{"slug":"businesses-by-bus-stops","topic":"How one thing tracks another","query":"biz_by_stops","title":"Milwaukee businesses per resident by bus stops","question":"Does businesses per resident by bus stops show a pattern in Milwaukee?","answer":"Milwaukee neighborhoods that have more bus stops per resident have more businesses per resident: a weak pattern across 162 neighborhoods, correlation 0.29.","finding":"The quarter of neighborhoods that have fewer bus stops per resident average 13.4, and the quarter that have more bus stops per resident average 24.6. The Historic Third Ward is furthest from the pattern, at 195.8 with 2.5 on the other measure.","metric":"Business records per 1,000 residents","period":"Records on file today","source":{"title":"Little Milwaukee business records, from public licenses, filings and OpenStreetMap","url":"https://littlemilwaukee.com/records","license":"CC BY 4.0, with OpenStreetMap-derived records under ODbL","redistributable":true},"method":"We plot each City neighborhood on both measures and compute the Pearson correlation across the 162 that meet the floors. Sources: Little Milwaukee business records, from public licenses, filings and OpenStreetMap; 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":"historic-third-ward","name":"Historic Third Ward","value":195.81749049429658,"shown":"195.8","extra":{"x":"2.5"}},{"rank":2,"slug":"juneau-town","name":"Juneau Town","value":102.98196948682386,"shown":"103.0","extra":{"x":"5.4"}},{"rank":3,"slug":"kilbourn-town","name":"Kilbourn Town","value":76.02896341463415,"shown":"76.0","extra":{"x":"7.6"}},{"rank":4,"slug":"halyard-park","name":"Halyard Park","value":62.62626262626263,"shown":"62.6","extra":{"x":"12.1"}},{"rank":5,"slug":"walkers-point","name":"Walker's Point","value":51.25598954552055,"shown":"51.3","extra":{"x":"6.5"}},{"rank":6,"slug":"schlitz-park","name":"Schlitz Park","value":51.15511551155116,"shown":"51.2","extra":{"x":"11.6"}},{"rank":7,"slug":"menomonee-river-valley","name":"Menomonee River Valley","value":45.08196721311476,"shown":"45.1","extra":{"x":"6.1"}},{"rank":8,"slug":"harbor-view","name":"Harbor View","value":42.56410256410256,"shown":"42.6","extra":{"x":"3.6"}},{"rank":9,"slug":"triangle-north","name":"Triangle North","value":40.37267080745342,"shown":"40.4","extra":{"x":"13.2"}},{"rank":10,"slug":"story-hill","name":"Story Hill","value":39.32244404113733,"shown":"39.3","extra":{"x":"4.8"}},{"rank":11,"slug":"haymarket","name":"Haymarket","value":38.74813710879285,"shown":"38.7","extra":{"x":"10.4"}},{"rank":12,"slug":"williamsburg","name":"Williamsburg","value":38.48431024274719,"shown":"38.5","extra":{"x":"13.0"}},{"rank":13,"slug":"southgate","name":"Southgate","value":37.4351371386212,"shown":"37.4","extra":{"x":"8.2"}},{"rank":14,"slug":"wick-field","name":"Wick Field","value":37.38317757009346,"shown":"37.4","extra":{"x":"12.0"}},{"rank":15,"slug":"tripoli-park","name":"Tripoli 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