{"slug":"driving-alone-by-density","topic":"How one thing tracks another","query":"alone_by_density","title":"Milwaukee driving alone by how crowded a neighborhood is","question":"Does driving alone by how crowded a neighborhood is show a pattern in Milwaukee?","answer":"Milwaukee neighborhoods that are more crowded drive alone less: a weak pattern across 136 neighborhoods, correlation -0.28.","finding":"The quarter of neighborhoods that are less crowded average 69.0%, and the quarter that are more crowded average 61.9%. Marquette is furthest from the pattern, at 26.2% with 4,704 on the other measure.","metric":"Share of workers driving to work alone","period":"Census ACS 2020 to 2024","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; U.S. Census Bureau American Community Survey 5-year estimates, tables B01003 and B11001 by block group.","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":"Residents per square kilometer"}],"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":"bradley-estates","name":"Bradley Estates","value":0.894,"shown":"89.4%","extra":{"x":"1,378"}},{"rank":2,"slug":"menomonee-river-hills-east","name":"Menomonee River Hills East","value":0.871,"shown":"87.1%","extra":{"x":"739"}},{"rank":3,"slug":"goldman-park","name":"Goldman Park","value":0.851,"shown":"85.1%","extra":{"x":"1,677"}},{"rank":3,"slug":"wedgewood","name":"Wedgewood","value":0.851,"shown":"85.1%","extra":{"x":"2,216"}},{"rank":5,"slug":"columbus-park","name":"Columbus Park","value":0.849,"shown":"84.9%","extra":{"x":"3,672"}},{"rank":6,"slug":"southpoint","name":"Southpoint","value":0.822,"shown":"82.2%","extra":{"x":"3,441"}},{"rank":7,"slug":"st-amelians","name":"St. Amelian's","value":0.821,"shown":"82.1%","extra":{"x":"2,546"}},{"rank":8,"slug":"silver-swan","name":"Silver Swan","value":0.816,"shown":"81.6%","extra":{"x":"3,287"}},{"rank":9,"slug":"copernicus-park","name":"Copernicus Park","value":0.805,"shown":"80.5%","extra":{"x":"1,724"}},{"rank":10,"slug":"wilson-park","name":"Wilson Park","value":0.8049999999999999,"shown":"80.5%","extra":{"x":"1,624"}},{"rank":11,"slug":"pheasant-run","name":"Pheasant Run","value":0.798,"shown":"79.8%","extra":{"x":"2,173"}},{"rank":12,"slug":"dineen-park","name":"Dineen Park","value":0.796,"shown":"79.6%","extra":{"x":"1,339"}},{"rank":13,"slug":"root-creek","name":"Root Creek","value":0.7950000000000002,"shown":"79.5%","extra":{"x":"2,783"}},{"rank":14,"slug":"vogel-park","name":"Vogel Park","value":0.785,"shown":"78.5%","extra":{"x":"3,145"}},{"rank":14,"slug":"wahl-park","name":"Wahl Park","value":0.785,"shown":"78.5%","extra":{"x":"2,808"}},{"rank":16,"slug":"fairview","name":"Fairview","value":0.783,"shown":"78.3%","extra":{"x":"2,771"}},{"rank":17,"slug":"capitol-heights","name":"Capitol Heights","value":0.782,"shown":"78.2%","extra":{"x":"2,877"}},{"rank":17,"slug":"tippecanoe","name":"Tippecanoe","value":0.782,"shown":"78.2%","extra":{"x":"2,471"}},{"rank":19,"slug":"euclid-park","name":"Euclid Park","value":0.777,"shown":"77.7%","extra":{"x":"2,950"}},{"rank":20,"slug":"hawley-farms","name":"Hawley Farms","value":0.776,"shown":"77.6%","extra":{"x":"2,027"}},{"rank":21,"slug":"white-manor","name":"White Manor","value":0.775,"shown":"77.5%","extra":{"x":"2,500"}},{"rank":22,"slug":"metcalfe-park","name":"Metcalfe Park","value":0.7739999999999999,"shown":"77.4%","extra":{"x":"2,672"}},{"rank":23,"slug":"gra-ram","name":"Gra-Ram","value":0.769,"shown":"76.9%","extra":{"x":"2,375"}},{"rank":24,"slug":"maple-tree","name":"Maple Tree","value":0.767,"shown":"76.7%","extra":{"x":"2,622"}},{"rank":24,"slug":"west-view","name":"West 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Heights","value":0.7539999999999999,"shown":"75.4%","extra":{"x":"4,303"}},{"rank":34,"slug":"johnsons-woods","name":"Johnson's Woods","value":0.753,"shown":"75.3%","extra":{"x":"2,846"}},{"rank":35,"slug":"river-bend","name":"River Bend","value":0.746,"shown":"74.6%","extra":{"x":"2,536"}},{"rank":36,"slug":"rolling-green","name":"Rolling Green","value":0.745,"shown":"74.5%","extra":{"x":"4,069"}},{"rank":37,"slug":"nash-park","name":"Nash Park","value":0.744,"shown":"74.4%","extra":{"x":"2,242"}},{"rank":37,"slug":"thurston-woods","name":"Thurston Woods","value":0.744,"shown":"74.4%","extra":{"x":"2,301"}},{"rank":39,"slug":"town-of-lake","name":"Town of Lake","value":0.742,"shown":"74.2%","extra":{"x":"2,005"}},{"rank":40,"slug":"mitchell-west","name":"Mitchell West","value":0.74,"shown":"74.0%","extra":{"x":"1,066"}},{"rank":41,"slug":"jackson-park","name":"Jackson Park","value":0.738,"shown":"73.8%","extra":{"x":"2,335"}},{"rank":42,"slug":"golden-valley","name":"Golden Valley","value":0.7360000000000001,"shown":"73.6%","extra":{"x":"2,532"}},{"rank":43,"slug":"muskego-way","name":"Muskego Way","value":0.732,"shown":"73.2%","extra":{"x":"8,093"}},{"rank":44,"slug":"calumet-farms","name":"Calumet Farms","value":0.73,"shown":"73.0%","extra":{"x":"468"}},{"rank":45,"slug":"park-place","name":"Park Place","value":0.7299999999999999,"shown":"73.0%","extra":{"x":"468"}},{"rank":46,"slug":"southgate","name":"Southgate","value":0.729,"shown":"72.9%","extra":{"x":"2,057"}},{"rank":47,"slug":"wyrick-park","name":"Wyrick Park","value":0.728,"shown":"72.8%","extra":{"x":"2,158"}},{"rank":48,"slug":"granville-station","name":"Granville Station","value":0.7249999999999999,"shown":"72.5%","extra":{"x":"766"}},{"rank":49,"slug":"washington-heights","name":"Washington Heights","value":0.724,"shown":"72.4%","extra":{"x":"4,296"}},{"rank":50,"slug":"honey-creek-manor","name":"Honey Creek Manor","value":0.72,"shown":"72.0%","extra":{"x":"2,623"}},{"rank":51,"slug":"lincoln-park","name":"Lincoln Park","value":0.719,"shown":"71.9%","extra":{"x":"2,072"}},{"rank":52,"slug":"fairfield","name":"Fairfield","value":0.717,"shown":"71.7%","extra":{"x":"1,496"}},{"rank":53,"slug":"old-north-milwaukee","name":"Old North Milwaukee","value":0.714,"shown":"71.4%","extra":{"x":"2,557"}},{"rank":54,"slug":"uptown","name":"Uptown","value":0.712,"shown":"71.2%","extra":{"x":"4,210"}},{"rank":55,"slug":"highwood-estates","name":"Highwood Estates","value":0.707,"shown":"70.7%","extra":{"x":"3,636"}},{"rank":56,"slug":"roosevelt-grove","name":"Roosevelt Grove","value":0.703,"shown":"70.3%","extra":{"x":"2,907"}},{"rank":57,"slug":"kops-park","name":"Kops Park","value":0.702,"shown":"70.2%","extra":{"x":"2,450"}},{"rank":58,"slug":"concordia","name":"Concordia","value":0.698,"shown":"69.8%","extra":{"x":"4,982"}},{"rank":58,"slug":"north-granville","name":"North Granville","value":0.698,"shown":"69.8%","extra":{"x":"370"}},{"rank":60,"slug":"story-hill","name":"Story Hill","value":0.697,"shown":"69.7%","extra":{"x":"945"}},{"rank":61,"slug":"havenwoods","name":"Havenwoods","value":0.696,"shown":"69.6%","extra":{"x":"605"}},{"rank":62,"slug":"timmerman-west","name":"Timmerman West","value":0.695,"shown":"69.5%","extra":{"x":"1,061"}},{"rank":62,"slug":"town-and-country-manor","name":"Town & Country Manor","value":0.695,"shown":"69.5%","extra":{"x":"1,493"}},{"rank":64,"slug":"bluemound-heights","name":"Bluemound Heights","value":0.69,"shown":"69.0%","extra":{"x":"2,648"}},{"rank":65,"slug":"alcott-park","name":"Alcott Park","value":0.688,"shown":"68.8%","extra":{"x":"2,285"}},{"rank":66,"slug":"mount-mary","name":"Mount Mary","value":0.687,"shown":"68.7%","extra":{"x":"1,721"}},{"rank":67,"slug":"lincoln-creek","name":"Lincoln Creek","value":0.684,"shown":"68.4%","extra":{"x":"3,179"}},{"rank":68,"slug":"silver-spring","name":"Silver Spring","value":0.683,"shown":"68.3%","extra":{"x":"2,838"}},{"rank":68,"slug":"woodland-court","name":"Woodland Court","value":0.683,"shown":"68.3%","extra":{"x":"4,443"}},{"rank":70,"slug":"sherman-park","name":"Sherman Park","value":0.679,"shown":"67.9%","extra":{"x":"3,427"}},{"rank":71,"slug":"valhalla","name":"Valhalla","value":0.677,"shown":"67.7%","extra":{"x":"2,263"}},{"rank":72,"slug":"layton-park","name":"Layton Park","value":0.676,"shown":"67.6%","extra":{"x":"3,985"}},{"rank":72,"slug":"lyons-park","name":"Lyons Park","value":0.676,"shown":"67.6%","extra":{"x":"3,088"}},{"rank":74,"slug":"burnham-park","name":"Burnham Park","value":0.674,"shown":"67.4%","extra":{"x":"5,382"}},{"rank":74,"slug":"saint-joseph","name":"Saint Joseph","value":0.674,"shown":"67.4%","extra":{"x":"4,481"}},{"rank":76,"slug":"sunset-heights","name":"Sunset Heights","value":0.668,"shown":"66.8%","extra":{"x":"3,580"}},{"rank":77,"slug":"grasslyn-manor","name":"Grasslyn Manor","value":0.666,"shown":"66.6%","extra":{"x":"3,449"}},{"rank":78,"slug":"franklin-heights","name":"Franklin Heights","value":0.657,"shown":"65.7%","extra":{"x":"3,059"}},{"rank":78,"slug":"morgan-heights","name":"Morgan Heights","value":0.657,"shown":"65.7%","extra":{"x":"2,434"}},{"rank":80,"slug":"borchert-field","name":"Borchert Field","value":0.656,"shown":"65.6%","extra":{"x":"2,882"}},{"rank":81,"slug":"alverno","name":"Alverno","value":0.652,"shown":"65.2%","extra":{"x":"2,070"}},{"rank":82,"slug":"florist-highlands","name":"Florist Highlands","value":0.65,"shown":"65.0%","extra":{"x":"1,167"}},{"rank":83,"slug":"clarke-square","name":"Clarke Square","value":0.649,"shown":"64.9%","extra":{"x":"7,685"}},{"rank":84,"slug":"silver-city","name":"Silver City","value":0.646,"shown":"64.6%","extra":{"x":"6,730"}},{"rank":85,"slug":"bay-view","name":"Bay View","value":0.642,"shown":"64.2%","extra":{"x":"2,463"}},{"rank":85,"slug":"northridge-lakes","name":"Northridge Lakes","value":0.642,"shown":"64.2%","extra":{"x":"2,069"}},{"rank":87,"slug":"forest-home-hills","name":"Forest Home Hills","value":0.641,"shown":"64.1%","extra":{"x":"2,990"}},{"rank":87,"slug":"murray-hill","name":"Murray Hill","value":0.641,"shown":"64.1%","extra":{"x":"5,524"}},{"rank":87,"slug":"woodlands","name":"Woodlands","value":0.641,"shown":"64.1%","extra":{"x":"2,859"}},{"rank":90,"slug":"riverwest","name":"Riverwest","value":0.635,"shown":"63.5%","extra":{"x":"3,293"}},{"rank":91,"slug":"cannon-park","name":"Cannon Park","value":0.634,"shown":"63.4%","extra":{"x":"1,785"}},{"rank":91,"slug":"long-view","name":"Long View","value":0.634,"shown":"63.4%","extra":{"x":"2,441"}},{"rank":93,"slug":"arlington-gardens","name":"Arlington Gardens","value":0.633,"shown":"63.3%","extra":{"x":"2,057"}},{"rank":94,"slug":"riverside-park","name":"Riverside Park","value":0.626,"shown":"62.6%","extra":{"x":"3,563"}},{"rank":95,"slug":"fair-park","name":"Fair 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