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Alex Sadleir 1 #GovHack Toolkit
Maxious 2 Welcome to the GovHack toolkit. This page provides all the information you need to prepare hackfest entries.
Alex Sadleir 3 These tools can be used to make entries like: mobile apps, web apps, data visualisations/infographics.
4 This toolkit is open source, licenced cc-by and improvements are encouraged ...
5
Maxious 6 # How to register and submit your entry
Maxious 7 ## Registering your team
Alex Sadleir 8 Coming Soon: how to use the website "Hacker Space" to register and find teams.
9
Maxious 10 ## Preparing your submission
Alex Sadleir 11
Maxious 12 You should record a 3 minute speech and mix images/text to accompany.
Maxious 13 http://www.screenr.com/ and other screencasting tools allow you to demo apps.
Maxious 14 To mix together clips, you can use youtube video editor http://www.youtube.com/editor or local software like http://www.videolan.org/vlmc/ or http://www.lwks.com/
Maxious 15
Maxious 16 You also need to submit your "source material". For an application this may be source code, for another work it might be your notes or prototypes.
Maxious 17 The key thing here is that your source material demonstrates to the judges that some of the end result was your own work and that it is possible for another person to replicate that work.
Maxious 18
Maxious 19
20 # General References {#general-data-hacking-and-programming-references}
Alex Sadleir 21
Maxious 22 ## Who can be a hack day participant
Maxious 23 There are many roles you can play; coder, designer UX/graphics.
Maxious 24
25 ## The basics of being a data scientist
maxious 26
Maxious 27 * Have a hypothesis - even if you're making a tool/api that helps people with their questions too, remember what the objective of that is.
Maxious 28 * Find the people and tools you need to prove/show/find. This rest of this page will help with the latter.
29 * Analyse and present results - were they what you expected? Do they help explain to others what you have found out?
Maxious 30 Can present as a interactive data visualisation or a web/mobile application or just a infographic/motion graphics video that tells a story.
Alex Sadleir 31
Maxious 32 [![](img/How-to-participate-in-GovHack_html_m6a65720f-300x199.gif "Data Journalism Diagram")](img/How-to-participate-in-GovHack_html_m6a65720f.gif)</dt>
33 Illustration from Data Journalism Handbook, CC BY-SA 3.0</dd>
maxious 34
Maxious 35 The best high level reference is the 'Understanding Data' and 'Delivering Data' chapters of the Data Journalism Handbook which is available online for free at
36 [datajournalismhandbook.org](http://datajournalismhandbook.org/)
37
38 You can learn the technical skills from scratch in Visualize This: The FlowingData Guide to Design, Visualization, and Statistics by Nathan Yau or for more advanced
39 practical advice check out Data Analysis with Open Source Tools by Philipp K. Janert
40 For further reading in this space
41 [http://flowingdata.com/2012/04/27/data-and-visualization-blogs-worth-following/](http://flowingdata.com/2012/04/27/data-and-visualization-blogs-worth-following/)
42
43
Alex Sadleir 44 **Statistics**
45 [http://greenteapress.com/thinkstats/html/index.html](http://greenteapress.com/thinkstats/html/index.html)
46
Maxious 47 **Programming**
48
49 Programming is valuable skill for manipulating and displaying data.
50 Basic tutorials for a variety of languages are available for free online or you can learn
Alex Sadleir 51
Maxious 52 interactively with websites like [http://www.codecademy.com/](http://www.codecademy.com/#!/exercises/0). for JavaScript or [http://www.learnpython.org/ ](http://www.learnpython.org/)or [http://tryruby.org](http://tryruby.org/)
Alex Sadleir 53
Maxious 54 [https://developer.mozilla.org/en/JavaScript](https://developer.mozilla.org/en/JavaScript) - especially for web applications and visualisations, you'll need a basic understanding of JS. Common libraries like prototype or jQuery can help
55
56 **Accessibility/User Experience**
Alex Sadleir 57
Maxious 58 WCAG guidelines not only make a web app accessible but make it a better experience for all users! Even if not making an app, good to consider these things to do and not do: [http://www.w3.org/TR/WCAG/](http://www.w3.org/TR/WCAG/)
59
60
Alex Sadleir 61
Alex Sadleir 62 # Developer Tools For Your Computer {#developer-tools-for-your-computer}
Maxious 63 No matter what kind of application you have for the data, there are many tools you can use to better collaborate and manage your project.
maxious 64
Alex Sadleir 65 ### Source Control
Maxious 66 Git / Subversion
Alex Sadleir 67
Maxious 68 [![](img/Screenshot-at-2012-04-29-172132-300x235.png "Git Screenshot")](http://progit.org/book/)
Maxious 69
70 [http://progit.org/book/](http://progit.org/book/)
Maxious 71
72 [http://svnbook.red-bean.com/](http://svnbook.red-bean.com/)
Alex Sadleir 73
Maxious 74 [http://tortoisesvn.net/](http://tortoisesvn.net/)
75
76 [http://code.google.com/p/tortoisegit/](http://code.google.com/p/tortoisegit/)
77
78 ### Task Tracking -
Alex Sadleir 79
Maxious 80 Issue/task trackers allow you to outline the tasks required for your project and assign them to people to do.
Alex Sadleir 81
Maxious 82 [Trello](https://trello.com/) and [Workflowy](https://workflowy.com/) are free, lightweight project management tools suitable for a rapid project!
83
Alex Sadleir 84 ## Hosted Developer Tools {#hosted-developer-tools}
85
86 Can get many tools (source control, issue tracking) combined into one service cloud hosted so no setup required.
87
88 ### Github
89 Git obviously but svn/hg interfaces are possible. Provide their own GUI for Windows/OSX or use the variety of Git capable tools
90
91 ### Sourceforge
92
93 Subversion, Git, Mercurial, Bazaar, CVS, issue tracker, wiki, release file downloads. Unlimited free use for open source projects.
94
95 You can create your own Sourceforge project at [http://sourceforge.net/](http://sourceforge.net/)
96
97 ### Google Code Project Hosting
98
Alex Sadleir 99 Git, Mercurial, and Subversion code. Issue tracker, wiki, release file downloads. Unlimited free use for open source projects.
100
Alex Sadleir 101 You can host your Google Code project and get access to developer tools, APIs and documentation at [http://code.google.com/](http://code.google.com/)
Maxious 102
103 # Applications of data hacking
Alex Sadleir 104
105 ## API Development {#api-development}
106
107
108 So an API isn't just an XML file ![;)](http://www.govhack.org/wp-includes/images/smilies/icon_wink.gif)
109
110 A good web based data API:
111
112 * Is logically organised
113 * Can filter returned data
114 * Can return results in different open formats (CSV/JSON etc.)
115 * Is efficient and responsive by using caching and databases appropriately
116 * Handles errors gracefully
117 * Monitors and controls access (to show benefit realised of API and prevent abuse)
Maxious 118 * Provides appropriate documentation with examples
119
Maxious 120 Some people like sensis [http://](http://developers.sensis.com.au/)[developers.sensis.com.<wbr>au</wbr>](http://developers.sensis.com.au/)[/](http://developers.sensis.com.au/) use a provider like[http://](http://mashery.com/)[mashery.com](http://mashery.com/)[/](http://mashery.com/) or [https](https://apigee.com/)[://](https://apigee.com/)[apigee.com](https://apigee.com/) or [http://](http://apiaxle.com/)[apiaxle.com](http://apiaxle.com/)[/](http://apiaxle.com/) or [http://www.3scale.net/](http://www.3scale.net/) which handles making a good API for them.
Alex Sadleir 121
Maxious 122 Atlassian have a great page on what makes a good API https://developer.atlassian.com/display/REST/Atlassian+REST+API+Design+Guidelines+version+1)
Alex Sadleir 123
maxious 124 howto.gov api resources about choosing SOAP vs. REST etc. http://www.howto.gov/mobile/apis-in-government
Maxious 125
Alex Sadleir 126 API documentation is important too.
Maxious 127 - WSDL or http://swagger.wordnik.com/ or https://github.com/mashery/iodocs
128 - Many web app frameworks can generate the documentation for you. For example Symfony for PHPhttp://symfony.com/ https://github.com/FriendsOfSymfony/FOSRestBundle http://williamdurand.fr/2012/08/02/rest-apis-with-symfony2-the-right-way/ https://github.com/nelmio/NelmioApiDocBundle better apis https://github.com/liip/LiipHelloBundle
Alex Sadleir 129 - or for Rails https://github.com/elc/rapi_doc https://github.com/Pajk/apipie-rails
Alex Sadleir 130
131 http://amberonrails.com/building-stripes-api/
132
133 example WeatherTree weather API
134
maxious 135
136 ## Infographics and Data Visualisation {#data-visualisation}
Maxious 137
138 Infographics try to contextualise charts and graphs to tell a story. Data vis builds on this to find new ways to design insight.
139
140 Most of the categories to follow have visualisation tools specific to their purpose.
141
142 You can find some data visualisation tools below:
Alex Sadleir 143
Maxious 144 [http://www.visualisingdata.com/index.php/2011/07/part-6-the-essential-collection-of-visualisation-resources/](http://www.visualisingdata.com/index.php/2011/07/part-6-the-essential-collection-of-visualisation-resources/)
Maxious 145
Alex Sadleir 146 Also check out [http://thejit.org](http://thejit.org/) &amp; [http://www.senchalabs.org/<wbr>philogl/</wbr>](http://www.senchalabs.org/philogl/) (contributed by Matt Adcock)
Maxious 147
Alex Sadleir 148 Have to use visual art concepts, good color schemes http://www.r-bloggers.com/the-paul-tol-21-color-salute/
maxious 149
150
Maxious 151 - https://graphics.stanford.edu/wikis/cs448b-12-fall/ data viz theory
152 - http://drawingbynumbers.org/toolsandresources
maxious 153
Maxious 154 examples - http://sunfoundation.tumblr.com/
Alex Sadleir 155 ## The Open Budget
156
157 tools - http://selection.datavisualization.ch/ data viz tools catalog
158
Alex Sadleir 159 ## Web Applications
Alex Sadleir 160
161 With the rise of HTML5 technologies it is easier than ever to make a web application for engaging use of data.
162
163 - css framework like bootstrap or zurb foundation
164 - css gauges http://www.larentis.eu/donuts/
165 - bootstrap themes, web fonts, css sprites, icon fonts
166 - http://designmodo.com/flat-free/ http://designmodo.github.com/Flat-UI/
167
168 ### Examples
Alex Sadleir 169
Alex Sadleir 170
171 ## PlanningAlerts
172
173 [![Planning Alerts Screenshot](img/How-to-participate-in-GovHack_html_2f0199ff1-300x221.png "Planning Alerts Screenshot")](img/How-to-participate-in-GovHack_html_2f0199ff1.png)Description: Planning Alerts takes data from local government development applications and sends alerts to users based on what applications are lodged in their area.
174
175 Programming Language: Ruby
176
177 Source Control: [Git](https://github.com/openaustralia/planningalerts-app)
178
179 Issue Tracking: [Atlassian JIRA](http://tickets.openaustraliafoundation.org.au/browse/PA/)
Maxious 180
Alex Sadleir 181 ## LobbyLens
Alex Sadleir 182
183 [![](img/129-Screenshot-LobbyClue_-_Chromium-300x180.png "LobbyLens screenshot")](img/129-Screenshot-LobbyClue_-_Chromium.png)
Maxious 184
Alex Sadleir 185 Description: Displays connections between government contracts, business details, politician responsibilities, lobbyists, clients of lobbyists, political donors and the location of these entities.
186
187 Programing Language: PHP
188
189 Source Control: SVN (Subversion)
190
191 Issue Tracking: A whiteboard
192
193 ## bus.lambdacomplex.org
194
Maxious 195 [![](img/How-to-participate-in-GovHack_html_3789acae-300x253.jpg "Bus.lambda screenshot")](img/How-to-participate-in-GovHack_html_3789acae.jpg)
Alex Sadleir 196
Maxious 197 Description: Online Canberra Bus Timetables and Trip Planner.
Alex Sadleir 198
Alex Sadleir 199 Programing Language: PHP/Ruby
200
Maxious 201 Source Control: Git
Maxious 202
Alex Sadleir 203 Issue Tracking: Github
204
maxious 205 ## Mobile
Alex Sadleir 206
maxious 207 FRameworks, http://www.sencha.com/products/touch http://phonegap.com/ http://cordova.apache.org/
Alex Sadleir 208
Alex Sadleir 209 bom water,
Alex Sadleir 210 nz gov budget
211 html5 jquery mobile like directory.gov.au
maxious 212
213 - android datviz
Maxious 214 - http://code.google.com/p/afreechart/ http://code.google.com/p/snowdon/ http://code.google.com/p/chartdroid/ http://androidplot.com/ http://code.google.com/p/achartengine/
Maxious 215
Maxious 216
maxious 217
218 # Geographical Data Tools {#geographical-data-tools}
219
220 Check out the[ GeoRabble Boundary Mapper's Cookbook](http://georabble.org/2012/05/31/the-boundary-mappers-cookbook/) to see how you can tie all these things together!
Maxious 221
222 ## Key datasets
Maxious 223 - base layers like agri http://agri.openstreetmap.org/, http://irs.gis-lab.info/ wms or http://www.gdal.org/frmt_wms_openstreetmap_tms.xml
Maxious 224 ASGS including suburbs/postcodes
225 - andrewharvey4.wordpress.com postgis/asgs tutorial
Maxious 226 ## Wrangling
Maxious 227
Maxious 228 ### Converting
Maxious 229 There are many spatial data formats and often the one your tool requires is not the one the dataset is provided in
Maxious 230 Online
Maxious 231 - http://converter.mygeodata.eu/vector kml exporter for shp
232 or locally using GDAL
233
234 ### geocoding
235 cloudmade, google (but you must display on a Google Map).
236
Alex Sadleir 237 Easiest way to do is with a Google Spreadsheet/Fusion Table http://williamparry.blogspot.com.au/2011/04/putting-data-into-google-fusion-tables.htm http://support.google.com/fusiontables/answer/1012281?hl=en&ref_topic=2592806
238
239
240 ## Analysis
241
242
243 ### PostGIS
244
maxious 245 [![](img/postgisexample-300x130.jpg "postgisexample")](img/postgisexample.jpg)PostGIS is an extension for the PostgreSQL database server that allows you to store and manipulate geospatial data on a large scale. For example finding which points are in an area or what points are closest . It is also very useful for storing geospatial data because it can convert between all major formats including ESRI Shape files and Google Earth/Maps KML.
Maxious 246
maxious 247 ### Quantum GIS
248
249 [![](img/How-to-participate-in-GovHack_html_m50afbe88-300x160.jpg "QGIS Screenshot")](img/How-to-participate-in-GovHack_html_m50afbe88.jpg)QGIS is a graphical desktop application that allows viewing and editing of geospatial data. Some good base maps are available by adding the WMS layer/server [http://irs.gis-lab.info/](http://irs.gis-lab.info/)
Alex Sadleir 250
251 ## Visualisation
Maxious 252
253 ### Layar and other augmented reality tools
254
255 ### Google Fusion Tables/ChartsBin/[OpenHeatMap](http://www.openheatmap.com/)
Maxious 256
257 [![](img/fusiontablesscreenshot-300x168.jpg "fusiontablesscreenshot")](img/fusiontablesscreenshot.jpg)Input numerical values and areas to a spreadsheet and maps are produced where the areas are colored on a scale of the values
258
259 http://www.peteraldhous.com/CAR/Making_maps_with_Google_Fusion_Tables.pdf tutorial or http://support.google.com/fusiontables/topic/2592754?hl=en&ref_topic=27020 for google help files
260
261 ### [Cartographer.js](http://cartographer.visualmotive.com/)
Alex Sadleir 262
Maxious 263 [![](img/cartographerjs-300x187.png "cartographerjs screenshot")](img/cartographerjs.png)Input data as JSON and maps are produced.
264 See also d3 maps.
Alex Sadleir 265 - http://bost.ocks.org/mike/map/
Maxious 266
267
268 ### OpenLayers/Google Maps/[Leaflet](http://leaflet.cloudmade.com/)
Alex Sadleir 269
270 [![](img/How-to-participate-in-GovHack_html_512fcbe1-300x173.jpg "OpenLayers Screenshot")](img/How-to-participate-in-GovHack_html_512fcbe1.jpg)Display points and different layers. Leaflet is the easiest to use if you just want to show points with popups when clicked on.
271 There are wrappers for Google maps like http://hpneo.github.com/gmaps/examples.html and Mapstraction that can make it easier to use too.
272
Alex Sadleir 273 ### NASA World Wind/Google Earth
274
Maxious 275 [![](img/How-to-participate-in-GovHack_html_4dda24a4-300x261.jpg "WorldWind screenshot")](img/How-to-participate-in-GovHack_html_4dda24a4.jpg)Google Earth provides 3\. viewing of KML/GML files which represent points and shapes, both through a desktop application and a web plugin. These can be extended with interactive features that allow you to view by timeline or have animated tours between different points. You can also develop and customise your own viewer with the open source [NASA World Wind toolkit.](http://goworldwind.org/demos/)
276
Maxious 277 ###
maxious 278
Maxious 279 # Tabular Data Tools {#tabular-data-tools}
280
281 ## Wrangling
282
Alex Sadleir 283 Converting formats json/xml/csv etc.
Maxious 284 - http://shancarter.com/data_converter/
Maxious 285
Maxious 286
287 Tabular data may have duplicate entries or incorrect formats (varying ways to enter dates/phonenumbers etc.). There are tools to quickly fix common problems
288
Alex Sadleir 289 [DataWrangler](http://vis.stanford.edu/wrangler/)/[Google Refine](http://code.google.com/p/google-refine/)
290
Maxious 291 [![](img/google_refine_interface.png "google_refine_interface")](img/google_refine_interface.png)Clean up duplicate or inconsistent data entries.
Alex Sadleir 292
293 Can also use general purpose tools; grep/awk/sed
294 regex http://www.regexper.com/ http://www.debuggex.com/?re=&str=
Alex Sadleir 295
296 ## Analysis
297
298 ### Excel / Google Docs
Maxious 299
300 Great basic analysis and viewing. Older versions can be limited to 6500\. or so rows. Eg [http://www.tcij.org/training-material/car/data-mining/3474](http://www.tcij.org/training-material/car/data-mining/3474)
301
Maxious 302 http://training.sunlightfoundation.com/module/data-visualizations-google-docs/
303
304 ### PostgreSQL/MySQL
305
306 [![](img/How-to-participate-in-GovHack_html_209ee972.jpg "SQL screenshot")](img/How-to-participate-in-GovHack_html_209ee972.jpg)Next step up, large datasets can be manipulated/extracted efficiently for example [http://www.postgresql.org/docs/8.4/static/tutorial-window.html](http://www.postgresql.org/docs/8.4/static/tutorial-window.html) , no built-in data visualisation though.
307
308 ### R Statistical Language
309
310 [![](img/rstudio-windows-300x249.png "rstudio-windows")](img/rstudio-windows.png)Advanced data analysis, can find and visualise trends in large datasets. Some reference resources to learn the language [http://cran.r-project.org/doc/manuals/R-intro.html ](http://cran.r-project.org/doc/manuals/R-intro.html)There are also some addons that provide graphical interfaces that make it easier to use such as Rattle [http://rattle.togaware.com/](http://rattle.togaware.com/) , RStudio [http://rstudio.org/](http://rstudio.org/) or Deducer [http://www.deducer.org/pmwiki/pmwiki.php?n=Main.DeducerManual](http://www.deducer.org/pmwiki/pmwiki.php?n=Main.DeducerManual)
311
312 - http://blog.yhathq.com/posts/10-R-packages-I-wish-I-knew-about-earlier.html
313 - excel -> R/rattle/ deducer? http://www.r-bloggers.com/updates-to-the-deducer-family-of-packages/
314 - http://www.twotorials.com/ for R
Maxious 315 - http://www.r-bloggers.com/gradient-word-clouds/ http://www.rstudio.com/shiny/ http://blog.ouseful.info/2012/11/28/quick-shiny-demo-exploring-nhs-winter-sit-rep-data/ https://github.com/timelyportfolio/shiny-d3-plot https://github.com/trestletech/shiny-sandbox/tree/master/grn
316 - http://www.r-bloggers.com/video-simpler-tricks-and-tools-help-debugging-git-latex-and-workflow-with-r-by-prof-rob-hyndman/
317 - http://yihui.name/knitr/ makes reports including google widgets/charts/maps via http://www.r-bloggers.com/googlevis-0-3-2-is-released-better-integration-with-knitr/
318 - http://chartsnthings.tumblr.com/post/36978271916/r-tutorial-simple-charts http://flowingdata.com/2012/12/17/getting-started-with-charts-in-r/
319
Alex Sadleir 320
321 ## Visualisation
Maxious 322
323 ### [Tableau Desktop](http://www.tableausoftware.com/)
Alex Sadleir 324
Maxious 325 Create visualisations from various data formats by dragging and dropping. Free trial available on website. [![](img/Tableau-Screenshot-300x190.jpg "Tableau Screenshot")](img/Tableau-Screenshot.jpg)
326
327 ### [Flotr2](http://www.humblesoftware.com/flotr2/)/[Google Chart Tools](https://developers.google.com/chart/)
328
Alex Sadleir 329 [![](img/How-to-participate-in-GovHack_html_m11006fce-300x199.jpg "flotr2 screenshot")](img/How-to-participate-in-GovHack_html_m11006fce.jpg)Javascript based charts for webpages.
Maxious 330
331 ### D3.js (Data-Driven Documents)
332
333 [![](img/How-to-participate-in-GovHack_html_m90d8020-300x277.jpg "d3 screenshot")](img/How-to-participate-in-GovHack_html_m90d8020.jpg)Javascript visualisations that are more interactive or intricate than charts. Can be hard to learn but there are examples and easier to use premade visualisations such as [word clouds](http://www.jasondavies.com/wordcloud/), [realtime filtering of barcharts](http://square.github.com/crossfilter/), or [bubble trees for comparing amount sizes](https://github.com/okfn/bubbletree).
334 d3
Alex Sadleir 335 - http://datadrivenjournalism.net/resources/data_driven_documents_defined
maxious 336 - http://www.benmcmahen.com/blog/posts/50eb57d55a94d35262000001 d3 svg
Alex Sadleir 337 - d3 tools and tutorial http://enjalot.com/ http://news.ycombinator.com/item?id=4608440
338 - Why d3 is the way it is and how to make charts http://bost.ocks.org/mike/chart/
339 - how to make an xkcd chart http://bl.ocks.org/3914862
Maxious 340
Maxious 341 ### Processing.js
Alex Sadleir 342
343 # Unstructured (Text) Data Tools
344 Most of thw world's dat isn't structured because it is contained in documents (webpages, tweets etc.). Sometimes it is possible to structure it, sometimes there are tools that are better suited it unstructured data.
Maxious 345 ## wrangling
346 Scraperwiki pytemplate scrapy
Alex Sadleir 347 regex
Maxious 348
Alex Sadleir 349 ## analysing
Maxious 350 - opennlp/nltk / https://github.com/clips/pattern
maxious 351 - lucene/solr
Alex Sadleir 352 - http://www.r-bloggers.com/simple-text-mining-with-r/
353 - http://blog.josephwilk.net/ruby/latent-semantic-analysis-in-ruby.html similar terms usually found together
Maxious 354
Alex Sadleir 355 ## visualising
356
357 Overviewer/ Jigsaw
358 http://www.cc.gatech.edu/gvu/ii/jigsaw/
Maxious 359
360 http://www.jasondavies.com/wordtree/
361
Alex Sadleir 362 # Graph (relationships and networks) Data Tools {#graph-relationships-and-networks-data-tools}
Maxious 363
Maxious 364 - http://www.slideshare.net/OReillyStrata/visualizing-networks-beyond-the-hairball
365 - http://blog.sciencenet.cn/blog-554179-622011.html SNA tools catalog
366 - https://github.com/jacomyal/osdc2012-sigmajs-demo sigmajs filtering/searching
Maxious 367
Maxious 368
Maxious 369 ## Analysis
370
371 ### R
Alex Sadleir 372
373 - http://is-r.tumblr.com/post/38240018815/making-prettier-network-graphs-with-sna-and-igraph
Maxious 374
375
Maxious 376 ### Graph Databases
Maxious 377
378 [![](img/webadmin-data-300x127.png "Neo4\. web admin screenshot")](img/webadmin-data.png)Help understand relationships - how is X connected to Y and via what other entities they both are connected to. Imports and exports
Maxious 379
380 - http://www.slideshare.net/maxdemarzi/etl-into-neo4j
381 http://blog.neo4j.org/2013/03/importing-data-into-neo4j-spreadsheet.html
382
383 http://www.orientdb.org/
Alex Sadleir 384
385 http://thinkaurelius.github.com/titan/
386
387 Major graph databases like theese can be accessed using a common tool like Gremlin or by writing a simple Java/Python/Ruby application. Queries can be tested in the built in data browser.
Maxious 388
Alex Sadleir 389
390
391 ### [NetworkX](http://networkx.lanl.gov/index.html)
Maxious 392
393 [![](img/chess_masters-300x300.png "NetworkX")](img/chess_masters.png)
394
Maxious 395 NetworkX is a social network analysis library for python. Many advanced analyses built in like finding communities within a graph. Also good for converting data into graphs.
Maxious 396
397
398 ## Visualisation
399 ### Tree/Hierarchy visualisation
400 Sometimes what you actually have is a tree/hierarchy with no interconnections.
Maxious 401 http://www.randelshofer.ch/treeviz/ http://thejit.org/demos/ http://mbostock.github.com/protovis/ex/treemap.html http://blog.pixelingene.com/2011/07/building-a-tree-diagram-in-d3-js/d3 for Trees and Hierarchies
Maxious 402 http://mbostock.github.com/d3/ex/pack.html http://mbostock.github.com/d3/ex/tree.html
403
Maxious 404 ### NodeXL for Microsoft Excel
405 - http://nodexl.codeplex.com/ network graphs for excel
406
Alex Sadleir 407 ### [Graphviz](http://www.graphviz.org/)
408
409 [![](img/How-to-participate-in-GovHack_html_7579906d-300x184.png "Graphviz Screenshot")](img/How-to-participate-in-GovHack_html_7579906d.png)Classic directed graph visualisation tool, can even [generate images online without installing](http://ashitani.jp/gv/) or use in webpages with [javascript port of software](http://code.google.com/p/canviz/). File format ["dot" very easy to learn](http://en.wikipedia.org/wiki/DOT_language)
410
411 ### Gephi
412
413 [![](img/How-to-participate-in-GovHack_html_74d01d05-300x195.jpg "Gephi Screenshot")](img/How-to-participate-in-GovHack_html_74d01d05.jpg)Desktop graph editor and renderer. Many good automatic layout algorithms even for very large graphs.
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Maxious 415 ### [sigma.js](http://sigmajs.org/)
Alex Sadleir 416
417 [![](img/How-to-participate-in-GovHack_html_m6006eaf3-300x130.jpg "Sigma.js Screenshot")](img/How-to-participate-in-GovHack_html_m6006eaf3.jpg)Javascript graph viewer, can use GEXF files exported from tools like neo4j, gephi and NetworkX.
418