{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import os\n", "import sys\n", "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", "\n", "nb_dir = os.path.split(os.getcwd())[0]\n", "if nb_dir not in sys.path:\n", " sys.path.append(nb_dir)\n", " \n", "from features.communication import *\n", "import participants.query_db\n", "\n", "participants_inactive_usernames = participants.query_db.get_usernames()\n", "df_sms = get_sms_data(participants_inactive_usernames)\n", "df_calls = get_call_data(participants_inactive_usernames)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "df_calls" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", " | id | \n", "_id | \n", "timestamp | \n", "device_id | \n", "call_type | \n", "call_duration | \n", "trace | \n", "participant_id | \n", "username | \n", "freq | \n", "contact_id | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "118 | \n", "1 | \n", "1581936081010 | \n", "78082f9f-98c2-468d-b4a2-7c835bd812bd | \n", "2 | \n", "0 | \n", "87ae5eb2c5b7fe30bea2821e2ec052453d89ea6b | \n", "13 | \n", "uploader_20449 | \n", "21 | \n", "0 | \n", "
1 | \n", "176 | \n", "3 | \n", "1582295247982 | \n", "78082f9f-98c2-468d-b4a2-7c835bd812bd | \n", "1 | \n", "196 | \n", "87ae5eb2c5b7fe30bea2821e2ec052453d89ea6b | \n", "13 | \n", "uploader_20449 | \n", "21 | \n", "0 | \n", "
2 | \n", "209 | \n", "4 | \n", "1582305634014 | \n", "78082f9f-98c2-468d-b4a2-7c835bd812bd | \n", "2 | \n", "237 | \n", "87ae5eb2c5b7fe30bea2821e2ec052453d89ea6b | \n", "13 | \n", "uploader_20449 | \n", "21 | \n", "0 | \n", "
3 | \n", "210 | \n", "5 | \n", "1582561530334 | \n", "78082f9f-98c2-468d-b4a2-7c835bd812bd | \n", "2 | \n", "126 | \n", "87ae5eb2c5b7fe30bea2821e2ec052453d89ea6b | \n", "13 | \n", "uploader_20449 | \n", "21 | \n", "0 | \n", "
4 | \n", "253 | \n", "6 | \n", "1582627576077 | \n", "78082f9f-98c2-468d-b4a2-7c835bd812bd | \n", "2 | \n", "255 | \n", "87ae5eb2c5b7fe30bea2821e2ec052453d89ea6b | \n", "13 | \n", "uploader_20449 | \n", "21 | \n", "0 | \n", "
... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "... | \n", "
4645 | \n", "5874 | \n", "131 | \n", "1625602519843 | \n", "4b62a655-cbf0-4ac0-a448-06726f45b56a | \n", "2 | \n", "2270 | \n", "f4ebca8dc7305fe424d6bf7fbcd2e5086f98b453 | \n", "90 | \n", "uploader_53573 | \n", "6 | \n", "9 | \n", "
4646 | \n", "5882 | \n", "139 | \n", "1625753023456 | \n", "4b62a655-cbf0-4ac0-a448-06726f45b56a | \n", "3 | \n", "0 | \n", "2e5d63f6fddca2b66be810b5946c42eda24f2dbe | \n", "90 | \n", "uploader_53573 | \n", "2 | \n", "13 | \n", "
4647 | \n", "5883 | \n", "140 | \n", "1625754998767 | \n", "4b62a655-cbf0-4ac0-a448-06726f45b56a | \n", "3 | \n", "0 | \n", "2e5d63f6fddca2b66be810b5946c42eda24f2dbe | \n", "90 | \n", "uploader_53573 | \n", "2 | \n", "13 | \n", "
4648 | \n", "5884 | \n", "141 | \n", "1625823008392 | \n", "4b62a655-cbf0-4ac0-a448-06726f45b56a | \n", "2 | \n", "0 | \n", "7316d58b7bb7de097a2421c56010ac024a489451 | \n", "90 | \n", "uploader_53573 | \n", "1 | \n", "21 | \n", "
4649 | \n", "5903 | \n", "158 | \n", "1626110930233 | \n", "4b62a655-cbf0-4ac0-a448-06726f45b56a | \n", "2 | \n", "53 | \n", "7db4e9acf7c73837ddecdae5da523a28c774ba94 | \n", "90 | \n", "uploader_53573 | \n", "1 | \n", "24 | \n", "
4650 rows × 11 columns
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