{"slug":"walking-to-work-by-places-nearby","topic":"How one thing tracks another","query":"walked_by_places","title":"Milwaukee walking to work by places within a walk","question":"Does walking to work by places within a walk show a pattern in Milwaukee?","answer":"Milwaukee neighborhoods that have more places nearby walk to work more: a clear pattern across 136 neighborhoods, correlation 0.47.","finding":"The quarter of neighborhoods that have fewer places nearby average 1.3%, and the quarter that have more places nearby average 8.0%. Marquette is furthest from the pattern, at 53.1% with 241 on the other measure.","metric":"Share of workers walking to work","period":"Census ACS 2020 to 2024; Records on file today","source":{"title":"U.S. Census Bureau American Community Survey 5-year estimates, tables B01001, B19001, B25003, C16002 and B08301 by block group","url":"https://www2.census.gov/programs-surveys/acs/summary_file/2024/table-based-SF/data/5YRData/","license":"Public domain (a work of the U.S. federal government, 17 U.S.C. 105)","redistributable":true},"method":"We plot each City neighborhood on both measures and compute the Pearson correlation across the 136 that meet the floors. Sources: U.S. Census Bureau American Community Survey 5-year estimates, tables B01001, B19001, B25003, C16002 and B08301 by block group; Little Milwaukee business records, from public licenses, filings and OpenStreetMap.","caveat":"This shows a pattern across neighborhoods. It doesn't show that one thing causes the other, and it says nothing about any one person. A correlation near 0 means no straight-line pattern, and one or two unusual neighborhoods can move it.","columns":[{"key":"x","label":"Business records and bus stops within 800 meters of the center"}],"floor":"To be counted, a neighborhood has to meet the floor on both measures. Neighborhoods under that are in the table with their numbers and the reason, and aren't in the correlation.","city":[{"rank":1,"slug":"marquette","name":"Marquette","value":0.531,"shown":"53.1%","extra":{"x":"241"}},{"rank":2,"slug":"avenues-west","name":"Avenues West","value":0.308,"shown":"30.8%","extra":{"x":"212"}},{"rank":3,"slug":"downer-woods","name":"Downer Woods","value":0.241,"shown":"24.1%","extra":{"x":"80"}},{"rank":4,"slug":"cannon-park","name":"Cannon Park","value":0.218,"shown":"21.8%","extra":{"x":"42"}},{"rank":5,"slug":"historic-third-ward","name":"Historic Third Ward","value":0.21700000000000003,"shown":"21.7%","extra":{"x":"419"}},{"rank":6,"slug":"kilbourn-town","name":"Kilbourn Town","value":0.207,"shown":"20.7%","extra":{"x":"591"}},{"rank":7,"slug":"cambridge-heights","name":"Cambridge Heights","value":0.198,"shown":"19.8%","extra":{"x":"131"}},{"rank":8,"slug":"juneau-town","name":"Juneau 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