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Why Yet Another Corona Report?

Like everyone else, we’ve been looking at all kinds of statistics, dashboards and other reports about the current pandemic. The fact that it’s difficult to pull down and reuse the raw data in many, if not most, of these reports is frustrating.

What if there was a way to produce human-readable reports and visualisations that simultaneously provided access to the data that they contain in a machine-readable manner that everyone could reuse? Or if instead of reproducing reams of tabular statistics in PDF or plain HTML, it was possible to make those tables both machine and human readable? It would make a host of official statistics vastly more useful, allowing users to quickly and easily produce their own analysis of the raw data. It would make scientific papers significantly easier to review. It would help identify strengths and weaknesses in data sources, focussing effort on making necessary improvements.

The good news? It exists today. It’s a freely available international standard called Inline XBRL. Widely used for financial reporting of all kinds, particularly between companies and regulators and companies and markets, it is ideally suited to a much wider application.

This report was built to visualize statistical data and showcase the use of the standard to improve data-driven reports. Data-driven reports are often produced in PDF, e.g. the WHO Coronavirus (COVID-2019) situation reports, which is a good format for humans to read and print, but requires an error-prone and labor-intensive manual process to extract the actual data points from it.

Many scientific and other institutions worldwide would like to use the data covered by those reports to help gain insights and make pandemic management more mature and certain. Therefore, we have created this report, which is not only readable by humans, but also fully interpretable by machines. And we provide the tools needed to extract the data even on a large scale. But - as it is a standard - its not only us...

Acceleration of Infections by Continent

New Confirmed COVID-19 (Coronavirus) Infections per Day per 1 Million Inhabitants by Continent. Because of the normalization into a ratio of infections to population the intensity and acceleration of the current spread becomes more comparable between regions of different population sizes (read also the disclaimer).
DateWorldAsiaEuropeAfricaNorth AmericaSouth AmericaOceania
2020-10-2759.8192916.785793146.49024235.5733787.491580.46512
2020-10-2667.4839914.34399438.588248.24324213.7445761.2052113.76744
2020-10-2544.3345316.64241196.967916.82057190.0760963.071981.83721
2020-10-2452.8164617.54891221.097598.82658263.0244684.883610.44186
2020-10-2365.1283619.27381334.338247.98574262.141390.7503815.48837
2020-10-2260.2149219.29583298.538778.23574231.3858790.895870.69767
2020-10-2157.0132519.79745275.044127.96697208.0135988.9295614.67442
2020-10-2049.8263718.42496221.874337.33934196.4646782.655441.46512
2020-10-1956.5196116.76614308.171127.48949187.9130478.7105717.62791
2020-10-1836.5792918.29173144.385036.14715159.7880437.81930.2093
2020-10-1743.9072719.80328156.1403710.70721183.2608778.34150.4186
2020-10-1652.8600620.60225215.831558.09384224.3315292.751915.44186
2020-10-1552.2558220.91794216.669796.84384206.8206595.105670.44186
2020-10-1448.8985221.56381194.514718.67568193.2201179.339978.30233
2020-10-1342.1723520.7845164.966585.88138175.2690254.94640.67442
2020-10-1241.9026418.94062202.064174.55931134.6168547.1470112.46512
2020-10-1134.4775620.3353599.693856.73799141.9021758.34150.62791
2020-10-1042.5214122.78773115.2540110.1539178.3994691.375190.46512
2020-10-0946.3691322.23537160.219256.57432190.9728389.300158.27907
2020-10-0846.1885522.71453153.717918.18919186.2934890.94642.13953
2020-10-0744.8694524.48564134.168457.96922166.0516396.828483.67442
2020-10-0641.5241222.77543115.229954.9467145.03261109.05360.27907
2020-10-0542.3813520.32714153.852943.73649202.8722861.825426.7907
2020-10-0431.8286822.4949385.221936.06907119.6956541.963250.32558
2020-10-0341.1175623.1708176.72466.62838164.78533130.941810.46512
2020-10-0237.947424.19823105.455886.78529178.078845.026032.90698
2020-10-0140.7683625.1857197.185835.45495151.5135998.932620.4186
2020-09-3042.0196826.37962106.327546.58934145.0054396.038283.5814
2020-09-2936.4757623.7946472.736635.64264141.4239190.756514.06977
2020-09-2835.5853420.98553122.43854.40165116.3532660.052070.30233
2020-09-2730.8437323.9501248.629686.28003119.1494661.724350.09302
2020-09-2635.6510626.4176253.445194.82132151.1684880.84380.62791
2020-09-2542.4437325.2252296.427816.11787169.70109107.696783
2020-09-2446.3678525.80134106.744656.14565149.32065150.10260.60465
2020-09-2334.2953126.9371666.987976.61637132.546252.246552
2020-09-2235.8655923.856474.498665.15015133.2798986.6344
2020-09-2138.444522.10905122.319524.76577167.2853356.791730.69767
2020-09-2030.8825.0444840.417116.33559118.2853364.159260.34884
2020-09-1936.0860526.2444444.429146.5518148.828895.137834.11628
2020-09-1841.5309326.3208884.228616.18318161.78804107.49770.88372
2020-09-1740.2502927.1196376.509366.65841145.13587103.826951.11628
2020-09-1639.1296527.8596470.16315.56306132.27989101.986221.09302
2020-09-1536.3970425.4253961.33694.9497131.0869698.758040.93023
2020-09-1435.8751124.3595399.225944.93168117.4048964.208274.5814
2020-09-1330.2857925.3668833.562835.16216114.4646767.151611.02326
2020-09-1235.5825126.5089638.085565.62613143.2608799.759571.06977
2020-09-1141.0711326.9911568.243326.6006158.20924116.586523.30233
2020-09-1038.3956327.0146862.262036.11411126.03261110.595712.46512
2020-09-0936.5117726.345557.564176.28003117.66576102.698322.02326
2020-09-0830.9780125.0164151.820865.79204103.2065261.932622.4186
2020-09-0729.9868821.2291191.409095.2034585.8070742.598773.18605
2020-09-0628.4920924.4450428.402415.95345104.0108762.50231.30233
2020-09-0533.8087524.5346630.602945.63438153.391395.42422.02326
2020-09-0440.1463724.0647858.18856.50751164.51902134.462483.5814
2020-09-0336.0596823.4476451.843585.95796150.66848106.465542.2093
2020-09-0236.3014823.2118349.843586.6036137.67935119.168454.37209
2020-09-0133.9265621.6385241.788775.3994145.47011109.459422.5814
2020-08-3133.6987819.9345759.604285.14264118.75113.903524.13953
2020-08-3029.0478521.5897238.919796.40691114.9320770.188362.11628
2020-08-2933.5089421.9116826.889046.41667154.19837112.601842.90698
2020-08-2836.1502321.6555848.951876.09309156.54891119.802454.83721
2020-08-2735.8536321.8009148.820866.52477155.97826114.931093.32558
2020-08-2637.1138323.9453743.780756.65465150.98098123.013783.90698
2020-08-2531.0666217.2476837.943855.75225130.70652118.208277.7907
2020-08-2429.0631518.1168251.497335.66592124.1222876.842273.37209
2020-08-2326.4064317.4793828.94926.93093116.9755476.993873.55814
2020-08-2234.1230920.0615431.105617.79279151.86413126.58044.93023
2020-08-2134.6693220.2902258.565517.81532161.7717494.39514.67442
2020-08-2034.3331220.2938936.534768.03078149.78533121.924964.55814
2020-08-1935.2806420.5102634.807498.1982159.28261127.871365.86047
2020-08-1832.9161419.5819530.041446.51201150.24457120.318535.48837
2020-08-1726.9790416.4307946.872996.72598116.187571.381326.55814
2020-08-1627.2182617.2524321.053487.50676136.3505484.94647.72093
2020-08-1531.8412919.1466229.001348.85961161.0625100.869836.16279
2020-08-1439.1121519.7007142.028079.43318206.34511141.805517.60465
2020-08-1336.7729919.2539435.516047.86486177.31522144.056668.88372
2020-08-1235.7305519.7389336.478616.91291184.61685124.978568.13953
2020-08-1132.7652717.9604827.078886.00225159.29348129.08279.62791
2020-08-1029.1992317.0483738.588246.8003162.3423976.644728.37209
2020-08-0928.7224417.8475521.295459.28078148.233788.032167.88372
2020-08-0833.3444418.975623.036110.67117183.7663110.136299
2020-08-0736.1131818.619336.4879710.2042193.65761125.4931110.60465
2020-08-0636.6015418.6143433.9679110.71321194.38043132.882089.11628
2020-08-0534.9822517.4811128.398411.5488177.91848135.4502311.25581
2020-08-0433.2402616.4519534.008027.45646187.3913118.2266516.7907
2020-08-0325.8888715.4720431.967918.18243145.266362.715169.60465
2020-08-0229.3556315.8907422.259369.503153.25543104.9004610.32558
2020-08-0132.1975616.4476421.1470612.72748199.36413103.2052114.81395
2020-07-3137.3084218.256132.1350314.38138221.88587122.961729.02326
2020-07-3036.0316416.8568330.3088213.11111220.63315122.7396614.06977
2020-07-2937.2213516.0924226.5641713.18619224.83424143.9234316.67442
2020-07-2832.4262416.1228724.8475910.13438211.43207103.02456.55814
2020-07-2729.0904214.2837432.5935810.10961180.7717484.672288.5814
2020-07-2627.3868815.0855121.5347613.68769180.6684863.8453312.90698
2020-07-2532.878215.3517622.2687213.69144217.17935106.0612610.69767
2020-07-2436.0511915.2988627.989316.60586236.25121.130178.27907
2020-07-2336.3669516.050129.7098913.79955227.53804128.318536.86047
2020-07-2236.0968515.0498823.7098914.82357223.78261138.918849.55814
2020-07-2130.0104213.3934423.3716610.42643207.4809896.6447211.02326
2020-07-2026.5377512.4759228.2032111.5045195.4945760.995418.44186
2020-07-1927.5088113.635522.2152413.98874195.87566.055136.25581
2020-07-1830.4178815.6402519.9478614.3994215.3858777.091888.48837
2020-07-1731.1174312.9300426.3756714.67417229.8831588.781014.95349
2020-07-1632.4514512.1908925.1604315.29279242.14946102.800929.86047
2020-07-1529.7039212.2576124.3582913.57958216.7065288.517617.55814
2020-07-1428.4421911.0824921.8248710.86562214.2798991.767235.53488
2020-07-1324.6905511.0272126.3689812.12688187.3152254.856056.32558
2020-07-1224.7332511.3122418.5187212.51051185.3695762.78564.25581
2020-07-1127.7911311.0587322.8355614.16441192.8695788.352225.69767
2020-07-1029.8402611.239924.2459913.22823216.2282698.695254.18605
2020-07-0929.315511.1507226.9184514.42643205.5434893.373667.55814
2020-07-0827.270111.0945820.2553511.05255191.4592492.10264.02326
2020-07-0727.0998110.0565820.2994713.10811191.3858793.297093.06977
2020-07-0621.2965910.0904822.5240610.40916146.3342452.23894.09302
2020-07-0523.4789711.1993120.7941210.18994162.3396763.820833.30233
2020-07-0424.8740810.7626921.1604311.72222156.3369683.298624.32558
2020-07-0326.042069.7013625.9665811.37087174.5951189.641654.51163
2020-07-0226.731199.9399723.173810.60811180.2690297.909651.51163
2020-07-0127.900459.8101945.286110.10285166.3831596.251151.93023
2020-06-3022.381999.4303620.560168.71697151.2717472.900462
2020-06-2920.072038.9177322.558828.32958131.6820758.597241.62791
2020-06-2820.79919.3083620.136367.9512129.0027269.522211.90698
2020-06-2722.936599.429521.144399.01802137.5842485.935682.06977
2020-06-2624.599619.2584825.322198.82583146.1467497.852990.2093
2020-06-2522.933898.827923.411769.07958137.6331587.49770.88372
2020-06-2421.971968.7210124.053488.48423116.83152890.95349
2020-06-2321.250428.5197623.381026.86486124.0027281.885150.69767
2020-06-2217.722448.1714521.715246.77177104.4646755.471670.48837
2020-06-2116.501097.971521.009366.9662293.9320748.704440.34884
2020-06-2020.219948.4685822.929148.41517110.5570774.877491.2093
2020-06-1923.129778.5860524.879687.60886107.73913109.762630.09302
2020-06-1818.053638.3571625.310166.01877100.7557.614090.4186
2020-06-1718.32998.281824.720596.547391.9347865.996940.51163
2020-06-1618.251327.7531924.092255.7995584.92391