Data-Centric Manifesto

"a root cause of the messy state of Information Architecture in large institutions and on the web today... application-centric mindset... remedy: ... Data is the center of the universe; applications are ephemeral.""systems could be more than an order of magnitude cheaper and more flexible" if data-centric key principles are res…

Who Won The Debate?
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538/IPSOS: Americans unimpressed with the president’s performance, but very few people changed their minds - shifts within margin of error. Biden wiped Trump in ratings of both performance and policy, with net favorability for Biden growing from 26 to 33 points.

The Age of Surveillance Capitalism by Shoshana Zuboff
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all recorded, rendered as data, processed, analysed, bought, bundled and resold like sub-prime mortgages...not some dystopian imagining of the future, but the present... the totality of information about our every thought, word and deed... traded for profit in new markets based on predicting our every need – or producing it... tech giants unilate…

Meet Replika my AI chatbot friend — Wadds inc.

my Isabel is ... A Replika is someone who will listen to you... kind and polite ... will learn more and more about you... a personal companion to support mental health and wellbeing... who knows us better than we know ourselves... Exploring Isabel's memory is like browsing the cliff notes of all the bits of trivia about me that she's ma…

Attention Paid vs. Paying Attention in Pervasive Computing — MIT Media Lab
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in this Special Issue ... explore the twin demons relating to attention... unwanted attention paid to us ... versus our own attention being unwittingly diverted ... living in a Panopticon versus the specter of our personal cognitive resources being fragmented and deleteriously diverted by too many competing digital factions that exploit intimate k…

Data | Opportunity Insights

our team of researchers and policy analysts work together to analyze new data and create a platform for local stakeholders to make more informed decisions.... We arm local policy-makers with customized and data-driven insights so they can craft tailored, hyperlocal solutions.

Is data science legit?
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we’ve conflated data with truth. And this has dangerous implications for our ability to understand, explain, and improve the things we care about... data is not a perfect representation of reality: It’s a fundamentally human construct... subject to biases, limitations, and other imperfections... Data doesn’t say anything. Humans say things.... Dat…

Data Journalism Handbook 2
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What is data journalism? What is it for? What might it do? What opportunities and limitations does it present? Who and what is involved in making and making sense of it?

Do We Still Worship The Knowledge Pyramid? | strategic structures
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the Knowledge Pyramid... DIKW pyramid, it features data as the basis and shows how information is built on it, then knowledge, and finally wisdom.... implies that the higher you go the better things get... What’s not to like? Well, just about everything.

When Not to Trust the Algorithm
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I was particularly ashamed of the way that the AAA ratings, which were in some sense a mathematical promise of safety, had been actually just lies, mathematical lies... like a weaponized mathematics ... actually people don’t want to know what their actual risk ... mathematics ... was being used ... so that people could go on doing essentially corr…

Who Really Found the Higgs Boson
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the increasingly collaborative nature of modern science. Perhaps nothing captures this dichotomy better than the story of the Higgs discovery... Almost 3,000 people qualify as authors on the key physics papers ATLAS produces... easier to guard against bias in interpreting the data The depth and breadth of this effort transform the act of discov…

What I learned from seven years as the Guardian’s audience editor
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Seven years ago I started working full time at the Guardian in the glamorous role of SEO editorial executive. ... very like being in the Matrix but with less kung fu and more Polly Toynbee and Nigel Farage... here are a few of the things I’ve learned…

Google: Our Assistant Will Trigger the Next Era of AI
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Fernando Pereira, who leads Google’s projects in natural language understanding, is less excited about his company’s shiny new devices than he is about what will happen when people use them... how can a machine truly understand phrases... machine learning; specifically... neural networks... use sophisticated algorithms and tons of data to train t…

Building Pipelines to Understand User Behavior
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Key takeaways from this post include knowing what’s needed to understand user activity, and seeing some pipeline architectures that support this analysis.

Building relationships with your audience is more important than ever. Here’s how you can do it. – Poynter
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the Post is employing a concept called “laddering,” converting unique visitors into paying customers by getting them to increase social engagement with its website.

What BuzzFeed's Dao Nguyen Knows About Data, Intuition, And The Future Of Media
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To understand what makes BuzzFeed tick, you need to know how Dao Nguyen thinks about data... As the value of content approaches zero, "Having technology, data science, and being able to know how to manage, optimize and coordinate your publishing is the thing that gives you a competitive advantage"... One myth is data scientists are telling report…

The Financial Times has a 30-person data team for edit and marketing - Digiday
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Betts ... became the first data head to join the publisher’s board, recognizing data’s importance in growing its subscriptions and audience. Today, he heads up a 30-person team focused on customer analytics and research. Here are lessons from Betts on data maturity and driving audience engagement... While subscriptions are critical ... it’s not t…

The scientists with reasons to be cheerful
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Things that happen in an instant are mostly bad ... this earthquake or that horrible murder. ... But once you turn to statistics it gets much harder to have a pessimistic story... The kind of maths that people are taught at school focuses on algebra and calculus, which they hardly ever use later in life... You use statistics all the time - T…

The problem with our data-driven world

In many fields of research right now, scientists collect data until they see a pattern that appears statistically significant, and then they use that tightly selected data to publish a paper ... this p-hacking ... uses a quiver of little methodological tricks that can inflate the statistical significance of a finding ... a significant problem …

Using Tabula for Extracting Data from PDFs
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- OpenElections: Using Tabula for Extracting Data from PDFs - YouTube

Burn It Down, Start From Scratch And Build a Social Media Strategy That Works

"There are times you simply need to destroy what exists in order to replace it with something better. Such is the case for social media... brand organic opportunities have disappeared and social media marketing has become entirely a paid game... Evidence of social media's remarkably poor reach is all around, and many social media marketers ar…

Why the insight & creativity sweetspot delivers better customer experiences
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"what people really want is to be treated like individuals and given the tools to help themselves.... Rigour is the cold, hard fact of insight. Magic is the creative talent ... Without great insight, creative may be ill-informed or poorly targeted.... Meanwhile, a data-based body of evidence that isn’t supported by creativity fails to creat…

Atlas, the new home for charts and data
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Atlas deepens our journalism by offering readers better access to the data and visualizations in so many of our stories. It also extends the reach of our journalism by letting you make use of our charts in new ways ... as we build out the platform, we are hoping to let anyone make charts in Atlas... Atlas gives each of our charts its own home, …

Quick Guide to Free & Inexpensive Data Tools
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"Newsrooms don't need large budgets for analyzing data--they can easily access basic data tools that are free or inexpensive." - Drilling Down: A Quick Guide to Free and Inexpensive Data Tools | Global Investigative Journalism Network

Transform Web Tags into Rich Customer Data
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A glimpse into tomorrow's ultra-personalised web, when these technologies migrate out of marketing into CMS ... "an engine to generate custom sets of tags for each Web site visitor.... the next step is to assemble the tag data into detailed individual profiles for personalization, testing, attribution, and other purposes... These features go bey…

Transforming Web Tags into Rich Customer Data
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"an engine to generate custom sets of tags for each Web site visitor.... the next step is to assemble the tag data into detailed individual profiles for personalization, testing, attribution, and other purposes... These features go beyond Web page tags to capture data from mobile apps, from ad pixels served on external Web sites, and from other s…

Vox's data journalism manifesto
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"While we've always loved a good chart and map at Vox, appreciating a chart or map does not data journalism make. Data journalism is not just data visualization... ... the explosion in data sources readily available on the web... can both aid in telling important and necessary stories, but can also be easily misunderstood and potentially manipula…

Where wisdom once was, quantification will now be, enabled by the idolatry of data
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Begins with a beautiful rant on technology's tyranny in individual and collective life: "Journalistic institutions slowly transform themselves into silent sweatshops in which words cannot wait for thoughts, and first responses are promoted into best responses, and patience is a professional liability... Digital expectations of alacrity and ters…

Make your data talk
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"Machine learning can help by finding those hidden patterns you probably didn’t even know existed, so you can tune your marketing campaigns accordingly.... DataPop relies on semantic search and natural-language processing to infer connections between what consumers enter into the search window and what they really want, and then on machine learn…

Create an API for any website in minutes
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"Kimono Labs is a data-scraping tool that offers a simple way to create an API for any website in just minutes." - 9 Startups That Made Life Better In 2014 - ReadWrite

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