CoronaVirus Data Resources | Learn Python with Updated COVID-19 Data


CoronaVirus Data for Data Science Learning
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DOWNLOAD: COV-19 CSV File: data.csv   |  RETURN HOME   |  COVID-19-Data-Plots">   |  Jupyter Notebook

The effects the CoronVirus will have on the world is astounding. The restrictions that have been imposed because of the COVID-19 Pandemic will effect automobile accidents, crime, the typical flu statistics, businesses, prices, politics and dozens of other fields where data can be gathered and analyzed. As Data Scientist you can learn to see the results of these effects first hand. If you are under quarantine this is a fantastic time and opportunity to learn Data Science with live data.
Data Resources:
https://www.worldometers.info
https://github.com/CSSEGISandData/COVID-19

NOTE: This data is provided for the purpose of learning scraping, Python code and graphs\plots. Although extremely close to the original data it may have slight errors in the times.


Date,Time,Timestamp,HoursSinceUpdate,ConfirmedCases,Deaths
09/03/2020,04:30:00,1583699400,10.56,589,22
10/03/2020,05:30:00,1583789400,25.0,708,27
10/03/2020,23:35:00,1583854500,18.08,975,30
11/03/2020,04:25:00,1583871900,4.83,1010,31
11/03/2020,15:17:00,1583911020,10.87,1016,31
11/03/2020,23:35:00,1583940900,8.3,1301,38
12/03/2020,03:25:00,1583954700,3.83,1327,38
12/03/2020,11:37:00,1583984220,8.2,1336,38
12/03/2020,22:00:00,1584021600,10.38,1639,40
13/03/2020,00:05:00,1584029100,2.08,1715,41
13/03/2020,01:35:00,1584034500,1.5,1725,41
13/03/2020,03:45:00,1584042300,2.17,1747,41
13/03/2020,06:00:00,1584050400,2.25,1762,41
13/03/2020,15:25:00,1584084300,9.42,1832,41
13/03/2020,22:25:00,1584109500,7.0,2269,48
14/03/2020,02:40:00,1584124800,4.25,2291,50
14/03/2020,07:14:00,1584141240,4.57,2319,50
14/03/2020,16:45:00,1584175500,9.52,2499,51
14/03/2020,23:03:00,1584198180,6.3,2836,57
15/03/2020,05:00:00,1584219600,5.95,2982,60
15/03/2020,05:40:00,1584222000,0.67,2995,60
15/03/2020,07:05:00,1584227100,1.42,3043,60
15/03/2020,19:00:00,1584270000,11.92,3329,63
15/03/2020,20:05:00,1584273900,1.08,3400,63
15/03/2020,21:15:00,1584278100,1.17,3621,63
15/03/2020,22:15:00,1584281700,1.0,3502,63
16/03/2020,00:35:00,1584290100,2.33,3714,68
16/03/2020,02:48:00,1584298080,2.22,3777,69
16/03/2020,05:36:00,1584308160,2.8,3782,69
16/03/2020,08:29:00,1584318540,2.88,3802,69
16/03/2020,18:40:00,1584355200,10.18,4186,73
16/03/2020,22:40:00,1584369600,4.0,4597,86
17/03/2020,00:45:00,1584377100,2.08,4667,87
17/03/2020,02:40:00,1584384000,1.92,4704,91
17/03/2020,06:35:00,1584398100,3.92,4727,93
17/03/2020,10:31:00,1584412260,3.93,4743,93
17/03/2020,14:38:00,1584427080,4.12,4752,93
17/03/2020,18:41:00,1584441660,4.05,5723,97
17/03/2020,21:55:00,1584453300,3.23,6211,102
17/03/2020,22:40:00,1584456000,0.75,6349,106
18/03/2020,02:20:00,1584469200,3.67,6499,112
18/03/2020,06:05:00,1584482700,3.75,6522,116
18/03/2020,10:10:00,1584497400,4.08,6524,116
18/03/2020,16:15:00,1584519300,6.08,7601,116
18/03/2020,18:16:00,1584526560,2.02,7708,120
18/03/2020,20:21:00,1584534060,2.08,8710,132
18/03/2020,22:10:00,1584540600,1.82,8998,150
19/03/2020,02:17:00,1584555420,4.12,9371,153
19/03/2020,10:16:00,1584584160,7.98,9464,155
19/03/2020,12:18:00,1584591480,2.03,9473,155
19/03/2020,14:15:00,1584598500,1.95,9486,157
19/03/2020,16:22:00,1584606120,2.12,10692,160
19/03/2020,18:17:00,1584613020,1.92,11355,171
19/03/2020,22:45:00,1584629100,4.47,13737,201
20/03/2020,00:48:00,1584636480,2.05,13865,211
20/03/2020,02:40:00,1584643200,1.87,14316,218
20/03/2020,04:34:00,1584650040,1.9,14336,218
20/03/2020,06:35:00,1584657300,2.02,14366,217
20/03/2020,08:10:00,1584663000,1.58,14366,217
20/03/2020,10:11:00,1584670260,2.02,14366,217
20/03/2020,12:11:00,1584677460,2.0,14366,217
20/03/2020,14:10:00,1584684600,1.98,14373,218
20/03/2020,16:11:00,1584691860,2.02,16067,219
20/03/2020,18:12:00,1584699120,2.02,16545,225
20/03/2020,20:12:00,1584706320,2.0,18121,233
20/03/2020,22:12:00,1584713520,2.0,18876,237
21/03/2020,00:06:00,1584720360,1.9,19393,256
21/03/2020,02:07:00,1584727620,2.02,19643,263
21/03/2020,04:08:00,1584734880,2.02,19652,264
21/03/2020,06:05:00,1584741900,1.95,19774,275
21/03/2020,08:10:00,1584749400,2.08,19774,275
21/03/2020,10:12:00,1584756720,2.03,19774,275
21/03/2020,12:46:00,1584765960,2.57,19775,276
21/03/2020,14:48:00,1584773280,2.03,19823,276
21/03/2020,16:48:00,1584780480,2.0,22085,282
21/03/2020,18:45:00,1584787500,1.95,22813,288
21/03/2020,20:45:00,1584794700,2.0,24142,288
21/03/2020,22:45:00,1584801900,2.0,23940,301
22/03/2020,00:40:00,1584808800,1.92,26111,324
22/03/2020,02:40:00,1584816000,2.0,26711,341
22/03/2020,04:45:00,1584823500,2.08,26867,348
22/03/2020,06:30:00,1584829800,1.75,26892,348
22/03/2020,08:45:00,1584837900,2.25,26892,348
22/03/2020,10:45:00,1584845100,2.0,26900,348
22/03/2020,12:48:00,1584852480,2.05,26905,348
22/03/2020,14:45:00,1584859500,1.95,27031,349
22/03/2020,16:42:00,1584866520,1.95,30239,388
22/03/2020,18:48:00,1584874080,2.1,38757,400
22/03/2020,20:44:00,1584881040,1.93,32356,414
22/03/2020,21:41:00,1584884460,0.95,32356,414
23/03/2020,00:44:00,1584895440,3.05,33346,414
23/03/2020,02:37:00,1584902220,1.88,33546,419
23/03/2020,03:55:00,1584906900,1.3,34717,452
23/03/2020,06:45:00,1584917100,2.83,35060,457
23/03/2020,08:47:00,1584924420,2.03,35070,458
23/03/2020,10:47:00,1584931620,2.0,35070,458
23/03/2020,12:46:00,1584938760,1.98,35075,458
23/03/2020,14:45:00,1584945900,1.98,35179,459
23/03/2020,16:45:00,1584953100,2.0,40773,479
23/03/2020,18:46:00,1584960360,2.02,41569,504
23/03/2020,20:47:00,1584967620,2.02,42443,517
23/03/2020,22:31:00,1584973860,1.73,43449,545
24/03/2020,00:47:00,1584982020,2.27,43718,552
24/03/2020,02:33:00,1584988380,1.77,43734,553
24/03/2020,04:46:00,1584996360,2.22,46145,582
24/03/2020,06:43:00,1585003380,1.95,46145,582
24/03/2020,08:48:00,1585010880,2.08,46145,582
24/03/2020,10:47:00,1585018020,1.98,46168,582
24/03/2020,12:47:00,1585025220,2.0,46168,582
24/03/2020,14:47:00,1585032420,2.0,46274,588
24/03/2020,16:47:00,1585039620,2.0,49594,622
24/03/2020,18:45:00,1585046700,1.97,50982,655
24/03/2020,20:42:00,1585053720,1.95,52921,684
24/03/2020,22:48:00,1585061280,2.1,53205,687
25/03/2020,00:29:00,1585067340,1.68,53655,698
25/03/2020,02:44:00,1585075440,2.25,54823,778
25/03/2020,04:46:00,1585082760,2.03,54867,782
25/03/2020,06:47:00,1585090020,2.02,54916,784
25/03/2020,08:48:00,1585097280,2.02,54935,784
25/03/2020,10:43:00,1585104180,1.92,54941,784
25/03/2020,12:48:00,1585111680,2.08,54979,785
25/03/2020,14:48:00,1585118880,2.0,55081,785
25/03/2020,16:48:00,1585126080,2.0,60642,817
25/03/2020,18:48:00,1585133280,2.0,62364,878
25/03/2020,20:33:00,1585139580,1.75,64765,910
25/03/2020,22:44:00,1585147440,2.18,65527,928
26/03/2020,00:34:00,1585154040,1.83,65797,935
26/03/2020,02:43:00,1585161780,2.15,66741,963
26/03/2020,05:24:00,1585171440,2.68,68472,1032
26/03/2020,07:03:00,1585177380,1.65,68489,1032
26/03/2020,09:02:00,1585184520,1.98,68489,1032
26/03/2020,11:02:00,1585191720,2.0,68581,1036
26/03/2020,13:01:00,1585198860,1.98,68594,1036
26/03/2020,14:52:00,1585205520,1.85,68905,1037
26/03/2020,17:02:00,1585213320,2.17,75069,1080
26/03/2020,19:00:00,1585220400,1.97,79082,1143
26/03/2020,21:01:00,1585227660,2.02,81946,1177
26/03/2020,23:02:00,1585234920,2.02,83206,1201
27/03/2020,01:00:00,1585242000,1.97,85280,1293
27/03/2020,03:01:00,1585249260,2.02,85520,1297
27/03/2020,04:36:00,1585254960,1.58,85594,1300
27/03/2020,07:33:00,1585265580,2.95,85612,1301
27/03/2020,09:32:00,1585272720,1.98,85612,1301
27/03/2020,11:31:00,1585279860,1.98,85749,1304
27/03/2020,13:32:00,1585287120,2.02,85755,1304
27/03/2020,15:33:00,1585294380,2.02,86548,1321
27/03/2020,17:32:00,1585301520,1.98,94425,1429
27/03/2020,19:33:00,1585308780,2.02,98180,1513
27/03/2020,21:33:00,1585315980,2.0,100514,1546
27/03/2020,23:33:00,1585323180,2.0,102325,1591
28/03/2020,01:32:00,1585330320,1.98,104126,1692
28/03/2020,03:34:00,1585337640,2.03,104205,1704
28/03/2020,05:35:00,1585344900,2.02,104205,1704
28/03/2020,07:35:00,1585352100,2.0,104256,1704
28/03/2020,09:35:00,1585359300,2.0,104256,1704
28/03/2020,11:40:00,1585366800,2.08,104256,1704
28/03/2020,13:36:00,1585373760,1.93,104277,1704
28/03/2020,15:45:00,1585381500,2.15,105726,1730
28/03/2020,17:45:00,1585388700,2.0,116050,1937
28/03/2020,19:43:00,1585395780,1.97,118592,1979
28/03/2020,21:44:00,1585403040,2.02,120204,1997
28/03/2020,23:43:00,1585410180,1.98,123311,2211
29/03/2020,01:46:00,1585417560,2.05,123578,2221
29/03/2020,03:46:00,1585424760,2.0,123750,2227
29/03/2020,05:48:00,1585432080,2.03,123774,2228
29/03/2020,07:41:00,1585438860,1.88,123776,2229
29/03/2020,09:45:00,1585446300,2.07,123781,2229
29/03/2020,11:44:00,1585453440,1.98,123781,2229
29/03/2020,13:46:00,1585460760,2.03,123828,2229
29/03/2020,15:47:00,1585468020,2.02,125099,2238
29/03/2020,17:49:00,1585475340,2.03,133146,2363
29/03/2020,19:47:00,1585482420,1.97,137943,2431
29/03/2020,21:48:00,1585489680,2.02,139904,2449
29/03/2020,23:49:00,1585496940,2.02,141781,2471
30/03/2020,01:44:00,1585503840,1.92,142004,2484
30/03/2020,03:46:00,1585511160,2.03,142735,2488
30/03/2020,06:46:00,1585521960,3.0,142735,2488
30/03/2020,08:50:00,1585529400,2.07,142735,2489
30/03/2020,10:50:00,1585536600,2.0,142746,2489
30/03/2020,12:50:00,1585543800,2.0,142793,2490
30/03/2020,14:50:00,1585551000,2.0,144410,2600
30/03/2020,16:50:00,1585558200,2.0,145542,2616
30/03/2020,18:50:00,1585565400,2.0,156565,2870
30/03/2020,20:50:00,1585572600,2.0,159689,2951
30/03/2020,22:50:00,1585579800,2.0,161358,2974
31/03/2020,00:50:00,1585587000,2.0,163479,3148
31/03/2020,02:50:00,1585594200,2.0,164253,3165
31/03/2020,04:50:00,1585601400,2.0,164253,3167
31/03/2020,06:50:00,1585608600,2.0,164323,3170
31/03/2020,08:42:00,1585615320,1.87,164359,3173
31/03/2020,10:49:00,1585622940,2.12,164359,3173
31/03/2020,12:49:00,1585630140,2.0,164435,3175
31/03/2020,14:49:00,1585637340,2.0,165392,3182
31/03/2020,16:49:00,1585644540,2.0,175669,3424
31/03/2020,18:49:00,1585651740,2.0,180340,3573
31/03/2020,20:49:00,1585658940,2.0,186046,3807
31/03/2020,22:49:00,1585666140,2.0,187729,3867
01/04/2020,02:49:00,1585680540,4.0,188530,3889
01/04/2020,04:49:00,1585687740,2.0,188578,4054
01/04/2020,06:49:00,1585694940,2.0,188592,4055
01/04/2020,08:49:00,1585702140,2.0,188592,4056
01/04/2020,10:49:00,1585709340,2.0,188639,4059
01/04/2020,12:49:00,1585716540,2.0,188647,4059
01/04/2020,14:49:00,1585723740,2.0,189711,4099
01/04/2020,16:49:00,1585730940,2.0,200289,4394
01/04/2020,18:49:00,1585738140,2.0,205438,4528
01/04/2020,20:49:00,1585745340,2.0,211143,4713
01/04/2020,22:49:00,1585752540,2.0,212980,4759
02/04/2020,00:49:00,1585759740,2.0,215003,5102
02/04/2020,02:49:00,1585766940,2.0,215175,5110
02/04/2020,04:49:00,1585774140,2.0,215300,5110
02/04/2020,06:49:00,1585781340,2.0,215324,5112
02/04/2020,08:49:00,1585788540,2.0,215344,5112
02/04/2020,10:49:00,1585795740,2.0,215344,5112
02/04/2020,12:49:00,1585802940,2.0,216722,5140
02/04/2020,14:49:00,1585810140,2.0,219832,5227
02/04/2020,16:49:00,1585817340,2.0,222658,5356
02/04/2020,18:49:00,1585824540,2.0,232899,5665
02/04/2020,20:49:00,1585831740,2.0,243298,5883
02/04/2020,22:49:00,1585838940,2.0,244230,5883
03/04/2020,00:20:00,1585844400,1.52,244230,5883
03/04/2020,01:20:00,1585848000,1.0,244877,6070
03/04/2020,01:20:00,1585848000,0.0,245066,6075
03/04/2020,03:20:00,1585855200,2.0,245088,6075
03/04/2020,05:20:00,1585862400,2.0,245341,6095
03/04/2020,07:20:00,1585869600,2.0,245373,6095
03/04/2020,09:20:00,1585876800,2.0,245373,6095
03/04/2020,11:20:00,1585884000,2.0,245380,6095
03/04/2020,13:20:00,1585891200,2.0,245442,6098
03/04/2020,14:49:00,1585896540,1.48,245442,6099
03/04/2020,16:49:00,1585903740,2.0,259750,6603
03/04/2020,18:49:00,1585910940,2.0,266279,6803
03/04/2020,20:49:00,1585918140,2.0,272614,6988
03/04/2020,22:49:00,1585925340,2.0,275802,7087
04/04/2020,00:49:00,1585932540,2.0,276965,7391
04/04/2020,02:49:00,1585939740,2.0,277161,7392
04/04/2020,04:49:00,1585946940,2.0,277475,7402
04/04/2020,06:49:00,1585954140,2.0,277522,7403
04/04/2020,08:49:00,1585961340,2.0,277522,7403
04/04/2020,10:49:00,1585968540,2.0,277522,7403
04/04/2020,12:49:00,1585975740,2.0,277607,7406
04/04/2020,14:49:00,1585982940,2.0,279500,7457
04/04/2020,16:49:00,1585990140,2.0,293494,7896
04/04/2020,18:49:00,1585997340,2.0,301147,8173
04/04/2020,20:49:00,1586004540,2.0,306768,8347
04/04/2020,22:49:00,1586011740,2.0,308644,8401
05/04/2020,00:49:00,1586018940,2.0,311357,8452
05/04/2020,04:49:00,1586033340,4.0,311635,8454
05/04/2020,06:49:00,1586040540,2.0,311637,8454
05/04/2020,08:49:00,1586047740,2.0,311637,8454
05/04/2020,10:49:00,1586054940,2.0,311637,8454
05/04/2020,12:49:00,1586062140,2.0,311637,8454
05/04/2020,14:49:00,1586069340,2.0,312207,8480
05/04/2020,16:49:00,1586076540,2.0,323596,9172
05/04/2020,18:49:00,1586083740,2.0,328662,9365
05/04/2020,20:49:00,1586090940,2.0,333017,9528
05/04/2020,22:49:00,1586098140,2.0,334745,9572
06/04/2020,00:49:00,1586105340,2.0,336673,9616
06/04/2020,02:49:00,1586112540,2.0,336830,9618
06/04/2020,04:49:00,1586119740,2.0,336830,9618
06/04/2020,06:49:00,1586126940,2.0,336851,9620
06/04/2020,08:49:00,1586134140,2.0,336851,9620
06/04/2020,10:49:00,1586141340,2.0,336851,9620
06/04/2020,12:49:00,1586148540,2.0,336851,9620
06/04/2020,14:49:00,1586155740,2.0,337925,9664
06/04/2020,16:49:00,1586162940,2.0,350013,10327
06/04/2020,18:49:00,1586170140,2.0,356414,10490
06/04/2020,20:49:00,1586177340,2.0,362326,10714
06/04/2020,22:49:00,1586184540,2.0,364066,10792
07/04/2020,00:49:00,1586191740,2.0,367004,10871
07/04/2020,02:49:00,1586198940,2.0,367004,10871
07/04/2020,04:49:00,1586206140,2.0,367629,10941
07/04/2020,06:49:00,1586213340,2.0,367650,10943
07/04/2020,08:49:00,1586220540,2.0,367650,10943
07/04/2020,10:49:00,1586227740,2.0,367650,10943
07/04/2020,12:49:00,1586234940,2.0,367719,10943
07/04/2020,14:49:00,1586242140,2.0,369522,11013
07/04/2020,16:49:00,1586249340,2.0,386194,12246
07/04/2020,18:49:00,1586256540,2.0,388421,12393
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