Package: eeptools 1.2.6

eeptools: Convenience Functions for Education Data

Collection of convenience functions to make working with administrative records easier and more consistent. Includes functions to clean strings, and identify cut points. Also includes three example data sets of administrative education records for learning how to process records with errors.

Authors:Jason P. Becker [ctb], Jared E. Knowles [aut, cre]

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eeptools.pdf |eeptools.html✨
eeptools/json (API)
NEWS

# Install 'eeptools' in R:
install.packages('eeptools', repos = c('https://jknowles.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/jknowles/eeptools/issues

Datasets:
  • midsch - A dataframe of aggregate test scores for schools in a Midwest state.
  • stuatt - Student Attributes from the Strategic Data Project Toolkit
  • stulevel - A synthetic data set of K-12 student attributes.

On CRAN:

7.68 score 32 stars 416 scripts 1.8k downloads 2 mentions 25 exports 44 dependencies

Last updated 1 years agofrom:82186c455b. Checks:5 OK, 3 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 15 2025
R-4.5-winNOTEFeb 15 2025
R-4.5-macNOTEFeb 15 2025
R-4.5-linuxNOTEFeb 15 2025
R-4.4-winOKFeb 15 2025
R-4.4-macOKFeb 15 2025
R-4.3-winOKFeb 15 2025
R-4.3-macOKFeb 15 2025

Exports:age_calccleanTexcrosstabplotcrosstabscutoffdecommadefacgelmansimisidlag_dataleading_zeromakenummax_mismoves_calcnth_maxprofpolyprofpoly.dataremove_charretained_calcstatamodetheme_dpitheme_dpi_maptheme_dpi_map2theme_dpi_mapPNGthresh

Dependencies:abindarmbootclicodacolorspacedata.tablefansifarverggplot2gluegtableisobandlabelinglatticelifecyclelme4lmtestmagrittrMASSMatrixmgcvminqamunsellnlmenloptrpillarpkgconfigR6rbibutilsRColorBrewerRcppRcppEigenRdpackreformulasrlangscalestibbleutf8vcdvctrsviridisLitewithrzoo

Tools for Education Data in R

Jared E. Knowles

Rendered fromintro.Rmdusingknitr::rmarkdownon Feb 15 2025.

Last update: 2023-05-31
Started: 2015-09-21

Readme and manuals

Help Manual

Help pageTopics
Function to calculate age from date of birth.age_calc
A function to replicate the basic plot function for linear models in ggplot2autoplot.lm
Remove Unwanted LaTeX files after building documentcleanTex
Draw a visual crosstab (mosaic plot) with shading for correlations and labels in each cell.crosstabplot
Build a list of crosstabulations from a datasetcrosstabs
A function to calculate thresholds of cumulative sums in a vector.cutoff
Remove commas from numeric fields and return them as numericsdecomma
Convert a factor to a character string safelydefac
Evaluation of educational policy toolseeptools
Generate prediction intervals for model functionsgelmansim
A function to check if a set of variables form a unique ID in a dataframe.isid
Create a laglag_data
Function to add leading zeroes to maintain fixed width.leading_zero
a function to convert numeric factors into numeric class objectsmakenum
A function to safely take the maximum of a vector that could include only NAs.max_mis
A dataframe of aggregate test scores for schools in a Midwest state.midsch
Function to calculate the number of times a student has changed schools.moves_calc
Find the nth maximum valuenth_max
Creates a proficiency polygon in ggplot2 for showing assessment categoriesprofpoly
Creates a data frame suitable for building custom polygon layers in ggplot2 objectsprofpoly.data
A function to replace an arbitrary character like a "*" in redacted data with an NA in Rremove_char
Function to calculate whether a student has repeated a grade.retained_calc
A function to mimic the mode function in Stata.statamode
Student Attributes from the Strategic Data Project Toolkitstuatt
A synthetic data set of K-12 student attributes.stulevel
a deprecated ggplot2 theme developed for PDF and PNG for use at the Wisconsin Department of Public Instructiontheme_dpi
a deprecated ggplot2 theme developed for PDF or SVG mapstheme_dpi_map
an alternate deprecated ggplot2 theme developed for PDF or SVG mapstheme_dpi_map2
an deprecated ggplot2 theme developed for PNG or JPG mapstheme_dpi_mapPNG
A function to return the maximum percentage of the cumulative sum represented by a subset of the vectorthresh