic\n", " 24 joycrookes \n", " 25 rahbiraw\n", " 26 chef_singer\n", " 27 lukeburr \n", " 28 hgcapparel\n", " 29 therealjorrelmusic\n", " 30 bronaghcmonahan\n", " 31 cortneyhicksonair\n", " 32 shaniajoic\n", " 33 yogabaspam\n", " 34 dianaadi96\n", " 35 entrophy._.valeria\n", " 36 janne.vs.the.world\n", " 37 jerisspencer\n", " 38 ashluv20\n", " 39 varapskoy_kg\n", " 40 darealjewellz\n", " 41 saralousilv\n", " 42 makeupbyadesua\n", " 43 ruthlovesrudi\n", " 44 denzilcooper_colour\n", " 45 bin_omerh\n", " 46 na_givenchyy\n", " 47 cloud_kiyah22\n", " 48 flomatey\n", " 49 ruhani_345\n", " 50 han_eli5za\n", " 51 th3_studio\n", " 52 silence_kills310\n", " 53 fb_ddp\n", " 54 kirstymcdonagh\n", " 55 kristian.freeman\n", " 56 symonee._\n", " 57 rustamboyev_20_01\n", " 58 roza_vetrov13\n", " 59 fundi_sofa_tabata___relini\n", " 60 caztime_\n", " 61 khristinetolentinoyoga\n", " 62 notjustnicole\n", " 63 clairegordita\n", " 64 tbarb1\n", " 65 munyaradzi_mnyat_jeranyama\n", " 66 jusalifestyle\n", " 67 bab.ylon\n", " 68 afronerd92\n", " 69 irka9238\n", " 70 ladyvomg\n", " 71 alexoshaughnessymusic\n", " 72 eyeland.photog\n", " 73 daneyshkaaa\n", " 74 sidikov.03\n", " 75 dmsnidris\n", " 76 ockhuismicaela\n", " 77 kingjermaineee\n", " 78 arlenneepaulino\n", " 79 annagloa\n", " 80 _rebel_surya_\n", " 81 mal_adroite\n", " 82 cannedass\n", " 83 housecoatmommy\n", " 84 _gulo_x\n", " 85 chiglet\n", " 86 sarjaphillips\n", " 87 rorisangmawela\n", " 88 dalestjulesmusic\n", " 89 anordruther\n", " 90 ase.goddess\n", " 91 ayshardaker\n", " 92 damntoon\n", " 93 assel_jumabek\n", " 94 meeerraaah\n", " 95 zennorrosez\n", " 96 zilton_dos_santos_\n", " 97 hellooitsandy\n", " 98 _.iamjayy_\n", " 99 iconherbals\n", " 100 dvmi.ph\n", " 101 darkness_sharkzulu\n", " 102 annaablom\n", " 103 electra.a.a\n", " 104 jesusygod\n", " 105 el_picon\n", " 106 ihateeverythingunderlight\n", " 107 kiisa_murrieta\n", " 108 lepublicspace\n", " 109 virgokiwanis\n", " 110 bshennell\n", " 111 whatdedesays\n", " 112 andraealexander\n", " 113 ninajo_music\n", " 114 rafi_shamss\n", " 115 miz.kmj.78\n", " 116 antpluto\n", " 117 livefastslym\n", " 118 aliyavirji_\n", " 119 itsjademusic\n", " 120 sadeeyerhs\n", " 121 amplify_artists\n", " 122 entay.i\n", " 123 nayankchawda2\n", " 124 miya.donnelly\n", " 125 joanainsta\n", " 126 chisomuzokwe\n", " 127 shakathewise\n", " 128 daehollar\n", " 129 yikesitsjr\n", " 130 daniel_faumuina\n", " 131 jess_isagba\n", " 132 callmecager\n", " 133 ellieeball\n", " 134 denzel_sanders21\n", " 135 iam.masterkey\n", " 136 niamhbubb\n", " 137 mykal.ks\n", " 138 echo.ninja\n", " 139 adaira10\n", " 140 bayleyatkins\n", " 141 samiry316\n", " 142 jannifer_winget_hatim_\n", " 143 mbloomsmusic\n", " 144 m.w.a_lili\n", " 145 tadeuszan\n", " 146 kxng_bonezz\n", " 147 zan_.el\n", " 148 moraga.music\n", " 149 neasha_music\n", " 150 itsaboutsensory\n", " 151 yasminebale_\n", " 152 terence_music\n", " 153 lyssib\n", " 154 mass_oui\n", " 155 scoobydajawn\n", " 156 kai_gotfans\n", " 157 roxana_leiner\n", " 158 ells_diana\n", " 159 maksimalipov4\n", " 160 mattmilesfilms\n", " 161 poodie5232005\n", " 162 sofia_camporese\n", " 163 byno0427\n", " 164 lumonaakyemo\n", " 165 _mk_bass\n", " 166 nabounana911\n", " 167 kitchentravels\n", " 168 certi._drizzy\n", " 169 jhoncanta\n", " 170 rose2earth\n", " 171 shannaisastar\n", " 172 _6ailey_\n", " 173 kiyanak_\n", " 174 brad_p16\n", " 175 emmaeliseofficial\n", " 176 sh.yb2364\n", " 177 parramaira980\n", " 178 bill___ocean\n", " 179 qlxw\n", " 180 brittmo88\n", " 181 edilson_abdul\n", " 182 abstract_kat\n", " 183 nonhlengubane_20\n", " 184 ellals13\n", " 185 theemk_\n", " 186 culturestreamradio\n", " 187 duvaljefferson\n", " 188 itsnosajjaye\n", " 189 eat.outlondon\n", " 190 chry5ta1\n", " 191 nayla.music\n", " 192 jamelsworld1\n", " 193 vanessa_sibanda\n", " 194 snhung10\n", " 195 a1ianordin_\n", " 196 publicenemysectionwu\n", " 197 dawn441\n", " 198 fan.cy_kid\n", " 199 skaia.1\n", " 200 _jasdadutchz\n", " 201 othmanelgrouani\n", " 202 teranljm\n", " 203 _two18\n", " 204 imani._.0\n", " 205 kkatbro\n", " 206 avozdopretobr\n", " 207 indigo.viibe\n", " 208 annieecheevers\n", " 209 dontget_tired\n", " 210 transitioningcurls\n", " 211 azariah_oliver\n", " 212 edenrphotography\n", " 213 itscarknotmark\n", " 214 aliciamould\n", " 215 _phriendly\n", " 216 seannnyboy97\n", " 217 curly_serena\n", " 218 shantellekingofficial\n", " 219 ananas___________________\n", " 220 shxnia_\n", " 221 styledbybreceleeay\n", " 222 _bessem_237\n", " 223 rj_collins1998\n", " 224 x.avablack\n", " 225 captured.studio\n", " 226 redd_drummer_mann\n", " 227 2_i_l_6_o_2\n", " 228 tlnyonc\n", " 229 slaymiks_\n", " 230 alexcia_j\n", " 231 staying_woke_710\n", " 232 shanwavey\n", " 233 everyoneknowsgabe\n", " 234 imdivinejoy\n", " 235 nekjharris\n", " 236 raschan3\n", " 237 dboyzmusic\n", " 238 zara_jones__\n", " 239 shagunkatoch4\n", " 240 toproudtobeblack\n", " 241 __gabrielapadilha\n", " 242 bbychxr.s\n", " 243 will_ney_\n", " 244 briz_glowingdays\n", " 245 _nin2.0\n", " 246 cajunlaq225\n", " 247 call_him_x.o\n", " 248 dehmaciel\n", " 249 chessnotcheckers.0x\n", " 250 collins_blaq_255_official\n", " 251 pastuchaa_\n", " 252 janellapy_urban_hippie\n", " 253 itschristinety\n", " 254 shopsoulrebel\n", " 255 joeymaze_\n", " 256 kayleighadoherty\n", " 257 _kxreem\n", " 258 kendallwilli4ms\n", " 259 gv_035\n", " 260 mihail.jc\n", " 261 maiyah_g\n", " 262 hayley.snow\n", " 263 _isa.belleee_\n", " 264 __treasureo__\n", " 265 johnitacrysten\n", " 266 organic4lyfe\n", " 267 justintbaizas\n", 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