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tools for data viz, mapping or publishing

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# This hole repo was made into a searchable website called Prego! - [see the repo here](https://github.com/voltdatalab/prego)

## Advanced #DDJ tools reference list

This is a quick reference guide compiling numerous tools that can be used for journalistic purposes or other data/map-related approaches and projects.

The great majority of tools and libraries shown here are free to use and or open-source.

_Compiled by [Sergio Spagnuolo](https://twitter.com/ProjetoStock). If you have any suggestions or tips for this list, reach me through [Twitter - @sergiospagnuolo](https://twitter.com/sergiospagnuolo)._

Tools for: [Graphs](#graphs) - [Maps](#maps) - [Data](#data) - [APIs](#apis) - [Non CMS](#noncms) - [Jekyll](#jk) - [Other Stuff](#stuff)

___

### Graphs

* [CDN](https://cdnjs.com/) - Useful CDN links for several JS libraries
* [Plot.ly](https://plot.ly/javascript/bar-charts/) - JS library for data viz (uses CDN)
* [D3](http://d3js.org/) - primary JS library for data viz (uses CDN) - by [Mike Bostock](https://twitter.com/mbostock)
* [D3 - Generator](http://d3-generator.com/) - simple bar chart tool using D3
* [Bonsai js](https://bonsaijs.org/) - convert shapes to SVG
* [Chartjs](http://www.chartjs.org/) - JS library for data viz
* [Sheetsee js](http://jlord.us/sheetsee.js/) - JS library for small databeses using Google Sheets
* [NVD3](http://nvd3.org/) - simple reusable chart tool using D3
* [Chartist](http://gionkunz.github.io/chartist-js/) - interactive chart tool
* [Dygraphs](http://dygraphs.com/) - graphs handling large datasets 
* [Google Charts](https://developers.google.com/chart/) - speaks for itself
* [N3 Charts](http://n3-charts.github.io/line-chart/#/) - customizable line charts
* [Sigma js](http://sigmajs.org/) - use this to creat web graphs
* [Morris js](http://morrisjs.github.io/morris.js/) - quick and simple graphs (uses CDN)
* [Cytoscape](http://js.cytoscape.org/) e [aqui](http://cytoscape.org/) - open source software for visualizing molecular interaction networks and biological pathways
* [C3 js](http://c3js.org/)
* [Cubism js](https://square.github.io/cubism/) - data series visualization
* [Plottable](http://plottablejs.org/) - library for some cool data viz
* [Rickshaw](http://code.shutterstock.com/rickshaw/) - data series visualization
* [Raphael js](http://raphaeljs.com/) - library for some cool data viz, using D3
* [RAW](http://raw.densitydesign.org/) - CSV files that generate a SVG data viz. Please use `viewbox` in your `svg` tag for responsive viz
* [Chart Generator](http://charts.livegap.com/) - name is clear enough. Cool and simple tool. 
* [Circos](http://mkweb.bcgsc.ca/tableviewer/) - complex circular graphs, like chord diagrams. Pretty fucking cool. 
* [Recline js](http://okfnlabs.org/recline/) - library for building data applications in pure Javascript and HTML
* [Infocaptor](https://my.infocaptor.com/free_data_visualization.php) - Can't say I like this tool very much, as their exporting options are somewhat limited - there are better options
* [Dimple js](http://dimplejs.org/index.html) - object-oriented API for business analytics powered by d3
* [Miso](http://misoproject.com/d3-chart/) - framework for reusable graphs using D3
* [Bokeh](http://bokeh.pydata.org/en/latest/index.html) - interactive graphs using Python
* [Gephi](http://gephi.org/) - tool for network viz
* [Arbor js](http://arborjs.org/) -  tool for network viz
* [Moebio Framework](http://moebiolabs.github.io/moebio_framework/) - JS framework for some weird stuff
* [Quadrigram](http://www.quadrigram.com/) - make cool dashboards using D3 viz
* [Tangle](http://worrydream.com/Tangle/) e [aqui](https://github.com/worrydream/Tangle) - draw dinamic data viz
* [Lyra](http://idl.cs.washington.edu/projects/lyra/app/) - draw dinamic data viz
* [Tau Charts](http://taucharts.com/) - cool library for data viz
* [Processing js](http://processingjs.org/) - data visualizations and interactive animations using web standards and without any plug-ins
* [Processing](https://processing.org/) - Processing is a flexible software sketchbook and a language for learning how to code within the context of the visual arts
* [Chris Manning LFC Notation](http://christophermanning.org/projects/building-cubic-hamiltonian-graphs-from-lcf-notation) - LCF notation parser for graphs using d3.js - random, but addictive and cool
* [Exhibit](http://www.simile-widgets.org/exhibit/) - create web pages with advanced text search and filtering functionalities
* [Nodebox](https://www.nodebox.net/) - tools integrate with traditional design applications and run on many platforms
* [Three js](http://threejs.org/) - build 3D stuff with it
* [Underscore](http://underscorejs.org/) - JavaScript library that provides useful functional programming helpers without extending any built-in objects
* [ggplot](http://ggplot2.org/) - ggplot2 is a plotting system for R, based on the grammar of graphics
* [DC js](https://github.com/dc-js/dc.js) - yet another javascript library for data viz
* [Time plot](http://www.simile-widgets.org/timeplot/) - widget for plotting time series and overlay time-based events over them
* [ICO](https://github.com/uiteoi/ico) - JavaScript graph library that uses Raphaël to render graphics
* [Ely](http://elycharts.com/) - pure javascript charting library, easy to use and completely customizable
* [Dojo](http://dojotoolkit.org/documentation/tutorials/1.8/charting/) - create dynamic, unique, and functional charts
* [CanvasXpress](http://canvasxpress.org/) - standalone HTML5 graphing library written in Javascript
* [CCchart](http://ccchart.com/) - a Simple JavaScript chart that does not depend on libraries such as jQuery
* [js InfovisToolkit](http://philogb.github.io/jit/) - tools for creating Interactive Data Visualizations for the Web
* [JSXGraph](http://jsxgraph.uni-bayreuth.de/wp/) - interactive geometry, plotting, visualization
* [Smoothie Charts](http://smoothiecharts.org/) - JavaScript Charting Library for Streaming Data
* [Metrics Graphics](http://metricsgraphicsjs.org/) - library built on top of D3 that is optimized for visualizing and laying out time-series data
* [Awesome Charts](http://cyberpython.github.io/AwesomeChartJS/) - charts with JavaScript and the canvas element
* [Grafico](https://grafico.kilianvalkhof.com/) - javascript charting library based on Raphaël and Prototype.js
* [Time Chart](http://timechart.toolset.io/) - powerful and simple to use chart library for creating time based charts in pure HTML5-JavaScript
* [Joint js](http://www.jointjs.com/) - HTML 5 Flow Charts, BPMN And Other Diagrams
* [sDashboard](http://modeln.github.io/sDashboard/) - simple & light weight dashboard framework in javascript
* [DViz](https://github.com/akngs/dviz) - declarative data visualization library written in Javascript
* [CSS plot](http://asciimoo.github.io/cssplot/) - pute CSS charts (very easy to use and light weight)
* [Chart kick](https://github.com/ankane/chartkick.js) - beautiful JavaScript charts with minimal code, and upports Google Charts and Highcharts and works with most browsers
* [Seaborn](https://stanford.edu/~mwaskom/software/seaborn/) - Python visualization library based on matplotlib
* [Blockspring](https://www.blockspring.com/) - makes it simple to get data, automate reports, and run machine learning algorithms from your spreadsheets
* [Superconductor](http://superconductor.github.io/superconductor/) - framework for creating data visualizations that scale to real-time interactions with up to 1,000,000 data points
* [D3plus](http://d3plus.org/) - make charts in D3
* [Polestar](http://vega.github.io/polestar/) - lightweight Tableau-style interface for visual analysis
* [Vega](https://vega.github.io/) - declarative format for creating, saving, and sharing visualization designs
* [Easychart](http://www.easychart.org/) - a visual editor for Highcharts in drupal
* [Victory](http://formidable.com/open-source/victory/) - an ecosystem of modular data visualization components

### Maps

* [Leaflet](http://leafletjs.com/) - Js library for maps (uses CDN)
* [Polymap](http://polymaps.org/) - free JS library for dynamic, interactive maps
* [Open Refine address to LAT/LONG](https://github.com/OpenRefine/OpenRefine/wiki/Geocoding) - transform address to lat/long values in a CSV using Open Refine
* [OSM Boundaries](https://osm.wno-edv-service.de/boundaries/) - Region, countries, sub-regions, cities - you can get all their polygons here
* [Polygon Creator](http://polygons.openstreetmap.fr/index.py) - very straightforward name
* [Mapbox](https://www.mapbox.com) - great mapping tool, especially for basemaps design
* [CartoDB's API](http://docs.cartodb.com/cartodb-platform/cartodb-js/) - great mapping tool, especially for interactive design
* [OSM](https://www.openstreetmap.org) - Open Street Map, as you know
* [Stamen](http://stamen.com/) - those fellows make cool basemaps and mapping applications
* [Time Mapper](http://timemapper.okfnlabs.org/) - elegant timelines and maps created very easily
* [Kartograph](http://kartograph.org/) - ramework for building interactive map applications without Google Maps or any other mapping service
* [Indie Mapper](http://indiemapper.com/app/) - heavy as shit on your browser, but this tool allows you to handle a great deal of mapping formats
* [Basemap](http://matplotlib.org/basemap/) - library for plotting 2D data on maps in Python
* [Sao Paulo](https://github.com/okfn-brasil/gastos_abertos_dados/tree/master/GIS) - geographic data of Sao Paulo city
* [Geo shape](https://www.elastic.co/guide/en/elasticsearch/reference/1.4/mapping-geo-shape-type.html) - facilitates the indexing of and searching with arbitrary geo shapes such as rectangles and polygons
* [Landsat-util](https://github.com/developmentseed/landsat-util) - command line utility that makes it easy to search, download, and process Landsat imagery
* [OSM-Meta-util](https://github.com/osmlab/osm-meta-util) - tool to download and process OSM Metadata
* [PostGis](http://postgis.net/) - spatial database extender for PostgreSQL object-relational database
* [Open Layers](http://openlayers.org/) - high-performance, feature-packed library for all your mapping needs
* [Kumu](https://www.kumu.io/) - relationship data
* [Crossfilter](http://square.github.io/crossfilter/) - JavaScript library for exploring large multivariate datasets in the browser
* [JS Infovis Toolkit](http://philogb.github.io/jit/) - provides tools for creating Interactive Data Visualizations for the Web
* [Wolfram Alfa](http://www.wolframalpha.com/) - introduces a fundamentally new way to get knowledge and answers
* [Pattrn](http://pattrn.co/) - cool dashboards withs maps
* [TopoJson](https://github.com/mbostock/topojson) - TopoJSON is an extension of GeoJSON that encodes topology
* [Unfolding](http://unfoldingmaps.org/) - Unfolding is a library to create interactive maps and geovisualizations in Processing and Java
* [Data Maps](http://datamaps.github.io/) - Customizable SVG map visualizations for the web in a single Javascript file using D3.js
* [Batch Geocode](http://www.findlatitudeandlongitude.com/batch-geocode/) - Amazing, useful batch geocode tool, don't have words for it
* [Geojson mapping](http://geojson.io/#map=2/20.0/0.0) - map made simple

### Data <div id="data"></div>

* [Code beautify](http://codebeautify.org/) - best tool for data convertion into other formats
* [Google API](https://developers.google.com/identity/)
* [R](https://www.r-project.org/) - statistical analysis software
* [Google Sheets to Json](http://blog.pamelafox.org/2013/06/exporting-google-spreadsheet-as-json.html) - make your Google Sheet into JSON file format 
* [CSV/Google Sheets to GeoJson](https://github.com/mapbox/geo-googledocs/) - make your Google Sheet into GeoJSON file format
* [JsonLint](http://jsonlint.com/#) - JSON validator
* [CSV to JSON](http://www.csvjson.com/csv2json) - the best one out there
* [Json to CSV](http://konklone.io/json/) - useful
* [Json Editor](http://www.jsoneditoronline.org/) - editor of Json
* [Editdata.org](http://editdata.org/about) - tool for editing CSV & JSON files from your computer & from GitHub
* [Blockspring](https://www.blockspring.com/) - integrates Google Sheets with webservices like Tableau and Slack
* [DataDeck](http://explorer.okfnlabs.org/#start) - clean your data and add it to a map or some simple visualization
* [Frictionless data](http://data.okfn.org/) - tools for creating, viewing, validating, publishing, and working with Data Packages
* [Table Setter](http://propublica.github.io/table-setter/) - Ruby app that provides an easy way to present CSVs hosted locally or remotely (e.g. on google, etc) in custom HTML
* [RTG - Responsive Table Generator](http://inn.github.io/responsive-tables/#) - makes responsive tables, quite useful
* [Convert CSV](http://www.convertcsv.com/) - it does that
* [Cube](http://square.github.io/cube/) - system for collecting timestamped events and deriving metrics
* [Quartz's guide about bada data](https://github.com/Quartz/bad-data-guide) - a guide to organize data
* [Parse Hub](https://www.parsehub.com/) - turn dynamic websites into APIs
* [Table Generator](http://www.tablesgenerator.com/) - makes responsive tables, also quite useful
* [SQL Pad](http://rickbergfalk.github.io/sqlpad/) - this beauty runs SQL in your browser - by [Rick Bergfalk](http://rickbergfalk.github.io/)
* [JSON online editor](http://www.jsoneditoronline.org/) - fix your JSON
* [PostgreSQL](http://www.postgresql.org/) -  open source object-relational database system
* [Modest Maps](http://modestmaps.com/) - small, extensible, and free library to use interactive maps
* [Regexr](http://regexr.com/) - online tool to learn, build, & test Regular Expressions
* [Tabula-extractor](https://github.com/tabulapdf/tabula-extractor) - extract tables from PDF files
* [Tabula-java](https://github.com/tabulapdf/tabula-java) - extract tables from PDF files, newer version
* [Tabula](http://tabula.technology/) - extract tables from PDF files
* [CSVKit](https://csvkit.readthedocs.io/en/0.9.1/) - a suite of utilities for converting to and working with CSV
* [Batch Geocode](http://www.findlatitudeandlongitude.com/batch-geocode/) - Amazing, useful batch geocode tool, don't have words for it
* [Regression.js](https://github.com/Tom-Alexander/regression-js) - a javascript library containing a collection of least squares fitting methods

### Cool APIs

* [SWAPI](https://swapi.co/) - API with data about Star Wars all data available as JSON [here](https://github.com/phalt/swapi/tree/master/resources/fixtures#)
* [CityBikes](http://api.citybik.es/v2/) - data on bike sharing
* [API of Ice and Fire](https://anapioficeandfire.com/) - GOT

### Non-CMS solutions

* [Jekyll](https://jekyllrb.com/) - cool way to publish on the web without fucking trying to kill yourself with other CMS solutions (I am not against CMS, I like them, but boy they are demanding fuckers)
* [Prose](https://github.com/prose/prose) - web-based interface for managing content on GitHub
* [Newsplay](https://github.com/jueyang/newsplay) - gives out prompts for writing/publishing news with different tools, to different audience, on different platforms - from CUNY's [Jue Yang](https://twitter.com/jue_yang)
* [Assembly](http://themeforest.net/item/assembly-multipurpose-theme-with-page-builder/12536114) - page builder, drag and drop style

### Cool Jekyll templates

* [Strata](http://jekyllthemes.org/themes/strata/)
* [Uno](http://jekyllthemes.org/themes/jekyll-uno/)
* [Agency](http://jekyllthemes.org/themes/agency/)
* [Greyscale](http://jekyllthemes.org/themes/grayscale/)
* [Strange Case](http://jekyllthemes.org/themes/strangecase/)
* [Landing Page](http://jekyllthemes.org/themes/landing-page/)
* [Stylish](http://jekyllthemes.org/themes/stylish-portfolio/)
* [Leonids](http://jekyllthemes.org/themes/leonids/)
* [Slender](http://jekyllthemes.org/themes/slender/)

### Other stuff

* [Story Builder](http://storybuilder.jumpstart.ge/en) - engine para publicação de histórias, dá para baixar o código e publicar no seu servidor
* [Stack Edit](https://stackedit.io/editor) - editor online de Markdown
* [AWS S3](http://aws.amazon.com/s3/)
* [Tributary.io](http://tributary.io/) - uma jóia para criar snippets de SVG 
* [Select 2](https://select2.github.io/)
* [Tumult](http://tumult.com/hype/) - HTML generator (pago)
* [Scala js](http://lihaoyi.github.io/hands-on-scala-js/)
* [React](http://facebook.github.io/react/) - biblioteca do Facebook para construção de UI
* [Paper](http://paperjs.org/about/)
* [Vizsweet](http://www.vizsweet.com/) - ainda não saiu
* [Pym js](http://blog.apps.npr.org/pym.js/) - responsive iframes
* [Inkscape](https://inkscape.org/pt/) - vector graphics designer
* [Fusion guidelines](https://github.com/fusioneng/tech-docs)
* [HTML validator](https://validator.w3.org) - check your HTML for errors
* [ProPublica Guides](https://github.com/propublica/guides)
* [NPR best practices](https://github.com/nprapps/bestpractices)
* [Stevedore](https://github.com/newsdev/stevedore) - make your search engine out of a .zip file
* [Balsamiq](https://balsamiq.com/download/#) - wireframing tool
* [Gifmaker](http://gifmaker.me/) - best for making Gifs
* [Makr a Gif](http://makeagif.com/) - easiest to share Gifs on social media
* [Epic editor](http://epiceditor.com/) - embeddable javascript markdown editor
* [Assemble](http://assemble.io/) - static site generator with node.js

### References

- ref 1.: [TNW](http://thenextweb.com/dd/2015/06/12/20-best-javascript-chart-libraries/)
- ref 2.: [INN](http://nerds.inn.org/toolbox/)
- ref 3.: [Visual Cinnamon](http://www.visualcinnamon.com/)
- ref 4.: [Medium Volt](https://medium.com/volt-data-lab/26-ferramentas-para-visualiza%C3%A7%C3%A3o-de-dados-avaliadas-pelo-volt-654c5a590497#.7lof0g732)
- ref 5.: [Medium Volt 2](https://medium.com/volt-data-lab/6-ferramentas-para-extrair-dados-da-internet-avaliadas-pelo-volt-586b6352fdd2#.jbd8yb9a2)
- ref 6.: [TNW](http://thenextweb.com/apps/2012/09/29/the-best-apps-communities-tools-writers-journalists/)
- ref 7.: [Dev Seed](http://inspire.blufra.me/big-data-visualization-review-of-the-20-best-tools/)
- ref 8.: [Dev Seed](https://developmentseed.org/projects/landsat-util/)
- ref 9.: [Dev Seed](https://developmentseed.org/blog/2012/june/25/prose-a-content-editor-for-github/)
- ref 10.: [Dev Seed](https://developmentseed.org/blog/new-healthcare-gov-is-open-and-cms-free/)
- ref 11.: [GitHub](https://github.com/prose/starter)
- ref 12.: [GitHub](https://github.com/jueyang/know-your-tools)
- ref 13.: [GitHub](https://github.com/jueyang/mapmakers-cheatsheet)
- ref 14.: [CB](http://www.creativebloq.com/design-tools/data-visualization-712402)
- ref 15.: [Silk](http://data-journalism-tools.silk.co/)
- ref 16.: [TS](http://techslides.com/50-javascript-charting-and-graphics-libraries)

_I sometimes try to name the tool's creators, but I don't put much effort into finding their name. If you want attribution, reach me through Twitter._

![Photo by Caroline Methot/Unsplash](https://images.unsplash.com/photo-1452796907770-ad6cd374b12d?crop=entropy&fit=crop&fm=jpg&h=700&ixjsv=2.1.0&ixlib=rb-0.3.5&q=80&w=1275)

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