nasaweather: Collection of datasets from the ASA 2006 data expo

• CRAN: http://cran.r-project.org/web/packages/nasaweather/index.html
• GitHub: http://github.com/hadley/nasaweather
• URL: http://stat-computing.org/dataexpo/2006/

> library(nasaweather)

バージョン: 0.1

atmos

> atmos %>% {
+   class(.) %>% print()
+   dplyr::glimpse(.)
+ }

[1] "tbl_df"     "tbl"        "data.frame"
Observations: 41,472
Variables: 11
$ lat       (dbl) 36.200000, 33.704348, 31.208696, 28.713043, 26.21739...
$ long      (dbl) -113.8000, -113.8000, -113.8000, -113.8000, -113.800...
$ year      (int) 1995, 1995, 1995, 1995, 1995, 1995, 1995, 1995, 1995...
$ month     (int) 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1...
$ surftemp  (dbl) 272.7, 279.5, 284.7, 289.3, 292.2, 294.1, 295.0, 298...
$ temp      (dbl) 272.1, 282.2, 285.2, 290.7, 292.7, 293.6, 294.6, 296...
$ pressure  (dbl) 835, 940, 960, 990, 1000, 1000, 1000, 1000, 1000, 10...
$ ozone     (dbl) 304, 304, 298, 276, 274, 264, 258, 252, 250, 250, 24...
$ cloudlow  (dbl) 7.5, 11.5, 16.5, 20.5, 26.0, 30.0, 29.5, 26.5, 27.5,...
$ cloudmid  (dbl) 34.5, 32.5, 26.0, 14.5, 10.5, 9.5, 11.0, 17.5, 18.5,...
$ cloudhigh (dbl) 26.0, 20.0, 16.0, 13.0, 7.5, 8.0, 14.5, 19.5, 22.5, ...

borders

> borders %>% {
+   class(.) %>% print()
+   dplyr::glimpse(.)
+ }

[1] "grouped_df" "tbl_df"     "tbl"        "data.frame"
Observations: 7,932
Variables: 4
$ country (chr) "AG", "AG", "AG", "AG", "AG", "AG", "AG", "AG", "AG", ...
$ long    (dbl) -61.71606, -61.74814, -61.85967, -61.88203, -61.88711,...
$ lat     (dbl) 17.03701, 16.99717, 17.01333, 17.06313, 17.09814, 17.1...
$ group   (int) 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 2, 2, ...

elev

> elev %>% {
+   class(.) %>% print()
+   dplyr::glimpse(.)
+ }

[1] "tbl_df"     "tbl"        "data.frame"
Observations: 576
Variables: 3
$ long (dbl) -113.8000, -113.8000, -113.8000, -113.8000, -113.8000, -1...
$ lat  (dbl) -21.200000, -18.704348, -16.208696, -13.713043, -11.21739...
$ elev (dbl) 0.00, 0.00, 0.00, 0.00, 0.00, 0.00, 0.00, 0.19, 0.62, 131...

glaciers

> glaciers %>% {
+   class(.) %>% print()
+   dplyr::glimpse(.)
+ }

[1] "tbl_df"     "tbl"        "data.frame"
Observations: 3,591
Variables: 6
$ id      (chr) "CO1A0101001", "CO1A0101002", "CO1A0101003", "CO1A0101...
$ name    (chr) "RAMIREZ E 4", "RAMIREZ E 3", "RAMIREZ E 2", "RAMIREZ ...
$ lat     (dbl) 10.81667, 10.81667, 10.81667, 10.81667, 10.81667, 10.8...
$ long    (dbl) -73.56667, -73.56667, -73.56667, -73.56667, -73.56667,...
$ area    (chr) " NA", " NA", " NA", "0.03", "0.1", "0.03", "0.04", "0...
$ country (chr) "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO", ...

storms

> storms %>% {
+   class(.) %>% print()
+   dplyr::glimpse(.)
+ }

[1] "tbl_df"     "tbl"        "data.frame"
Observations: 2,747
Variables: 11
$ name     (chr) "Allison", "Allison", "Allison", "Allison", "Allison"...
$ year     (int) 1995, 1995, 1995, 1995, 1995, 1995, 1995, 1995, 1995,...
$ month    (int) 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6,...
$ day      (int) 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5, 6, 6, 6, 6, 7, 7,...
$ hour     (int) 0, 6, 12, 18, 0, 6, 12, 18, 0, 6, 12, 18, 0, 6, 12, 1...
$ lat      (dbl) 17.4, 18.3, 19.3, 20.6, 22.0, 23.3, 24.7, 26.2, 27.6,...
$ long     (dbl) -84.3, -84.9, -85.7, -85.8, -86.0, -86.3, -86.2, -86....
$ pressure (int) 1005, 1004, 1003, 1001, 997, 995, 987, 988, 988, 990,...
$ wind     (int) 30, 30, 35, 40, 50, 60, 65, 65, 65, 60, 60, 45, 30, 3...
$ type     (chr) "Tropical Depression", "Tropical Depression", "Tropic...
$ seasday  (int) 3, 3, 3, 3, 4, 4, 4, 4, 5, 5, 5, 5, 6, 6, 6, 6, 7, 7,...