230 lines
6.8 KiB
Plaintext
230 lines
6.8 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os, sys\n",
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"nb_dir = os.path.split(os.getcwd())[0]\n",
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"if nb_dir not in sys.path:\n",
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" sys.path.append(nb_dir)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [],
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"source": [
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"from features.communication import *"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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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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" id _id timestamp device_id call_type \\\n",
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"0 1649 2 1603359870948 645ca1c1-b798-410c-a0b2-fd24d0f0186d 2 \n",
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"1 1648 1 1603359849077 645ca1c1-b798-410c-a0b2-fd24d0f0186d 2 \n",
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"2 1647 1 1603358854783 049df3f8-8541-4cf5-af2b-83f6b3f0cf4b 2 \n",
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"3 1267 5 1599242289282 d2a71262-b2cf-484b-b422-ec2a84eebd3d 2 \n",
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"4 1266 4 1599242131166 d2a71262-b2cf-484b-b422-ec2a84eebd3d 2 \n",
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"5 794 3 1588053846893 d2a71262-b2cf-484b-b422-ec2a84eebd3d 3 \n",
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"6 744 2 1587137920351 d2a71262-b2cf-484b-b422-ec2a84eebd3d 3 \n",
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"7 616 1 1585919254218 d2a71262-b2cf-484b-b422-ec2a84eebd3d 1 \n",
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"8 556 1 1585043148221 d5fb52e1-7df8-44b5-a805-8d04ca008061 1 \n",
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"\n",
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" call_duration trace participant_id \\\n",
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"0 0 040519011 21 \n",
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"1 0 +38640519011 21 \n",
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"2 0 72441dc0eb9550fcdc5a61cce9dc8bd302494680 21 \n",
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"3 0 4f345b8682824a491e57efbd4afd61e6212a9c05 21 \n",
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"4 0 4f345b8682824a491e57efbd4afd61e6212a9c05 21 \n",
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"5 0 1d705b16b9983c32d2ef1af7f150944696a23fb5 21 \n",
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"6 0 1d705b16b9983c32d2ef1af7f150944696a23fb5 21 \n",
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"7 29 1d705b16b9983c32d2ef1af7f150944696a23fb5 21 \n",
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"8 17 501cef50691bcc4f0ddc4bb5d6daa07154189d47 21 \n",
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"\n",
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" username \n",
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"0 nokia_0000003 \n",
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"1 nokia_0000003 \n",
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"2 nokia_0000003 \n",
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"3 nokia_0000003 \n",
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"4 nokia_0000003 \n",
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"5 nokia_0000003 \n",
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"6 nokia_0000003 \n",
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"7 nokia_0000003 \n",
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"8 nokia_0000003 \n"
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]
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}
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],
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"source": [
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"df_calls = get_call_data([\"nokia_0000003\"])\n",
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"print(df_calls)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th>call_type</th>\n",
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" <th>no_incoming</th>\n",
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" <th>no_outgoing</th>\n",
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" <th>no_missed</th>\n",
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" <th>duration_incoming</th>\n",
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" <th>duration_outgoing</th>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>participant_id</th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>21</th>\n",
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" <td>2</td>\n",
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" <td>5</td>\n",
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" <td>2</td>\n",
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" <td>46</td>\n",
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" <td>0</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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"call_type no_incoming no_outgoing no_missed duration_incoming \\\n",
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"participant_id \n",
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"21 2 5 2 46 \n",
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"\n",
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"call_type duration_outgoing \n",
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"participant_id \n",
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"21 0 "
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]
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},
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"execution_count": 4,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"count_comms(df_calls)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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"\n",
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" }\n",
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"\n",
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" .dataframe thead th {\n",
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" text-align: right;\n",
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" }\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th>message_type</th>\n",
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" <th>no_received</th>\n",
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" <th>no_sent</th>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>participant_id</th>\n",
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" <th></th>\n",
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" <th></th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>21</th>\n",
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" <td>16</td>\n",
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" <td>2</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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"message_type no_received no_sent\n",
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"participant_id \n",
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"21 16 2"
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]
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},
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"df_sms = get_sms_data([\"nokia_0000003\"])\n",
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"count_comms(df_sms)"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "straw2analysis",
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"language": "python",
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"name": "straw2analysis"
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},
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"language_info": {
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"codemirror_mode": {
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.9.1"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 4
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}
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