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Data Science

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Data sites, analysis-design tools, researcher work

ODI Guides. EU Open Data Portal. UK Data Service Discover. Data-Planet LibGuides. OECD iLibrary. UK Gov. US Gov. UNESCO Data Centre. ICPSR Web Site. ODESI. New York Times APIs. The Article Search API Search Times articles from 1851 to today, retrieving headlines, abstracts and links to associated multimedia.

New York Times APIs

The Books API. AWS Public Data Sets. A data set containing Google Books n-gram corpora.

AWS Public Data Sets

This data set is freely available on Amazon S3 in a Hadoop friendly file format and is licensed under a Creative Commons Attribution 3.0 Unported License. The original dataset is available from Last Modified: Jan 12, 2015 21:46 PM GMT High resolution climate data to help assess the impacts of climate change primarily on agriculture. These open access datasets of climate projections will help researchers make climate change impact assessments.

Last Modified: Dec 8, 2014 18:49 PM GMT. Caesar0301/awesome-public-datasets. Enigma. DOE Data Explorer. NSF CISE - Big Data. Repositories Showcase. Data Repository List. From Open Access Directory This list is part of the Open Access Directory.

Data Repository List

This is a list of repositories and databases for open data. Please annotate the entries to indicate the hosting organization, scope, licensing, and usage restrictions (if any). If a repository is open in some respects but not others, please include it with an annotation rather than exclude it. If you're not sure whether a given dataset or data collection is open, post your query to Is It Open Data? Archaeology. Cyberinfrastructure for Network Science (CNS) Center, Indiana University. SNAP: Stanford Network Analysis Project. Reproducible Research Model. Wang et al. (2015). Survey of Statistical Methods and Computing for Big Data. Purdue D2C2 - Projects. Scott Brandt S.

Purdue D2C2 - Projects

Brandt (w/ M. Witt and J. Carlson, and others) "Investigating Data Curation Profiles Across Multiple Research Disciplines. " As a result of exploring data needs of researchers in 2006, Witt and Brandt inititated what became an investigation to understand data curation in distributed environments of "small science" (Institute of Museum and Library Services, $421,068, 2007-2010). Jake Carlson. NSSD podcast. CIP » Comparative Interoperability Project. Geoscience Software Stewardship. UMBEL: Upper Mapping and Binding Exchange Layer. A Programmer's Guide to Data Mining. R Journal. RStudio. CRAN. R-esources · Recology, R/etc. Swirl: Learn R, in R. Data Science Specialization. R Programming for Data Science / Roger D. Peng.

Ruby Programming Language. Figshare. Chacon, S. & Straub, B. (2014) Git Quick Reference. OpenRefine. Raw. Kumu - Relational Mapping. TAPoR - Text Analysis Portal for Research. OS Bioinformatics Software. StackOverflow. Circular Genome Data. D3 Gallery. Wiki ▸ Gallery Welcome to the D3 gallery!

D3 Gallery

More examples are available on bl.ocks.org/mbostock. If you want to share an example and don't have your own hosting, consider using Gist and bl.ocks.org. If you want to share or view live examples try runnable.com or vida.io. Visual Index Basic Charts Techniques, Interaction & Animation Maps Statistics Examples Collections The New York Times visualizations Jerome Cukier Jason Davies Jim Vallandingham Institute for Health Metrics and Evaluation Peter Cook Charts and Chart Components Bar Chart Histogram Pareto Chart Line and Area Chart Pie Chart. Visual Complexity.

Visualization and Statistics. AcademyScope. Prefuse. Datavisualization. Health Data Correlation. Mirador Mirador is a tool for visual exploration of complex datasets.

Health Data Correlation

It enables users to discover correlation patterns and derive new hypotheses from the data. Download 1.3 (8 December 2014) Windows Mac OS X Instructions. Linked Data & RDF Multi-level Visualization, Exploration & Analysis. Chartist - Simple responsive charts. You may think that this is just yet an other charting library.

Chartist - Simple responsive charts

But Chartist.js is the product of a community that was disappointed about the abilities provided by other charting libraries. Of course there are hundreds of other great charting libraries but after using them there were always tweaks you would have wished for that were not included. Highly customizable responsive charts Facts about Chartist The following facts should give you an overview why to choose Chartists as your front-end chart generator: Simple handling while using convention over configurationGreat flexibility while using clear separation of concerns (Style with CSS & control with JS)Usage of SVG (Yes!

These projects and wrapper libraries are known to me right now that either use Chartist.js or wrap them into a library for usage in a framework. Cross-browser support Note that CSS3 animations on SVG CSS attributes are not supported on all browsers and the appearance may vary. Resources. These are some representative external resources.

Resources

The list includes tools that complement Graphviz, such as graph generators, postprocessors and interactive viewers. It also includes higher level systems and web sites that rely on Graphviz as a visualization service. You can also find Graphviz-related projects in Google Code. Please send us suggestions for additions to this list with, if possible, a recommendation as to appropriate category for the resource. Graphical Interfaces. IBM Many Eyes. Democratizing visualization Advanced visualization from IBM can help you gain insight from the myriad of data that your company generates.

IBM Many Eyes

You can understand much more about the underlying numbers in your data when you can see them. For your visualization to be effective, you need technology that simplifies the visualization creation process and guidance from visualization specialists who can show you the best format for presenting your data. IBM Many Eyes, a web community that connects visualization experts, practitioners, academics and enthusiasts, offers this technology and expertise, along with ways to share and learn from others.