diff --git "a/notebooks/data_exploration_v1.ipynb" "b/notebooks/data_exploration_v1.ipynb" new file mode 100644--- /dev/null +++ "b/notebooks/data_exploration_v1.ipynb" @@ -0,0 +1,45823 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.core.display import display, HTML\n", + "display(HTML(\"\"))\n", + "\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import string\n", + "import re\n", + "import os\n", + "import sys\n", + "sys.path.append(os.path.dirname(os.getcwd()))\n", + "\n", + "from project_tools import project_utils, project_config\n", + "\n", + "from importlib import reload\n", + "import time\n", + "import datetime\n", + "import json\n", + "import csv\n", + "from tqdm import tqdm_notebook\n", + "\n", + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from sklearn.preprocessing import MinMaxScaler\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "pd.set_option('display.max_columns', 500)\n", + "pd.set_option('display.max_colwidth', 1000)\n", + "pd.set_option('display.max_rows', 1600)\n", + "pd.set_option('display.float_format', lambda x: '%.3f' % x)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "appdata = pd.read_csv('../input/20215_AppData.csv')\n", + "param = pd.read_csv('../input/20215_paramCombined.csv')\n", + "iswdata = pd.read_csv('../input/ISWdata.csv')\n", + "iswmetric = pd.read_csv('../input/ISWMetrics.csv') " + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4 1\n", + "3 1\n", + "2 1\n", + "1 1\n", + "dtype: int64" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.Series(param['UserID'].unique()).value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['SegmentId', 'Value', 'UserId', 'Cell', 'uMotifTime', 'motifHour',\n", + " 'TimeBin', 'Day', 'Month'],\n", + " dtype='object')" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3 111\n", + "2 109\n", + "4 97\n", + "1 95\n", + "Name: Cell, dtype: int64" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "param.drop_duplicates(subset=['UserId', 'Cell'])['Cell'].value_counts()" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1571, 15)" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata[~pd.isnull(appdata['Q798'])].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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10953266049217.0009833NaNFuneral of brother in law29/11/2019 18:53329113
10977267158413.0009844NaNIn bef heavy medicated pain is getting more unbarble .trying to get doctor appointment is middle od DEC. Psin dont wait. ...29/11/2019 20:03229114
1123226695132nan9824NaNOn holiday29/11/2019 21:53129114
11374267158313.0009813NaNShopping30/11/2019 08:45230111
11590265768414.0009832NaNMoving house30/11/2019 10:33130111
11670262488315.0009821NaNStuck in traffic for an hour30/11/2019 12:32130112
11672266108215.0009811NaNBobbing about30/11/2019 12:33430112
1167626421132nan98398ColdShopping30/11/2019 12:35230112
11683262652313.0009811NaNChild's swimming class30/11/2019 12:36230112
1169526689132nan9832NaNChurch fair with my two kids .30/11/2019 12:42430112
1179626212732nan9834NaNSchool30/11/2019 13:08230112
1181626435132nan9822NaNHeading to pick up sons new bike30/11/2019 13:16230112
1208926484122nan9857NaNXmas light switch on30/11/2019 17:11130113
1214626389142nan9823NaNAt the Spurs ground watch them beat Bournemouth 3-230/11/2019 17:36230113
1248026463332nan9852NaNRestaurant30/11/2019 21:34330114
12483267158411.0009843NaNIn alot of pain and also feeling drowsey due t diazepam and morphine patch.30/11/2019 21:37230114
12561265791332nan9832NaNIn a hotel room01/12/2019 07:3231121
1261526724342nan9833NaNAirport01/12/2019 08:3011121
1265526702132nan9822NaNWeekend away01/12/2019 09:0231121
1271726470132nan9822NaNAir bnb house boat01/12/2019 09:2121121
1290126453232nan9811NaNGarage training01/12/2019 12:3131122
1301626272132nan9851NaNTheme park01/12/2019 13:1121122
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132022671511411.00098598Night timeBeen in bed asleep all day due to the heavy meds.now got family comming around tonighit and im worrrid that i look like a druggie.causingnothing but stress.my wife days stsy up stairs i day i eant to support you.cant win01/12/2019 16:3121123
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134102677913315.00098198Clear night but coldOn way home from work01/12/2019 18:0241123
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13764264938416.0009832NaNIn a pub quiz01/12/2019 22:4821124
1391426724732nan9832NaNHoliday02/12/2019 08:4212121
139222671510416.0009821NaNCitizens advice get help.filling forms in due to my anxiety and dislexya.02/12/2019 08:4922121
1398326560312nan9852NaNGym02/12/2019 09:1122121
1409526472342nan9831NaNFlying to Frankfurt02/12/2019 10:4522121
1415326724132nan9834NaNHoliday02/12/2019 12:3412122
1423326604722nan9831NaNChurch Breakfast Club putting up Xmas decorations02/12/2019 13:0332122
14289262508413.0009813NaNWorking from home02/12/2019 13:1122122
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1451226266122nan9835NaNIn car travelling to a short break02/12/2019 16:5232123
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14701262508415.0009832NaNWorking from home02/12/2019 18:0922123
1473626724132nan9832NaNHoliday02/12/2019 19:3412124
150142671514311.0009843NaNIn consent back pain now i have had enough tired angry grumpy02/12/2019 21:4822124
1501726266132nan9845NaNHoliday02/12/2019 21:4932124
1503126265342nan9852NaNMartial Arts Dojo02/12/2019 22:0622124
1507426472742nan9832NaNFrankfurt03/12/2019 06:3523121
151012671513411.0009833NaNSchool run03/12/2019 07:1723121
1516526486732nan9831NaNIn hospital with my pregnant fiancé. On the labour ward03/12/2019 08:0333121
1517026266142nan9842NaNMid week break with family03/12/2019 08:0433121
15320262508413.0009832NaNWorking from home03/12/2019 09:2623121
1534526592142nan98398Sunny and coldSunny and vokd03/12/2019 09:4413121
153802651311217.0009821NaNLondon Hospital03/12/2019 10:1823121
1539926472642nan9833NaNCity break frankfurt03/12/2019 11:1223122
154352648611413.0009841NaNIn hospital with fiancé on delivery suite03/12/2019 12:1733122
1544926266632nan9842NaNHoliday with family03/12/2019 12:2833122
15540264531332nan9831NaNGym03/12/2019 13:0233122
15633265601322nan9851NaNGym03/12/2019 13:2923122
157172671511411.0009823NaNschool pick up.anxiety high03/12/2019 16:0323123
1572526472632nan9832NaNFrankfurt break03/12/2019 16:0823123
1575026309112nan9823NaNShopping03/12/2019 16:1943123
1575726616522nan9822NaNGarage03/12/2019 16:2733123
1589726486632nan9833NaNIn hospital, fiancé in labour03/12/2019 17:2433123
15923262508411.0009833NaNWorking from home03/12/2019 17:4123123
1605326266142nan98498ColdHoliday03/12/2019 20:1133124
1629026235322nan98598No idea, I'm in a basementChristmas party03/12/2019 21:4023124
16303264721342nan9833NaNFrankfurt03/12/2019 21:5623124
16315267031342nan9812NaNFootball Training03/12/2019 22:0933124
1633126486342nan9833NaNIn hospital03/12/2019 22:2133124
1649426472532nan9851NaNConference in frankfurt04/12/2019 08:4024121
1652926266132nan9842NaNHoliday04/12/2019 09:0234121
16577262508313.0009812NaNWorking from home04/12/2019 09:1424121
166612671513313.0009821NaNAt hospital appointment04/12/2019 10:1824121
1668126568332nan9831NaNOn an aeroplane, just landed in Prague04/12/2019 10:4534121
1676026381132nan9851NaNFootball04/12/2019 12:3324122
1678026610122nan9811NaNShopping & bobbing about04/12/2019 12:4744122
1681926486442nan9831NaNHospital visiting fiancé and baby04/12/2019 13:0334122
1686726266242nan9841NaNHoliday with family04/12/2019 13:0834122
16898262508213.0009811NaNWorking from home04/12/2019 13:1924122
169082654412317.0009822NaNLondon hospital04/12/2019 13:2334122
16913264929311.0009811NaNCare centre04/12/2019 13:2634122
1691926472642nan9851NaNConference04/12/2019 13:2924122
1694326485342nan9821NaNIn the car (I'm not driving!) On the way to France for a long weekend04/12/2019 13:4224122
169562660711117.0009811NaNDentist04/12/2019 13:5344122
170022671510411.0009823NaNHospital appointment with the wife04/12/2019 14:4424122
1701426568122nan9821NaNHotel room04/12/2019 16:0334123
1710426485142nan98298Dark, clear skyAt our seaside apartment in northern France04/12/2019 16:5724123
1718626266642nan9843NaNHoliday with family04/12/2019 17:1234123
171922627210217.00098198ColdGym04/12/2019 17:1324123
172722625013412.0009833NaNWorking from home04/12/2019 18:0224123
1732526266642nan9843NaNFamily holiday04/12/2019 20:0134124
1736326485642nan98298Dark but very clear skyIn our apartment in northern France after a wonderful meal - and a nice glass of wine, or two!04/12/2019 20:1124124
1741326568522nan9822NaNHotel room04/12/2019 20:3534124
17534267157413.00098498NightimeAt home in bed with diazepam for my back spasms feeling drowsey04/12/2019 21:1424124
1760826560342nan98598Cold and darkFootball match04/12/2019 22:1524124
1765126266132nan9842NaNFamily holiday05/12/2019 07:1035121
1765526715732nan98498Dark outsideSchool run singing xmas songs05/12/2019 07:1325121
1772026568122nan9821NaNHotel room05/12/2019 08:0035121
1782726485722nan9827NaNIn our apartment in northern France05/12/2019 09:0425121
1786126560622nan9853NaNGym05/12/2019 09:1325121
178772625011313.0009822NaNWorking from home05/12/2019 09:1925121
1791926403132nan9824NaNshopping05/12/2019 09:5125121
1801326724732nan9835NaNHoliday05/12/2019 12:2715122
1802526485132nan9823NaNIn France in the car returning from shopping05/12/2019 12:3425122
1806826453332nan9832NaNGym05/12/2019 12:5935122
18114262508313.0009812NaNWorking from home05/12/2019 13:0625122
18202264031332nan9824NaNshopping05/12/2019 13:4125122
1822326459442nan9853NaNSchool navitity05/12/2019 13:5615122
1825126381142nan9822NaNTaking Pukki the dog for a 30 minute walk.05/12/2019 14:2125122
1826426266242nan9842NaNFamily holiday05/12/2019 14:3735122
1828026393722nan9838NaNOn holidays05/12/2019 15:0935123
1828126485732nan9823NaNIn our apartment in northern France05/12/2019 15:4925123
1830826724732nan9835NaNHoliday05/12/2019 16:1315123
1837226266242nan9845NaNFamily holiday05/12/2019 16:5935123
184092645213411.00098198Dark coldDoctors05/12/2019 17:0415123
1845626568122nan9823NaNHotel room05/12/2019 17:1235123
1853626339732nan9822NaNHotel stay05/12/2019 17:5735123
1862426536132nan9835NaNSwimming05/12/2019 20:0815124
1865726266132nan9845NaNFamily holiday05/12/2019 20:2835124
1870126485642nan98298Dark and cloudyIn our apartment in northern France after a lovely dinner and nice wine!05/12/2019 20:5125124
18712267157413.00098298NightimeIn bed feeling drowsy on very high meds of morphine diazepam. Thats why i sleep alot.05/12/2019 20:5725124
1890026724732nan9833NaNHoliday06/12/2019 06:5716121
189722648513113.0009824NaNIn our apartment in northern France06/12/2019 07:4926121
1901326266642nan9844NaNFamily holiday06/12/2019 08:2436121
1914626568122nan9823NaNHotel room06/12/2019 09:3136121
1915626250822nan9814NaNWorking from home06/12/2019 09:3826121
19226267155313.0009824NaNOn meds of diazepam for my back spasms and morphine for my pain, 🙂06/12/2019 10:5926121
1938326250532nan9815NaNWorking from home06/12/2019 13:0926122
19393267698417.0009812NaNHospital06/12/2019 13:1346122
1941626710132nan9824NaNShopping06/12/2019 13:2136122
1941726706632nan9814NaNGarage06/12/2019 13:2236122
1942526485632nan9824NaNIn France in the car coming back from shopping\\nto our apartment06/12/2019 13:2426122
1947226266142nan9833NaNFamily holiday06/12/2019 13:4036122
1948426680132nan9812NaNHorse yard06/12/2019 13:5136122
1953626485742nan9826NaNIn our apartment in northern France hiding from the weather!06/12/2019 15:0926123
1966226568122nan9822NaNHotel room06/12/2019 17:0236123
1967826340522nan9812NaNBarbers06/12/2019 17:0436123
19688262508411.0009834NaNWorking from home06/12/2019 17:0526123
1973026381732nan9822NaNOut and about, calling at Chemist for a prescription.06/12/2019 17:1826123
1986526265642nan9834NaNDisneyland06/12/2019 20:0526124
1995526485642nan98298Dark but clear sky. Very windyIn our apartment in northern France after a lovely dinner and a nice bottle of wine06/12/2019 20:4526124
20144267157413.0009844NaNRelaxed due to high meds for my back06/12/2019 22:3926124
2019426568122nan9821NaNHotel room07/12/2019 07:5537121
2024826485742nan9823NaNIn our apartment in northern France07/12/2019 08:3727121
2040826407432nan9821NaNGym07/12/2019 09:5717121
2046626485342nan9823NaNIn our apartment in northern France waiting to go to a wine fair!07/12/2019 12:0827122
2050626565132nan9833NaNShopping07/12/2019 12:2947122
2060326435142nan9812NaNBarbers07/12/2019 13:0827122
2062826406132nan9824NaNShops07/12/2019 13:1917122
20631264031432nan9824NaNshopping07/12/2019 13:2027122
2064926515122nan9843NaNAt College07/12/2019 13:2837122
20650263168217.0009824NaNShopping in Glasgow07/12/2019 13:2827122
2065226247812nan9812NaNShopping07/12/2019 13:2917122
2066426484132nan9851NaNSanta day trip07/12/2019 13:3217122
20687266891042nan9823NaNHospital07/12/2019 13:4747122
207772639513313.0009833NaNTaxi07/12/2019 16:1317123
20789267031342nan9852NaNFootball Match07/12/2019 16:2437123
2081126485342nan9853NaNAt a wine tasting in Montreuil sur Mer, France07/12/2019 16:3727123
208992659713417.0009832NaNHospital after surgery07/12/2019 17:0647123
20911265791332nan9834NaNShops07/12/2019 17:0937123
2091326196132nan9854NaNFootball Stadium07/12/2019 17:0927123
20954266891032nan9833NaNHospital07/12/2019 17:2147123
2099326815332nan9853NaNPub07/12/2019 17:5247123
2100226269122nan9853NaNKids birthday party07/12/2019 18:0237123
2103326226742nan98398ColdChristmas shopping07/12/2019 18:4047123
2109226485732nan98298Dark and overcastIn our apartment in northern France07/12/2019 20:1827124
2120126715532nan98498Clear cold nightimeStaying in a hotel for the weekend on my back meds of diazepam which is relax me and put me.in calming mood.07/12/2019 21:0327124
2132126359622nan9813NaNOn public transport07/12/2019 22:3227124
2133126392722nan9855NaNBirthday party07/12/2019 22:4847124
2137126485742nan9826NaNIn our apartment in northern France08/12/2019 07:4628121
213882671511313.0009823NaNAnxious due to going home and its neen nice to spend time as a family wothout life struggle .08/12/2019 08:1228121
216322659713311.0009831NaNHospital after surgery08/12/2019 10:4448121
2164926250142nan9838NaNOn holiday08/12/2019 11:0328122
216792671513413.0009826NaNShoppng08/12/2019 12:2328122
21697262528411.0009835NaNShopping center08/12/2019 12:3338122
2179226485742nan9821NaNIn our apartment in northern France08/12/2019 13:0628122
218672674813313.0009824NaNAbout to go swimming08/12/2019 13:3748122
2213826485742nan9825NaNIn our apartment in northern France08/12/2019 17:1928123
2214426276132nan98298NightTravelling home08/12/2019 17:2238123
22148265978311.0009834NaNHospital08/12/2019 17:2348123
222602659713311.0009835NaNHospital08/12/2019 20:0148124
223802671513413.0009844NaNIn bed drowsey with med diazepam fit back spasms08/12/2019 20:5428124
2252326485642nan98298Dark but clear skyIn our apartment in northern France08/12/2019 21:4128124
22741265978311.0009811NaNHospital09/12/2019 08:5549121
22801266029416.0009811NaNHotel room09/12/2019 09:0929121
2283026689112nan9822NaNTown centre09/12/2019 09:2249121
2283226485112nan9823NaNIn our apartment in northern France09/12/2019 09:2329121
228782671513413.0009832NaNFeeling very tired sick had diarrea and feeling light headed09/12/2019 09:5629121
2292626411432nan9825NaNSchool nativity play09/12/2019 11:0019121
2292726250142nan9838NaNSanta's gaff09/12/2019 11:1929122
2300926532232nan9851NaNConference09/12/2019 12:5229122
2302126485332nan98298Don't know as we're in the Tunnel! It was sunny when we left FranceOn Le Shuttle returning from France09/12/2019 12:5929122
2305926602542nan9831NaNTattoo studio09/12/2019 13:0329122
231092671513413.0009821NaNAt home laying down back spasms hurting and now starting to feel dizy.09/12/2019 13:1129122
2317426381732nan9811NaNShopping09/12/2019 13:4929122
231902670313315.0009842NaNHoliday09/12/2019 14:0639122
23220265979311.0009822NaNHospital09/12/2019 14:3449122
2329326703232nan9832NaNHoliday09/12/2019 16:2839123
2341026602142nan9822NaNTattoo studio09/12/2019 17:0629123
23502267155413.0009844NaNCalm due to med of diazepam09/12/2019 17:5129123
2361826703732nan9832NaNHoliday09/12/2019 20:1639124
2365726435132nan98398Dark and crispShopping09/12/2019 20:3629124
236812671513313.0009843NaNLaying in bed with a bug as well as back spasms joy feelimg low now so tired.09/12/2019 20:5229124
23794265501312nan9813NaNGym09/12/2019 21:2619124
2398726348722nan9824NaNSchool run10/12/2019 08:15310121
2399126715732nan9813NaNTaking a slow walk home from schoool run diazepam kickrd in10/12/2019 08:19210121
2405626535342nan9854NaNPorsche driving experience10/12/2019 09:02210121
241302668610311.0009834NaNHospital10/12/2019 09:31210121
2414726703732nan9834NaNHoliday10/12/2019 09:42310121
242782664013111.0009824NaNShopping10/12/2019 12:31210122
24298267208318.0009824NaNDentist10/12/2019 12:48110122
2432526535332nan9854NaNPorsche driving experience.10/12/2019 13:01210122
2444626703332nan9834NaNHoliday10/12/2019 13:36310122
245492671513313.0009846NaNJust got back from school run feel dizzy. Back hurting10/12/2019 16:14210123
2468426703532nan9834NaNHoliday10/12/2019 17:09310123
2471626272522nan9844NaNGym10/12/2019 17:17210123
24814265621122nan9814NaNGym10/12/2019 18:38310123
2481926381732nan9854NaNCoaching football with 10 players.10/12/2019 18:46210123
2486226715541nan9846NaNIn bed chilled out diazepam making me drowsy. Back spasms setting down.10/12/2019 20:12210124
2488626777732nan9816NaNIn bed10/12/2019 20:19410124
2508826265442nan9844NaNAt Jujitsu. Last night in the Dojo we've used for the past 30 years10/12/2019 21:54210124
2511226703632nan9833NaNHoliday10/12/2019 22:32310124
252422651511315.0009831NaNWaiting for an exam11/12/2019 08:34311121
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25325267031332nan9832NaNHoliday11/12/2019 09:10311121
2534026309122nan9813NaNFishing11/12/2019 09:17411121
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253982668710211.0009831NaNHospital11/12/2019 10:00211121
2552626715732nan9814NaNWatching tv laying on couch. Diazepam is working11/12/2019 12:56211122
2553026485232nan9821NaNIn the car11/12/2019 12:59211122
2557726560742nan9854NaNGym11/12/2019 13:07211122
25667266108216.0009814NaNShopping11/12/2019 13:52411122
2568026687112nan9824NaNWorking from home11/12/2019 14:06211122
2568726444132nan9824NaNChild's nursery Christmas production11/12/2019 14:15311122
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2576626381732nan9852NaNAt a football match11/12/2019 16:21211123
2577226502732nan9823NaNPassenger comming home from work11/12/2019 16:24311123
2577626580332nan9832NaNGym11/12/2019 16:27411123
2581026715642nan9845NaNOn sofa relaxing.medicine diazepam for my back spasms is making?me relaxed11/12/2019 16:52211123
2591826339222nan9854NaNSchool play11/12/2019 17:21311123
2604926309142nan9848NaNFishing meeting11/12/2019 20:15411124
26146267157413.0009844NaNIn bed falling on off sleep due to.diazepam. back pain stating to flag up.11/12/2019 21:02211124
2627526703642nan9832NaNHoliday11/12/2019 22:41311124
26315265851342nan9824NaNHospital12/12/2019 07:29312121
2632926225242nan98498Ice sub zeroPolling station12/12/2019 07:43112121
2643026777842nan9834NaNHospital with dad12/12/2019 09:05412121
2647026452132nan9814NaNHairdressers12/12/2019 09:28112121
2647126354142nan9821NaNholiday (tenerife)12/12/2019 09:29312121
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267102625013212.0009824NaNWorking from home12/12/2019 13:44212122
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2687326250632nan9833NaNWorking from home12/12/2019 17:15212123
2706926435332nan9854NaNFooty12/12/2019 21:12212124
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1 1 \n", + "23190 26703 13 3 1 5.000 98 4 2 \n", + "23220 26597 9 3 1 1.000 98 2 2 \n", + "23293 26703 2 3 2 nan 98 3 2 \n", + "23410 26602 1 4 2 nan 98 2 2 \n", + "23502 26715 5 4 1 3.000 98 4 4 \n", + "23618 26703 7 3 2 nan 98 3 2 \n", + "23657 26435 1 3 2 nan 98 3 98 \n", + "23681 26715 13 3 1 3.000 98 4 3 \n", + "23794 26550 13 1 2 nan 98 1 3 \n", + "23987 26348 7 2 2 nan 98 2 4 \n", + "23991 26715 7 3 2 nan 98 1 3 \n", + "24056 26535 3 4 2 nan 98 5 4 \n", + "24130 26686 10 3 1 1.000 98 3 4 \n", + "24147 26703 7 3 2 nan 98 3 4 \n", + "24278 26640 13 1 1 1.000 98 2 4 \n", + "24298 26720 8 3 1 8.000 98 2 4 \n", + "24325 26535 3 3 2 nan 98 5 4 \n", + "24446 26703 3 3 2 nan 98 3 4 \n", + "24549 26715 13 3 1 3.000 98 4 6 \n", + "24684 26703 5 3 2 nan 98 3 4 \n", + "24716 26272 5 2 2 nan 98 4 4 \n", + "24814 26562 11 2 2 nan 98 1 4 \n", + "24819 26381 7 3 2 nan 98 5 4 \n", + "24862 26715 5 4 1 nan 98 4 6 \n", + "24886 26777 7 3 2 nan 98 1 6 \n", + "25088 26265 4 4 2 nan 98 4 4 \n", + "25112 26703 6 3 2 nan 98 3 3 \n", + "25242 26515 11 3 1 5.000 98 3 1 \n", + "25275 26348 4 3 2 nan 98 5 2 \n", + "25325 26703 13 3 2 nan 98 3 2 \n", + "25340 26309 1 2 2 nan 98 1 3 \n", + "25386 26770 11 1 2 nan 98 2 1 \n", + "25398 26687 10 2 1 1.000 98 3 1 \n", + "25526 26715 7 3 2 nan 98 1 4 \n", + "25530 26485 2 3 2 nan 98 2 1 \n", + "25577 26560 7 4 2 nan 98 5 4 \n", + "25667 26610 8 2 1 6.000 98 1 4 \n", + "25680 26687 1 1 2 nan 98 2 4 \n", + "25687 26444 1 3 2 nan 98 2 4 \n", + "25690 26703 6 3 2 nan 98 3 2 \n", + "25766 26381 7 3 2 nan 98 5 2 \n", + "25772 26502 7 3 2 nan 98 2 3 \n", + "25776 26580 3 3 2 nan 98 3 2 \n", + "25810 26715 6 4 2 nan 98 4 5 \n", + "25918 26339 2 2 2 nan 98 5 4 \n", + "26049 26309 1 4 2 nan 98 4 8 \n", + "26146 26715 7 4 1 3.000 98 4 4 \n", + "26275 26703 6 4 2 nan 98 3 2 \n", + "26315 26585 13 4 2 nan 98 2 4 \n", + "26329 26225 2 4 2 nan 98 4 98 \n", + "26430 26777 8 4 2 nan 98 3 4 \n", + "26470 26452 1 3 2 nan 98 1 4 \n", + "26471 26354 1 4 2 nan 98 2 1 \n", + "26475 26250 6 3 2 nan 98 1 4 \n", + "26545 26720 8 1 1 6.000 98 2 2 \n", + "26561 26706 5 3 2 nan 98 1 4 \n", + "26634 26560 1 3 2 nan 98 5 4 \n", + "26659 26414 3 3 2 nan 98 5 4 \n", + "26695 26453 1 3 2 nan 98 3 2 \n", + "26710 26250 13 2 1 2.000 98 2 4 \n", + "26747 26403 1 4 2 nan 98 4 3 \n", + "26873 26250 6 3 2 nan 98 3 3 \n", + "27069 26435 3 3 2 nan 98 5 4 \n", + "\n", + " Q798 \\\n", + "32 NaN \n", + "228 NaN \n", + "247 NaN \n", + "283 NaN \n", + "297 NaN \n", + "485 NaN \n", + "502 NaN \n", + "506 NaN \n", + "618 Dark \n", + "684 Very cold \n", + "699 Cold \n", + "712 NaN \n", + "713 NaN \n", + "736 Cold \n", + "760 NaN \n", + "776 Dark \n", + "791 NaN \n", + "802 NaN \n", + "897 NaN \n", + "904 NaN \n", + "968 NaN \n", + "969 NaN \n", + "1029 Cold \n", + "1099 NaN \n", + "1106 NaN \n", + "1271 NaN \n", + "1302 NaN \n", + "1360 NaN \n", + "1406 NaN \n", + "1523 NaN \n", + "1574 NaN \n", + "1603 NaN \n", + "1644 NaN \n", + "1692 NaN \n", + "1720 NaN \n", + "1767 NaN \n", + "1884 Dark and late \n", + "1897 NaN \n", + "1962 NaN \n", + "1981 Cold \n", + "1996 Dark & cold \n", + "2031 NaN \n", + "2168 NaN \n", + "2314 NaN \n", + "2344 NaN \n", + "2349 NaN \n", + "2363 NaN \n", + "2423 NaN \n", + "2432 NaN \n", + "2447 NaN \n", + "2448 NaN \n", + "2485 NaN \n", + "2489 NaN \n", + "2495 NaN \n", + "2606 NaN \n", + "2682 NaN \n", + "2687 NaN \n", + "2698 NaN \n", + "2822 NaN \n", + "2843 NaN \n", + "2847 NaN \n", + "2920 NaN \n", + "2929 NaN \n", + "2933 NaN \n", + "2982 NaN \n", + "2993 NaN \n", + "2999 NaN \n", + "3058 NaN \n", + "3100 NaN \n", + "3137 NaN \n", + "3164 NaN \n", + "3175 NaN \n", + "3187 NaN \n", + "3199 NaN \n", + "3293 NaN \n", + "3381 NaN \n", + "3506 NaN \n", + "3554 Cold and dark \n", + "3610 NaN \n", + "3638 NaN \n", + "3662 NaN \n", + "3681 NaN \n", + "3751 NaN \n", + "3786 NaN \n", + "3898 NaN \n", + "3932 NaN \n", + "3963 NaN \n", + "3997 NaN \n", + "4000 NaN \n", + "4020 NaN \n", + "4065 NaN \n", + "4162 NaN \n", + "4195 NaN \n", + "4332 Damp \n", + "4355 NaN \n", + "4393 NaN \n", + "4476 NaN \n", + "4489 NaN \n", + "4543 NaN \n", + "4562 NaN \n", + "4723 NaN \n", + "4862 NaN \n", + "4920 NaN \n", + "4966 NaN \n", + "4996 NaN \n", + "5069 NaN \n", + "5109 NaN \n", + "5162 NaN \n", + "5169 NaN \n", + "5266 NaN \n", + "5324 NaN \n", + "5351 NaN \n", + "5420 NaN \n", + "5464 NaN \n", + "5658 NaN \n", + "5688 NaN \n", + "5720 NaN \n", + "5753 NaN \n", + "5775 NaN \n", + "5832 NaN \n", + "5834 NaN \n", + "6061 NaN \n", + "6179 NaN \n", + "6302 NaN \n", + "6328 NaN \n", + "6357 NaN \n", + "6441 NaN \n", + "6517 NaN \n", + "6521 NaN \n", + "6536 NaN \n", + "6562 NaN \n", + "6710 NaN \n", + "6789 NaN \n", + "6831 NaN \n", + "6922 NaN \n", + "6966 NaN \n", + "6972 NaN \n", + "6978 NaN \n", + "6991 NaN \n", + "6994 NaN \n", + "7066 NaN \n", + "7124 NaN \n", + "7126 NaN \n", + "7257 NaN \n", + "7338 NaN \n", + "7353 NaN \n", + "7522 NaN \n", + "7554 NaN \n", + "7556 NaN \n", + "7616 NaN \n", + "7659 NaN \n", + "7661 NaN \n", + "7711 NaN \n", + "7761 NaN \n", + "7786 NaN \n", + "7855 NaN \n", + "7908 NaN \n", + "8008 NaN \n", + "8026 NaN \n", + "8043 NaN \n", + "8166 NaN \n", + "8193 NaN \n", + "8214 NaN \n", + "8371 NaN \n", + "8412 NaN \n", + "8421 NaN \n", + "8426 NaN \n", + "8519 NaN \n", + "8607 NaN \n", + "8737 NaN \n", + "8782 NaN \n", + "8842 NaN \n", + "8854 NaN \n", + "8957 NaN \n", + "8997 NaN \n", + "9212 NaN \n", + "9241 NaN \n", + "9266 NaN \n", + "9300 NaN \n", + "9358 NaN \n", + "9371 NaN \n", + "9404 NaN \n", + "9665 NaN \n", + "9672 NaN \n", + "10038 NaN \n", + "10150 cold \n", + "10244 NaN \n", + "10316 NaN \n", + "10342 NaN \n", + "10418 NaN \n", + "10432 NaN \n", + "10460 NaN \n", + "10526 NaN \n", + "10541 NaN \n", + "10587 NaN \n", + "10596 NaN \n", + "10631 NaN \n", + "10716 NaN \n", + "10721 NaN \n", + "10775 Cold \n", + "10861 NaN \n", + "10878 Dark & dry \n", + "10953 NaN \n", + "10977 NaN \n", + "11232 NaN \n", + "11374 NaN \n", + "11590 NaN \n", + "11670 NaN \n", + "11672 NaN \n", + "11676 Cold \n", + "11683 NaN \n", + "11695 NaN \n", + "11796 NaN \n", + "11816 NaN \n", + "12089 NaN \n", + "12146 NaN \n", + "12480 NaN \n", + "12483 NaN \n", + "12561 NaN \n", + "12615 NaN \n", + "12655 NaN \n", + "12717 NaN \n", + "12901 NaN \n", + "13016 NaN \n", + "13058 NaN \n", + "13068 NaN \n", + "13100 NaN \n", + "13135 NaN \n", + "13139 NaN \n", + "13164 NaN \n", + "13202 Night time \n", + "13368 NaN \n", + "13410 Clear night but cold \n", + "13474 Mild \n", + "13559 Nightime \n", + "13764 NaN \n", + "13914 NaN \n", + "13922 NaN \n", + "13983 NaN \n", + "14095 NaN \n", + "14153 NaN \n", + "14233 NaN \n", + "14289 NaN \n", + "14502 NaN \n", + "14512 NaN \n", + "14695 NaN \n", + "14701 NaN \n", + "14736 NaN \n", + "15014 NaN \n", + "15017 NaN \n", + "15031 NaN \n", + "15074 NaN \n", + "15101 NaN \n", + "15165 NaN \n", + "15170 NaN \n", + "15320 NaN \n", + "15345 Sunny and cold \n", + "15380 NaN \n", + "15399 NaN \n", + "15435 NaN \n", + "15449 NaN \n", + "15540 NaN \n", + "15633 NaN \n", + "15717 NaN \n", + "15725 NaN \n", + "15750 NaN \n", + "15757 NaN \n", + "15897 NaN \n", + "15923 NaN \n", + "16053 Cold \n", + "16290 No idea, I'm in a basement \n", + "16303 NaN \n", + "16315 NaN \n", + "16331 NaN \n", + "16494 NaN \n", + "16529 NaN \n", + "16577 NaN \n", + "16661 NaN \n", + "16681 NaN \n", + "16760 NaN \n", + "16780 NaN \n", + "16819 NaN \n", + "16867 NaN \n", + "16898 NaN \n", + "16908 NaN \n", + "16913 NaN \n", + "16919 NaN \n", + "16943 NaN \n", + "16956 NaN \n", + "17002 NaN \n", + "17014 NaN \n", + "17104 Dark, clear sky \n", + "17186 NaN \n", + "17192 Cold \n", + "17272 NaN \n", + "17325 NaN \n", + "17363 Dark but very clear sky \n", + "17413 NaN \n", + "17534 Nightime \n", + "17608 Cold and dark \n", + "17651 NaN \n", + "17655 Dark outside \n", + "17720 NaN \n", + "17827 NaN \n", + "17861 NaN \n", + "17877 NaN \n", + "17919 NaN \n", + "18013 NaN \n", + "18025 NaN \n", + "18068 NaN \n", + "18114 NaN \n", + "18202 NaN \n", + "18223 NaN \n", + "18251 NaN \n", + "18264 NaN \n", + "18280 NaN \n", + "18281 NaN \n", + "18308 NaN \n", + "18372 NaN \n", + "18409 Dark cold \n", + "18456 NaN \n", + "18536 NaN \n", + "18624 NaN \n", + "18657 NaN \n", + "18701 Dark and cloudy \n", + "18712 Nightime \n", + "18900 NaN \n", + "18972 NaN \n", + "19013 NaN \n", + "19146 NaN \n", + "19156 NaN \n", + "19226 NaN \n", + "19383 NaN \n", + "19393 NaN \n", + "19416 NaN \n", + "19417 NaN \n", + "19425 NaN \n", + "19472 NaN \n", + "19484 NaN \n", + "19536 NaN \n", + "19662 NaN \n", + "19678 NaN \n", + "19688 NaN \n", + "19730 NaN \n", + "19865 NaN \n", + "19955 Dark but clear sky. Very windy \n", + "20144 NaN \n", + "20194 NaN \n", + "20248 NaN \n", + "20408 NaN \n", + "20466 NaN \n", + "20506 NaN \n", + "20603 NaN \n", + "20628 NaN \n", + "20631 NaN \n", + "20649 NaN \n", + "20650 NaN \n", + "20652 NaN \n", + "20664 NaN \n", + "20687 NaN \n", + "20777 NaN \n", + "20789 NaN \n", + "20811 NaN \n", + "20899 NaN \n", + "20911 NaN \n", + "20913 NaN \n", + "20954 NaN \n", + "20993 NaN \n", + "21002 NaN \n", + "21033 Cold \n", + "21092 Dark and overcast \n", + "21201 Clear cold nightime \n", + "21321 NaN \n", + "21331 NaN \n", + "21371 NaN \n", + "21388 NaN \n", + "21632 NaN \n", + "21649 NaN \n", + "21679 NaN \n", + "21697 NaN \n", + "21792 NaN \n", + "21867 NaN \n", + "22138 NaN \n", + "22144 Night \n", + "22148 NaN \n", + "22260 NaN \n", + "22380 NaN \n", + "22523 Dark but clear sky \n", + "22741 NaN \n", + "22801 NaN \n", + "22830 NaN \n", + "22832 NaN \n", + "22878 NaN \n", + "22926 NaN \n", + "22927 NaN \n", + "23009 NaN \n", + "23021 Don't know as we're in the Tunnel! It was sunny when we left France \n", + "23059 NaN \n", + "23109 NaN \n", + "23174 NaN \n", + "23190 NaN \n", + "23220 NaN \n", + "23293 NaN \n", + "23410 NaN \n", + "23502 NaN \n", + "23618 NaN \n", + "23657 Dark and crisp \n", + "23681 NaN \n", + "23794 NaN \n", + "23987 NaN \n", + "23991 NaN \n", + "24056 NaN \n", + "24130 NaN \n", + "24147 NaN \n", + "24278 NaN \n", + "24298 NaN \n", + "24325 NaN \n", + "24446 NaN \n", + "24549 NaN \n", + "24684 NaN \n", + "24716 NaN \n", + "24814 NaN \n", + "24819 NaN \n", + "24862 NaN \n", + "24886 NaN \n", + "25088 NaN \n", + "25112 NaN \n", + "25242 NaN \n", + "25275 NaN \n", + "25325 NaN \n", + "25340 NaN \n", + "25386 NaN \n", + "25398 NaN \n", + "25526 NaN \n", + "25530 NaN \n", + "25577 NaN \n", + "25667 NaN \n", + "25680 NaN \n", + "25687 NaN \n", + "25690 NaN \n", + "25766 NaN \n", + "25772 NaN \n", + "25776 NaN \n", + "25810 NaN \n", + "25918 NaN \n", + "26049 NaN \n", + "26146 NaN \n", + "26275 NaN \n", + "26315 NaN \n", + "26329 Ice sub zero \n", + "26430 NaN \n", + "26470 NaN \n", + "26471 NaN \n", + "26475 NaN \n", + "26545 NaN \n", + "26561 NaN \n", + "26634 NaN \n", + "26659 NaN \n", + "26695 NaN \n", + "26710 NaN \n", + "26747 NaN \n", + "26873 NaN \n", + "27069 NaN \n", + "\n", + " Q598 \\\n", + "32 Away from home in a hotel \n", + "228 Working from home \n", + "247 Holiday \n", + "283 Aldi food shopping \n", + "297 Setting of to pick some one up from the airport \n", + "485 Working from home \n", + "502 Holiday \n", + "506 Town centre shopping \n", + "618 On my way home after 3 days away from home on a training course \n", + "684 Christmas shopping \n", + "699 In work van on way home \n", + "712 Meeting \n", + "713 Swimming with the kids \n", + "736 Shopping \n", + "760 On a bus heading to a wine tasting \n", + "776 In car \n", + "791 On way to quiz \n", + "802 Holiday \n", + "897 Shopping \n", + "904 Driving/with friends \n", + "968 Holiday \n", + "969 Picking daughter up from cadets \n", + "1029 Cold \n", + "1099 On way home from quiz \n", + "1106 At a show \n", + "1271 Fishing \n", + "1302 Breakfast club with kids \n", + "1360 Shopping \n", + "1406 Working from home \n", + "1523 On a train \n", + "1574 On lunch break \n", + "1603 Working from home \n", + "1644 Fishing \n", + "1692 Public transport \n", + "1720 Stripping wall in house \n", + "1767 Out of town \n", + "1884 Out \n", + "1897 Gym \n", + "1962 Heading home \n", + "1981 Waiting hour and 20mins for a bus \n", + "1996 In the garden \n", + "2031 Walking the dog \n", + "2168 Musical \n", + "2314 Holiday shallot \n", + "2344 Theatre \n", + "2349 Band, pub. \n", + "2363 Tattoo shop \n", + "2423 Trip to dentist, then busy jobbing about till 12am \n", + "2432 In Madrid \n", + "2447 Boat to France \n", + "2448 Coffee at a market \n", + "2485 Rental flat for the weekend \n", + "2489 Butlins \n", + "2495 Going football \n", + "2606 Holiday shallot \n", + "2682 In France \n", + "2687 Cinema \n", + "2698 Madrid \n", + "2822 Garage \n", + "2843 Party \n", + "2847 Spa day with my wife \n", + "2920 London stadium \n", + "2929 Christmas fayre \n", + "2933 Restaurant \n", + "2982 Butlins minehead \n", + "2993 Football \n", + "2999 Madrid \n", + "3058 Holiday shallot \n", + "3100 Train \n", + "3137 Shopping \n", + "3164 Football match \n", + "3175 Friends car \n", + "3187 Butlins skegness \n", + "3199 France \n", + "3293 Supermarket \n", + "3381 Family function \n", + "3506 Driving back from France \n", + "3554 Community room \n", + "3610 In Madrid \n", + "3638 Hotel \n", + "3662 Holiday shallot \n", + "3681 Gym \n", + "3751 Butlins \n", + "3786 On holiday \n", + "3898 Gym \n", + "3932 Madrid airport \n", + "3963 Shopping centre \n", + "3997 Shopping \n", + "4000 Daughters majorettes competition \n", + "4020 Football ground \n", + "4065 at food festival \n", + "4162 Garage \n", + "4195 Shopping at ikea \n", + "4332 SUFC v MUFC \n", + "4355 On my way home from a family day out \n", + "4393 Gym \n", + "4476 At my daughters dance show. \n", + "4489 On holiday \n", + "4543 On holiday \n", + "4562 Barmitzvah \n", + "4723 Butlins minehead watching the darts \n", + "4862 Gym \n", + "4920 Gym \n", + "4966 School run \n", + "4996 On holiday \n", + "5069 Butlins minehead \n", + "5109 Working from home \n", + "5162 At Hospital with wife \n", + "5169 At the doctors \n", + "5266 Shopping \n", + "5324 Parked in car park waiting for wife \n", + "5351 In the car awaiting birth of grandchild \n", + "5420 Working from home \n", + "5464 Shopping \n", + "5658 Shopping \n", + "5688 Hospital \n", + "5720 In the car. Being driven by my wife to a training session \n", + "5753 Hospital with mum \n", + "5775 On holiday \n", + "5832 Hospital \n", + "5834 I care coming back from election training session \n", + "6061 Carpark in car \n", + "6179 School run \n", + "6302 Dentist \n", + "6328 Doctors \n", + "6357 On Holiday \n", + "6441 Working from home \n", + "6517 Working from home \n", + "6521 At new house painting \n", + "6536 Bobbing about n stuff \n", + "6562 University \n", + "6710 In the car \n", + "6789 Onholiday \n", + "6831 Cinema \n", + "6922 Maternaty ward \n", + "6966 Gym \n", + "6972 My car \n", + "6978 Working from home \n", + "6991 Gym \n", + "6994 Gym \n", + "7066 On holiday \n", + "7124 Shopping \n", + "7126 On holiday \n", + "7257 Hospital \n", + "7338 Park \n", + "7353 Football Training \n", + "7522 Training course \n", + "7554 School run anxious due to i think i look drunk.but everybody says i dont. \n", + "7556 On holiday \n", + "7616 Gym \n", + "7659 At new place painting \n", + "7661 Working from home \n", + "7711 Heading to see customers \n", + "7761 On my way to lunch with friends \n", + "7786 Gym \n", + "7855 Training centre \n", + "7908 Car Garage \n", + "8008 Hospital \n", + "8026 Working from home \n", + "8043 Hospital \n", + "8166 Driving \n", + "8193 Leaving gym \n", + "8214 Training centre \n", + "8371 On holiday \n", + "8412 On train home from lunch with friends \n", + "8421 Squash \n", + "8426 On holiday \n", + "8519 Football ground \n", + "8607 Hotel \n", + "8737 Dubai \n", + "8782 School run with for kids ,with bad back \n", + "8842 On way to pick someone up at airport \n", + "8854 Training centre \n", + "8957 University \n", + "8997 Working from home \n", + "9212 Training centre \n", + "9241 A wake \n", + "9266 Shopping \n", + "9300 Hospital \n", + "9358 Hospital appointment \n", + "9371 In the car \n", + "9404 School run with severe back spasms. \n", + "9665 On Holiday \n", + "9672 Working from home \n", + "10038 School run \n", + "10150 taking kids to school \n", + "10244 Working from home \n", + "10316 At school where I am a governor \n", + "10342 On holiday \n", + "10418 Shopping \n", + "10432 My old place of work. \n", + "10460 Xmas shopping \n", + "10526 Shopping \n", + "10541 Working from home \n", + "10587 Shopping \n", + "10596 Garage \n", + "10631 Bobbing about shopping n stuff \n", + "10716 shopping \n", + "10721 On holiday \n", + "10775 Travelling home \n", + "10861 Gym \n", + "10878 At home & bobing about \n", + "10953 Funeral of brother in law \n", + "10977 In bef heavy medicated pain is getting more unbarble .trying to get doctor appointment is middle od DEC. Psin dont wait. ... \n", + "11232 On holiday \n", + "11374 Shopping \n", + "11590 Moving house \n", + "11670 Stuck in traffic for an hour \n", + "11672 Bobbing about \n", + "11676 Shopping \n", + "11683 Child's swimming class \n", + "11695 Church fair with my two kids . \n", + "11796 School \n", + "11816 Heading to pick up sons new bike \n", + "12089 Xmas light switch on \n", + "12146 At the Spurs ground watch them beat Bournemouth 3-2 \n", + "12480 Restaurant \n", + "12483 In alot of pain and also feeling drowsey due t diazepam and morphine patch. \n", + "12561 In a hotel room \n", + "12615 Airport \n", + "12655 Weekend away \n", + "12717 Air bnb house boat \n", + "12901 Garage training \n", + "13016 Theme park \n", + "13058 Supermarket \n", + "13068 Church \n", + "13100 Shopping Centre \n", + "13135 At a social club \n", + "13139 Shopping \n", + "13164 Holiday \n", + "13202 Been in bed asleep all day due to the heavy meds.now got family comming around tonighit and im worrrid that i look like a druggie.causingnothing but stress.my wife days stsy up stairs i day i eant to support you.cant win \n", + "13368 Fishing \n", + "13410 On way home from work \n", + "13474 Holiday \n", + "13559 In bed with severe back spasms alot of pain \n", + "13764 In a pub quiz \n", + "13914 Holiday \n", + "13922 Citizens advice get help.filling forms in due to my anxiety and dislexya. \n", + "13983 Gym \n", + "14095 Flying to Frankfurt \n", + "14153 Holiday \n", + "14233 Church Breakfast Club putting up Xmas decorations \n", + "14289 Working from home \n", + "14502 On way home from work \n", + "14512 In car travelling to a short break \n", + "14695 Driving \n", + "14701 Working from home \n", + "14736 Holiday \n", + "15014 In consent back pain now i have had enough tired angry grumpy \n", + "15017 Holiday \n", + "15031 Martial Arts Dojo \n", + "15074 Frankfurt \n", + "15101 School run \n", + "15165 In hospital with my pregnant fiancé. On the labour ward \n", + "15170 Mid week break with family \n", + "15320 Working from home \n", + "15345 Sunny and vokd \n", + "15380 London Hospital \n", + "15399 City break frankfurt \n", + "15435 In hospital with fiancé on delivery suite \n", + "15449 Holiday with family \n", + "15540 Gym \n", + "15633 Gym \n", + "15717 school pick up.anxiety high \n", + "15725 Frankfurt break \n", + "15750 Shopping \n", + "15757 Garage \n", + "15897 In hospital, fiancé in labour \n", + "15923 Working from home \n", + "16053 Holiday \n", + "16290 Christmas party \n", + "16303 Frankfurt \n", + "16315 Football Training \n", + "16331 In hospital \n", + "16494 Conference in frankfurt \n", + "16529 Holiday \n", + "16577 Working from home \n", + "16661 At hospital appointment \n", + "16681 On an aeroplane, just landed in Prague \n", + "16760 Football \n", + "16780 Shopping & bobbing about \n", + "16819 Hospital visiting fiancé and baby \n", + "16867 Holiday with family \n", + "16898 Working from home \n", + "16908 London hospital \n", + "16913 Care centre \n", + "16919 Conference \n", + "16943 In the car (I'm not driving!) On the way to France for a long weekend \n", + "16956 Dentist \n", + "17002 Hospital appointment with the wife \n", + "17014 Hotel room \n", + "17104 At our seaside apartment in northern France \n", + "17186 Holiday with family \n", + "17192 Gym \n", + "17272 Working from home \n", + "17325 Family holiday \n", + "17363 In our apartment in northern France after a wonderful meal - and a nice glass of wine, or two! \n", + "17413 Hotel room \n", + "17534 At home in bed with diazepam for my back spasms feeling drowsey \n", + "17608 Football match \n", + "17651 Family holiday \n", + "17655 School run singing xmas songs \n", + "17720 Hotel room \n", + "17827 In our apartment in northern France \n", + "17861 Gym \n", + "17877 Working from home \n", + "17919 shopping \n", + "18013 Holiday \n", + "18025 In France in the car returning from shopping \n", + "18068 Gym \n", + "18114 Working from home \n", + "18202 shopping \n", + "18223 School navitity \n", + "18251 Taking Pukki the dog for a 30 minute walk. \n", + "18264 Family holiday \n", + "18280 On holidays \n", + "18281 In our apartment in northern France \n", + "18308 Holiday \n", + "18372 Family holiday \n", + "18409 Doctors \n", + "18456 Hotel room \n", + "18536 Hotel stay \n", + "18624 Swimming \n", + "18657 Family holiday \n", + "18701 In our apartment in northern France after a lovely dinner and nice wine! \n", + "18712 In bed feeling drowsy on very high meds of morphine diazepam. Thats why i sleep alot. \n", + "18900 Holiday \n", + "18972 In our apartment in northern France \n", + "19013 Family holiday \n", + "19146 Hotel room \n", + "19156 Working from home \n", + "19226 On meds of diazepam for my back spasms and morphine for my pain, 🙂 \n", + "19383 Working from home \n", + "19393 Hospital \n", + "19416 Shopping \n", + "19417 Garage \n", + "19425 In France in the car coming back from shopping\\nto our apartment \n", + "19472 Family holiday \n", + "19484 Horse yard \n", + "19536 In our apartment in northern France hiding from the weather! \n", + "19662 Hotel room \n", + "19678 Barbers \n", + "19688 Working from home \n", + "19730 Out and about, calling at Chemist for a prescription. \n", + "19865 Disneyland \n", + "19955 In our apartment in northern France after a lovely dinner and a nice bottle of wine \n", + "20144 Relaxed due to high meds for my back \n", + "20194 Hotel room \n", + "20248 In our apartment in northern France \n", + "20408 Gym \n", + "20466 In our apartment in northern France waiting to go to a wine fair! \n", + "20506 Shopping \n", + "20603 Barbers \n", + "20628 Shops \n", + "20631 shopping \n", + "20649 At College \n", + "20650 Shopping in Glasgow \n", + "20652 Shopping \n", + "20664 Santa day trip \n", + "20687 Hospital \n", + "20777 Taxi \n", + "20789 Football Match \n", + "20811 At a wine tasting in Montreuil sur Mer, France \n", + "20899 Hospital after surgery \n", + "20911 Shops \n", + "20913 Football Stadium \n", + "20954 Hospital \n", + "20993 Pub \n", + "21002 Kids birthday party \n", + "21033 Christmas shopping \n", + "21092 In our apartment in northern France \n", + "21201 Staying in a hotel for the weekend on my back meds of diazepam which is relax me and put me.in calming mood. \n", + "21321 On public transport \n", + "21331 Birthday party \n", + "21371 In our apartment in northern France \n", + "21388 Anxious due to going home and its neen nice to spend time as a family wothout life struggle . \n", + "21632 Hospital after surgery \n", + "21649 On holiday \n", + "21679 Shoppng \n", + "21697 Shopping center \n", + "21792 In our apartment in northern France \n", + "21867 About to go swimming \n", + "22138 In our apartment in northern France \n", + "22144 Travelling home \n", + "22148 Hospital \n", + "22260 Hospital \n", + "22380 In bed drowsey with med diazepam fit back spasms \n", + "22523 In our apartment in northern France \n", + "22741 Hospital \n", + "22801 Hotel room \n", + "22830 Town centre \n", + "22832 In our apartment in northern France \n", + "22878 Feeling very tired sick had diarrea and feeling light headed \n", + "22926 School nativity play \n", + "22927 Santa's gaff \n", + "23009 Conference \n", + "23021 On Le Shuttle returning from France \n", + "23059 Tattoo studio \n", + "23109 At home laying down back spasms hurting and now starting to feel dizy. \n", + "23174 Shopping \n", + "23190 Holiday \n", + "23220 Hospital \n", + "23293 Holiday \n", + "23410 Tattoo studio \n", + "23502 Calm due to med of diazepam \n", + "23618 Holiday \n", + "23657 Shopping \n", + "23681 Laying in bed with a bug as well as back spasms joy feelimg low now so tired. \n", + "23794 Gym \n", + "23987 School run \n", + "23991 Taking a slow walk home from schoool run diazepam kickrd in \n", + "24056 Porsche driving experience \n", + "24130 Hospital \n", + "24147 Holiday \n", + "24278 Shopping \n", + "24298 Dentist \n", + "24325 Porsche driving experience. \n", + "24446 Holiday \n", + "24549 Just got back from school run feel dizzy. Back hurting \n", + "24684 Holiday \n", + "24716 Gym \n", + "24814 Gym \n", + "24819 Coaching football with 10 players. \n", + "24862 In bed chilled out diazepam making me drowsy. Back spasms setting down. \n", + "24886 In bed \n", + "25088 At Jujitsu. Last night in the Dojo we've used for the past 30 years \n", + "25112 Holiday \n", + "25242 Waiting for an exam \n", + "25275 School play \n", + "25325 Holiday \n", + "25340 Fishing \n", + "25386 Shopping \n", + "25398 Hospital \n", + "25526 Watching tv laying on couch. Diazepam is working \n", + "25530 In the car \n", + "25577 Gym \n", + "25667 Shopping \n", + "25680 Working from home \n", + "25687 Child's nursery Christmas production \n", + "25690 Holiday \n", + "25766 At a football match \n", + "25772 Passenger comming home from work \n", + "25776 Gym \n", + "25810 On sofa relaxing.medicine diazepam for my back spasms is making?me relaxed \n", + "25918 School play \n", + "26049 Fishing meeting \n", + "26146 In bed falling on off sleep due to.diazepam. back pain stating to flag up. \n", + "26275 Holiday \n", + "26315 Hospital \n", + "26329 Polling station \n", + "26430 Hospital with dad \n", + "26470 Hairdressers \n", + "26471 holiday (tenerife) \n", + "26475 Working from home \n", + "26545 Shopping \n", + "26561 Running errands \n", + "26634 Gym \n", + "26659 School nativity \n", + "26695 Gym \n", + "26710 Working from home \n", + "26747 Xmas event \n", + "26873 Working from home \n", + "27069 Footy \n", + "\n", + " OperationTimestamp Cell Day Month TimeBin \n", + "32 21/11/2019 07:24 2 21 11 1 \n", + "228 21/11/2019 10:21 2 21 11 1 \n", + "247 21/11/2019 10:54 1 21 11 1 \n", + "283 21/11/2019 12:08 2 21 11 2 \n", + "297 21/11/2019 12:13 4 21 11 2 \n", + "485 21/11/2019 14:02 2 21 11 2 \n", + "502 21/11/2019 14:20 1 21 11 2 \n", + "506 21/11/2019 14:22 2 21 11 2 \n", + "618 21/11/2019 16:40 2 21 11 3 \n", + "684 21/11/2019 17:06 1 21 11 3 \n", + "699 21/11/2019 17:09 2 21 11 3 \n", + "712 21/11/2019 17:17 4 21 11 3 \n", + "713 21/11/2019 17:17 2 21 11 3 \n", + "736 21/11/2019 17:30 3 21 11 3 \n", + "760 21/11/2019 17:42 2 21 11 3 \n", + "776 21/11/2019 17:58 2 21 11 3 \n", + "791 21/11/2019 18:30 2 21 11 3 \n", + "802 21/11/2019 18:53 1 21 11 3 \n", + "897 21/11/2019 20:23 3 21 11 4 \n", + "904 21/11/2019 20:25 2 21 11 4 \n", + "968 21/11/2019 20:56 1 21 11 4 \n", + "969 21/11/2019 20:57 2 21 11 4 \n", + "1029 21/11/2019 21:06 3 21 11 4 \n", + "1099 21/11/2019 22:02 2 21 11 4 \n", + "1106 21/11/2019 22:11 2 21 11 4 \n", + "1271 22/11/2019 08:13 3 22 11 1 \n", + "1302 22/11/2019 08:37 1 22 11 1 \n", + "1360 22/11/2019 09:06 3 22 11 1 \n", + "1406 22/11/2019 09:38 2 22 11 1 \n", + "1523 22/11/2019 12:32 1 22 11 2 \n", + "1574 22/11/2019 13:01 3 22 11 2 \n", + "1603 22/11/2019 13:04 2 22 11 2 \n", + "1644 22/11/2019 13:12 3 22 11 2 \n", + "1692 22/11/2019 13:40 1 22 11 2 \n", + "1720 22/11/2019 14:03 1 22 11 2 \n", + "1767 22/11/2019 16:05 1 22 11 3 \n", + "1884 22/11/2019 17:01 4 22 11 3 \n", + "1897 22/11/2019 17:03 2 22 11 3 \n", + "1962 22/11/2019 17:19 1 22 11 3 \n", + "1981 22/11/2019 17:35 4 22 11 3 \n", + "1996 22/11/2019 17:43 4 22 11 3 \n", + "2031 22/11/2019 18:21 2 22 11 3 \n", + "2168 22/11/2019 20:34 3 22 11 4 \n", + "2314 22/11/2019 21:37 3 22 11 4 \n", + "2344 22/11/2019 22:00 2 22 11 4 \n", + "2349 22/11/2019 22:11 2 22 11 4 \n", + "2363 22/11/2019 22:40 3 22 11 4 \n", + "2423 23/11/2019 07:54 2 23 11 1 \n", + "2432 23/11/2019 08:00 3 23 11 1 \n", + "2447 23/11/2019 08:11 2 23 11 1 \n", + "2448 23/11/2019 08:11 3 23 11 1 \n", + "2485 23/11/2019 08:35 3 23 11 1 \n", + "2489 23/11/2019 08:38 3 23 11 1 \n", + "2495 23/11/2019 08:41 3 23 11 1 \n", + "2606 23/11/2019 09:34 3 23 11 1 \n", + "2682 23/11/2019 12:00 2 23 11 2 \n", + "2687 23/11/2019 12:01 4 23 11 2 \n", + "2698 23/11/2019 12:02 3 23 11 2 \n", + "2822 23/11/2019 13:02 3 23 11 2 \n", + "2843 23/11/2019 13:05 1 23 11 2 \n", + "2847 23/11/2019 13:05 3 23 11 2 \n", + "2920 23/11/2019 13:44 3 23 11 2 \n", + "2929 23/11/2019 14:01 4 23 11 2 \n", + "2933 23/11/2019 14:02 3 23 11 2 \n", + "2982 23/11/2019 16:01 3 23 11 3 \n", + "2993 23/11/2019 16:05 1 23 11 3 \n", + "2999 23/11/2019 16:09 3 23 11 3 \n", + "3058 23/11/2019 16:41 3 23 11 3 \n", + "3100 23/11/2019 17:01 2 23 11 3 \n", + "3137 23/11/2019 17:05 3 23 11 3 \n", + "3164 23/11/2019 17:12 3 23 11 3 \n", + "3175 23/11/2019 17:16 4 23 11 3 \n", + "3187 23/11/2019 17:21 3 23 11 3 \n", + "3199 23/11/2019 17:25 2 23 11 3 \n", + "3293 23/11/2019 18:54 3 23 11 3 \n", + "3381 23/11/2019 20:23 3 23 11 4 \n", + "3506 23/11/2019 21:09 2 23 11 4 \n", + "3554 23/11/2019 21:48 2 23 11 4 \n", + "3610 24/11/2019 07:17 3 24 11 1 \n", + "3638 24/11/2019 07:46 2 24 11 1 \n", + "3662 24/11/2019 08:08 3 24 11 1 \n", + "3681 24/11/2019 08:26 3 24 11 1 \n", + "3751 24/11/2019 09:04 3 24 11 1 \n", + "3786 24/11/2019 09:13 1 24 11 1 \n", + "3898 24/11/2019 10:29 2 24 11 1 \n", + "3932 24/11/2019 12:01 3 24 11 2 \n", + "3963 24/11/2019 12:20 4 24 11 2 \n", + "3997 24/11/2019 12:38 3 24 11 2 \n", + "4000 24/11/2019 12:41 4 24 11 2 \n", + "4020 24/11/2019 12:52 2 24 11 2 \n", + "4065 24/11/2019 13:03 2 24 11 2 \n", + "4162 24/11/2019 13:53 3 24 11 2 \n", + "4195 24/11/2019 14:24 1 24 11 2 \n", + "4332 24/11/2019 17:01 1 24 11 3 \n", + "4355 24/11/2019 17:03 3 24 11 3 \n", + "4393 24/11/2019 17:07 2 24 11 3 \n", + "4476 24/11/2019 17:44 4 24 11 3 \n", + "4489 24/11/2019 17:56 1 24 11 3 \n", + "4543 24/11/2019 20:02 1 24 11 4 \n", + "4562 24/11/2019 20:07 3 24 11 4 \n", + "4723 24/11/2019 21:02 3 24 11 4 \n", + "4862 25/11/2019 07:02 1 25 11 1 \n", + "4920 25/11/2019 07:34 2 25 11 1 \n", + "4966 25/11/2019 08:02 2 25 11 1 \n", + "4996 25/11/2019 08:16 1 25 11 1 \n", + "5069 25/11/2019 09:02 3 25 11 1 \n", + "5109 25/11/2019 09:15 2 25 11 1 \n", + "5162 25/11/2019 10:04 2 25 11 1 \n", + "5169 25/11/2019 10:12 3 25 11 1 \n", + "5266 25/11/2019 12:36 2 25 11 2 \n", + "5324 25/11/2019 13:02 4 25 11 2 \n", + "5351 25/11/2019 13:05 2 25 11 2 \n", + "5420 25/11/2019 13:23 2 25 11 2 \n", + "5464 25/11/2019 13:58 2 25 11 2 \n", + "5658 25/11/2019 17:03 3 25 11 3 \n", + "5688 25/11/2019 17:06 4 25 11 3 \n", + "5720 25/11/2019 17:15 2 25 11 3 \n", + "5753 25/11/2019 17:31 3 25 11 3 \n", + "5775 25/11/2019 17:47 1 25 11 3 \n", + "5832 25/11/2019 20:02 4 25 11 4 \n", + "5834 25/11/2019 20:03 2 25 11 4 \n", + "6061 25/11/2019 21:14 2 25 11 4 \n", + "6179 26/11/2019 07:14 2 26 11 1 \n", + "6302 26/11/2019 08:31 3 26 11 1 \n", + "6328 26/11/2019 08:55 3 26 11 1 \n", + "6357 26/11/2019 09:02 1 26 11 1 \n", + "6441 26/11/2019 09:52 2 26 11 1 \n", + "6517 26/11/2019 12:13 2 26 11 2 \n", + "6521 26/11/2019 12:15 1 26 11 2 \n", + "6536 26/11/2019 12:23 4 26 11 2 \n", + "6562 26/11/2019 12:36 3 26 11 2 \n", + "6710 26/11/2019 13:28 2 26 11 2 \n", + "6789 26/11/2019 14:36 1 26 11 2 \n", + "6831 26/11/2019 16:12 2 26 11 3 \n", + "6922 26/11/2019 17:03 2 26 11 3 \n", + "6966 26/11/2019 17:10 2 26 11 3 \n", + "6972 26/11/2019 17:11 1 26 11 3 \n", + "6978 26/11/2019 17:13 2 26 11 3 \n", + "6991 26/11/2019 17:15 3 26 11 3 \n", + "6994 26/11/2019 17:16 2 26 11 3 \n", + "7066 26/11/2019 17:57 1 26 11 3 \n", + "7124 26/11/2019 20:01 3 26 11 4 \n", + "7126 26/11/2019 20:02 1 26 11 4 \n", + "7257 26/11/2019 20:52 4 26 11 4 \n", + "7338 26/11/2019 21:06 2 26 11 4 \n", + "7353 26/11/2019 21:09 3 26 11 4 \n", + "7522 27/11/2019 07:56 2 27 11 1 \n", + "7554 27/11/2019 08:19 2 27 11 1 \n", + "7556 27/11/2019 08:22 1 27 11 1 \n", + "7616 27/11/2019 09:01 2 27 11 1 \n", + "7659 27/11/2019 09:08 1 27 11 1 \n", + "7661 27/11/2019 09:10 2 27 11 1 \n", + "7711 27/11/2019 09:36 2 27 11 1 \n", + "7761 27/11/2019 10:15 2 27 11 1 \n", + "7786 27/11/2019 10:58 2 27 11 1 \n", + "7855 27/11/2019 12:37 2 27 11 2 \n", + "7908 27/11/2019 13:01 3 27 11 2 \n", + "8008 27/11/2019 13:30 4 27 11 2 \n", + "8026 27/11/2019 13:40 2 27 11 2 \n", + "8043 27/11/2019 13:57 2 27 11 2 \n", + "8166 27/11/2019 16:35 2 27 11 3 \n", + "8193 27/11/2019 16:54 2 27 11 3 \n", + "8214 27/11/2019 17:01 2 27 11 3 \n", + "8371 27/11/2019 18:02 1 27 11 3 \n", + "8412 27/11/2019 19:01 2 27 11 3 \n", + "8421 27/11/2019 20:01 3 27 11 4 \n", + "8426 27/11/2019 20:02 1 27 11 4 \n", + "8519 27/11/2019 20:36 2 27 11 4 \n", + "8607 27/11/2019 21:06 2 27 11 4 \n", + "8737 28/11/2019 06:41 4 28 11 1 \n", + "8782 28/11/2019 07:30 2 28 11 1 \n", + "8842 28/11/2019 08:18 2 28 11 1 \n", + "8854 28/11/2019 08:29 2 28 11 1 \n", + "8957 28/11/2019 09:15 3 28 11 1 \n", + "8997 28/11/2019 09:33 2 28 11 1 \n", + "9212 28/11/2019 13:03 2 28 11 2 \n", + "9241 28/11/2019 13:09 3 28 11 2 \n", + "9266 28/11/2019 13:16 3 28 11 2 \n", + "9300 28/11/2019 13:39 4 28 11 2 \n", + "9358 28/11/2019 14:19 2 28 11 2 \n", + "9371 28/11/2019 14:32 2 28 11 2 \n", + "9404 28/11/2019 16:10 2 28 11 3 \n", + "9665 28/11/2019 18:12 1 28 11 3 \n", + "9672 28/11/2019 18:18 2 28 11 3 \n", + "10038 29/11/2019 07:21 2 29 11 1 \n", + "10150 29/11/2019 08:51 2 29 11 1 \n", + "10244 29/11/2019 09:21 2 29 11 1 \n", + "10316 29/11/2019 10:16 2 29 11 1 \n", + "10342 29/11/2019 12:03 1 29 11 2 \n", + "10418 29/11/2019 12:43 2 29 11 2 \n", + "10432 29/11/2019 12:53 4 29 11 2 \n", + "10460 29/11/2019 13:02 3 29 11 2 \n", + "10526 29/11/2019 13:12 3 29 11 2 \n", + "10541 29/11/2019 13:19 2 29 11 2 \n", + "10587 29/11/2019 13:41 4 29 11 2 \n", + "10596 29/11/2019 13:51 3 29 11 2 \n", + "10631 29/11/2019 14:27 4 29 11 2 \n", + "10716 29/11/2019 16:32 2 29 11 3 \n", + "10721 29/11/2019 16:34 1 29 11 3 \n", + "10775 29/11/2019 17:01 1 29 11 3 \n", + "10861 29/11/2019 17:22 2 29 11 3 \n", + "10878 29/11/2019 17:30 4 29 11 3 \n", + "10953 29/11/2019 18:53 3 29 11 3 \n", + "10977 29/11/2019 20:03 2 29 11 4 \n", + "11232 29/11/2019 21:53 1 29 11 4 \n", + "11374 30/11/2019 08:45 2 30 11 1 \n", + "11590 30/11/2019 10:33 1 30 11 1 \n", + "11670 30/11/2019 12:32 1 30 11 2 \n", + "11672 30/11/2019 12:33 4 30 11 2 \n", + "11676 30/11/2019 12:35 2 30 11 2 \n", + "11683 30/11/2019 12:36 2 30 11 2 \n", + "11695 30/11/2019 12:42 4 30 11 2 \n", + "11796 30/11/2019 13:08 2 30 11 2 \n", + "11816 30/11/2019 13:16 2 30 11 2 \n", + "12089 30/11/2019 17:11 1 30 11 3 \n", + "12146 30/11/2019 17:36 2 30 11 3 \n", + "12480 30/11/2019 21:34 3 30 11 4 \n", + "12483 30/11/2019 21:37 2 30 11 4 \n", + "12561 01/12/2019 07:32 3 1 12 1 \n", + "12615 01/12/2019 08:30 1 1 12 1 \n", + "12655 01/12/2019 09:02 3 1 12 1 \n", + "12717 01/12/2019 09:21 2 1 12 1 \n", + "12901 01/12/2019 12:31 3 1 12 2 \n", + "13016 01/12/2019 13:11 2 1 12 2 \n", + "13058 01/12/2019 13:30 4 1 12 2 \n", + "13068 01/12/2019 13:35 3 1 12 2 \n", + "13100 01/12/2019 14:00 3 1 12 2 \n", + "13135 01/12/2019 14:48 1 1 12 2 \n", + "13139 01/12/2019 14:52 2 1 12 2 \n", + "13164 01/12/2019 16:10 1 1 12 3 \n", + "13202 01/12/2019 16:31 2 1 12 3 \n", + "13368 01/12/2019 17:31 4 1 12 3 \n", + "13410 01/12/2019 18:02 4 1 12 3 \n", + "13474 01/12/2019 20:05 1 1 12 4 \n", + "13559 01/12/2019 20:42 2 1 12 4 \n", + "13764 01/12/2019 22:48 2 1 12 4 \n", + "13914 02/12/2019 08:42 1 2 12 1 \n", + "13922 02/12/2019 08:49 2 2 12 1 \n", + "13983 02/12/2019 09:11 2 2 12 1 \n", + "14095 02/12/2019 10:45 2 2 12 1 \n", + "14153 02/12/2019 12:34 1 2 12 2 \n", + "14233 02/12/2019 13:03 3 2 12 2 \n", + "14289 02/12/2019 13:11 2 2 12 2 \n", + "14502 02/12/2019 16:47 4 2 12 3 \n", + "14512 02/12/2019 16:52 3 2 12 3 \n", + "14695 02/12/2019 18:03 1 2 12 3 \n", + "14701 02/12/2019 18:09 2 2 12 3 \n", + "14736 02/12/2019 19:34 1 2 12 4 \n", + "15014 02/12/2019 21:48 2 2 12 4 \n", + "15017 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10622265601342nan5598Bright but coldNaN29/11/2019 14:17229112
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1077526551122nan98198ColdTravelling home29/11/2019 17:01129113
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1084926485232nan1298Beautiful clear night sky, but cold. Surprised that you don't have a night option as two questionnaires will be filled in after dark.NaN29/11/2019 17:17229113
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1130026680132nan3298FrostyNaN30/11/2019 07:39330111
11310262259215.0001298-2 IceyNaN30/11/2019 07:46130111
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11420265478311.0001298FrostyNaN30/11/2019 09:01330111
1142326564732nan1398FrostyNaN30/11/2019 09:02130111
1145026415632nan1298FrostyNaN30/11/2019 09:05230111
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1153926609512nan1398FrostyNaN30/11/2019 09:57130111
1154626399132nan1398FrostyNaN30/11/2019 10:00430111
1156526589722nan1298FrostyNaN30/11/2019 10:14430111
1158626540132nan1398FrostyNaN30/11/2019 10:31130111
1159426512532nan1298Very coldNaN30/11/2019 10:36130111
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1160726500622nan1298FrostyNaN30/11/2019 10:54330111
1164326329712nan1198ColdNaN30/11/2019 12:14130112
1167626421132nan98398ColdShopping30/11/2019 12:35230112
1168626403542nan5298very coldNaN30/11/2019 12:39230112
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11703267378417.0001398Freezing cold the paths and roads are still white back is still hurting.NaN30/11/2019 12:45230112
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1178926713132nan6498ColdNaN30/11/2019 13:07430112
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1181926694132nan2298Frosty coldNaN30/11/2019 13:17430112
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1191926403732nan1298very coldNaN30/11/2019 16:01230113
11961263561332nan1298ColdNaN30/11/2019 16:22130113
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1198026226112nan1298Dark freezing cold .NaN30/11/2019 16:31430113
1198226327632nan1198ClearNaN30/11/2019 16:36230113
11998265255211.0003398Night timeNaN30/11/2019 16:44130113
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1206926551122nan6498ColdNaN30/11/2019 17:06130113
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12132262351332nan1398Don't forget knowNaN30/11/2019 17:28230113
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121602647914315.0002498Dark NightNaN30/11/2019 17:48330113
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1218526269122nan1398ColdNaN30/11/2019 18:04330113
12190264886313.0002198Very coldNaN30/11/2019 18:10330113
1220126742622nan1198ColdNaN30/11/2019 18:21430113
1220426395532nan1398ColdNaN30/11/2019 18:23130113
12212266108116.0001198Dark & coldNaN30/11/2019 18:40430113
1221726603122nan1398Cold dark and icyNaN30/11/2019 18:45230113
12235263541322nan1398darkNaN30/11/2019 20:02330114
1223926689632nan1398Frosty.... very cold...NaN30/11/2019 20:03430114
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1231926494512nan2598ColdNaN30/11/2019 20:37430114
123202673711417.0005398Frosty roads and paths are white my back is in pain still.NaN30/11/2019 20:37230114
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1233426196132nan1298Very coldNaN30/11/2019 20:48230114
123352676213313.0001398COLD! ICY! DARK!NaN30/11/2019 20:49330114
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1234126403732nan6498very coldNaN30/11/2019 20:54230114
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1251926479722nan1298Night DarkNaN30/11/2019 22:17330114
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132022671511411.00098598Night timeBeen in bed asleep all day due to the heavy meds.now got family comming around tonighit and im worrrid that i look like a druggie.causingnothing but stress.my wife days stsy up stairs i day i eant to support you.cant win01/12/2019 16:3121123
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1339926359112nan5198Very coldNaN01/12/2019 17:5721123
134002673711416.0001398Cold-3 out side my back is still hurting like hell.NaN01/12/2019 17:5721123
134102677913315.00098198Clear night but coldOn way home from work01/12/2019 18:0241123
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1344326758532nan1398FrostyNaN01/12/2019 18:5431123
134452649213317.0001398Dark and coldNaN01/12/2019 18:5731123
13449262201332nan1298ColdNaN01/12/2019 20:0041124
1345026258632nan1398Cold and darkNaN01/12/2019 20:0011124
1345126380442nan1398IcyNaN01/12/2019 20:0031124
13458263541332nan1398darkNaN01/12/2019 20:0131124
1346126236132nan6498NightNaN01/12/2019 20:0231124
1346226577742nan1298Dark and coldNaN01/12/2019 20:0341124
1346426362542nan1198DarkNaN01/12/2019 20:0341124
1347126260512nan1198Dark and coldNaN01/12/2019 20:0421124
1347426724142nan98398MildHoliday01/12/2019 20:0511124
1347826338532nan1398ColdNaN01/12/2019 20:0521124
1349126782512nan1198ColdNaN01/12/2019 20:1041124
13494265825111.000213FreezingNaN01/12/2019 20:1011124
1349726770732nan1298ColdNaN01/12/2019 20:1141124
1350026350732nan1498IcyNaN01/12/2019 20:1211124
1350326453122nan1398DarkNaN01/12/2019 20:1331124
135072661012216.0001198Dark & coldNaN01/12/2019 20:1341124
135082645713311.0001398ColdNaN01/12/2019 20:1431124
1351026226522nan1398Dark & coldNaN01/12/2019 20:1541124
1351926592132nan2598Dark and coldNaN01/12/2019 20:1811124
1352426394732nan1198dark and coldNaN01/12/2019 20:2131124
1352826470732nan1298Dark and cold . FrostyNaN01/12/2019 20:2121124
1353326241632nan1298DsrkNaN01/12/2019 20:2721124
13539265171322nan1398Freezing coldNaN01/12/2019 20:3131124
1354126487532nan1398FrostyNaN01/12/2019 20:3221124
13543266511042nan1398DarkNaN01/12/2019 20:3421124
1354926440142nan4498Night time had a family day outNaN01/12/2019 20:3811124
1355026525722nan1298Dark/night timeNaN01/12/2019 20:3811124
1355226219742nan6298DarkNaN01/12/2019 20:3941124
1355526217732nan1398Cold n darkNaN01/12/2019 20:4041124
13557265851312nan1298Dark and freezingNaN01/12/2019 20:4131124
1355926715134113.00098498NightimeIn bed with severe back spasms alot of pain01/12/2019 20:4221124
1356326247732nan1398FrostyNaN01/12/2019 20:4511124
1356426777532nan1198Icy and below freezingNaN01/12/2019 20:4741124
13569265475211.0001198DarkNaN01/12/2019 20:4831124
1357226341632nan1498Clear and coldNaN01/12/2019 20:4931124
1357426279642nan1398DarkNaN01/12/2019 20:4921124
13580263081342nan1298ColdNaN01/12/2019 20:5321124
135822649213417.0001298DarkNaN01/12/2019 20:5331124
1358626402732nan1298ColdNaN01/12/2019 20:5631124
1359626762732nan1298ColdNaN01/12/2019 21:0031124
1359826422142nan1298IcyNaN01/12/2019 21:0031124
1360426435132nan1398Basel and coldNaN01/12/2019 21:0121124
1360826537732nan1298FreezingNaN01/12/2019 21:0111124
13613262901342nan1198FrostyNaN01/12/2019 21:0231124
136142628813417.0001298Very coldNaN01/12/2019 21:0211124
1362526550712nan1298DarkNaN01/12/2019 21:0311124
13626262351342nan1398Don't knowNaN01/12/2019 21:0321124
1362726294722nan1198NightNaN01/12/2019 21:0311124
1363026512532nan2298Very coldNaN01/12/2019 21:0311124
1363426758742nan1398FrostyNaN01/12/2019 21:0431124
1365826365142nan1298Cold and clear skiesNaN01/12/2019 21:0811124
1366926500732nan1398FrostyNaN01/12/2019 21:1331124
1367626556142nan1498Cold clearNaN01/12/2019 21:1741124
1368026276732nan1298NightNaN01/12/2019 21:1831124
1369526211522nan1198ColdNaN01/12/2019 21:2521124
1369826204922nan6398FreezingNaN01/12/2019 21:2631124
1370126452122nan1198Dark and coldNaN01/12/2019 21:3011124
1370726560132nan2298FreezingNaN01/12/2019 21:3121124
13721263957221.0001298IceyNaN01/12/2019 21:4811124
1372526574622nan122ColdNaN01/12/2019 21:5311124
137272673711415.0001398Freezing roads and path's are white and still my backs in pain owch and I have taken all my pain killers.NaN01/12/2019 21:5521124
13738265228217.0001298Dusk and currently rainy.NaN01/12/2019 22:0921124
1374326692132nan1298ColdNaN01/12/2019 22:1411124
1374826479722nan1298Night DarkNaN01/12/2019 22:1931124
137502655113211.0001398ColdNaN01/12/2019 22:2611124
1375326283722nan1198Cold and frostyNaN01/12/2019 22:2821124
1377526258232nan3198DarkNaN02/12/2019 07:0312121
1377726487832nan2498Freezing minus 1NaN02/12/2019 07:0322121
13797263085111.0001398ColdNaN02/12/2019 07:1922121
1379826354622nan1198darkNaN02/12/2019 07:2032121
138012627013211.0001398FreezingNaN02/12/2019 07:2112121
1380626486632nan1298FrostyNaN02/12/2019 07:2332121
1381026306232nan1398Frosty & very coldNaN02/12/2019 07:2422121
138112626813413.0001198IcyNaN02/12/2019 07:2542121
1381726318512nan1298FreezingNaN02/12/2019 07:3022121
1382026338132nan2198FrostyNaN02/12/2019 07:3122121
1383426519632nan1498FreezingNaN02/12/2019 07:3722121
1384426216132nan1398IcyNaN02/12/2019 07:4622121
13847262679411.0001398FrostyNaN02/12/2019 07:4842121
1384826272122nan3298Cold and icyNaN02/12/2019 07:5022121
1385626609512nan1398very coldNaN02/12/2019 07:5412121
1386226567522nan1298Sunny and frostyNaN02/12/2019 07:5822121
1386726481132nan1498FrostyNaN02/12/2019 08:0222121
1391726624522nan1298ColdNaN02/12/2019 08:4332121
1392526510122nan2198FoggyNaN02/12/2019 08:5022121
1393426686342nan3398FrostyNaN02/12/2019 09:0022121
13947266499311.0001298FrostyNaN02/12/2019 09:0132121
1395226628122nan1298ColdNaN02/12/2019 09:0242121
1396126395122nan2198IceyNaN02/12/2019 09:0312121
13964266421312nan2398ColdNaN02/12/2019 09:0422121
1400226778342nan2398Cold and frostyNaN02/12/2019 09:1942121
1400926394312nan4398coldNaN02/12/2019 09:2432121
1404726412132nan2398WinteryNaN02/12/2019 09:5032121
1405726758232nan2298Freezing coldNaN02/12/2019 10:0332121
1406626227522nan2398FreezingNaN02/12/2019 10:0832121
140722656413313.0001298FrostyNaN02/12/2019 10:1312121
14081267378411.0001198Frosty sun is out but its cold and my back is still in pain.NaN02/12/2019 10:2822121
1414226624632nan1298ColdNaN02/12/2019 12:2332122
1419426638722nan2598Dry but coldNaN02/12/2019 12:5842122
142262644913313.0001198Freezing coldNaN02/12/2019 13:0242122
142292678210211.0001198ColdNaN02/12/2019 13:0242122
14234263088411.0002298ColdNaN02/12/2019 13:0322122
1429226395612nan2198IceyNaN02/12/2019 13:1212122
14360267782211.0002398ColdNaN02/12/2019 13:5342122
1436426500332nan4298Cold and sunnyNaN02/12/2019 13:5932122
1443126356832nan2198Frosty and coldNaN02/12/2019 16:0412123
1443326651532nan1398DarkNaN02/12/2019 16:0622123
1443426567622nan1298Sunny with a chillNaN02/12/2019 16:0722123
144462656013216.0002398Cold and dampNaN02/12/2019 16:1222123
1445126624632nan1398ColdNaN02/12/2019 16:1432123
1447626411122nan1398ColdNaN02/12/2019 16:2812123
14477265478311.0001398DarkNaN02/12/2019 16:2932123
144872635711117.0001198DarkNaN02/12/2019 16:3522123
1449726487132nan2498Frosty clearNaN02/12/2019 16:4222123
1449926692132nan2298DarkNaN02/12/2019 16:4312123
1450326306542nan1298ColdNaN02/12/2019 16:4822123
1450626485222nan1298Dark but clear skyNaN02/12/2019 16:4922123
145112639514211.0002298IceyNaN02/12/2019 16:5212123
14519262611422nan2398Cold and darkNaN02/12/2019 16:5642123
1453526338512nan1298ColdNaN02/12/2019 17:0222123
14538265828311.000113Freezing coldNaN02/12/2019 17:0212123
1453926609512nan1398Very coldNaN02/12/2019 17:0212123
1454826217632nan1398Cold n darkNaN02/12/2019 17:0342123
1456026551132nan1398ColdNaN02/12/2019 17:0412123
1457826247512nan1398FrostyNaN02/12/2019 17:0712123
1458126649632nan1298FrostyNaN02/12/2019 17:0732123
14589266108315.0001198Dark & coldNaN02/12/2019 17:0942123
1459926686232nan1398FrostyNaN02/12/2019 17:1222123
1461726236622nan1398Dark and coldNaN02/12/2019 17:1932123
146342659510217.0001298DarkNaN02/12/2019 17:2512123
1464926470422nan2198Dark and coldNaN02/12/2019 17:3122123
1465326196732nan1398ColdNaN02/12/2019 17:3422123
1465626720622nan1398Very coldNaN02/12/2019 17:3612123
1466926436732nan4498Clear and darkNaN02/12/2019 17:4132123
1467126279142nan1398DarkNaN02/12/2019 17:4122123
14675265301313.0001298DarkNaN02/12/2019 17:4522123
1467626479622nan1298Dark NightNaN02/12/2019 17:4532123
1468026241132nan1298DarkNaN02/12/2019 17:4922123
14683265008311.0001398FreezingNaN02/12/2019 17:5032123
1468626778542nan1398Cold and darkNaN02/12/2019 17:5342123
1468726515722nan2498Night time.NaN02/12/2019 17:5432123
1470026562422nan3198ColdNaN02/12/2019 18:0832123
1470426394722nan1198very coldNaN02/12/2019 18:1132123
1471226607722nan1298ColdNaN02/12/2019 18:1842123
1472626638632nan1198Dark and cold,but dryNaN02/12/2019 18:3142123
147322669113317.0001298Cold frosty nightNaN02/12/2019 18:4312123
147432645313211.0001398DarkNaN02/12/2019 20:0132124
1474526224722nan1298ColdNaN02/12/2019 20:0242124
1474626607522nan1298ColdNaN02/12/2019 20:0242124
1475126279142nan1398DarkNaN02/12/2019 20:0222124
14752266511032nan1298DarkNaN02/12/2019 20:0322124
1476326217732nan1398Cold n darkNaN02/12/2019 20:0542124
1476826261722nan2198Cold and darkNaN02/12/2019 20:0642124
1477526736132nan6298NightNaN02/12/2019 20:0912124
14777263541332nan1498darkNaN02/12/2019 20:0932124
14785265829311.000113FreezingNaN02/12/2019 20:1112124
1478626610622nan1198Dark coldNaN02/12/2019 20:1242124
1478826219142nan6298DarkNaN02/12/2019 20:1242124
1480126777542nan1198Dark and below freezingNaN02/12/2019 20:1842124
14806265478311.0001298DarkNaN02/12/2019 20:2032124
1480726778522nan1398Cold and darkNaN02/12/2019 20:2042124
14837266418215.0001298Cold and wetNaN02/12/2019 20:3432124
1486126597722nan1298ColdNaN02/12/2019 20:4742124
1486326485642nan1298Dark and clear skyNaN02/12/2019 20:4822124
1486926436732nan1298Clear and darkNaN02/12/2019 20:4932124
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1488726519732nan1298ColdNaN02/12/2019 21:0122124
1489126512532nan1298Very coldNaN02/12/2019 21:0112124
1490126624522nan1398ColdNaN02/12/2019 21:0132124
1490626448722nan1198ColdNaN02/12/2019 21:0312124
1490726326532nan1298ColdNaN02/12/2019 21:0312124
1490826500722nan1498FreezingNaN02/12/2019 21:0332124
1491726592122nan1298Dark and coldNaN02/12/2019 21:0412124
1491826283722nan1298ColdNaN02/12/2019 21:0522124
14931265601322nan2298Cold and dampNaN02/12/2019 21:0722124
1493326691722nan1298Cold frosty nightNaN02/12/2019 21:0712124
1493526435522nan1398Very dark and coldNaN02/12/2019 21:0822124
1494426492612nan1298ColdNaN02/12/2019 21:1032124
1494826609612nan1398ColdNaN02/12/2019 21:1012124
1495326241132nan1298DarkNaN02/12/2019 21:1122124
1495926359722nan1198ColdNaN02/12/2019 21:1222124
149612656412317.0002198ColdNaN02/12/2019 21:1312124
1497226699122nan1298DarkNaN02/12/2019 21:1722124
14976262471212nan1298Very coldNaN02/12/2019 21:2112124
1497926550622nan1298DarkNaN02/12/2019 21:2212124
1498426515622nan1198Night night clear.NaN02/12/2019 21:2432124
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1500126385742nan1398Night time. DarkNaN02/12/2019 21:3432124
1500626236622nan1298NightNaN02/12/2019 21:3832124
1500726459622nan2498DarkNaN02/12/2019 21:4112124
1502226504622nan1198Dark and coldNaN02/12/2019 21:5522124
1503426276732nan1298NightNaN02/12/2019 22:0832124
15035265258111.0001398DarkNaN02/12/2019 22:0812124
15052262127213.0001298NightNaN02/12/2019 22:2822124
15061267486315.0001298Below 0 degreesNaN02/12/2019 22:4142124
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150682639513117.0001298IceyNaN02/12/2019 22:5012124
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1509526354722nan1198darkNaN03/12/2019 07:1233121
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15135267798317.0002398Clear morning but coldNaN03/12/2019 07:3843121
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1519126359722nan3198ColdNaN03/12/2019 08:1923121
1520826411522nan2398ColdNaN03/12/2019 08:4113121
1522426778322nan2398Dull and cloudyNaN03/12/2019 08:5043121
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153322650011311.0001398ColdNaN03/12/2019 09:3433121
15337263956111.0002198ColdNaN03/12/2019 09:3913121
1534526592142nan98398Sunny and coldSunny and vokd03/12/2019 09:4413121
15441263956211.0002198ColdNaN03/12/2019 12:2113122
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1566326411512nan2398ColdNaN03/12/2019 13:4913122
1573426560622nan1298Cold and greyNaN03/12/2019 16:1223123
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15787265475211.0001398DarkNaN03/12/2019 16:5033123
15796262611122nan2198Dark and coldNaN03/12/2019 16:5543123
157982657511212.0006498ColdNaN03/12/2019 16:5813123
1580026226142nan1398Dark & coldNaN03/12/2019 17:0043123
1581026692132nan1298Night timeNaN03/12/2019 17:0113123
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1582826624122nan1398ColdNaN03/12/2019 17:0333123
1584826359522nan2398Dark, coldNaN03/12/2019 17:0623123
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1602426354622nan4198darkNaN03/12/2019 20:0233124
1602626306132nan5498Cold and darkNaN03/12/2019 20:0223124
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1603726341142nan5598Clear and coldNaN03/12/2019 20:0533124
1605026217732nan1398Cold n darkNaN03/12/2019 20:1143124
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1607926395132nan1298IceyNaN03/12/2019 20:2413124
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161252626011216.0002398Freezing and darkNaN03/12/2019 20:5123124
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1618126688732nan1398Dark and coldNaN03/12/2019 21:0323124
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1621226411522nan1198ColdNaN03/12/2019 21:0713124
1621526479732nan1298Night DarkNaN03/12/2019 21:0733124
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1641026249122nan3198Freezing and icyNaN04/12/2019 07:3424121
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16462262248111.0002298ClearNaN04/12/2019 08:1144121
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1651026395522nan2598ColdNaN04/12/2019 08:5614121
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16537262201432nan1198FreezingNaN04/12/2019 09:0444121
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1870126485642nan98298Dark and cloudyIn our apartment in northern France after a lovely dinner and nice wine!05/12/2019 20:5125124
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18712267157413.00098298NightimeIn bed feeling drowsy on very high meds of morphine diazepam. Thats why i sleep alot.05/12/2019 20:5725124
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1995526485642nan98298Dark but clear sky. Very windyIn our apartment in northern France after a lovely dinner and a nice bottle of wine06/12/2019 20:4526124
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2103326226742nan98398ColdChristmas shopping07/12/2019 18:4047123
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2120126715532nan98498Clear cold nightimeStaying in a hotel for the weekend on my back meds of diazepam which is relax me and put me.in calming mood.07/12/2019 21:0327124
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2126926276442nan4298In Venice and proposed to my partner!! She said yes....NaN07/12/2019 21:3337124
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2252326485642nan98298Dark but clear skyIn our apartment in northern France08/12/2019 21:4128124
22528267378414.0001398Wind and rain have taken all my tablets still no change in my back still hurting.NaN08/12/2019 21:4328124
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2302126485332nan98298Don't know as we're in the Tunnel! It was sunny when we left FranceOn Le Shuttle returning from France09/12/2019 12:5929122
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98 \n", + "13324 26512 5 3 2 nan 2 2 98 \n", + "13326 26560 13 3 2 nan 2 2 98 \n", + "13331 26247 7 2 2 nan 1 2 98 \n", + "13349 26710 5 4 2 nan 1 1 98 \n", + "13370 26550 12 1 2 nan 1 3 98 \n", + "13371 26338 13 2 1 3.000 1 2 98 \n", + "13376 26204 1 4 2 nan 6 3 98 \n", + "13377 26579 13 3 2 nan 1 3 98 \n", + "13381 26470 1 3 2 nan 1 3 98 \n", + "13391 26610 8 1 1 1.000 1 1 98 \n", + "13393 26603 2 1 2 nan 1 2 98 \n", + "13399 26359 1 1 2 nan 5 1 98 \n", + "13400 26737 11 4 1 6.000 1 3 98 \n", + "13410 26779 13 3 1 5.000 98 1 98 \n", + "13414 26551 6 3 2 nan 1 3 98 \n", + "13417 26355 5 2 2 nan 4 2 98 \n", + "13420 26290 13 4 2 nan 5 5 98 \n", + "13421 26525 6 2 1 1.000 1 3 98 \n", + "13439 26689 7 2 2 nan 1 3 98 \n", + "13443 26758 5 3 2 nan 1 3 98 \n", + "13445 26492 13 3 1 7.000 1 3 98 \n", + "13449 26220 13 3 2 nan 1 2 98 \n", + "13450 26258 6 3 2 nan 1 3 98 \n", + "13451 26380 4 4 2 nan 1 3 98 \n", + "13458 26354 13 3 2 nan 1 3 98 \n", + "13461 26236 1 3 2 nan 6 4 98 \n", + 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\n", + "13934 26686 3 4 2 nan 3 3 98 \n", + "13947 26649 9 3 1 1.000 1 2 98 \n", + "13952 26628 1 2 2 nan 1 2 98 \n", + "13961 26395 1 2 2 nan 2 1 98 \n", + "13964 26642 13 1 2 nan 2 3 98 \n", + "14002 26778 3 4 2 nan 2 3 98 \n", + "14009 26394 3 1 2 nan 4 3 98 \n", + "14047 26412 1 3 2 nan 2 3 98 \n", + "14057 26758 2 3 2 nan 2 2 98 \n", + "14066 26227 5 2 2 nan 2 3 98 \n", + "14072 26564 13 3 1 3.000 1 2 98 \n", + "14081 26737 8 4 1 1.000 1 1 98 \n", + "14142 26624 6 3 2 nan 1 2 98 \n", + "14194 26638 7 2 2 nan 2 5 98 \n", + "14226 26449 13 3 1 3.000 1 1 98 \n", + "14229 26782 10 2 1 1.000 1 1 98 \n", + "14234 26308 8 4 1 1.000 2 2 98 \n", + "14292 26395 6 1 2 nan 2 1 98 \n", + "14360 26778 2 2 1 1.000 2 3 98 \n", + "14364 26500 3 3 2 nan 4 2 98 \n", + "14431 26356 8 3 2 nan 2 1 98 \n", + "14433 26651 5 3 2 nan 1 3 98 \n", + "14434 26567 6 2 2 nan 1 2 98 \n", + "14446 26560 13 2 1 6.000 2 3 98 \n", + "14451 26624 6 3 2 nan 1 3 98 \n", + "14476 26411 1 2 2 nan 1 3 98 \n", + "14477 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2 nan 1 2 98 \n", + "16537 26220 14 3 2 nan 1 1 98 \n", + "16584 26748 7 1 2 nan 6 2 98 \n", + "16586 26494 6 1 2 nan 2 4 98 \n", + "16728 26421 8 3 2 nan 2 4 98 \n", + "16745 26411 5 2 2 nan 2 3 98 \n", + "16833 26326 1 2 2 nan 2 5 98 \n", + "16852 26624 7 3 2 nan 5 2 98 \n", + "16862 26748 7 1 2 nan 6 2 98 \n", + "16984 26772 8 3 1 8.000 1 1 98 \n", + "17020 26519 8 2 1 5.000 2 3 98 \n", + "17028 26778 1 2 2 nan 1 3 98 \n", + "17035 26196 13 3 1 3.000 1 2 98 \n", + "17039 26547 8 2 1 1.000 1 3 98 \n", + "17083 26470 13 2 1 3.000 1 3 98 \n", + "17084 26507 5 2 2 nan 1 2 98 \n", + "17089 26715 11 4 1 1.000 3 3 98 \n", + "17095 26247 7 1 2 nan 1 2 98 \n", + "17096 26261 13 2 2 nan 2 1 98 \n", + "17104 26485 1 4 2 nan 98 2 98 \n", + "17106 26361 7 2 2 nan 4 1 98 \n", + "17109 26435 6 3 2 nan 2 5 98 \n", + "17114 26241 1 3 2 nan 1 2 98 \n", + "17118 26377 7 3 2 nan 3 2 98 \n", + "17126 26692 1 3 2 nan 1 2 98 \n", + "17128 26691 7 4 2 nan 1 2 98 \n", + "17130 26338 6 1 2 nan 1 2 98 \n", + 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2 nan 1 3 98 \n", + "17340 26689 7 2 2 nan 1 3 98 \n", + "17347 26772 12 1 2 nan 1 2 98 \n", + "17349 26470 8 3 1 6.000 1 3 98 \n", + "17350 26261 5 2 2 nan 6 2 98 \n", + "17352 26385 7 4 2 nan 1 3 98 \n", + "17363 26485 6 4 2 nan 98 2 98 \n", + "17365 26279 5 4 2 nan 1 3 98 \n", + "17368 26688 5 3 2 nan 1 3 98 \n", + "17373 26400 7 2 2 nan 1 2 98 \n", + "17375 26519 13 2 1 3.000 1 2 98 \n", + "17376 26498 8 1 2 nan 1 1 98 \n", + "17404 26241 6 3 2 nan 1 2 98 \n", + "17408 26541 7 3 2 nan 1 1 98 \n", + "17409 26236 7 3 2 nan 5 4 98 \n", + "17410 26411 6 2 2 nan 1 2 98 \n", + "17418 26547 5 2 1 1.000 1 2 98 \n", + "17426 26307 8 3 1 1.000 1 2 98 \n", + "17434 26354 7 3 2 nan 4 2 98 \n", + "17437 26288 6 4 2 nan 1 2 98 \n", + "17446 26377 7 4 2 nan 1 2 98 \n", + "17449 26394 12 1 2 nan 1 1 98 \n", + "17458 26260 11 1 1 1.000 1 1 98 \n", + "17464 26762 7 3 2 nan 1 2 98 \n", + "17477 26692 1 3 2 nan 1 2 98 \n", + "17484 26276 1 3 2 nan 5 5 98 \n", + "17487 26481 7 2 2 nan 1 3 98 \n", + 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26731 5 3 2 nan 3 1 98 \n", + "17756 26265 7 2 2 nan 3 1 98 \n", + "17769 26226 8 2 1 7.000 2 5 98 \n", + "17771 26395 13 3 1 3.000 3 5 98 \n", + "17780 26252 1 1 1 3.000 2 2 98 \n", + "17810 26359 5 2 2 nan 1 1 98 \n", + "17816 26686 10 2 1 1.000 3 3 98 \n", + "17871 26341 6 3 2 nan 2 5 98 \n", + "17891 26481 2 1 2 nan 1 2 98 \n", + "17940 26567 3 2 2 nan 1 3 98 \n", + "17953 26778 5 2 2 nan 1 2 98 \n", + "18005 26560 6 4 2 nan 1 2 98 \n", + "18032 26624 5 2 2 nan 2 4 98 \n", + "18066 26288 6 4 2 nan 5 3 98 \n", + "18111 26778 8 4 1 1.000 5 5 98 \n", + "18167 26395 1 1 2 nan 2 2 98 \n", + "18183 26235 9 1 1 6.000 2 1 98 \n", + "18184 26431 5 2 2 nan 2 3 98 \n", + "18236 26411 8 2 1 5.000 2 3 98 \n", + "18301 26689 13 3 2 nan 3 2 98 \n", + "18339 26395 6 1 1 1.000 3 5 98 \n", + "18368 26261 11 3 2 nan 2 1 98 \n", + "18374 26217 7 3 2 nan 1 3 98 \n", + "18375 26547 6 2 1 1.000 1 2 98 \n", + "18382 26624 5 2 2 nan 2 4 98 \n", + "18409 26452 13 4 1 1.000 98 1 98 \n", + "18419 26431 13 3 1 3.000 1 3 98 \n", + "18420 26279 1 4 2 nan 3 3 98 \n", + "18431 26560 9 2 1 1.000 2 2 98 \n", + "18440 26592 1 2 2 nan 1 3 98 \n", + "18474 26235 9 1 1 7.000 2 3 98 \n", + "18476 26411 5 2 2 nan 1 3 98 \n", + "18478 26467 8 4 1 7.000 2 2 98 \n", + "18483 26224 8 1 1 5.000 2 3 98 \n", + "18493 26748 7 2 2 nan 3 1 98 \n", + "18498 26481 1 3 2 nan 1 1 98 \n", + "18515 26357 1 1 2 nan 1 1 98 \n", + "18523 26479 7 3 2 nan 1 1 98 \n", + "18530 26778 2 1 2 nan 3 3 98 \n", + "18538 26609 5 1 2 nan 1 3 98 \n", + "18557 26577 8 2 1 5.000 1 2 98 \n", + "18574 26219 7 2 2 nan 1 1 98 \n", + "18596 26560 12 1 2 nan 2 3 98 \n", + "18598 26354 13 3 2 nan 1 3 98 \n", + "18599 26217 7 3 2 nan 1 3 98 \n", + "18604 26772 9 4 2 nan 1 1 98 \n", + "18612 26261 7 3 2 nan 1 1 98 \n", + "18632 26547 6 2 1 1.000 1 2 98 \n", + "18643 26592 7 3 2 nan 1 3 98 \n", + "18659 26624 1 2 2 nan 1 2 98 \n", + "18661 26219 1 3 2 nan 1 2 98 \n", + "18677 26241 5 2 2 nan 1 2 98 \n", + "18693 26736 1 3 2 nan 6 2 98 \n", + 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3.000 1 1 98 \n", + "19714 26217 7 3 2 nan 1 3 98 \n", + "19715 26481 8 1 1 7.000 3 3 98 \n", + "19775 26235 13 3 2 nan 2 1 98 \n", + "19821 26357 5 2 2 nan 5 3 98 \n", + "19888 26217 7 3 2 nan 1 3 98 \n", + "19940 26547 7 2 1 1.000 1 2 98 \n", + "19946 26226 5 4 2 nan 1 3 98 \n", + "19954 26479 7 2 2 nan 1 2 98 \n", + "19955 26485 6 4 2 nan 98 2 98 \n", + "19956 26724 6 2 2 nan 3 3 98 \n", + "20034 26595 9 3 1 1.000 1 1 98 \n", + "20041 26452 13 4 1 3.000 1 1 98 \n", + "20057 26306 7 4 2 nan 1 2 98 \n", + "20092 26385 6 4 2 nan 1 4 98 \n", + "20094 26470 9 2 1 1.000 1 1 98 \n", + "20101 26276 3 4 2 nan 1 2 98 \n", + "20113 26481 7 3 2 nan 1 4 98 \n", + "20130 26236 4 3 2 nan 1 2 98 \n", + "20156 26354 13 2 2 nan 1 2 98 \n", + "20221 26400 7 1 2 nan 1 1 98 \n", + "20340 26481 1 3 2 nan 1 4 98 \n", + "20342 26624 7 2 2 nan 1 2 98 \n", + "20584 26603 6 3 2 nan 1 4 98 \n", + "20629 26560 1 3 2 nan 2 2 98 \n", + "20635 26395 13 2 1 3.000 1 2 98 \n", + "20791 26547 6 2 1 1.000 1 2 98 \n", + 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nan 1 2 98 \n", + "21201 26715 5 3 2 nan 98 4 98 \n", + "21203 26470 6 2 2 nan 5 2 98 \n", + "21225 26435 2 4 2 nan 6 5 98 \n", + "21226 26613 7 4 2 nan 1 1 98 \n", + "21227 26547 5 2 1 1.000 1 3 98 \n", + "21238 26479 7 3 2 nan 1 2 98 \n", + "21249 26288 8 4 1 6.000 1 1 98 \n", + "21251 26624 7 2 2 nan 1 2 98 \n", + "21268 26279 1 4 2 nan 1 3 98 \n", + "21269 26276 4 4 2 nan 4 2 98 \n", + "21275 26778 1 4 2 nan 4 5 98 \n", + "21283 26270 7 2 2 nan 1 3 98 \n", + "21291 26236 1 3 2 nan 1 3 98 \n", + "21299 26306 7 4 2 nan 1 3 98 \n", + "21317 26748 1 4 2 nan 1 3 98 \n", + "21340 26418 7 2 2 nan 1 3 98 \n", + "21347 26354 13 2 2 nan 1 2 98 \n", + "21436 26411 5 2 2 nan 1 2 98 \n", + "21555 26737 9 4 1 7.000 1 1 98 \n", + "21667 26341 7 2 2 nan 1 3 98 \n", + "21922 26731 1 3 2 nan 1 2 98 \n", + "21944 26435 13 3 2 nan 1 3 98 \n", + "22011 26748 3 2 2 nan 3 1 98 \n", + "22015 26687 7 3 2 nan 4 2 98 \n", + "22019 26353 1 3 2 nan 1 3 98 \n", + "22021 26357 13 2 1 3.000 1 2 98 \n", + "22053 26481 7 3 2 nan 1 3 98 \n", + "22082 26306 6 3 2 nan 1 3 98 \n", + "22088 26261 7 3 2 nan 1 1 98 \n", + "22124 26479 7 3 2 nan 1 2 98 \n", + "22136 26217 7 3 2 nan 1 3 98 \n", + "22144 26276 1 3 2 nan 98 2 98 \n", + "22157 26241 1 3 2 nan 1 1 98 \n", + "22169 26737 14 4 1 4.000 1 3 98 \n", + "22207 26610 12 3 1 6.000 1 1 98 \n", + "22290 26354 13 3 2 nan 1 2 98 \n", + "22294 26217 7 3 2 nan 1 3 98 \n", + "22295 26261 7 3 2 nan 1 1 98 \n", + "22296 26459 4 4 2 nan 1 4 98 \n", + "22307 26241 1 3 2 nan 1 2 98 \n", + "22312 26344 7 2 2 nan 1 1 2 \n", + "22335 26356 7 3 2 nan 1 2 98 \n", + "22349 26541 13 3 2 nan 1 1 98 \n", + "22368 26736 1 3 2 nan 6 3 98 \n", + "22390 26688 13 3 1 7.000 1 3 98 \n", + "22411 26411 6 2 2 nan 1 2 98 \n", + "22421 26481 13 1 2 nan 1 4 98 \n", + "22423 26479 1 2 2 nan 1 3 98 \n", + "22462 26595 11 2 1 7.000 1 1 98 \n", + "22482 26711 13 2 2 nan 1 3 98 \n", + "22487 26547 6 2 1 1.000 1 2 98 \n", + "22513 26772 5 2 2 nan 4 3 98 \n", + "22523 26485 6 4 2 nan 98 2 98 \n", + "22528 26737 8 4 1 4.000 1 3 98 \n", + "22544 26525 5 4 2 nan 1 2 98 \n", + "22565 26306 5 3 2 nan 1 3 98 \n", + "22570 26236 7 3 2 nan 1 2 98 \n", + "22583 26418 6 2 2 nan 1 1 98 \n", + "22594 26354 1 2 2 nan 1 2 98 \n", + "22607 26266 5 3 2 nan 1 3 98 \n", + "22631 26341 6 3 2 nan 1 4 98 \n", + "22647 26547 7 2 1 1.000 1 2 98 \n", + "22674 26488 13 1 1 3.000 1 1 98 \n", + "22728 26311 3 3 2 nan 3 1 98 \n", + "22804 26748 13 4 1 2.000 1 1 98 \n", + "23021 26485 3 3 2 nan 98 2 98 \n", + "23115 26691 4 4 2 nan 1 2 98 \n", + "23256 26357 4 3 2 nan 2 3 98 \n", + "23271 26307 5 3 2 nan 1 2 98 \n", + "23276 26326 6 1 2 nan 1 4 98 \n", + "23315 26737 10 4 1 7.000 1 3 98 \n", + "23318 26217 6 3 2 nan 1 3 98 \n", + "23321 26547 6 2 1 1.000 1 3 98 \n", + "23345 26481 6 1 2 nan 3 3 98 \n", + "23349 26435 1 2 2 nan 2 5 98 \n", + "23411 26592 1 3 2 nan 1 3 98 \n", + "23412 26525 8 4 1 5.000 1 3 98 \n", + "23413 26500 8 3 1 7.000 2 3 98 \n", + "23416 26479 5 2 2 nan 1 2 98 \n", + "23417 26595 9 4 1 1.000 1 1 98 \n", + "23430 26235 13 2 1 6.000 1 3 98 \n", + "23434 26748 13 4 1 11.000 3 1 98 \n", + "23449 26452 13 3 1 1.000 2 1 98 \n", + "23458 26589 4 3 2 nan 1 3 98 \n", + "23478 26575 12 1 1 1.000 2 5 98 \n", + "23489 26261 11 2 2 nan 2 1 98 \n", + "23511 26610 12 3 1 6.000 1 1 98 \n", + "23513 26226 1 4 2 nan 1 3 98 \n", + "23514 26550 8 1 2 nan 1 3 98 \n", + "23515 26731 1 3 2 nan 1 1 98 \n", + "23548 26395 1 1 2 nan 1 2 98 \n", + "23549 26485 3 4 2 nan 6 5 98 \n", + "23562 26488 13 2 1 3.000 1 2 98 \n", + "23582 26394 5 2 2 nan 1 1 98 \n", + "23594 26217 7 3 2 nan 1 3 98 \n", + "23595 26531 13 3 2 nan 1 2 98 \n", + "23597 26527 1 2 2 nan 1 4 98 \n", + "23612 26731 1 4 2 nan 5 4 98 \n", + "23621 26638 1 4 2 nan 1 2 98 \n", + "23624 26547 6 2 1 1.000 1 2 98 \n", + "23627 26354 1 2 2 nan 3 2 98 \n", + "23644 26487 7 4 2 nan 1 3 98 \n", + "23651 26326 5 3 2 nan 1 2 98 \n", + "23657 26435 1 3 2 nan 98 3 98 \n", + "23661 26204 1 2 2 nan 6 3 98 \n", + "23662 26443 13 3 2 nan 1 3 98 \n", + "23671 26309 7 4 2 nan 1 2 98 \n", + "23673 26525 5 3 2 nan 1 2 98 \n", + "23697 26691 7 4 2 nan 1 2 98 \n", + "23706 26560 7 4 2 nan 1 2 98 \n", + "23728 26508 8 4 1 1.000 1 2 98 \n", + "23729 26479 7 3 2 nan 1 2 98 \n", + "23740 26592 5 3 2 nan 1 3 98 \n", + "23744 26385 5 4 2 nan 1 3 98 \n", + "23753 26241 1 3 2 nan 1 2 98 \n", + "23766 26680 1 3 2 nan 1 2 98 \n", + "23778 26500 7 3 2 nan 1 3 98 \n", + "23787 26276 1 4 2 nan 1 5 98 \n", + "23819 26737 11 4 1 1.000 1 3 98 \n", + "23821 26343 6 2 2 nan 1 2 98 \n", + "23827 26236 8 3 2 nan 5 5 98 \n", + "23828 26688 7 3 2 nan 1 3 98 \n", + "23835 26595 13 1 2 nan 1 1 98 \n", + "23837 26778 7 4 2 nan 1 3 98 \n", + "23840 26567 6 2 2 nan 1 3 98 \n", + "23850 26481 13 2 2 nan 1 4 98 \n", + "23852 26610 7 2 2 nan 1 1 98 \n", + "23855 26235 13 2 1 7.000 1 3 98 \n", + "23859 26748 11 4 1 7.000 4 2 98 \n", + "23871 26395 1 2 2 nan 1 2 98 \n", + "23872 26701 6 1 1 7.000 4 5 98 \n", + "23874 26605 7 3 2 nan 1 3 98 \n", + "23875 26485 3 4 2 nan 6 5 98 \n", + "23877 26770 5 2 2 nan 1 1 98 \n", + "23879 26470 7 3 2 nan 1 1 98 \n", + "23914 26638 5 3 2 nan 2 5 98 \n", + "23918 26411 11 1 2 nan 1 3 98 \n", + "23937 26467 9 3 1 1.000 3 2 98 \n", + "24054 26481 8 1 1 3.000 3 1 98 \n", + "24081 26395 13 1 1 3.000 1 2 98 \n", + "24207 26341 2 4 2 nan 2 5 98 \n", + "24477 26560 7 3 2 nan 1 2 98 \n", + "24541 26770 6 2 2 nan 1 3 98 \n", + "24600 26547 8 2 1 1.000 1 3 98 \n", + "24606 26485 1 3 2 nan 1 2 98 \n", + "24611 26479 7 3 2 nan 1 2 98 \n", + "24621 26357 2 2 2 nan 2 4 98 \n", + "24687 26560 5 2 2 nan 1 2 98 \n", + "24694 26459 12 4 1 2.000 1 3 98 \n", + "24758 26241 1 3 2 nan 1 2 98 \n", + "24767 26226 8 4 2 nan 2 5 98 \n", + "24811 26525 8 2 1 7.000 1 2 98 \n", + "24841 26217 7 3 2 nan 1 3 98 \n", + "24884 26354 3 4 2 nan 1 3 98 \n", + "24921 26547 5 2 1 1.000 1 2 98 \n", + "25017 26236 6 3 2 nan 1 3 98 \n", + "25055 26485 7 3 2 nan 1 2 98 \n", + "25083 26610 12 3 1 6.000 1 1 98 \n", + "25099 26226 8 4 2 nan 1 2 98 \n", + "25106 26479 5 2 2 nan 1 2 98 \n", + "25111 26276 13 3 2 nan 1 2 98 \n", + "25136 26485 3 2 2 nan 1 2 98 \n", + "25137 26467 10 1 1 1.000 1 1 98 \n", + "25157 26547 7 2 1 1.000 1 2 98 \n", + "25180 26700 11 3 1 7.000 3 5 98 \n", + "25186 26777 13 4 1 2.000 1 1 98 \n", + "25204 26395 13 1 1 3.000 3 5 98 \n", + "25213 26267 1 4 2 nan 1 1 98 \n", + "25257 26270 13 1 1 1.000 4 3 98 \n", + "25342 26481 3 2 2 nan 2 3 98 \n", + "25379 26609 5 1 2 nan 1 3 98 \n", + "25519 26341 7 3 2 nan 2 5 98 \n", + "25560 26609 1 1 2 nan 6 3 98 \n", + "25597 26395 6 1 1 1.000 2 5 98 \n", + "25735 26306 7 3 2 nan 1 3 98 \n", + "25741 26390 6 4 2 nan 4 5 98 \n", + "25746 26341 2 3 2 nan 2 5 98 \n", + "25801 26592 1 3 2 nan 1 3 98 \n", + "25811 26547 5 2 1 1.000 1 3 98 \n", + "25817 26357 13 2 1 1.000 2 3 98 \n", + "25821 26217 6 3 2 nan 1 3 98 \n", + "25858 26485 3 3 2 nan 1 2 98 \n", + "25870 26459 1 3 2 nan 1 4 98 \n", + "25888 26270 5 3 2 nan 1 3 98 \n", + "25895 26467 9 2 1 1.000 2 2 98 \n", + "25933 26686 13 2 1 7.000 4 3 98 \n", + "25940 26470 6 3 2 nan 1 3 98 \n", + "25950 26474 7 4 2 nan 1 3 98 \n", + "26000 26453 14 3 1 5.000 1 2 98 \n", + "26006 26264 5 2 2 nan 1 3 98 \n", + "26012 26354 13 3 2 nan 5 2 98 \n", + "26013 26217 7 3 2 nan 1 3 98 \n", + "26041 26341 7 3 2 nan 1 3 98 \n", + "26058 26610 8 2 1 6.000 1 1 98 \n", + "26065 26541 13 4 1 3.000 1 1 98 \n", + "26076 26547 8 3 1 1.000 1 2 98 \n", + "26078 26487 7 4 2 nan 1 1 98 \n", + "26153 26484 5 3 2 nan 1 2 98 \n", + "26156 26204 6 2 2 nan 6 3 98 \n", + "26190 26686 9 3 1 7.000 1 2 98 \n", + "26198 26550 13 1 2 nan 5 2 98 \n", + "26207 26691 7 3 2 nan 1 2 98 \n", + "26209 26479 5 2 2 nan 1 1 98 \n", + "26248 26236 7 4 2 nan 1 3 98 \n", + "26254 26418 7 3 2 nan 1 1 98 \n", + "26257 26505 6 2 2 nan 1 1 98 \n", + "26264 26592 1 3 2 nan 2 5 98 \n", + "26273 26778 7 4 2 nan 1 3 98 \n", + "26278 26525 8 2 1 6.000 1 3 98 \n", + "26285 26485 7 4 2 nan 1 2 98 \n", + "26306 26467 6 2 1 1.000 1 1 98 \n", + "26309 26547 7 2 1 1.000 1 2 98 \n", + "26319 26266 1 4 2 nan 3 2 98 \n", + "26329 26225 2 4 2 nan 98 4 98 \n", + "26379 26560 5 3 2 nan 1 2 98 \n", + "26492 26737 11 4 1 1.000 1 2 98 \n", + "26658 26737 10 4 1 3.000 1 1 98 \n", + "26801 26547 8 3 1 1.000 1 3 98 \n", + "26802 26341 1 2 2 nan 2 5 98 \n", + "26808 26560 7 3 1 6.000 2 2 98 \n", + "26906 26479 5 3 2 nan 2 2 98 \n", + "26985 26547 8 2 1 1.000 1 2 98 \n", + "26989 26479 6 3 2 nan 1 2 98 \n", + "27018 26592 1 3 2 nan 2 5 98 \n", + "27037 26691 7 4 2 nan 1 2 98 \n", + "27060 26470 6 3 2 nan 1 2 98 \n", + "27101 26418 7 2 2 nan 1 1 98 \n", + "27103 26485 3 4 2 nan 5 4 98 \n", + "\n", + " Q798 \\\n", + "2 Cold \n", + "3 Dark and dull \n", + "5 dark and cold \n", + "10 Cold frost \n", + "11 Cold \n", + "16 Frosty \n", + "26 Very cold and dark \n", + "37 Cold and frosty \n", + "49 Dull cold \n", + "54 Frosty \n", + "58 Freezing \n", + "64 Cold \n", + "82 Frosty \n", + "83 Frosty \n", + "109 Cold \n", + "113 Cold \n", + "117 Freezing \n", + "122 Cold \n", + "126 Cold \n", + "137 Cold and overcast \n", + "142 Cold \n", + "156 Cold \n", + "158 Cold \n", + "214 Cold \n", + "253 Cold \n", + "263 Cold \n", + "277 Cold \n", + "310 Cold \n", + "324 Freezing cold \n", + "332 Cold \n", + "363 Cold \n", + "400 Cold \n", + "427 I don't know I'm indoors far from a window \n", + "432 Cold \n", + "434 Cold \n", + "475 cold \n", + "476 Cold \n", + "477 Freezing cold fog \n", + "491 Cold \n", + "510 Icy \n", + "514 Cold \n", + "522 Misty \n", + "534 dark \n", + "547 Overcast \n", + "552 Dark \n", + "560 Getting colder \n", + "567 Grim \n", + "580 Dark \n", + "582 Cold \n", + "583 cold \n", + "586 Cold \n", + "589 Freezing \n", + "591 Cold \n", + "595 Cold \n", + "598 Cold \n", + "604 Dark \n", + "605 Dark and cold \n", + "612 Dark and cold \n", + "617 Dark and cold \n", + "618 Dark \n", + "619 Dark \n", + "624 Cold and dark \n", + "626 Dark \n", + "629 Very cold \n", + "634 dark and cold \n", + "642 Cold and dark \n", + "644 Very cold \n", + "661 Cold \n", + "675 Cold \n", + "676 Cold but dry \n", + "684 Very cold \n", + "695 Quite cold and dark \n", + "699 Cold \n", + "704 Dark and cold \n", + "705 Cold \n", + "711 Dark cold \n", + "715 I don't know, I'm inside, far from a window \n", + "723 Very cold \n", + "727 Cold \n", + "736 Cold \n", + "741 Night Dark \n", + "745 Cold and dark \n", + "752 Dark \n", + "753 Very cold \n", + "754 Cold dark \n", + "762 Cold \n", + "765 Dark and cold \n", + "767 Freezing cold \n", + "770 Dark \n", + "772 Dark and calm outside \n", + "774 Dark \n", + "776 Dark \n", + "781 Cold night \n", + "785 Dark and windy \n", + "788 Cold and dark. \n", + "790 Cold \n", + "795 Dark \n", + "796 Cold and dark \n", + "800 Cold \n", + "806 Cold \n", + "815 Late night time dark \n", + "821 dark \n", + "829 Cold \n", + "834 Dark \n", + "838 Dark \n", + "847 Freezing cold \n", + "848 Cold \n", + "849 Cold \n", + "857 Dark & freezing. \n", + "860 Cold \n", + "866 Dark and cold \n", + "868 Dark \n", + "874 Night \n", + "878 Cold and damp \n", + "883 Cold \n", + "884 Cold \n", + "890 Cold \n", + "891 Cold \n", + "892 Cold \n", + "894 Cold \n", + "896 Dark and cold \n", + "898 Overcast night time \n", + "901 Cold \n", + "902 Honey, it’s cold outside! \n", + "910 Cold \n", + "912 Cold , frosty \n", + "913 cold \n", + "917 Night time \n", + "924 Freezing \n", + "925 Cold \n", + "931 Cold \n", + "932 Cold \n", + "937 Cold \n", + "938 Dark n cold \n", + "945 Dark and cold \n", + "948 Cold n dark \n", + "950 Dark \n", + "976 Night \n", + "978 Dark and cold \n", + "982 Dark \n", + "984 Night \n", + "986 Night time \n", + "988 Dark and cold \n", + "995 Cold outside \n", + "1001 Dark cold \n", + "1002 Nighttime \n", + "1007 Night \n", + "1015 Dark \n", + "1016 Cold and dark \n", + "1020 Cold and dark \n", + "1022 Cold \n", + "1027 Dark \n", + "1029 Cold \n", + "1031 Icy \n", + "1035 Cold \n", + "1037 Nighttime \n", + "1039 Can’t see as dark \n", + "1044 Cold \n", + "1047 Cold \n", + "1054 Dark and cold \n", + "1055 Dark \n", + "1058 Cold \n", + "1060 Night \n", + "1061 Dark \n", + "1064 Damp and chilly. \n", + "1065 Cold dark \n", + "1068 Cold \n", + "1076 I don't know, as I'm inside with the blinds closed \n", + "1078 Dark \n", + "1079 Dark night time \n", + "1081 Dark \n", + "1093 cold \n", + "1096 Cold \n", + "1105 Dark \n", + "1130 dark and cold \n", + "1141 Cold and dark \n", + "1152 Damp cold \n", + "1191 Dark \n", + "1199 Cold \n", + "1365 Cold frosty \n", + "1375 Very cold \n", + "1449 Cold \n", + "1549 Cold \n", + "1578 Full overcast \n", + "1645 Very cold \n", + "1646 Cold \n", + "1781 dusk \n", + "1787 Cold \n", + "1789 Dark \n", + "1798 Dark \n", + "1799 Dark & Humid \n", + "1803 Cold \n", + "1819 Damp, cloudy \n", + "1829 Damp \n", + "1833 Cold \n", + "1844 Cold dark \n", + "1847 Dark cold \n", + "1859 Night \n", + "1867 Dark \n", + "1870 Dark \n", + "1884 Dark and late \n", + "1906 cold \n", + "1913 Dark \n", + "1926 I don't know \n", + "1930 Night time \n", + "1950 Very cold \n", + "1952 Cold \n", + "1959 Dark \n", + "1965 Dark \n", + "1967 Dark \n", + "1971 Dark \n", + "1972 Dark \n", + "1975 Dark \n", + "1981 Cold \n", + "1992 Cold \n", + "1996 Dark & cold \n", + "2005 Dark and cold \n", + "2023 Cold wet and dark \n", + "2030 Dark \n", + "2032 Dark \n", + "2041 Cold Dark \n", + "2044 Damp cold \n", + "2047 Cold and dark \n", + "2048 Night time \n", + "2069 dark \n", + "2076 Dark \n", + "2083 Cold \n", + "2094 Night time so dark \n", + "2108 Dark \n", + "2115 Eveninh \n", + "2128 Dark wet \n", + "2132 Cold \n", + "2143 Cold dark \n", + "2144 Night with a clear sky \n", + "2152 Night time \n", + "2154 Cold \n", + "2163 Cold n dark \n", + "2164 Dark \n", + "2175 Dark night and cold \n", + "2176 Dark and cold \n", + "2190 Cold miserable \n", + "2196 Night \n", + "2198 Cold and damp with mist \n", + "2225 Cold \n", + "2228 Cold Dark \n", + "2236 Cold \n", + "2240 Night \n", + "2245 Wet and dark \n", + "2247 Cold \n", + "2258 I don't know \n", + "2263 Drizzly \n", + "2282 Night time dark cold \n", + "2291 Dark \n", + "2300 Dark \n", + "2303 Nighr \n", + "2306 Too relaxed to check \n", + "2311 Dark \n", + "2315 Night Dark \n", + "2327 Dark & cold \n", + "2341 Dark and cold \n", + "2348 Night time \n", + "2356 Dark \n", + "2361 Dark \n", + "2366 Night time \n", + "2369 Dark \n", + "2418 Darl \n", + "2424 Cold \n", + "2494 Cold \n", + "2508 Cold damp \n", + "2514 Very cold \n", + "2541 Cold \n", + "2616 I don't know \n", + "2694 Cold \n", + "2710 Calm \n", + "2886 Cold and overcast \n", + "2896 Cold damp \n", + "2905 I don't know \n", + "2992 Cold \n", + "3027 Cold \n", + "3039 dark \n", + "3042 Cold \n", + "3052 Dark cold \n", + "3063 Dark \n", + "3101 Dark \n", + "3125 Cold..dark..gloomy \n", + "3145 Night time \n", + "3161 Dark and raining \n", + "3210 I don't know \n", + "3219 Dark raining \n", + "3223 cold \n", + "3233 Night \n", + "3259 Nightime \n", + "3261 Dark and cold \n", + "3268 Night time \n", + "3285 Dark \n", + "3289 Dark cold wet \n", + "3292 Dark night and cold \n", + "3306 dark \n", + "3309 Cold \n", + "3313 Cold \n", + "3318 Dark \n", + "3325 Dark but cloudy \n", + "3389 Clear cold night \n", + "3395 Cold \n", + "3402 Dark cold \n", + "3405 Night time cold \n", + "3410 Dark \n", + "3417 Night \n", + "3437 Night time \n", + "3440 Dark n cold \n", + "3481 Dark \n", + "3500 Cold \n", + "3518 I don't know \n", + "3524 Night \n", + "3541 Dark \n", + "3546 Clear but cold \n", + "3552 Dark \n", + "3554 Cold and dark \n", + "3581 Night \n", + "3595 Dark \n", + "3609 Dark wet \n", + "3611 Cold damp \n", + "3612 Dark \n", + "3644 Dull grey day \n", + "3683 Cold \n", + "3725 Wet & gloomy \n", + "3744 Cold \n", + "3752 Misty and grey \n", + "4144 Cold \n", + "4289 Dark \n", + "4292 Cold \n", + "4327 Cold \n", + "4332 Damp \n", + "4346 Dark \n", + "4377 Night time \n", + "4378 Dark n cold \n", + "4388 Damp foggy \n", + "4420 Dark \n", + "4427 Dark \n", + "4462 Dark stormy \n", + "4470 Dark \n", + "4483 Dark and drizzling \n", + "4495 Dark \n", + "4517 Dry \n", + "4530 Night time \n", + "4538 Dark and cold \n", + "4542 dark \n", + "4549 Settled evening \n", + "4553 Dark \n", + "4554 Dark \n", + "4561 Dark \n", + "4563 Cold and dark \n", + "4575 Night \n", + "4603 Dark n cold \n", + "4614 Dark foggy \n", + "4635 Dark \n", + "4642 Late/ dark \n", + "4643 Dark freezing \n", + "4673 Dark and cold \n", + "4702 Night time \n", + "4729 Night \n", + "4731 Damp \n", + "4767 Dark \n", + "4768 Dont know \n", + "4777 Dark \n", + "4779 Cold and dark \n", + "4802 Dark wet \n", + "4816 Night \n", + "4817 Just dark and quiet \n", + "4821 Dark and clear \n", + "4846 Dark \n", + "4848 Night time \n", + "4851 Dry \n", + "4852 Night time \n", + "4868 dark \n", + "5106 I don't know \n", + "5419 I don't know \n", + "5540 Dark \n", + "5592 Dark and grey \n", + "5666 Dark n cold \n", + "5698 Dark \n", + "5701 Night \n", + "5779 Night \n", + "5780 I don't know \n", + "5828 Dark \n", + "5847 Damp, mild \n", + "5866 Cold n wet n dark \n", + "5887 Cold \n", + "5902 Night time \n", + "5932 Dark \n", + "5939 Dark wet \n", + "5944 Night time \n", + "5976 Dark \n", + "5990 Cold \n", + "6010 Dark \n", + "6011 Night \n", + "6013 Night \n", + "6041 Night \n", + "6056 Dark \n", + "6069 Dark and clear \n", + "6101 Night time \n", + "6117 Dark \n", + "6215 dark \n", + "6256 Mild dry \n", + "6303 Wet and dull \n", + "6632 Wet and grey \n", + "6903 dark \n", + "6932 I can't tell \n", + "6981 Dark \n", + "7050 Dark \n", + "7059 Dark \n", + "7121 Dark \n", + "7125 dark \n", + "7129 Dark and cold \n", + "7143 Cold \n", + "7182 Dark n cold \n", + "7193 Dark \n", + "7199 Cold dark and wet \n", + "7202 Night \n", + "7210 Damp cold \n", + "7212 Dark \n", + "7231 Damp \n", + "7241 Dark \n", + "7244 Dark and cold \n", + "7280 Dark \n", + "7357 Night \n", + "7398 Don't know \n", + "7416 Dark \n", + "7471 Dark \n", + "7533 Overcast and miserable \n", + "7630 Cloudy rainy windy cold \n", + "8201 Dark \n", + "8220 dark \n", + "8242 Dark n cold \n", + "8259 Dark \n", + "8312 Dark \n", + "8380 Dark \n", + "8384 Night \n", + "8388 Don't know \n", + "8400 Night \n", + "8425 dark \n", + "8455 Dark miserable cold \n", + "8458 Night \n", + "8463 Cold n dark \n", + "8468 Dark \n", + "8488 Night \n", + "8495 Dark \n", + "8500 Dark \n", + "8662 Night \n", + "8663 Night \n", + "8680 Dark and cold \n", + "8699 Night time so dark ;) \n", + "8724 Night \n", + "8859 Wet gloomy \n", + "8879 Damp relatively mild \n", + "9325 Dull and wet \n", + "9419 Damp \n", + "9479 Dark \n", + "9532 Night \n", + "9543 cold \n", + "9581 Don't know \n", + "9623 Dark n cold \n", + "9628 Cold \n", + "9676 Cold night \n", + "9697 dark \n", + "9704 Dark \n", + "9718 Cold n dark \n", + "9722 Dark and cold \n", + "9744 Dark \n", + "9765 Dark \n", + "9812 Cold \n", + "9822 Night \n", + "9851 Cold and dry \n", + "9855 Night time \n", + "9865 Cold \n", + "9885 Calm \n", + "9889 Frosty \n", + "9906 Dark nightime \n", + "9952 Night dark \n", + "9983 Frosty cold night \n", + "9991 Freezing \n", + "9996 Dark and cold \n", + "10009 Night \n", + "10010 Night \n", + "10015 Icy \n", + "10030 Frosty \n", + "10034 Frosty \n", + "10036 Clear and cold \n", + "10062 Frosty \n", + "10116 Cold & sunny \n", + "10129 Cold but sunny \n", + "10130 Icy \n", + "10150 cold \n", + "10171 Frosty \n", + "10186 Icy \n", + "10225 Icey \n", + "10249 Clear \n", + "10260 Frosty \n", + "10266 Frosty morning \n", + "10281 Frosty \n", + "10306 Very cold \n", + "10319 Frosty \n", + "10491 Cold \n", + "10571 Dismally \n", + "10622 Bright but cold \n", + "10681 Cold \n", + "10713 Dark \n", + "10750 Cold \n", + "10758 Cold \n", + "10762 Dark \n", + "10775 Cold \n", + "10785 Dark \n", + "10790 Dark \n", + "10804 Very cold \n", + "10810 Don't know \n", + "10811 Icy \n", + "10821 dark \n", + "10849 Beautiful clear night sky, but cold. Surprised that you don't have a night option as two questionnaires will be filled in after dark. \n", + "10854 Dark n cold \n", + "10859 Dark and cold \n", + "10865 Clear \n", + "10871 Dark \n", + "10872 Cold wet and windy \n", + "10878 Dark & dry \n", + "10880 Dark \n", + "10896 Icy and cold \n", + "10906 Dark and cold \n", + "10908 Dark \n", + "10924 Cold \n", + "10931 Cold and dry \n", + "10936 Night time \n", + "10945 Night Dark \n", + "10950 Dark and cold \n", + "10951 Cold but clear \n", + "10970 Dark \n", + "10972 dark \n", + "10973 Cold \n", + "10976 Dark and cold \n", + "10986 Night \n", + "10991 Nite \n", + "10993 Dark \n", + "10994 Sunny but cold...too cold \n", + "10998 Night time \n", + "11011 Freezing cold \n", + "11012 Cold \n", + "11016 Dark n cold \n", + "11025 Dark \n", + "11031 Cold \n", + "11035 Very cold \n", + "11047 Freezing \n", + "11048 Icy \n", + "11050 Dark \n", + "11054 Dark night time \n", + "11056 Cold \n", + "11058 Night time \n", + "11065 Cold and clear \n", + "11067 Dark and cold \n", + "11068 Frosty \n", + "11074 Cold \n", + "11081 Frosty \n", + "11088 Frosty \n", + "11093 Cold and icy \n", + "11097 Frosty \n", + "11102 Dark \n", + "11105 Bloody freezing \n", + "11114 Dark and cold \n", + "11121 Night Dark \n", + "11138 Cold \n", + "11149 Dark \n", + "11157 Frosty \n", + "11161 Cold clear night. Not sunny but moony! \n", + "11164 Cold \n", + "11172 Cold \n", + "11174 Cold and frosty \n", + "11181 Frosty \n", + "11186 Dark \n", + "11188 Very cold clear night \n", + "11200 Evening \n", + "11205 Cold dark \n", + "11206 Dark \n", + "11209 Freezing \n", + "11210 Freezing \n", + "11215 Cold \n", + "11228 Dark \n", + "11230 Dark and cold \n", + "11234 Frosty \n", + "11236 Icy \n", + "11243 Cold \n", + "11244 Damp \n", + "11246 Clear - frosty \n", + "11248 Frosty and cold their is ice on the paths and roads. \n", + "11255 Freezing and dark \n", + "11260 Very cold night \n", + "11280 Cold -3 \n", + "11281 Freezing \n", + "11286 Dark \n", + "11288 Frosty, cold \n", + "11296 cold and frosty \n", + "11300 Frosty \n", + "11310 -2 Icey \n", + "11314 Frosty and cold \n", + "11328 Icy \n", + "11362 Frosty and cold .. \n", + "11384 Frosty \n", + "11389 Frosty \n", + "11391 Frosty \n", + "11392 Icy \n", + "11420 Frosty \n", + "11423 Frosty \n", + "11450 Frosty \n", + "11455 Cold icy \n", + "11464 Freezing and sunny \n", + "11476 Icy roads and paths freezing \n", + "11479 Cold and frosty \n", + "11483 Icy \n", + "11492 Frosty but bright \n", + "11494 Cold \n", + "11503 Frosty \n", + "11527 Icy \n", + "11538 Frosty and cold \n", + "11539 Frosty \n", + "11546 Frosty \n", + "11565 Frosty \n", + "11586 Frosty \n", + "11594 Very cold \n", + "11605 Frosty \n", + "11607 Frosty \n", + "11643 Cold \n", + "11676 Cold \n", + "11686 very cold \n", + "11701 Frosty .. cold \n", + "11703 Freezing cold the paths and roads are still white back is still hurting. \n", + "11763 Freezing \n", + "11783 Very cold \n", + "11789 Cold \n", + "11794 Frosty \n", + "11819 Frosty cold \n", + "11863 Cold \n", + "11919 very cold \n", + "11961 Cold \n", + "11973 Frosty \n", + "11980 Dark freezing cold . \n", + "11982 Clear \n", + "11998 Night time \n", + "12007 Dark \n", + "12036 Clear and cold \n", + "12055 Dark and cold \n", + "12060 Dark frosty \n", + "12067 Icey cold \n", + "12069 Cold \n", + "12078 Dark \n", + "12093 Dark \n", + "12101 Very cold \n", + "12119 Frosty and cold \n", + "12120 Fair but cold \n", + "12130 Dark \n", + "12132 Don't forget know \n", + "12142 Freezing cold \n", + "12147 Dark and cold \n", + "12160 Dark Night \n", + "12161 Frosty \n", + "12164 Cold \n", + "12167 Dark and cold \n", + "12168 Cold. \n", + "12180 Overcast \n", + "12185 Cold \n", + "12190 Very cold \n", + "12201 Cold \n", + "12204 Cold \n", + "12212 Dark & cold \n", + "12217 Cold dark and icy \n", + "12235 dark \n", + "12239 Frosty.... very cold... \n", + "12254 Dark cloudy cold \n", + "12255 Cold \n", + "12259 Freezing cold \n", + "12260 Icy \n", + "12267 Cold \n", + "12269 Cold - freezing \n", + "12270 Clear sky and very cold \n", + "12273 Dark \n", + "12274 Cold n dark \n", + "12280 Cold and dark \n", + "12288 Dark and cold \n", + "12293 Cold \n", + "12298 Over cast \n", + "12303 Dark and freezing \n", + "12309 Dark \n", + "12319 Cold \n", + "12320 Frosty roads and paths are white my back is in pain still. \n", + "12329 Freezing cold \n", + "12334 Very cold \n", + "12335 COLD! ICY! DARK! \n", + "12337 Freezing cold \n", + "12341 very cold \n", + "12347 Frosty \n", + "12351 Cold \n", + "12360 Freezing \n", + "12361 Night \n", + "12367 Cold \n", + "12378 Frosty \n", + "12388 Freezing \n", + "12391 Clear and very cold \n", + "12396 Ice \n", + "12399 Very cold \n", + "12406 Dark and very cold \n", + "12416 Dark \n", + "12431 Dark \n", + "12434 Cold \n", + "12441 Dark and cold outside \n", + "12448 Dark \n", + "12453 Frosty \n", + "12469 cold \n", + "12477 Cold and frosty \n", + "12481 Freezing \n", + "12486 Night \n", + "12489 Cold \n", + "12490 Dark \n", + "12491 Cold \n", + "12510 Frosty and cold \n", + "12511 Night \n", + "12519 Night Dark \n", + "12525 Frosty \n", + "12535 Cold \n", + "12549 Really cold and icy \n", + "12559 Freezing \n", + "12568 Frosty \n", + "12638 Frosty \n", + "12662 Cold and frosty \n", + "12676 Cold-2 \n", + "12677 COLD \n", + "12685 Cold \n", + "12689 Frosty \n", + "12736 Frosty \n", + "12743 Frosty \n", + "12744 Icy \n", + "12780 Frosty \n", + "12814 Icey \n", + "12827 Very cold \n", + "12829 Frosty cold icy \n", + "12841 Cold \n", + "12935 Frosty \n", + "12979 Cold \n", + "13038 Sunny but cold \n", + "13128 Cold icy \n", + "13155 Cold \n", + "13202 Night time \n", + "13203 Very cold \n", + "13215 Dark \n", + "13231 Clear \n", + "13233 Dark \n", + "13234 Dark \n", + "13242 Very cold \n", + "13246 Dark n cold \n", + "13272 Cold and frosty \n", + "13284 Cold \n", + "13295 Clear and cold \n", + "13299 Fucking freezing \n", + "13302 Cold \n", + "13323 Frosty \n", + "13324 Very cold \n", + "13326 Cold wet and dark \n", + "13331 Cold \n", + "13349 Cold and dark \n", + "13370 Dark \n", + "13371 Cold \n", + "13376 Freezing ! \n", + "13377 Icy cold \n", + "13381 Dark and cold \n", + "13391 Dark & cold \n", + "13393 Cold and dark \n", + "13399 Very cold \n", + "13400 Cold-3 out side my back is still hurting like hell. \n", + "13410 Clear night but cold \n", + "13414 Cold \n", + "13417 Icy \n", + "13420 Frosty \n", + "13421 Dark \n", + "13439 Frosty and cold \n", + "13443 Frosty \n", + "13445 Dark and cold \n", + "13449 Cold \n", + "13450 Cold and dark \n", + "13451 Icy \n", + "13458 dark \n", + "13461 Night \n", + "13462 Dark and cold \n", + "13464 Dark \n", + "13471 Dark and cold \n", + "13474 Mild \n", + "13478 Cold \n", + "13491 Cold \n", + "13494 Freezing \n", + "13497 Cold \n", + "13500 Icy \n", + "13503 Dark \n", + "13507 Dark & cold \n", + "13508 Cold \n", + "13510 Dark & cold \n", + "13519 Dark and cold \n", + "13524 dark and cold \n", + "13528 Dark and cold . Frosty \n", + "13533 Dsrk \n", + "13539 Freezing cold \n", + "13541 Frosty \n", + "13543 Dark \n", + "13549 Night time had a family day out \n", + "13550 Dark/night time \n", + "13552 Dark \n", + "13555 Cold n dark \n", + "13557 Dark and freezing \n", + "13559 Nightime \n", + "13563 Frosty \n", + "13564 Icy and below freezing \n", + "13569 Dark \n", + "13572 Clear and cold \n", + "13574 Dark \n", + "13580 Cold \n", + "13582 Dark \n", + "13586 Cold \n", + "13596 Cold \n", + "13598 Icy \n", + "13604 Basel and cold \n", + "13608 Freezing \n", + "13613 Frosty \n", + "13614 Very cold \n", + "13625 Dark \n", + "13626 Don't know \n", + "13627 Night \n", + "13630 Very cold \n", + "13634 Frosty \n", + "13658 Cold and clear skies \n", + "13669 Frosty \n", + "13676 Cold clear \n", + "13680 Night \n", + "13695 Cold \n", + "13698 Freezing \n", + "13701 Dark and cold \n", + "13707 Freezing \n", + "13721 Icey \n", + "13725 Cold \n", + "13727 Freezing roads and path's are white and still my backs in pain owch and I have taken all my pain killers. \n", + "13738 Dusk and currently rainy. \n", + "13743 Cold \n", + "13748 Night Dark \n", + "13750 Cold \n", + "13753 Cold and frosty \n", + "13775 Dark \n", + "13777 Freezing minus 1 \n", + "13797 Cold \n", + "13798 dark \n", + "13801 Freezing \n", + "13806 Frosty \n", + "13810 Frosty & very cold \n", + "13811 Icy \n", + "13817 Freezing \n", + "13820 Frosty \n", + "13834 Freezing \n", + "13844 Icy \n", + "13847 Frosty \n", + "13848 Cold and icy \n", + "13856 very cold \n", + "13862 Sunny and frosty \n", + "13867 Frosty \n", + "13917 Cold \n", + "13925 Foggy \n", + "13934 Frosty \n", + "13947 Frosty \n", + "13952 Cold \n", + "13961 Icey \n", + "13964 Cold \n", + "14002 Cold and frosty \n", + "14009 cold \n", + "14047 Wintery \n", + "14057 Freezing cold \n", + "14066 Freezing \n", + "14072 Frosty \n", + "14081 Frosty sun is out but its cold and my back is still in pain. \n", + "14142 Cold \n", + "14194 Dry but cold \n", + "14226 Freezing cold \n", + "14229 Cold \n", + "14234 Cold \n", + "14292 Icey \n", + "14360 Cold \n", + "14364 Cold and sunny \n", + "14431 Frosty and cold \n", + "14433 Dark \n", + "14434 Sunny with a chill \n", + "14446 Cold and damp \n", + "14451 Cold \n", + "14476 Cold \n", + "14477 Dark \n", + "14487 Dark \n", + "14497 Frosty clear \n", + "14499 Dark \n", + "14503 Cold \n", + "14506 Dark but clear sky \n", + "14511 Icey \n", + "14519 Cold and dark \n", + "14535 Cold \n", + "14538 Freezing cold \n", + "14539 Very cold \n", + "14548 Cold n dark \n", + "14560 Cold \n", + "14578 Frosty \n", + "14581 Frosty \n", + "14589 Dark & cold \n", + "14599 Frosty \n", + "14617 Dark and cold \n", + "14634 Dark \n", + "14649 Dark and cold \n", + "14653 Cold \n", + "14656 Very cold \n", + "14669 Clear and dark \n", + "14671 Dark \n", + "14675 Dark \n", + "14676 Dark Night \n", + "14680 Dark \n", + "14683 Freezing \n", + "14686 Cold and dark \n", + "14687 Night time. \n", + "14700 Cold \n", + "14704 very cold \n", + "14712 Cold \n", + "14726 Dark and cold,but dry \n", + "14732 Cold frosty night \n", + "14743 Dark \n", + "14745 Cold \n", + "14746 Cold \n", + "14751 Dark \n", + "14752 Dark \n", + "14763 Cold n dark \n", + "14768 Cold and dark \n", + "14775 Night \n", + "14777 dark \n", + "14785 Freezing \n", + "14786 Dark cold \n", + "14788 Dark \n", + "14801 Dark and below freezing \n", + "14806 Dark \n", + "14807 Cold and dark \n", + "14837 Cold and wet \n", + "14861 Cold \n", + "14863 Dark and clear sky \n", + "14869 Clear and dark \n", + "14873 Dry \n", + "14876 Night time \n", + "14887 Cold \n", + "14891 Very cold \n", + "14901 Cold \n", + "14906 Cold \n", + "14907 Cold \n", + "14908 Freezing \n", + "14917 Dark and cold \n", + "14918 Cold \n", + "14931 Cold and damp \n", + "14933 Cold frosty night \n", + "14935 Very dark and cold \n", + "14944 Cold \n", + "14948 Cold \n", + "14953 Dark \n", + "14959 Cold \n", + "14961 Cold \n", + "14972 Dark \n", + "14976 Very cold \n", + "14979 Dark \n", + "14984 Night night clear. \n", + "14999 Cold and frosty \n", + "15001 Night time. Dark \n", + "15006 Night \n", + "15007 Dark \n", + "15022 Dark and cold \n", + "15034 Night \n", + "15035 Dark \n", + "15052 Night \n", + "15061 Below 0 degrees \n", + "15063 Dark cold \n", + "15068 Icey \n", + "15071 Very cold \n", + "15091 Dark morning \n", + "15095 dark \n", + "15096 Really cold and icy \n", + "15103 Freezing \n", + "15117 Cold \n", + "15135 Clear morning but cold \n", + "15158 Freezing cold \n", + "15191 Cold \n", + "15208 Cold \n", + "15224 Dull and cloudy \n", + "15237 Cold \n", + "15248 Very cold \n", + "15272 Cold very \n", + "15332 Cold \n", + "15337 Cold \n", + "15345 Sunny and cold \n", + "15441 Cold \n", + "15486 Cold \n", + "15663 Cold \n", + "15734 Cold and grey \n", + "15755 Bright but cold \n", + "15763 Cold and dark \n", + "15782 Dark and cold \n", + "15787 Dark \n", + "15796 Dark and cold \n", + "15798 Cold \n", + "15800 Dark & cold \n", + "15810 Night time \n", + "15812 Cold \n", + "15821 Freezing \n", + "15828 Cold \n", + "15848 Dark, cold \n", + "15855 Cold \n", + "15862 Cold \n", + "15864 Dark & cold \n", + "15865 Getting icey \n", + "15870 Freezing \n", + "15871 Dark \n", + "15882 Clear and dark \n", + "15901 Cold \n", + "15910 Cold but dry \n", + "15917 Night time \n", + "15920 Dark & cold \n", + "15925 night time \n", + "15944 Dark and cold \n", + "15960 Dark but clear sky \n", + "15965 Dark but mild \n", + "15980 Cold \n", + "15989 Dark and cold \n", + "15992 Pitch black \n", + "15996 Dark \n", + "16002 Dark and dry and cold \n", + "16006 Dark and frosty \n", + "16007 Freezing \n", + "16015 Dark \n", + "16024 dark \n", + "16026 Cold and dark \n", + "16031 Datk \n", + "16033 Freezing \n", + "16037 Clear and cold \n", + "16050 Cold n dark \n", + "16053 Cold \n", + "16054 Dark \n", + "16076 Dark \n", + "16078 Dark \n", + "16079 Icey \n", + "16094 Cold \n", + "16106 Night time \n", + "16108 Dark \n", + "16111 Damp and dark \n", + "16118 Freezing &dark \n", + "16125 Freezing and dark \n", + "16149 Cold \n", + "16169 Dark \n", + "16175 Freezing \n", + "16181 Dark and cold \n", + "16190 Dark \n", + "16192 Night time \n", + "16198 Night \n", + "16202 - 10 ... freezing lol \n", + "16203 Dark cold \n", + "16211 Cold \n", + "16212 Cold \n", + "16215 Night Dark \n", + "16216 cold \n", + "16217 Cold \n", + "16222 Night \n", + "16228 Dark and damp \n", + "16243 Night time \n", + "16255 Dark and damp \n", + "16264 Cold \n", + "16269 Cold and frosty \n", + "16273 Freezing cold \n", + "16280 Freezing temperatures \n", + "16287 Dark & cold \n", + "16289 Nightime very cold frost \n", + "16290 No idea, I'm in a basement \n", + "16296 Dark and cold \n", + "16299 Cold and dark \n", + "16301 Night time \n", + "16319 Dark cold but dry \n", + "16322 Cold \n", + "16329 Cold out side and my back is in pain again owch ah. \n", + "16339 Baltic \n", + "16341 Frosty cold \n", + "16349 Dark but clear sky \n", + "16353 Dark \n", + "16354 Cold freezing windy \n", + "16366 Cold \n", + "16386 Frosty and sunny \n", + "16389 Frosty \n", + "16399 Dark \n", + "16410 Freezing and icy \n", + "16429 Cold \n", + "16448 Frosty \n", + "16451 Cold and cloudy \n", + "16453 Frosty \n", + "16458 Frosty \n", + "16461 Cold \n", + "16462 Clear \n", + "16463 Frosty \n", + "16476 Cold \n", + "16510 Cold \n", + "16511 Icy \n", + "16533 Sunny but very cold \n", + "16537 Freezing \n", + "16584 Dry but cold \n", + "16586 Cold \n", + "16728 Icy \n", + "16745 Cold \n", + "16833 Cold \n", + "16852 Cold \n", + "16862 Dry but cold \n", + "16984 Sunny and cold \n", + "17020 Freezing \n", + "17028 Dry and dull \n", + "17035 Cold \n", + "17039 Dark \n", + "17083 Dark And frosty \n", + "17084 Really cold and windy \n", + "17089 Night time \n", + "17095 Dark and very cold \n", + "17096 Cold and dark \n", + "17104 Dark, clear sky \n", + "17106 Dark and cold \n", + "17109 Dark \n", + "17114 Dark \n", + "17118 Cold \n", + "17126 Night time \n", + "17128 Cold clear night \n", + "17130 Cold \n", + "17136 Clear night \n", + "17139 Fair but cold \n", + "17151 Dark and cold \n", + "17157 Cold \n", + "17160 Night time clear. \n", + "17161 Cold \n", + "17172 Dark and cold \n", + "17192 Cold \n", + "17195 Dark \n", + "17197 Dark cold \n", + "17213 Dark and cold \n", + "17215 Breezy \n", + "17232 Very cold \n", + "17233 Dark \n", + "17246 Dark night \n", + "17253 Cold and dark \n", + "17254 Cold n dark \n", + "17271 Cold \n", + "17274 Cold \n", + "17282 Dark and damp \n", + "17300 Cold \n", + "17315 Dark and cold \n", + "17317 dark \n", + "17333 Cold \n", + "17337 Cold n dark \n", + "17338 Frosty - freezing cold \n", + "17339 Cold \n", + "17340 Cold ..... \n", + "17347 Night time \n", + "17349 Dark and cold \n", + "17350 Cold and dark \n", + "17352 Night time \n", + "17363 Dark but very clear sky \n", + "17365 Dark and cloudy \n", + "17368 Dark and cold \n", + "17373 Cold \n", + "17375 Freezing \n", + "17376 Very cold and dark \n", + "17404 Dark \n", + "17408 Dark and misty \n", + "17409 Cold and dark \n", + "17410 Cold \n", + "17418 Dark \n", + "17426 Very cold \n", + "17434 dark \n", + "17437 Calm and cold \n", + "17446 Cold \n", + "17449 cold \n", + "17458 Dark and freezing \n", + "17464 Cold \n", + "17477 Cold \n", + "17484 At a show \n", + "17487 Cold \n", + "17507 Cold \n", + "17509 Cold \n", + "17522 Cold \n", + "17530 Cold \n", + "17534 Nightime \n", + "17536 Night time & clear. Frosty. \n", + "17542 Very cold \n", + "17574 Cold \n", + "17579 Cold 6 dark and frost9 \n", + "17581 Frosty \n", + "17583 Dark and cold \n", + "17608 Cold and dark \n", + "17615 Night \n", + "17622 Dark cold \n", + "17626 Cold and dark my back is in pain just had to clean the car it was covered in seagull shit. \n", + "17632 dark \n", + "17645 Very cold \n", + "17655 Dark outside \n", + "17670 Dark \n", + "17678 Cold \n", + "17706 Cold \n", + "17708 Freezing \n", + "17713 Icy \n", + "17716 Cold and cloudy \n", + "17722 Frosty \n", + "17723 Cold \n", + "17748 Foggy and freezing cold \n", + "17756 Frosty \n", + "17769 Sunny & freezing icey \n", + "17771 Cold \n", + "17780 Freezing!!! \n", + "17810 Frosty \n", + "17816 Frosty \n", + "17871 Cloudy and sunny \n", + "17891 Frosty \n", + "17940 Sunny but cold \n", + "17953 Cold \n", + "18005 Cold grey and miserable \n", + "18032 Cold \n", + "18066 Mostly overcast \n", + "18111 Cold wet and damp raining \n", + "18167 Cold \n", + "18183 Don't know \n", + "18184 Cold \n", + "18236 Cold \n", + "18301 Cold and freezing \n", + "18339 Cold \n", + "18368 Cold and dark \n", + "18374 Cold n dark \n", + "18375 Dark \n", + "18382 Cold \n", + "18409 Dark cold \n", + "18419 Cold and dark \n", + "18420 Dark \n", + "18431 Dark and damp \n", + "18440 Dark and windy \n", + "18474 Don't know \n", + "18476 Cold \n", + "18478 Cold \n", + "18483 Dark \n", + "18493 Cold but dry \n", + "18498 Dark and cold \n", + "18515 Dark \n", + "18523 Night Dark \n", + "18530 Wet cold and dark \n", + "18538 Very cold \n", + "18557 Dark and cold \n", + "18574 Dark \n", + "18596 Cold and dark \n", + "18598 dark \n", + "18599 Dark n cold \n", + "18604 Night time \n", + "18612 Cold and dark \n", + "18632 Dark \n", + "18643 Dark and windy \n", + "18659 Cold \n", + "18661 Dark \n", + "18677 Dark \n", + "18693 Night \n", + "18696 Cold but dry \n", + "18701 Dark and cloudy \n", + "18702 Cold frosty night \n", + "18712 Nightime \n", + "18731 Dark \n", + "18736 Cold \n", + "18742 Night Dark \n", + "18745 Night \n", + "18749 Dark and frosty \n", + "18756 Night time cold and dark \n", + "18783 Dark \n", + "18787 It's dark and cold, \n", + "18792 Night \n", + "18808 cold \n", + "18845 Cold \n", + "18883 Cold and wet \n", + "18888 Night \n", + "18899 Dark cold night \n", + "18951 Dark \n", + "19266 Dry but cold \n", + "19349 Rain sunny and cloudy \n", + "19361 Cold wet and grim \n", + "19401 Showers \n", + "19574 Dark \n", + "19664 Cold dark and wet \n", + "19685 Dark and cold \n", + "19704 Dark cold \n", + "19714 Dark n cold \n", + "19715 Dark and cold \n", + "19775 Don't blue \n", + "19821 Dark \n", + "19888 Dark n cold \n", + "19940 Dark \n", + "19946 Dark & cold \n", + "19954 Dark night \n", + "19955 Dark but clear sky. Very windy \n", + "19956 Dark \n", + "20034 Dark \n", + "20041 Dark cold \n", + "20057 Night time and damp conditions \n", + "20092 Night time \n", + "20094 Dark and cold \n", + "20101 Night \n", + "20113 Dark and cold \n", + "20130 Night time \n", + "20156 dark \n", + "20221 Cold damp \n", + "20340 Dry but cold \n", + "20342 Cold \n", + "20584 Dry and cloudy \n", + "20629 Wet cold and grey \n", + "20635 Cold \n", + "20791 Dark \n", + "20795 Cold \n", + "20805 Dark \n", + "20832 Night \n", + "20860 Cold and dark \n", + "20865 Night time \n", + "20873 Dark n cold \n", + "20893 Cold \n", + "20896 Dark \n", + "20950 Very cold out but no rain \n", + "21000 Dark \n", + "21013 Dark \n", + "21019 Night Dark \n", + "21032 Dark \n", + "21033 Cold \n", + "21052 dark \n", + "21054 Night time \n", + "21056 Dark \n", + "21069 Cold n dark \n", + "21092 Dark and overcast \n", + "21098 Dark \n", + "21100 Dark \n", + "21102 Cold and windy \n", + "21115 Dark \n", + "21134 Dark and wet \n", + "21136 Very cold \n", + "21139 Dark and cloudy \n", + "21189 Dark \n", + "21201 Clear cold nightime \n", + "21203 Dark \n", + "21225 Dark outside \n", + "21226 Dark \n", + "21227 Dark \n", + "21238 Night Dark \n", + "21249 Calm \n", + "21251 Cold \n", + "21268 Dark \n", + "21269 In Venice and proposed to my partner!! She said yes.... \n", + "21275 Cold and dark \n", + "21283 Cold \n", + "21291 Night \n", + "21299 Damp cold winters night \n", + "21317 Rainy and cold \n", + "21340 Cold dark night \n", + "21347 dark \n", + "21436 Cold \n", + "21555 It's raining and very windy outside \n", + "21667 Cloudy and sunny \n", + "21922 Rain and hail Stones....and freezing cold \n", + "21944 Hail stoning \n", + "22011 Cold but not raining \n", + "22015 Cold, but calm. Not snowy. Otherwise fair. Fresh, even. \n", + "22019 Clear \n", + "22021 Dark \n", + "22053 Dark and cold \n", + "22082 Cold winters night \n", + "22088 Dark and cloudy \n", + "22124 Night Dark \n", + "22136 Dark n cold \n", + "22144 Night \n", + "22157 Dark \n", + "22169 Rather wet and high winds back is stii in pain. \n", + "22207 Dark \n", + "22290 dark \n", + "22294 Cold n dark \n", + "22295 Dark and windy \n", + "22296 Clear \n", + "22307 Dark \n", + "22312 Clear night \n", + "22335 Freezing cold \n", + "22349 Cold \n", + "22368 Night \n", + "22390 Dark \n", + "22411 Cold \n", + "22421 Dark and cold \n", + "22423 Night Dark \n", + "22462 Dark \n", + "22482 Cold and cloudy \n", + "22487 Dark \n", + "22513 Night time \n", + "22523 Dark but clear sky \n", + "22528 Wind and rain have taken all my tablets still no change in my back still hurting. \n", + "22544 Dark \n", + "22565 Cold winters night \n", + "22570 Cold and dark \n", + "22583 Cold night \n", + "22594 dark \n", + "22607 Cold \n", + "22631 Cloudy and windy, some rain \n", + "22647 Dark \n", + "22674 Dont know im still in bed \n", + "22728 Cold \n", + "22804 Cold but no rain \n", + "23021 Don't know as we're in the Tunnel! It was sunny when we left France \n", + "23115 Sunny,windy and very cold \n", + "23256 Dark \n", + "23271 Very cold \n", + "23276 Freezing/ cold \n", + "23315 Sun was out but its going down and its cold. \n", + "23318 Dark n cold \n", + "23321 Dark \n", + "23345 Dark and cold \n", + "23349 Dark and cold and damp \n", + "23411 Dark and cold \n", + "23412 Dark \n", + "23413 Cold \n", + "23416 Night Dark \n", + "23417 Dark \n", + "23430 I don't know \n", + "23434 Cold no rain \n", + "23449 Dark cold \n", + "23458 Dark \n", + "23478 Dark and cold \n", + "23489 Dark and cold \n", + "23511 Dark \n", + "23513 Dark & cold \n", + "23514 Dark \n", + "23515 Cold and rainy \n", + "23548 Cold \n", + "23549 Dark but clear sky \n", + "23562 Cold \n", + "23582 cold \n", + "23594 Cold n dark \n", + "23595 Frosty \n", + "23597 Cold \n", + "23612 Cold and showery \n", + "23621 Dark and very cold \n", + "23624 Dark \n", + "23627 dark \n", + "23644 Night time freezing \n", + "23651 Freezing \n", + "23657 Dark and crisp \n", + "23661 Cold \n", + "23662 Cold \n", + "23671 Cold \n", + "23673 Dark \n", + "23697 Cold clear night \n", + "23706 Cold \n", + "23728 Cold \n", + "23729 Night Dark \n", + "23740 Dark \n", + "23744 Night time \n", + "23753 Dark \n", + "23766 Freezing \n", + "23778 Frosty \n", + "23787 Night \n", + "23819 Frost on the ground and its-3 out side \n", + "23821 Cold \n", + "23827 Night \n", + "23828 Dark and cold \n", + "23835 Dark \n", + "23837 Cold and dark \n", + "23840 Cloudy but cold \n", + "23850 Dark and cold \n", + "23852 Dark \n", + "23855 Don't know \n", + "23859 Cold but dry \n", + "23871 Cold \n", + "23872 Cold \n", + "23874 Dark and quite \n", + "23875 Dark but clear \n", + "23877 Cold \n", + "23879 Dark and cold \n", + "23914 Dark but mild \n", + "23918 Cold \n", + "23937 Cold \n", + "24054 Windy \n", + "24081 Cold \n", + "24207 Rainy and windy and cloudy \n", + "24477 Cold wet and windy \n", + "24541 Windy, Rainy, and dull. \n", + "24600 Dark \n", + "24606 Dark, cloudy and windy with light rain \n", + "24611 Dark night \n", + "24621 Dark \n", + "24687 Cold wet windy and damp \n", + "24694 Dont know it's dark \n", + "24758 Dark \n", + "24767 Dark windy cold & raining \n", + "24811 Dark \n", + "24841 Dark n cold \n", + "24884 dark \n", + "24921 Dark \n", + "25017 Dark and wet \n", + "25055 Dark and rainy \n", + "25083 Dark n wet \n", + "25099 Dark cold \n", + "25106 Night Dark \n", + "25111 Night \n", + "25136 Dark with high clouds \n", + "25137 Cold \n", + "25157 Dark \n", + "25180 Icy \n", + "25186 Darkness \n", + "25204 Cold \n", + "25213 Cold \n", + "25257 Cold \n", + "25342 Dry but cold and cloudy \n", + "25379 Cold \n", + "25519 Cloudy and cold \n", + "25560 Very cold \n", + "25597 Cold \n", + "25735 Dark and cold \n", + "25741 Cold cold \n", + "25746 Cloudy and hailstones and cold and some sunshine \n", + "25801 Dark \n", + "25811 Dark \n", + "25817 Dark \n", + "25821 Dark n cold \n", + "25858 Dark but clear sky \n", + "25870 Clear \n", + "25888 Cold \n", + "25895 Cold \n", + "25933 Dark cold \n", + "25940 Dark, wet and cold \n", + "25950 Very cold \n", + "26000 Dark \n", + "26006 Cold \n", + "26012 dark \n", + "26013 Cold n dark \n", + "26041 Cloudy and cold \n", + "26058 Dark \n", + "26065 Cold \n", + "26076 Dark \n", + "26078 Dark and feels frosty \n", + "26153 Ice and frost \n", + "26156 Icey \n", + "26190 Dark cold \n", + "26198 Hail \n", + "26207 Clear cold night \n", + "26209 Night Dark \n", + "26248 Night \n", + "26254 Dark cold night \n", + "26257 Frosty \n", + "26264 Dark \n", + "26273 Cold and dark \n", + "26278 Dark \n", + "26285 Dark but clear \n", + "26306 Freezing cold \n", + "26309 Dark \n", + "26319 Cold \n", + "26329 Ice sub zero \n", + "26379 Cold wet grey and windy \n", + "26492 Weather cold no wind but the sky is grey it has been raining but it has stopped now. \n", + "26658 The weather has changed a lot of fog has come in since my last report. \n", + "26801 Dark \n", + "26802 Cloudy and rain \n", + "26808 Dark wet and windy \n", + "26906 Dark night \n", + "26985 Dark \n", + "26989 Night Dark \n", + "27018 Dark \n", + "27037 Cold clear night \n", + "27060 Dark and cold \n", + "27101 Cold night \n", + "27103 Dark and cloudy \n", + "\n", + " Q598 \\\n", + "2 NaN \n", + "3 NaN \n", + "5 NaN \n", + "10 NaN \n", + "11 NaN \n", + "16 NaN \n", + "26 NaN \n", + "37 NaN \n", + "49 NaN \n", + "54 NaN \n", + "58 NaN \n", + "64 NaN \n", + "82 NaN \n", + "83 NaN \n", + "109 NaN \n", + "113 NaN \n", + "117 NaN \n", + "122 NaN \n", + "126 NaN \n", + "137 NaN \n", + "142 NaN \n", + "156 NaN \n", + "158 NaN \n", + "214 NaN \n", + "253 NaN \n", + "263 NaN \n", + "277 NaN \n", + "310 NaN \n", + "324 NaN \n", + "332 NaN \n", + "363 NaN \n", + "400 NaN \n", + "427 NaN \n", + "432 NaN \n", + "434 NaN \n", + "475 NaN \n", + "476 NaN \n", + "477 NaN \n", + "491 NaN \n", + "510 NaN \n", + "514 NaN \n", + "522 NaN \n", + "534 NaN \n", + "547 NaN \n", + "552 NaN \n", + "560 NaN \n", + "567 NaN \n", + 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NaN \n", + "2044 NaN \n", + "2047 NaN \n", + "2048 NaN \n", + "2069 NaN \n", + "2076 NaN \n", + "2083 NaN \n", + "2094 NaN \n", + "2108 NaN \n", + "2115 NaN \n", + "2128 NaN \n", + "2132 NaN \n", + "2143 NaN \n", + "2144 NaN \n", + "2152 NaN \n", + "2154 NaN \n", + "2163 NaN \n", + "2164 NaN \n", + "2175 NaN \n", + "2176 NaN \n", + "2190 NaN \n", + "2196 NaN \n", + "2198 NaN \n", + "2225 NaN \n", + "2228 NaN \n", + "2236 NaN \n", + "2240 NaN \n", + "2245 NaN \n", + "2247 NaN \n", + "2258 NaN \n", + "2263 NaN \n", + "2282 NaN \n", + "2291 NaN \n", + "2300 NaN \n", + "2303 NaN \n", + "2306 NaN \n", + "2311 NaN \n", + "2315 NaN \n", + "2327 NaN \n", + "2341 NaN \n", + "2348 NaN \n", + "2356 NaN \n", + "2361 NaN \n", + "2366 NaN \n", + "2369 NaN \n", + "2418 NaN \n", + "2424 NaN \n", + "2494 NaN \n", + "2508 NaN \n", + "2514 NaN \n", + "2541 NaN \n", + "2616 NaN \n", + "2694 NaN \n", + "2710 NaN \n", + "2886 NaN \n", + "2896 NaN \n", + "2905 NaN \n", + "2992 NaN \n", + "3027 NaN \n", + 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11/12/2019 22:03 1 11 12 4 \n", + "26264 11/12/2019 22:21 1 11 12 4 \n", + "26273 11/12/2019 22:35 4 11 12 4 \n", + "26278 11/12/2019 22:42 1 11 12 4 \n", + "26285 11/12/2019 22:56 2 11 12 4 \n", + "26306 12/12/2019 07:20 4 12 12 1 \n", + "26309 12/12/2019 07:22 3 12 12 1 \n", + "26319 12/12/2019 07:33 3 12 12 1 \n", + "26329 12/12/2019 07:43 1 12 12 1 \n", + "26379 12/12/2019 08:38 2 12 12 1 \n", + "26492 12/12/2019 09:51 2 12 12 1 \n", + "26658 12/12/2019 13:11 2 12 12 2 \n", + "26801 12/12/2019 16:38 3 12 12 3 \n", + "26802 12/12/2019 16:39 3 12 12 3 \n", + "26808 12/12/2019 16:46 2 12 12 3 \n", + "26906 12/12/2019 17:33 3 12 12 3 \n", + "26985 12/12/2019 20:20 3 12 12 4 \n", + "26989 12/12/2019 20:24 3 12 12 4 \n", + "27018 12/12/2019 20:42 1 12 12 4 \n", + "27037 12/12/2019 21:02 1 12 12 4 \n", + "27060 12/12/2019 21:06 2 12 12 4 \n", + "27101 12/12/2019 21:48 2 12 12 4 \n", + "27103 12/12/2019 21:52 2 12 12 4 " + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata[~pd.isnull(appdata['Q798'])]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(27135, 15)" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(463, 15)" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata[~pd.isnull(appdata['Q598'])].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(1571, 15)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata[~pd.isnull(appdata['Q798'])].shape" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "260" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata[~pd.isnull(appdata['Q798'])]['userid'].nunique() #.sample(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(52, 10)\n" + ] + }, + { + "data": { + "text/html": [ + "
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useridQ1Q2Q3Q4Q5Q6Q7Q798Q598OperationTimestampCellDayMonthTimeBin
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" + ], + "text/plain": [ + " userid Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q798 Q598 \\\n", + "0 26470 5 2 1 3.000 1 2 3 NaN NaN \n", + "1 26312 2 2 2 nan 2 5 3 NaN NaN \n", + "2 26252 1 2 2 nan 2 2 98 Cold NaN \n", + "3 26380 13 3 1 1.000 1 2 98 Dark and dull NaN \n", + "4 26330 1 2 2 nan 2 3 3 NaN NaN \n", + "\n", + " OperationTimestamp Cell Day Month TimeBin \n", + "0 21/11/2019 07:01 2 21 11 1 \n", + "1 21/11/2019 07:01 3 21 11 1 \n", + "2 21/11/2019 07:02 3 21 11 1 \n", + "3 21/11/2019 07:02 3 21 11 1 \n", + "4 21/11/2019 07:02 3 21 11 1 " + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(appdata.shape)\n", + "appdata.head(5)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "411" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "appdata['userid'].nunique()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python [conda env:py36tf115] *", + "language": "python", + "name": "conda-env-py36tf115-py" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}