Package: quitte 0.3150.0

Falk Benke

quitte: Bits and pieces of code to use with quitte-style data frames

A collection of functions for easily dealing with quitte-style data frames, doing multi-model comparisons and plots.

Authors:Michaja Pehl [aut, cre], Nico Bauer [aut], Jérôme Hilaire [aut], Antoine Levesque [aut], Gunnar Luderer [aut], Anselm Schultes [aut], Jan Philipp Dietrich [aut], Oliver Richters [aut], Tonn Rüter [aut]

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manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
quitte/json (API)

# Install 'quitte' in R:

install.packages('quitte', repos = c('https://pik-piam.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pik-piam/quitte/issues

Datasets:

quitte_example_data - Quitte example data
quitte_example_dataAR6 - Quitte example data with three models
remind_timesteps - REMIND time steps

On CRAN:

8.06 score 39 packages 215 scripts 97 exports 64 dependencies

Last updated from:0c7e3a0713. Checks:7 WARNING, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	WARNING	262
source / vignettes	OK	234
linux-release-x86_64	WARNING	206
macos-release-arm64	WARNING	129
macos-oldrel-arm64	WARNING	128
windows-devel	WARNING	183
windows-release	WARNING	150
windows-oldrel	WARNING	151
wasm-release	OK	184

Exports:add_countrycode add_countrycode_add_remind_timesteps_columns add_stacked_dodged_xpos add_timesteps_columns aggregate_map as.quitte bin_distribute bin_distribute_sizes calc_addScenIncrease calc_addScenPercentChange calc_addScenRatio calc_addVariable calc_addVariable_calc_growthrate calc_mode calc_quantiles calc_quantiles_calc_stacked_dodged_xlabels calcAddVariable calcCumulatedDiscount calcDecompEff calcDecompEff_scen calcMitigationCost cartesian character.data.frame character.data.frame_check_quitte chooseFilter df_populate_range df_variation df.2.named.vector df.as.list duplicate duplicate_escape_cntrl factor.data.frame factor.data.frame_factorise getColValues getModels getPeriods getRegs getScenarios getVars gg_colour_hue ggplot_bar_remind_vts ggplot_bar_stacked_dodged ggplot_bar_vts inline.data.frame interpolate_missing_periods interpolate_missing_periods_is.quitte ISOyear list_to_data_frame list_to_data_frame_looks_like_quitte madrat_mule magclass_to_tibble make.ISOyear mif2rds mutate_text order.levels order.levels_overwrite pivot_periods pivot_periods_longer pivot_periods_wider prepQuitteForScatter quitte2quantiles quitteSort read_mif_header read.gdx read.quitte read.snapshot removeColNa replace_column replace_column_reportDuplicates revalue.levels revalue.levels_seq_range setXor signif_frac signrange strtrimcommon sum_total sum_total_toolExtractSortScaleQuitte tribbelise unique_or_levels unquitte useWorld write.gdx write.IAMCcsv write.IAMCxlsx write.mif

Dependencies:abind bit bit64 cellranger cli clipr collections countrycode cpp11 crayon data.table dplyr farver filelock forcats gamstransfer generics ggplot2 glue gms gtable hms isoband labeling lattice lazyeval lifecycle lubridate magclass magrittr pillar pkgconfig plyr prettyunits progress purrr R.methodsS3 R.oo R.utils R6 RColorBrewer Rcpp readr readxl rematch reshape2 rlang S7 scales stringi stringr tibble tidyr tidyselect timechange tzdb utf8 vctrs viridisLite vroom withr writexl yaml zoo

REMIND/IAM Data Analysis Using quitte

Rendered fromquitte-data-analysis.Rmdusingknitr::rmarkdown

Last update: 2025-12-09
Started: 2019-09-03

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
The quitte R package	quitte-package quitte
Add country code	add_countrycode add_countrycode_
Bar plots with variable time steps	add_remind_timesteps_columns add_timesteps_columns ggplot_bar_remind_vts ggplot_bar_vts
Aggregates or disaggregates a data frame	aggregate_map
Distribute into Equal Bins	bin_distribute bin_distribute_sizes
Calculate new variables	calc_addVariable calc_addVariable_
Calculates the growth rate in '%/yr' for variables	calc_growthrate
Calculate the mode of a sample	calc_mode
Sample Quantiles	calc_quantiles calc_quantiles_
Calculate new variable	calcAddVariable
Calculates the cumulated discounted time series	calcCumulatedDiscount
Decomposes a change in a variable based on the changes of its factors (Kaya-like)	calcDecompEff calcDecompEff_scen
Calculate mitigation costs	calcMitigationCost
Generate Cartesian Product from Vectors	cartesian
Changes factor columns of a data frame into character columns	character.data.frame character.data.frame_
Check IAMC-style data frame for inconsistencies.	check_quitte
Allows to interactively filter data from quitte object	chooseFilter
Populate Data With Sequence Along Range	df_populate_range
Data Frame Variation	df_variation
Data frame to named vector	df.2.named.vector
Data Frame as List	df.as.list
Duplicate rows	duplicate duplicate_
Escape Control Characters	escape_cntrl
(Re-) Factorise factor and character columns in data frame	factor.data.frame factor.data.frame_
Factorise	factorise
Retrieves values from one column of a quitte object	getColValues
Retrieves models from a quitte object	getModels
Retrieves periods from a quitte object	getPeriods
Retrieves regions from a quitte object	getRegs
Retrieves scenarios from a quitte object	getScenarios
Retrieves variable names from a quitte object	getVars
Get n Colours	gg_colour_hue
Stacked and dodged bar plots	add_stacked_dodged_xpos calc_stacked_dodged_xlabels ggplot_bar_stacked_dodged
Convert a vector of stings to a data frame	inline.data.frame
Interpolate missing periods	interpolate_missing_periods interpolate_missing_periods_
speedily converting years to POSIXct values	ISOyear
Convert mapping list to data frame	list_to_data_frame list_to_data_frame_
Does a data frame match the quitte definition?	looks_like_quitte
Madrat Mule	madrat_mule
Make a Tibble of a Magclass	magclass_to_tibble
MIF2RDS converter	mif2rds
Uses mutate based on a character vector#'	mutate_text
Order data frame factor levels.	order.levels order.levels_
Replace rows in a data frame with new values	overwrite
Pivot Data Frame on Periods	pivot_periods pivot_periods_longer pivot_periods_wider
selects two variables from a long format Quitte and puts them into a wide format Quitte	prepQuitteForScatter
quitte example data	quitte_example_data
quitte example data with three models (REMIND, GCAM, MESSAGEix) and two scenarios (Current Policies, Delayed transition)	quitte_example_dataAR6
Class "quitte" ~~~	as.quitte as.quitte,character-method as.quitte-methods is.quitte quitte-class
calculate quantiles	quitte2quantiles
Sorts a quitte object in a standardized way: model -> scenario -> variable -> unit -> region -> period	quitteSort
Read .mif Header	read_mif_header
Read item from '.gdx' file as quitte data frame	read.gdx
Read IAMC-style .csv or .xlsx files, or object from rds file.	read.quitte
Reads IAMC-style .csv or .xlsx files obtained as a IIASA snapshot into a quitte data frame, or data from rds file, allowing to filter the loaded data. If you're using a non-Windows system with head, tail and grep, a pre-filtering improves performance for csv files.	read.snapshot
REMIND time steps	remind_timesteps
Removes all NA columns of a data frame	removeColNa
Replace data frame column	replace_column replace_column_
Checks for duplicates in quitte object	reportDuplicates
Revalue data frame factor levels.	revalue.levels revalue.levels_
Sequence from a Range	seq_range
Set Xor	setXor
Round fractions only	signif_frac
Sign Range	signrange
Trim common portions from both sides of a vector of strings	strtrimcommon
Sum over one dimension of a data frame	sum_total sum_total_
prepare data for plots	toolExtractSortScaleQuitte
Recreate a data frame as a tribble	tribbelise
Unique or levels	unique_or_levels
Remove quitte class atribute	unquitte
useWorld	useWorld
Write quitte data frame to a '.gdx' file	write.gdx
Write .xlsx file	write.IAMCxlsx
Write .mif file	write.IAMCcsv write.mif