TIDYR . TIDYVERSE . ORG {
}
Title:
Tidy data • tidyr
Description:
A tidy dataset has variables in columns, observations in rows, and one value in each cell. This vignette introduces the theory of "tidy data" and shows you how it saves you time during data analysis.
Website Age:
8 years and 10 months (reg. 2016-08-23).
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Keywords {🔍}
dbl, data, variables, chr, int, dataset, values, rows, tidy, dont, columns, baby, pac, week, cry, quiz, tibble, column, variable, rank, tmax, tmin, analysis, datasets, multiple, date, song, year, billboard, messy, day, tidying, table, single, agnostic, artist, track, geher, weather, classroom, missing, names, stored, hardest, part, test, billy, tables, observation, observations,
Topics {✒️}
na iso2 d1-d31 d1 single year /hadley/data-fuel-economy unique song id tmax /hadley/data-baby-names year tmin facilitate initial exploration names_from = element record background information pivoting element element column perform additional tidying vectorised programming languages completely crossed designs pew research center world health organisation id id = social security administration final data frame data frames made month single data frame messy data occurs call data tidying vignettes/tidy-data define tidy data fraud detection environment complicated situation occurs similar “demographic” information medical data collected meteorological data collected describe functional relationships considerably simplifies analysis start analysing immediately entered = null correctly match populations date date = tidy data makes tidy datasets provide connected datasets common good ordering makes involve values collected tidy data provide
Questions {❓}
- One way of organising variables is by their role in the analysis: are values fixed by the design of the data collection, or are they measured during the course of the experiment?
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