Coronavirus (COVID-19) Cases
covid.RdThese data were downloaded from Novel Coronavirus COVID-19 (2019-nCoV) Data Repository by Johns Hopkins CSSE (https://github.com/CSSEGISandData/COVID-19):
This is the data repository for the 2019 Novel Coronavirus Visual Dashboard operated by the Johns Hopkins University Center for Systems Science and Engineering (JHU CSSE). Also, Supported by ESRI Living Atlas Team and the Johns Hopkins University Applied Physics Lab (JHU APL).
The `covid19_cases.csv()`, `covid19_deaths.csv()` and `covid19_recoevered.csv()` functions return the path to a comma-separated file containing confirmed cases, deaths and recovered cases over time for a certain number of coutries/regions. See example below for details.
Examples
cv <- readr::read_csv(covid19_cases.csv())
#> Rows: 279 Columns: 580
#> ── Column specification ────────────────────────────────────────────────────────
#> Delimiter: ","
#> chr (2): Province_State, Country_Region
#> dbl (578): Lat, Long, 1/22/20, 1/23/20, 1/24/20, 1/25/20, 1/26/20, 1/27/20, ...
#>
#> ℹ Use `spec()` to retrieve the full column specification for this data.
#> ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
## dates (fomat: month/day/year)
names(cv)[-(1:4)]
#> [1] "1/22/20" "1/23/20" "1/24/20" "1/25/20" "1/26/20" "1/27/20"
#> [7] "1/28/20" "1/29/20" "1/30/20" "1/31/20" "2/1/20" "2/2/20"
#> [13] "2/3/20" "2/4/20" "2/5/20" "2/6/20" "2/7/20" "2/8/20"
#> [19] "2/9/20" "2/10/20" "2/11/20" "2/12/20" "2/13/20" "2/14/20"
#> [25] "2/15/20" "2/16/20" "2/17/20" "2/18/20" "2/19/20" "2/20/20"
#> [31] "2/21/20" "2/22/20" "2/23/20" "2/24/20" "2/25/20" "2/26/20"
#> [37] "2/27/20" "2/28/20" "2/29/20" "3/1/20" "3/2/20" "3/3/20"
#> [43] "3/4/20" "3/5/20" "3/6/20" "3/7/20" "3/8/20" "3/9/20"
#> [49] "3/10/20" "3/11/20" "3/12/20" "3/13/20" "3/14/20" "3/15/20"
#> [55] "3/16/20" "3/17/20" "3/18/20" "3/19/20" "3/20/20" "3/21/20"
#> [61] "3/22/20" "3/23/20" "3/24/20" "3/25/20" "3/26/20" "3/27/20"
#> [67] "3/28/20" "3/29/20" "3/30/20" "3/31/20" "4/1/20" "4/2/20"
#> [73] "4/3/20" "4/4/20" "4/5/20" "4/6/20" "4/7/20" "4/8/20"
#> [79] "4/9/20" "4/10/20" "4/11/20" "4/12/20" "4/13/20" "4/14/20"
#> [85] "4/15/20" "4/16/20" "4/17/20" "4/18/20" "4/19/20" "4/20/20"
#> [91] "4/21/20" "4/22/20" "4/23/20" "4/24/20" "4/25/20" "4/26/20"
#> [97] "4/27/20" "4/28/20" "4/29/20" "4/30/20" "5/1/20" "5/2/20"
#> [103] "5/3/20" "5/4/20" "5/5/20" "5/6/20" "5/7/20" "5/8/20"
#> [109] "5/9/20" "5/10/20" "5/11/20" "5/12/20" "5/13/20" "5/14/20"
#> [115] "5/15/20" "5/16/20" "5/17/20" "5/18/20" "5/19/20" "5/20/20"
#> [121] "5/21/20" "5/22/20" "5/23/20" "5/24/20" "5/25/20" "5/26/20"
#> [127] "5/27/20" "5/28/20" "5/29/20" "5/30/20" "5/31/20" "6/1/20"
#> [133] "6/2/20" "6/3/20" "6/4/20" "6/5/20" "6/6/20" "6/7/20"
#> [139] "6/8/20" "6/9/20" "6/10/20" "6/11/20" "6/12/20" "6/13/20"
#> [145] "6/14/20" "6/15/20" "6/16/20" "6/17/20" "6/18/20" "6/19/20"
#> [151] "6/20/20" "6/21/20" "6/22/20" "6/23/20" "6/24/20" "6/25/20"
#> [157] "6/26/20" "6/27/20" "6/28/20" "6/29/20" "6/30/20" "7/1/20"
#> [163] "7/2/20" "7/3/20" "7/4/20" "7/5/20" "7/6/20" "7/7/20"
#> [169] "7/8/20" "7/9/20" "7/10/20" "7/11/20" "7/12/20" "7/13/20"
#> [175] "7/14/20" "7/15/20" "7/16/20" "7/17/20" "7/18/20" "7/19/20"
#> [181] "7/20/20" "7/21/20" "7/22/20" "7/23/20" "7/24/20" "7/25/20"
#> [187] "7/26/20" "7/27/20" "7/28/20" "7/29/20" "7/30/20" "7/31/20"
#> [193] "8/1/20" "8/2/20" "8/3/20" "8/4/20" "8/5/20" "8/6/20"
#> [199] "8/7/20" "8/8/20" "8/9/20" "8/10/20" "8/11/20" "8/12/20"
#> [205] "8/13/20" "8/14/20" "8/15/20" "8/16/20" "8/17/20" "8/18/20"
#> [211] "8/19/20" "8/20/20" "8/21/20" "8/22/20" "8/23/20" "8/24/20"
#> [217] "8/25/20" "8/26/20" "8/27/20" "8/28/20" "8/29/20" "8/30/20"
#> [223] "8/31/20" "9/1/20" "9/2/20" "9/3/20" "9/4/20" "9/5/20"
#> [229] "9/6/20" "9/7/20" "9/8/20" "9/9/20" "9/10/20" "9/11/20"
#> [235] "9/12/20" "9/13/20" "9/14/20" "9/15/20" "9/16/20" "9/17/20"
#> [241] "9/18/20" "9/19/20" "9/20/20" "9/21/20" "9/22/20" "9/23/20"
#> [247] "9/24/20" "9/25/20" "9/26/20" "9/27/20" "9/28/20" "9/29/20"
#> [253] "9/30/20" "10/1/20" "10/2/20" "10/3/20" "10/4/20" "10/5/20"
#> [259] "10/6/20" "10/7/20" "10/8/20" "10/9/20" "10/10/20" "10/11/20"
#> [265] "10/12/20" "10/13/20" "10/14/20" "10/15/20" "10/16/20" "10/17/20"
#> [271] "10/18/20" "10/19/20" "10/20/20" "10/21/20" "10/22/20" "10/23/20"
#> [277] "10/24/20" "10/25/20" "10/26/20" "10/27/20" "10/28/20" "10/29/20"
#> [283] "10/30/20" "10/31/20" "11/1/20" "11/2/20" "11/3/20" "11/4/20"
#> [289] "11/5/20" "11/6/20" "11/7/20" "11/8/20" "11/9/20" "11/10/20"
#> [295] "11/11/20" "11/12/20" "11/13/20" "11/14/20" "11/15/20" "11/16/20"
#> [301] "11/17/20" "11/18/20" "11/19/20" "11/20/20" "11/21/20" "11/22/20"
#> [307] "11/23/20" "11/24/20" "11/25/20" "11/26/20" "11/27/20" "11/28/20"
#> [313] "11/29/20" "11/30/20" "12/1/20" "12/2/20" "12/3/20" "12/4/20"
#> [319] "12/5/20" "12/6/20" "12/7/20" "12/8/20" "12/9/20" "12/10/20"
#> [325] "12/11/20" "12/12/20" "12/13/20" "12/14/20" "12/15/20" "12/16/20"
#> [331] "12/17/20" "12/18/20" "12/19/20" "12/20/20" "12/21/20" "12/22/20"
#> [337] "12/23/20" "12/24/20" "12/25/20" "12/26/20" "12/27/20" "12/28/20"
#> [343] "12/29/20" "12/30/20" "12/31/20" "1/1/21" "1/2/21" "1/3/21"
#> [349] "1/4/21" "1/5/21" "1/6/21" "1/7/21" "1/8/21" "1/9/21"
#> [355] "1/10/21" "1/11/21" "1/12/21" "1/13/21" "1/14/21" "1/15/21"
#> [361] "1/16/21" "1/17/21" "1/18/21" "1/19/21" "1/20/21" "1/21/21"
#> [367] "1/22/21" "1/23/21" "1/24/21" "1/25/21" "1/26/21" "1/27/21"
#> [373] "1/28/21" "1/29/21" "1/30/21" "1/31/21" "2/1/21" "2/2/21"
#> [379] "2/3/21" "2/4/21" "2/5/21" "2/6/21" "2/7/21" "2/8/21"
#> [385] "2/9/21" "2/10/21" "2/11/21" "2/12/21" "2/13/21" "2/14/21"
#> [391] "2/15/21" "2/16/21" "2/17/21" "2/18/21" "2/19/21" "2/20/21"
#> [397] "2/21/21" "2/22/21" "2/23/21" "2/24/21" "2/25/21" "2/26/21"
#> [403] "2/27/21" "2/28/21" "3/1/21" "3/2/21" "3/3/21" "3/4/21"
#> [409] "3/5/21" "3/6/21" "3/7/21" "3/8/21" "3/9/21" "3/10/21"
#> [415] "3/11/21" "3/12/21" "3/13/21" "3/14/21" "3/15/21" "3/16/21"
#> [421] "3/17/21" "3/18/21" "3/19/21" "3/20/21" "3/21/21" "3/22/21"
#> [427] "3/23/21" "3/24/21" "3/25/21" "3/26/21" "3/27/21" "3/28/21"
#> [433] "3/29/21" "3/30/21" "3/31/21" "4/1/21" "4/2/21" "4/3/21"
#> [439] "4/4/21" "4/5/21" "4/6/21" "4/7/21" "4/8/21" "4/9/21"
#> [445] "4/10/21" "4/11/21" "4/12/21" "4/13/21" "4/14/21" "4/15/21"
#> [451] "4/16/21" "4/17/21" "4/18/21" "4/19/21" "4/20/21" "4/21/21"
#> [457] "4/22/21" "4/23/21" "4/24/21" "4/25/21" "4/26/21" "4/27/21"
#> [463] "4/28/21" "4/29/21" "4/30/21" "5/1/21" "5/2/21" "5/3/21"
#> [469] "5/4/21" "5/5/21" "5/6/21" "5/7/21" "5/8/21" "5/9/21"
#> [475] "5/10/21" "5/11/21" "5/12/21" "5/13/21" "5/14/21" "5/15/21"
#> [481] "5/16/21" "5/17/21" "5/18/21" "5/19/21" "5/20/21" "5/21/21"
#> [487] "5/22/21" "5/23/21" "5/24/21" "5/25/21" "5/26/21" "5/27/21"
#> [493] "5/28/21" "5/29/21" "5/30/21" "5/31/21" "6/1/21" "6/2/21"
#> [499] "6/3/21" "6/4/21" "6/5/21" "6/6/21" "6/7/21" "6/8/21"
#> [505] "6/9/21" "6/10/21" "6/11/21" "6/12/21" "6/13/21" "6/14/21"
#> [511] "6/15/21" "6/16/21" "6/17/21" "6/18/21" "6/19/21" "6/20/21"
#> [517] "6/21/21" "6/22/21" "6/23/21" "6/24/21" "6/25/21" "6/26/21"
#> [523] "6/27/21" "6/28/21" "6/29/21" "6/30/21" "7/1/21" "7/2/21"
#> [529] "7/3/21" "7/4/21" "7/5/21" "7/6/21" "7/7/21" "7/8/21"
#> [535] "7/9/21" "7/10/21" "7/11/21" "7/12/21" "7/13/21" "7/14/21"
#> [541] "7/15/21" "7/16/21" "7/17/21" "7/18/21" "7/19/21" "7/20/21"
#> [547] "7/21/21" "7/22/21" "7/23/21" "7/24/21" "7/25/21" "7/26/21"
#> [553] "7/27/21" "7/28/21" "7/29/21" "7/30/21" "7/31/21" "8/1/21"
#> [559] "8/2/21" "8/3/21" "8/4/21" "8/5/21" "8/6/21" "8/7/21"
#> [565] "8/8/21" "8/9/21" "8/10/21" "8/11/21" "8/12/21" "8/13/21"
#> [571] "8/14/21" "8/15/21" "8/16/21" "8/17/21" "8/18/21" "8/19/21"
## Countries/Regions
unique(cv[[2]])
#> [1] "Afghanistan" "Albania"
#> [3] "Algeria" "Andorra"
#> [5] "Angola" "Antigua and Barbuda"
#> [7] "Argentina" "Armenia"
#> [9] "Australia" "Austria"
#> [11] "Azerbaijan" "Bahamas"
#> [13] "Bahrain" "Bangladesh"
#> [15] "Barbados" "Belarus"
#> [17] "Belgium" "Belize"
#> [19] "Benin" "Bhutan"
#> [21] "Bolivia" "Bosnia and Herzegovina"
#> [23] "Botswana" "Brazil"
#> [25] "Brunei" "Bulgaria"
#> [27] "Burkina Faso" "Burma"
#> [29] "Burundi" "Cabo Verde"
#> [31] "Cambodia" "Cameroon"
#> [33] "Canada" "Central African Republic"
#> [35] "Chad" "Chile"
#> [37] "China" "Colombia"
#> [39] "Comoros" "Congo (Brazzaville)"
#> [41] "Congo (Kinshasa)" "Costa Rica"
#> [43] "Cote d'Ivoire" "Croatia"
#> [45] "Cuba" "Cyprus"
#> [47] "Czechia" "Denmark"
#> [49] "Diamond Princess" "Djibouti"
#> [51] "Dominica" "Dominican Republic"
#> [53] "Ecuador" "Egypt"
#> [55] "El Salvador" "Equatorial Guinea"
#> [57] "Eritrea" "Estonia"
#> [59] "Eswatini" "Ethiopia"
#> [61] "Fiji" "Finland"
#> [63] "France" "Gabon"
#> [65] "Gambia" "Georgia"
#> [67] "Germany" "Ghana"
#> [69] "Greece" "Grenada"
#> [71] "Guatemala" "Guinea"
#> [73] "Guinea-Bissau" "Guyana"
#> [75] "Haiti" "Holy See"
#> [77] "Honduras" "Hungary"
#> [79] "Iceland" "India"
#> [81] "Indonesia" "Iran"
#> [83] "Iraq" "Ireland"
#> [85] "Israel" "Italy"
#> [87] "Jamaica" "Japan"
#> [89] "Jordan" "Kazakhstan"
#> [91] "Kenya" "Kiribati"
#> [93] "Korea, South" "Kosovo"
#> [95] "Kuwait" "Kyrgyzstan"
#> [97] "Laos" "Latvia"
#> [99] "Lebanon" "Lesotho"
#> [101] "Liberia" "Libya"
#> [103] "Liechtenstein" "Lithuania"
#> [105] "Luxembourg" "MS Zaandam"
#> [107] "Madagascar" "Malawi"
#> [109] "Malaysia" "Maldives"
#> [111] "Mali" "Malta"
#> [113] "Marshall Islands" "Mauritania"
#> [115] "Mauritius" "Mexico"
#> [117] "Micronesia" "Moldova"
#> [119] "Monaco" "Mongolia"
#> [121] "Montenegro" "Morocco"
#> [123] "Mozambique" "Namibia"
#> [125] "Nepal" "Netherlands"
#> [127] "New Zealand" "Nicaragua"
#> [129] "Niger" "Nigeria"
#> [131] "North Macedonia" "Norway"
#> [133] "Oman" "Pakistan"
#> [135] "Palau" "Panama"
#> [137] "Papua New Guinea" "Paraguay"
#> [139] "Peru" "Philippines"
#> [141] "Poland" "Portugal"
#> [143] "Qatar" "Romania"
#> [145] "Russia" "Rwanda"
#> [147] "Saint Kitts and Nevis" "Saint Lucia"
#> [149] "Saint Vincent and the Grenadines" "Samoa"
#> [151] "San Marino" "Sao Tome and Principe"
#> [153] "Saudi Arabia" "Senegal"
#> [155] "Serbia" "Seychelles"
#> [157] "Sierra Leone" "Singapore"
#> [159] "Slovakia" "Slovenia"
#> [161] "Solomon Islands" "Somalia"
#> [163] "South Africa" "South Sudan"
#> [165] "Spain" "Sri Lanka"
#> [167] "Sudan" "Summer Olympics 2020"
#> [169] "Suriname" "Sweden"
#> [171] "Switzerland" "Syria"
#> [173] "Taiwan*" "Tajikistan"
#> [175] "Tanzania" "Thailand"
#> [177] "Timor-Leste" "Togo"
#> [179] "Trinidad and Tobago" "Tunisia"
#> [181] "Turkey" "US"
#> [183] "Uganda" "Ukraine"
#> [185] "United Arab Emirates" "United Kingdom"
#> [187] "Uruguay" "Uzbekistan"
#> [189] "Vanuatu" "Venezuela"
#> [191] "Vietnam" "West Bank and Gaza"
#> [193] "Yemen" "Zambia"
#> [195] "Zimbabwe"
## Provice/States
unique(cv[[1]])
#> [1] NA
#> [2] "Australian Capital Territory"
#> [3] "New South Wales"
#> [4] "Northern Territory"
#> [5] "Queensland"
#> [6] "South Australia"
#> [7] "Tasmania"
#> [8] "Victoria"
#> [9] "Western Australia"
#> [10] "Alberta"
#> [11] "British Columbia"
#> [12] "Diamond Princess"
#> [13] "Grand Princess"
#> [14] "Manitoba"
#> [15] "New Brunswick"
#> [16] "Newfoundland and Labrador"
#> [17] "Northwest Territories"
#> [18] "Nova Scotia"
#> [19] "Nunavut"
#> [20] "Ontario"
#> [21] "Prince Edward Island"
#> [22] "Quebec"
#> [23] "Repatriated Travellers"
#> [24] "Saskatchewan"
#> [25] "Yukon"
#> [26] "Anhui"
#> [27] "Beijing"
#> [28] "Chongqing"
#> [29] "Fujian"
#> [30] "Gansu"
#> [31] "Guangdong"
#> [32] "Guangxi"
#> [33] "Guizhou"
#> [34] "Hainan"
#> [35] "Hebei"
#> [36] "Heilongjiang"
#> [37] "Henan"
#> [38] "Hong Kong"
#> [39] "Hubei"
#> [40] "Hunan"
#> [41] "Inner Mongolia"
#> [42] "Jiangsu"
#> [43] "Jiangxi"
#> [44] "Jilin"
#> [45] "Liaoning"
#> [46] "Macau"
#> [47] "Ningxia"
#> [48] "Qinghai"
#> [49] "Shaanxi"
#> [50] "Shandong"
#> [51] "Shanghai"
#> [52] "Shanxi"
#> [53] "Sichuan"
#> [54] "Tianjin"
#> [55] "Tibet"
#> [56] "Unknown"
#> [57] "Xinjiang"
#> [58] "Yunnan"
#> [59] "Zhejiang"
#> [60] "Faroe Islands"
#> [61] "Greenland"
#> [62] "French Guiana"
#> [63] "French Polynesia"
#> [64] "Guadeloupe"
#> [65] "Martinique"
#> [66] "Mayotte"
#> [67] "New Caledonia"
#> [68] "Reunion"
#> [69] "Saint Barthelemy"
#> [70] "Saint Pierre and Miquelon"
#> [71] "St Martin"
#> [72] "Wallis and Futuna"
#> [73] "Aruba"
#> [74] "Bonaire, Sint Eustatius and Saba"
#> [75] "Curacao"
#> [76] "Sint Maarten"
#> [77] "Cook Islands"
#> [78] "Anguilla"
#> [79] "Bermuda"
#> [80] "British Virgin Islands"
#> [81] "Cayman Islands"
#> [82] "Channel Islands"
#> [83] "Falkland Islands (Malvinas)"
#> [84] "Gibraltar"
#> [85] "Isle of Man"
#> [86] "Montserrat"
#> [87] "Saint Helena, Ascension and Tristan da Cunha"
#> [88] "Turks and Caicos Islands"