pietracorvo/nice_data_sources

Collection of data sources, nice charts and visulaizations on various topics.

Misc

Collection of links and references about random topics concerning Data, Visualizations and other obnoxious programming stuff ...

General Data Sources

• Internet Archive
• Papers With Code
• OpenData Tools
• Südtriol OpenData
• Washington Post - 8Billion (Interactive Data Report)
• Satellite Charts
• CIA World Factbook

Climate/weather data

• Nice interactive Climate Data Document
• ZAMG Klimaspiegel App

Politics

• Panama Papers as Neo4j Graph
• The opportunity atlas map

Music/Scores

• https://www.free-scores.com/index_uk.php
• https://musopen.org/

Statistics stuff

• Article (TowardsDS) - Hypothesis Testing & p-Value

Data Viz stuff

• https://www.youtube.com/watch?v=pLqjQ55tz-U&ab_channel=TED
• Vortrag: exploring multidimensional data
• DataViz JobInterview

JS Tables

• Angular
• Vue
• Vanilla JS
• Bootstrap

JS Charting Libs

• ThreeJS
• JavaScript charting libs
• AnyChart
• DC.js
• CrossFilter

Nice D3 stuff I would like to use

• D3.js gallery
• ode to sunburst
• D3.js (or C3.js)
• No frills sunbirst (from guy of ode to sunburst)

Digital Curation

• Omeka

OStweaks

• ports of common GNU utilities to native Win32

Architecture

• 12 Factor App

NLP (BERT/etc)

• excellent article HOWTO use PyTorch to generate DistilBERT by compression/Knowledge Distillation
• HOWTO "Train a new language model from scratch using Transformers and Tokenizers" with DistilBERT

DevOPS

• CircleCI

GT datasets

• TC-11 GT datasets
• HTR-united GT datasets
• list of OCR related GT datasets curated by C.Neudecker

Nice code challenges

• https://scrollprize.org/

Other handy DS and ML stuff

• Blog - fastforwardlabs
• Article (TowardsDS) - how-i-deployed-a-sentiment-analyser-api-with-spacy-flask-and-heroku
• Lib - PyPyr: task runner for automation pipelines, script sequential task workflow steps in yaml, conditional execution, loops, error handling & retries
• Article (Medium) - Using Continuous Machine Learning to Run Your ML Pipeline
• GitHub - CML: open-source CLI tool for implementing continuous integration & delivery (CI/CD) with a focus on MLOps
• BlogPost - ML Ops Template
• Book - Surfing the Data Pipeline with Python

Other Github Sources & Lists

• https://github.com/jsbroks/awesome-dataset-tools
• TRCH OpenSearch @GH
• TRCH pywb webrecorder @GH

Other nice Blogs/Articles/etc

• FastForwardLabs Blog

TOCODE

• https://www.youtube.com/watch?v=GVrjv9ajsJ0&ab_channel=ChristopherEdwards
• https://www.youtube.com/watch?v=ehAaFAASCeM&ab_channel=QuickCodingTuts
• https://www.youtube.com/watch?v=2-tnkzG0sKU&ab_channel=RedStapler
• https://www.youtube.com/watch?v=nzshmMlOuwI&ab_channel=BuildAppsWithPaulo
• https://www.youtube.com/watch?v=UQ_kqGDM8A4&ab_channel=CurranKelleher

Call for Action

• Public money Public code

Papers

• https://proceedings.neurips.cc