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resource:tools [2012/12/19 12:59] – [Data Tools] tambergresource:tools [2016/05/10 13:48] (current) – [Resources: Data Wrangling Tools] andreykh
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-====== Resources ======+===== Resources: Data Wrangling Tools =====
  
 +To get started with data wrangling, we recommend checking out the tools and courses at [[http://schoolofdata.org/online-resources/|School of Data]].
  
-===== Data Tools =====+    * Orange http://orange.biolab.si/  
 +    * Weka http://www.cs.waikato.ac.nz/ml/weka/ 
 +    * R http://www.r-project.org/ 
 +        * also see [[http://tryr.codeschool.com/|Try R]], [[http://www.rstudio.org/|RStudio]], [[http://stat.ethz.ch/R-manual/|R manual]], [[http://cran.r-project.org/doc/contrib/refcard.pdf|cheat sheet]], [[http://www.statmethods.net/|Stat Methods]] 
 +    * Weave http://www.oicweave.org 
 +    * Tableau [[http://www.tableausoftware.com/|tableausoftware.com]] 
 +        * also see [[http://onlinehelp.tableausoftware.com/v6.1/pro/online/en-us/id10ANB0F0ZHS.html|open data tutorial]], [[https://www.interworks.com/blogs/mike-treadwell/2013/08/29/statistical-insights-using-tableau|statistical insights]] and [[http://www.tableausoftware.com/public/download|Tableau Public]] 
 +    * AnyChart [[http://www.anychart.com|www.anychart.com]] Interactive JavaScript/HTML5 charts, maps and dashboards 
 +        * also see [[http://www.anychart.com/products/anychart/overview|AnyChart JS Charts library]], [[http://www.anychart.com/products/anycmap/overview|AnyMap JS Maps library]], [[http://www.anychart.com/products/anystock/overview|AnyStock JS Stock (Date/Time) Charts library]], and [[http://www.anychart.com/products/anygantt/overview|AnyGantt JS Gantt Charts library]] 
 +    * Freebase http://www.freebase.com/ 
 +    * Google Public Data http://www.google.com/publicdata/directory 
 +    * Google Fusion Tables [[http://www.google.com/fusiontables/Home|http://www.google.com/fusiontables/Home]]  
 +    * Wolfram Alpha Pro [[http://www.wolframalpha.com/pro/|wolframalpha.com]], [[http://blog.stephenwolfram.com/2012/02/launching-a-democratization-of-data-science/|blog post]] 
 +    * Many Eyes [[http://www-958.ibm.com/software/data/cognos/manyeyes/|http://www-958.ibm.com/software/data/cognos/manyeyes/]]  
 +    * NovoSpark [[http://www.novospark.com/Products/Visualizer/OverviewOnline.aspx|novospark.com]] 
 +    * Gephi [[http://gephi.org/|http://gephi.org/]]  
 +    * Outwit http://www.outwit.com/ 
 +    * Time Flow [[http://flowingmedia.com/timeflow.html|http://flowingmedia.com/timeflow.html]]  
 +    * Google Visualizations [[http://code.google.com/apis/ajax/playground/?type=visualization#column_chart|code.google.com]] - a collection of graphing widgets 
 +    * Graphviz [[http://graphviz.org/|http://graphviz.org/]]  
 +    * Cytoscape [[http://www.cytoscape.org/]] - for complex network visualizations 
 +    * Open Heat Map [[http://www.openheatmap.com/]] 
 +    * Google Refine [[http://code.google.com/p/google-refine/|http://code.google.com/p/google-refine/]]  
 +    * DataWrangler [[http://vis.stanford.edu/wrangler/|http://vis.stanford.edu/wrangler/]]  
 +    * Quantum Gis [[http://www.qgis.org/|http://www.qgis.org/]]  
 +    * GeoCommons [[http://geocommons.com/|http://geocommons.com/]]  
 +    * RStudio [[http://www.rstudio.org/|]]  
 +    * NodeXL [[http://nodexl.codeplex.com/|http://nodexl.codeplex.com/]]  Network Overview, Discovery and Exploration for Excel 
 +    * ZingCharts [[http://www.zingchart.com/|http://www.zingchart.com/]]  Create HTML5/Flash/  SVG charts 
 +    * IfThisThenThat [[http://ifttt.com/|http://ifttt.com/]]  
 +    * DERI Pipes [[http://pipes.deri.org/|http://pipes.deri.org/]]  
 +    * Microsoft PowerPivot [[http://www.microsoft.com/bi/en-us/Solutions/Pages/PowerPivot.aspx|microsoft.com]] 
 +    * Stamen Dotspotting [[http://dotspotting.org/]] 
 +    * Afterquery [[http://afterquery.appspot.com/help]] 
 +===== Tools for data scraping =====
  
-    * ReportGrid ([[http://www.reportgrid.com/charts.html]]) +  * [[https://addons.mozilla.org/en-US/firefox/addon/dafizilla-table2clipboard/|Dafizilla Table2Clipboard]] Firefox 
-    * Tableau ([[http://www.tableausoftware.com/|http://www.tableausoftware.com/]] - see [[http://onlinehelp.tableausoftware.com/v6.1/pro/online/en-us/id10ANB0F0ZHS.html|open data tutorial]]) +  * [[https://chrome.google.com/webstore/detail/scraper/mbigbapnjcgaffohmbkdlecaccepngjd|Scraper]] Chrome 
-    * Graphviz ([[http://graphviz.org/|http://graphviz.org/]] ) +  * [[https://chrome.google.com/webstore/detail/table-capture/iebpjdmgckacbodjpijphcplhebcmeop|Table Capture]] Chrome 
-    * Google Fusion Tables ([[http://www.google.com/fusiontables/Home|http://www.google.com/fusiontables/Home]] ) +  * [[http://datatoolbar.com/|Data Toolbar]] IE 
-    * Wolfram Alpha Pro ([[http://www.wolframalpha.com/pro/|wolframalpha.com]], [[http://blog.stephenwolfram.com/2012/02/launching-a-democratization-of-data-science/|blog post]]) +  * [[http://http://www.kimonolabs.com/|Kimono Labs]] Easy web site data extraction on all browsers
-    * Many Eyes ([[http://www-958.ibm.com/software/data/cognos/manyeyes/|http://www-958.ibm.com/software/data/cognos/manyeyes/]] ) +
-    * Needlebase ([[http://www.needlebase.com/]]) +
-    * NovoSpark ([[http://www.novospark.com/Products/Visualizer/OverviewOnline.aspx|novospark.com]]) +
-    * Gephi ([[http://gephi.org/|http://gephi.org/]] ) +
-    * Time Flow ([[http://flowingmedia.com/timeflow.html|http://flowingmedia.com/timeflow.html]] ) +
-    * Google Visualizations ([[http://code.google.com/apis/ajax/playground/?type=visualization#column_chart|code.google.com]]) - a collection of graphing widgets +
-    * Cytoscape ([[http://www.cytoscape.org/]]) - for complex network visualizations +
-    * Open Heat Map ([[http://www.openheatmap.com/]]) +
-    * Google Refine ([[http://code.google.com/p/google-refine/|http://code.google.com/p/google-refine/]] ) +
-    * DataWrangler ([[http://vis.stanford.edu/wrangler/|http://vis.stanford.edu/wrangler/]] ) +
-    * Quantum Gis ([[http://www.qgis.org/|http://www.qgis.org/]] ) +
-    * GeoCommons ([[http://geocommons.com/|http://geocommons.com/]] ) +
-    * OpenStreetMap ([[http://www.openstreetmap.org/|http://www.openstreetmap.org/]] ) +
-    * R ([[http://www.r-project.org/|http://www.r-project.org/]] ) +
-    * RStudio ([[http://www.rstudio.org/|http://www.rstudio.org/]] ) +
-    * NodeXL ([[http://nodexl.codeplex.com/|http://nodexl.codeplex.com/]] ) Network Overview, Discovery and Exploration for Excel +
-    * ZingCharts ([[http://www.zingchart.com/|http://www.zingchart.com/]] ) Create HTML5/Flash/  SVG charts +
-    * IfThisThenThat ([[http://ifttt.com/|http://ifttt.com/]] ) +
-    * DERI Pipes ([[http://pipes.deri.org/|http://pipes.deri.org/]] ) +
-    * Microsoft PowerPivot ([[http://www.microsoft.com/bi/en-us/Solutions/Pages/PowerPivot.aspx|microsoft.com]]) +
-    * Stamen Dotspotting ([[http://dotspotting.org/]]) +
-    * Aferquery ([[http://afterquery.appspot.com/help]]) +
-===== Concept Tools =====+
  
-  * Balsamiq Mockups http://builds.balsamiq.com/b/mockups-web-demo/ +===== Tools for data visualisation =====
-  * Mockingbird https://gomockingbird.com/mockingbird/ +
-  * Mindmeister http://www.mindmeister.com+
  
-===== User Interface Builders ===== +  * [[http://http://whttp://app.raw.densitydesign.org/#%2F|Density Design]] Easy first visualisation using 3d.js
- +
-  * MIT/Google App Inventor http://appinventor.mit.edu/ +
-  * Glade for Python http://glade.gnome.org/ +
- +
- +
-===== Libraries ===== +
- +
- +
-=== JavaScript === +
- +
- +
-    * d3.js ([[http://mbostock.github.com/d3/|http://mbostock.github.com/d3/]] ) +
-    * Protovis ([[http://vis.stanford.edu/protovis/|http://vis.stanford.edu/protovis/]] ) +
-    * Processing ([[http://processingjs.org/|http://processingjs.org/]] ) +
-    * Google Chart Tools ( [[http://code.google.com/apis/chart/index.html|http://code.google.com/apis/chart/index.html]] ) +
-    * RaphaelJS ([[http://raphaeljs.com|http://raphaeljs.com]] ) +
-    * InfoVis Toolkit ([[http://thejit.org/|http://thejit.org/]] ) +
-    * Leaflet ([[http://leaflet.cloudmade.com/|http://leaflet.cloudmade.com/]] ) +
-    * Polymaps ([[http://polymaps.org/|http://polymaps.org/]] ) +
-    * OpenLayers ([[http://openlayers.org/|http://openlayers.org/]] ) +
- +
- +
-=== Java === +
- +
- +
-    * Prefuse ([[http://prefuse.org/|http://prefuse.org/]] ) +
-    * Processing ([[http://processing.org/|http://processing.org/]] ) +
- +
- +
-=== C++, Python === +
- +
- +
-    * Mapnik ([[http://mapnik.org/|http://mapnik.org/]] ) +
-    * Pandas [[http://pandas.sourceforge.net/|http://pandas.sourceforge.net/]]  +
- +
- +
-=== ActionScript/Flex === +
- +
- +
-    * Flare ([[http://flare.prefuse.org/|http://flare.prefuse.org/]] ) +
-    * OpenScales ([[http://openscales.org/|http://openscales.org/]] ) +
- +
- +
-=== Visual Programming === +
- +
- +
-    * Impure ([[http://www.impure.com/|http://www.impure.com/]] )+
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