Nathanael Rosenheim

Visualization possibilities

1

deck.gl might be a good resource: https://deck.gl/examples/scatterplot-layer/ https://deck.gl/docs https://github.com/visgl/deck.gl-data/blob/master/examples/scatterplot/manhattan.json https://github.com/visgl/deck.gl/blob/8.8-release/docs/api-reference/layers/scatterplot-layer.md https://towardsdatascience.com/displaying-geographic-information-using-custom-map-tiles-c0e3344909a4

Looking at definition of group quarters - it looks like prisons identified in data may only be for state institutions - what happens for privately run prisons? State prisons, reformatories,...

Starter document: https://docs.google.com/document/d/1kRAWTvh4Wk0oNcxTzsch1YoFHq8HCIJFdjuwO2yFGzg/edit

HUA for many counties

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The code downloads data one county at a time... but does the HUA run for all counties downloaded in a group? I think it does. It will probably be more...

[c:\Users\nathanael99\MyProjects\GitHub\intersect-community-data\pyncoda\ncoda_07a_generate_hui.py:170](file:///C:/Users/nathanael99/MyProjects/GitHub/intersect-community-data/pyncoda/ncoda_07a_generate_hui.py:170): FutureWarning: DataFrame.applymap has been deprecated. Use DataFrame.map instead. hui_incore_df_fixed = hui_incore_df.applymap(lambda cell: int(cell) if str(cell).endswith('.0') else cell)

Right now the full package is close to 90mb - but most of that is from archived notebooks and a few large images. I could delete many of the archive...

Check Poverty and Income Groups

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I think the poverty and income groups are based on 2010 dollars. Need to adjust for 2020. Income group cutoff points probably make sense for 2010 but need to be...

Looking into how to upload data for access. Part of DOE project provides access to ESS Dive. ESS Dive has tools for using API service. https://github.com/ess-dive/essdive-tutorials/tree/main Looks like it is...

Validation of 2010 to 2020 data

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Looking at Block 480410017042002 (2020) and 480410017013003 (2010) Includes Post Oak Mall Apartment Complexes: Sonoma (135 units) Huntington (248 units - built 1981) Falcon Point Condos (93 units - built...

Evidence of 2020 added noise

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In 2010 this area with commercial buildings in the block has no housing units.  In 2020 most of the commercial buildings have a housing unit - which suggests that...