Top Rating
- Top Contributors
  Discover the Top Open Source contributors by country or by language
- Interviews
  Discover real stories from Open Source developers
Discover

Discover your Favorite Language
Discover the top trending repositories and projects on Github. Explore the latest trends in your preferred languages.

TypeScript

Kotlin

MATLAB

Lua

Python

CSS

HTML

Julia

More Languages
Awesome

Awesome repositories
Discover the most awesome repositories and projects of your favorite languages. Inspired by the Awesome-* lists trend in GitHub.

Swift

Crystal

Perl

MATLAB

F#

Groovy

Shell

Rust

More Languages
By Country

Rankings by Country
Discover the community of talented open source contributors in each country.

🇫🇯 Fiji

🇧🇫 Burkina Faso

🇦🇩 Andorra

🇧🇮 Burundi

🇭🇳 Honduras

🇲🇹 Malta

🇦🇽 Åland Islands

🇹🇿 Tanzania

All Countries Compare Countries

chendaniely/pydatadc_2018-tidy

Stars
150
Rank 247,323 (Top 5 %)
Language
Jupyter Notebook
License
MIT License
Created about 6 years ago
Updated over 1 year ago

chendaniely/pydatadc_2018-tidy

chendaniely

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

PyData 2018 tutorial for tidying data

PyData 2018: Cleaning and Tidying Data in Pandas

https://github.com/chendaniely/pydatadc_2018-tidy/

Setup

The easiest way to get everything you need to the tutorial is to install anaconda

You can download and install it here: https://www.anaconda.com/download/

To get the data, the easiest way is to click the "Clone or Download" link above and clicking Download Zip

Resources

Tidy Data Paper: http://vita.had.co.nz/papers/tidy-data.pdf
Pandas pivot: https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.pivot.html
Pandas pivot table: https://pandas.pydata.org/pandas-docs/stable/generated/pandas.pivot_table.html
Pandas DataFrame documentation: https://pandas.pydata.org/pandas-docs/stable/generated/pandas.DataFrame.html
Pandas API: https://pandas.pydata.org/pandas-docs/stable/api.html

pandas_for_everyone

Repository to accompany "Pandas for Everyone"

Jupyter Notebook

scipy-2017-tutorial-pandas

SciPy 2017 Pandas Tutorial

Jupyter Notebook

pyprojroot

Finding project directories in Python (data science) projects, just like in R rprojroot and here packages

scipy-2019-pandas

Pandas tutorial for SciPy 2019

Jupyter Notebook

scipy_2017_notes

Links and notes for SciPy 2017

scipy_2016_notes

2016-pydata-carolinas-pandas

Material for Pandas Tutorial at Pydata Carolinas 2016

Jupyter Notebook

scipy-2020-pandas

Learn Python through Data Processing in Pandas Tutorial

Jupyter Notebook

computational-project-cookie-cutter

A cookie cutter to set up a folder structure for a computational project

2015-06-22-s2i2-git

http://guyrt.github.io/2015-06-21-s2i2/

2015-06-25-jhu-git

http://chendaniely.github.io/2015-06-25-jhu/

2021-07-13-scipy-pandas

Learn Python Through Data Processing in Pandas

Jupyter Notebook

animal_crossing

Tom Nook is a loan shark.

obsidian-templates

templates I use for obsidian and zettelkasten

pycon_2019-pandas_tutorial

PyCon 2019 Pandas Tutorial

Jupyter Notebook

ds4biomed

Data Science for the Biomedical Sciences

2020-08-26-rstudio_debunk

Debunking the R vs. Python Myth

2016-pydata-dc-python_useRs

Python useRs talk for PyData DC 2016

2015-04-25-rstatsnyc-ebola

2017-06-26-meetup-r_you_markDown

pybay_2019-pandas_tutorial

PyBay 2019 Pandas Tutorial

Jupyter Notebook

rstatsdc_2018-structure

My talk (and code) for #rstatsdc 2018 conference

chendaniely.github.io

Perpetually under construction

2016-07-sismid

Notes, code, and slides from SISMID 2016

2017-10-26-python_crash_course

Jupyter Notebook

2022-01-04-python

Jupyter Notebook

2019-07-29-python_live

Jupyter Notebook

2020-02-python

Jupyter Notebook

2023-01-04-python

Jupyter Notebook

animalcrossing

R package for animal crossing data

odsc-east-2020-plumber_docker

2022-06-29-python

Jupyter Notebook

dissertation-analysis

2015-04-15-SPDC-shiny

Shiny Tutorial for SPDC

rstatsdc_2019-python-r

Talk for DCR conference on using Python within the R ecosystem with reticulate

bigbookofpython

odsc-east-2020-forecasting_timeseries

multi-agent-neural-network

Multi Agent Neural Network (MANN)

2018-06-pandas_live

Jupyter Notebook

rstatsdc-2020-tidyeval

sklearn-crash_course

Jupyter Notebook

odsc-east-2020-intro_r

rstatsnyc-2021-learner_personas

2015-11-23-harvard

http://chendaniely.github.io/2015-11-23-harvard/

multidisciplinary-diffusion-model-experiments

Jupyter Notebook

2015-11-23-harvard-git

Git lesson at Harvard: chendaniely.github.io/2015-11-23-harvard

pydata-nyc-2022-python_quarto

Install Python, Quarto All the Things!

2022-03-09-git_collab

cdcepi-zika-data_only

cdcepi zika data repository containing only the data files

git_book

Book about using Git

Jupyter Notebook

python_r_demos

I don't know what to name this repo

Jupyter Notebook

2021-09-01-git_dan

rstatsnyc_2019-workflow

Talk for the NYR conference on workflows

2018-05-pandas_live

Jupyter Notebook

2017-12-04-pandas_live

Jupyter Notebook

rstatsnyc_2017-data_scientist

So you want to be a data scientist?

wicer-entice3

An Interdisciplinary Communication Tool to Support the Process of Generating Tailored Infographics From Electronic Health Data Using EnTICE3

rstatsnyc-2022-analysis_presentations

2019-11-11-git_collaboration-dan

Git Collaboration LiveLesson

2020-08-12-nyr_git-dan

NYR 2020 Git workshop

2023-05-01-git

data_science-figure

pydatadc18_lightning

Properties at PyData DC 2018

Jupyter Notebook

aur

Scripts to automate AUR things

2020-04-27-git-dan

web-of-science

zika_dashboard_cdc

Shiny Dashboard for CDC Zika data

dirty

Dirties data in R

2022-09-30-yvr_datafest

Jupyter Notebook

dspg18_training

The stuff I typed in class

asa-data_jamboree-2022

git-book

deepsaber

Have a computer create beatsaber mappings for songs

2020-02-26-git_collaboration

Git training for collaboration

fluent_python

Coding through the book

Jupyter Notebook

2021-11-02-git_basics

2016-scipy-lightning-pandas_for_everyone

Lightening talk for Pandas for Everyone

Jupyter Notebook

ansible_r_pkg_cran

Ansible module to install R packages from CRAN

docker-ohdsi-omop-synpuf

A docker container that implemets the OMOP common data model with the SYNPUF open medicare dataset pre-loaded

2020-10-06-git-dan

Git basics workshop

elemental_maths

Notes from reading Elements of Statistical Learning

dissertation-phase4_exercises

2020-04-28-git_collaboration-dan

Git collaboration workshop

dissertation-fun

2020-09-09-CCatHome-git-dan

Carpentry Con at Home Git workshop Part 2

jupyter-book-demo

Jupyter Notebook

libloadR

R package that handles loading and installing multiple libraries from an R script file

rstatsnyc_2020-learnr_gradethis

NYR Conference 2020

dissertation-prelim

Prelims a la R01

2018-10-python2

Jupyter Notebook

ncb-2019-python

Materials for Python talk at the 2019 Nonclinical Biostatistics Conference

Jupyter Notebook

2017-08-15-meetup-r_you_markDown

2023-12-12-python

Jupyter Notebook

yvr-ubc-notes

2022-03-08-git_basics

2023-01-20-merge_conflict_2

Jupyter Notebook

geoscrapeR

R package that scrapes and contains geo data

2022-05-31-dsci100-git-demo

Our first DSCI100 Git Repository

satRdays-dc2018-functions

training_ds_r