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Resource
Category
Name
link
Tool
677
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
Dashboards
18
Data Cleaning
7
Data Conversion
14
Data Scraping
15
Data Sources
43
CrocTail
http://croctail.corpwatch.org/
DAT
http://dat-data.com
Data.gov
http://data.gov
data.world
http://data.world
The World Bank
http://data.worldbank.org/
DataBullet.in
http://databullet.in
DataPortals
http://dataportals.org
DataUSA.io
http://datausa.io
Enigma.io
http://enigma.io
FindTheData
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.bls.gov/
FEC.gov
http://www.fec.gov/
Social Explorer
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
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/
Chartd.co
http://chartd.co
ChartsBin
http://chartsbin.com
D3-ID3
http://d3-id3.com/
Datacopia
http://datacopia.com
Datamatic
http://datamatic.co
Datawrapper
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/
Infogram
http://infogr.am/
Keshif.me
http://keshif.me
Lightning
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
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/
D3Js
http://d3js.org/
D3 Plus
http://d3plus.org
Dimple
http://dimplejs.org/
Fancy Grid
http://fancygrid.com
Forio Contour
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/
Infovis Toolkit
http://thejit.org/
D4
http://visible.io/
Squaire.js
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/
P5 Js
https://p5js.org/
Vida Io
https://vida.io/
Cloudstitch
https://www.cloudstitch.com/d3-in-a-box
Teechart
https://www.steema.com/
Taucharts
https://www.taucharts.com/
Mapping
59
BatchGeo
http://batchgeo.com
CARTO
http://carto.com
Cartographer.js
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/
Geojson.io
http://geojson.io
Geomancer
http://geomancer.io
Geomancer
http://geomancer.io/
Indiemapper
http://indiemapper.com/
Kartograph
http://kartograph.org/
Leaflet
http://leafletjs.com
Leaflet Js
http://leafletjs.com/
MapHub
http://maphub.net
MapJam
http://mapjam.com
mapkit.io
http://mapkit.io
Stamen Maps
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
Polymaps
http://polymaps.org
Polymaps
http://polymaps.org/
Sigma
http://sigmajs.org
SnazzyMaps
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
Resources & Tutorials
10
Science Viz
20
Social Data
2
Brandwatch
https://www.brandwatch.com/
Digimind
​
Spreadsheet Add ons
13
Typography
3
Visualization Books
9
​
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/
Cur.to
http://cur.to/
Darcy Ripper
http://darcyripper.com/features/downloads/
DataSift
http://datasift.com/
PYLON
http://datasift.com/products/pylon-for-facebook-topic-data/
STREAM
http://datasift.com/products/stream-for-social-data/
dataviz.tools
http://dataviz.tools/
DD-CSS
http://dd-css.com/
DiscoverText
http://discovertext.com/solutions/
GUESS
http://graphexploration.cond.org/
Hoaxy
http://hoaxy.iuni.iu.edu/
Hyphe
http://hyphe.medialab.sciences-po.fr/
igraph
http://igraph.org/
InfoExtractor
http://infoextractor.org/
Keyhole
http://keyhole.co/
ImagePlot
http://lab.softwarestudies.com/p/imageplot.html
Webometric Analyst
http://lexiurl.wlv.ac.uk/
iScience Maps
http://maps.iscience.deusto.es/
Augentwitt
http://matthieu-totet.fr/Koumin/tools/augentwitt-pictures-grabber-from-twitter/
Naoyun
http://matthieu-totet.fr/Koumin/tools/naoyun/
Protovis
http://mbostock.github.io/protovis/
Hierarchical Models
http://mfviz.com/hierarchical-models/
Mozdeh
http://mozdeh.wlv.ac.uk/
Neo4j
http://neo4j.com/
NodeXL
http://nodexl.codeplex.com/
Open Refine
http://openrefine.org/
Open Refine (formerly Google Refine)
http://openrefine.org/
Plus One
http://plusonesocial.com/
procspace
http://procspace.net/
RAW
http://raw.densitydesign.org/
Scrapy
http://scrapy.org/
SentiStrength
http://sentistrength.wlv.ac.uk/
Sigma.js
http://sigmajs.org/
SocioViz
http://socioviz.net/
Sysomos
http://sysomos.com/
Texifter
http://texifter.com/
TiddlyWiki
http://tiddlywiki.com/
Seealsology
http://tools.medialab.sciences-po.fr/seealsology/
Table 2 Net
http://tools.medialab.sciences-po.fr/table2net/
TweetMapper.us
http://tweetmapper.us/
Twitris
http://twitris.knoesis.org/
Voyant Tools
http://voyant-tools.org/
DBpedia
http://wiki.dbpedia.org/
WORDij
http://wordij.net/
Buzzcapture
http://www.buzzcapture.com/
Pattern
http://www.clips.ua.ac.be/pattern
Crimson Hexagon
http://www.crimsonhexagon.com/
Digital Footprints
http://www.digitalfootprints.dk/
Followthehashtag
http://www.followthehashtag.com/
FusionCharts
http://www.fusioncharts.com/
Highcharts
http://www.highcharts.com/
IBM SPSS
http://www.ibm.com/analytics/us/en/technology/spss/
Condor
http://www.ickn.org/download.html
JSTOR Labs Text Analyzer
http://www.jstor.org/analyze/
MATLAB
http://www.mathworks.nl/products/matlab/
Open Calais
http://www.opencalais.com/
OSCity
http://www.oscity.eu/
OutWit Hub
http://www.outwit.com/
Pulsar
http://www.pulsarplatform.com/
QGIS
http://www.qgis.org/en/site/
NVivo
http://www.qsrinternational.com/product
NCapture
http://www.qsrinternational.com/support/faqs/what-is-ncapture
Socialbakers Analytics
http://www.socialbakers.com/
Stata
http://www.stata.com/
Tableau Desktop;Tableau Public
http://www.tableau.com/
TagClouder
http://www.tagclouder.minddesign.info/
Mondrian
http://www.theusrus.de/Mondrian/
Visibrain
http://www.visibrain.com/
Wizard
http://www.wizardmac.com/
Wolfram|Alpha Pro
http://www.wolframalpha.com/
ImageSorter
https://appnee.com/imagesorter/
Wayback Machine
https://archive.org/web/
Urlcheckr
https://beta.urlcheckr.com/
Television Explorer
https://blog.archive.org/2016/12/20/new-research-tool-for-visualizing-two-million-hours-of-television-news/
Google Books Ngram Viewer
https://books.google.com/ngrams/
Scraper
https://chrome.google.com/webstore/detail/scraper/mbigbapnjcgaffohmbkdlecaccepngjd
Rfacebook
https://cran.r-project.org/web/packages/Rfacebook/index.html
SocialMediaMineR
https://cran.r-project.org/web/packages/SocialMediaMineR/index.html
D3.js
https://d3js.org/
Google Data Studio
https://datastudio.google.com/
Charts
https://developers.google.com/chart/
Digital Research Tools (DiRT) Wiki
https://digitalresearchtools.pbworks.com/
Gephi
https://gephi.org/
TwitterStreamingImporter
https://gephi.org/plugins/#/plugin/twitter-streaming-importer
shots
https://github.com/bevacqua/shots
tStreamingArchiver
https://github.com/brendam/tStreamingArchiver
fb_scrape_public
https://github.com/dfreelon/fb_scrape_public
waybackpack
https://github.com/jsvine/waybackpack
solrwayback
https://github.com/netarchivesuite/solrwayback
image-color-analysis
https://github.com/omilab/image-color-analysis
Facets
https://github.com/pair-code/facets
Instagram Scraper
https://github.com/rarcega/instagram-scraper
Twython
https://github.com/ryanmcgrath/twython
Facepager
https://github.com/strohne/Facepager
Whippersnapper
https://github.com/washingtonpost/whippersnapper
Google Maps API Styled Map Wizard
https://gmaps-samples-v3.googlecode.com/svn/trunk/styledmaps/wizard/index.html
Gnip
https://gnip.com/
Graph Commons
https://graphcommons.com/
Apktool
https://ibotpeaches.github.io/Apktool/install/
Voyager
https://idl.cs.washington.edu/papers/voyager/
IFTTT
https://ifttt.com/
ImageJ
https://imagej.nih.gov/ij/
Imagga
https://imagga.com/
infogr.am
https://infogr.am/
Catwalk
https://medialab.github.io/catwalk/
Netlytic.org
https://netlytic.org/
NetworkX
https://networkx.github.io/
Piktochart
https://piktochart.com/
Processing
https://processing.org/
Microsoft Excel
https://products.office.com/en-us/excel
Raw Graphs
https://rawgraphs.io/
Regex101
https://regex101.com/
Mr. Data Converter
https://shancarter.github.io/mr-data-converter/
Storify;Storify 2
https://storify.com/
TAGS
https://tags.hawksey.info/
Instagram Scraper
https://tools.digitalmethods.net/beta/instagram/
Netvizz
https://tools.digitalmethods.net/netvizz/facebook/netvizz/
YouTube Data Tools
https://tools.digitalmethods.net/netvizz/youtube/
Tumblr Analytics
https://unionmetrics.com/product/tumblr-analytics/
Digital Methods Course
https://wiki.digitalmethods.net/Digitalmethods/WebHome
DMI-TCAT
https://wiki.digitalmethods.net/Dmi/ToolDmiTcat
Consumer Barometer
https://www.consumerbarometer.com/en/
draw.io
https://www.draw.io/
Fusion Tables
https://www.google.com/fusiontables/
Google Sheets
https://www.google.com/sheets
Google Trends
https://www.google.com/trends/
Import.io
https://www.import.io/
IssueCrawler
https://www.issuecrawler.net/
KNIME
https://www.knime.org/
Mapbox
https://www.mapbox.com/
TileMill
https://www.mapbox.com/tilemill/
Power Map
https://www.microsoft.com/en-us/download/details.aspx?id=38395
ParseHub
https://www.parsehub.com/
Python
https://www.python.org/
R
https://www.r-project.org/
RStudio
https://www.rstudio.com/
Planning Tools
https://www.thinkwithgoogle.com/tools/
Tweet Archivist
https://www.tweetarchivist.com/
Twitonomy
https://www.twitonomy.com/
Webscraper
https://www.webscraper.io/
Narrowify
https://xmacex.github.io/narrowifyObservations/
Wolfram|Alpha Personal Analytics for Facebook
www.wolframalpha.com/facebook/
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