From 1d78ea97bbd9ed8327b046a808a186112ac9ab9f Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Tue, 5 Jul 2022 23:15:47 +0200 Subject: [PATCH 01/13] storms - added data for 2021, data prior to 1975, and missing storms (closes #6319) --- NEWS.md | 2 ++ R/data-storms.R | 19 ++++++++-------- data-raw/storms.R | 54 ++++++++++++++++++++++++++++++---------------- data/storms.rda | Bin 46678 -> 89737 bytes man/storms.Rd | 19 ++++++++-------- 5 files changed, 58 insertions(+), 36 deletions(-) diff --git a/NEWS.md b/NEWS.md index 2619ce6eb2..62aabfc2a8 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,5 +1,7 @@ # dplyr (development version) +* `storms` has been updated to include 2021 data, data prior to 1975, and some missing storms that were omitted due to an error. + * `case_when()` has been rewritten to utilize vctrs (#5106). This comes with a number of useful improvements: diff --git a/R/data-storms.R b/R/data-storms.R index eeb0fbcd7c..66e6e44305 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -1,13 +1,12 @@ #' Storm tracks data #' -#' This data is a subset of the NOAA Atlantic hurricane database best track -#' data, \url{https://www.nhc.noaa.gov/data/#hurdat}. The data includes the -#' positions and attributes of storms from 1975-2020, measured every six hours -#' during the lifetime of a storm. +#' This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. +#' The data includes the positions and attributes of storms from 1852-2021. +#' The modern storms are measured every six hours during the lifetime of the storm. #' #' @seealso The script to create the storms data set: \url{https://github.com/tidyverse/dplyr/blob/main/data-raw/storms.R} #' -#' @format A tibble with 11,859 observations and 13 variables: +#' @format A tibble with 22,184 observations and 13 variables: #' \describe{ #' \item{name}{Storm Name} #' \item{year,month,day}{Date of report} @@ -19,15 +18,17 @@ #' -1 = Tropical Depression, 0 = Tropical Storm)} #' \item{wind}{storm's maximum sustained wind speed (in knots)} #' \item{pressure}{Air pressure at the storm's center (in millibars)} -#' \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above)} -#' \item{hurricane_force_diameter}{Diameter (in nautical miles) of the area experiencing hurricane strength winds (64 knots or above)} +#' \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above). Only available starting in 2004.} +#' \item{hurricane_force_diameter}{Diameter (in nautical miles) of the area experiencing hurricane strength winds (64 knots or above). Only available starting in 2004.} #' } #' @examples #' -#' # show a plot of the storm paths +#' # show a plot of the storm paths in 1975 or later #' if (requireNamespace("ggplot2", quietly = TRUE)) { #' library(ggplot2) -#' ggplot(storms) + +#' storms |> +#' filter(year >= 1975) |> +#' ggplot() + #' aes(x=long, y=lat, color=paste(year, name)) + #' geom_path() + #' guides(color='none') + diff --git a/data-raw/storms.R b/data-raw/storms.R index 86f20518c8..57f0278d32 100644 --- a/data-raw/storms.R +++ b/data-raw/storms.R @@ -1,26 +1,27 @@ library(tidyverse) # Creates storms data set from NOAA Atlantic Hurricane data, which is provided -# in an unorthodox format: a csv that alternates between header/identifier rows +# in an unorthodox format: a csv that alternates between metadata/identifier rows # and data rows. # TO UPDATE: get the latest URL from https://www.nhc.noaa.gov/data/#hurdat, and rerun this code # Read in data set so each line is a character string -storm_file_complete <- read_file("https://www.nhc.noaa.gov/data/hurdat/hurdat2-1851-2020-052921.txt") +storm_file_complete <- read_file("https://www.nhc.noaa.gov/data/hurdat/hurdat2-1851-2021-041922.txt") storm_strings <- read_lines(storm_file_complete) # Identify the header lines that have three commas -header_locations <- (1:length(storm_strings))[str_count(storm_strings, "\\,") == 3] +header_locations <- str_count(storm_strings, "\\,") == 3 +header_locations <- (1:length(storm_strings))[header_locations] # Extract length of each sub-dataset headers <- as.list(storm_strings[header_locations]) headers_df <- headers %>% map(str_sub, start = 1, end = -2) %>% # to remove trailing comma map(paste0, "\n") %>% # to trigger literal read - map_df(read_csv, col_names = c("id", "name", "n_obs")) %>% + map_df(read_csv, col_names = c("id", "name", "n_obs"), col_types = "cci") %>% mutate(name = recode(name, "UNNAMED" = id), skip = header_locations) %>% - select(name, skip, n_obs) + select(id, name, skip, n_obs) column_types <- list( date = col_character(), @@ -58,15 +59,19 @@ for (i in 1:nrow(headers_df)) { data_subset = storm_strings[row_start:row_end] %>% paste(collapse = "\n") %>% paste0("\n") + # read it as a csv data_subset = read_csv( data_subset, col_names = column_names, col_types = column_types, na = c("", "-99", "-999") ) - # name at the front + problems() + # name and id at the front data_subset$name = headers_df[i,]$name data_subset = data_subset %>% relocate(name) + data_subset$id = headers_df[i,]$id + data_subset = data_subset %>% relocate(id) # add to list of storms storm_dataframes[[i]] = data_subset } @@ -74,8 +79,11 @@ for (i in 1:nrow(headers_df)) { # Combine and clean the data sets library(lubridate) +# combine the storms into one dataframe storms <- storm_dataframes %>% - bind_rows() %>% + bind_rows() +# format the columns +storms <- storms %>% mutate( date = ymd(date), year = year(date), @@ -100,23 +108,33 @@ storms <- storm_dataframes %>% HUradius1 = extent_64_NE + extent_64_SW, HUradius2 = extent_64_NW + extent_64_SE, hurricane_force_diameter = pmax(HUradius1, HUradius2), - status = recode(status, "HU" = "hurricane", "TS" = "tropical storm", "TD" = "tropical depression") + status = factor(recode(status, "HU" = "hurricane", "TS" = "tropical storm", "TD" = "tropical depression")) ) %>% select(name, year, month, day, hour, lat, long, status, category, wind, pressure, tropicalstorm_force_diameter, hurricane_force_diameter) -# Narrow to storms that have complete pressure record -completeish <- storms %>% - group_by(name) %>% - summarise(n_pressure = sum(!is.na(pressure)), p_pressure = mean(!is.na(pressure))) %>% - filter(p_pressure == 1) %>% - .[["name"]] +# drop rows with missing pressure record +storms <- storms %>% + filter(!is.na(pressure)) +# drop storms without at least one record that is a tropical depression or higher +storms <- storms %>% + group_by(year, name) %>% + mutate(is_depression_or_higher = any(status %in% c("hurricane", "tropical storm", "tropical depression"))) %>% + ungroup() %>% + filter(is_depression_or_higher) %>% + select(-is_depression_or_higher) + +# drop all sub-depression rows +# might want to use this filter if the file size is an issue +# storms <- storms %>% filter(status %in% c("hurricane", "tropical storm", "tropical depression")) + +# make names Title casing storms <- storms %>% - filter( - status %in% c("hurricane", "tropical storm", "tropical depression"), - name %in% completeish - ) %>% mutate(name = if_else(str_sub(name, 1, 3) %in% c("AL0", "AL1"), name, str_to_title(name))) +# drop a bad data point (add more if found) +storms <- storms %>% + filter( !((year == 1969) & (name == "Debbie") & (long < -350)) ) + # output for the package usethis::use_data(storms, overwrite = TRUE) diff --git a/data/storms.rda b/data/storms.rda index dafe9fb0472ec53cb1aba1b2b69a316202f8c86a..cdc51d8c83f59445726498bde822bcbabbd75aa8 100644 GIT binary patch literal 89737 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|> + ggplot() + aes(x=long, y=lat, color=paste(year, name)) + geom_path() + guides(color='none') + From eae87764c050ffa402806d0605bd1821e0800ad7 Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Wed, 6 Jul 2022 06:40:09 +0200 Subject: [PATCH 02/13] storms - switch example to magrittr pipes for compatibility --- R/data-storms.R | 4 ++-- man/storms.Rd | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/R/data-storms.R b/R/data-storms.R index 66e6e44305..204f4502a0 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -26,8 +26,8 @@ #' # show a plot of the storm paths in 1975 or later #' if (requireNamespace("ggplot2", quietly = TRUE)) { #' library(ggplot2) -#' storms |> -#' filter(year >= 1975) |> +#' storms %>% +#' filter(year >= 1975) %>% #' ggplot() + #' aes(x=long, y=lat, color=paste(year, name)) + #' geom_path() + diff --git a/man/storms.Rd b/man/storms.Rd index da26a74359..0cb25f4063 100644 --- a/man/storms.Rd +++ b/man/storms.Rd @@ -34,8 +34,8 @@ The modern storms are measured every six hours during the lifetime of the storm. # show a plot of the storm paths in 1975 or later if (requireNamespace("ggplot2", quietly = TRUE)) { library(ggplot2) - storms |> - filter(year >= 1975) |> + storms \%>\% + filter(year >= 1975) \%>\% ggplot() + aes(x=long, y=lat, color=paste(year, name)) + geom_path() + From 2a342ff3054e92044f383bc5d4f96f406f47af07 Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Tue, 12 Jul 2022 20:58:34 +0200 Subject: [PATCH 03/13] storms - categories and non-hurricane status --- R/data-storms.R | 11 +++++++++-- data-raw/storms.R | 46 +++++++++++++++++++++++++++++++++++++--------- data/storms.rda | Bin 89737 -> 87398 bytes man/storms.Rd | 11 +++++++++-- 4 files changed, 55 insertions(+), 13 deletions(-) diff --git a/R/data-storms.R b/R/data-storms.R index 204f4502a0..cfb990ab0c 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -14,8 +14,15 @@ #' \item{lat,long}{Location of storm center} #' \item{status}{Storm classification (Tropical Depression, Tropical Storm, #' or Hurricane)} -#' \item{category}{Saffir-Simpson storm category (estimated from wind speed. -#' -1 = Tropical Depression, 0 = Tropical Storm)} +#' \item{category}{Saffir-Simpson hurricane category calculated from wind speed. Only applies to hurricanes. +#' \itemize{ +#' \item 64+ knots = Category 1 +#' \item 83+ knots = Category 2 +#' \item 96+ knots = Category 3 +#' \item 113+ knots = Category 4 +#' \item 137+ knots = Category 5 +#' } +#' } #' \item{wind}{storm's maximum sustained wind speed (in knots)} #' \item{pressure}{Air pressure at the storm's center (in millibars)} #' \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above). Only available starting in 2004.} diff --git a/data-raw/storms.R b/data-raw/storms.R index 57f0278d32..e21401caae 100644 --- a/data-raw/storms.R +++ b/data-raw/storms.R @@ -82,6 +82,12 @@ library(lubridate) # combine the storms into one dataframe storms <- storm_dataframes %>% bind_rows() + + +##################### +# format and cleanup + + # format the columns storms <- storms %>% mutate( @@ -96,26 +102,48 @@ storms <- storms %>% long_hemisphere = str_sub(long, -1), long_sign = if_else(long_hemisphere == "E", 1, -1), long = as.numeric(str_sub(long, 1, -2)) * long_sign, - category = cut(wind, - breaks = c(0, 34, 64, 83, 96, 113, 137, 500), - labels = c(-1, 0, 1, 2, 3, 4, 5), - include.lowest = TRUE, ordered = TRUE - ), # wind = wind * 1.15078, # transforms knots to mph, TSradius1 = extent_34_NE + extent_34_SW, TSradius2 = extent_34_NW + extent_34_SE, tropicalstorm_force_diameter = pmax(TSradius1, TSradius2), HUradius1 = extent_64_NE + extent_64_SW, HUradius2 = extent_64_NW + extent_64_SE, - hurricane_force_diameter = pmax(HUradius1, HUradius2), - status = factor(recode(status, "HU" = "hurricane", "TS" = "tropical storm", "TD" = "tropical depression")) + hurricane_force_diameter = pmax(HUradius1, HUradius2) ) %>% - select(name, year, month, day, hour, lat, long, status, category, wind, pressure, tropicalstorm_force_diameter, hurricane_force_diameter) + select(name, year, month, day, hour, lat, long, status, wind, pressure, tropicalstorm_force_diameter, hurricane_force_diameter) # drop rows with missing pressure record storms <- storms %>% filter(!is.na(pressure)) +# don't abrev. +storms <- storms %>% mutate( + status = factor(recode(status, + "HU" = "hurricane", + "TS" = "tropical storm", + "TD" = "tropical depression", + "EX" = "extratropical", + "SD" = "subtropical depression", + "SS" = "subtropical storm", + "LO" = "other low", + "WV" = "tropical wave", + "DB" = "disturbance" + )) +) + +# hurricane category +storms <- storms %>% + mutate(category = case_when( + status != "hurricane" ~ NA, + wind >= 64 ~ 1, + wind >= 83 ~ 2, + wind >= 96 ~ 3, + wind >= 113 ~ 4, + wind >= 137 ~ 5, + .default = NA + )) %>% + relocate(category, .after = status) + # drop storms without at least one record that is a tropical depression or higher storms <- storms %>% group_by(year, name) %>% @@ -124,7 +152,7 @@ storms <- storms %>% filter(is_depression_or_higher) %>% select(-is_depression_or_higher) -# drop all sub-depression rows +# drop all rows that are not at least a depression # might want to use this filter if the file size is an issue # storms <- storms %>% filter(status %in% c("hurricane", "tropical storm", "tropical depression")) diff --git a/data/storms.rda b/data/storms.rda index cdc51d8c83f59445726498bde822bcbabbd75aa8..3be38ce582541705dcac3ef5268051c0aa832c13 100644 GIT binary patch delta 64001 zcmYg$Wmp_h&nQq_irYeQS*+M%MT%Q-Ena-_7Wc({vBg~$x8hx3p-^0lJ1s0yio2Ay zx9|IX_dYj2W|B!J$;o+Ua`GhcNUZ%@td9YPIHdWH-c%zOurNbb2)5VEM>HTB&RjIk 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Only applies to hurricanes. +\itemize{ +\item 64+ knots = Category 1 +\item 83+ knots = Category 2 +\item 96+ knots = Category 3 +\item 113+ knots = Category 4 +\item 137+ knots = Category 5 +} +} \item{wind}{storm's maximum sustained wind speed (in knots)} \item{pressure}{Air pressure at the storm's center (in millibars)} \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above). Only available starting in 2004.} From b78488c04a35294e7237ceb383bfada99ba4fd93 Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Wed, 13 Jul 2022 11:33:57 +0200 Subject: [PATCH 04/13] storms - fixed categories --- data-raw/storms.R | 8 ++++---- data/storms.rda | Bin 87398 -> 88317 bytes 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/data-raw/storms.R b/data-raw/storms.R index e21401caae..6a2d76bbb5 100644 --- a/data-raw/storms.R +++ b/data-raw/storms.R @@ -135,11 +135,11 @@ storms <- storms %>% mutate( storms <- storms %>% mutate(category = case_when( status != "hurricane" ~ NA, - wind >= 64 ~ 1, - wind >= 83 ~ 2, - wind >= 96 ~ 3, - wind >= 113 ~ 4, wind >= 137 ~ 5, + wind >= 113 ~ 4, + wind >= 96 ~ 3, + wind >= 83 ~ 2, + wind >= 64 ~ 1, .default = NA )) %>% relocate(category, .after = status) diff --git a/data/storms.rda b/data/storms.rda index 3be38ce582541705dcac3ef5268051c0aa832c13..5ecd79af32561f124de8dd220d7b4e5aae3eb0df 100644 GIT binary patch delta 63119 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ziG1??TZAV>z07z&MhJ-;&@#EQIP`hWcIg>;8*5|puW*>uXu2lNp?-GH_AheBX)q@Tocbz14l;hu^-Mt^GIQRTe{= z8u`ofZ2bL|(-vQB%lk!R$G*NyQMg}x<;}f3lLVsT5L@XZ`J;WcMUhlJ*^A}mf`POO zb^IbL{XO^kAU-oNfKL>CuQ&&}`-NM*f4KgdguQ#B^YI8ww4nW7NNktY`G>6%H9xCd zwYu;s6)XOB{JYy%zKSgTx$Mx4HPiayZYYenmON7#hn2#JE0$= zT^9M@4_@eG?_UU Date: Sun, 17 Jul 2022 17:54:21 +0200 Subject: [PATCH 05/13] docs formatting Co-authored-by: Hadley Wickham --- R/data-storms.R | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/R/data-storms.R b/R/data-storms.R index cfb990ab0c..73e4f7607b 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -1,6 +1,6 @@ #' Storm tracks data #' -#' This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. +#' This dataset is the NOAA Atlantic hurricane database best track data, . #' The data includes the positions and attributes of storms from 1852-2021. #' The modern storms are measured every six hours during the lifetime of the storm. #' From 516ca6ebaafc2e015f33b46446f2758818b5e8a8 Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Wed, 17 Aug 2022 16:41:38 +0200 Subject: [PATCH 06/13] Update data-raw/storms.R Co-authored-by: Hadley Wickham --- data-raw/storms.R | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/data-raw/storms.R b/data-raw/storms.R index 6a2d76bbb5..54f7cdd58b 100644 --- a/data-raw/storms.R +++ b/data-raw/storms.R @@ -147,10 +147,8 @@ storms <- storms %>% # drop storms without at least one record that is a tropical depression or higher storms <- storms %>% group_by(year, name) %>% - mutate(is_depression_or_higher = any(status %in% c("hurricane", "tropical storm", "tropical depression"))) %>% - ungroup() %>% - filter(is_depression_or_higher) %>% - select(-is_depression_or_higher) + filter(any(status %in% c("hurricane", "tropical storm", "tropical depression"))) %>% + ungroup() # drop all rows that are not at least a depression # might want to use this filter if the file size is an issue From 1e0aa1ffb1ba900e7cd28e43c077f718f1771a6f Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Wed, 17 Aug 2022 16:41:52 +0200 Subject: [PATCH 07/13] Update NEWS.md Co-authored-by: Davis Vaughan --- NEWS.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index 536b3c2439..fd18bf8901 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,6 @@ # dplyr (development version) -* `storms` has been updated to include 2021 data, data prior to 1975, and some missing storms that were omitted due to an error. +* `storms` has been updated to include 2021 data, data prior to 1975, and some missing storms that were omitted due to an error (#6320). * `coalesce()` now more fully embraces the principles of vctrs (#6265). * `.ptype` and `.size` arguments have been added to allow you to explicitly From 008f216c99507c60c75c11318f4fc56d9bc1ffff Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Wed, 17 Aug 2022 17:08:12 +0200 Subject: [PATCH 08/13] storms documentation update --- R/data-storms.R | 20 +++++++++++--------- man/storms.Rd | 20 +++++++++++--------- 2 files changed, 22 insertions(+), 18 deletions(-) diff --git a/R/data-storms.R b/R/data-storms.R index 73e4f7607b..07fd3814fc 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -2,7 +2,7 @@ #' #' This dataset is the NOAA Atlantic hurricane database best track data, . #' The data includes the positions and attributes of storms from 1852-2021. -#' The modern storms are measured every six hours during the lifetime of the storm. +#' Storms from 1979 onward are measured every six hours during the lifetime of the storm. Storms in earlier years have lots of missing data, with very early storms often having only one data point. #' #' @seealso The script to create the storms data set: \url{https://github.com/tidyverse/dplyr/blob/main/data-raw/storms.R} #' @@ -14,13 +14,14 @@ #' \item{lat,long}{Location of storm center} #' \item{status}{Storm classification (Tropical Depression, Tropical Storm, #' or Hurricane)} -#' \item{category}{Saffir-Simpson hurricane category calculated from wind speed. Only applies to hurricanes. +#' \item{category}{Saffir-Simpson hurricane category calculated from wind speed. #' \itemize{ -#' \item 64+ knots = Category 1 -#' \item 83+ knots = Category 2 -#' \item 96+ knots = Category 3 -#' \item 113+ knots = Category 4 -#' \item 137+ knots = Category 5 +#' \item category = NA : Not a hurricane +#' \item category = 1 : 64+ knots +#' \item category = 2 : 83+ knots +#' \item category = 3 : 96+ knots +#' \item category = 4 : 113+ knots +#' \item category = 5 : 137+ knots #' } #' } #' \item{wind}{storm's maximum sustained wind speed (in knots)} @@ -30,12 +31,13 @@ #' } #' @examples #' -#' # show a plot of the storm paths in 1975 or later +#' # Show a plot of the storm paths. +#' # Limit the storms to 1975 and later to ensure the figure fits. #' if (requireNamespace("ggplot2", quietly = TRUE)) { #' library(ggplot2) #' storms %>% #' filter(year >= 1975) %>% -#' ggplot() + +#' ggplot() + #' aes(x=long, y=lat, color=paste(year, name)) + #' geom_path() + #' guides(color='none') + diff --git a/man/storms.Rd b/man/storms.Rd index 9970b65f68..025704224b 100644 --- a/man/storms.Rd +++ b/man/storms.Rd @@ -13,13 +13,14 @@ A tibble with 22,184 observations and 13 variables: \item{lat,long}{Location of storm center} \item{status}{Storm classification (Tropical Depression, Tropical Storm, or Hurricane)} -\item{category}{Saffir-Simpson hurricane category calculated from wind speed. Only applies to hurricanes. +\item{category}{Saffir-Simpson hurricane category calculated from wind speed. \itemize{ -\item 64+ knots = Category 1 -\item 83+ knots = Category 2 -\item 96+ knots = Category 3 -\item 113+ knots = Category 4 -\item 137+ knots = Category 5 +\item category = NA : Not a hurricane +\item category = 1 : 64+ knots +\item category = 2 : 83+ knots +\item category = 3 : 96+ knots +\item category = 4 : 113+ knots +\item category = 5 : 137+ knots } } \item{wind}{storm's maximum sustained wind speed (in knots)} @@ -34,16 +35,17 @@ storms \description{ This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. The data includes the positions and attributes of storms from 1852-2021. -The modern storms are measured every six hours during the lifetime of the storm. +Storms from 1979 onward are measured every six hours during the lifetime of the storm. Storms in earlier years have lots of missing data, with very early storms often having only one data point. } \examples{ -# show a plot of the storm paths in 1975 or later +# Show a plot of the storm paths. +# Limit the storms to 1975 and later to ensure the figure fits. if (requireNamespace("ggplot2", quietly = TRUE)) { library(ggplot2) storms \%>\% filter(year >= 1975) \%>\% - ggplot() + + ggplot() + aes(x=long, y=lat, color=paste(year, name)) + geom_path() + guides(color='none') + From b844a08d20dbd2dab21e547f0e90855aac4bffc6 Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Wed, 17 Aug 2022 17:36:38 -0500 Subject: [PATCH 09/13] Polish news bullet --- NEWS.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/NEWS.md b/NEWS.md index b8f32ce494..1ba4a902aa 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,6 +1,8 @@ # dplyr (development version) -* `storms` has been updated to include 2021 data, data prior to 1975, and some missing storms that were omitted due to an error (#6320). +* `storms` has been updated to include 2021 data, data prior to 1975, and some + missing storms that were omitted due to an error (@steveharoz, #6320). + * `progress_estimate()` is deprecated for all uses (#6387). * `funs()`, deprecated in 0.8.0, is now defunct (#6387). From 801f1d9e1fe92778d7f49ad7074d2be0264fac03 Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Wed, 17 Aug 2022 17:44:58 -0500 Subject: [PATCH 10/13] Code/doc style --- R/data-storms.R | 44 +++++++++++++++++++++++++------------------- man/storms.Rd | 44 +++++++++++++++++++++++++------------------- 2 files changed, 50 insertions(+), 38 deletions(-) diff --git a/R/data-storms.R b/R/data-storms.R index 07fd3814fc..86b4ca2227 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -1,10 +1,14 @@ #' Storm tracks data #' -#' This dataset is the NOAA Atlantic hurricane database best track data, . -#' The data includes the positions and attributes of storms from 1852-2021. -#' Storms from 1979 onward are measured every six hours during the lifetime of the storm. Storms in earlier years have lots of missing data, with very early storms often having only one data point. +#' This dataset is the NOAA Atlantic hurricane database best track data, +#' . The data includes the positions and +#' attributes of storms from 1852-2021. Storms from 1979 onward are measured +#' every six hours during the lifetime of the storm. Storms in earlier years +#' have lots of missing data, with very early storms often having only one data +#' point. #' -#' @seealso The script to create the storms data set: \url{https://github.com/tidyverse/dplyr/blob/main/data-raw/storms.R} +#' @seealso The script to create the storms data set: +#' #' #' @format A tibble with 22,184 observations and 13 variables: #' \describe{ @@ -16,31 +20,33 @@ #' or Hurricane)} #' \item{category}{Saffir-Simpson hurricane category calculated from wind speed. #' \itemize{ -#' \item category = NA : Not a hurricane -#' \item category = 1 : 64+ knots -#' \item category = 2 : 83+ knots -#' \item category = 3 : 96+ knots -#' \item category = 4 : 113+ knots -#' \item category = 5 : 137+ knots +#' \item `NA`: Not a hurricane +#' \item 1: 64+ knots +#' \item 2: 83+ knots +#' \item 3: 96+ knots +#' \item 4: 113+ knots +#' \item 5: 137+ knots #' } #' } #' \item{wind}{storm's maximum sustained wind speed (in knots)} #' \item{pressure}{Air pressure at the storm's center (in millibars)} -#' \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above). Only available starting in 2004.} -#' \item{hurricane_force_diameter}{Diameter (in nautical miles) of the area experiencing hurricane strength winds (64 knots or above). Only available starting in 2004.} +#' \item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the +#' area experiencing tropical storm strength winds (34 knots or above). +#' Only available starting in 2004.} +#' \item{hurricane_force_diameter}{Diameter (in nautical miles) of the area +#' experiencing hurricane strength winds (64 knots or above). Only available +#' starting in 2004.} #' } #' @examples +#' storms #' -#' # Show a plot of the storm paths. -#' # Limit the storms to 1975 and later to ensure the figure fits. +#' # Show a few recent storm paths #' if (requireNamespace("ggplot2", quietly = TRUE)) { #' library(ggplot2) #' storms %>% -#' filter(year >= 1975) %>% -#' ggplot() + -#' aes(x=long, y=lat, color=paste(year, name)) + -#' geom_path() + -#' guides(color='none') + +#' filter(year >= 2000) %>% +#' ggplot(aes(long, lat, color = paste(year, name))) + +#' geom_path(show.legend = FALSE) + #' facet_wrap(~year) #' } #' diff --git a/man/storms.Rd b/man/storms.Rd index 025704224b..937e923d18 100644 --- a/man/storms.Rd +++ b/man/storms.Rd @@ -15,46 +15,52 @@ A tibble with 22,184 observations and 13 variables: or Hurricane)} \item{category}{Saffir-Simpson hurricane category calculated from wind speed. \itemize{ -\item category = NA : Not a hurricane -\item category = 1 : 64+ knots -\item category = 2 : 83+ knots -\item category = 3 : 96+ knots -\item category = 4 : 113+ knots -\item category = 5 : 137+ knots +\item \code{NA}: Not a hurricane +\item 1: 64+ knots +\item 2: 83+ knots +\item 3: 96+ knots +\item 4: 113+ knots +\item 5: 137+ knots } } \item{wind}{storm's maximum sustained wind speed (in knots)} \item{pressure}{Air pressure at the storm's center (in millibars)} -\item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the area experiencing tropical storm strength winds (34 knots or above). Only available starting in 2004.} -\item{hurricane_force_diameter}{Diameter (in nautical miles) of the area experiencing hurricane strength winds (64 knots or above). Only available starting in 2004.} +\item{tropicalstorm_force_diameter}{Diameter (in nautical miles) of the +area experiencing tropical storm strength winds (34 knots or above). +Only available starting in 2004.} +\item{hurricane_force_diameter}{Diameter (in nautical miles) of the area +experiencing hurricane strength winds (64 knots or above). Only available +starting in 2004.} } } \usage{ storms } \description{ -This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. -The data includes the positions and attributes of storms from 1852-2021. -Storms from 1979 onward are measured every six hours during the lifetime of the storm. Storms in earlier years have lots of missing data, with very early storms often having only one data point. +This dataset is the NOAA Atlantic hurricane database best track data, +\url{https://www.nhc.noaa.gov/data/#hurdat}. The data includes the positions and +attributes of storms from 1852-2021. Storms from 1979 onward are measured +every six hours during the lifetime of the storm. Storms in earlier years +have lots of missing data, with very early storms often having only one data +point. } \examples{ +storms -# Show a plot of the storm paths. -# Limit the storms to 1975 and later to ensure the figure fits. +# Show a few recent storm paths if (requireNamespace("ggplot2", quietly = TRUE)) { library(ggplot2) storms \%>\% - filter(year >= 1975) \%>\% - ggplot() + - aes(x=long, y=lat, color=paste(year, name)) + - geom_path() + - guides(color='none') + + filter(year >= 2000) \%>\% + ggplot(aes(long, lat, color = paste(year, name))) + + geom_path(show.legend = FALSE) + facet_wrap(~year) } storms } \seealso{ -The script to create the storms data set: \url{https://github.com/tidyverse/dplyr/blob/main/data-raw/storms.R} +The script to create the storms data set: +\url{https://github.com/tidyverse/dplyr/blob/main/data-raw/storms.R} } \keyword{datasets} From f0fe72b9622e5e38e7ff2ffe6cd3351064c35b0b Mon Sep 17 00:00:00 2001 From: Steve Haroz Date: Thu, 18 Aug 2022 02:11:22 +0200 Subject: [PATCH 11/13] storms - dropped data before 1975 --- data-raw/storms.R | 10 ++++++++-- data/storms.rda | Bin 88317 -> 70373 bytes 2 files changed, 8 insertions(+), 2 deletions(-) diff --git a/data-raw/storms.R b/data-raw/storms.R index 54f7cdd58b..fdca0238cd 100644 --- a/data-raw/storms.R +++ b/data-raw/storms.R @@ -109,8 +109,7 @@ storms <- storms %>% HUradius1 = extent_64_NE + extent_64_SW, HUradius2 = extent_64_NW + extent_64_SE, hurricane_force_diameter = pmax(HUradius1, HUradius2) - ) %>% - select(name, year, month, day, hour, lat, long, status, wind, pressure, tropicalstorm_force_diameter, hurricane_force_diameter) + ) # drop rows with missing pressure record storms <- storms %>% @@ -162,5 +161,12 @@ storms <- storms %>% storms <- storms %>% filter( !((year == 1969) & (name == "Debbie") & (long < -350)) ) +# simplify +storms <- storms %>% + # drop historical data for simplicity and backwards compatibility + filter(year >= 1975) %>% + # drop some 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zt;In7aelg(_FL1X*J?3OJFAgljrJ4l6~ZvrF+RcE`5k$CoTu7#_75LHxjDVt&EOlA zGBHbXB!q|GAqWV0qkd_3DCPx9`|XkZ8|>x0ZtbJhIeYP3rxv}w{~MFU4-lW--2RQ{ zX*^3r*b$gT7bB0~RwtW__p$Lq$9p<)?dKc_i2kfe>6{`SDqpP}h>z<*3%7k1H+A?K z%JU&V1i^eZd*(nr&)uYo@y1_+A;+ibK+gLdb?qajyZ&c`O84`~*O7ylo1>X@!@ckQ zf~t>aMJwOdsFRe`ifuwJzXx}<@O+-6*x0t)L%D}F%3eKfs=R$Ua9x#N0B+;6O@pTH zUs2ufP=nyDM5_MsRSK_BDI@VRgtp!~kG#URUnf%R)lSNwHd3I^Ti$x!pGQJAnA>SR zENDjFyRKMSUuWFh#C-=4D9E2ONCo9cuQa@u?hCV<*k8vi$&oSy84S@8Ssb1+XX2M$ z&V&Qfz7EdLFKK00>>5qt>+7BzBlh z(qb`97oQJN1UB)GVdiGu>w Date: Thu, 18 Aug 2022 02:20:34 +0200 Subject: [PATCH 12/13] storms - fixed docs to match date cutoff --- R/data-storms.R | 5 ++--- man/storms.Rd | 5 ++--- 2 files changed, 4 insertions(+), 6 deletions(-) diff --git a/R/data-storms.R b/R/data-storms.R index 86b4ca2227..c13353ca80 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -2,10 +2,9 @@ #' #' This dataset is the NOAA Atlantic hurricane database best track data, #' . The data includes the positions and -#' attributes of storms from 1852-2021. Storms from 1979 onward are measured +#' attributes of storms from 1975-2021. Storms from 1979 onward are measured #' every six hours during the lifetime of the storm. Storms in earlier years -#' have lots of missing data, with very early storms often having only one data -#' point. +#' have some missing data. #' #' @seealso The script to create the storms data set: #' diff --git a/man/storms.Rd b/man/storms.Rd index 937e923d18..9a15535791 100644 --- a/man/storms.Rd +++ b/man/storms.Rd @@ -39,10 +39,9 @@ storms \description{ This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. The data includes the positions and -attributes of storms from 1852-2021. Storms from 1979 onward are measured +attributes of storms from 1975-2021. Storms from 1979 onward are measured every six hours during the lifetime of the storm. Storms in earlier years -have lots of missing data, with very early storms often having only one data -point. +have some missing data. } \examples{ storms From 0a8e9a18ae5475e701ed16c28810ba0675b71548 Mon Sep 17 00:00:00 2001 From: Hadley Wickham Date: Thu, 18 Aug 2022 07:45:20 -0500 Subject: [PATCH 13/13] A few more updates --- NEWS.md | 4 ++-- R/data-storms.R | 9 +++++---- man/storms.Rd | 9 +++++---- 3 files changed, 12 insertions(+), 10 deletions(-) diff --git a/NEWS.md b/NEWS.md index 1ba4a902aa..a5d682b1ce 100644 --- a/NEWS.md +++ b/NEWS.md @@ -1,7 +1,7 @@ # dplyr (development version) -* `storms` has been updated to include 2021 data, data prior to 1975, and some - missing storms that were omitted due to an error (@steveharoz, #6320). +* `storms` has been updated to include 2021 data and some missing storms that + were omitted due to an error (@steveharoz, #6320). * `progress_estimate()` is deprecated for all uses (#6387). diff --git a/R/data-storms.R b/R/data-storms.R index c13353ca80..8f1500b67e 100644 --- a/R/data-storms.R +++ b/R/data-storms.R @@ -2,14 +2,15 @@ #' #' This dataset is the NOAA Atlantic hurricane database best track data, #' . The data includes the positions and -#' attributes of storms from 1975-2021. Storms from 1979 onward are measured -#' every six hours during the lifetime of the storm. Storms in earlier years -#' have some missing data. +#' attributes of storms from `r min(storms$year)`-`r max(storms$year)`. Storms +#' from 1979 onward are measured every six hours during the lifetime of the +#' storm. Storms in earlier years have some missing data. #' #' @seealso The script to create the storms data set: #' #' -#' @format A tibble with 22,184 observations and 13 variables: +#' @format A tibble with `r format(nrow(storms), big.mark = ",")` observations +#' and `r ncol(storms)` variables: #' \describe{ #' \item{name}{Storm Name} #' \item{year,month,day}{Date of report} diff --git a/man/storms.Rd b/man/storms.Rd index 9a15535791..0e7526fd49 100644 --- a/man/storms.Rd +++ b/man/storms.Rd @@ -5,7 +5,8 @@ \alias{storms} \title{Storm tracks data} \format{ -A tibble with 22,184 observations and 13 variables: +A tibble with 19,066 observations +and 13 variables: \describe{ \item{name}{Storm Name} \item{year,month,day}{Date of report} @@ -39,9 +40,9 @@ storms \description{ This dataset is the NOAA Atlantic hurricane database best track data, \url{https://www.nhc.noaa.gov/data/#hurdat}. The data includes the positions and -attributes of storms from 1975-2021. Storms from 1979 onward are measured -every six hours during the lifetime of the storm. Storms in earlier years -have some missing data. +attributes of storms from 1975-2021. Storms +from 1979 onward are measured every six hours during the lifetime of the +storm. Storms in earlier years have some missing data. } \examples{ storms