Julia Silge
Release an R package with Positron
Positron in action with #TidyTuesday orca encounters
Educational attainment in #TidyTuesday UK towns
Changes in #TidyTuesday US polling places
Empirical Bayes for #TidyTuesday Doctor Who episodes
Logistic regression modeling for #TidyTuesday US House Elections
Topic modeling for #TidyTuesday Taylor Swift lyrics
Where are #TidyTuesday haunted cemeteries compared to haunted schools?
How often does Roy Kent say "F*CK"?
Evaluate multiple modeling approaches for #TidyTuesday spam email
Classification metrics for #TidyTuesday GPT detectors
What tokens are used more vs. less in #TidyTuesday place names?
Predict the magnitude of #TidyTuesday tornadoes with effect encoding and xgboost
Tune an xgboost model with early stopping and #TidyTuesday childcare costs
Deploy a model on AWS SageMaker with vetiver
Use OpenAI text embeddings with #TidyTuesday horror movie descriptions
Resampling to understand gender in #TidyTuesday art history data
To downsample imbalanced data or not, with #TidyTuesday bird feeders
High cardinality predictors for #TidyTuesday museums in the UK
Delete all your tweets using rtweet
Find high FREX and high lift words for #TidyTuesday Stranger Things dialogue
Predict the status of #TidyTuesday Bigfoot sightings
Use Docker to deploy a model for #TidyTuesday LEGO sets
Sliding windows for #TidyTuesday rents in San Francisco
Three ways to look at #TidyTuesday UK pay gap data
Use resampling to understand #TidyTuesday drought in TX
Predict #TidyTuesday NYT bestsellers
Handling model coefficients for #TidyTuesday collegiate sports
Poisson regression for #TidyTuesday counts of R package vignettes
Inference for #TidyTuesday aircraft and rank of Tuskegee airmen
Predict ratings for #TidyTuesday board games
Text predictors for #TidyTuesday chocolate ratings
Topic modeling for #TidyTuesday Spice Girls lyrics
Predicting viewership for #TidyTuesday Doctor Who episodes
Spatial resampling for #TidyTuesday and the #30DayMapChallenge
Predict #TidyTuesday giant pumpkin weights with workflowsets
Multiclass predictive modeling for #TidyTuesday NBER papers
Dimensionality reduction for #TidyTuesday Billboard Top 100 songs
Fit and predict with tidymodels for #TidyTuesday bird baths in Australia
Modeling human/computer interactions on Star Trek from #TidyTuesday with workflowsets
Predict housing prices in Austin TX with tidymodels and xgboost
Supervised Machine Learning for Text Analysis in R is now complete
Tune xgboost models with early stopping to predict shelter animal status
Use racing methods to tune xgboost models and predict home runs
Predict which #TidyTuesday Scooby Doo monsters are REAL with a tuned decision tree model
Create a custom metric with tidymodels and NYC Airbnb prices
Class imbalance and classification metrics with aircraft wildlife strikes
Partial dependence plots with tidymodels and DALEX for #TidyTuesday Mario Kart world records
Predict availability in #TidyTuesday water sources with random forest models
Estimate change in #TidyTuesday CEO departures with bootstrap resampling
Which #TidyTuesday Netflix titles are movies and which are TV shows?
Which #TidyTuesday post offices are in Hawaii?
Dimensionality reduction of #TidyTuesday United Nations voting patterns
Bootstrap confidence intervals for #TidyTuesday Super Bowl commercials
Getting started with k-means and #TidyTuesday employment status
Understand your models with #TidyTuesday inequality in student debt
Learn tidytext with my new learnr course
Explore art media over time in the #TidyTuesday Tate collection dataset
Predicting injuries for Chicago traffic crashes
Upcoming changes to tidytext: threat of COLLAPSE
Tune random forests for #TidyTuesday IKEA prices
Tune and interpret decision trees for #TidyTuesday wind turbines
Predicting class membership for the #TidyTuesday Datasaurus Dozen
Modeling #TidyTuesday NCAA women's basketball tournament seeds
Handle class imbalance in #TidyTuesday climbing expedition data with tidymodels
Introducing our new book, Tidy Modeling with R
Train and analyze many models for #TidyTuesday crop yields
Build a #TidyTuesday predictive text model for The Last Airbender
Get started with tidymodels and #TidyTuesday Palmer penguins
Supervised Machine Learning for Text Analysis in R
Bagging with tidymodels and #TidyTuesday astronaut missions
The Bechdel test and the X-Mansion with tidymodels and #TidyTuesday
Impute missing data for #TidyTuesday voyages of captive Africans with tidymodels
PCA and UMAP with tidymodels and #TidyTuesday cocktail recipes
tidylo is now on CRAN! 🎉
Tune XGBoost with tidymodels and #TidyTuesday beach volleyball
Learn tidymodels with my supervised machine learning course
Multinomial classification with tidymodels and #TidyTuesday volcano eruptions
Sentiment analysis with tidymodels and #TidyTuesday Animal Crossing reviews
Modeling #TidyTuesday GDPR violations with tidymodels
PCA and the #TidyTuesday best hip hop songs ever
Bootstrap resampling with #TidyTuesday beer production data
Tuning random forest hyperparameters with #TidyTuesday trees data
LASSO regression using tidymodels and #TidyTuesday data for The Office
Preprocessing and resampling using #TidyTuesday college data
Hyperparameter tuning and #TidyTuesday food consumption
#TidyTuesday hotel bookings and recipes
#TidyTuesday and tidymodels
Modeling salary and gender in the tech industry
Opioid prescribing habits in Texas
(Re)Launching my supervised machine learning course
Practice using lubridate... THEATRICALLY
Introducing tidylo
Reordering and facetting for ggplot2
Fixing your mistakes: sentiment analysis edition
Relaunching the qualtRics package
Writing a letter to DataCamp
Read all about it! Navigating the R Package Universe
Feeling the rstudio::conf ❤️
Text classification with tidy data principles
Word associations from the Small World of Words
TensorFlow, Jane Austen, and Text Generation
Training, evaluating, and interpreting topic models
Amazon Alexa and Accented English
Punctuation in literature
Public Data Release of Stack Overflow’s 2018 Developer Survey
Understanding PCA using Stack Overflow data
Stack Overflow questions around the world
The game is afoot! Topic modeling of Sherlock Holmes stories
tidytext 0.1.6
One year as a data scientist at Stack Overflow
Tidy word vectors, take 2!
New sports from random emoji
Word Vectors with tidy data principles
From Power Calculations to P-Values: A/B Testing at Stack Overflow
Mapping ecosystems of software development
tidytext 0.1.4
Sentiment analysis using tidy data principles at DataCamp
Understanding gender roles in movies with text mining
Seeking guidance in choosing and evaluating R packages
Navigating the R Package Universe
Text Mining of Stack Overflow Questions
Using tidycensus and leaflet to map Census data
tidytext 0.1.3
Mining CRAN DESCRIPTION Files
Gender Roles with Text Mining and N-grams
How Do You Discover R Packages?
Scraping CRAN with rvest
What Programming Languages Are Used Most on Weekends?
Women in the 2016 Stack Overflow Survey
Text Mining in R: A Tidy Approach
Reddit Responds to the Election
Measuring Gobbledygook
Mapping Election Results in Utah
Tidy Text Mining with R
Non-Academic Careers for Astronomers and Physicists
Singing the Bayesian Beginner Blues
Song Lyrics Across the United States
We Are Not Very Evenly Distributed
Something Strange in the Neighborhood
Return of the NEISS Data
Fatal Police Shootings Across the U.S.
Term Frequency and tf-idf Using Tidy Data Principles
A Beginner's Guide to Travis-CI for R
The Life-Changing Magic of Tidying Text
How I Learned to Stop Worrying and Love R CMD Check
Who Came to Vote in Utah's Caucuses?
I Went to ROpenSci Unconference and All I Got Were These Lousy Hex Stickers
Trump Losing and Feeling the Bern in Utah
If I Loved Natural Language Processing Less, I Might Be Able to Talk About It More
You Must Allow Me To Tell You How Ardently I Admire and Love Natural Language Processing
My Baby Boomer Name Might Have Been "Debbie"
Your Floor Is the Most Dangerous Thing In Your House
A Tall Drink of Water
Death Comes to Us All
Connecting Religion and Demographics
More Fun with Choropleth Maps
Water World
Health Care Indicators in Utah Counties
This Is the Place, Apparently
Joy to the World, and also Anticipation, Disgust, Surprise...
Ten Thousand Tweets
License