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The special trick that helps identify dodgy stats Using Benford's law, forensic statisticians can spot suspicious patterns in the raw numbers, and estimate the chances figures have been tampered with

The results were fun. Greece – whose economy has tanked – showed the largest and most suspicious deviation from Benford's law of any country in the euro.

ELAN description ELAN is a professional tool for the creation of complex annotations on video and audio resources. With ELAN a user can add an unlimited number of annotations to audio and/or video streams. An annotation can be a sentence, word or gloss, a comment, translation or a description of any feature observed in the media. Annotations can be created on multiple layers, called tiers. Tiers can be hierarchically interconnected. An annotation can either be time-aligned to the media or it can refer to other existing annotations. The textual content of annotations is always in Unicode and the transcription is stored in an XML format. ELAN provides several different views on the annotations, each view is connected and synchronized to the media playhead. Up to 4 video files can be associated with an annotation document. Each video can be integrated in the main document window or displayed in its own resizable window. ELAN delegates media playback to an existing media framework, like Windows Media Player, QuickTime or JMF (Java Media Framework). As a result a wide variety of audio and video formats is supported and high performance media playback can be achieved. ELAN is written in the Java programming language and the sources are available for non-commercial use. It runs on Windows, Mac OS X and Linux.

Using Overview to analyze 4500 pages of documents on security contractors in Iraq by Jonathan Stray on 02/21/2012 0 This post describes how we used a prototype of the Overview software to explore 4,500 pages of incident reports concerning the actions of private security contractors working for the U.S. State Department during the Iraq war. This was the core of the reporting work for our previous post, where we reported the results of that analysis. The promise of a document set like this is that it will give us some idea of the broader picture, beyond the handful of really egregious incidents that have made headlines. To do this, in some way we have to take into account most or all of the documents, not just the small number that might match a particular keyword search.  But at one page per minute, eight hours per day, it would take about 10 days for one person to read all of these documents — to say nothing of taking notes or doing any sort of followup. This is exactly the sort of problem that Overview would like to solve. The reporting was a multi-stage process: Splitting the massive PDFs into individual documents and extracting the text Exploration and subject tagging with the Overview prototype Random sampling to estimate the frequency of certain types of events Followup and comparison with other sources

International Dataset Search View View Source Description:  The TWC International Open Government Dataset Catalog (IOGDC) is a linked data application based on metadata scraped from an increasing number of international dataset catalog websites publishing a rich variety of government data. Metadata extracted from these catalog websites is automatically converted to RDF linked data and re-published via the TWC LOGD SPAQRL endpoint and made available for download. The TWC IOGDC demo site features an efficient, reconfigurable faceted browser with search capabilities offering a compelling demonstration of the value of a common metadata model for open government dataset catalogs. We believe that the vocabulary choices demonstrated by IOGDC highlights the potential for useful linked data applications to be created from open government catalogs and will encourage the adoption of such a standard worldwide. Warning: This demo will crash IE7 and IE8. Contributor: Eric Rozell Contributor: Jinguang Zheng Contributor: Yongmei Shi Live Demo:  http://logd.tw.rpi.edu/demo/international_dataset_catalog_search Notes: This is an experimental demo and some queries may take longer time to response (30 ~60 seconds). Please referesh this page if the demo is not loaded. Our metadata model can be accessed here . Procedure to getting and publishing metadata is described here . The RDF dump of the datasets can be downloaded here. Welcome to S2S! International OGD Catalog Search (searching 736,578 datasets)

March 22, 2012, 10:18 a.m. .newfront-body #content_div-57696 p:first-child img {display: none;}.linkbody p:first-child img {display: none;} Broadcasters don’t want to put campaign ad data online, so ProPublica pitches work-around With volunteers around the country, the news nonprofit is continuing its efforts to figure out what works and what doesn’t when it comes to crowdsourced reporting.