Awesome List Updates on Dec 12, 2021

4 awesome lists updated today.

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1. Awesome Db Tools

IDE

• DataStation (⭐2.9k) - Easily query, script, and visualize data from every database, file, and API.

2. Awesome Agi Cocosci

Communications / Pragmatics

• Language as shaped by the environment: linguistic construal in a collaborative spatial task - Nature Humanities and Social Sciences Communications, 2020. [All Versions]. [Code & Data]. [Dialogue Experimental Toolkit(DiET)].

3. Awesome Dataviz

JavaScript tools / Charting libraries

• Chart.js - Charts with the canvas tag.

• Chartist.js - Responsive charts with great browser compatibility.

• Dygraphs - Interactive line charts library that works with huge datasets.

• Echarts (⭐53k) - Highly customizable and interactive charts ready for big datasets.

• TechanJS - Stock and financial charts.

JavaScript tools / Charting libraries for graphs

• Cola.js - A tool to create diagrams using constraint-based optimization techniques. Works with d3 and svg.js.

• Cytoscape.js - JavaScript library for graph drawing maintained by Cytoscape core developers.

• Sigma.js - JavaScript library dedicated to graph drawing.

JavaScript tools / Maps

• Deck.gl - WebGL framework for visual exploratory data analysis of large datasets.

• Leaflet - JavaScript library for mobile-friendly interactive maps.

JavaScript tools / React

• nivo (⭐11k) - Supercharged dataviz components for React with isomorphic ability, demo.

React Native / Misc

• Textures.js - A library to create SVG patterns.

• Timeline.js - Create interactive timelines.

• Vis.js - A dynamic visualization library including timeline, networks and graphs (2D and 3D).

Python tools / Misc

• bokeh - Interactive Web Plotting for Python.

• holoviews - Complex and declarative visualizations from annotated data.

• mayai - interactive scientific data visualization and 3D plotting in Python.

• matplotlib - 2D plotting library.

• PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.

• toyplot - The kid-sized plotting toolkit for Python with grownup-sized goals.

• VisPy - High-performance scientific visualization based on OpenGL.

R tools / Misc

• ggvis - A data visualization package with a syntax similar to ggplot2 which allows you to create rich interactive graphics.

• lattice - trellis graphics for R

• rbokeh - R Interface to Bokeh.

• shiny - Framework for creating interactive applications/visualisations

Markup-based tools / Misc

• wavedrom.com - Draws your Timing Diagram or Waveform from simple textual description

Other tools / Misc

• Kepler.gl - Geospatial analysis tool for large-scale data sets.

• RAW - Create web visualizations from CSV or Excel files.

Books / Misc

• Interactive Data Visualization for the Web by Scott Murray. Available to read online. Focused on D3.

• Data Visualization Toolkit by Barrett Austin Clark. Uses D3, Ruby on Rails, Postgres, PostGIS, & Leaflet.

• Data Visualisation: A Handbook for Data Driven Design by Andy Kirk

Catalogs / Misc

• The Data Visualization Catalogue - A collection of data visualization methods, with pros and cons.

• Wikipedia
  • Data visualization techniques
  • List of graphical methods
  • Types of diagrams
  • Types of plots
  • Types of charts

Podcasts / Misc

• Data Stories

Websites / Misc

• Ann K. Emery's blog

• EvergreenData

• FlowingData

• Information is Beautiful

• Junk Charts - Kaiser Fung takes apart why certain datavizes work/don't work

• Makeover Monday blog - #MakeoverMonday on twitter

• University of Washington Interactive Data Lab Papers

• Fabio Souto originally createad this repo, connect with Fabio at fabiosouto.me.

4. Awesome Spark

Resources / Docker Images

• datamechanics/spark - An easy to setup Docker image for Apache Spark from Data Mechanics.

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