DMT

Analysis

41

agate

http://agate.readthedocs.io/en/1.5.5/

AnswerMiner

http://answerminer.com

Bokeh

http://bokeh.pydata.org/en/latest/

GeoDa

http://geodacenter.github.io/

Geotime

http://geotime.com/

Palladio

http://hdlab.stanford.edu/palladio/

In-Spire

http://in-spire.pnnl.gov/

Matplotlib

http://matplotlib.org/

MonkeyLearn

http://monkeylearn.com

Pandas for Python

http://pandas.pydata.org/

Wordstat

http://provalisresearch.com/products/content-analysis-software/

QuickCode

http://quickcode.io

CSV Fingerprints

http://setosa.io/blog/2014/08/03/csv-fingerprints/

Seaborn

http://stanford.edu/~mwaskom/software/seaborn/index.html

Textalyser

http://textalyser.net/

Wordseer

http://wordseer.berkeley.edu/

Wordwanderer

http://wordwanderer.org/

ContextMiner

http://www.contextminer.org/

Dataiku Dss

http://www.dataiku.com/dss/

Data Science Toolkit

http://www.datasciencetoolkit.org/

Generatedata

http://www.generatedata.com/

Wordtree

http://www.jasondavies.com/wordtree/

Outwit

http://www.outwit.com/products/hub/

R

http://www.r-project.org

The R Project

http://www.r-project.org/

Rstudio

http://www.rstudio.com/products/rstudio/

Silk

http://www.silkapp.com/product

Synerscope

http://www.synerscope.com/

Visokio Omniscope

http://www.visokio.com/

Wizard

http://www.wizardmac.com/

Wolfram Mathematica

http://www.wolfram.com/mathematica/

Analyse-it

https://analyse-it.com/

Chart.io

https://chartio.com/

Data Hero

https://datahero.com/

Datacomb

https://github.com/cmpolis/datacomb

Re:dash

https://github.com/everythingme/redash

Rcharts

https://ramnathv.github.io/rCharts/

Shiny

https://shiny.rstudio.com/

DataBasic

https://www.databasic.io/en/

Leximancer

https://www.leximancer.com/

Trifacta Wrangler

https://www.trifacta.com/start-wrangling/

Color

19

0 to 255

http://0to255.com/

Every Color

http://bl.ocks.org/mbostock/5577023

Colorbrewer

http://colorbrewer2.org/

Color Oracle

http://colororacle.org/

Color Gradients Explorer

http://geotests.net/couleurs/gradients_en.html

Colours Across Cultures

http://globalpropaganda.com/articles/TranslatingColours.pdf

Hcl Wizard

http://hclwizard.org/

Html Color Picker

http://imagecolorpicker.com/

Lch Color Gradient Picker

http://jsfiddle.net/d6wXV/6/embedded/result/

Theresa-Marie Rhyne

http://theresamarierhyne.com/Theresa-Marie_Rhynes_Viewpoint/Blog/Blog.html

I Want Hue

http://tools.medialab.sciences-po.fr/iwanthue/

Hcl Colorpicker

http://tristen.ca/hcl-picker/#/clh/7/0/000000/000000

Web Color Data

http://webcolourdata.com/

CheckMyColours

http://www.checkmycolours.com/

Color Calculator

http://www.sessions.edu/color-calculator

Vischeck

http://www.vischeck.com/vischeck/

Adobe Color

https://color.adobe.com/

Colordot

https://color.hailpixel.com/

ChromaJS

https://github.com/gka/chroma.js

Dashboards

18

Data Cleaning

7

dedupe.io

http://dedupe.io

Open Refine

http://openrefine.org

Pandas for Python

http://pandas.pydata.org/

CSV Fingerprints

http://setosa.io/blog/2014/08/03/csv-fingerprints/

DataCleaner

https://datacleaner.org/

Parserator

https://parserator.datamade.us/

Trifacta Wrangler

https://www.trifacta.com/start-wrangling/

Data Conversion

14

Data Scraping

15

Data Sources

43

CrocTail

http://croctail.corpwatch.org/

http://data.worldbank.org/

DataBullet.in

http://databullet.in

DataPortals

http://dataportals.org

http://findthedata.com

Follow the Money

http://followthemoney.org

Hall of Justice

http://hallofjustice.sunlightfoundation.com/

Kaggle Datasets

http://kaggle.com/datasets

MapLight

http://maplight.org

Net Data Directory

http://netdatadirectory.org

NetDataDirectory

http://netdatadirectory.org/

OpenData by ArcGIS

http://opendata.arcgis.com

OpenSecrets

http://opensecrets.org

re3data.org

http://re3data.org

Spreadshare.co

http://spreadshare.co

Television Explorer: Television News as Data

http://television.gdeltproject.org/cgi-bin/iatv_ftxtsearch/iatv_ftxtsearch?primary_keyword=campaign&context_keywords=&filter_network=CNN&filter_timespan=ALL&filter_displayas=PERCENT&filter_combineseparate=SEPARATE&filter_outputtype=DISPLAY

Google Trends

http://trends.google.com

Bureau of Labor Statistics

http://www.socialexplorer.com/pub/home/home.aspx

Amazon Web Services Public Datasets

https://aws.amazon.com/datasets/

Data Stringer

https://bbc-news-labs.github.io/datastringer/

CrowdVoice

https://crowdvoice.org/

Google Data Studio

https://datastudio.google.com

The Quartz Directory of Essential Data

https://docs.google.com/spreadsheets/d/1hU7Snj4KZ-ppyy388l-sV4I26n4yGVb8xYnygPOS-5k/edit#gid=1436509184

TAGS: Social media data collection

https://docs.google.com/spreadsheets/d/1X0oKaAolhSV4MktvXvfCN7kh0WfsdeFDoqgRAW3QvAM/edit#gid=8743918

Awesome Public Datasets

https://github.com/caesar0301/awesome-public-datasets

OpenAddresses

https://openaddresses.io/

Censorship Explorer

https://wiki.digitalmethods.net/Dmi/ToolCensorshipExplorer

CDC Health Data

https://www.cdc.gov/DataStatistics/

FOIA Machine

https://www.foiamachine.org/

Google Public Data Explorer

https://www.google.com/publicdata

Google Correlate

https://www.google.com/trends/correlate

GovTrack.us

https://www.govtrack.us/

ProPublica Data Store

https://www.propublica.org/datastore/

Statistica

https://www.statista.com/

Atlas

https://www.theatlas.com/

Uniform Crime Reporting Data

https://www.ucrdatatool.gov/

Data Wrangling

12

Design Tools

22

Digital Methods

16

DMI amazon

http://tools.digitalmethods.net/beta/amazon

DMI githubOrgs

http://tools.digitalmethods.net/beta/githubOrgs

DMI googleImages

http://tools.digitalmethods.net/beta/googleImages

DMI googlePlaySimilar

http://tools.digitalmethods.net/beta/googlePlaySimilar

DMI harvestUrls

http://tools.digitalmethods.net/beta/harvestUrls/

DMI itunesStore

http://tools.digitalmethods.net/beta/itunesStore

DMI scrapeGoogle

http://tools.digitalmethods.net/beta/scrapeGoogle/autocomplete.php

DMI sourceCodeSearch

http://tools.digitalmethods.net/beta/sourceCodeSearch

DMI wikipedia2geo

http://tools.digitalmethods.net/beta/wikipedia2geo/

DMI Robots

http://tools.digitalmethods.net/robots

DMI Facebook (netvizz)

https://apps.facebook.com/107036545989762/

DMI App Trackers

https://tools.digitalmethods.net/beta/appTrackers

DMI NewsAgencies

https://tools.digitalmethods.net/beta/newsAgencies/

DMI Wayback

https://tools.digitalmethods.net/beta/waybackNetworkPerYear/

DMI Tumblr

https://tools.digitalmethods.net/netvizz/tumblr/

DMI Youtube

https://tools.digitalmethods.net/netvizz/youtube/

DMI

43

DMI 4

http://labs.polsys.net/tools/visual/tagcloud/

DMI analyse

http://tools.digitalmethods.net/beta/analyse

DMI bubbleline

http://tools.digitalmethods.net/beta/bubbleline/

DMI comparenetworksovertime

http://tools.digitalmethods.net/beta/comparenetworksovertime/

DMI deduplicate

http://tools.digitalmethods.net/beta/deduplicate

DMI disqusScraper

http://tools.digitalmethods.net/beta/disqusScraper

DMI dorling

http://tools.digitalmethods.net/beta/dorling/

DMI expandTinyUrls

http://tools.digitalmethods.net/beta/expandTinyUrls/

DMI getXmlUrls

http://tools.digitalmethods.net/beta/getXmlUrls/

DMI githubReposMeta

http://tools.digitalmethods.net/beta/githubReposMeta/

DMI googleReverseImages

http://tools.digitalmethods.net/beta/googleReverseImages

DMI imagesDeep

http://tools.digitalmethods.net/beta/imagesDeep

DMI linkRipper

http://tools.digitalmethods.net/beta/linkRipper/

DMI lippmannianDeviceToGephi

http://tools.digitalmethods.net/beta/lippmannianDeviceToGephi

DMI proxies

http://tools.digitalmethods.net/beta/proxies

DMI screenshotGenerator

http://tools.digitalmethods.net/beta/screenshotGenerator

DMI searchEngineScraper

http://tools.digitalmethods.net/beta/searchEngineScraper/

DMI sentences

http://tools.digitalmethods.net/beta/sentences

DMI svgcloud

http://tools.digitalmethods.net/beta/svgcloud/

DMI tagcloud

http://tools.digitalmethods.net/beta/tagcloud/

DMI tagCloudCombinator

http://tools.digitalmethods.net/beta/tagCloudCombinator

DMI tagcloudToWordle

http://tools.digitalmethods.net/beta/tagcloudToWordle/

DMI text_cat

http://tools.digitalmethods.net/beta/text_cat/

DMI textRipper

http://tools.digitalmethods.net/beta/textRipper

DMI timestamp

http://tools.digitalmethods.net/beta/timestamp

DMI tldCounts

http://tools.digitalmethods.net/beta/tldCounts/

DMI trackerTracker

http://tools.digitalmethods.net/beta/trackerTracker

DMI triangulate

http://tools.digitalmethods.net/beta/triangulate/

DMI wikipediaCrosslingualImageAnalysis

http://tools.digitalmethods.net/beta/wikipediaCrosslingualImageAnalysis

DMI wikipediaEntryCheck

http://tools.digitalmethods.net/beta/wikipediaEntryCheck/

DMI wikipediaHistoryFlowCompanion

http://tools.digitalmethods.net/beta/wikipediaHistoryFlowCompanion/

DMI wikitoc

http://tools.digitalmethods.net/beta/wikitoc/

DMI 40

http://tools.medialab.sciences-po.fr/table2net/

DMI 41

http://webatlas.fr/wp/navicrawler/

DMI 51

https://tools.digitalmethods.net/beta/github/

DMI 52

https://tools.digitalmethods.net/beta/githubContributors/

DMI 53

https://tools.digitalmethods.net/beta/githubRepos/

DMI 54

https://tools.digitalmethods.net/beta/githubUserMeta/

DMI 55

https://tools.digitalmethods.net/beta/instagramLoader/

DMI 56

https://tools.digitalmethods.net/beta/internetArchiveWaybackMachineLinkRipper

DMI 57

https://tools.digitalmethods.net/beta/lippmannianDevice/

DMI 58

https://tools.digitalmethods.net/beta/searchEngineScraper/

DMI 59

https://tools.digitalmethods.net/beta/wikipediaCategoryAnalysis

Interactive Charting

45

Flourish

http://app.floursih.studio

PREVIEW

http://apps.baapps.com/preview/#fieldlist

Bokeh

http://bokeh.pydata.org/en/latest/

http://datawrapper.de

Parallel Sets

http://eagereyes.org/parallel-sets

Dataseed

http://getdataseed.com

Chart Tool

http://globeandmail.github.io/chart-tool/

Lyra

http://idl.cs.washington.edu/projects/lyra/

http://lightning-viz.org/

Parabola

http://parabola.io

RAW

http://raw.densitydesign.org/

Raw

http://rawgraphs.io/

Sankey Diagram Maker

http://sankeydiagrammaker.blogspot.co.uk/

Sankeymatic

http://sankeymatic.com/

Vega

http://trifacta.github.io/vega/

VisDown

http://visdown.amitkaps.com

ChartBlocks

http://www.chartblocks.com/en/

Charted

http://www.charted.co/

Datavisual

http://www.datavisu.al/

E-Sankey

http://www.e-sankey.com/en/

htmlwidgets for R

http://www.htmlwidgets.org/

Quadrigram

http://www.quadrigram.com/

Silk

http://www.silkapp.com/product

Tableau Public

http://www.tableausoftware.com/public/

Zingchart

http://www.zingchart.com/#welcome

Chartlr

https://chartlr.com/

Google Charts

https://developers.google.com/chart/

Chartist.js

https://gionkunz.github.io/chartist-js/index.html

Superset

https://github.com/airbnb/superset

Plotly

https://plot.ly/

Chartbuilder

https://quartz.github.io/Chartbuilder/

Shiny

https://shiny.rstudio.com/

VizyDrop

https://vizydrop.com/

Blockspring

https://www.blockspring.com/

Cloudstitch

https://www.cloudstitch.com/d3-in-a-box

DataWrapper

https://www.datawrapper.de/

Teechart

https://www.steema.com/

Tree Map

https://www.treemap.com/

Interactive Storytelling

18

iOS Apps

6

Vizable

http://vizable.tableau.com/

Textal

http://www.textal.org/

Chartistic

https://itunes.apple.com/us/app/charting-app-chartistic/id1127272574?mt=8

Numerics

https://itunes.apple.com/us/app/numerics-dashboards-to-visualize/id875319874?mt=8

Perspective

https://itunes.apple.com/us/app/perspective/id516098684?mt=8

Vizzable

https://itunes.apple.com/us/app/vizable-explore-your-data/id1039023889?mt=8

Js d3 Libraries

45

AnyChartJS

http://anychart.com

Peity

http://benpickles.github.com/peity/

C3.js

http://c3js.org/

Keylines

http://cambridge-intelligence.com/keylines/

Rickshaw

http://code.shutterstock.com/rickshaw/

Cube

http://corner.squareup.com/2011/09/cube.html

CreateJS

http://createjs.com

Britecharts

http://cvlassets.s3.amazonaws.com/ScreenShot2017-05-13at9.37.04PM.png

D3-ID3

http://d3-id3.com/

D3 Legend

http://d3-legend.susielu.com/

http://forio.com/contour/index.html

Victory

http://formidable.com/open-source/victory/

Foamtree

http://get.carrotsearch.com/foamtree/demo/

D3

http://mbostock.github.com/d3

MetricsGraphicsJS

http://metricsgraphicsjs.org/

NVD3.js

http://nvd3js.org

Plottable.js

http://plottablejs.org

Dance

http://quasipartikel.at/2012/04/25/dancing-with-data/

Cubism.js

http://square.github.com/cubism/

Crossfilter

http://square.github.io/crossfilter/

xCharts

http://tenxer.github.io/xcharts/

http://wsj.github.io/squaire/

AmCharts

http://www.amcharts.com/javascript-charts/

Fusioncharts

http://www.fusioncharts.com/

Highcharts Js

http://www.highcharts.com/

Envision

http://www.humblesoftware.com/envision

Envision.js

http://www.humblesoftware.com/envision

Heatmap Js

http://www.patrick-wied.at/static/heatmapjs/

Zingchart

http://www.zingchart.com/#welcome

dc.js

https://dc-js.github.io/dc.js/

Raphael Js

https://github.com/DmitryBaranovskiy/raphael

Responsive Scatter Plot

https://github.com/jessekorzan/scatter-plot

Polychart Js

https://github.com/Polychart

Billboard.js

https://naver.github.io/billboard.js/

https://www.cloudstitch.com/d3-in-a-box

Teechart

https://www.steema.com/

Taucharts

https://www.taucharts.com/

Mapping

59

http://cartographer.visualmotive.com/

CMaps Analytics

http://cmapsanalytics.com/cmapsanalytics/designer/

Map Stack

http://content.stamen.com/map_stack_maps_for_all

DataMaps

http://datamaps.github.io

Dotspotting

http://dotspotting.org/

GDAL

http://gdal.org

GeoDa

http://geodacenter.github.io/

http://indiemapper.com/

Kartograph

http://kartograph.org/

Leaflet

http://leafletjs.com

Leaflet Js

http://leafletjs.com/

http://maps.stamen.com/

Geomask

http://maps.vasile.ch/geomask/

Maps4News

http://maps4news.com

MapsData

http://mapsdata.co.uk

MapShaper

http://mapshaper.org

Mapstarter.com

http://mapstarter.com

Mapstraction

http://mapstraction.com/

Modest Maps

http://modestmaps.com/

Ogre

http://ogre.adc4gis.com/

OpenData by ArcGIS

http://opendata.arcgis.com

http://snazzymaps.com

Unfolding

http://unfoldingmaps.org

Unfolding

http://unfoldingmaps.org/

Dmti Spatial

http://www.dmtispatial.com/

ArcGIS

http://www.esri.com/software/arcgis/arcgis-for-desktop

Batch Geocode by FindLatitudeLongitude

http://www.findlatitudeandlongitude.com/batch-geocode/#.WClo06IrJ-X

Google Earth

http://www.google.co.uk/intl/en_uk/earth/index.html

Mapcite

http://www.mapcite.com/

Maptive

http://www.maptive.com/

Preci

http://www.preci.co.uk/

QGIS

http://www.qgis.org/

QGIS

http://www.qgis.org/en/site/

Target Map

http://www.targetmap.com/

TimeMap.js

https://code.google.com/archive/p/timemap

Crowdmap

https://crowdmap.com/

DataMaps

https://datamaps.github.io/

Google Maps API

https://developers.google.com/maps/

Geocod.io

https://geocod.io/

Print Map Maker

https://github.com/datadesk/print-map-maker

Map Vectorizer

https://github.com/NYPL/map-vectorizer

MapBuildr

https://mapbuildr.com/

MapKnitter

https://mapknitter.org/

MapMe

https://mapme.com/

Maps4News

https://maps4news.com/

OpenAddresses

https://openaddresses.io/

GeoIP

https://wiki.digitalmethods.net/Dmi/ToolGeoIP

Mapbox

https://www.mapbox.com/mapbox-studio/

Network

17

Other Tools

34

ArchieML

http://archieml.org/

copytext.py

http://blog.apps.npr.org/2014/04/21/introducing-copytext-py.html

http://datatables.net/

Grano

http://dataviz.tools

DocumentCloud

http://documentcloud.org

Embed.ly

http://embed.ly

Flare

http://flare.prefuse.org

HelpMeViz

http://helpmeviz.com/

SheetSeeJS

http://jlord.us/sheetsee.js/

Imageplot

http://lab.softwarestudies.com/p/imageplot.html

SVG Crowbar

http://nytimes.github.io/svg-crowbar

Panda Project

http://pandaproject.net/

Paper

http://paperjs.org/

Phototrails

http://phototrails.net/

Prefuse

http://prefuse.org

Recline

http://reclinejs.com/

SoundCiteJS

http://soundcite.knightlab.com/

Vega

http://trifacta.github.io/vega/

Tangle

http://worrydream.com/Tangle

Daytum

http://www.daytum.com/

Kendo Ui

http://www.kendoui.com/

Ractive Js

http://www.ractivejs.org/

Reporter

http://www.reporter-app.com/

Silk

http://www.silkapp.com/product

Typeform

http://www.typeform.com/

DataTables

https://datatables.net/

Tablesaw

https://github.com/filamentgroup/tablesaw

VizyDrop

https://vizydrop.com/

FOIA Machine

https://www.foiamachine.org/

Mechanical Turk

https://www.mturk.com/mturk/welcome

Resources & Tutorials

10

Science Viz

20

Social Data

2

Brandwatch

https://www.brandwatch.com/

Digimind

Spreadsheet Add ons

13

Typography

3

Fatfonts

http://fatfonts.org/?page_id=68

Ff Chartwell

https://www.fontfont.com/how-to-use-ff-chartwell

Typewolf

https://www.typewolf.com

Visualization Books

9

D3Noob.org

http://d3noob.org

The Data Journalism Handbook

http://datajournalismhandbook.org/1.0/en/index.html

Design for Information: An introduction to the histories, theories, and best practices behind effective information visualizations

http://isabelmeirelles.com/book-design-for-information/

Designing Data Visualizations

http://shop.oreilly.com/product/0636920022060.do

The Functional Art: An Introduction to Information Graphics and Visualization

http://thefunctionalart.com

The Truthful Art: Data, Charts and Maps for Communication

http://thefunctionalart.com

Data Design: Visualising Quantities, Locations, Connections

http://www.bloomsbury.com/us/data-design-9781408191873/

Data+Design: A simple introduction to preparing and visualizing information

https://infoactive.co/data-design

Data Visualization: A successful design process

https://www.amazon.com/Data-Visualization-Successful-Design-Process/dp/1849693463?tag=viglink22120-20

146

LexisNexis Academic

http://academic.lexisnexis.nl/

Appcestry

http://appcestry.jasontc.net/

ATLAS.ti

http://atlasti.com/

Chorus

http://chorusanalytics.co.uk/

Contropedia

http://contropedia.net/

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