anjanatiha / novel-corona-virus-pandemic-analysis-and-modeling

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

Analysis on 2019 Novel Coronavirus COVID-19 (2019-nCoV) Data

This is the analysis of data collected from the Johns Hopkins University Center.

To see analysis follow the following links:

GitHub Code directory :
https://github.com/anjanatiha/Novel-Corona-Virus-Pandemic-Analysis-and-Modeling/tree/master/Code%20and%20Analysis

Code:
https://github.com/anjanatiha/Novel-Corona-Virus-Pandemic-Analysis-and-Modeling/blob/master/Code%20and%20Analysis/corona-virus-exploratory-analysis-and-modeling.ipynb

Kaggle Codes:

Corona Virus Exploratory Analysis and Modeling:
https://www.kaggle.com/anjanatiha/corona-virus-exploratory-analysis-and-modeling

COVID-19 Exploratory Analysis (Bangladesh):
https://www.kaggle.com/anjanatiha/covid-19-exploratory-analysis-bangladesh

Full Visualization

Contains visualization global data and data of every country https://drive.google.com/open?id=1rYfR9LvE1BGrRRNm7PsdadibfRPEu-yu

Data Sources:

• Aggregated data sources:

  • World Health Organization (WHO): https://www.who.int/
  • European Centre for Disease Prevention and Control (ECDC): https://www.ecdc.europa.eu/en/geographical-distribution-2019-ncov-cases
  • DXY.cn. Pneumonia. 2020. http://3g.dxy.cn/newh5/view/pneumonia
  • US CDC: https://www.cdc.gov/coronavirus/2019-ncov/index.html
  • BNO News: https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/
  • WorldoMeters: https://www.worldometers.info/coronavirus/
  • 1Point3Arces: https://coronavirus.1point3acres.com/en
  • 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.)

• US data sources at the state (Admin1) or county/city (Admin2) level:

  • 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
  • Colorado: https://covid19.colorado.gov/covid-19-data
  • Virginia: https://www.vdh.virginia.gov/coronavirus/
  • Northern Mariana Islands: https://chcc.gov.mp/coronavirusinformation.php#gsc.tab=0
  • Missouri Department of Health: https://www.arcgis.com/apps/MapSeries/index.html?appid=8e01a5d8d8bd4b4f85add006f9e14a9d
  • St. Louis City Department of Health: https://www.stlouis-mo.gov/covid-19/data/#totalsByDate
  • St. Louis County: https://stlcorona.com/resources/covid-19-statistics1/
  • Massachusetts: https://www.mass.gov/info-details/covid-19-response-reporting
  • Michigan: https://www.michigan.gov/coronavirus/0,9753,7-406-98163_98173---,00.html
  • Illinois Department of Public Health: https://dph.illinois.gov/covid19
  • Indiana State Department of Health: https://hub.mph.in.gov/dataset?q=COVID
  • Connecticut Department of Public Health: https://data.ct.gov/stories/s/COVID-19-data/wa3g-tfvc/
  • Ohio Department of Health: https://coronavirus.ohio.gov/wps/portal/gov/covid-19/home
  • Oregon Health Authority: https://govstatus.egov.com/OR-OHA-COVID-19

• Non-US data sources at the country/region (Admin0) or state/province (Admin1) level:

  • 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
  • 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
  • COVID Live (Australia): https://www.covidlive.com.au/
  • Ministry of Health Singapore (MOH): https://www.moh.gov.sg/covid-19
  • Italy Ministry of Health: http://www.salute.gov.it/nuovocoronavirus
  • Dati COVID-19 Italia (Italy): https://github.com/pcm-dpc/COVID-19/tree/master/dati-regioni
  • French Government: https://dashboard.covid19.data.gouv.fr/ and https://github.com/opencovid19-fr/data/blob/master/dist/chiffres-cles.json
  • OpenCOVID19 France: https://github.com/opencovid19-fr
  • Palestine (West Bank and Gaza): https://corona.ps/details
  • Israel: https://govextra.gov.il/ministry-of-health/corona/corona-virus/
  • Ministry of Health, Republic of Kosovo: https://kosova.health/ and https://covidks.s3.amazonaws.com/data.json
  • Berliner Morgenpost (Germany): https://interaktiv.morgenpost.de/corona-virus-karte-infektionen-deutschland-weltweit/
  • rtve (Spain): https://www.rtve.es/noticias/20200514/mapa-del-coronavirus-espana/2004681.shtml
  • Ministry of Health, Republic of Serbia: https://covid19.rs/homepage-english/
  • Chile: https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-covid-19/
  • Brazil Ministry of Health: https://covid.saude.gov.br/
  • Brazil: https://github.com/wcota/covid19br. Data described in DOI: 10.1590/SciELOPreprints.362
  • Gobierono De Mexico:https://covid19.sinave.gob.mx/
  • Japan COVID-19 Coronavirus Tracker: https://covid19japan.com/#all-prefectures
  • Monitoreo del COVID-19 en Perú - Policía Nacional del Perú (PNP) - Dirección de Inteligencia (DIRIN): https://www.arcgis.com/apps/opsdashboard/index.html#/f90a7a87af2548699d6e7bb72f5547c2
  • Colombia: https://antioquia2020-23.maps.arcgis.com/apps/opsdashboard/index.html#/a9194733a8334e27b0eebd7c8f67bd84 and Instituto Nacional de Salud
  • Russia: https://xn--80aesfpebagmfblc0a.xn--p1ai/information/
  • Ukraine: https://covid19.rnbo.gov.ua/
  • Public Health Agency of Sweden: https://experience.arcgis.com/experience/09f821667ce64bf7be6f9f87457ed9aa
  • India Ministry of Health and Family Welfare: https://www.mohfw.gov.in/
  • Government of Pakistan: http://covid.gov.pk/stats/pakistan
  • The UK Government: https://coronavirus.data.gov.uk/#category=nations&map=rate
  • Scottish Government: https://www.gov.scot/publications/coronavirus-covid-19-trends-in-daily-data/