infovis   8249

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Causal Inference Animated Plots
"When you're learning econometrics, we tend to toss a bunch of methods at you. Here's multivariate OLS. Here's difference-in-difference. Here's instrumental variables. We show you how to perform them, and we tell you the assumptions necessary for them to work, but how often do we show you what they actually do? On this page, I take several popular methods for getting causal effects out of non-experimental data and provide animated plots that show you what these methods actually do to the data and how you can understand what the effects you're estimating actually ARE."
infovis  causal  statistics 
13 days ago by aapl
"HoloViews is an open-source Python library designed to make data analysis and visualization seamless and simple. With HoloViews, you can usually express what you want to do in very few lines of code, letting you focus on what you are trying to explore and convey, not on the process of plotting."
python  infovis 
22 days ago by aapl
Utilization Heat Maps
"Device utilization is a key metric for performance analysis and capacity planning. On this page I'll illustrate different ways to visualize device utilization across multiple devices, and how that utilization is changing over time."
performance  infovis  heatmap 
29 days ago by aapl
AI IN 2018: A YEAR IN REVIEW – AI Now Institute – Medium
On October 16, the AI Now Institute at NYU hosted its third annual AI Now Symposium to a packed house at NYU’s Skirball Theatre. The Symposium focused on three core themes: ethics, organizing, and…
infovis  ai  ethics  kate_crawford  meredith_whittaker  netpolicynotes 
29 days ago by mreinbold

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