11010 lines
824 KiB
Plaintext
11010 lines
824 KiB
Plaintext
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{
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"nbformat": 4,
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"nbformat_minor": 0,
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"metadata": {
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"colab": {
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"name": "6338003821AdvComProgFinalProjectServer_v1.1.ipynb",
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"provenance": [],
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"collapsed_sections": []
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},
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"kernelspec": {
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"display_name": "Python 3",
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"name": "python3"
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},
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"language_info": {
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"name": "python"
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}
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},
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"cells": [
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "AsP5XxXjcDGd",
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"outputId": "17e161f5-6ec7-4c6a-a8e5-4a5e565b417c"
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},
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"source": [
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"! pip install pymongo[srv]"
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],
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"execution_count": null,
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Requirement already satisfied: pymongo[srv] in /usr/local/lib/python3.7/dist-packages (3.12.1)\n",
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"Collecting dnspython<3.0.0,>=1.16.0\n",
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" Downloading dnspython-2.1.0-py3-none-any.whl (241 kB)\n",
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"\u001b[K |████████████████████████████████| 241 kB 4.0 MB/s \n",
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"\u001b[?25hInstalling collected packages: dnspython\n",
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"Successfully installed dnspython-2.1.0\n"
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]
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}
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]
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},
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{
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"cell_type": "code",
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"metadata": {
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"colab": {
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"base_uri": "https://localhost:8080/"
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},
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"id": "_GDS_N9YrQi1",
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"outputId": "35334b2c-4567-412b-e73b-69e268b64f19"
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},
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"source": [
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"! pip install flask_ngrok\n",
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"! pip install flask_cors"
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],
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"execution_count": null,
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Collecting flask_ngrok\n",
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" Downloading flask_ngrok-0.0.25-py3-none-any.whl (3.1 kB)\n",
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"Requirement already satisfied: requests in /usr/local/lib/python3.7/dist-packages (from flask_ngrok) (2.23.0)\n",
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"Requirement already satisfied: Flask>=0.8 in /usr/local/lib/python3.7/dist-packages (from flask_ngrok) (1.1.4)\n",
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"Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.8->flask_ngrok) (2.11.3)\n",
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"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.8->flask_ngrok) (1.0.1)\n",
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"Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.8->flask_ngrok) (7.1.2)\n",
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"Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.8->flask_ngrok) (1.1.0)\n",
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"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask>=0.8->flask_ngrok) (2.0.1)\n",
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"Requirement already satisfied: urllib3!=1.25.0,!=1.25.1,<1.26,>=1.21.1 in /usr/local/lib/python3.7/dist-packages (from requests->flask_ngrok) (1.24.3)\n",
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"Requirement already satisfied: idna<3,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests->flask_ngrok) (2.10)\n",
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"Requirement already satisfied: chardet<4,>=3.0.2 in /usr/local/lib/python3.7/dist-packages (from requests->flask_ngrok) (3.0.4)\n",
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"Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests->flask_ngrok) (2021.10.8)\n",
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"Installing collected packages: flask-ngrok\n",
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"Successfully installed flask-ngrok-0.0.25\n",
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"Collecting flask_cors\n",
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" Downloading Flask_Cors-3.0.10-py2.py3-none-any.whl (14 kB)\n",
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"Requirement already satisfied: Flask>=0.9 in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.1.4)\n",
|
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"Requirement already satisfied: Six in /usr/local/lib/python3.7/dist-packages (from flask_cors) (1.15.0)\n",
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"Requirement already satisfied: Jinja2<3.0,>=2.10.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (2.11.3)\n",
|
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"Requirement already satisfied: Werkzeug<2.0,>=0.15 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.0.1)\n",
|
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"Requirement already satisfied: itsdangerous<2.0,>=0.24 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (1.1.0)\n",
|
|||
|
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"Requirement already satisfied: click<8.0,>=5.1 in /usr/local/lib/python3.7/dist-packages (from Flask>=0.9->flask_cors) (7.1.2)\n",
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"Requirement already satisfied: MarkupSafe>=0.23 in /usr/local/lib/python3.7/dist-packages (from Jinja2<3.0,>=2.10.1->Flask>=0.9->flask_cors) (2.0.1)\n",
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"Installing collected packages: flask-cors\n",
|
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"Successfully installed flask-cors-3.0.10\n"
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]
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}
|
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|
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]
|
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},
|
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{
|
|||
|
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"cell_type": "code",
|
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"metadata": {
|
|||
|
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"colab": {
|
|||
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"base_uri": "https://localhost:8080/"
|
|||
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},
|
|||
|
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"id": "-1GALX8pL-ib",
|
|||
|
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"outputId": "c325cce6-e57f-432f-e369-47752516a3e5"
|
|||
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},
|
|||
|
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"source": [
|
|||
|
|
"# Write all of your functions in this cell \n",
|
|||
|
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"from flask import Flask,request,flash, request, redirect, url_for, Response,jsonify\n",
|
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|
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"from flask_ngrok import run_with_ngrok\n",
|
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"from flask_cors import CORS, cross_origin\n",
|
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"import pymongo\n",
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"import json\n",
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"import os\n",
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"from werkzeug.utils import secure_filename\n",
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"import pandas as pd\n",
|
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"\n",
|
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"UPLOAD_FOLDER = './'\n",
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"ALLOWED_EXTENSIONS = {'txt', 'csv','json'}\n",
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"\n",
|
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"app = Flask(__name__)\n",
|
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"app.config['UPLOAD_FOLDER'] = UPLOAD_FOLDER\n",
|
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"CORS(app, support_credentials=True)\n",
|
|||
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"run_with_ngrok(app)\n",
|
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"\n",
|
|||
|
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"client = pymongo.MongoClient(\"mongodb+srv://colabtest:2hdgQn0vCCJoxhY6@cluster0.s3zvk.mongodb.net/?retryWrites=true&w=majority\")\n",
|
|||
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"\n",
|
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"\n",
|
|||
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"def allowed_file(filename):\n",
|
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" return '.' in filename and \\\n",
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" filename.rsplit('.', 1)[1].lower() in ALLOWED_EXTENSIONS\n",
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"\n",
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"@app.route('/')\n",
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"def greeting():\n",
|
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" return \"<H1>Greetings, traveller</H1>\"\n",
|
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"\n",
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|||
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"#http://7ab7-34-73-174-138.ngrok.io/insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos\n",
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"@app.route('/insert')\n",
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"def insert_db():\n",
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" try:\n",
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" dbname=request.args.get(\"dbname\")\n",
|
|||
|
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" collectionname=request.args.get(\"collectionname\")\n",
|
|||
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" web=request.args.get(\"web\")\n",
|
|||
|
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" cat=request.args.get(\"cat\")\n",
|
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" db=client[dbname]\n",
|
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"\n",
|
|||
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" r=db[collectionname].insert({\"accessor\":{\"identifier\":web,\"identifierType\":\"bundleID\"},\"category\":cat,\"identifier\":\"SELF-INSERT\",\"kind\":\"intervalBegin\",\"timeStamp\":\"2021-11-26T0:0:0.000+07:00\",\"type\":\"access\"})\n",
|
|||
|
|
" return jsonify('Success')\n",
|
|||
|
|
" except:\n",
|
|||
|
|
" print('Fail')\n",
|
|||
|
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" return jsonify('Failure')\n",
|
|||
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"\n",
|
|||
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"#https://b443-34-125-209-50.ngrok.io/find?web=com.hammerandchisel.discord\n",
|
|||
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"@app.route('/find')\n",
|
|||
|
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"def find():\n",
|
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|
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" web=request.args.get(\"web\")\n",
|
|||
|
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" collection_data=client.data.data2\n",
|
|||
|
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" r = collection_data.find_one({\"accessor\":{\"identifier\":web,\"identifierType\":\"bundleID\"}})\n",
|
|||
|
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" if str(r) == \"None\":\n",
|
|||
|
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" res={}\n",
|
|||
|
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" else:\n",
|
|||
|
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" res = {'web':r['accessor']['identifier'],'category':r['category'],'time':r['timeStamp'],'type':r['type']}\n",
|
|||
|
|
" print(res)\n",
|
|||
|
|
" \n",
|
|||
|
|
" return jsonify(res)\n",
|
|||
|
|
"\n",
|
|||
|
|
"#https://b443-34-125-209-50.ngrok.io/filter?cat=photos\n",
|
|||
|
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"@app.route('/filter')\n",
|
|||
|
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"def filter():\n",
|
|||
|
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" #min=request.args.get(\"min\")\n",
|
|||
|
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" #max=request.args.get(\"max\")\n",
|
|||
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" #min = int(min)\n",
|
|||
|
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" #max = int(max)\n",
|
|||
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" cat=request.args.get(\"cat\")\n",
|
|||
|
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" ls = []\n",
|
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" collection_data=client.data.data2\n",
|
|||
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" matches = list(collection_data.find({'category':cat},{'_id': False}).sort([('timeStamp', pymongo.DESCENDING)]))\n",
|
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|
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" test = collection_data.find_one({'category':cat},{'_id': False})\n",
|
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"\n",
|
|||
|
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" for match in matches:\n",
|
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" res = {'web':match['accessor']['identifier'],'category':match['category'],'time':match['timeStamp'],'type':match['type']}\n",
|
|||
|
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" ls.append(res)\n",
|
|||
|
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" res = {'data':ls}\n",
|
|||
|
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" if str(test) == \"None\":\n",
|
|||
|
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" res = {'data':[]}\n",
|
|||
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"\n",
|
|||
|
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" return jsonify(res)\n",
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"\n",
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|||
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"@app.route('/alldata')\n",
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"def get_data():\n",
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" dp = list(collection_data2.find().sort([('timeStamp', pymongo.DESCENDING)]))\n",
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" df = json_normalize(dp)\n",
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" df.rename(columns = {'accessor.identifier':'iden'}, inplace = True)\n",
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" dff = pd.pivot_table(df,index='iden',columns='category',aggfunc='count')\n",
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" dfff = dff['_id']\n",
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" dffff = dfff\n",
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" dffff = dffff.fillna(0, downcast='infer')\n",
|
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|
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" dffff['all'] = dffff['camera']+dffff['kTCCServicePhotosAdd']+dffff['location']+dffff['mediaLibrary']+dffff['microphone']+dffff['photos']\n",
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" dffff.sort_values(by=['all'], inplace=True, ascending=False)\n",
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" dfffff=dffff.to_json(orient='table')\n",
|
|||
|
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" temp = json.loads(dfffff)['data']\n",
|
|||
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" dfffff = json.dumps(temp)\n",
|
|||
|
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" return jsonify(dfffff)\n",
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|
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"app.run()"
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|||
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],
|
|||
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"execution_count": null,
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|||
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"outputs": [
|
|||
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{
|
|||
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"metadata": {
|
|||
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"tags": null
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|||
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},
|
|||
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"name": "stdout",
|
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"output_type": "stream",
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"text": [
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" * Serving Flask app \"__main__\" (lazy loading)\n",
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" * Environment: production\n",
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"\u001b[31m WARNING: This is a development server. Do not use it in a production deployment.\u001b[0m\n",
|
|||
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"\u001b[2m Use a production WSGI server instead.\u001b[0m\n",
|
|||
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" * Debug mode: off\n"
|
|||
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]
|
|||
|
|
},
|
|||
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{
|
|||
|
|
"metadata": {
|
|||
|
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"tags": null
|
|||
|
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},
|
|||
|
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"name": "stderr",
|
|||
|
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"output_type": "stream",
|
|||
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"text": [
|
|||
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" * Running on http://127.0.0.1:5000/ (Press CTRL+C to quit)\n"
|
|||
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]
|
|||
|
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},
|
|||
|
|
{
|
|||
|
|
"metadata": {
|
|||
|
|
"tags": null
|
|||
|
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},
|
|||
|
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"name": "stdout",
|
|||
|
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"output_type": "stream",
|
|||
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"text": [
|
|||
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" * Running on http://d036-104-199-132-26.ngrok.io\n",
|
|||
|
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" * Traffic stats available on http://127.0.0.1:4040\n"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
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"metadata": {
|
|||
|
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"tags": null
|
|||
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},
|
|||
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"name": "stderr",
|
|||
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"output_type": "stream",
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"text": [
|
|||
|
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"127.0.0.1 - - [07/Dec/2021 18:38:18] \"\u001b[37mGET / HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
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"127.0.0.1 - - [07/Dec/2021 18:38:19] \"\u001b[37mGET / HTTP/1.1\u001b[0m\" 200 -\n",
|
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"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:39: DeprecationWarning:\n",
|
|||
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"\n",
|
|||
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"insert is deprecated. Use insert_one or insert_many instead.\n",
|
|||
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"\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:38:27] \"\u001b[37mGET /insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
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"127.0.0.1 - - [07/Dec/2021 18:38:27] \"\u001b[33mGET /favicon.ico HTTP/1.1\u001b[0m\" 404 -\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:38:59] \"\u001b[37mGET /insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:38:59] \"\u001b[37mGET /insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:39:31] \"\u001b[37mGET /insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
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"127.0.0.1 - - [07/Dec/2021 18:39:31] \"\u001b[37mGET /insert?dbname=data&collectionname=testdata&web=com.burbn.instagram&cat=photos HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
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"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:84: FutureWarning:\n",
|
|||
|
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"\n",
|
|||
|
|
"pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead\n",
|
|||
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"\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:39:31] \"\u001b[37mGET /alldata HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:84: FutureWarning:\n",
|
|||
|
|
"\n",
|
|||
|
|
"pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead\n",
|
|||
|
|
"\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:39:31] \"\u001b[37mGET /alldata HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:84: FutureWarning:\n",
|
|||
|
|
"\n",
|
|||
|
|
"pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead\n",
|
|||
|
|
"\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:39:31] \"\u001b[37mGET /alldata HTTP/1.1\u001b[0m\" 200 -\n",
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:84: FutureWarning:\n",
|
|||
|
|
"\n",
|
|||
|
|
"pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead\n",
|
|||
|
|
"\n",
|
|||
|
|
"127.0.0.1 - - [07/Dec/2021 18:39:32] \"\u001b[37mGET /alldata HTTP/1.1\u001b[0m\" 200 -\n"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "PVOtbVWlFXbp",
|
|||
|
|
"outputId": "aa84bf4f-245d-4dc5-ad8a-0799ddd3412f"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"collection_data = client.data.data\n",
|
|||
|
|
"r = collection_data.find_one({\"accessor\":{\"identifier\":\"com.burbn.instagram\",\"identifierType\":\"bundleID\"}})\n",
|
|||
|
|
"#collection_data.find_one({\"category\":\"photos\"})\n",
|
|||
|
|
"res = {'web':r['accessor']['identifier'],'category':r['category'],'time':r['timeStamp'],'type':r['type']}\n",
|
|||
|
|
"res"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"{'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T18:47:46.472+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'}"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 7,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 36
|
|||
|
|
},
|
|||
|
|
"id": "d1YUyXq-IVzH",
|
|||
|
|
"outputId": "e34424fb-9ff2-4bb5-fdef-757fa09b0abe"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"r['accessor']['identifier']\n",
|
|||
|
|
"r['category']\n",
|
|||
|
|
"r['timeStamp']"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"application/vnd.google.colaboratory.intrinsic+json": {
|
|||
|
|
"type": "string"
|
|||
|
|
},
|
|||
|
|
"text/plain": [
|
|||
|
|
"'2021-11-19T18:47:46.472+07:00'"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 8,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "jTuLJEgCIGLl",
|
|||
|
|
"outputId": "82da5f6e-1174-46c2-ba36-75960fdb3791"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"collection_data.find_one({\"accessor\":{\"identifier\":\"com.burbn.instagram\",\"identifierType\":\"bundleID\"}})"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"{'_id': ObjectId('61a0c357ced66ba16bb79ce9'),\n",
|
|||
|
|
" 'accessor': {'identifier': 'com.burbn.instagram',\n",
|
|||
|
|
" 'identifierType': 'bundleID'},\n",
|
|||
|
|
" 'category': 'photos',\n",
|
|||
|
|
" 'identifier': '83941F3E-C0C3-4D20-8026-566F87CA6C24',\n",
|
|||
|
|
" 'kind': 'intervalBegin',\n",
|
|||
|
|
" 'timeStamp': '2021-11-19T18:47:46.472+07:00',\n",
|
|||
|
|
" 'type': 'access'}"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 9,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "vUla5usVKaDq",
|
|||
|
|
"outputId": "e1c5a153-8dcb-4455-c7be-ea27e8301eca"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"collection_data=client.data.data\n",
|
|||
|
|
"ls = []\n",
|
|||
|
|
"matches = list(collection_data.find({'category':'photos'}).sort([('timeStamp', pymongo.DESCENDING)]))\n",
|
|||
|
|
"for match in matches:\n",
|
|||
|
|
" res = {'web':match['accessor']['identifier'],'category':match['category'],'time':match['timeStamp'],'type':match['type']}\n",
|
|||
|
|
" ls.append(res)\n",
|
|||
|
|
"res = {'data':ls}\n",
|
|||
|
|
"res"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"{'data': [{'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T16:50:22.315+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T16:50:22.310+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T15:45:47.967+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T15:45:24.526+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T15:45:16.571+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T15:45:07.034+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:24:55.198+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:24:10.205+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:13:39.981+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:13:02.656+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:12:55.386+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T13:12:54.997+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T12:49:02.980+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T12:48:58.827+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T12:48:18.487+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T12:48:18.063+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:56:15.213+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:56:10.651+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:56:07.438+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:55:59.875+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:55:15.185+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:55:14.944+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:48:14.616+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:47:14.586+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:46:56.856+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:45:56.457+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:45:36.336+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T10:44:36.011+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T0:0:0.000+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T06:54:40.781+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T06:53:55.932+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T06:53:55.718+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T06:53:55.713+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T04:48:16.655+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T04:47:31.692+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:57:59.541+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:57:14.558+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:52:09.824+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:52:06.446+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:50:35.262+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:50:19.106+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:49:34.629+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-26T01:49:34.273+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T22:48:58.447+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T22:48:43.722+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T22:48:13.583+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T22:48:13.473+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:06:51.329+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:06:36.678+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:06:06.478+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:06:06.462+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:03:12.436+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T21:02:37.715+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T20:19:52.970+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T20:18:23.770+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T20:10:17.328+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T20:09:32.350+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:12:42.482+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:12:42.481+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:01:44.525+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:01:15.526+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:00:51.065+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:00:50.742+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:00:43.769+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T17:00:43.765+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T16:31:00.101+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T16:30:57.555+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T16:30:34.323+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T16:30:15.135+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:10:18.345+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:09:36.076+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:08:15.186+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:06:44.926+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:05:09.030+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:04:41.386+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:04:00.012+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:03:28.451+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:00:45.937+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:00:15.914+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T14:00:12.221+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:59:41.346+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:59:05.465+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:58:20.403+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:57:46.375+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:57:40.781+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:57:35.524+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:57:32.708+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:55:04.119+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:55:04.113+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:53:52.762+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:53:50.392+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:53:43.076+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:52:34.895+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:52:19.518+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:51:48.550+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:49:15.243+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:49:09.448+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:48:24.622+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:48:24.512+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:36:55.203+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:35:55.203+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:34:45.689+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:34:15.501+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:34:00.755+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:33:45.314+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:33:00.647+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:33:00.516+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:17:35.642+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T13:16:50.790+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T12:12:38.856+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T12:11:53.857+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T10:26:51.286+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T10:26:06.312+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T06:53:42.367+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T06:52:57.463+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T01:00:45.705+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T01:00:08.052+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:32:11.571+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:31:26.662+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:26:46.124+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:26:23.770+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:19:46.072+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-25T00:19:01.106+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:57:35.419+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:57:08.084+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:56.582+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:53.678+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:38.745+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:38.607+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:17.677+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:11.819+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:04.186+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T23:56:03.954+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:39:30.272+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:39:14.702+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:39:14.699+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:38:38.167+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:38:30.014+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:38:29.812+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:31:44.810+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:31:17.385+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:31:14.809+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:31:14.662+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:24:13.737+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T21:23:28.755+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:24:02.763+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:24:01.794+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:23:32.744+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:23:14.782+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:23:14.445+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T20:22:47.777+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:09:43.329+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:08:58.329+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:07:19.142+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:06:34.250+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:00:41.001+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T16:00:11.071+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T15:59:40.878+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T15:59:40.692+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:50:47.446+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:50:02.461+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:20:58.132+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:20:43.435+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:20:24.306+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:20:22.102+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:19:56.823+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:19:51.131+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:19:43.354+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T14:19:43.188+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:52:04.403+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:52:04.403+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:44:00.222+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:43:58.712+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:43:37.626+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:43:34.216+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:42:03.852+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:41:32.386+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:41:00.751+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:40:45.248+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:40:38.381+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:40:38.371+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:07:01.133+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T13:06:16.317+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:36:28.467+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:36:01.606+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:35:43.858+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:35:43.625+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:23:03.594+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:23:03.592+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:26.169+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:21.357+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:18.048+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:11.844+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:03.426+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:22:01.623+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:21:59.225+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:20:59.881+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:20:41.191+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:20:27.406+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:04:06.926+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T12:03:25.210+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T11:14:20.027+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T11:11:36.487+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T09:49:54.163+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T09:49:39.859+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T09:49:09.887+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T09:49:09.867+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T06:53:38.230+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T06:52:53.334+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:57.605+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:57.604+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:29.488+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:27.360+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:26.756+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:43:26.681+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:35:09.136+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:34:38.833+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:34:36.565+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:34:36.456+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:31:11.886+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-24T00:30:27.123+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:15:00.882+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:14:50.870+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:14:46.704+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:14:46.704+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:12:24.501+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:12:06.249+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:01:52.380+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:01:33.929+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:01:00.671+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:00:44.840+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T22:00:00.282+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T21:59:59.882+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T21:29:17.110+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T21:28:32.165+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:05:48.398+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:04:49.771+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:03:48.940+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:03:40.535+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:03:10.192+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T20:03:04.109+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T15:08:20.773+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T15:07:18.646+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T15:07:13.510+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T15:07:13.509+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T14:59:52.883+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T14:59:21.869+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T14:59:08.484+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T14:59:07.954+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T13:08:15.937+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T13:08:01.766+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T13:07:31.179+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T13:07:31.054+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T11:59:50.526+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T11:59:05.537+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:47:21.090+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:46:41.004+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:46:38.104+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:46:38.041+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:32:53.268+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:32:38.866+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:32:08.554+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-23T01:32:08.439+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T23:22:42.331+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T23:22:09.581+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
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|||
|
|
" {'category': 'photos',\n",
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|||
|
|
" 'time': '2021-11-22T23:21:42.162+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
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|||
|
|
" {'category': 'photos',\n",
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|||
|
|
" 'time': '2021-11-22T23:21:24.694+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:50:23.923+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:50:23.921+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:43:27.475+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
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|||
|
|
" {'category': 'photos',\n",
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|||
|
|
" 'time': '2021-11-22T20:43:19.722+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:27:29.856+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:27:29.852+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:17:18.000+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
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|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:17:15.710+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
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|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:13:42.205+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:13:32.522+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:10:53.578+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:10:03.081+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:09:58.237+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:09:26.534+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:09:05.765+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:07:33.289+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:06:57.585+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:06:43.046+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:06:13.042+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T20:06:12.701+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:18:11.011+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:17:54.366+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:17:40.834+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:17:40.781+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:01:40.794+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:01:23.265+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:00:40.785+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T15:00:38.279+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T11:56:15.546+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T11:55:49.980+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T11:55:45.060+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T11:55:45.033+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T09:14:55.286+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T09:14:40.944+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T09:14:10.398+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-22T09:14:10.389+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:21:23.243+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:20:27.588+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:20:17.246+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:20:16.205+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:20:02.168+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T15:20:02.109+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:12:57.243+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:12:41.974+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:11:57.204+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:11:57.193+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:02:03.676+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T14:01:23.482+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T13:30:16.439+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T13:30:16.436+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:50:19.401+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:50:10.615+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:49:25.896+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:49:25.816+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:39:04.432+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:38:41.534+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:38:35.321+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:38:33.197+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:38:06.205+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:37:04.473+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:37:04.460+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:37:04.003+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:36:58.224+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:36:55.933+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:34:16.645+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:33:55.900+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:33:54.488+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:33:42.000+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:33:36.002+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:33:30.446+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:06:35.443+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:06:26.665+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:05:41.912+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T12:05:41.886+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T09:39:49.473+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T09:39:04.726+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T03:28:02.642+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T03:27:44.632+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T03:27:32.556+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T03:27:32.514+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T02:05:37.475+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T02:05:22.947+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T02:04:52.739+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T02:04:52.575+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T00:15:07.602+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T00:14:39.620+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T00:14:37.318+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-21T00:14:37.220+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.kasikornbank.retail.mbanking.wap'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:49:59.958+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:49:46.949+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:49:41.275+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:49:41.193+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:45:46.144+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:45:31.522+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:45:01.471+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:45:01.372+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:37:20.705+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:36:35.801+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:33:28.526+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T23:32:43.736+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T20:00:57.720+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T20:00:12.805+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T20:00:11.913+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T20:00:11.912+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T17:59:31.227+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T17:59:29.475+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T17:59:04.269+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T17:58:59.353+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T16:26:33.280+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T16:26:05.527+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T16:25:48.544+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T16:25:48.423+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:30:32.162+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:30:32.157+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:17:53.761+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:17:10.642+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:17:09.044+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:17:08.762+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:10:51.230+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:10:20.229+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:09:53.403+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:09:52.396+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:09:47.316+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:09:32.689+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:08:20.275+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:08:20.271+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:02:52.774+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T15:02:24.697+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:41:02.502+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:40:09.223+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:38:30.764+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:38:16.366+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:37:46.003+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:37:45.938+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T14:00:58.444+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:59:36.547+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:51:13.400+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:50:58.565+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:50:28.653+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:50:28.603+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:15:24.490+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T13:14:39.555+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:55:13.436+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:54:58.706+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:54:28.631+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:54:28.600+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:13:30.691+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:13:16.219+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:12:46.133+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:12:45.785+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.skype.skype'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:11:06.337+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T12:11:06.336+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:59:53.465+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:59:53.172+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:59:28.609+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:59:28.469+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:41:57.922+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:41:43.265+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:41:13.060+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:41:13.059+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:41:09.391+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:40:54.535+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:40:24.642+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T11:40:24.536+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T03:11:09.936+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T03:10:36.276+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T03:10:25.351+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T03:10:25.183+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T02:29:40.946+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T02:29:17.425+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T02:28:59.178+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T02:28:56.266+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:26:31.665+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:25:37.926+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:25:37.926+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:25:31.780+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:25:06.888+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:25:06.728+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:10:05.161+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:09:33.779+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:09:05.161+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T01:09:02.962+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.hammerandchisel.discord'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:32:30.457+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:32:22.454+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:32:08.823+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:31:45.760+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:31:42.896+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:31:30.118+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:29:48.862+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:29:34.454+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:29:03.944+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-20T00:29:03.891+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:51:10.298+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:50:40.057+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:50:23.509+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:49:53.474+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:47:51.210+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:47:31.422+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:46:54.202+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:46:24.085+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:15:24.206+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:14:23.025+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:14:14.905+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T23:13:52.792+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T22:22:12.502+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T22:22:04.155+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T22:04:59.190+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T22:04:29.154+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T21:55:16.817+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T21:55:02.417+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T21:54:32.237+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T21:54:32.009+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:36:34.307+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:36:34.307+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:36:25.905+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:35:55.878+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:35:55.842+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T20:35:49.316+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:20:40.057+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:19:55.064+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'jp.naver.line'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:14:24.372+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:14:09.922+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:13:39.821+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:13:39.479+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:09:31.416+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:09:16.431+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:08:46.512+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T19:08:46.410+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.beeasy.shopee.th'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T18:48:46.432+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T18:48:31.269+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T18:47:46.616+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'},\n",
|
|||
|
|
" {'category': 'photos',\n",
|
|||
|
|
" 'time': '2021-11-19T18:47:46.472+07:00',\n",
|
|||
|
|
" 'type': 'access',\n",
|
|||
|
|
" 'web': 'com.burbn.instagram'}]}"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 10,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 36
|
|||
|
|
},
|
|||
|
|
"id": "blryMVqZjkRk",
|
|||
|
|
"outputId": "0bfce6f2-8a1c-4b42-f12c-fa9a367ff225"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"match['accessor']['identifier']"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"application/vnd.google.colaboratory.intrinsic+json": {
|
|||
|
|
"type": "string"
|
|||
|
|
},
|
|||
|
|
"text/plain": [
|
|||
|
|
"'com.burbn.instagram'"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 11,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "nS5CQZ0JSg8Y",
|
|||
|
|
"outputId": "7fa1eb4d-c822-494e-af5d-6f0f295aa771"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"collection_data2 = client.data.data2\n",
|
|||
|
|
"test = list(collection_data2.find({'category':'photos'}).sort([('timeStamp', pymongo.DESCENDING)]))\n",
|
|||
|
|
"test\n"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"[{'_id': ObjectId('61af3d05ccca4e6ca3aa5a56'),\n",
|
|||
|
|
" 'accessor': {'identifier': 'jp.naver.line', 'identifierType': 'bundleID'},\n",
|
|||
|
|
" 'category': 'photos',\n",
|
|||
|
|
" 'identifier': '037EEF65-B0C9-47B3-9119-54BB8E23EAE2',\n",
|
|||
|
|
" 'kind': 'intervalEnd',\n",
|
|||
|
|
" 'timeStamp': '2021-12-06T19:48:19.252+07:00',\n",
|
|||
|
|
" 'type': 'access'},\n",
|
|||
|
|
" {'_id': ObjectId('61af3d05ccca4e6ca3aa5a55'),\n",
|
|||
|
|
" 'accessor': {'identifier': 'jp.naver.line', 'identifierType': 'bundleID'},\n",
|
|||
|
|
" 'category': 'photos',\n",
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{
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"source": [
|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|
|||
|
|
"\n",
|
|||
|
|
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],
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{
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|||
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|
"\n",
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|||
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|
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|
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|
|||
|
|
" <th>kind</th>\n",
|
|||
|
|
" <th>timeStamp</th>\n",
|
|||
|
|
" <th>type</th>\n",
|
|||
|
|
" <th>accessor.identifier</th>\n",
|
|||
|
|
" <th>accessor.identifierType</th>\n",
|
|||
|
|
" <th>outOfProcess</th>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </thead>\n",
|
|||
|
|
" <tbody>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>0</th>\n",
|
|||
|
|
" <td>61af3d05ccca4e6ca3aa5a58</td>\n",
|
|||
|
|
" <td>location</td>\n",
|
|||
|
|
" <td>C74CA81C-9BD4-4D16-B479-3A911603072B</td>\n",
|
|||
|
|
" <td>intervalEnd</td>\n",
|
|||
|
|
" <td>2021-12-06T20:38:01.802+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.google.Maps</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>1</th>\n",
|
|||
|
|
" <td>61af3d05ccca4e6ca3aa5a57</td>\n",
|
|||
|
|
" <td>location</td>\n",
|
|||
|
|
" <td>C74CA81C-9BD4-4D16-B479-3A911603072B</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-12-06T20:37:38.718+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.google.Maps</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2</th>\n",
|
|||
|
|
" <td>61af3d05ccca4e6ca3aa5a56</td>\n",
|
|||
|
|
" <td>photos</td>\n",
|
|||
|
|
" <td>037EEF65-B0C9-47B3-9119-54BB8E23EAE2</td>\n",
|
|||
|
|
" <td>intervalEnd</td>\n",
|
|||
|
|
" <td>2021-12-06T19:48:19.252+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>jp.naver.line</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>3</th>\n",
|
|||
|
|
" <td>61af3d05ccca4e6ca3aa5a55</td>\n",
|
|||
|
|
" <td>photos</td>\n",
|
|||
|
|
" <td>02DEA249-B781-46B4-AAC7-A54C2CFEFCD3</td>\n",
|
|||
|
|
" <td>intervalEnd</td>\n",
|
|||
|
|
" <td>2021-12-06T19:48:04.640+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>jp.naver.line</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>4</th>\n",
|
|||
|
|
" <td>61af3d05ccca4e6ca3aa5a54</td>\n",
|
|||
|
|
" <td>photos</td>\n",
|
|||
|
|
" <td>02DEA249-B781-46B4-AAC7-A54C2CFEFCD3</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-12-06T19:47:34.607+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>jp.naver.line</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>...</th>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" <td>...</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2067</th>\n",
|
|||
|
|
" <td>61af3cebccca4e6ca3aa5245</td>\n",
|
|||
|
|
" <td>camera</td>\n",
|
|||
|
|
" <td>886D5BBD-2654-4C3B-9DA3-80397EB4C149</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-11-19T18:47:47.190+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.burbn.instagram</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2068</th>\n",
|
|||
|
|
" <td>61af3cebccca4e6ca3aa5244</td>\n",
|
|||
|
|
" <td>camera</td>\n",
|
|||
|
|
" <td>BE5712DA-1CF7-4CEC-9258-D585D1518F1C</td>\n",
|
|||
|
|
" <td>intervalEnd</td>\n",
|
|||
|
|
" <td>2021-11-19T18:47:47.105+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.burbn.instagram</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2069</th>\n",
|
|||
|
|
" <td>61af3cebccca4e6ca3aa5243</td>\n",
|
|||
|
|
" <td>camera</td>\n",
|
|||
|
|
" <td>BE5712DA-1CF7-4CEC-9258-D585D1518F1C</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-11-19T18:47:46.979+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.burbn.instagram</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2070</th>\n",
|
|||
|
|
" <td>61af3cebccca4e6ca3aa5242</td>\n",
|
|||
|
|
" <td>photos</td>\n",
|
|||
|
|
" <td>F259D86F-B262-4A5B-BA9E-DDA841E02E0C</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-11-19T18:47:46.616+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.burbn.instagram</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>2071</th>\n",
|
|||
|
|
" <td>61af3cebccca4e6ca3aa5241</td>\n",
|
|||
|
|
" <td>photos</td>\n",
|
|||
|
|
" <td>83941F3E-C0C3-4D20-8026-566F87CA6C24</td>\n",
|
|||
|
|
" <td>intervalBegin</td>\n",
|
|||
|
|
" <td>2021-11-19T18:47:46.472+07:00</td>\n",
|
|||
|
|
" <td>access</td>\n",
|
|||
|
|
" <td>com.burbn.instagram</td>\n",
|
|||
|
|
" <td>bundleID</td>\n",
|
|||
|
|
" <td>NaN</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"<p>2072 rows × 9 columns</p>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
" _id category ... accessor.identifierType outOfProcess\n",
|
|||
|
|
"0 61af3d05ccca4e6ca3aa5a58 location ... bundleID NaN\n",
|
|||
|
|
"1 61af3d05ccca4e6ca3aa5a57 location ... bundleID NaN\n",
|
|||
|
|
"2 61af3d05ccca4e6ca3aa5a56 photos ... bundleID NaN\n",
|
|||
|
|
"3 61af3d05ccca4e6ca3aa5a55 photos ... bundleID NaN\n",
|
|||
|
|
"4 61af3d05ccca4e6ca3aa5a54 photos ... bundleID NaN\n",
|
|||
|
|
"... ... ... ... ... ...\n",
|
|||
|
|
"2067 61af3cebccca4e6ca3aa5245 camera ... bundleID NaN\n",
|
|||
|
|
"2068 61af3cebccca4e6ca3aa5244 camera ... bundleID NaN\n",
|
|||
|
|
"2069 61af3cebccca4e6ca3aa5243 camera ... bundleID NaN\n",
|
|||
|
|
"2070 61af3cebccca4e6ca3aa5242 photos ... bundleID NaN\n",
|
|||
|
|
"2071 61af3cebccca4e6ca3aa5241 photos ... bundleID NaN\n",
|
|||
|
|
"\n",
|
|||
|
|
"[2072 rows x 9 columns]"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 126,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"id": "Mv1aqxinaABf"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"df.rename(columns = {'accessor.identifier':'iden'}, inplace = True)"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": []
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 457
|
|||
|
|
},
|
|||
|
|
"id": "TL4njJVVza3Z",
|
|||
|
|
"outputId": "7fb89bdf-4f60-4839-f290-2d627a8644ca"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"dff = pd.pivot_table(df,index='iden',columns='category',aggfunc='count')\n",
|
|||
|
|
"dfff = dff['_id']\n",
|
|||
|
|
"dffff = dfff\n",
|
|||
|
|
"dffff = dffff.fillna(0, downcast='infer')\n",
|
|||
|
|
"dffff['all'] = dffff['camera']+dffff['kTCCServicePhotosAdd']+dffff['location']+dffff['mediaLibrary']+dffff['microphone']+dffff['photos']\n",
|
|||
|
|
"dffff.sort_values(by=['all'], inplace=True, ascending=False)\n",
|
|||
|
|
"dffff.to_json(orient='index')\n",
|
|||
|
|
"dffff"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/html": [
|
|||
|
|
"<div>\n",
|
|||
|
|
"<style scoped>\n",
|
|||
|
|
" .dataframe tbody tr th:only-of-type {\n",
|
|||
|
|
" vertical-align: middle;\n",
|
|||
|
|
" }\n",
|
|||
|
|
"\n",
|
|||
|
|
" .dataframe tbody tr th {\n",
|
|||
|
|
" vertical-align: top;\n",
|
|||
|
|
" }\n",
|
|||
|
|
"\n",
|
|||
|
|
" .dataframe thead th {\n",
|
|||
|
|
" text-align: right;\n",
|
|||
|
|
" }\n",
|
|||
|
|
"</style>\n",
|
|||
|
|
"<table border=\"1\" class=\"dataframe\">\n",
|
|||
|
|
" <thead>\n",
|
|||
|
|
" <tr style=\"text-align: right;\">\n",
|
|||
|
|
" <th>category</th>\n",
|
|||
|
|
" <th>camera</th>\n",
|
|||
|
|
" <th>kTCCServicePhotosAdd</th>\n",
|
|||
|
|
" <th>location</th>\n",
|
|||
|
|
" <th>mediaLibrary</th>\n",
|
|||
|
|
" <th>microphone</th>\n",
|
|||
|
|
" <th>photos</th>\n",
|
|||
|
|
" <th>all</th>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>iden</th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" <th></th>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </thead>\n",
|
|||
|
|
" <tbody>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.burbn.instagram</th>\n",
|
|||
|
|
" <td>346</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>90</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>36</td>\n",
|
|||
|
|
" <td>302</td>\n",
|
|||
|
|
" <td>774</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>jp.naver.line</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>688</td>\n",
|
|||
|
|
" <td>688</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.hammerandchisel.discord</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" <td>12</td>\n",
|
|||
|
|
" <td>202</td>\n",
|
|||
|
|
" <td>216</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.beeasy.shopee.th</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>134</td>\n",
|
|||
|
|
" <td>134</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.grabtaxi.iphone</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>62</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>62</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.google.Maps</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>52</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>52</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.kasikornbank.retail.mbanking.wap</th>\n",
|
|||
|
|
" <td>10</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>40</td>\n",
|
|||
|
|
" <td>50</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>us.zoom.videomeetings</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>44</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>44</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.readdle.ReaddleDocsIPad</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>28</td>\n",
|
|||
|
|
" <td>28</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.skype.skype</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>20</td>\n",
|
|||
|
|
" <td>20</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.google.chrome.ios</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.spotify.client</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
"category camera kTCCServicePhotosAdd ... photos all\n",
|
|||
|
|
"iden ... \n",
|
|||
|
|
"com.burbn.instagram 346 0 ... 302 774\n",
|
|||
|
|
"jp.naver.line 0 0 ... 688 688\n",
|
|||
|
|
"com.hammerandchisel.discord 0 0 ... 202 216\n",
|
|||
|
|
"com.beeasy.shopee.th 0 0 ... 134 134\n",
|
|||
|
|
"com.grabtaxi.iphone 0 0 ... 0 62\n",
|
|||
|
|
"com.google.Maps 0 0 ... 0 52\n",
|
|||
|
|
"com.kasikornbank.retail.mbanking.wap 10 0 ... 40 50\n",
|
|||
|
|
"us.zoom.videomeetings 0 0 ... 0 44\n",
|
|||
|
|
"com.readdle.ReaddleDocsIPad 0 0 ... 28 28\n",
|
|||
|
|
"com.skype.skype 0 0 ... 20 20\n",
|
|||
|
|
"com.google.chrome.ios 0 2 ... 0 2\n",
|
|||
|
|
"com.spotify.client 0 2 ... 0 2\n",
|
|||
|
|
"\n",
|
|||
|
|
"[12 rows x 7 columns]"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 129,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 125
|
|||
|
|
},
|
|||
|
|
"id": "ZYotiVJc4TvH",
|
|||
|
|
"outputId": "0fe04225-050a-44a5-c489-9401c0fe2147"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"dfffff=dffff.to_json(orient='table')\n",
|
|||
|
|
"temp = json.loads(dfffff)['data']\n",
|
|||
|
|
"dfffff = json.dumps(temp)\n",
|
|||
|
|
"dfffff"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"application/vnd.google.colaboratory.intrinsic+json": {
|
|||
|
|
"type": "string"
|
|||
|
|
},
|
|||
|
|
"text/plain": [
|
|||
|
|
"'[{\"iden\": \"com.burbn.instagram\", \"camera\": 346, \"kTCCServicePhotosAdd\": 0, \"location\": 90, \"mediaLibrary\": 0, \"microphone\": 36, \"photos\": 302, \"all\": 774}, {\"iden\": \"jp.naver.line\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 688, \"all\": 688}, {\"iden\": \"com.hammerandchisel.discord\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 2, \"microphone\": 12, \"photos\": 202, \"all\": 216}, {\"iden\": \"com.beeasy.shopee.th\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 134, \"all\": 134}, {\"iden\": \"com.grabtaxi.iphone\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 62, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 0, \"all\": 62}, {\"iden\": \"com.google.Maps\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 52, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 0, \"all\": 52}, {\"iden\": \"com.kasikornbank.retail.mbanking.wap\", \"camera\": 10, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 40, \"all\": 50}, {\"iden\": \"us.zoom.videomeetings\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 44, \"photos\": 0, \"all\": 44}, {\"iden\": \"com.readdle.ReaddleDocsIPad\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 28, \"all\": 28}, {\"iden\": \"com.skype.skype\", \"camera\": 0, \"kTCCServicePhotosAdd\": 0, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 20, \"all\": 20}, {\"iden\": \"com.google.chrome.ios\", \"camera\": 0, \"kTCCServicePhotosAdd\": 2, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 0, \"all\": 2}, {\"iden\": \"com.spotify.client\", \"camera\": 0, \"kTCCServicePhotosAdd\": 2, \"location\": 0, \"mediaLibrary\": 0, \"microphone\": 0, \"photos\": 0, \"all\": 2}]'"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 144,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "lnRHflNUZGbr",
|
|||
|
|
"outputId": "4a323639-b181-48cd-e8ac-9c51664f4015"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"df.keys()"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"Index(['_id', 'category', 'identifier', 'kind', 'timeStamp', 'type',\n",
|
|||
|
|
" 'accessor.identifier', 'accessor.identifierType', 'outOfProcess'],\n",
|
|||
|
|
" dtype='object')"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 124,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 408
|
|||
|
|
},
|
|||
|
|
"id": "n_YjcOBF5lNF",
|
|||
|
|
"outputId": "9b98f412-8cff-4169-a6a3-a7a80650cc1c"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
""
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"ename": "RuntimeError",
|
|||
|
|
"evalue": "ignored",
|
|||
|
|
"output_type": "error",
|
|||
|
|
"traceback": [
|
|||
|
|
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
|
|||
|
|
"\u001b[0;31mRuntimeError\u001b[0m Traceback (most recent call last)",
|
|||
|
|
"\u001b[0;32m<ipython-input-83-0664a98c11d8>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mtest1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mjsonify\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdfffff\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/flask/json/__init__.py\u001b[0m in \u001b[0;36mjsonify\u001b[0;34m(*args, **kwargs)\u001b[0m\n\u001b[1;32m 356\u001b[0m \u001b[0mseparators\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m\",\"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\":\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 357\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 358\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0mcurrent_app\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mconfig\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m\"JSONIFY_PRETTYPRINT_REGULAR\"\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mor\u001b[0m \u001b[0mcurrent_app\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdebug\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 359\u001b[0m \u001b[0mindent\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m2\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 360\u001b[0m \u001b[0mseparators\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0;34m\", \"\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\": \"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/werkzeug/local.py\u001b[0m in \u001b[0;36m__getattr__\u001b[0;34m(self, name)\u001b[0m\n\u001b[1;32m 345\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mname\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;34m\"__members__\"\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 346\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mdir\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_current_object\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 347\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_current_object\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 348\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 349\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__setitem__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/werkzeug/local.py\u001b[0m in \u001b[0;36m_get_current_object\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 304\u001b[0m \"\"\"\n\u001b[1;32m 305\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mhasattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__local\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"__release_local__\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 306\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__local\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 307\u001b[0m \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 308\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__local\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m__name__\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/flask/globals.py\u001b[0m in \u001b[0;36m_find_app\u001b[0;34m()\u001b[0m\n\u001b[1;32m 50\u001b[0m \u001b[0mtop\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_app_ctx_stack\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtop\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 51\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mtop\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 52\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_app_ctx_err_msg\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 53\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mtop\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mapp\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 54\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;31mRuntimeError\u001b[0m: Working outside of application context.\n\nThis typically means that you attempted to use functionality that needed\nto interface with the current application object in some way. To solve\nthis, set up an application context with app.app_context(). See the\ndocumentation for more information."
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 336
|
|||
|
|
},
|
|||
|
|
"id": "23Vq-TPHTNAH",
|
|||
|
|
"outputId": "2e217623-2ea8-4804-e229-85448821707e"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"collection_data.aggregate([{ 'sortByCount': \"$tags\" }])"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"ename": "OperationFailure",
|
|||
|
|
"evalue": "ignored",
|
|||
|
|
"output_type": "error",
|
|||
|
|
"traceback": [
|
|||
|
|
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
|
|||
|
|
"\u001b[0;31mOperationFailure\u001b[0m Traceback (most recent call last)",
|
|||
|
|
"\u001b[0;32m<ipython-input-32-73b2e4d7a443>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mcollection_data\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0maggregate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m{\u001b[0m \u001b[0;34m'sortByCount'\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;34m\"$tags\"\u001b[0m \u001b[0;34m}\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/collection.py\u001b[0m in \u001b[0;36maggregate\u001b[0;34m(self, pipeline, session, **kwargs)\u001b[0m\n\u001b[1;32m 2505\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0ms\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2506\u001b[0m \u001b[0mexplicit_session\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msession\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2507\u001b[0;31m **kwargs)\n\u001b[0m\u001b[1;32m 2508\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2509\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0maggregate_raw_batches\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/collection.py\u001b[0m in \u001b[0;36m_aggregate\u001b[0;34m(self, aggregation_command, pipeline, cursor_class, session, explicit_session, **kwargs)\u001b[0m\n\u001b[1;32m 2419\u001b[0m return self.__database.client._retryable_read(\n\u001b[1;32m 2420\u001b[0m \u001b[0mcmd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_cursor\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcmd\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_read_preference\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msession\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2421\u001b[0;31m retryable=not cmd._performs_write)\n\u001b[0m\u001b[1;32m 2422\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 2423\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0maggregate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mpipeline\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/mongo_client.py\u001b[0m in \u001b[0;36m_retryable_read\u001b[0;34m(self, func, read_pref, session, address, retryable)\u001b[0m\n\u001b[1;32m 1523\u001b[0m \u001b[0;31m# not support retryable reads, raise the last error.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1524\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mlast_error\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 1525\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mfunc\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msession\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mserver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msock_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msecondary_ok\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 1526\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mServerSelectionTimeoutError\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 1527\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mretrying\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/aggregation.py\u001b[0m in \u001b[0;36mget_cursor\u001b[0;34m(self, session, server, sock_info, secondary_ok)\u001b[0m\n\u001b[1;32m 147\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0msession\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 148\u001b[0m \u001b[0mclient\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_database\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mclient\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 149\u001b[0;31m user_fields=self._user_fields)\n\u001b[0m\u001b[1;32m 150\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 151\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_process_result\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msession\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mserver\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msock_info\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msecondary_ok\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/pool.py\u001b[0m in \u001b[0;36mcommand\u001b[0;34m(self, dbname, spec, secondary_ok, read_preference, codec_options, check, allowable_errors, check_keys, read_concern, write_concern, parse_write_concern_error, collation, session, client, retryable_write, publish_events, user_fields, exhaust_allowed)\u001b[0m\n\u001b[1;32m 719\u001b[0m \u001b[0munacknowledged\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0munacknowledged\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 720\u001b[0m \u001b[0muser_fields\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0muser_fields\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 721\u001b[0;31m exhaust_allowed=exhaust_allowed)\n\u001b[0m\u001b[1;32m 722\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mOperationFailure\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mNotPrimaryError\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 723\u001b[0m \u001b[0;32mraise\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/network.py\u001b[0m in \u001b[0;36mcommand\u001b[0;34m(sock_info, dbname, spec, secondary_ok, is_mongos, read_preference, codec_options, session, client, check, allowable_errors, address, check_keys, listeners, max_bson_size, read_concern, parse_write_concern_error, collation, compression_ctx, use_op_msg, unacknowledged, user_fields, exhaust_allowed)\u001b[0m\n\u001b[1;32m 161\u001b[0m helpers._check_command_response(\n\u001b[1;32m 162\u001b[0m \u001b[0mresponse_doc\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0msock_info\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmax_wire_version\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mallowable_errors\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 163\u001b[0;31m parse_write_concern_error=parse_write_concern_error)\n\u001b[0m\u001b[1;32m 164\u001b[0m \u001b[0;32mexcept\u001b[0m \u001b[0mException\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0mexc\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 165\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mpublish\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;32m/usr/local/lib/python3.7/dist-packages/pymongo/helpers.py\u001b[0m in \u001b[0;36m_check_command_response\u001b[0;34m(response, max_wire_version, allowable_errors, parse_write_concern_error)\u001b[0m\n\u001b[1;32m 165\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mCursorNotFound\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merrmsg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_wire_version\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 166\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 167\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mOperationFailure\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0merrmsg\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mcode\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mresponse\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mmax_wire_version\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 168\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 169\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
|
|||
|
|
"\u001b[0;31mOperationFailure\u001b[0m: sortByCount is not allowed in this atlas tier, full error: {'ok': 0, 'errmsg': 'sortByCount is not allowed in this atlas tier', 'code': 8000, 'codeName': 'AtlasError'}"
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 125
|
|||
|
|
},
|
|||
|
|
"id": "uIa04sAcdBlX",
|
|||
|
|
"outputId": "bc441a4b-0944-43ab-890b-f5ff2412d9ef"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
""
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"application/vnd.google.colaboratory.intrinsic+json": {
|
|||
|
|
"type": "string"
|
|||
|
|
},
|
|||
|
|
"text/plain": [
|
|||
|
|
"'{\"schema\":{\"fields\":[{\"name\":\"accessor.identifier\",\"type\":\"string\"},{\"name\":\"camera\",\"type\":\"integer\"},{\"name\":\"kTCCServicePhotosAdd\",\"type\":\"integer\"},{\"name\":\"location\",\"type\":\"integer\"},{\"name\":\"mediaLibrary\",\"type\":\"integer\"},{\"name\":\"microphone\",\"type\":\"integer\"},{\"name\":\"photos\",\"type\":\"integer\"},{\"name\":\"all\",\"type\":\"integer\"}],\"primaryKey\":[\"accessor.identifier\"],\"pandas_version\":\"0.20.0\"},\"data\":[{\"accessor.identifier\":\"com.burbn.instagram\",\"camera\":346,\"kTCCServicePhotosAdd\":0,\"location\":90,\"mediaLibrary\":0,\"microphone\":36,\"photos\":302,\"all\":774},{\"accessor.identifier\":\"jp.naver.line\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":688,\"all\":688},{\"accessor.identifier\":\"com.hammerandchisel.discord\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":2,\"microphone\":12,\"photos\":202,\"all\":216},{\"accessor.identifier\":\"com.beeasy.shopee.th\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":134,\"all\":134},{\"accessor.identifier\":\"com.grabtaxi.iphone\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":62,\"mediaLibrary\":0,\"microphone\":0,\"photos\":0,\"all\":62},{\"accessor.identifier\":\"com.google.Maps\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":52,\"mediaLibrary\":0,\"microphone\":0,\"photos\":0,\"all\":52},{\"accessor.identifier\":\"com.kasikornbank.retail.mbanking.wap\",\"camera\":10,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":40,\"all\":50},{\"accessor.identifier\":\"us.zoom.videomeetings\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":44,\"photos\":0,\"all\":44},{\"accessor.identifier\":\"com.readdle.ReaddleDocsIPad\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":28,\"all\":28},{\"accessor.identifier\":\"com.skype.skype\",\"camera\":0,\"kTCCServicePhotosAdd\":0,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":20,\"all\":20},{\"accessor.identifier\":\"com.google.chrome.ios\",\"camera\":0,\"kTCCServicePhotosAdd\":2,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":0,\"all\":2},{\"accessor.identifier\":\"com.spotify.client\",\"camera\":0,\"kTCCServicePhotosAdd\":2,\"location\":0,\"mediaLibrary\":0,\"microphone\":0,\"photos\":0,\"all\":2}]}'"
|
|||
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|
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|
|||
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|
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|
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|
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|
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|
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|
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|
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|
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|
|||
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|
" <thead>\n",
|
|||
|
|
" <tr style=\"text-align: right;\">\n",
|
|||
|
|
" <th>category</th>\n",
|
|||
|
|
" <th>camera</th>\n",
|
|||
|
|
" <th>kTCCServicePhotosAdd</th>\n",
|
|||
|
|
" <th>location</th>\n",
|
|||
|
|
" <th>mediaLibrary</th>\n",
|
|||
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|
" <th>microphone</th>\n",
|
|||
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|
" <th>photos</th>\n",
|
|||
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" <th>all</th>\n",
|
|||
|
|
" </tr>\n",
|
|||
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|
" <tr>\n",
|
|||
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|
" <th>accessor.identifier</th>\n",
|
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|
|||
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|
|||
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|
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|
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|
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|
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|
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|
|||
|
|
" <tbody>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.burbn.instagram</th>\n",
|
|||
|
|
" <td>346</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>90</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>36</td>\n",
|
|||
|
|
" <td>302</td>\n",
|
|||
|
|
" <td>774</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>jp.naver.line</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>688</td>\n",
|
|||
|
|
" <td>688</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.hammerandchisel.discord</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" <td>12</td>\n",
|
|||
|
|
" <td>202</td>\n",
|
|||
|
|
" <td>216</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.beeasy.shopee.th</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>134</td>\n",
|
|||
|
|
" <td>134</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.grabtaxi.iphone</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>62</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>62</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.google.Maps</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>52</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>52</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.kasikornbank.retail.mbanking.wap</th>\n",
|
|||
|
|
" <td>10</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>40</td>\n",
|
|||
|
|
" <td>50</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>us.zoom.videomeetings</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>44</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>44</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.readdle.ReaddleDocsIPad</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>28</td>\n",
|
|||
|
|
" <td>28</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.skype.skype</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>20</td>\n",
|
|||
|
|
" <td>20</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.google.chrome.ios</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
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|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" <tr>\n",
|
|||
|
|
" <th>com.spotify.client</th>\n",
|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|
|||
|
|
" <td>0</td>\n",
|
|||
|
|
" <td>2</td>\n",
|
|||
|
|
" </tr>\n",
|
|||
|
|
" </tbody>\n",
|
|||
|
|
"</table>\n",
|
|||
|
|
"</div>"
|
|||
|
|
],
|
|||
|
|
"text/plain": [
|
|||
|
|
"category camera kTCCServicePhotosAdd ... photos all\n",
|
|||
|
|
"accessor.identifier ... \n",
|
|||
|
|
"com.burbn.instagram 346 0 ... 302 774\n",
|
|||
|
|
"jp.naver.line 0 0 ... 688 688\n",
|
|||
|
|
"com.hammerandchisel.discord 0 0 ... 202 216\n",
|
|||
|
|
"com.beeasy.shopee.th 0 0 ... 134 134\n",
|
|||
|
|
"com.grabtaxi.iphone 0 0 ... 0 62\n",
|
|||
|
|
"com.google.Maps 0 0 ... 0 52\n",
|
|||
|
|
"com.kasikornbank.retail.mbanking.wap 10 0 ... 40 50\n",
|
|||
|
|
"us.zoom.videomeetings 0 0 ... 0 44\n",
|
|||
|
|
"com.readdle.ReaddleDocsIPad 0 0 ... 28 28\n",
|
|||
|
|
"com.skype.skype 0 0 ... 20 20\n",
|
|||
|
|
"com.google.chrome.ios 0 2 ... 0 2\n",
|
|||
|
|
"com.spotify.client 0 2 ... 0 2\n",
|
|||
|
|
"\n",
|
|||
|
|
"[12 rows x 7 columns]"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 113,
|
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|
"metadata": {},
|
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|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/",
|
|||
|
|
"height": 1000
|
|||
|
|
},
|
|||
|
|
"id": "s8QPWV7a8n4J",
|
|||
|
|
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|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"import pandas as pd \n",
|
|||
|
|
"import seaborn as sb\n",
|
|||
|
|
"import matplotlib.pyplot as plt\n",
|
|||
|
|
"import plotly.express as px \n",
|
|||
|
|
"dp = list(collection_data2.find().sort([('timeStamp', pymongo.DESCENDING)]))\n",
|
|||
|
|
"df = json_normalize(dp)\n",
|
|||
|
|
"fig = px.bar(df,x='timeStamp',y='category')\n",
|
|||
|
|
"fig3 = px.density_heatmap(df,x='accessor.identifier',y='category',z='type', histfunc=\"avg\",nbinsx=4000, nbinsy=500, color_continuous_scale=\"solar\")\n",
|
|||
|
|
"fig3.show()\n",
|
|||
|
|
"fig.show()"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
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"outputs": [
|
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{
|
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"name": "stderr",
|
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|
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"output_type": "stream",
|
|||
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"text": [
|
|||
|
|
"/usr/local/lib/python3.7/dist-packages/ipykernel_launcher.py:6: FutureWarning:\n",
|
|||
|
|
"\n",
|
|||
|
|
"pandas.io.json.json_normalize is deprecated, use pandas.json_normalize instead\n",
|
|||
|
|
"\n"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
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{
|
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"data": {
|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|
|||
|
|
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|||
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|
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|
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|
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|
|||
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|
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|
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|
|||
|
|
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|
|||
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|||
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" {\"barmode\": \"relative\", \"legend\": {\"tracegroupgap\": 0}, \"margin\": {\"t\": 60}, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl
|
|||
|
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" {\"responsive\": true}\n",
|
|||
|
|
" ).then(function(){\n",
|
|||
|
|
" \n",
|
|||
|
|
"var gd = document.getElementById('474f6b9e-d2b6-40a6-9cd1-d8a54a38b413');\n",
|
|||
|
|
"var x = new MutationObserver(function (mutations, observer) {{\n",
|
|||
|
|
" var display = window.getComputedStyle(gd).display;\n",
|
|||
|
|
" if (!display || display === 'none') {{\n",
|
|||
|
|
" console.log([gd, 'removed!']);\n",
|
|||
|
|
" Plotly.purge(gd);\n",
|
|||
|
|
" observer.disconnect();\n",
|
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|
|
" }}\n",
|
|||
|
|
"}});\n",
|
|||
|
|
"\n",
|
|||
|
|
"// Listen for the removal of the full notebook cells\n",
|
|||
|
|
"var notebookContainer = gd.closest('#notebook-container');\n",
|
|||
|
|
"if (notebookContainer) {{\n",
|
|||
|
|
" x.observe(notebookContainer, {childList: true});\n",
|
|||
|
|
"}}\n",
|
|||
|
|
"\n",
|
|||
|
|
"// Listen for the clearing of the current output cell\n",
|
|||
|
|
"var outputEl = gd.closest('.output');\n",
|
|||
|
|
"if (outputEl) {{\n",
|
|||
|
|
" x.observe(outputEl, {childList: true});\n",
|
|||
|
|
"}}\n",
|
|||
|
|
"\n",
|
|||
|
|
" })\n",
|
|||
|
|
" };\n",
|
|||
|
|
" \n",
|
|||
|
|
" </script>\n",
|
|||
|
|
" </div>\n",
|
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|
|
"</body>\n",
|
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|
|
"</html>"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "display_data"
|
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|
|
}
|
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|
|
]
|
|||
|
|
},
|
|||
|
|
{
|
|||
|
|
"cell_type": "code",
|
|||
|
|
"metadata": {
|
|||
|
|
"colab": {
|
|||
|
|
"base_uri": "https://localhost:8080/"
|
|||
|
|
},
|
|||
|
|
"id": "WEXUm4XA-PVV",
|
|||
|
|
"outputId": "a1810109-f058-4427-f3a0-8e5711fc3b0d"
|
|||
|
|
},
|
|||
|
|
"source": [
|
|||
|
|
"df.keys()"
|
|||
|
|
],
|
|||
|
|
"execution_count": null,
|
|||
|
|
"outputs": [
|
|||
|
|
{
|
|||
|
|
"data": {
|
|||
|
|
"text/plain": [
|
|||
|
|
"Index(['_id', 'category', 'identifier', 'kind', 'timeStamp', 'type',\n",
|
|||
|
|
" 'accessor.identifier', 'accessor.identifierType', 'outOfProcess'],\n",
|
|||
|
|
" dtype='object')"
|
|||
|
|
]
|
|||
|
|
},
|
|||
|
|
"execution_count": 110,
|
|||
|
|
"metadata": {},
|
|||
|
|
"output_type": "execute_result"
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
}
|
|||
|
|
]
|
|||
|
|
}
|