[HN Gopher] Statistical Imaginaries: An ode to responsible data ...
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Statistical Imaginaries: An ode to responsible data science
Author : nwj
Score : 26 points
Date : 2021-12-24 02:47 UTC (20 hours ago)
(HTM) web link (zephoria.substack.com)
(TXT) w3m dump (zephoria.substack.com)
| [deleted]
| ACow_Adonis wrote:
| there doesn't seem to be any discussion of this article. But I
| feel obliged as someone who has worked with official statistics
| and data science to emphasise how much of a read it is worth.
|
| one of my constant bugbears is even finding other data people who
| can and will take into consideration the context and uncertainty
| around the data itself, for in our societies and with our current
| levels of education and numeracy, there seems to be an bordering
| mystical connection between data, numbers, and authority. even
| beauty products, junk science, and conspiracies will often try to
| convince you with numbers.
|
| and the struggle of how, as a data scientist and statistician, to
| use numbers in policy with largely innumerate policy makers and
| populations is an ongoing friction.
|
| for an example on the inherent politics of numbers from my own
| country, observe the following from our official statistics
| office:
|
| https://www.abs.gov.au/ausstats/abs@.nsf/mf/1370.0
|
| note the date of last publication. this work was subsequently
| cancelled and will no longer be updated. I'm not here to say
| whether that was right or wrong, but merely to draw awareness to
| this tension.
|
| meanwhile, while I was working in official stats, we were always
| extremely frustrated by the conspiracy theories around the likes
| of unemployment statistics or cpi. while all stats are inherently
| political, the amount of bad or invalid critiques of these
| statistics, as well as the implications that we were trying to
| generate then in some kind of conspiratorial bad faith was always
| disappointing.
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