Another Word For It Patrick Durusau on Topic Maps and Semantic Diversity

July 8, 2015

The Mote in Your Neighbor’s Eye

Filed under: Journalism,News,Reporting — Patrick Durusau @ 2:42 pm

The Washington Post featured this headline recently: Russia is seeing conspiracies in Armenia where none exist.

So, given the past decade of false terror warnings from the FBI and the Department of Homeland Security, as reported by Adam Johnson in FBI and Media Still Addicted to Ginning Up Terrorist Hysteria – But They Have Never Been Right, why hasn’t the Washington Post ran the headline:

USA is seeing terrorists where none exist

How does that go? Maybe the Washington Post should take the plank out of its eye so it can see more clearly the world around it.

PS: Will there be a terrorist attack in the United States someday? Sure, but warning about them for hundreds if not thousands of days in between demonstrates a lack of good judgement.

July 6, 2015

Twelve Tips for Getting Started With Data Journalism

Filed under: Journalism,News,Reporting — Patrick Durusau @ 8:24 pm

Twelve Tips for Getting Started With Data Journalism by Nils Mulvad and Helena Bengtsson.

No mention of Python or R, no instructions for No-SQL or SQL databases, no data cleaning exercises, and yet probably the best advice you will find for data journalism (or data science for that matter).

The essential insight of these twelve tips are that the meaning of the data, which implies answering “why does this matter?,” is the task of data journalism/science.

Anyone with sufficient help can generate graphs, produce charts, apply statistical techniques to data sets, but if it is all just technique, no one is going to care.

The twelve tips offered here are good for a daily read with your morning coffee!

Highly recommended!

Our Uncritical National Media

Filed under: Journalism,News,Reporting — Patrick Durusau @ 2:38 pm

FBI and Media Still Addicted to Ginning Up Terrorist Hysteria – But They Have Never Been Right by Adam Johnson is a stunning indictment of our national media as “uncritical” of goverment terrorist warnings.

I say “uncritical” because despite forty (40) false terrorist warning in a row, there has been no, repeat no terrorist attack in the United States related to those warnings. Not one.

The national media, say the New York Times of my youth, would have “broke” the news of a terrorist warning, but then it would have sought information to verify that warning. That is why is the government issuing a warning today and not yesterday, or next week?

Failing to find such evidence, which it would have in the past forty (40) cases, it would have pressed, investigated and mocked the government until its thin tissue of lies were plain for all to see.

How many times does a government source have to misrepresent facts before your report starts with:

Just in from the habitual liars at the Department of Homeland Security…

and includes a back story on how the Department of Homeland Security has never been right on one of its warnings, nor has its Transportation Safety Administration (TSA) ever caught a terrorist.

Instead, as Adam reports, this is what we get:

On Monday, several mainstream media outlets repeated the latest press release by the FBI that country was under a new “heightened terror alert” from “ISIL-inspired attacks” “leading up to the July 4th weekend.” One of the more sensational outlets, CNN, led with the breathless warning on several of its cable programs, complete with a special report by The Lead’s Jim Sciutto in primetime:

The threat was given extra credence when former CIA director—and consultant at DC PR firm Beacon Global Strategies—Michael Morell went on CBS This Morning (6/29/15) and scared the ever-living bejesus out of everyone by saying he “wouldn’t be surprised if we were sitting [in the studio] next week discussing an attack on the US.” The first piece of evidence Morell used to justify his apocalyptic posture, the “50 ISIS arrests,” was accompanied by a scary map on the CBS jumbotron showing “ISIS arrests” all throughout the US:

But one key detail is missing from this graphic: None of these “ISIS arrests” involved any actual members of ISIS, only members of the FBI—and their network of informants—posing as such. (The one exception being the man arrested in Arizona, who, while having no contact with ISIS, was also not prompted by the FBI.) So even if one thinks the threat of “lone wolf” attacks is a serious one, it cannot be said these are really “ISIS arrests.” Perhaps on some meta-level, it shows an increase of “radicalization,” but it’s impossible to distinguish between this and simply more aggressive sting operations by the FBI.

I would think that competent, enterprising reporters could have ferreted out all the material that Adam mentions in his post. They could have make the case for the groundless nature of the 4th of July security warning.

But no member of the national media did.

In the aftermath of yet another bogus terror warning, the national media should say why it dons pom-poms to promote every terror alert from the FBI or DHS, instead of serving the public’s interest with critical investigation of alleged terror threats.

July 4, 2015

Islamic State (use the correct name)

Filed under: Journalism,News,Reporting — Patrick Durusau @ 8:37 am

Hall: BBC will not call IS ‘Daesh’

From the post:

According to The Times, the director general has said that the broadcaster will not adopt the name ‘Daesh’ in place of IS as it was a ‘pejorative’ label used by enemies of the group, including Assad supporters in Syria.

Use of the name could be interpreted as support for those enemies, thereby damaging the BBC’s impartiality, the DG reasoned in his response to an open letter from 120 cross-party MPs.

In an age when media outlets self-censor themselves at the hint of government displeasure, Tony Hall‘s stand is a refreshing one.

The group calls itself, Islamic State and who better to know their name?

Reporters, bloggers and anyone who cares about non-partisan reporting (note, I did not say objective) should use the name, Islamic State in English language publications.

Feel free to use other terms, such as extremist, militant, terrorist, so long as you apply them equally to everyone. If you label one attack on a social gathering as a “terrorist attack,” then all attacks on social gatherings should be terrorist attacks. A car bomb is just as indiscriminate as a cruise missile or “smart” bomb.

Suggestion: Reporting on the Islamic State would be more balanced, if the Islamic State assisted journalists in seeing the results of attacks against it. It is hard for a Western public to understand civilians casualties other than through the lens of Western media.

July 3, 2015

The Best of SRCCON

Filed under: Journalism,News,Reporting — Patrick Durusau @ 4:05 pm

Here are the best links, resources, and roundups from SRCCON, the conference for journalism code by Laura Hazard Owen.

From the post:

Business casual, bad coffee, dry prewritten speeches, and an 8 a.m. start with no time between sessions — these things are familiar to anyone who’s ever been to a conference. SRCCON (pronounced “Source-Con”), organized by Knight-Mozilla OpenNews and held over two days last week in Minneapolis, aims to avoid the bad conference stereotypes and offer, instead, interactive discussions about “the challenges that news technology and data teams encounter every day.”

There was an NPR-sponsored coffee station run by Manual Coffeemaker No. 1’s Craighton Berman, handcrafting individual cups of pour-over. There was on-site, full-day childcare included in the price of admission. There was local beer, non-alcoholic beer, halal meals for Ramadan, and unisex bathrooms. (There is a flip side to all this inclusiveness: SRCCON’s celebration of nerdery can feel as intimidating at first as the celebration of any other group identity that you don’t totally identify with.) The start time was 10 a.m. the first day and 11 a.m. the second. And with over 50 sessions, the conference’s 220 attendees discussed topics from ad viewability and machine learning to journalist burnout and remote work.

If that sounds cool to you, you are really going to like the collection of links to notes, slides and other resources that Laura has collected for SRCCON 2015.

Not to mention having you looking forward to SRCCON 2016, while you are developing your abilities with source code.

July 1, 2015

One Million Contributors to the Huffington Post

Filed under: Indexing,Journalism,News,Reporting,Searching — Patrick Durusau @ 2:53 pm

Arianna Huffington’s next million mark by Ken Doctor.

From the post:

Before the end of this year, HuffPost will release new tech and a new app, opening the floodgates for contributors. The goal: Add 900,000 contributors to Huffington Post’s 100,000 current ones. Yes, one million in total.

How fast would Arianna like that to get that number?

“One day,” she joked, as we discussed her latest project, code-named Donatello for the Renaissance sculptor. Lots of people got to be Huffington Post contributors through Arianna Huffington. They’d meet her at book signing, send an email and find themselves hooked up. “It’s one of my favorite things,” she told me Thursday. Now, though, that kind of retail recruitment may be a vestige.

“It’s been an essential part of our DNA,” she said, talking about the user contributions that once seemed to outnumber the A.P. stories and smaller original news staff’s work. “We’ve always been a hybrid platform,” a mix of pros and contributors.

So what enables the new strategy? Technology, naturally.

HuffPost’s new content management system is now being extended to work as a self-publishing platform as well. It will allow contributors to post directly from their smartphones, and add in video. Behind the scenes, a streamlined approval system is intended to reduce human (editor) intervention. Get approved once, then publish away, “while preserving the quality,” Huffington added.

Adding another 900,000 contributors to the Huffington Post is going to bump their content production substantially.

So, here’s the question: Searching the Huffington Post site is as bad as most other media sites. What is adding content from another 900,000 contributors going to do for that experience? Get worse? That’s my first bet.

On the other hand, what if authors can unknowingly create topic maps? For example, auto-tagging offers Wikipedia links (one or more) for an entity in a story, for relationships, a drop down menu with roles for the major relationship types (slept-with being available for inside the Beltway), with auto-generated relationships to the author, events mentioned, other content at the Huffington Post.

Don’t solve the indexing/search problem after the fact, create smarter data up front. Promote the content with better tagging and relationships. With 1 million unpaid contributors trying to get their contributions noticed, a win-win situation.

June 29, 2015

BBC News Labs (and other news labs)

Filed under: Journalism,News,Reporting — Patrick Durusau @ 10:47 am

BBC News Labs

I saw a tweet from the BBC News Labs saying:

We were News labs before it was cool.

cc @googlenewslab

Which was followed by this lively exchange:

bbc-labs

From the about page:

This Jekyll-powered blog is pitched at interested Journalists, Technologists and Hacker Journalists, and provides regular updates on News Labs' activities.

We hope it will open new opportunities for collaborative work, by attracting attention from like-minded people in this space.

You can still find our major updates pitched at a broader audience here on the BBC Internet Blog.

About BBC News Labs

BBC News Labs is an incubator powered by BBC Connected Studio, and is charged with driving innovation for BBC News.

Our M.O.

We work as a multi-discipline incubator, exploring scalable opportunities at the intersection of:

  1. Journalism
  2. Technology
  3. Data

Our goals

  1. Harness BBC talent & creativity to drive Innovation
  2. Open new opportunities for Story-driven Journalism
  3. Support Innovation Transfer into Production
  4. Drive open standards through News Industry collaboration
  5. Raise BBC News’ Profile as an Innovator

You can find out more on the BBC News Labs corporate website here

Get in touch

We'd be delighted to hear from you or to see if you can contribute to one of our projects. Give us a shout at:

News Labs Links

For your Twitter following pleasure, news labs mentioned in this post:

@BBC_News_Labs

@dpa_newslab

@DroneJLab

@FTLabs

@googlenewslab

@knightlab

Other news labs that should be added to this list?

PS: I would include @Journalism2ls. – Journalism Tools in a more general list.


Update: @NeimanLab: Nieman Journalism Lab at Harvard.

June 28, 2015

The Week’s Most Popular Data Journalism Links [June 22nd]

Filed under: Journalism,News,Reporting,Visualization — Patrick Durusau @ 2:49 pm

Top Ten #ddj: The Week’s Most Popular Data Journalism Links by GIJN Staff and Connected Action.

From the post:

What’s the data-driven journalism crowd tweeting? Here are the Top Ten links for Jun 11-18: mapping global tax evasion (@grandjeanmartin), vote for best data journalism site (@GENinnovate); data viz examples (@visualoop, @OKFN), data retention (@Frontal21) and more.

A number of compelling visualizations and in particular: SwissLeaks: the map of the globalized tax evasion. Imaginative visualization of countries but not with the typical global map.

A great first step but I don’t find country level visualizations (or agency level accountability) all that compelling. There is $X amount of tax avoidance in country Y but that lacks the impact of naming the people who are evading the taxes, perhaps along with a photo for the society pages and their current location.

BTW, you should start following #ddj on Twitter.

June 20, 2015

Introducing the Witness Media Lab

Filed under: Journalism,News,Reporting — Patrick Durusau @ 4:34 pm

Introducing the Witness Media Lab

From the webpage:

We are pleased to announce our newest initiative: the WITNESS Media Lab. The project is dedicated to unleashing the potential of eyewitness video as a powerful tool to report, monitor, and advocate for human rights.

In collaboration with the News Lab at Google, and continuing the work of its predecessor, the Human Rights Channel on YouTube, the WITNESS Media Lab will address the challenges of finding, verifying, and contextualizing eyewitness videos for the purpose of creating lasting change.

The WITNESS Media Lab will focus on one issue for a few months at a time, using new tools, strategies and platforms for research, verification and contextualization of citizen video. We will share analysis and resources publicly online via case studies, blog articles, multimedia presentations and through in-person convenings with peers. The first project will look at several cases of eyewitness video of police violence in the United States.

“We’re incredibly encouraged by the growing capacity of people everywhere to capture video of human rights abuses in their communities. We’re also aware of the critical need for skills to harness the potential of those videos, in order to turn them into tools for justice,” said Madeleine Bair, Program Manager for the WITNESS Media Lab.

Drawing on more than two decades of supporting people to use video for human rights advocacy, the WITNESS Media Lab will leverage the organization’s in-house expertise as well as that of our extensive peer networks in the fields of advocacy, technology, and journalism. Together with them, the WITNESS Media Lab will seek to develop solutions to ensure that footage taken by average citizens can impact some of the world’s most pressing and persistent injustices.

“Videos depicting human rights abuses on YouTube can be an incredibly powerful tool to expose injustice, but context is critical to ensuring they have maximum impact,” said Steve Grove of the News Lab at Google. “We’re thrilled that WITNESS is bringing their deep expertise to this space in the WITNESS Media Lab, and we are honored to be partnering with them.”

For more details visit us at WITNESS Media Lab website and follow us @WITNESS_Lab. And YouTube published an announcement today detailing their support of the WITNESS Media Lab and a two other projects focused on the power of citizen video.

Press inquiries and requests for interviews should be directed to Matisse Bustos-Hawkes at WITNESS via our press kit or on Twitter @matissebh.

If “What Witness Learned in Our Three Years Curating Human Rights Videos on Youtube,” is indicative of the work to expect from the Witness Media Lab, the Lab will be a welcome resource.

The “What Witness Learned..” is a quick introduction to some principal issues surrounding videos, such as “Verification is a Spectrum,” “Context is Key,” “New Platforms for Sharing Videos,” and, “Persistent Challenges (language, vicarious trauma, impact).”

Not in depth coverage of any of those issues but enough to give would be creators of eyewitness videos or those seeking to distribute or use them pause for reflection.

Don’t miss the Witness Resources page! A treasure trove of videos, training materials, an archive of 4,000 hours of videos from human rights defenders and other materials.

Remember that the authenticity of the image of Phan Thi Kim Phuc was questioned by then President Nixon and the New York Times published it after cropping out the media reporter on the right. To avoid showing reporters ignoring young girls burned by napalm?

250px-TrangBang

Every image tells a story. What story will yours tell?

June 17, 2015

A Roundup of Tips & Tools from IRE 2015

Filed under: Journalism,News,Reporting — Patrick Durusau @ 2:11 pm

A Roundup of Tips & Tools from IRE 2015 by Gary Price.

Gary summarizes six (6) tools that were discussed at #IRE15.

Yes, I saw this at the Global Investigative Journalism Network (GIJN). The same folks who have called for sponsoring a Muckraker.

What more endorsement does anyone need?

You need to follow Gary’s column for future updates. Some of it you will already know but as investigative reporters and editors build and share resources, there will be new to you material as well.

Enjoy!



Sponsor a Muckraker:

Filed under: Journalism,News,Reporting — Patrick Durusau @ 11:03 am

Sponsor a Muckraker: Help Us Send Journalists to Lillehammer.

From the post:

Here’s your chance to support the global spread of investigative journalism. We need your help to sponsor dozens of journalists from developing and transitioning countries to come to the Global Investigative Journalism Conference in Norway this October 8-11.

Held once every two years, the GIJC is a giant training and networking event. At over 150 sessions, the world’s best journalists teach state-of-the-art investigative techniques, data analysis, cross-border reporting, online research, protecting sources, and more to reporters from some of the toughest media environments in the world.

We know from past conferences that our attendees return home to do groundbreaking investigations into corruption and abuse of power, launch investigative teams and non-profit centers, and help spread investigative reporting to where it is needed most.

We’ve been overwhelmed with requests to attend. GIJN and its co-host, Norway’s SKUP, have received 500 requests from more than 90 countries, and we can’t help them all. Please give what you can.

We will direct 100% of your gift to bring these journalists to GIJC15. Contributors will be publicly thanked (if they desire) on the GIJC15 conference page and social media. (Americans — your donation is fully tax deductible.)

Just click on the DONATE button, make a contribution, and write GIJC15 in the Special Instructions box. And thank you!

I don’t normally re-broadcast donation calls but the Global Investigative Journalism Conference transcends just be a good cause, public spirited, etc. sort of venture.

Think of it this way, governments, enterprises, businesses and their familiars, despite shortages, embargoes, famines, and natural disasters, all are suspiciously well fed and comfortable. Aren’t you the least bit curious why it seems to always work out that way? I am. Help sponsor a muckraker today!

June 13, 2015

Tipsheets & Links from 2015 IRE

Filed under: Journalism,News,Reporting — Patrick Durusau @ 3:30 pm

Tipsheets & Links from 2015 IRE

Program listing from the recent Investigative Reporters and Editors (IRE) conference, annotated with tipsheets and links.

I don’t find the format, “Tipsheet from speaker (name)” all that useful. I’m sure that is because I don’t recognize the usual haunts of each author but I suspect that is true for many others.

Anyone working on a subject index to the tipsheets?

June 10, 2015

Apply Today To Become A 2016 Knight-Mozilla Fellow!

Filed under: Journalism,News,Reporting — Patrick Durusau @ 7:48 pm

Apply Today To Become A 2016 Knight-Mozilla Fellow! by Dan Sinker.

From the post:

Today we kick off our fifth search for Knight-Mozilla Fellows. It’s been a remarkably fast five years filled with some of the most remarkable, talented, and inspiring people we’ve had the pleasure of getting to know. And now you (yes you!) can join them by applying to become a 2016 Knight-Mozilla Fellow today.

Knight-Mozilla Fellows spend ten months building, experimenting, and collaborating at the intersection of journalism and the open web. Our fellows have worked on projects that liberate data from inside PDFs, stitch together satellite imagery to demonstrate the erosion of coastline in Louisiana, help journalists understand the security implications of their work, improve our understanding of site metrics, and much much more.

We want our fellows to spend time tackling real-world problems, and so for the last five years we have embedded our fellows in some of the best newsrooms in the world. For 2016 we have an amazing lineup of fellowship hosts once again: the Los Angeles Times Data Desk, NPR, Vox Media, Frontline, Correct!v, and The Coral Project (a collaboration between the New York Times, the Washington Post, and Mozilla).

Our fellows are given the freedom to try new things, follow their passions, and write open-source code that helps to drive journalism (and the web) forward. Over the course of the next two and a half months you’ll be hearing a lot more from us about the many exciting opportunities a Knight-Mozilla Fellowship brings, the impact journalism code has had on the web, and why you (yes you!) should apply to become a 2016 Knight-Mozilla Fellow. Or, you can just apply now.

A bit mainstream for my taste but there has to be a mainstream to give the rest of us something to rebel against. 😉

Can’t argue with the experience you can gain and the street cred that goes along with it. Not to mention having your name on cutting edge work.

Give it serious consideration and pass word of the opportunity along.

June 8, 2015

Reporters Need To Learn Basic Data Skills [and skepticism]

Filed under: Journalism,News,Reporting — Patrick Durusau @ 10:42 am

It’s Time For Every Journalist To Learn Basic Data Skills by Marta Kang.

From the post:

First came the web. Then came social media. Now journalists face a new challenge on the horizon: big data.

It used to be that data journalism lived in a corner of the newsroom, in the care of investigative or business reporters. But in recent years, big data has amassed at such a rate that it can no longer be the responsibility of a few.

Numbers, Numbers On Every Beat

In 2013, IBM researchers found that 90 percent of the world’s data had been created in the previous two years. We’d suddenly gained a quantitative understanding of our world! This new knowledge base empowers us to predict the spread of disease, analyze years of government spending, and even understand how an extra cup of coffee might affect one’s sleep quality. We’ve essentially gained countless new perspectives — bird’s-eye views, granular views, inward views of ourselves — as long as we know how to make sense of the numbers.

Many news outlets have already taken to using data to drive a range of stories, from the profound to the surprising. ProPublica and NPR calculated how much limbs are worth in each state to highlight the dramatic disparity in workers’ comp benefits across the U.S. The Washington Post analyzed 30 years of groundhog forecasts and found that “a groundhog is just a groundhog,” and not a weatherman, alas.

Still, conversations about data-driven journalism have mostly focused on large-scale projects by industry powerhouses and new outlets like FiveThirtyEight and Vox.

But the job shouldn’t be left to big newsrooms with dedicated teams. In this era of big data, every journalist must master basic data skills to make use of all sources available to them.

“There’s so much data available now, and there’s basically data on every single beat, and you have reporters getting spreadsheets all the time,” Chad Skelton, a data journalist with The Vancouver Sun, told me.

I am very sympathetic to Martha’s agenda of motivating journalists to learn basic data skills. Reporters can hardly work in the public interest if they have to accept untested claims about data from one source or another. They need to skills to not only use data but to question data when a story sounds too good to be true.

For example, when the news broke about the data breach at the U.S. Office of Personnel Management (OPM), how many reports headlined that the Inspector General for the OPM had requested at least two of their computer systems be shut down because they “could potentially have national security implications?” U.S. Was Warned of System Open to Cyberattacks

Oh, yes, that was the zero (0) number, the empty set, nil.

Several days after the drum beat that China was responsible for the breach, with no evidence proffered to support that accusation, the full brokenness of the OPM systems is coming to light.

Not that reporters have to have every detail on the first report, but finding an Inspector General’s report on security (obviously relevant to a data breach story) isn’t an exercise in data sleuthing.

Knowing how broken the systems were reported to be by the OPM’s own Inspector General, increases the range of suspects to high school hackers, college CS students, professional hackers, other nation states, and everyone in between.

The nearest physical analogy I can think of would be to have a pallet of $100 bills in the middle of Times Square and when a majority of those go missing, inventing a security fantasy that only a bank could steal money in those quantities.

Anybody with a computer could have broken into OPM systems and it is disingenuous to posture and pretend otherwise.

Let’s teach journalist basic data skills but let’s also teach them to not repeat gibberish from government spokespersons. In many cases it isn’t news even if they say it. In the case of data breaches, it is more often than not noise.

June 4, 2015

Resources for Journalists (GIJN)

Filed under: Journalism,News,Reporting — Patrick Durusau @ 9:22 am

Resources for Journalists – Global Investigative Journalism Network

I have referenced specific posts and resources at the Global Investigative Journalism Network (GIJN) before but their resources page merits separate mention.

I am more familiar with their Data Journalism Resources and Data Journalism Toolkit but they have advice on everything from Archiving Your Work to Covering Street Protests.

I’m not sure if I can paste the Paypal link so see their Sponsors and Supporters page to donate to support their work.

June 1, 2015

Portfolio of the Week – Josemi Benítez

Filed under: Graphics,Journalism,Visualization — Patrick Durusau @ 2:50 pm

Portfolio of the Week – Josemi Benítez by Tiago Veloso.

From the post:

It’s an indisputable fact that Spain has produced some of the most inspiring visual journalists of the last two decades, and we are quite happy to present you today the work of another one of those talented designers: Josemi Benítez, who has been responsible for the graphics section of the newspaper El Correo (Bilbao) for seven years.

Josemi began in the world of storytelling through images and texts working as a freelance artist for several advertising agencies, while getting degrees in Journalism and Advertising at the Universidad del País Vasco. In 1999 he began working as a Web designer in the Bilbao newspaper, helping to create elcorreo.com.

In 2002, Josemi returned to the paper version of the newspaper, coinciding with a key moment of the graphic evolution of the El Correo. Infographics gained space and a new style of graphics was buzzing. Since then, his work has been awarded a number of times by the Society for News Design and Malofiej News Design awards. In addition to his work at El Correo, he also taught infographic design at the University of Navarra and the Master in Multimedia El Correo-UPV / EHU.

Here are the works Josemi sent us:

I hesitate to call the examples infographics because they are more nearly works of communicative art. Select several for full size viewing and see if you agree.

Time spent with these images to incorporate these techniques in your own work would be time well spent.

May 31, 2015

20 tools and resources every journalist should experiment with

Filed under: Cryptography,Journalism,News,Reporting — Patrick Durusau @ 9:20 am

20 tools and resources every journalist should experiment with by Alastair Reid.

From the post:

Tools have always come from the need to carry out a specific task more effectively. It’s one of the main differences between human beings and the rest of the animal kingdom. We may still be slaves to the same old evolutionary urges but we sure know how to eat noodles in style.

In journalism, an abstract tool for uncovering the most interesting and insightful information about society, we can generally boil the workflow down to four stages: finding, reporting, producing and distributing stories.

So with that in mind, here are a range of tools which will – hopefully – help you carry out your journalism tasks more effectively.

The resources range from advanced Google and Twitter searching to odder items and even practical advice:


Funny story: Glenn Greenwald received an anonymous email in early 2013 from a source wishing to discuss a potential tip, but only if communications were encrypted. Greenwald didn’t have encryption. The source emailed a step-by-step video with instructions to install encryption software. Greenwald ignored it.

The same source, a now slightly frustrated Edward Snowden, contacted film-maker Laura Poitras about the stack of NSA files burning a hole in his hard drive. Poitras persuaded Greenwald that he might want to listen, and the resulting revelations of government surveillance is arguably the story of the decade so far.

The lesson? Learn how to encrypt your email. Mailvelope is a good option with a worthwhile tutorial for PGP encryption, the same as the NSA use, and Knight Fellow Christopher Guess has a great step-by-step guide for setting it up.

In addition to the supporting encryption advice, the other lesson is that major stories can break from new sources.

Oh, the post also mentions:

Unfortunately for reporters, one of the internet’s favourite pastimes is making up rumours and faking photos.

Sounds like a normal function of government to me.

Many journalists have reported something along the lines of:

Iraq’s Defense Ministry said Wednesday an airstrike by the U.S.-led coalition killed a senior Islamic State commander and others near the extremist-held city of Mosul, though the country’s Interior Ministry later said it wasn’t clear if he even was wounded.

The Defense Ministry said the strike killed Abu Alaa al-Afari and others who were in a meeting inside a mosque in the northern city of Tal Afar, 72 kilometers (45 miles) west of Mosul. Senior ISIS Commander Alaa Al-Afari Killed In U.S. Airstrike: Iraqi Officials

rather than:

A communique from the Iraq Defense Ministry claimed credit for killing a senior Islamic State commander and others near the city of Mosul last Wednesday.

The attack focused on a mosque inside the northern city of Tal Afar, 72 kilometers (45 miles) west of Mosul. How many people were inside the mosque at the time of this cowardly attack, along with Abu Alaa al-Afari, is unknown.

Same “facts,” but a very different view of them. I mention this because an independent press or even one that wants to pretend at independence, should not be cheerfully reporting government propaganda.

May 24, 2015

Global Investigative Journalism Conference (Lillehammer, October 8th-11th 2015)

Filed under: Conferences,Journalism,News,Reporting — Patrick Durusau @ 1:14 pm

Global Investigative Journalism Conference (Lillehammer, October 8th-11th 2015)

From the news page:

This year’s global event for muckrakers is approaching! Today we’re pleased to reveal the first glimpse of the program for the 9th Global Investigative Journalism Conference — #GIJC15 — in Lillehammer, Norway.

First in line are the data tracks. We have 56 sessions dedicated to data-driven journalism already confirmed, and there is more to come.

Three of the four data tracks will be hands-on, while a fourth will be showcases. In addition to that, the local organizing committee has planned a Data Pub.

The heavy security and scraping stuff will be in a special room, with three days devoted to security issues and webscraping with Python. The attendees will be introduced to how to encrypt emails, their own laptop and USB-sticks. They will also be trained to install security apps for text and voice. For those who think Python is too difficult, import.io is an option.

For the showcases, we hope the audience will appreciate demonstrations from some of the authors behind the Verification Handbook, on advanced internet search techniques and using social media in research. There will be sessions on how to track financial crime, and the journalists behind LuxLeaks and SwissLeaks will conduct different sessions.

BTW, you can become a sponsor for the conference:

Interested in helping sponsor the GIJC? Here’s a chance to reach and support the “special forces” of journalism around the world – the reporters, editors, producers and programmers on the front lines of battling crime, corruption, abuse of trust, and lack of accountability. You’ll join major media organizations, leading technology companies, and influential foundations. Contact us at hello@gijn.org.

Opposing “crime, corruption, abuse of trust, and lack of accountability?” There are easier ways to make a living but few are as satisfying.

PS: Looks like a good venue for discussing how topic maps could integrate resources from different sources or researchers.

May 20, 2015

Math for Journalists Made Easy:…

Filed under: Journalism,News,Reporting,Statistics — Patrick Durusau @ 4:33 pm

Math for Journalists Made Easy: Understanding and Using Numbers and Statistics – Sign up now for new MOOC

From the post:

Journalists who squirm at the thought of data calculation, analysis and statistics can arm themselves with new reporting tools during the new Massive Open Online Course (MOOC) from the Knight Center for Journalism in the Americas: “Math for Journalists Made Easy: Understanding and Using Numbers and Statistics” will be taught from June 1 to 28, 2015.

Click here to sign up and to learn more about this free online course.

“Math is crucial to things we do every day. From covering budgets to covering crime, we need to understand numbers and statistics,” said course instructor Jennifer LaFleur, senior editor for data journalism for the Center for Investigative Reporting, one of the instructors of the MOOC.

Two other instructors will be teaching this MOOC: Brant Houston, a veteran investigative journalist who is a professor and the Knight Chair in Journalism at the University of Illinois; and freelance journalists Greg Ferenstein, who specializes in the use of numbers and statistics in news stories.

The three instructors will teach journalists “how to be critical about numbers, statistics and research and to avoid being improperly swayed by biased researchers.” The course will also prepare journalists to relay numbers and statistics in ways that are easy for the average reader to understand.

“It is true that many of us became journalists because sometime in our lives we wanted to escape from mathematics, but it is also true that it has never been so important for journalists to overcome any fear or intimidation to learn about numbers and statistics,” said professor Rosental Alves, founder and director of the Knight Center. “There is no way to escape from math anymore, as we are nowadays surrounded by data and we need at least some basic knowledge and tools to understand the numbers.”

The MOOC will be taught over a period of four weeks, from June 1 to 28. Each week focuses on a particular topic taught by a different instructor. The lessons feature video lectures and are accompanied by readings, quizzes and discussion forums.

This looks excellent.

I will be looking forward to very tough questions of government and corporate statistical reports from anyone who takes this course.

A Call for Collaboration: Data Mining in Cross-Border Investigations

Filed under: Journalism,Knowledge Management,News,Reporting — Patrick Durusau @ 4:12 pm

A Call for Collaboration: Data Mining in Cross-Border Investigations by Jonathan Stray and Drew Sullivan.

From the post:

Over the past few years we have seen the huge potential of data and document mining in investigative journalism. Tech savvy networks of journalists such as the Organized Crime and Corruption Reporting Project (OCCRP) and the International Consortium of Investigative Journalists (ICIJ) have teamed together for astounding cross-border investigations, such as OCCRP’s work on money laundering or ICIJ’s offshore leak projects. OCCRP has even incubated its own tools, such as VIS, Investigative Dashboard and Overview.

But we need to do better. There is enormous duplication and missed opportunity in investigative journalism software. Many small grants for technology development have led to many new tools, but very few have become widely used. For example, there are now over 70 tools just for social network analysis. There are other tools for other types of analysis, document handling, data cleaning, and on and on. Most of these are open source, and in various states of completeness, usability, and adoption. Developer teams lack critical capacities such as usability testing, agile processes, and business development for sustainability. Many of these tools are beautiful solutions in search of a problem.

The fragmentation of software development for investigative journalism has consequences: Most newsrooms still lack capacity for very basic knowledge management tasks, such as digitally filing new documents where they can be searched and found later. Tools do not work or do not inter-operate. Ultimately the reporting work is slower, or more expensive, or doesn’t get done. Meanwhile, the commercial software world has so far ignored investigative journalism because it is a small, specialized user-base. Tools like Nuix and Palantir are expensive, not networked, and not extensible for the inevitable story-specific needs.

But investigative journalists have learned how to work in cross-border networks, and investigative journalism developers can too. The experience gained from collaborative data-driven journalism has led OCCRP and other interested organizations to focus on the following issues:

The issues:

  • Usability
  • Delivery
  • Networked Investigation
  • Sustainability
  • Interoperability and extensibility

The next step is reported to be:

The next step for us is a small meeting: the very first conference on Knowledge Management in Investigative Journalism. This event will bring together key developers and journalists to refine the problem definition and plan a way forward. OCCRP and the Influence Mappers project have already pledged support. Stay tuned…

Jonathan Stray jonathanstray@gmail.comand and Drew Sullivan drew@occrp.org, want to know if you are interested too?

See the original post, email Jonathan and Drew if you are interested. It sounds like a very good idea to me.

PS: You already know one of the technologies that I think is important for knowledge management: topic maps!

May 13, 2015

The Traffic Factories…

Filed under: Journalism,News — Patrick Durusau @ 7:27 pm

The Traffic Factories: Metrics at Chartbeat, Gawker Media, and The New York Times by Caitlan Petre.

From the executive summary:

In a 2010 New Yorker profile, founder and CEO of Gawker Media Nick Denton argued, “probably the biggest change in Internet media isn’t the immediacy of it, or the low costs, but the measurability.” 1Digital media scholars and commentators could debate this claim exhaustively (and have), but there is little doubt that the ability to extensively track news readers’ behavior online is indeed a profound shift from the pre-Internet era. Newsrooms can now access real-time data on how readers arrive at a particular site or article, how often they visit, and what they do once they get there (e.g., how long they spend on a page, how far they scroll, and whether they are moving their mouse or pressing any keys).

What does all this data mean for the production of news? In the earlier days of web analytics, editorial metrics had both enthusiastic proponents and impassioned detractors. Nowadays the prevailing view is that metrics aren’t, by definition, good or bad for journalism. Rather, the thinking goes, it all depends what is measured: Some metrics, like page views, incentivize the production of celebrity slide shows and other vapid content, while others, like time on a page, reward high-quality journalism. Still, there are some who doubt that even so-called “engagement metrics” can peacefully coexist with (let alone bolster) journalistic values.

This report’s premise is that it will be impossible to settle these debates until we understand how people and organizations are producing, interpreting, and using metrics. I conducted an ethnographic study of the role of metrics in contemporary news by examining three case studies: Chartbeat, Gawker Media, and The New York Times. Through a combination of observation and interviews with product managers, data scientists, reporters, bloggers, editors, and others, my intention was to unearth the assumptions and values that underlie audience measures, the effect of metrics on journalists’ daily work, and the ways in which metrics interact with organizational culture. Among the central discoveries:

No, you need to go read the discoveries for yourself! 😉

Suffice it to say that it isn’t just the presence of metrics that is addressed but the influence of the presentation of metrics as well.

Petre asks of news readers:


Are they aware that their behavior on news sites is being tracked to the extent that it is? If so, how (if at all) does this affect their behavior?

On observation impacting behavior, see the Hawthorne effect. Subject to varying interpretations, the original study found that showing increased attention to workers boosted their productivity, which fell when the increased observation ceased. Research continues on this topic until the present day.

A harder to answer question would be how to measure the impact of observation, which in and of itself, has to impact the people being observed. The observational impact is in interaction with a large number of other variables, which are as difficult to measure as the impact of observation.

This is a great read for journalists or anyone who is interested in effective communication and the potential of metrics to measure the same.

April 14, 2015

Tips on Digging into Scholarly Research Journals

Filed under: Journalism,News,Research Methods — Patrick Durusau @ 4:42 pm

Tips on Digging into Scholarly Research Journals by Gary Price.

Gary gives a great guide to using JournalTOCs, a free service that provides tables of content and abstracts where available for thousands of academic journals.

Subject to the usual warning about reading critically, academic journals can be a rich source of analysis and data.

Enjoy!

Phishing catches victims ‘in minutes’ [Verification and the BBC]

Filed under: Journalism,News,Reporting — Patrick Durusau @ 10:26 am

Phishing catches victims ‘in minutes’

From the post:

It takes 82 seconds for cyber-thieves to ensnare the first victim of a phishing campaign, a report suggests.

Compiled by Verizon, the report looks at analyses of almost 80,000 security incidents that hit thousands of companies in 2014.

It found that, in many companies, about 25% of those who received a phishing email were likely to open it.

“Training your employees is a critical element of combating this threat,” said Bob Rudis, lead author on the report.

Threat spotting

Tricking people into opening a booby-trapped message let attackers grab login credentials that could be used to trespass on a network and steal data, the report said.

“They do not have to use complex software exploits, because often they can get hold of legitimate credentials,” Mr Rudis said.
…(emphasis in original)

You might be tempted to quote this story on phishing but I wouldn’t. Not without looking further.

When I read “…a report suggests…,” without a link to the report, all sorts of alarms start ringing. If there is such a report, why no link? Is the author fearful the report isn’t as lurid as their retelling? Or fearful that readers might reach their own conclusions? And for that matter, despite being “lead author” of this alleged report, who the hell is Bob Rudis? Not quite in the same class as Prince or the Queen of England.

None of which is hard to fix:

Verizon 2015 PCI Compliance Report

Bob Rudis took a little more effort but not much: Bob Rudis (Twitter), not to mention being the co-author of: Data-Driven Security: Analysis, Visualization and Dashboards (review). Which is repaid by finding a R blogger and author of a recent security analysis text.

When you read the report, to which the BBC provides no link, you discover things like:

Incentives (none) to prevent payment fraud:

Page 4: The annual cost of payment fraud in 2014 was $14 Billion.

Then Page 5 gives the lack of incentive to combat the $14 Billion in fraud, total card payments are expected to reach $20 Trillion.

In other words:

20,000,000,000,000 – 14,000,000,000 = 19,986,000,000,000

Hardly even a rounding error.

BTW, the quote that caught my eye:

More than 99% of the vulnerabilities exploited in data breaches had been known about for more than a year, Mr Rudis said. And some had been around for a decade.

Doesn’t occur in the Verizon report, so one assumes an interview with Mr. Rudis.

Moreover, it is a good illustration for why a history of exploits may be as valuable if not more so than the latest exploit.

None of that was particularly difficult but it enriches the original content with links that may be useful to readers. What’s the point of hypertext without hyperlinks?

The Forgotten V of Data – Verification

Filed under: Journalism,News,Reporting — Patrick Durusau @ 6:40 am

Tools for verifying and assessing the validity of social media and user-generated content by Josh Stearns.

From the post:

“Interesting if true” is the old line about some tidbit of unverified news. Recast as “Whoa, if true” for the Twitter age, it allows people to pass on rumors without having to perform even the most basic fact-checking — the equivalent of a whisper over a quick lunch. Working journalists don’t have such luxuries, however, even with the continuous deadlines of a much larger and more competitive media landscape. A cautionary tale was the February 2015 report of the death of billionaire Martin Bouygues, head of a French media conglomerate. The news was instantly echoed across the Web, only to be swiftly retracted: The mayor of the village next to Bouygues’s hometown said that “Martin” had died. Alas, it was the wrong one.

The issue has become even knottier in the era of collaborative journalism, when nonprofessional reporting and images can be included in mainstream coverage. The information can be crucial — but it also can be wrong, and even intentionally faked. For example, two European publications, Bild and Paris Match, said they had seen a video purportedly shot within the Germanwings flight that crashed in March 2015, but doubts about such a video’s authenticity have grown. (Of course, there is a long history of image tampering, and news organizations have been culpable year after year of running — and even producing — manipulated images.)

The speed of social media and the sheer volume of user-generated content make fact-checking by reporters even more important now. Thankfully, a wide variety of digital tools have been developed to help journalists check facts quickly. This post was adapted from VerificationJunkie, a directory of tools for assessing the validity of social-media and user-generated content. The author is Josh Stearns, director of the journalism sustainability project at the Geraldine R. Dodge Foundation.

The big data crowd added veracity as a fourth V some time ago but veracity isn’t the same thing as verification. Veracity is a question of how much credit do you given the data. Verification is the process of determining the veracity of the data. Different activity with different tools.

Josh also maintains Verification Junkie, of which this post is a quick summary.

Don’t limit verification to social media only. Whatever the source, check the “facts” that it claims. You may be surprised.

March 9, 2015

On Newspapers and Being Human

Filed under: Journalism,News — Patrick Durusau @ 5:57 pm

On Newspapers and Being Human by Abby Mullen.

From the post:

Last week, an opinion piece appeared in the New York Times, arguing that the advent of algorithmically derived human-readable content may be destroying our humanity, as the lines between technology and humanity blur. A particular target in this article is the advent of “robo-journalism,” or the use of algorithms to write copy for the news. 1 The author cites a study that alleges that “90 percent of news could be algorithmically generated by the mid-2020s, much of it without human intervention.” The obvious rebuttal to this statement is that algorithms are written by real human beings, which means that there are human interventions in every piece of algorithmically derived text. But statements like these also imply an individualism that simply does not match the historical tradition of how newspapers are created. 2

In the nineteenth century, algorithms didn’t write texts, but neither did each newspaper’s staff write its own copy with personal attention to each article. Instead, newspapers borrowed texts from each other—no one would ever have expected individualized copy for news stories. 3 Newspapers were amalgams of texts from a variety of sources, cobbled together by editors who did more with scissors than with a pen (and they often described themselves this way).

Newspapers have never been about individual human effort. They’ve always been about collaboration toward a common goal–giving every newspaper in every town enough material to print their papers, daily, semi-weekly, weekly, however often they went to press. Shelley Polodny states that digital outlets have caused us to “demand content with an appetite that human effort can no longer satisfy,” but news outlets have never been able to satiate that demand, as the Fremont Journal of December 29, 1854, acknowledges.

The borrowing, copying, plagarism, that Abby’s describes is said to be alien to our modern intellectual landscape. Or at least it is if you try to use the “O” word for a once every four (4) years sporting event at the behest of the unspeakable, or if you attempt to use any likeness of a Disney character.

The Viral Texts project, which Abby participates, is attempting to map networks of reprinting in 19th-century newspapers and magazines.

A comparison of the spread of news and ideas in the 21st century may well reveal that the public marketplace of ideas has been severely impoverished by excessive notions of intellectual property and its accompanying legal regime.

If it were shown modern intellectual property practices have in fact impaired the growth and discussion of ideas, by empirical measure, would that accelerate the movement towards greater access to news and ideas?

March 8, 2015

Data Journalism (Excel)

Filed under: Excel,Journalism,Spreadsheets — Patrick Durusau @ 2:01 pm

Data Journalism by Ken Blake.

From the webpage:

Learning to use a spreadsheet will transform how you do what you do as a media professional. The YouTube-hosted videos below demonstrate some of the possibilities. If you like, download the datasets and follow along.

I use the PC version of Excel 2010, Microsoft’s cheap, ubiquitous spreadsheet program. It can do some things that the Mac version can’t. But if you’re a Mac user, you’ll still find plenty worth watching.

Everything is free to watch and download. If you’d like to use these materials elsewhere, please just e-mail me first and ask permission. Questions, suggestions and requests are welcome, too. See my contact information.

And check back now and then. I’ll be adding more stuff soon.

Disclaimer: These tutorials will not help you perform NLP on Klingon nor are they a guide to GPU-based deep learning in order to improve your play in Mortal Kombat X.

Having gotten those major disappointments out of the way, these tutorials will help you master Excel and to use it effectively in uncovering the misdeeds of small lives in local and state government.

To use “big data” tools with small data is akin to hunting rats with an elephant gun. Doable, but expensive and difficult to master.

As an added bonus, processing small data will give you experience with the traps and pitfalls of data, which remain important whether your data sets are big or small.

Enjoy!

March 7, 2015

Hands-on with machine learning

Filed under: Journalism,Machine Learning,Python,Scikit-Learn — Patrick Durusau @ 5:20 pm

Hands-on with machine learning by Chase Davis.

From the webpage:

First of all, let me be clear about one thing: You’re not going to “learn” machine learning in 60 minutes.

Instead, the goal of this session is to give you some sense of how to approach one type of machine learning in practice, specifically http://en.wikipedia.org/wiki/Supervised_learning.

For this exercise, we’ll be training a simple classifier that learns how to categorize bills from the California Legislature based only on their titles. Along the way, we’ll focus on three steps critical to any supervised learning application: feature engineering, model building and evaluation.

To help us out, we’ll be using a Python library called http://scikit-learn.org/, which is the easiest to understand machine learning library I’ve seen in any language.

That’s a lot to pack in, so this session is going to move fast, and I’m going to assume you have a strong working knowledge of Python. Don’t get caught up in the syntax. It’s more important to understand the process.

Since we only have time to hit the very basics, I’ve also included some additional points you might find useful under the “What we’re not covering” heading of each section below. There are also some resources at the bottom of this document that I hope will be helpful if you decide to learn more about this on your own.

A great starting place for journalists or anyone else who wants to understand basic machine learning.

I first saw this in a tweet by Hanna Wallach.

March 4, 2015

Take two steps back from journalism:… [Your six degrees to victims/perps]

Filed under: Journalism,News,Reporting — Patrick Durusau @ 11:36 am

Take two steps back from journalism: What are the editorial products we’re not building? by Jonathan Stray.

From the post:

The traditional goal of news is to say what just happened. That’s sort of what “news” means. But there are many more types of nonfiction information services, and many possibilities that few have yet explored.

I want to take two steps back from journalism, to see where it fits in the broader information landscape and try to imagine new things. First is the shift from content to product. A news source is more than the stories it produces; it’s also the process of deciding what to cover, the delivery system, and the user experience. Second, we need to include algorithms. Every time programmers write code to handle information, they are making editorial choices.

Imagine all the wildly different services you could deliver with a building full of writers and developers. It’s a category I’ve started calling editorial products.

In this frame, journalism is just one part of a broader information ecosystem that includes everything from wire services to Wikipedia to search engines. All of these products serve needs for factual information, and they all use some combination of professionals, participants, and software to produce and deliver it to users — the reporter plus the crowd and the algorithm. Here are six editorial products that journalists and others already produce, and six more that they could.

Jonathan’s existing editorial products list (with examples):

  • Record what just happened.
  • Locate pre-existing information.
  • Filter the information tsunami.
  • Give me background on this topic.
  • Expose wrongdoing.
  • Debunk rumors and lies.

A useful starting point to decide if a market is already saturated (or thought to be so) and how you could differentiate a new product in one of these areas. I’m not as certain as Jonathan that existing products perform well on locating pre-existing information or filtering the information tsunami. On the other hand, the low value of most queries may preclude a viable economic model for more accurate answers.

Jonathan’s potential editorial products list (with observations, VCs take note):

  • What can I do about it?
  • A moderated place for difficult discussions.
  • Personalized news that isn’t sort of terrible. [Terrible here refers to the algorithms that personalize the news.]
  • The online town hall.
  • Systematic government coverage.
  • Choose-your-own-adventure reporting.

A great starting point for discussing new editorial products. I suppose it is a refinement of “What can I do about it?” but I have a suggestion for a new editorial product: My Six Degrees.

Based on the idea of six degrees of separation (think Kevin Bacon), what if for any news report, you could enter your identification and based on the various social media sources and other data, you separation from the persons in the report could be calculated and returned to you with contact information for each step of the separation?

That has the potential to make the news you hear from other products a good deal more personal. It wouldn’t be “…too bad somebody got robbed…” it would be someone who was only two degrees of separation from you. As well as having the same revelation when someone is arrested for the crime.

Same should be true for the faceless bureaucrats that run much of the world. You would not hear “…the parole board denied clemency for someone on death row…” but rather X, Y, and Z, who are so many degrees from you denied clemency.

Could be a way to “personalize” the news in such a way as to motivate readers to take action.

Currently it would not work for everyone but there is enough data in the larger cities to “personalize” the news in a very meaningful way.

I first saw this in a tweet by Journalism Tools.

March 2, 2015

Drilling Down: A Quick Guide to Free and Inexpensive Data Tools

Filed under: Data Mining,Journalism,News,Reporting — Patrick Durusau @ 7:35 pm

Drilling Down: A Quick Guide to Free and Inexpensive Data Tools by Nils Mulvad.

From the post:

Newsrooms don’t need large budgets for analyzing data–they can easily access basic data tools that are free or inexpensive. The summary below is based on a five-day training session at Delo, the leading daily newspaper in Slovenia. Anuška Delić, journalist and project leader of DeloData at the paper, initiated the training with the aim of getting her team to work on data stories with easily available tools and a lot of new data.

“At first it seemed that not all of the 11 participants, who had no or almost no prior knowledge of this exciting field of journalism, would ‘catch the bug’ of data-driven thinking about stories, but soon it became obvious” once the training commenced, said Delić.

Encouraging story about data journalism as well as a source for inexpensive tools.

Even knowing the most basic tools will make you standout from people that repeat the government or party line (depending on where you are located).

February 27, 2015

300 Data journalism blogs [1 Feedly OPML File]

Filed under: Journalism,News,Reporting — Patrick Durusau @ 5:44 pm

Data journalism blogs by Winny De Jong.

From the post:

At the News Impact Summit in Brussels I presented my workflow for getting ideas. Elsewhere on the blog a recap including interesting links. The RSS reader Feedly is a big part of my setup: together with Pocket its my most used app. Both are true lifesavers when reading is your default.

Since a lot op people of the News Summit audience use Feedly as well, I made this page to share my Feedly OPML file. If you’re not sure what an OPML file is read this page at Feedly.com.

Download my Feedly OPML export containing 300+ data journalism related sites here

Now that is a great way to start the weekend!

With a file of three hundred (300) data blogs!

Enjoy!

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