Learn R Programming

weatherData is a library of functions that will fetch weather data (Temperature, Pressure, Humidity, Wind Speed etc.) from the Web for you as a clean data frame.

If you want to perform weather Analysis, but don't wish to be bothered with scraping the data yourself, you can consider using weatherData.

Github Page with Examples

The main page for weatherData (with explanations and Examples) can be found at http://ram-n.github.io/weatherData/

Install

To install the development version of weatherData from github, use the devtools package.

install.packages("devtools")
library("devtools")
install_github("Ram-N/weatherData")

Load the library

library(weatherData)

Windows users may also need to first install Rtools from CRAN. (Look in bin/windows)

Suggestions

Suggestions are welcome! If you would have a particular need for weather data, let me know what changes you'd like to see in the package. If you find bugs, please do report it. Fetching data from the web can be fragile. Submit an Issue.

How to Use this package

Examples

library(weatherData)
checkDataAvailabilityForDateRange("SFO", "2010-10-29", "2013-01-12")

The command above will see if weather data is available for the Airport supplied ("SFO") for the two end dates supplied: for the 20th Oct 2010 and for Jan 12th 2013 in this case.

This command is useful for a quick check, before invoking getDateRangeWeather

data(London2013)

This is a data frame of Ambient temperature data, extracted from Weather Undergound. Each row has two entries (columns). The Timestamp (YYYY-MM-DD HH:MM:SS) and the TemperatureF (in degrees F)

getCurrentTemperature("PIT")

This function will get the latest recorded Temperature for a give city or station. Any valid US Airport code or International 4-letter Airport Weather Code is valid. For example "EGLL" for London, UK. Note: This function uses the Sys.Date to learn today's date

getStationCode("Buffalo")
getStationCode("Buffalo", state="WY")

This function will return a record containing matches to a given station name, and the 4 letter code can then be used in the arguments to other functions such as getWeatherForDate()

More examples (with explanations) can be found at http://ram-n.github.io/weatherData/

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Version

Install

install.packages('weatherData')

Monthly Downloads

61

Version

0.5.0

License

GPL

Maintainer

Last Published

June 5th, 2017

Functions in weatherData (0.5.0)

checkDataAvailability

Check if WeatherUnderground has Data for given station and date
checkDataAvailabilityForDateRange

Quick Check to see if WeatherUnderground has Weather Data for given station for a range of dates
IntlWxStations

Data - International Weather Stations
London2013

Data - Ambient Temperature for the City of London for all of 2013
SFO2012

Data - Ambient Temperature for the City of San Francisco for all of 2012
SFO2013

Data - Ambient Temperature for the City of San Francisco for all of 2013
checkSummarizedDataAvailability

Quick Check to see if WeatherUnderground has Summarized Weather Data for given station for a custom range of dates
getCurrentTemperature

Get the latest recorded temperature for a location
SFO2013Summarized

Data - Summarized Daily Temperature for the City of San Francisco for all of 2013
USAirportWeatherStations

Data - US Weather Stations ID's
getDailyMinMaxTemp

Get the daily minimum (maximum) temperatures for a given weather stations
getDetailedWeather

Gets weather data for a single date (All records)
getWeatherForMultipleYears

For Multiple Years, fetch the weather data for a station
getWeatherForYear

Get weather data for one full year
getTemperatureForDate

Getting Temperature data for a single date (or a range of dates)
getWeatherForDate

Getting data for a range of dates
showAvailableColumns

Shows all the available Weather Data Columns
weatherData-package

Get Weather & Temperature data from the Web
Mumbai2013

Data - Ambient Temperature for the City of Mumbai, India for all of 2013
NewYork2013

Data - Ambient Temperature for New York City for all of 2013
getStationCode

Gets the Weather Station code for a location (in the US)
getSummarizedWeather

Gets daily summary weather data (One record per day)