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awesome-dlab

😎 Awesome lists about all kinds of topics and tools interesting to D-Labbers
https://github.com/dlab-berkeley/awesome-dlab

Last synced: about 22 hours ago
JSON representation

  • Datasets

    • DEA Pain Pills Database - The Washington Post published a significant portion of a database that tracks the path of every opioid pain pill, from manufacturer to pharmacy, in the United States between 2006 and 2012.
    • Awesome Public Data - list of a topic-centric public data sources collected and tidied from blogs, answers, and user responses.
    • tidytweetjson - R package for Turning Tweet JSON Files into a Tidyverse-ready Dataframe. The package takes 18 minutes to turn 1 million tweets into a dataframe.
    • tidyethnicnews - R package for turning one of the largest databases on ethnic newspapers and magazines (Ethnic NewsWatch) into a tidyverse-ready dataframe. The package takes 0.0005 seconds to turn 100 newspaper articles into a tidy dataframe.
    • California COVID Assessment Tool - This repository contains an application written in Shiny and for use with any US state to assist in assessing the many different models available for understanding COVID-19 transmission and spread. It brings together several data sources that are publicly available, and can be supplemented with your own data to improve the assessment.
    • Case.Law - all official, book-published United States case law — every volume designated as an official report of decisions by a court within the United States.

  • Rosetta Stones

  • R

  • PDF

    • Working with PDFs in Python - Describes a range of Python libraries and and examples to work with PDFs: Reading and Splitting Pages; Adding Images and Watermarks; Inserting, Deleting, and Reordering Pages

  • Python

  • Databases

  • Systems Administration

    • Ops School - Comprehensive program that will help you learn to be an operations engineer.
    • Ops School - Comprehensive program that will help you learn to be an operations engineer.

  • Cloud Computing

    • Binder - To turn a Git repo into a collection of interactive notebooks. A great tool for teaching workshops.

  • Reproducibility

    • MRAN Timemachine - For the purpose of reproducibility, MRAN hosts daily snapshots of the CRAN R packages and R releases as far back as Sept. 17, 2014.
    • The Turing Way handbook - a handbook to reproducible, ethical and collaborative data science.

  • Bash

    • jq - jq is a lightweight and flexible command-line JSON processor.

  • Natural Language Processing (NLP)

Programming Languages
R 5 Python 2 Stata 1
Categories
Databases 7 Datasets 6 Rosetta Stones 3 R 3 Reproducibility 2 Systems Administration 2 Python 1 Natural Language Processing (NLP) 1 PDF 1 Bash 1 Cloud Computing 1
Sub Categories
Keywords
r 3 parsing 2 awesome 2 tidy 2 natural-language-processing 2 python-framework 1 python 1 collections 1 rstats 1 list 1 data-science 1 data-analysis 1 awesome-list 1 opendata 1 datasets 1 awesome-public-datasets 1 aaron-swartz 1 python-library 1 python-resources 1 json 1 twitter 1 html 1 regular-expression 1 dialogue 1 machine-learning 1 machine-translation 1 named-entity-recognition 1 nlp-tasks 1 here 1 reproducibility 1 transparency 1