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datacarpentry

39 indexed repositories · View on GitHub

R-ecology-lesson
Data Analysis and Visualization in R for Ecologists

R · 338 stars
python-ecology-lesson
Data Analysis and Visualization in Python for Ecologists

Jupyter Notebook · 176 stars
r-socialsci
R for Social Scientists

R · 142 stars
r-raster-vector-geospatial
Introduction to Geospatial Raster and Vector Data with R

R · 119 stars
image-processing
Image Processing with Python

HTML · 113 stars
semester-biology
Forkable teaching materials for course on working with data in R

HTML · 95 stars
wrangling-genomics
Data Wrangling and Processing for Genomics

Shell · 77 stars
shell-genomics
Introduction to the Command Line for Genomics

71 stars
sql-ecology-lesson
Data Management with SQL for Ecologists

56 stars
r-intro-geospatial
Introduction to R for Geospatial Data

R · 50 stars
genomics-workshop
Genomics Workshop Overview

48 stars
rr-organization1
The Organization lesson for the Reproducible Science Curriculum

HTML · 46 stars
spreadsheet-ecology-lesson
Data Organization in Spreadsheets for Ecologists

44 stars
organization-geospatial
Introduction to Geospatial Concepts

R · 41 stars
geospatial-workshop
Geospatial Workshop Overview

40 stars
python-socialsci
Data Analysis and Visualization with Python for Social Scientists

37 stars
stata-economics
Economics Lesson with Stata

Makefile · 36 stars
astronomy-python

Python · 36 stars
genomics-r-intro
Intro to R and RStudio for Genomics

R · 34 stars
OpenRefine-ecology-lesson
Data Cleaning with OpenRefine for Ecologists

32 stars
19 more repositories live on View on GitHub

Beginner friendly Everything

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Consider adding stacked and dodged bar plots Open

Difficulty 2/5 1-3 hours Newbie friendliness 74/100

datacarpentry/semester-biology#1255 · Opened Sep 19, 2026
Fix ordering issue in aggregation Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

datacarpentry/semester-biology#1249 · Opened Sep 15, 2026
Update treatment of dates in r-tidy-data material Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

datacarpentry/semester-biology#1229 · Opened Sep 2, 2026
[Doc enhancement]: Nan explanation Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

datacarpentry/python-ecology-lesson#643 · Opened Aug 27, 2026
Add flash cards Open

Difficulty 3/5 1-2 days Newbie friendliness 52/100

datacarpentry/semester-biology#1220 · Opened Aug 25, 2026
ANNOUNCEMENT: Site rewrite into Quarto Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

datacarpentry/semester-biology#1218 · Opened Aug 21, 2026
Move away from Anaconda Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

datacarpentry/python-ecology-lesson#642 · Opened Aug 19, 2026
Issue - SAFI_clean.csv Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

datacarpentry/spreadsheets-socialsci#201 · 1 comment · Opened Aug 8, 2026
Issue - DATA_README.md Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

datacarpentry/spreadsheets-socialsci#200 · 1 comment · Opened Aug 8, 2026
Resources on AI coding assistants in science Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

datacarpentry/semester-biology#1212 · Opened Aug 3, 2026
Provide a class skill or default set of instructions for students to provide to AI assistants if they use them Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

datacarpentry/semester-biology#1211 · Opened Jul 19, 2026
Animations of ggplot and filter - useful link to include in lesson Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

datacarpentry/semester-biology#1210 · Opened Jul 2, 2026
Switch to np array not needed when reading in data Open

datacarpentry/image-processing#371 · 4 comments · 1 assignee · Opened Jun 24, 2026
Selecting and plotting color channels Open

datacarpentry/image-processing#370 · 1 comment · 1 assignee · Opened Jun 24, 2026
On vs off in number 8 exampls Open

datacarpentry/image-processing#369 · 2 assignees · Opened Jun 24, 2026
Primer on numpy arrays Open

help wanted type:enhancement

Difficulty 3/5 1-2 days Newbie friendliness 68/100

datacarpentry/image-processing#368 · 1 comment · Opened Jun 24, 2026
Challenge - Plot Multiple Layers of Spatial Data has some surprising additions in the answer Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

datacarpentry/r-raster-vector-geospatial#511 · Opened Jun 4, 2026
Symbolized lines question Open

Difficulty 1/5 1-3 hours Newbie friendliness 72/100

datacarpentry/r-raster-vector-geospatial#509 · 2 comments · Opened Jun 4, 2026
Load data in later episodes at the top of the episode Open

Difficulty 3/5 1-2 days Newbie friendliness 62/100

datacarpentry/r-raster-vector-geospatial#508 · 1 comment · Opened Jun 4, 2026
rgb arguments not needed in plotting true color raster Open

Difficulty 1/5 Under an hour Newbie friendliness 88/100

datacarpentry/r-raster-vector-geospatial#507 · Opened Jun 3, 2026
Obsolete information about open science clouds Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

datacarpentry/cloud-genomics#141 · Opened May 22, 2026
Punctuation errors and missing code block Open

Difficulty 1/5 Under an hour Newbie friendliness 85/100

datacarpentry/cloud-genomics#140 · Opened May 21, 2026
Libre Office Download Link Open

Difficulty 1/5 Under an hour Newbie friendliness 78/100

datacarpentry/genomics-workshop#175 · Opened May 20, 2026
Typo in Logging onto Cloud section Open

type:typo text

Difficulty 1/5 Under an hour Newbie friendliness 92/100

datacarpentry/cloud-genomics#139 · Opened May 20, 2026
Update current maintainers section Open

Difficulty 1/5 Under an hour Newbie friendliness 62/100

datacarpentry/cloud-genomics#138 · Opened May 19, 2026
Broken links on home page Open

Difficulty 1/5 Under an hour Newbie friendliness 85/100

datacarpentry/cloud-genomics#137 · Opened May 19, 2026
Reducing "read in" jargon Open

Difficulty 1/5 1-3 hours Newbie friendliness 78/100

datacarpentry/python-ecology-lesson#641 · Opened Apr 14, 2026
Error in solution to "Challenge - Plots" Open

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

datacarpentry/python-ecology-lesson#639 · Opened Apr 10, 2026
Support for Mac installation Open

Difficulty 2/5 1-3 hours Newbie friendliness 76/100

datacarpentry/OpenRefine-ecology-lesson#330 · 1 reaction · Opened Apr 8, 2026
Update installation instructions to current version Open

Difficulty 1/5 Under an hour Newbie friendliness 78/100

datacarpentry/OpenRefine-ecology-lesson#329 · Opened Apr 8, 2026
Recommend a supported Python release, not just any 3.x Open

Difficulty 1/5 Under an hour Newbie friendliness 75/100

datacarpentry/python-ecology-lesson#637 · Opened Apr 8, 2026
Update maintainers list in README.md Open

Difficulty 1/5 Under an hour Newbie friendliness 72/100

datacarpentry/r-socialsci#580 · Opened Apr 8, 2026
Teach Polars instead of pandas Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

datacarpentry/python-socialsci#204 · Opened Apr 7, 2026
Additional Further Reading resources Open

type:discussion type:enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

datacarpentry/image-processing#363 · Opened Mar 25, 2026
Lowercase "p" in "pandas" Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

datacarpentry/python-socialsci#203 · Opened Mar 23, 2026
Lowercase "p" in "pandas" Open

Difficulty 1/5 Under an hour Newbie friendliness 65/100

datacarpentry/python-ecology-lesson#635 · Opened Mar 23, 2026
How to remove columns with select Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

datacarpentry/r-socialsci#574 · Opened Feb 17, 2026
Explanation of %in% operator Open

Difficulty 1/5 Under an hour Newbie friendliness 55/100

datacarpentry/r-socialsci#573 · Opened Feb 17, 2026
Move `environment.yml` from `files/` to `data/` Open

Difficulty 2/5 1-3 hours Newbie friendliness 38/100

datacarpentry/image-processing#358 · Opened Feb 12, 2026
Advice to set RStudio to not save workspace Open

Difficulty 1/5 Under an hour Newbie friendliness 52/100

datacarpentry/r-socialsci#571 · Opened Feb 4, 2026
Update setup instructions Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

datacarpentry/r-socialsci#570 · Opened Feb 4, 2026
JOIN commands can be improved to execute in less time Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

datacarpentry/astronomy-python#269 · 3 comments · Opened Jan 10, 2026
name function arguments (especially the first time a function is used) Open

good first issue help wanted status:waiting for response type:clarification

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

datacarpentry/r-socialsci#563 · 1 comment · Opened Jan 9, 2026
This repo not rendered using Sandpaper Open

type: template and tools

datacarpentry/genomics-workshop#167 · 4 comments · 1 assignee · Opened Dec 15, 2025
Promote lesson from beta status to stable Open

Difficulty 2/5 1-3 hours Newbie friendliness 45/100

datacarpentry/genomics-r-intro#325 · 1 reaction · Opened Dec 10, 2025
re-order Lesson Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

datacarpentry/r-raster-vector-geospatial#499 · Opened Dec 9, 2025
Trainee Checkout Open

help wanted status:waiting for response type:enhancement

Difficulty 2/5 1-3 hours Newbie friendliness 65/100

datacarpentry/spreadsheet-ecology-lesson#350 · 1 comment · Opened Nov 24, 2025
Broken link to this ADQL Cookbook. Open

Difficulty 1/5 Under an hour Newbie friendliness 62/100

datacarpentry/astronomy-python#249 · Opened Nov 1, 2025
Some alt-text still missing Open

datacarpentry/genomics-r-intro#323 · 1 assignee · Opened Oct 27, 2025
beta lesson listed in common schedules Open

datacarpentry/genomics-workshop#166 · 5 comments · 1 assignee · Opened Oct 27, 2025

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