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awesome-dlab

😎 Awesome lists about all kinds of topics and tools interesting to D-Labbers

census-data-in-r

Workshop on fetching and mapping census data with tidycensus

computational-text-analysis-spring-2019

Computational text analysis for Spring 2019 by Caroline Le Pennec-Caldichoury

covid_cases_and_places

code for interactive network analysis plot of test positve covid cases and buildings visited, 8/27 - 9/9/2021

ct_network_analysis

Network Analysis Method for Contact Tracing Data

data-security-fundamentals

Data Security Fundamentals

epi_cc_analysis_many_models

Reproducible walkthrough for using a tidy data nesting and many model approach to case control study analysis.

epi_stuff

fairml

Bias and Fairness in ML workshop

geospatial-fundamentals-in-python

Introduction to Working with Geospatial Data in Python with Geopandas

geospatial-fundamentals-in-r-with-sf

This is the repository for D-Lab's Geospatial Fundamentals in R with sf workshop.

geospatial_casestudy

walkthrough of how to access, subset, and evaluate crowdsourced 311 data

intro-qualtrics

machine-learning-with-tidymodels

This is a remix of the Machine-Learning-in-R workshop. This version of the workshop focuses on the tidymodels framework and its applications.

phw251_fall2021

phw290_fall2020

python-fundamentals

Introductory Python Series for UC Berkeley's D-Lab

r-functional-programming

The joy and power of functional programming in R

r-fundamentals_lite

12-hour intro to data science in R, no prior knowledge assumed

r-graphics

Introduction to Data Visualization with ggplot2 and ggmap

r-text-analysis

Draft of mirror workshop to D-Lab's Python Text Analysis

reading_list

reproducable_examples-

A place for reprex code to help solve general issues.

scraping_medcial_tox_reports

sf_odm

SF_ODM

shiny_leaftet_map

Code for an interactive chloropleth map created with R-shiny

shiny_twitter_sentiment_map

Shiny dashboard mapping sentiment of geocoded tweets in the SF Bay area

spatial_regression_covid19

Analysis of crude COVID-19 mortality ratios, diabetes prevalence, and spatial autocorrelation with state-level polygons.

stata-fundamentals

For use in Stata workshops and intensives