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Chart Snapshot: Functional Box Plots

The Data Visualisation Catalogue

GENTON, October 2010, Journal of Computational and Graphical Statistics 20(2) DOI:10.2307/23110490 Adjusted functional boxplots for spatio-temporal data visualization and outlier detection Sun, Y. Outlier Detection: Outliers can be identified using an empirical rule based on 1.5 times the size of the 50% central region, akin to the 1.5

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Non-contiguous Cartograms

The Data Visualisation Catalogue

js QGIS R Examples Non-contiguous isomorphic cartogram of the Czech Republic, in which the size of each district is proportional to the Catholic percentage and the color (choropleth) representing the proportion voting for the KDU-CSL party in 2010, showing a strong correlation. Tools to generate this chart with: ArcGIS D3.js

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IBM’s enduring commitment to environmental leadership

IBM Big Data Hub

Here is a snapshot of some current results: We continued making progress towards our goal of net-zero operational greenhouse gas (GHG) emissions by 2030, underscored by energy conservation; use of renewable energy; and GHG emissions reduction. Under our IBM Impact framework, we plan to continue to do this for the years to come.

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Proposals for model vulnerability and security

O'Reilly on Data

And at many companies, many different employees, consultants, and contractors have just that—and with little oversight. It’s also possible a malicious external actor could acquire unauthorized access to some or all of your training data and poison it. This is like a denial-of-service (DOS) attack on your model itself. Also record the incident.

Modeling 222
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7 Data Presentation Tips: Think, Focus, Simplify, Calibrate, Visualize++

Occam's Razor

There are three elements to our "big data" efforts, or unhyped normal data efforts: Data Collection, Data Reporting, and Data Analysis. More on that here: DC-DR-DA: A Simple Framework For Smarter Decisions.). All well and good. But there is one crucial part we often don't invest in sufficiently. The last mile. Data presentation!