keithmcnulty/peopleanalytics-regression-book

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keithmcnulty/peopleanalytics-regression-book

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Handbook of Regression Modeling in People Analytics

peopleanalytics-regression-book

Handbook of Regression Modeling in People Analytics

This is the repository for the textbook Handbook of Regression Modeling in People Analytics.

Use Issues to flag corrections or requests for additional content.

Solutions to exercises

Solutions to exercises requested by readers are progressively being posted here.

ona_book

Handbook of Graphs and Networks in People Analytics

scraping

Functions for web scraping

hans_rosling_bubble

Create Hans Rosling bubble chart in one command in R

ppt-generation

Generate parameterized powerpoint with Python and R

neo4jshell

Efficient query to Neo4J using cypher-shell and various server management resources

english_football_league

Playing around with english football league data

r_and_py_models

How to run Python ML models in R

ebp_exercise

Data Set for Exercise in Evidence Based Practice

wikifacts

R package which generates random facts from Wikipedia

friends_analysis

Network analysis of Friends scripts

springer_books

Download free Springer Books (as at May 2020)

Rmusic

Package that plays composed music in R

uk_election_bubble

Force directed bubble chart in d3 showing history of popular vote in UK General Elections

notebooks

Random Jupyter Notebooks

Jupyter Notebook

peopleanalyticsdata

Data sets used in Handbook of Regression Modeling in People Analytics by Keith McNulty

hr_meetup_london

Presentations and other code from HR Analytics Meetup London 18 March 2019

r_package_training

Short training session on building R packages

r_and_python

Demo of seamless coding in Rmd with both R and Python

summer_olympics

RMarkdown for exploring Summer Olympic Medalists

keithmcnulty.org

Personal website

logit_regression_training

Training on Binomial Logistic Regression

bayes_analysis

Examples motivated by McElreath's Statistical Rethinking

linear_regression_training

Training on Linear Regression methods

Jupyter Notebook

causal_inference_intro

Introduction to Causal Inference

isawesome

Minimal package example for training purposes

travelviz

Entertaining viz of personal travel

genome

Analyzing genomes

longitudinal_clustering

Clustering longitudinal data using the kml package in R

facebook_text_analytics

Performs TF-IDF and Topic Modelling on downloaded Facebook timeline

game-of-thrones-network

Game of Thrones Community Detection

speed_dating

Analysis of data from a speed dating experiment

santa_earnings_anim

Fun animation on Santa's potential earnings

eurovision

Scrape Eurovision results and create styled animated all time race chart

regression_talks

Talks related to regression

regression_book_solutions

Contributed solutions to regression book chapter exercises

flexfiltering

Flex filtering menu in Shiny sidebar

onadata-python

People Analytics Datasets

diabetes_analysis

Analysis of readings from continuous glucose monitor

wine-quality

Wine Quality ML using Kedro