Data Visualization – Renters at Risk of Eviction
Tonight, I saw a post about the percent of rental households facing eviction — a staggering statistic on its own, but percentages can hide large or small numbers. 22% or 55% of households facing eviction sounds awful, but how awful depends on how many households rent or own in the state. The government, however, publishes a lot of data about US households. Data profiles for 2018 are available, so I’m using the number of renters by state in 2018 to translate percentages into households.
This chart represents 18 million households facing eviction — this is housing units, not number of people. One household may be one person or it may be ten people.
Beyond the immediately obvious question of “where are all of these people going once they are evicted?, there is peripheral impact — a lot of rental units are financed. How are property owners paying when a quarter of their rental units vacant? Are their kids still going to school? The government insisted on rescuing “too big to fail” banks. Ten or twenty million homeless people across the country seems more dire. Yet our government cannot pass an unemployment extension in a timely fashion.
There’s a historical hypothesis that the relative stability of the past couple hundred years was achieved by maintaining a large middle class. People constantly plagued by poverty and starvation are open to suggested alternatives — what do you have to lose? But give 60% a little something — a decent place to live, enough food, transportation, a little extra money for “fun stuff” and you’ve got a populace invested in maintaining the status quo (however inequitable that may be). Mass unemployment and homelessness is the stuff of mass protest and revolution.
Grown Up Temper Tantrums
Death Panels
Texas is going to start sending the least likely to survive home to free up healthcare resources. A few months back, Italy had been floating some metrics for determining who got sent home and who rcv’d treatment. Had a few friends freaked out over the inhumanity of it, but … there’s a limited resource exceeded by need (and a metric may make it easier for healthcare workers charged with delivering awful news to families). To act like the choice is between this awful scenario and something awesome — like we could have this most-apt-to-survive-gets-treatment rule or everyone would immediately be treated (successfully, of course) for whatever ailment — is living in a fantasy world.
Those aren’t the choices available. What we’ve got without “least likely to survive get no treatment” seems to be either first-come-first-serve or highest-bidder. Neither of those are great algorithms for determining who is saved. A “death panel” sounds inhumane (and it’s obviously branding from an opposition group), but some outcome prediction to determine who gets treated … well, I guess it sucks for those with unlimited cash to ensure they’re always going to be the high bidder because they’ve now in the same boat as everyone else. But it’s about as close to an equitable solution as you can get in an awful situation.
One of my biggest problems with politics is the short-attention-span theatrics of it all. Both death panels and now — yeah, someone can come up with a terrifying phrase to make a solution sound unthinkable. But talk about the options and the rational for the approach for an hour and it’s a different picture.
I wish progressives would get better at branding and marketing — yeah, we’ve got death panels. But you’ve got the medical treatment auctioneer. This vial of insulin goes to the highest bidder — and Anne Rice wins this round. Sorry, all you penniless rubes. If you’re not in a coma in two hours, we’ll have another auction.
Hopefully people will be a little more understanding of treatment allocation based on predicted outcomes next time we talk about universal healthcare.
Influenza Data
Scott hypothesized that 2020 should have a fairly low rate of illness apart from SARS-CoV-2. The preventative measures taken to limit the spread of this virus should also have reduced the number of people with colds, flu, etc. There’s no way to tell for mild illnesses, but I knew the CDC tracked flu and pneumonia cases … you can link the CDC’s CSV data sources into Excel, create a Pivot table to get rows of week numbers or months & columns of year-by-year case counts, then create a chart that compares case counts year-to-year. Unfortunately, they have a new file name each week. You’ve got to find the latest URL from https://www.cdc.gov/flu/weekly/index.htm
I was surprised to see 2020 significantly higher than the previous two years through the end of April and bumping back up again between weeks 26 and 27 (late June / early July)
Broken out by state and filtered to a few states to make the chart readable, I see the same trend. 2020 is generally higher than 2019 or 2018.
The significant increase in pneumonia deaths this year? That’s probably not people who actually had pneumonia completely unrelated to SARS-CoV-2. The influenza/pneumonia data set includes an “All Deaths” column — which depicts the excess deaths for 2020 (I assume the past month or so of data is not yet finalized, as thee numbers fall off sharply in the final weeks of the data set).
The Evolution of Protests
People who have been dealing with police brutality for decades need to be remembered as protests against police violence continue. I could get brutalized for showing up at a protest, but someone with different DNA could get brutalized for walking downtown. But the evolution of BLM protests into protests against police brutality used against protesters and protests against federal policing of American cities are perfectly valid movements too. I see people who had no personal experience with police brutality who joined a protest based on their reaction to the Floyd video got to experience profiling (you’re here with a sign, so must be a violent anarchist out to smash glass), police brutality, and violent over-reactions. Brings to mind the hypothesis that military action in Iraq was a huge recruitment driver for radical groups — people who disliked abstract America policy in a non-violent way experienced that policy as friends and family became collateral damage. And wanted to “do something” to push back.
Although, that may be the point of the BLACK Lives Matter movement — that given two equally valid movements, the one impacting white people hold the nation’s attention while the equally valid concerns from a minority group fall by the wayside.
The New Caravan
Medina County Court of Common Pleas – iJEMS Wildcard Search
You can perform wildcard searches in iJEMS — to find all of the cases in the Medina County Court of Common Pleas that include zoning in the last name/business field, use the following search:
NVIDIA Driver Installation Issue – Fedora 30
NVIDIA finally released an updated driver for Scott’s laptop — one that should be compatible with the 5.x kernel. Ran through the normal process and got the following error:
Unable to load the nvidia-drm kernel module
Which … was at least new. Tried running through the installation again but not registering the driver with the kernel. Installation completed successfully, and he’s able to boot the 5.8.100 kernel.