Recent comments in /f/dataisbeautiful

blitzwann t1_j46rnai wrote

Since when is Manhattan a fucking city?

Edit: after looking a little more into it, it seems that more places are not actual cities, the title should be more like "top 15 areas..." This makes me think the graph itself MIGHT also be bullshit.

Tl;dr: another clickbait reddit statistic that might be false, nothing new here.

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Snoo74629 t1_j4699dn wrote

This CPI is an indicator close to the accumulated information. The line on the graph is not straight. It matches reality.

The other thing is that inflation has nothing to do with the price of gold, and placing them on the same chart is strange.

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fun-slinger t1_j466bgd wrote

This is really cool. Have you considered normalizing by available landmass per meridian? Additionally I'd love to see this done along the lines of latitude for a longer period of record. I would suspect that as climatic conditions shift to extremes/higher variability you'd see an interesting pattern with fatalities being higher in the equator lats than poleward ones.

Nic work!

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TheBroadHorizon OP t1_j464n3o wrote

Data Source: Uppsala Conflict Data Program

Tools Used: Blender, Python, Illustrator, Photoshop

This visualization shows documented conflict fatalities since 1989 as recorded by the Uppsala Conflict Data Program. Each point represents a single event in the dataset with at least one fatality plotted by date and longitude. The size of the points corresponds to the number of fatalities. The brightness corresponds to the density of points (ie. the number of events occurring in roughly the same time/place) A couple of notes about this visualization:

  • Exactly what counts as a "conflict death" is inevitably quite fuzzy. Do you count conflicts between police and criminal organizations? Political assassinations? The definitions that the UCDP uses can be found here: definitions, methodology
  • Since this visualization only accounts deaths that could be verifiably documented, it likely undercounts the true death toll in many cases, particularly in areas where outside observers have limited access. Each event is assigned a range of casualties based on the different sources that were found. This visualization used the best estimate for each event.
  • What constitutes an "event" varies throughout the dataset depending on how different conflicts were documented. In some conflicts fatalities were aggregated after the fact and appear as a handful of large points. In other conflicts the data is much more granular and is composed of a large number of smaller points.

I've also put together a variant that colours the points by continent (link), and one that plots each continent individually (link).

I've also put together a variant that colours the points by continent (link), and one that plots each continent individually (link).

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