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Data in December: Sharing Data Journalism Love in Tunisia

- January 11, 2016 in Data Blog, Data Expeditions, Data for CSOs

NRGI hosted the event #DataMuseTunisia in collaboration with Data Aurora and School of Data senior fellow Ali Rebaie on the 11th of December 2015 in beautiful Tunis where a group of CSO’s from different NGOs met in the Burge Du Lac Hotel to learn how to craft their datasets and share their stories through creative visuals.

Bahia Halawi, one of the leading women data journalism practitioners in the MENA region and the co-founder at Data Aurora, led this workshop for 3 days. This event featured a group of professionals from different CSO’s. NRGI has been working closely with School of Data for the sake of driving economic development & transparency through data in the extractive industry. Earlier this year NRGI did similar events in Washington, Istanbul, United Kingdom, GhanaTanzania, Uganda and many others. The experience was very unique and the participants were very excited to use the open source tools and follow the data pipeline to end up with interactive stories.

The first day started with an introduction to the world of data driven journalism and storytelling. Later on, participants checked out some of the most interesting stories worldwide before working with different layers of the data pipeline. The technical part challenged the participants to search for data related to their work and then scraping it using google spreadsheets, web extensions and scrapers to automate the data extraction phase. After that, each of the participants used google refine to filter and clean the data sets and  then remove redundancies ending up with useable data formats. The datasets were varied and some of them were placed on interactive maps through CartoDB while some of the participants used datawrapper to interactively visualize them in charts. The workshop also exposed participants to Tabula, empowering them with the ability of transforming documents from pdfs to excel.

Delegates also discussed some of the challenges each of them faces at different locations in Tunisia. It was very interesting to see 12321620_1673319796270332_5440100026922548095_nparticipants share their ideas on how to approach different datasets and how to feed this into an official open data portal that can carry all these datasets together. One of the participants, Aymen Latrach, discussed the problems his team faces when it comes to data transparency about extractives in Tataouine. Other CSO’s like Manel Ben Achour who is a Project Coordinator at I WATCH Organization came already from a technical backgrounds and they were very happy to make use of new tools and techniques while working with their data.

Most of the delegates didn’t come from technical backgrounds however and this was the real challenge. Some of the tools, even when they do not require any coding, mandate the knowledge about some technical terms or ideas. Thus, each phase in the data pipeline started with a theoretical explanatory session to familiarize delegates with the technical concepts that are to be covered. After that, Bahia had to demonstrate the steps and go around the delegates facing any problems to assist them in keeping up with the rest of the group.

It was a little bit messy at the beginning but soon the participants got used to it and started trying out the tools on their own. In reality, trial and error is very crucial to developing the data journalism skills. These skills can never be attained without practice.
Another important finding, according to Bahia who discussed the importance of the learnt skills to the delegate’s community and workplace, is that each of them had his/her own vision about its use. The fact that the CSO’s had a very good work experience allowed them to have unique visions about the deployment of what they have learnt at their workplaces. This, along with the strong belief in the change open data portals can drive in their country are the only triggers to learning more tools and skills and bringing out better visualizations and stories that impact people around.

The data journalism community 3 years ago was still at a very embryonic stage with few practitioners and data initiatives taking place in Africa and Asia. Today, with enthusiastic practitioners and a community like School of Data spreading the love of data and the spirit of change it can make, the data journalism field has very promising expectations. The need for more initiatives and meet ups to develop the skills of CSOs in the extractive industries as well as other fields remains a priority for reaching out for true transparency in every single domain. 

Thank you,

You can connect with Bahia on Twitter @HalawiBahia.

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Data Roundup, 12 March

- March 12, 2014 in Data Roundup

Code – mutednarayan

Tools, Events, Courses

Don’t miss the opportunity to design on of the page of Knowledge is Beautiful, the next book of David McCandless. The challenge is open until March 24 and is also well rewarded with a prize of a total of five thousand dollars.

Ampp3d, the Trinity Mirror-owned data journalism site, launched its own competition too. Aspiring journalists have to develop a mobile-friendly data visualization which will be published on the Ampp3d website. The winner gets a hundred-pound prize.

R is one of the top choices when it comes to programming languages for data visualization. Here you may find a tutorial from Daniel Waisberg on how to display Google Analytics Data with it.

The New York Times is about to reveal Upshot, its new data-driven website based on politics and economics, which will replace Nate Silver’s FiveThirtyEight. Read some updates here.

Data Stories

This week we would like to start by presenting a series of infographics that are detailed as well as interesting.

The funniest one is surely “Twelve world records you can break during your lunch hour”, posted by ChairOffice on

Big tech companies mean big business transactions. Watch this interactive explanation from Simplybusiness on the history of the biggest Tech Giants Acquisitions

Among the others mentioned above, we strongly recommend you see Weather Radials, a poster representing all the climate changes occurring in 35 cities in the world last year, which is also a data visualization masterpiece to admire.

For a deeper understanding of visualization, take a moment to read this article written by Dorie Clark on the Forbes website, which reminds us why “Data Visualization is the Future”.

Data Sources

See how tech enterprises and organizations are spreading across Africa in this map on WomenTechAfrica.

The toolkit of a data addict is growing every day, and sometimes you have to choose the right tool for your own project. Here is a short list from Jerry Vermanen of software and programs that can be used for data extraction, filtering, and visualization.

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