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Our original Long Reads, written by the best data experts

Best practices

Bring in the machines: AI-powered investigative journalism

Machine learning can help journalists analyse massive datasets and pinpoint misclassifications for their investigative reporting. Monika Sengul Jones explains how through examining a series of case studies from ICIJ to Buzzfeed News, Grist and more.

Covering issues

The power of data storytelling for lifestyle journalism

Data journalism can go beyond hard news. Sabrina Faramarzi explains how journalists can inject data into their fashion, music, consumer, travel and other lifestyle stories.

Sabrina Faramarzi

Case studies

Investigating troubling content on Amazon

A team of researchers, journalists and students collaborated to investigate online conspiracy theories online. This is how they did it.

Best practices

Turbulent with a chance of data: Journalism’s drone-powered futures

Drone journalism isn't just for photojournalists. News organisations can use sensors and mapping technology from UAVs to create a range of data sets for storytelling, explains Monika Sengul-Jones.

Data analysis

Putting data back into context

Data are never neutral ‘givens’, but always situated in a particular context, collected for a particular reason -- and it’s crucial that data journalists understand these.

Data visualisation

The unspoken rules of visualisation

Designers often follow a set of strict conventions when creating visualisations. Kaiser Fung examines the fundamental rules of data visualisation, why they are important, and when it is okay to break them.

Covering issues

Reporting beyond the case numbers: How to brainstorm COVID-19 data story ideas

While many journalists around the world report the daily infection rate and death toll of COVID-19, audiences are seeking other stories that show the impact of the virus on their lives. How can journalists tell those wider stories with data?

Data visualisation

The essential lies in news maps

In order to display three-dimensional world we live in, journalists are forced to distort reality. And every map does so in its own way. Maarten Lambrechts looks at commonly used maps and how to avoid being misled by them.

Data visualisation

The essential lies in news maps

In order to display three-dimensional world we live in, journalists are forced to distort reality. And every map does so in its own way. Maarten Lambrechts looks at commonly used maps and how to avoid being misled by them.

Data analysis

Putting data back into context

Data are never neutral ‘givens’, but always situated in a particular context, collected for a particular reason -- and it’s crucial that data journalists understand these.

Data analysis

Spreadsheets for journalism

Many journalists see themselves as “word people” and shy away from writing about numbers. Brant Houston shows how to embrace math with an overview of spreadsheets and functions for beginners.

Data visualisation

Ethics

Designing data visualisations with empathy

How do you get audience members, much less the journalists presenting a story, to walk a mile in the shoes of a dot? Or a bar chart? P. Kim Bui provides three approaches for achieving empathy in data visualisations.

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Detailed courses and expert interviews for all workflow levels

Quality journalism
Countering hate speech

Julia Mozer

Video course
Fundamental search for journalists

Vincent Ryan

Coding
Python for journalists

Winny de Jong

Best practices
When to hire a data journalist

Winny de Jong

Data analysis
Going Viral Using Social Media Analytics

Stijn Debrouwere

Coding
Python for journalists

Winny de Jong

Covering issues
Doing Journalism with Data: First Steps, Skills and Tools

Paul Bradshaw, Steve Doig, Simon Rogers, Nicolas Kayser-Bril, Alberto Cairo

Video course
Fundamental search for journalists

Vincent Ryan

Data collection
Cleaning Data in Excel

Maarten Lambrechts

Data visualisation
Mapping for Journalists

Maarten Lambrechts

Quality journalism
Countering hate speech

Julia Mozer

Coding
Python for journalists

Winny de Jong

Covering issues
Doing Journalism with Data: First Steps, Skills and Tools

Paul Bradshaw, Steve Doig, Simon Rogers, Nicolas Kayser-Bril, Alberto Cairo

Data visualisation
Charting Tools for the Newsroom

Maarten Lambrechts

Data analysis
Going Viral Using Social Media Analytics

Stijn Debrouwere

Data collection
Cleaning Data in Excel

Maarten Lambrechts

Best practices
When to hire a data journalist

Winny de Jong

Case studies
Verification: The Basics

Craig Silverman, Claire Wardle

Data visualisation
Mapping for Journalists

Maarten Lambrechts

Learn data journalism through the power of community

Join the other 9,000 members to participate in our community, to exchange ideas and stay up-to-date with the latest on data journalism.

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"So grateful for this course. Thanks again!!!"

"I like instad.io It is a free online restyler that converts a chart (Excel/Google Sheets) or, for example, a..."

"Hello, my name is Gloria. Thanks for launching this course :)"

"Fascinating and customizable to different contexts."

"Hello, command 'create' is not working on my macbook plz help"

"Hi everyone. My name is Greg Hall and I'm a Newcastle-based journalist here on the eastern seaboard of Australia...."

"Amazing course! Thank you, Maarten!"

"Thanks, Andrea. After closing full screen mode this menu is invisible"

"This topic is also covered a lot in radio shows on https://emisorasderadioonline.es/"

"Thank you very much. What I love the most from this course is the way Stijn Debrouwere thinks about Analytics and..."

"love it! it's simple, helpful and exciting!"

"I cannot download the excel file!"

"Hi, I'm glad that I can sill join in 2021 :)"

"Thank you, Winny! I've started to get the basics of Python, Jupyter Notebook. Such a good feeling! I've always..."

"In these chart-builder videos some common data presentation mistakes are made. for example the scatter plot in this..."

"Great, this is very insightful and eye opener. Excellent presentations, Thanks Mr. Rogers."

"This is so awesome! Really great professor. He explains everything in very simple manner."

"Hi Winny, your videos are helping me a lot in this new area of coding, in this module in a special way, because..."

"Same here. The version installed is Zurich"

"What an amazing, interesting and useful course. Thank you, Maarten Lambrechts."

"Excellent Martin - learnt a lot - you explain very well. Thank you"

"I'm having a problem: Whenever I try to run the df = pd.read_csv('results.csv') command, I get the error below. I..."

"Great beginning!"

"Hi Vincent. I tried searching for flourish.studio/newsroom but it says the page doesn't exist. Any advice on how to..."

"The biggest problem is, especially in developing countries, that the huge part of civil society is not developed..."

"Hi Winny, I have tried to perform web scraping on two different websites but not successful. The error is "list..."

"Thank you for sharing the list of investigation tools! This is fantastic. As a Canadian living in Montreal, I'm a..."

"Predictive analytics has grown in popularity in the healthcare and medical research communities but perhaps nothing..."

"Dear Erik, thank you for your detailed article, authentic voice, understandable. I am Magda from Greece and i have a..."

"Realizing that Reality is not what we make of it, the job for all human adults is to strive to make things clear..."

"Great Insights about data scraping! They're very helpful. Here is a blog I would love to..."

"Hi Pascal, when I use the fiule you list above my system is very (very) slow. I've filtered on 1944 in the same way..."

"Hi, similar data is found here: https://data.world/datamil/world-war-ii-thor-data. It holds bombings of the entire world"

"Thank you Vincent for this course."

"I watched this course video on VIMEO instead of on-site - will this be ok as course participation? Also, is it..."

"For whoever interested on learning about Chartbuilder please note that Quartz is no longer developing or supporting..."

"Thank you for bringing this to our attention Tiberio. The resources are updated."

"Hi Sir ..i m very very Excited"

"I am Wajahat Ullah from Pakistan. I am student of journalism and Mass communication at AWKUM."

"You make essential points for writers coming to data journalism. (Also, you provide analytic specialist with..."

"I've gained so much insight as a data-journalism enthusiast after reading this article. I'm really looking forward..."

"What a great infographic! I am amazed. I have never saw an infographic, which is colourful and informative about the..."

"For a social bookmarking site, I'd suggest https://tagpacker.com Before delicious.com was retired and became a..."

"Everyblock seems to be run down by new owner Nextdoor"

"What about the countries of the conflicts wars internal like Libya?"

"Thank you Mr. Rogers. I learnt a lot of things. It help me the fact you add a lot of examples and everything is..."

"hier steht gar nicht, wer den Artikel geschrieben hat, er war es: http://www.nickdiakopoulos.com/publications/"

"Thank you for this article - it made me inspired. I'm a synesthete (seeing colours and shapes of touch, music,..."

"Fantastic Newsletter issue. Thanks for providing all this for free."

"Hello, my name is Gloria. Thanks for launching this course :)"

"I'm having a problem: Whenever I try to run the df = pd.read_csv('results.csv') command, I get the error below. I..."

"Thank you, Winny! I've started to get the basics of Python, Jupyter Notebook. Such a good feeling! I've always..."

"Hello, command 'create' is not working on my macbook plz help"

"Hi everyone. My name is Greg Hall and I'm a Newcastle-based journalist here on the eastern seaboard of Australia...."

"Hi, I'm glad that I can sill join in 2021 :)"

"Thanks, Andrea. After closing full screen mode this menu is invisible"

"Hi Winny, I have tried to perform web scraping on two different websites but not successful. The error is "list..."

"Excellent Martin - learnt a lot - you explain very well. Thank you"

"Amazing course! Thank you, Maarten!"

"Hi Winny, your videos are helping me a lot in this new area of coding, in this module in a special way, because..."

"This is so awesome! Really great professor. He explains everything in very simple manner."

"Hi Pascal, when I use the fiule you list above my system is very (very) slow. I've filtered on 1944 in the same way..."

"love it! it's simple, helpful and exciting!"

"Thank you Mr. Rogers. I learnt a lot of things. It help me the fact you add a lot of examples and everything is..."

"Thank you Vincent for this course."

"I watched this course video on VIMEO instead of on-site - will this be ok as course participation? Also, is it..."

"So grateful for this course. Thanks again!!!"

"Same here. The version installed is Zurich"

"Hi, similar data is found here: https://data.world/datamil/world-war-ii-thor-data. It holds bombings of the entire world"

"Thank you for this article - it made me inspired. I'm a synesthete (seeing colours and shapes of touch, music,..."

"Fascinating and customizable to different contexts."

"I've gained so much insight as a data-journalism enthusiast after reading this article. I'm really looking forward..."

"Thank you for bringing this to our attention Tiberio. The resources are updated."

"Thank you very much. What I love the most from this course is the way Stijn Debrouwere thinks about Analytics and..."

"Fantastic Newsletter issue. Thanks for providing all this for free."

"The biggest problem is, especially in developing countries, that the huge part of civil society is not developed..."

"Thank you for sharing the list of investigation tools! This is fantastic. As a Canadian living in Montreal, I'm a..."

"I am Wajahat Ullah from Pakistan. I am student of journalism and Mass communication at AWKUM."

"Great, this is very insightful and eye opener. Excellent presentations, Thanks Mr. Rogers."

"hier steht gar nicht, wer den Artikel geschrieben hat, er war es: http://www.nickdiakopoulos.com/publications/"

"In these chart-builder videos some common data presentation mistakes are made. for example the scatter plot in this..."

"What about the countries of the conflicts wars internal like Libya?"

"Everyblock seems to be run down by new owner Nextdoor"

"For a social bookmarking site, I'd suggest https://tagpacker.com Before delicious.com was retired and became a..."

"What a great infographic! I am amazed. I have never saw an infographic, which is colourful and informative about the..."

"Great beginning!"

"You make essential points for writers coming to data journalism. (Also, you provide analytic specialist with..."

"Hi Vincent. I tried searching for flourish.studio/newsroom but it says the page doesn't exist. Any advice on how to..."

"Hi Sir ..i m very very Excited"

"Predictive analytics has grown in popularity in the healthcare and medical research communities but perhaps nothing..."

"For whoever interested on learning about Chartbuilder please note that Quartz is no longer developing or supporting..."

"This topic is also covered a lot in radio shows on https://emisorasderadioonline.es/"

"What an amazing, interesting and useful course. Thank you, Maarten Lambrechts."

"I like instad.io It is a free online restyler that converts a chart (Excel/Google Sheets) or, for example, a..."

"I cannot download the excel file!"

"Great Insights about data scraping! They're very helpful. Here is a blog I would love to..."

"Realizing that Reality is not what we make of it, the job for all human adults is to strive to make things clear..."

"Dear Erik, thank you for your detailed article, authentic voice, understandable. I am Magda from Greece and i have a..."

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