{"slug":"bus-commuting-by-bus-stops","topic":"How one thing tracks another","query":"transit_by_stops","title":"Milwaukee bus commuting by number of bus stops","question":"Does bus commuting by number of bus stops show a pattern in Milwaukee?","answer":"Milwaukee neighborhoods that have more bus stops per resident take the bus to work more: a clear pattern across 136 neighborhoods, correlation 0.45.","finding":"The quarter of neighborhoods that have fewer bus stops per resident average 2.0%, and the quarter that have more bus stops per resident average 8.0%. Amani is furthest from the pattern, at 29.4% with 8.1 on the other measure.","metric":"Share of workers taking transit 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; Milwaukee County Transit System (MCTS) GTFS feed.","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":"Bus stops per 1,000 residents"}],"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":"amani","name":"Amani","value":0.294,"shown":"29.4%","extra":{"x":"8.1"}},{"rank":2,"slug":"garden-homes","name":"Garden Homes","value":0.238,"shown":"23.8%","extra":{"x":"7.8"}},{"rank":3,"slug":"borchert-field","name":"Borchert Field","value":0.204,"shown":"20.4%","extra":{"x":"4.6"}},{"rank":4,"slug":"north-division","name":"North Division","value":0.196,"shown":"19.6%","extra":{"x":"13.0"}},{"rank":5,"slug":"miller-valley","name":"Miller Valley","value":0.188,"shown":"18.8%","extra":{"x":"13.9"}},{"rank":6,"slug":"mcgovern-park","name":"McGovern Park","value":0.169,"shown":"16.9%","extra":{"x":"3.9"}},{"rank":7,"slug":"triangle-north","name":"Triangle North","value":0.155,"shown":"15.5%","extra":{"x":"13.2"}},{"rank":8,"slug":"riverside-park","name":"Riverside Park","value":0.154,"shown":"15.4%","extra":{"x":"3.0"}},{"rank":9,"slug":"concordia","name":"Concordia","value":0.143,"shown":"14.3%","extra":{"x":"4.6"}},{"rank":10,"slug":"harambee","name":"Harambee","value":0.142,"shown":"14.2%","extra":{"x":"6.0"}},{"rank":11,"slug":"merrill-park","name":"Merrill Park","value":0.14,"shown":"14.0%","extra":{"x":"3.6"}},{"rank":12,"slug":"cold-spring-park","name":"Cold Spring Park","value":0.138,"shown":"13.8%","extra":{"x":"4.5"}},{"rank":13,"slug":"arlington-heights","name":"Arlington Heights","value":0.123,"shown":"12.3%","extra":{"x":"5.0"}},{"rank":13,"slug":"martin-drive","name":"Martin Drive","value":0.123,"shown":"12.3%","extra":{"x":"9.8"}},{"rank":15,"slug":"king-park","name":"King Park","value":0.117,"shown":"11.7%","extra":{"x":"9.3"}},{"rank":16,"slug":"havenwoods","name":"Havenwoods","value":0.113,"shown":"11.3%","extra":{"x":"7.6"}},{"rank":17,"slug":"franklin-heights","name":"Franklin 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