Relevant Links

Data Journalism Portals

www.theguardian.com/data (Data Store, The Guardian)
www.theguardian.com/news/datablog (Data Blog, The Guardian)
datadesk.latimes.com/ (Los Angeles Times)
blog.zeit.de/open-data/ (Zeit Online, Kai Biermann)
www.zeit.de/datenjournalismus (Zeit Online)
www.nzz.ch/aktuell/data/ (Neue Zürcher Zeitung)
datajournalism.stanford.edu/ (Journalism in the Age of Data. A video report an data visualization as a storytelling medium)
datadrivenjournalism.net/
govwild.org
www.hpi.uni-potsdam.de/meinel/knowledge_tech/blog_intelligence.html
www.blog-intelligence.com
www.hpi.uni-potsdam.de/meinel/knowledge_tech/semantics.html#prior-events-and-activities
www.hpi.uni-potsdam.de/meinel/knowledge_tech/semex.html
www.hpi.uni-potsdam.de/doellner/research.html
www.hpi.uni-potsdam.de/naumann/teaching/bachelorprojekte/vip_20_celebrity_exploration.html
www.hpi.uni-potsdam.de/naumann/kdm_research_group.html
blogs.hbr.org
www.globaleditorsnetwork.org

Tools and Applications

www.infoactive.co/
scikit-learn.org/stable/ Open source tool for machine learning (when applying it for large quantities of data / integrating with Hadoop: mahout.apache.org )
nlp.stanford.edu/downloads/ NLP Software
www.datavizcatalogue.com
www.visualisingdata.com/index.php/resources/
flowingdata.com
d3js.org
plot.ly
gephi.org
knoema.com/
ramnathv.github.io/rCharts
rmaps.github.io
github.com/mages/googleVis
shiny.rstudio.com
quartz.github.io/Chartbuilder/
ev.mysql.com/downloads/
www.qgis.org/en/site/
www.rstudio.com/
cartodb.com
infogr.am/
www.openheatmap.com/
vis.stanford.edu/wrangler/

Training Resources

datasciencemasters.org The Open Source Data Science Masters
developers.google.com/edu/python/
www.freesocialmediacourse.com
www.tableausoftware.com/public/training
www.coursera.org/course/ml Machine learning trainging
www.bigdata-madesimple.com/free-video-tutorials-on-data-mining/ 10 free Data Mining Video Courses
complexdiagrams.com Some solid data visualization input

Data Resources

www.exversion.com/requests
www.kdnuggets.com/datasets/index.html
www.quandl.com"
www.databib.org
www.data.gov
www.linkeddata.org
www.census.gov/compendia/statab/cats/international_statistics.html
www.nrel.gov/gis/data.html
www.reddit.com/r/datasets
www.datahub.io
arcane-coast-3553.herokuapp.com/
www.quora.com/Data/Where-can-I-find-large-datasets-open-to-the-public
snap.stanford.edu/data/
research.stlouisfed.org/fred2/
knoema.com
Scrape this (guide.ethical.org.au/guide/browse/categories)– contains negative and some positive reporting
www.ethicalconsumer.org/buyersguides.aspx Freeaccess for 30-day trial… 12 month access costs about $35 (may want to scrape)
www.corporatecritic.org (Not free - but awesome and can get corporate responsibility data for $25 day-access to do unlimited data dumps)
data.nasa.gov

Website Scrapers

import.io
imagequilts.com

Design Elements

www.freepik.com
www.freeimages.com

Books

Data Analytics Handbook Pt1 (Data Scientists / Data Analysts): s3.amazonaws.com/leada/handbook/Handbook_Pt1.pdf
Data Analytics Handbook Pt2 (CEO's / Managers): leada.s3.amazonaws.com/handbook/Handbook_Pt2.pdf
Data Analytics Handbook Pt3 (Researchers / Academics): leada.s3.amazonaws.com/handbook/Handbook_Pt3.pdf
www.r-statistics.com/2009/10/free-statistics-e-books-for-download
manual.linfiniti.com/LinfinitiQGISTrainingManual-en.pdf
An Introduction toStatistical Learning with Applications in R /www-bcf.usc.edu/~gareth/ISL
The Elements ofStatistical Learning statweb.stanford.edu/~tibs/ElemStatLearn
Mining of MassiveDatasets infolab.stanford.edu/~ullman/mmds.html
Modeling with Data modelingwithdata.org/about_the_book.html
Information Theory,Inference and Learning Algorithms www.inference.phy.cam.ac.uk/mackay/itprnn/book.html
A Course in MachineLearning ciml.info
Bayesian Reasoning and Machine Learning web4.cs.ucl.ac.uk/staff/D.Barber/pmwiki/pmwiki.php?n=Brml.HomePage
Machine Learning – TheComplete Guide www.intechopen.com/books/machine_learning
Machine Learning www.intechopen.com/books/machine_learning
An Introduction to DataScience docs.google.com/file/d/0B6iefdnF22XQeVZDSkxjZ0Z5VUE/edit?pli=1
Data Mining andAnalysis, Fundamental Concepts and Algorithms bywww.dataminingbook.info/pmwiki.php/Main/BookDownload
Think Bayes, BayesianStatistics Made Simple greenteapress.com/thinkbayes/
ProbabilisticProgramming & Bayesian Methods for Hackers camdavidsonpilon.github.io/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers/
A Programmer’s Guide toData Mining guidetodatamining.com

Attachments

PDF 1: M100_YEJ_2014_Participant_Information.pdf
PDF 2: Participant Information II_ 29.8.pdf
PDF 3: Information_Course_YEJ2014.pdf