Package: dslabs 0.8.0

Rafael A. Irizarry

dslabs: Data Science Labs

Datasets and functions that can be used for data analysis practice, homework and projects in data science courses and workshops. 26 datasets are available for case studies in data visualization, statistical inference, modeling, linear regression, data wrangling and machine learning.

Authors:Rafael A. Irizarry, Amy Gill

dslabs_0.8.0.tar.gz
dslabs_0.8.0.tar.gz(r-4.5-noble)dslabs_0.8.0.tar.gz(r-4.4-noble)
dslabs_0.8.0.tgz(r-4.4-emscripten)dslabs_0.8.0.tgz(r-4.3-emscripten)
dslabs.pdf |dslabs.html
dslabs/json (API)

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

Peer review:

Datasets:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

6.15 score 2 packages 3.8k scripts 12k downloads 4 exports 28 dependencies

Last updated 10 months agofrom:0dd9591f98. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 29 2024
R-4.5-linuxOKNov 29 2024

Exports:ds_theme_setread_mnistrfalling_objecttake_poll

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Gender bias among graduate school admissions to UC Berkeley.admissions
Breast Cancer Wisconsin Diagnostic Dataset from UCI Machine Learning Repositorybrca
Brexit Poll Databrexit_polls
2015 US Period Life Tabledeath_prob
Divorce rate and margarine consumption datadivorce_margarine
dslabs theme setds_theme_set
Gapminder Datagapminder oecd opec
Greenhouse gas concentrations over 2000 yearsgreenhouse_gases
Self-reported Heights in Inchesheights
Atmospheric carbon dioxide concentration over 800,000 yearshistoric_co2
Mice weightsmice_weights
Useful example for illustrating generative models based on MNIST datamnist_127
Useful example for illustrating machine learning algorithms based on MNIST datamnist_27
Movie ratingsmovielens
US gun murders by state for 2010murders
Count data with some missing valuesna_example
NYC Regents exams scores 2010nyc_regents_scores
Italian oliveolive
Adult male heights in feet with outliersoutlier_example
Poll data for popular vote in 2008 presidential electionpolls_2008
Fivethirtyeight 2016 Poll Datapolls_us_election_2016 results_us_election_2016
Puerto Rico daily mortalitypr_death_counts
Download and read the mnist datasetread_mnist
Self-reported Heightsreported_heights
Gender bias in research funding in the Netherlandsraw_data_research_funding_rates research_funding_rates
Simulate falling object datarfalling_object
Physical Properties of Starsstars
Models results from taking a polltake_poll
Global temperature anomaly and carbon emissions, 1751-2018temp_carbon
Gene expression profiles for 189 biological samples taken from seven different tissue types.tissue_gene_expression
Trump Tweets from2009 to 2017sentiment_counts trump_tweets
Contagious disease data for US statesus_contagious_diseases