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          【推薦】新冠肺炎的最新數(shù)據(jù)集和可視化和預(yù)測分析(附代碼)

          共 3006字,需瀏覽 7分鐘

           ·

          2020-11-14 17:23


          新冠肺炎現(xiàn)在情況怎么樣了?推薦Github標(biāo)星24.7K+的新冠肺炎公開數(shù)據(jù)集,利用這個數(shù)據(jù)集,可以用代碼進(jìn)行簡單地可視化及預(yù)測。

          推薦新冠肺炎的公開數(shù)據(jù)集:

          https://github.com/CSSEGISandData/COVID-19

          數(shù)據(jù)可視化:

          https://www.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6

          數(shù)據(jù)集能做什么?

          這個數(shù)據(jù)集可以做以下分析:

          • 全球趨勢
          • 國家(地區(qū))增長
          • 省份情況
          • 美國
          • 歐洲
          • 亞洲
          • 什么時候會收斂?進(jìn)行預(yù)測

          簡單演示

          新冠肺炎感染人數(shù)可視化效果

          數(shù)據(jù)來源

          數(shù)據(jù)來源:

          • World Health Organization (WHO): https://www.who.int/
          • DXY.cn. Pneumonia. 2020. http://3g.dxy.cn/newh5/view/pneumonia. ?
          • BNO News: https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/ ?
          • National Health Commission of the People’s Republic of China (NHC):
            http://www.nhc.gov.cn/xcs/yqtb/list_gzbd.shtml
          • China CDC (CCDC): http://weekly.chinacdc.cn/news/TrackingtheEpidemic.htm
          • Hong Kong Department of Health: https://www.chp.gov.hk/en/features/102465.html
          • Macau Government: https://www.ssm.gov.mo/portal/
          • Taiwan CDC: https://sites.google.com/cdc.gov.tw/2019ncov/taiwan?authuser=0
          • US CDC: https://www.cdc.gov/coronavirus/2019-ncov/index.html
          • Government of Canada: https://www.canada.ca/en/public-health/services/diseases/coronavirus.html
          • Australia Government Department of Health: https://www.health.gov.au/news/coronavirus-update-at-a-glance
          • European Centre for Disease Prevention and Control (ECDC): https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases
          • Ministry of Health Singapore (MOH): https://www.moh.gov.sg/covid-19
          • Italy Ministry of Health: http://www.salute.gov.it/nuovocoronavirus
          • 1Point3Arces: https://coronavirus.1point3acres.com/en
          • WorldoMeters: https://www.worldometers.info/coronavirus/
          • COVID Tracking Project: https://covidtracking.com/data. (US Testing and Hospitalization Data. We use the maximum reported value from "Currently" and "Cumulative" Hospitalized for our hospitalization number reported for each state.)
          • French Government: https://dashboard.covid19.data.gouv.fr/
          • COVID Live (Australia): https://www.covidlive.com.au/
          • Washington State Department of Health: https://www.doh.wa.gov/emergencies/coronavirus
          • Maryland Department of Health: https://coronavirus.maryland.gov/
          • New York State Department of Health: https://health.data.ny.gov/Health/New-York-State-Statewide-COVID-19-Testing/xdss-u53e/data
          • NYC Department of Health and Mental Hygiene: https://www1.nyc.gov/site/doh/covid/covid-19-data.page and https://github.com/nychealth/coronavirus-data
          • Florida Department of Health Dashboard: https://services1.arcgis.com/CY1LXxl9zlJeBuRZ/arcgis/rest/services/Florida_COVID19_Cases/FeatureServer/0 and https://fdoh.maps.arcgis.com/apps/opsdashboard/index.html#/8d0de33f260d444c852a615dc7837c86

          總結(jié)

          ?

          本文推薦新冠肺炎的公開數(shù)據(jù)集,利用這個數(shù)據(jù)集,可以用代碼進(jìn)行簡單地可視化及預(yù)測。

          數(shù)據(jù)集地址:

          https://github.com/CSSEGISandData/COVID-19

          數(shù)據(jù)預(yù)測代碼:

          https://www.kaggle.com/corochann/covid-19-current-situation-on-october?scriptVersionId=45297457

          (數(shù)據(jù)請從數(shù)據(jù)集地址下載最新)

          往期精彩回顧





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