# Tidyverse-Friendly Introductory Linear Regression

## Documentation for package ‘moderndive’ version 0.7.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

moderndive-package | moderndive - Tidyverse-Friendly Introductory Linear Regression
alaska_flights | Alaska flights data
almonds_bowl | Chocolate-covered almonds data
almonds_sample | Chocolate-covered almonds data sample of size 25
almonds_sample_100 | Chocolate-covered almonds data sample of size 100
amazon_books | Sample of Amazon books
avocados | Avocado Prices by US Region
babies | Data on maternal smoking and infant health
bowl | A sampling bowl of red and white balls
bowl_samples | Sampling from a bowl of balls
bowl_sample_1 | Tactile sample of size 50 from a bowl of balls
coffee_quality | Coffee Quality Dataset
coffee_ratings | Data from the Coffee Quality Institute's review pages in January 2018
DD_vs_SB | Dunkin Donuts vs Starbucks
early_january_2023_weather | Early January hourly weather data for 2023
early_january_weather | Early January hourly weather data
envoy_flights | Envoy Air flights data for 2023
evals | Teaching evaluations at the UT Austin
ev_charging | Electric vehicle charging sessions for a workplace charging program
geom_categorical_model | Regression model with one categorical explanatory/predictor variable
geom_parallel_slopes | Parallel slopes regression model
get_correlation | Get correlation value in a tidy way
get_regression_points | Get regression points
get_regression_summaries | Get regression summary values
get_regression_table | Get regression table
gg_parallel_slopes | Plot parallel slopes model
house_prices | House Sales in King County, USA
ipf_lifts | International Power Lifting Results A subset of international powerlifting results.
mario_kart_auction | Data from Mario Kart Ebay auctions
mass_traffic_2020 | 2020 road traffic volume and crash level date for 13 Massachusetts counties
MA_schools | Massachusetts Public High Schools Data
ma_traffic_2020_vs_2019 | Massachusetts 2020 vs. 2019 Traffic Data Comparison
moderndive | moderndive - Tidyverse-Friendly Introductory Linear Regression
movies_sample | Random sample of 68 action and romance movies
mythbusters_yawn | Data from Mythbusters' study on contagiousness of yawning
old_faithful_2024 | Old Faithful Eruptions Dataset (2024)
orig_pennies_sample | A random sample of 40 pennies sampled from the 'pennies' data frame
pennies | A population of 800 pennies sampled in 2011
pennies_resamples | Bootstrap resamples of a sample of 50 pennies
pennies_sample | A sample of 50 pennies
pop_sd | Calculate Population Standard Deviation
promotions | Bank manager recommendations based on (binary) gender
promotions_shuffled | One permutation/shuffle of promotions
saratoga_houses | House Prices and Properties in Saratoga, New York
spotify_52_original | Spotify 52-Track Sample Dataset
spotify_52_shuffled | Spotify 52-Track Sample Dataset with 'popular or not' shuffled
spotify_by_genre | Spotify by Genre Dataset
tactile_prop_red | Tactile sampling from a tub of balls

tidy_summary

This function calculates the five-number summary (minimum, first quartile, median, third quartile, maximum) for specified numeric columns in a data frame and returns the results in a long format. It also handles categorical, factor, and logical columns by counting the occurrences of each level or value, and includes the results in the summary. The 'type' column indicates whether the data is numeric, character, factor, or logical.

un_member_states_2024 | UN Member States 2024 Dataset