{"slug":"bars-by-restaurants","topic":"How one thing tracks another","query":"bars_by_restaurants","title":"Milwaukee bars per resident by restaurants","question":"Does bars per resident by restaurants show a pattern in Milwaukee?","answer":"Milwaukee neighborhoods that have more restaurants per resident have more bars per resident: a strong pattern across 162 neighborhoods, correlation 0.78.","finding":"The quarter of neighborhoods that have fewer restaurants per resident average 0.1, and the quarter that have more restaurants per resident average 2.1. Clock Tower Acres is furthest from the pattern, at 10.7 with 6.0 on the other measure.","metric":"Bars 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; 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":"Restaurants 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":16.476552598225602,"shown":"16.5","extra":{"x":"25.3"}},{"rank":2,"slug":"clock-tower-acres","name":"Clock Tower Acres","value":10.727056019070321,"shown":"10.7","extra":{"x":"6.0"}},{"rank":3,"slug":"kilbourn-town","name":"Kilbourn Town","value":9.146341463414634,"shown":"9.1","extra":{"x":"17.5"}},{"rank":4,"slug":"juneau-town","name":"Juneau Town","value":7.801664355062413,"shown":"7.8","extra":{"x":"19.4"}},{"rank":5,"slug":"halyard-park","name":"Halyard Park","value":5.050505050505051,"shown":"5.1","extra":{"x":"3.0"}},{"rank":6,"slug":"harbor-view","name":"Harbor View","value":4.615384615384616,"shown":"4.6","extra":{"x":"5.6"}},{"rank":7,"slug":"walkers-point","name":"Walker's 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