===== 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]].

    * Orange https://orangedatamining.com/ 
    * Weka https://ml.cms.waikato.ac.nz/weka/
    * R https://www.r-project.org/
        * also see [[https://www.pluralsight.com/product/skills-assessment|Try R]], [[https://posit.co/|RStudio]], [[https://stat.ethz.ch/R-manual/|R manual]], [[https://cran.r-project.org/doc/contrib/refcard.pdf|cheat sheet]], [[https://www.datacamp.com/doc/r/category/r-documentation|Stat Methods]]
    * Weave https://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 [[https://www.anychart.com/|www.anychart.com]] Interactive JavaScript/HTML5 charts, maps and dashboards
        * also see [[https://www.anychart.com/products/anychart/overview/|AnyChart JS Charts library]], [[http://www.anychart.com/products/anycmap/overview|AnyMap JS Maps library]], [[https://www.anychart.com/products/anystock/overview/|AnyStock JS Stock (Date/Time) Charts library]], and [[https://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]], [[https://writings.stephenwolfram.com/2012/02/launching-a-democratization-of-data-science/|blog post]]
    * Many Eyes [[https://www.ibm.com/software|https://www.ibm.com/software]] 
    * NovoSpark [[http://www.novospark.com/Products/Visualizer/OverviewOnline.aspx|novospark.com]]
    * Gephi [[https://gephi.org/|https://gephi.org/]] 
    * Outwit https://www.outwit.com/
    * Time Flow [[http://flowingmedia.com/timeflow.html|http://flowingmedia.com/timeflow.html]] 
    * Google Visualizations [[https://developers.google.com/apis-explorer/?csw=1#column_chart|code.google.com]] - a collection of graphing widgets
    * Graphviz [[https://graphviz.org/|https://graphviz.org/]] 
    * Cytoscape [[http://cytoscape.org/]] - for complex network visualizations
    * Open Heat Map [[https://bigtvhd.com/]]
    * Google Refine [[https://code.google.com/archive/p/google-refine|https://code.google.com/archive/p/google-refine]] 
    * DataWrangler [[http://vis.stanford.edu/wrangler/|http://vis.stanford.edu/wrangler/]] 
    * Quantum Gis [[https://www.qgis.org/|https://www.qgis.org/]] 
    * GeoCommons [[http://geocommons.com/|http://geocommons.com/]] 
    * RStudio [[https://posit.co/|]] 
    * NodeXL [[http://nodexl.codeplex.com/|http://nodexl.codeplex.com/]]  Network Overview, Discovery and Exploration for Excel
    * ZingCharts [[https://www.zingchart.com/|https://www.zingchart.com/]]  Create HTML5/Flash/  SVG charts
    * IfThisThenThat [[https://ifttt.com/|https://ifttt.com/]] 
    * DERI Pipes [[http://pipes.deri.org/|http://pipes.deri.org/]] 
    * Microsoft PowerPivot [[https://www.microsoft.com/en-us/power-platform/products/power-bi/|microsoft.com]]
    * Stamen Dotspotting [[https://dotspotting.org/]]
    * Afterquery [[http://afterquery.appspot.com/help]]
===== Tools for data scraping =====

  * [[https://addons.mozilla.org/en-US/firefox/addon/dafizilla-table2clipboard/|Dafizilla Table2Clipboard]] Firefox
  * [[https://chromewebstore.google.com/detail/empty-title/mbigbapnjcgaffohmbkdlecaccepngjd?ucbcb=1|Scraper]] Chrome
  * [[https://chromewebstore.google.com/detail/table-capture/iebpjdmgckacbodjpijphcplhebcmeop?ucbcb=1|Table Capture]] Chrome
  * [[http://datatoolbar.com/|Data Toolbar]] IE
  * [[http://http://www.kimonolabs.com/|Kimono Labs]] Easy web site data extraction on all browsers

===== Tools for data visualisation =====

  * [[http://http://whttp://app.raw.densitydesign.org/#%2F|Density Design]] Easy first visualisation using 3d.js