Showing 18 of total 18 results (show query)
business-science
timetk:A Tool Kit for Working with Time Series
Easy visualization, wrangling, and feature engineering of time series data for forecasting and machine learning prediction. Consolidates and extends time series functionality from packages including 'dplyr', 'stats', 'xts', 'forecast', 'slider', 'padr', 'recipes', and 'rsample'.
Maintained by Matt Dancho. Last updated 1 years ago.
coercioncoercion-functionsdata-miningdplyrforecastforecastingforecasting-modelsmachine-learningseries-decompositionseries-signaturetibbletidytidyquanttidyversetimetime-seriestimeseries
626 stars 14.20 score 4.0k scripts 16 dependents
rolkra
explore:Simplifies Exploratory Data Analysis
Interactive data exploration with one line of code, automated reporting or use an easy to remember set of tidy functions for low code exploratory data analysis.
Maintained by Roland Krasser. Last updated 3 days ago.
data-explorationdata-visualisationdecision-treesedarmarkdownshinytidy
230 stars 11.36 score 221 scripts 1 dependents
indrajeetpatil
statsExpressions:Tidy Dataframes and Expressions with Statistical Details
Utilities for producing dataframes with rich details for the most common types of statistical approaches and tests: parametric, nonparametric, robust, and Bayesian t-test, one-way ANOVA, correlation analyses, contingency table analyses, and meta-analyses. The functions are pipe-friendly and provide a consistent syntax to work with tidy data. These dataframes additionally contain expressions with statistical details, and can be used in graphing packages. This package also forms the statistical processing backend for 'ggstatsplot'. References: Patil (2021) <doi:10.21105/joss.03236>.
Maintained by Indrajeet Patil. Last updated 1 months ago.
bayesian-inferencebayesian-statisticscontingency-tablecorrelationeffectsizemeta-analysisparametricrobustrobust-statisticsstatistical-detailsstatistical-teststidy
312 stars 10.92 score 146 scripts 2 dependents
nacnudus
tidyxl:Read Untidy Excel Files
Imports non-tabular from Excel files into R. Exposes cell content, position and formatting in a tidy structure for further manipulation. Tokenizes Excel formulas. Supports '.xlsx' and '.xlsm' via the embedded 'RapidXML' C++ library <https://rapidxml.sourceforge.net>. Does not support '.xlsb' or '.xls'.
Maintained by Duncan Garmonsway. Last updated 1 years ago.
excelreaderrcppspreadsheettidycpp
251 stars 10.76 score 382 scripts 14 dependents
stemangiola
tidyHeatmap:A Tidy Implementation of Heatmap
This is a tidy implementation for heatmap. At the moment it is based on the (great) package 'ComplexHeatmap'. The goal of this package is to interface a tidy data frame with this powerful tool. Some of the advantages are: Row and/or columns colour annotations are easy to integrate just specifying one parameter (column names). Custom grouping of rows is easy to specify providing a grouped tbl. For example: df %>% group_by(...). Labels size adjusted by row and column total number. Default use of Brewer and Viridis palettes.
Maintained by Stefano Mangiola. Last updated 2 months ago.
assaydomaininfrastructurebrewercomplexheatmapcustom-palettedplyrgraphvizheatmapmtcarsplottingrstudioscaletibbletidytidy-data-frametidybulktidyverseviridis
335 stars 10.23 score 197 scripts 1 dependents
bioc
tidybulk:Brings transcriptomics to the tidyverse
This is a collection of utility functions that allow to perform exploration of and calculations to RNA sequencing data, in a modular, pipe-friendly and tidy fashion.
Maintained by Stefano Mangiola. Last updated 16 days ago.
assaydomaininfrastructurernaseqdifferentialexpressiongeneexpressionnormalizationclusteringqualitycontrolsequencingtranscriptiontranscriptomicsbioconductorbulk-transcriptional-analysesdeseq2differential-expressionedgerensembl-idsentrezgene-symbolsgseamds-dimensionspcapiperedundancytibbletidytidy-datatidyversetranscriptstsne
171 stars 9.57 score 172 scripts 1 dependentsbusiness-science
sweep:Tidy Tools for Forecasting
Tidies up the forecasting modeling and prediction work flow, extends the 'broom' package with 'sw_tidy', 'sw_glance', 'sw_augment', and 'sw_tidy_decomp' functions for various forecasting models, and enables converting 'forecast' objects to "tidy" data frames with 'sw_sweep'.
Maintained by Matt Dancho. Last updated 1 years ago.
broomforecastforecasting-modelspredictiontidytidyversetimetime-seriestimeseries
155 stars 9.23 score 399 scripts 1 dependents
trinker
textshape:Tools for Reshaping Text
Tools that can be used to reshape and restructure text data.
Maintained by Tyler Rinker. Last updated 1 years ago.
data-reshapingmanipulationsentence-boundary-detectiontext-datatext-formatingtidy
50 stars 9.18 score 266 scripts 34 dependents
tysonstanley
furniture:Furniture for Quantitative Scientists
Contains four main functions (i.e., four pieces of furniture): table1() which produces a well-formatted table of descriptive statistics common as Table 1 in research articles, tableC() which produces a well-formatted table of correlations, tableF() which provides frequency counts, and washer() which is helpful in cleaning up the data. These furniture-themed functions are designed to simplify common tasks in quantitative analysis. Other data summary and cleaning tools are also available.
Maintained by Tyson S. Barrett. Last updated 1 years ago.
descriptive-statisticsexploratory-data-analysishealthtable-onetable1tablestidytidyverse
50 stars 7.89 score 256 scripts 1 dependents
spsanderson
TidyDensity:Functions for Tidy Analysis and Generation of Random Data
To make it easy to generate random numbers based upon the underlying stats distribution functions. All data is returned in a tidy and structured format making working with the data simple and straight forward. Given that the data is returned in a tidy 'tibble' it lends itself to working with the rest of the 'tidyverse'.
Maintained by Steven Sanderson. Last updated 5 months ago.
bootstrapdensitydistributionsggplot2probabilityr-languagesimulationstatisticstibbletidy
34 stars 7.73 score 66 scripts 1 dependents
biogenies
tidysq:Tidy Processing and Analysis of Biological Sequences
A tidy approach to analysis of biological sequences. All processing and data-storage functions are heavily optimized to allow the fastest and most efficient data storage.
Maintained by Dominik Rafacz. Last updated 3 months ago.
bioconductorbioinformaticsbiological-sequencesfastas3sequencestibbletidytidyversevctrscpp
41 stars 7.57 score 38 scriptsspsanderson
tidyAML:Automatic Machine Learning with 'tidymodels'
The goal of this package will be to provide a simple interface for automatic machine learning that fits the 'tidymodels' framework. The intention is to work for regression and classification problems with a simple verb framework.
Maintained by Steven Sanderson. Last updated 11 months ago.
automatic-machine-learningautomlclassificationmachine-learningparsnipr-languager-programmingregressiontidytidymodelstidyverse
68 stars 6.56 score 36 scripts 1 dependents
const-ae
tidygenomics:Tidy Verbs for Dealing with Genomic Data Frames
Handle genomic data within data frames just as you would with 'GRanges'. This packages provides method to deal with genomic intervals the "tidy-way" which makes it simpler to integrate in the the general data munging process. The API is inspired by the popular 'bedtools' and the genome_join() method from the 'fuzzyjoin' package.
Maintained by Constantin Ahlmann-Eltze. Last updated 4 years ago.
103 stars 6.49 score 30 scripts
bonstats
tidytreatment:Tidy Methods for Bayesian Treatment Effect Models
Functions for extracting tidy data from Bayesian treatment effect models, in particular BART, but extensions are possible. Functionality includes extracting tidy posterior summaries as in 'tidybayes' <https://github.com/mjskay/tidybayes>, estimating (average) treatment effects, common support calculations, and plotting useful summaries of these.
Maintained by Joshua J Bon. Last updated 3 months ago.
16 stars 5.97 score 13 scripts 1 dependents
kaiaragaki
tidyestimate:A Tidy Implementation of 'ESTIMATE'
The 'ESTIMATE' package infers tumor purity from expression data as a function of immune and stromal infiltrate, but requires writing of intermediate files, is un-pipeable, and performs poorly when presented with modern datasets with current gene symbols. 'tidyestimate' a fast, tidy, modern reimagination of 'ESTIMATE' (2013) <doi:10.1038/ncomms3612>.
Maintained by Kai Aragaki. Last updated 2 years ago.
15 stars 4.88 score 4 scripts
thiyangt
DSjobtracker:What Skills and Qualifications are Required for Data Science Related Jobs?
Dataset containing information about job listings for data science job roles.
Maintained by Thiyanga S. Talagala. Last updated 1 years ago.
datasetqualificationsskillsstatisticstidy
3 stars 4.29 score 13 scripts
mattkerlogue
tidyods:Read cells from ODS files
Import cells from ODS files. Identify a cell's postion, value types and formulas, and provide methods to "rectify" cells back to a 2-dimensional data.frame.
Maintained by Matt Kerlogue. Last updated 2 years ago.
odsods-filesopendocumentopendocument-spreadsheetspreadsheettidytidy-data
4 stars 3.30 score 5 scripts
evilgraham
flatr:Transforms Contingency Tables to Data Frames, and Analyses Them
Contingency Tables are a pain to work with when you want to run regressions. This package takes them, flattens them into a long data frame, so you can more easily analyse them! As well, you can calculate other related statistics. All of this is done so in a 'tidy' manner, so it should tie in nicely with 'tidyverse' series of packages.
Maintained by Scott D. Graham. Last updated 7 years ago.
contingency-tableglmregressiontidytidy-data
3 stars 3.18 score 6 scripts