Debunking The First Law Of Data Democracy
Access to information today is supposed to be for everyone. So-called data democracy labels have been ascribed to every vendors presentation layer in an effort to bring more users into contact with actionable business stats of all kinds. This is where data vizualisation comes in as a route to representing abstract data sets as (usually) multi-colored images and graphical representationsdesigned to help humans find and then interpret patterns and trends held inside the business or scientific data in question.
The first law of information democracy states:
As the number of workflow-engaged stakeholders interacting with data vizualisation tools increases (within agreed policy access limitations), the natural propensity increases for actionable insights to be a) taken away and acted upon and b) further fed back into the analytics engine itself.
On paper (or, on screen, obviously) this technology proposition appears to hold water. Giving a wider number of workers access to data vizualisation streams is indeed democratic, but is a little data vizualisation knowledge a dangerous thing?
CEO of data-driven Business Intelligence (BI) tools vendor Looker Frank Bien thinks it might be his firm produces a piece of software for data scientists that is intended to help make tangible sense of the data crucial for growing enterprises through a browser. He says that wider data literacynot visualizationshould be our next enterprise information imperative.
A little data vizualisation is a dangerous thing
Lookers Bien suggests that the new data visualization tools have created a false expectation in the data marketplace. They provide a great way to engage employees with data in a visceral way, but once business users have it, the depth they can explore the data is limited. What this ultimately means is that these users slow down the query process and they make it a challenge to answer complex questions.
The promise of self-service BI and moving data exploration out of IT and into the hands of business users is only partly addressed but this has done more to whet the appetite than to address the real need. Furthermore, the proliferation of visualization tools impedes an organizations ability to make decisions based on reliable metrics, because it leads to a lag in relevance of the data. We are on the cusp of a renaissance in BI in which modern data tools unlock the true business value of data and enable all knowledge workers to explore and engage directly with the data, stated Bien.
Data visualizationwithout education is myopia
The solution he says is to increase data literacy, not improve data visualization. Data literacy is an increasingly strategic focus for organizations of all sizes and a vital driver of business success.
More here:
Debunking The First Law Of Data Democracy
- What would you do if democracy was being dismantled before your eyes? Whatever youre doing right now - The Guardian - October 31st, 2025 [October 31st, 2025]
- From Copenhagen to Doha: Democracy and the Renewal of the Social Contract - International IDEA - October 31st, 2025 [October 31st, 2025]
- News Analysis: Prop. 50 is just one part of a historically uncertain moment for American democracy - Los Angeles Times - October 31st, 2025 [October 31st, 2025]
- Democracy in Action as Students Use Art to Express Their Hopes - Rutgers University - October 31st, 2025 [October 31st, 2025]
- NAACP Backs Virginia Redistricting Effort to Protect Black Representation and Defend Democracy - NAACP - October 31st, 2025 [October 31st, 2025]
- In Big Win for Voters and Democrats, Court Blocks Trumps Demand for Voter ID on Registration Form - Democracy Docket - October 31st, 2025 [October 31st, 2025]
- Democracy at a crossroads: Rule of law and the case for US engagement in the Balkans - Atlantic Council - October 31st, 2025 [October 31st, 2025]
- Watch Archived Video of My Safeguarding Democracy Project Conversation with Danielle Citron, Brendan Nyhan, and Amy Wilentz on the Media and Social... - October 31st, 2025 [October 31st, 2025]
- Mamdani of the Midwest: Meet Omar Fateh. Could He Be the Next Mayor of Minneapolis? - Democracy Now! - October 31st, 2025 [October 31st, 2025]
- Republicans are handling the shutdown like democracy is ending - The Real News Network - October 31st, 2025 [October 31st, 2025]
- Democracy Experts Issue Red Alert on Trump Leading Slide to Autocracy - The Daily Beast - October 31st, 2025 [October 31st, 2025]
- Democracy Digest: Hungary and Slovakia Are Biggest Rule of Law Decliners in EU - Balkan Insight - October 31st, 2025 [October 31st, 2025]
- Beyond the ballot box: Democracy Day returns for fifth consecutive year - The Stanford Daily - October 31st, 2025 [October 31st, 2025]
- DHS Sued for Records on Trump-Appointed Election Conspiracy Theorist - Democracy Docket - October 31st, 2025 [October 31st, 2025]
- What the 2025 elections mean for the midterms and our democracy - 1A | Speak Freely - October 31st, 2025 [October 31st, 2025]
- Power without voters: How the shutdown reveals a broken democracy - The Real News Network - October 31st, 2025 [October 31st, 2025]
- Terry Newman: CTV's unbalanced reporting is what is a threat to democracy - Yahoo News Canada - October 31st, 2025 [October 31st, 2025]
- Trump Orders First U.S. Nuclear Weapons Tests in 33 Years - Democracy Now! - October 31st, 2025 [October 31st, 2025]
- From past to present: The state of democracy - westerngazette.ca - October 31st, 2025 [October 31st, 2025]
- Prince Andrew Stripped of Royal Titles and Evicted from Royal Mansion - Democracy Now! - October 31st, 2025 [October 31st, 2025]
- UM-Flint to host symposium on civic life and democracy - Flint Beat - October 31st, 2025 [October 31st, 2025]
- Elizabeth Shackelford: The intoxication of power and its consequences on democracy around the world - Chicago Tribune - October 31st, 2025 [October 31st, 2025]
- All Voting Is Local Is Building Democracy The Only Way It Works: Locally, Patiently, Together - Forbes - October 31st, 2025 [October 31st, 2025]
- Forget diplomatic niceties: its beyond time Europe denounced Trumps trashing of democracy in the US - The Guardian - October 28th, 2025 [October 28th, 2025]
- How do we reclaim civility and democracy? - Financial Times - October 28th, 2025 [October 28th, 2025]
- Reimagining Democracy in Asia: Addressing the Threat of Backsliding - International IDEA - October 28th, 2025 [October 28th, 2025]
- Europes Housing Crisis Threatens the Foundations of Democracy - Social Europe - October 28th, 2025 [October 28th, 2025]
- Democracy Day to focus on civic engagement beyond the ballot box - Stanford Report - October 28th, 2025 [October 28th, 2025]
- Trump Once Again Threatens Unlawful Third Term - Democracy Docket - October 28th, 2025 [October 28th, 2025]
- Investing in Democracy: Lessons from the Asia-Africa Conference and International IDEAs 30 Years - International IDEA - October 28th, 2025 [October 28th, 2025]
- Honors College 2025 Day 3: Policy, Practice, and the Persistence of Democracy - Stanford University - October 28th, 2025 [October 28th, 2025]
- This Is About Voter Intimidation: Gavin Newsom Is Calling Out Trumps Bid to Control Elections - Democracy Docket - October 28th, 2025 [October 28th, 2025]
- What Zohran Mamdanis rise tells us about the state of democracy in America - Analyst News - October 28th, 2025 [October 28th, 2025]
- The NEPA Rollback Is a Direct Assault On Democracy, Heres What You Need to Know - The Equation - Union of Concerned Scientists - October 28th, 2025 [October 28th, 2025]
- Opinion | We need to rebuild democracy from the ground up - The Cap Times - October 28th, 2025 [October 28th, 2025]
- The contradictions of democracy - Australian Broadcasting Corporation - October 28th, 2025 [October 28th, 2025]
- Letter | Democracy can't survive one-man rule - The Cap Times - October 28th, 2025 [October 28th, 2025]
- From Apartheid to Democracy a blueprint for a different future in Israel-Palestine - The Guardian - October 26th, 2025 [October 26th, 2025]
- This Week at Democracy Docket: Yet Another GOP Gerrymander, While DOJ Moves to Gain Control Over Elections - Democracy Docket - October 26th, 2025 [October 26th, 2025]
- Jimmy Panetta talks about authoritarian power and the existential issues facing democracy. - Monterey County Weekly - October 26th, 2025 [October 26th, 2025]
- Defunding journalism will have consequences on news production and democracy - North Texas Daily - October 26th, 2025 [October 26th, 2025]
- Arkansas only southern state with robust direct democracy - Magnolia Reporter - October 26th, 2025 [October 26th, 2025]
- This Week in Democracy Week 40: The 'Extrajudicial Executioner' in the White House - Zeteo - October 26th, 2025 [October 26th, 2025]
- Amy Goodman and Denis Moynihan | Trumps demolition, from the East Wing to Western democracy - Times-Standard - October 26th, 2025 [October 26th, 2025]
- Opinion | Nobel Prize casts a spotlight on the struggle for democracy in Venezuela - The Boston Globe - October 26th, 2025 [October 26th, 2025]
- Sandel, Deming, Kennedy Clash Over Meritocracy in Higher Education and Democracy - The Harvard Crimson - October 24th, 2025 [October 24th, 2025]
- Missouri direct democracy ballot measure is a fraud on the voters, lawsuit says - Kansas City Star - October 24th, 2025 [October 24th, 2025]
- Opinion | Halloween Treats for Democracy - The Wall Street Journal - October 24th, 2025 [October 24th, 2025]
- Trump Administration To Monitor Voting in California and New Jersey - Democracy Docket - October 24th, 2025 [October 24th, 2025]
- 7 Million Americans Rally for Democracy in Latest No Kings Day of Action - Texas AFT - October 24th, 2025 [October 24th, 2025]
- NY AG Letitia James Pleads Not Guilty in Trump-Initiated Political Prosecution, Asks Judge to Dismiss Case - Democracy Docket - October 24th, 2025 [October 24th, 2025]
- Albania is Showing the Perils of Outsourcing Democracy to Algorithms - Tech Policy Press - October 24th, 2025 [October 24th, 2025]
- How Democracy Is Being Undoneand What to Do About It - Barron's - October 24th, 2025 [October 24th, 2025]
- Richard Bammer: Democracy will survive with healthy habits of mind, heart - The Vacaville Reporter - October 24th, 2025 [October 24th, 2025]
- The Metro:Something compelling about the democratic ideal the case for more representative democracy - WDET 101.9 FM - October 24th, 2025 [October 24th, 2025]
- FFRFs 48th Annual Convention: A joyful, urgent call for reason and democracy - FFRF - October 24th, 2025 [October 24th, 2025]
- NPRs Steve Inskeep on the future of public media, democracy and journalism in the Trump era - WGLT - October 24th, 2025 [October 24th, 2025]
- Tanzania election: Erosion of democracy will also come at the cost of economic potential - Chatham House - October 24th, 2025 [October 24th, 2025]
- Want to save democracy? Amanda Litman has marching orders for you - The.Ink | Anand Giridharadas - October 24th, 2025 [October 24th, 2025]
- Letitia James Moves to Sanction Trump-Appointed Prosecutor Over 'Stunning Texts to Reporter - Democracy Docket - October 24th, 2025 [October 24th, 2025]
- Africa must worry, a reversal of Democracy and democratic government is being challenged...Is Africa regressing to the 70s and 80s where... - October 24th, 2025 [October 24th, 2025]
- Gyumri erupts after mayors arrest: This is an operation against democracy itself, say opposition - The Armenian Weekly - October 24th, 2025 [October 24th, 2025]
- Syrias new leader promised democracy. Then he excluded women from parliamentary elections - The Conversation - October 23rd, 2025 [October 23rd, 2025]
- Dem senator continues marathon floor speech framing Trump as 'grave threat the democracy' - Fox News - October 23rd, 2025 [October 23rd, 2025]
- False Choices: Balancing Democracy and Development in U.S. Africa Policy - CSIS | Center for Strategic and International Studies - October 23rd, 2025 [October 23rd, 2025]
- Digital Democracy May Be The Death Of Doctoring - Forbes - October 23rd, 2025 [October 23rd, 2025]
- Spain honours its architects of democracy but unity is slipping away - The Times - October 23rd, 2025 [October 23rd, 2025]
- Why Europes Resistance to Big Tech Matters for the Future of Democracy - Tech Policy Press - October 23rd, 2025 [October 23rd, 2025]
- The Benchmark of Hungarian Democracy: 1956 - Hungarian Conservative - October 23rd, 2025 [October 23rd, 2025]
- Democracy on trial - IPS Journal - October 23rd, 2025 [October 23rd, 2025]
- Viewpoint: Its a great year for acorns, a terrible year for democracy - Ashland News - October 23rd, 2025 [October 23rd, 2025]
- Meet the Faces of Democracy: Neal Kelley - The Fulcrum - October 23rd, 2025 [October 23rd, 2025]
- Cte d'Ivoires elections have already been decided: Ouattara will win and democracy will lose - The Conversation - October 23rd, 2025 [October 23rd, 2025]
- Our democracy is being threatened, demonstrators gather for protests - North Texas Daily - October 23rd, 2025 [October 23rd, 2025]
- VIDEO: Our democracy is being threatened, demonstrators gather for protests - North Texas Daily - October 23rd, 2025 [October 23rd, 2025]
- The Tech Arms Race is Reshaping Our Lives and Threatening Democracy - Tech Policy Press - October 23rd, 2025 [October 23rd, 2025]
- Letter: Democracy is not just for the rich, but for each and every one of us - Alexandria Echo Press - October 23rd, 2025 [October 23rd, 2025]
- Comey Says DOJ is Prosecuting Him On Trumps Orders, Asks Judge to Throw Out Charges - Democracy Docket - October 23rd, 2025 [October 23rd, 2025]
- Standing Up for Democracy Requires Giving the Other Side Credit When It Is Deserved - The Fulcrum - October 21st, 2025 [October 21st, 2025]
- Information vertigo undermines truth and democracy, say Carolina faculty - UNC Hussman School of Journalism and Media - October 21st, 2025 [October 21st, 2025]