diff --git a/gun_violence_dashboard_data/data/meta.json b/gun_violence_dashboard_data/data/meta.json
index f8000af0..d0a27092 100644
--- a/gun_violence_dashboard_data/data/meta.json
+++ b/gun_violence_dashboard_data/data/meta.json
@@ -1 +1 @@
-{"last_updated_shootings": "2024-11-06 11:37:39", "last_updated_homicides": "2024-09-26 17:32:01"}
\ No newline at end of file
+{"last_updated_shootings": "2024-11-06 15:36:21", "last_updated_homicides": "2024-09-26 17:32:01"}
\ No newline at end of file
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2015.json b/gun_violence_dashboard_data/data/processed/shootings_2015.json
index df56ca33..84fde7ad 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2015.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2015.json
@@ -3,15 +3,15 @@
 "crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
 "features": [
 { "type": "Feature", "properties": { "dc_key": "201519131354", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/31 23:01:00", "age_group": "31 to 45", "has_court_case": false, "age": 31.0, "street_name": "ARCH ST", "block_number": 5500.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "John Barry School", "house_district": "190", "senate_district": "7", "segment_id": "588" }, "geometry": { "type": "Point", "coordinates": [ -75.23084, 39.962343 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201525106942", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/31 16:19:00", "age_group": "Older than 45", "has_court_case": true, "age": 57.0, "street_name": "N 7TH ST", "block_number": 4400.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Cayuga School", "house_district": "197", "senate_district": "3", "segment_id": "12551" }, "geometry": { "type": "Point", "coordinates": [ -75.137774, 40.019339 ] } },
 { "type": "Feature", "properties": { "dc_key": "201525106939", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/31 16:19:00", "age_group": "18 to 30", "has_court_case": true, "age": 29.0, "street_name": "N 7TH ST", "block_number": 4400.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Cayuga School", "house_district": "197", "senate_district": "3", "segment_id": "12551" }, "geometry": { "type": "Point", "coordinates": [ -75.137774, 40.019339 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201525106942", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/31 16:19:00", "age_group": "Older than 45", "has_court_case": true, "age": 57.0, "street_name": "N 7TH ST", "block_number": 4400.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Cayuga School", "house_district": "197", "senate_district": "3", "segment_id": "12551" }, "geometry": { "type": "Point", "coordinates": [ -75.137774, 40.019339 ] } },
 { "type": "Feature", "properties": { "dc_key": "201515126717", "race": "W", "sex": "F", "fatal": false, "date": "2015/12/31 10:07:00", "age_group": "Older than 45", "has_court_case": false, "age": 75.0, "street_name": "MONTAGUE ST", "block_number": 7100.0, "zip_code": "19135", "council_district": "6", "police_district": "15", "neighborhood": "Mayfair-Holmesburg", "school_name": "Edwin Forrest School", "house_district": "173", "senate_district": "5", "segment_id": "10560" }, "geometry": { "type": "Point", "coordinates": [ -75.041335, 40.033737 ] } },
 { "type": "Feature", "properties": { "dc_key": "201539104726", "race": "B", "sex": "M", "fatal": true, "date": "2015/12/31 00:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "N 25TH ST", "block_number": 3100.0, "zip_code": "19132", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "E. Washington Rhodes School", "house_district": "198", "senate_district": "7", "segment_id": "11596" }, "geometry": { "type": "Point", "coordinates": [ -75.171074, 40.002414 ] } },
 { "type": "Feature", "properties": { "dc_key": "201518088980", "race": "B", "sex": "M", "fatal": true, "date": "2015/12/30 20:03:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "MANNING ST", "block_number": 5900.0, "zip_code": "19139", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "William C. Bryant School", "house_district": "191", "senate_district": "8", "segment_id": "9731" }, "geometry": { "type": "Point", "coordinates": [ -75.239889, 39.956722 ] } },
 { "type": "Feature", "properties": { "dc_key": "201519130922", "race": "B", "sex": "M", "fatal": true, "date": "2015/12/30 19:47:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "N REDFIELD ST", "block_number": 0.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "John Barry School", "house_district": "190", "senate_district": "7", "segment_id": "13887" }, "geometry": { "type": "Point", "coordinates": [ -75.239189, 39.96295 ] } },
 { "type": "Feature", "properties": { "dc_key": "201519130779", "race": "B", "sex": "M", "fatal": true, "date": "2015/12/30 14:03:00", "age_group": "Older than 45", "has_court_case": true, "age": 57.0, "street_name": "N REDFIELD ST", "block_number": 1200.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Bluford", "house_district": "192", "senate_district": "7", "segment_id": "13891" }, "geometry": { "type": "Point", "coordinates": [ -75.238312, 39.970425 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201515126310", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/30 00:17:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "CHARLES ST", "block_number": 5300.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Wissinoming-Tacony", "school_name": "James J. Sullivan School", "house_district": "179", "senate_district": "2", "segment_id": "2383" }, "geometry": { "type": "Point", "coordinates": [ -75.071254, 40.020731 ] } },
 { "type": "Feature", "properties": { "dc_key": "201515126316", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/30 00:17:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "CHARLES ST", "block_number": 5300.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Wissinoming-Tacony", "school_name": "James J. Sullivan School", "house_district": "179", "senate_district": "2", "segment_id": "2383" }, "geometry": { "type": "Point", "coordinates": [ -75.071254, 40.020731 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201515126310", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/30 00:17:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "CHARLES ST", "block_number": 5300.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Wissinoming-Tacony", "school_name": "James J. Sullivan School", "house_district": "179", "senate_district": "2", "segment_id": "2383" }, "geometry": { "type": "Point", "coordinates": [ -75.071254, 40.020731 ] } },
 { "type": "Feature", "properties": { "dc_key": "201525106510", "race": "H", "sex": "M", "fatal": true, "date": "2015/12/29 23:45:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "N 8TH ST", "block_number": 3400.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "12601" }, "geometry": { "type": "Point", "coordinates": [ -75.142775, 40.003657 ] } },
 { "type": "Feature", "properties": { "dc_key": "201516058088", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/29 18:29:00", "age_group": "Older than 45", "has_court_case": true, "age": 48.0, "street_name": "BROWN ST", "block_number": 5000.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "1715" }, "geometry": { "type": "Point", "coordinates": [ -75.221625, 39.965706 ] } },
 { "type": "Feature", "properties": { "dc_key": "201524126177", "race": "W", "sex": "M", "fatal": false, "date": "2015/12/29 18:22:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "E VENANGO ST", "block_number": 1000.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "5134" }, "geometry": { "type": "Point", "coordinates": [ -75.109454, 40.002163 ] } },
@@ -25,13 +25,13 @@
 { "type": "Feature", "properties": { "dc_key": "201519129701", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 23:41:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "LEBANON AVE", "block_number": 6700.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Lewis C. Cassidy Academics Plus School", "house_district": "192", "senate_district": "7", "segment_id": "8971" }, "geometry": { "type": "Point", "coordinates": [ -75.254954, 39.975532 ] } },
 { "type": "Feature", "properties": { "dc_key": "201519129700", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 22:58:00", "age_group": "Younger than 18", "has_court_case": false, "age": 15.0, "street_name": "LEEDS ST", "block_number": 6700.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Lewis C. Cassidy Academics Plus School", "house_district": "192", "senate_district": "7", "segment_id": "8974" }, "geometry": { "type": "Point", "coordinates": [ -75.253955, 39.975082 ] } },
 { "type": "Feature", "properties": { "dc_key": "201522115250", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 21:46:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "N 11TH ST", "block_number": 1200.0, "zip_code": "19123", "council_district": "5", "police_district": "22", "neighborhood": "Poplar-Temple", "school_name": "Paul L. Dunbar School", "house_district": "181", "senate_district": "1", "segment_id": "10937" }, "geometry": { "type": "Point", "coordinates": [ -75.153991, 39.971654 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201524125240", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 20:41:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "E CLEARFIELD ST", "block_number": 100.0, "zip_code": "19133", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4142" }, "geometry": { "type": "Point", "coordinates": [ -75.129551, 39.996944 ] } },
 { "type": "Feature", "properties": { "dc_key": "201524125251", "race": "W", "sex": "M", "fatal": false, "date": "2015/12/26 20:41:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N LEE ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "13525" }, "geometry": { "type": "Point", "coordinates": [ -75.129028, 39.997227 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201524125240", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 20:41:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "E CLEARFIELD ST", "block_number": 100.0, "zip_code": "19133", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4142" }, "geometry": { "type": "Point", "coordinates": [ -75.129551, 39.996944 ] } },
 { "type": "Feature", "properties": { "dc_key": "201516057688", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 17:04:00", "age_group": "31 to 45", "has_court_case": false, "age": 31.0, "street_name": "N SAINT BERNARD ST", "block_number": 900.0, "zip_code": "19131", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "13948" }, "geometry": { "type": "Point", "coordinates": [ -75.220051, 39.968763 ] } },
 { "type": "Feature", "properties": { "dc_key": "201535112079", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 16:13:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "N AMERICAN ST", "block_number": 5700.0, "zip_code": "19120", "council_district": "9", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "James R. Lowell School", "house_district": "203", "senate_district": "3", "segment_id": "12733" }, "geometry": { "type": "Point", "coordinates": [ -75.126213, 40.038611 ] } },
 { "type": "Feature", "properties": { "dc_key": "201525105517", "race": "W", "sex": "F", "fatal": false, "date": "2015/12/26 05:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "MACALESTER ST", "block_number": 4200.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "9603" }, "geometry": { "type": "Point", "coordinates": [ -75.121004, 40.014323 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201525105528", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/26 05:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "MACALESTER ST", "block_number": 4200.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "9603" }, "geometry": { "type": "Point", "coordinates": [ -75.121004, 40.014323 ] } },
 { "type": "Feature", "properties": { "dc_key": "201525105518", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/26 05:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "MACALESTER ST", "block_number": 4200.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "9603" }, "geometry": { "type": "Point", "coordinates": [ -75.121004, 40.014323 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201525105528", "race": "H", "sex": "F", "fatal": false, "date": "2015/12/26 05:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "MACALESTER ST", "block_number": 4200.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "9603" }, "geometry": { "type": "Point", "coordinates": [ -75.121004, 40.014323 ] } },
 { "type": "Feature", "properties": { "dc_key": "201525105516", "race": "H", "sex": "M", "fatal": false, "date": "2015/12/26 05:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "MACALESTER ST", "block_number": 4200.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "9603" }, "geometry": { "type": "Point", "coordinates": [ -75.121004, 40.014323 ] } },
 { "type": "Feature", "properties": { "dc_key": "201516057687", "race": "B", "sex": "M", "fatal": true, "date": "2015/12/26 04:59:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "N 41ST ST", "block_number": 800.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Belmont Charter School", "house_district": "190", "senate_district": "7", "segment_id": "11962" }, "geometry": { "type": "Point", "coordinates": [ -75.205828, 39.968913 ] } },
 { "type": "Feature", "properties": { "dc_key": "201539103311", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/26 00:47:00", "age_group": "18 to 30", "has_court_case": false, "age": 30.0, "street_name": "W HUNTING PARK AVE", "block_number": 1600.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Edward T. Steel School", "house_district": "198", "senate_district": "3", "segment_id": "21713" }, "geometry": { "type": "Point", "coordinates": [ -75.151786, 40.016772 ] } },
@@ -50,17 +50,17 @@
 { "type": "Feature", "properties": { "dc_key": "201524124389", "race": "H", "sex": "M", "fatal": false, "date": "2015/12/23 20:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "ARAMINGO AVE", "block_number": 2700.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "177", "senate_district": "1", "segment_id": "522" }, "geometry": { "type": "Point", "coordinates": [ -75.116044, 39.983246 ] } },
 { "type": "Feature", "properties": { "dc_key": "201524124376", "race": "H", "sex": "M", "fatal": false, "date": "2015/12/23 19:54:00", "age_group": "Older than 45", "has_court_case": true, "age": 49.0, "street_name": "E LUZERNE ST", "block_number": 1100.0, "zip_code": "19124", "council_district": "7", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Juniata Park Academy", "house_district": "180", "senate_district": "2", "segment_id": "4549" }, "geometry": { "type": "Point", "coordinates": [ -75.105162, 40.008074 ] } },
 { "type": "Feature", "properties": { "dc_key": "201539102594", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/23 10:30:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "W ALLEGHENY AVE", "block_number": 2100.0, "zip_code": "19132", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Thomas M. Peirce School", "house_district": "198", "senate_district": "3", "segment_id": "20946" }, "geometry": { "type": "Point", "coordinates": [ -75.165005, 40.003098 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201539102508", "race": "B", "sex": "M", "fatal": false, "date": "2015/12/22 23:34:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "W LEHIGH AVE", "block_number": 2600.0, "zip_code": "19132", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Dr. Ethel Allen School", "house_district": "195", "senate_district": "7", "segment_id": "21833" }, "geometry": { "type": "Point", "coordinates": [ -75.175168, 39.996682 ] } },
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@@ -72,8 +72,8 @@
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@@ -86,28 +86,28 @@
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@@ -117,8 +117,8 @@
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@@ -164,8 +164,8 @@
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@@ -173,20 +173,20 @@
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 { "type": "Feature", "properties": { "dc_key": "201535099203", "race": "B", "sex": "M", "fatal": false, "date": "2015/11/12 14:25:00", "age_group": "18 to 30", "has_court_case": true, "age": 30.0, "street_name": "OGONTZ AVE", "block_number": 6700.0, "zip_code": "19126", "council_district": "9", "police_district": "35", "neighborhood": "Ogontz", "school_name": "Prince Hall School", "house_district": "203", "senate_district": "4", "segment_id": "14577" }, "geometry": { "type": "Point", "coordinates": [ -75.14922, 40.057288 ] } },
@@ -195,8 +195,8 @@
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@@ -207,13 +207,13 @@
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@@ -235,7 +235,7 @@
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 { "type": "Feature", "properties": { "dc_key": "201516048412", "race": "B", "sex": "M", "fatal": true, "date": "2015/10/25 22:30:00", "age_group": "31 to 45", "has_court_case": false, "age": 45.0, "street_name": "RENO ST", "block_number": 5100.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "15908" }, "geometry": { "type": "Point", "coordinates": [ -75.222579, 39.966459 ] } },
@@ -255,8 +255,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201519106501", "race": "B", "sex": "M", "fatal": false, "date": "2015/10/19 18:40:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "W BERKS ST", "block_number": 5400.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Mastery Charter School at Mann", "house_district": "192", "senate_district": "7", "segment_id": "21041" }, "geometry": { "type": "Point", "coordinates": [ -75.232088, 39.985804 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201524100980", "race": "B", "sex": "M", "fatal": false, "date": "2015/10/19 13:07:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "AMBER ST", "block_number": 2800.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "175", "senate_district": "1", "segment_id": "413" }, "geometry": { "type": "Point", "coordinates": [ -75.11821, 39.98786 ] } },
@@ -265,20 +265,20 @@
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@@ -309,8 +309,8 @@
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@@ -334,8 +334,8 @@
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@@ -358,14 +358,14 @@
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@@ -407,8 +407,8 @@
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@@ -419,16 +419,16 @@
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@@ -437,8 +437,8 @@
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@@ -498,8 +498,8 @@
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@@ -510,8 +510,8 @@
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@@ -523,22 +523,22 @@
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@@ -546,8 +546,8 @@
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@@ -560,11 +560,11 @@
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@@ -581,13 +581,13 @@
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@@ -664,8 +664,8 @@
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@@ -681,8 +681,8 @@
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@@ -707,8 +707,8 @@
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@@ -734,8 +734,8 @@
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@@ -766,9 +766,9 @@
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@@ -779,8 +779,8 @@
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@@ -808,16 +808,16 @@
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@@ -882,8 +882,8 @@
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@@ -898,9 +898,9 @@
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@@ -965,9 +965,9 @@
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@@ -986,8 +986,8 @@
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@@ -1007,9 +1007,9 @@
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@@ -1022,13 +1022,13 @@
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@@ -1088,11 +1088,11 @@
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@@ -1168,8 +1168,8 @@
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@@ -1189,8 +1189,8 @@
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@@ -1219,8 +1219,8 @@
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@@ -1279,8 +1279,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201539000505", "race": "B", "sex": "M", "fatal": true, "date": "2015/01/02 23:20:00", "age_group": "18 to 30", "has_court_case": true, "age": 24.0, "street_name": "CHALMERS AVE", "block_number": 2900.0, "zip_code": "19132", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "E. Washington Rhodes School", "house_district": "198", "senate_district": "7", "segment_id": "2333" }, "geometry": { "type": "Point", "coordinates": [ -75.176286, 39.999959 ] } },
 { "type": "Feature", "properties": { "dc_key": "201539000351", "race": "B", "sex": "M", "fatal": false, "date": "2015/01/02 15:20:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "KEYSER ST", "block_number": 4900.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "East Falls-Westside", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "8412" }, "geometry": { "type": "Point", "coordinates": [ -75.165865, 40.025438 ] } },
 { "type": "Feature", "properties": { "dc_key": "201514000262", "race": "B", "sex": "M", "fatal": false, "date": "2015/01/02 05:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "HERMAN ST", "block_number": 100.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "East Mt. Airy", "school_name": "Theodore Roosevelt School", "house_district": "201", "senate_district": "4", "segment_id": "7610" }, "geometry": { "type": "Point", "coordinates": [ -75.1759, 40.044153 ] } },
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2016.json b/gun_violence_dashboard_data/data/processed/shootings_2016.json
index 7ff98f93..256aa378 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2016.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2016.json
@@ -22,8 +22,8 @@
 { "type": "Feature", "properties": { "dc_key": "201635109868", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/25 16:50:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "FURLEY ST", "block_number": 200.0, "zip_code": "19120", "council_district": "9", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "James R. Lowell School", "house_district": "203", "senate_district": "3", "segment_id": "6427" }, "geometry": { "type": "Point", "coordinates": [ -75.124978, 40.038441 ] } },
 { "type": "Feature", "properties": { "dc_key": "201619115908", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/24 20:04:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "N EDGEWOOD ST", "block_number": 400.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Bluford", "house_district": "192", "senate_district": "7", "segment_id": "13105" }, "geometry": { "type": "Point", "coordinates": [ -75.240481, 39.968244 ] } },
 { "type": "Feature", "properties": { "dc_key": "201603071540", "race": "W", "sex": "F", "fatal": true, "date": "2016/12/24 08:53:00", "age_group": "Older than 45", "has_court_case": true, "age": 81.0, "street_name": "TITAN ST", "block_number": 500.0, "zip_code": "19147", "council_district": "1", "police_district": "3", "neighborhood": "Pennsport-Queen Village", "school_name": "Vare-Washington School", "house_district": "182", "senate_district": "1", "segment_id": "20297" }, "geometry": { "type": "Point", "coordinates": [ -75.154171, 39.932749 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201624122850", "race": "H", "sex": "M", "fatal": false, "date": "2016/12/23 23:00:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "E STELLA ST", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4995" }, "geometry": { "type": "Point", "coordinates": [ -75.126455, 39.995761 ] } },
 { "type": "Feature", "properties": { "dc_key": "201624122850", "race": "H", "sex": "M", "fatal": true, "date": "2016/12/23 23:00:00", "age_group": "Younger than 18", "has_court_case": true, "age": 17.0, "street_name": "E STELLA ST", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4995" }, "geometry": { "type": "Point", "coordinates": [ -75.126455, 39.995761 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201624122850", "race": "H", "sex": "M", "fatal": false, "date": "2016/12/23 23:00:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "E STELLA ST", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4995" }, "geometry": { "type": "Point", "coordinates": [ -75.126455, 39.995761 ] } },
 { "type": "Feature", "properties": { "dc_key": "201602074134", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/23 15:45:00", "age_group": "31 to 45", "has_court_case": true, "age": 44.0, "street_name": "SUMMERDALE AVE", "block_number": 6500.0, "zip_code": "19111", "council_district": "9", "police_district": "2", "neighborhood": "Oxford Circle", "school_name": "Laura H. Carnell School", "house_district": "202", "senate_district": "2", "segment_id": "19991" }, "geometry": { "type": "Point", "coordinates": [ -75.081358, 40.043867 ] } },
 { "type": "Feature", "properties": { "dc_key": "201622103089", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/23 05:50:00", "age_group": "18 to 30", "has_court_case": true, "age": 18.0, "street_name": "N PATTON ST", "block_number": 1900.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "James G. Blaine School", "house_district": "195", "senate_district": "3", "segment_id": "13788" }, "geometry": { "type": "Point", "coordinates": [ -75.185148, 39.986251 ] } },
 { "type": "Feature", "properties": { "dc_key": "201624122500", "race": "H", "sex": "F", "fatal": false, "date": "2016/12/22 23:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "HARTVILLE ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "7327" }, "geometry": { "type": "Point", "coordinates": [ -75.119782, 39.997084 ] } },
@@ -36,8 +36,8 @@
 { "type": "Feature", "properties": { "dc_key": "201624121046", "race": "B", "sex": "F", "fatal": false, "date": "2016/12/18 06:15:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "BOUDINOT ST", "block_number": 2800.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "1442" }, "geometry": { "type": "Point", "coordinates": [ -75.123468, 39.992137 ] } },
 { "type": "Feature", "properties": { "dc_key": "201619114089", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/18 04:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "JEFFERSON ST", "block_number": 5200.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Mastery Charter School at Mann", "house_district": "190", "senate_district": "7", "segment_id": "8170" }, "geometry": { "type": "Point", "coordinates": [ -75.227321, 39.980232 ] } },
 { "type": "Feature", "properties": { "dc_key": "201619113688", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 12:17:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "LANCASTER AVE", "block_number": 5200.0, "zip_code": "19131", "council_district": "3", "police_district": "19", "neighborhood": "Mill Creek-Parkside", "school_name": "Edward Heston School", "house_district": "190", "senate_district": "7", "segment_id": "8667" }, "geometry": { "type": "Point", "coordinates": [ -75.226987, 39.977245 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201612085635", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 12:15:00", "age_group": "Younger than 18", "has_court_case": false, "age": 16.0, "street_name": "WOODLAND AVE", "block_number": 6200.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Thomas G. Morton School", "house_district": "191", "senate_district": "8", "segment_id": "23805" }, "geometry": { "type": "Point", "coordinates": [ -75.230751, 39.928019 ] } },
 { "type": "Feature", "properties": { "dc_key": "201612085671", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 12:15:00", "age_group": "Younger than 18", "has_court_case": false, "age": 16.0, "street_name": "WOODLAND AVE", "block_number": 6200.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Thomas G. Morton School", "house_district": "191", "senate_district": "8", "segment_id": "23805" }, "geometry": { "type": "Point", "coordinates": [ -75.230751, 39.928019 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201612085635", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 12:15:00", "age_group": "Younger than 18", "has_court_case": false, "age": 16.0, "street_name": "WOODLAND AVE", "block_number": 6200.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Thomas G. Morton School", "house_district": "191", "senate_district": "8", "segment_id": "23805" }, "geometry": { "type": "Point", "coordinates": [ -75.230751, 39.928019 ] } },
 { "type": "Feature", "properties": { "dc_key": "201614100704", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 12:06:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "WAYNE AVE", "block_number": 5300.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "23134" }, "geometry": { "type": "Point", "coordinates": [ -75.173987, 40.028972 ] } },
 { "type": "Feature", "properties": { "dc_key": "201635107635", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/17 11:20:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "W WINGOHOCKING ST", "block_number": 1300.0, "zip_code": "19140", "council_district": "8", "police_district": "35", "neighborhood": "Hunting Park-Fairhill", "school_name": "Jay Cooke School", "house_district": "201", "senate_district": "3", "segment_id": "22734" }, "geometry": { "type": "Point", "coordinates": [ -75.147074, 40.021272 ] } },
 { "type": "Feature", "properties": { "dc_key": "201615121863", "race": "W", "sex": "M", "fatal": false, "date": "2016/12/17 10:19:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "DARRAH ST", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "3373" }, "geometry": { "type": "Point", "coordinates": [ -75.07692, 40.021851 ] } },
@@ -50,21 +50,21 @@
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 { "type": "Feature", "properties": { "dc_key": "201602072341", "race": "H", "sex": "M", "fatal": false, "date": "2016/12/14 03:05:00", "age_group": "18 to 30", "has_court_case": true, "age": 25.0, "street_name": "HORROCKS ST", "block_number": 7100.0, "zip_code": "19149", "council_district": "6", "police_district": "2", "neighborhood": "Oxford Circle", "school_name": "Solomon Solis-Cohen School", "house_district": "172", "senate_district": "5", "segment_id": "7824" }, "geometry": { "type": "Point", "coordinates": [ -75.064433, 40.046849 ] } },
 { "type": "Feature", "properties": { "dc_key": "201618091516", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/13 19:36:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "S 60TH ST", "block_number": 200.0, "zip_code": "19139", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "William C. Bryant School", "house_district": "191", "senate_district": "8", "segment_id": "17553" }, "geometry": { "type": "Point", "coordinates": [ -75.241753, 39.957524 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201615120454", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/13 19:21:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "FRANKFORD AVE", "block_number": 5000.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "6263" }, "geometry": { "type": "Point", "coordinates": [ -75.079634, 40.021051 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201625104649", "race": "B", "sex": "M", "fatal": true, "date": "2016/12/13 12:49:00", "age_group": "Older than 45", "has_court_case": true, "age": 49.0, "street_name": "N ORKNEY ST", "block_number": 3000.0, "zip_code": "19133", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "2", "segment_id": "13757" }, "geometry": { "type": "Point", "coordinates": [ -75.13871, 39.996625 ] } },
 { "type": "Feature", "properties": { "dc_key": "201639101357", "race": "W", "sex": "M", "fatal": false, "date": "2016/12/13 02:00:00", "age_group": "18 to 30", "has_court_case": true, "age": 28.0, "street_name": "GERMANTOWN AVE", "block_number": 3700.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Kenderton Elementary School", "house_district": "198", "senate_district": "3", "segment_id": "6566" }, "geometry": { "type": "Point", "coordinates": [ -75.151232, 40.010306 ] } },
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-{ "type": "Feature", "properties": { "dc_key": "201618091268", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/12 18:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "DELANCEY ST", "block_number": 5800.0, "zip_code": "19143", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Andrew Hamilton School", "house_district": "191", "senate_district": "8", "segment_id": "3451" }, "geometry": { "type": "Point", "coordinates": [ -75.2382, 39.955527 ] } },
 { "type": "Feature", "properties": { "dc_key": "201618091241", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/12 18:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "DELANCEY ST", "block_number": 5800.0, "zip_code": "19143", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Andrew Hamilton School", "house_district": "191", "senate_district": "8", "segment_id": "3451" }, "geometry": { "type": "Point", "coordinates": [ -75.2382, 39.955527 ] } },
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-{ "type": "Feature", "properties": { "dc_key": "201635105974", "race": "B", "sex": "M", "fatal": false, "date": "2016/12/12 17:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 42.0, "street_name": "N 3RD ST", "block_number": 5900.0, "zip_code": "19120", "council_district": "9", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "James R. Lowell School", "house_district": "203", "senate_district": "3", "segment_id": "11936" }, "geometry": { "type": "Point", "coordinates": [ -75.126595, 40.041111 ] } },
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@@ -123,11 +123,11 @@
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@@ -150,8 +150,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201608043107", "race": "W", "sex": "M", "fatal": true, "date": "2016/11/17 18:45:00", "age_group": "31 to 45", "has_court_case": true, "age": 40.0, "street_name": "FRANKFORD AVE", "block_number": 8000.0, "zip_code": "19136", "council_district": "6", "police_district": "8", "neighborhood": "Mayfair-Holmesburg", "school_name": "Joseph H. Brown School", "house_district": "173", "senate_district": "5", "segment_id": "6289" }, "geometry": { "type": "Point", "coordinates": [ -75.026648, 40.04189 ] } },
@@ -178,8 +178,8 @@
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@@ -191,8 +191,8 @@
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@@ -451,8 +451,8 @@
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@@ -476,8 +476,8 @@
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@@ -499,12 +499,12 @@
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@@ -525,28 +525,28 @@
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@@ -563,8 +563,8 @@
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@@ -877,8 +877,8 @@
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@@ -888,9 +888,9 @@
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@@ -930,8 +930,8 @@
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@@ -945,8 +945,8 @@
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@@ -958,8 +958,8 @@
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@@ -988,22 +988,22 @@
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@@ -1180,8 +1180,8 @@
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@@ -1215,8 +1215,8 @@
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@@ -1230,8 +1230,8 @@
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diff --git a/gun_violence_dashboard_data/data/processed/shootings_2017.json b/gun_violence_dashboard_data/data/processed/shootings_2017.json
index 96439ded..313635ce 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2017.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2017.json
@@ -28,13 +28,13 @@
 { "type": "Feature", "properties": { "dc_key": "201712096038", "race": "B", "sex": "F", "fatal": false, "date": "2017/12/22 23:10:00", "age_group": "Younger than 18", "has_court_case": false, "age": 4.0, "street_name": "SPRINGFIELD AVE", "block_number": 5900.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "William C. Longstreth School", "house_district": "191", "senate_district": "8", "segment_id": "19685" }, "geometry": { "type": "Point", "coordinates": [ -75.232182, 39.935111 ] } },
 { "type": "Feature", "properties": { "dc_key": "201725109529", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/22 19:05:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N 13TH ST", "block_number": 3100.0, "zip_code": "19132", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Mary M. Bethune School", "house_district": "197", "senate_district": "3", "segment_id": "11067" }, "geometry": { "type": "Point", "coordinates": [ -75.151077, 39.999777 ] } },
 { "type": "Feature", "properties": { "dc_key": "201722104725", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/22 04:38:00", "age_group": "Older than 45", "has_court_case": true, "age": 50.0, "street_name": "JEFFERSON ST", "block_number": 1400.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Sharswood-Stanton", "school_name": "General George G. Meade School", "house_district": "181", "senate_district": "3", "segment_id": "8149" }, "geometry": { "type": "Point", "coordinates": [ -75.158592, 39.975854 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201826061216", "race": "B", "sex": "F", "fatal": false, "date": "2017/12/21 22:56:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "W HUNTINGDON ST", "block_number": 600.0, "zip_code": "19133", "council_district": "5", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "John F. Hartranft School", "house_district": "181", "senate_district": "3", "segment_id": "21737" }, "geometry": { "type": "Point", "coordinates": [ -75.143995, 39.990921 ] } },
 { "type": "Feature", "properties": { "dc_key": "201726061210", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 22:56:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "W HUNTINGDON ST", "block_number": 600.0, "zip_code": "19133", "council_district": "5", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "John F. Hartranft School", "house_district": "181", "senate_district": "3", "segment_id": "21737" }, "geometry": { "type": "Point", "coordinates": [ -75.143995, 39.990921 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201826061216", "race": "B", "sex": "F", "fatal": false, "date": "2017/12/21 22:56:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "W HUNTINGDON ST", "block_number": 600.0, "zip_code": "19133", "council_district": "5", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "John F. Hartranft School", "house_district": "181", "senate_district": "3", "segment_id": "21737" }, "geometry": { "type": "Point", "coordinates": [ -75.143995, 39.990921 ] } },
 { "type": "Feature", "properties": { "dc_key": "201726061216", "race": "B", "sex": "F", "fatal": false, "date": "2017/12/21 22:56:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "W HUNTINGDON ST", "block_number": 600.0, "zip_code": "19133", "council_district": "5", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "John F. Hartranft School", "house_district": "181", "senate_district": "3", "segment_id": "21737" }, "geometry": { "type": "Point", "coordinates": [ -75.143995, 39.990921 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 21:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 21:30:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
 { "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/21 21:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
 { "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 21:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 21:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201712095739", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/21 21:30:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "DOREL ST", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3783" }, "geometry": { "type": "Point", "coordinates": [ -75.227979, 39.918113 ] } },
 { "type": "Feature", "properties": { "dc_key": "201716051191", "race": "B", "sex": "F", "fatal": false, "date": "2017/12/21 19:41:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "RENO ST", "block_number": 5100.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "15908" }, "geometry": { "type": "Point", "coordinates": [ -75.223812, 39.966355 ] } },
 { "type": "Feature", "properties": { "dc_key": "201712095668", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/21 13:59:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "WOODLAND AVE", "block_number": 5200.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Benjamin B. Comegys School", "house_district": "186", "senate_district": "8", "segment_id": "23796" }, "geometry": { "type": "Point", "coordinates": [ -75.216455, 39.938066 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724123467", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/21 13:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "E ATLANTIC ST", "block_number": 1800.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "4006" }, "geometry": { "type": "Point", "coordinates": [ -75.104462, 39.999723 ] } },
@@ -43,15 +43,15 @@
 { "type": "Feature", "properties": { "dc_key": "201717051515", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/19 21:15:00", "age_group": "Younger than 18", "has_court_case": true, "age": 17.0, "street_name": "DICKINSON ST", "block_number": 2700.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "3644" }, "geometry": { "type": "Point", "coordinates": [ -75.189552, 39.934439 ] } },
 { "type": "Feature", "properties": { "dc_key": "201717051511", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/19 20:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "S STANLEY ST", "block_number": 1300.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "18730" }, "geometry": { "type": "Point", "coordinates": [ -75.194783, 39.936879 ] } },
 { "type": "Feature", "properties": { "dc_key": "201719105508", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/18 20:32:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "W OXFORD ST", "block_number": 6000.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Overbrook Elementary School", "house_district": "192", "senate_district": "7", "segment_id": "22149" }, "geometry": { "type": "Point", "coordinates": [ -75.241978, 39.979941 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201724122626", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/18 20:10:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "EMERALD ST", "block_number": 3200.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "5590" }, "geometry": { "type": "Point", "coordinates": [ -75.11028, 39.99483 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724122626", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/18 20:10:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "EMERALD ST", "block_number": 3200.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "5590" }, "geometry": { "type": "Point", "coordinates": [ -75.11028, 39.99483 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201724122626", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/18 20:10:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "EMERALD ST", "block_number": 3200.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "5590" }, "geometry": { "type": "Point", "coordinates": [ -75.11028, 39.99483 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724122505", "race": "H", "sex": "F", "fatal": false, "date": "2017/12/18 14:20:00", "age_group": "Older than 45", "has_court_case": false, "age": 47.0, "street_name": "D ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "3320" }, "geometry": { "type": "Point", "coordinates": [ -75.121576, 39.996334 ] } },
 { "type": "Feature", "properties": { "dc_key": "201702070608", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/17 21:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "TYSON AVE", "block_number": 1500.0, "zip_code": "19149", "council_district": "6", "police_district": "2", "neighborhood": "Oxford Circle", "school_name": "Solomon Solis-Cohen School", "house_district": "202", "senate_district": "5", "segment_id": "20556" }, "geometry": { "type": "Point", "coordinates": [ -75.069588, 40.046424 ] } },
 { "type": "Feature", "properties": { "dc_key": "201715119166", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/17 18:20:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "OXFORD AVE", "block_number": 4700.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "John Marshall School", "house_district": "179", "senate_district": "2", "segment_id": "14798" }, "geometry": { "type": "Point", "coordinates": [ -75.083907, 40.017174 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724122187", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/17 13:57:00", "age_group": "Older than 45", "has_court_case": false, "age": 60.0, "street_name": "HARTVILLE ST", "block_number": 3000.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "7326" }, "geometry": { "type": "Point", "coordinates": [ -75.120184, 39.995494 ] } },
 { "type": "Feature", "properties": { "dc_key": "201701049152", "race": "A", "sex": "M", "fatal": false, "date": "2017/12/17 10:17:00", "age_group": "31 to 45", "has_court_case": true, "age": 36.0, "street_name": "S BROAD ST", "block_number": 3600.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "F. Amedee Bregy School", "house_district": "185", "senate_district": "1", "segment_id": "18034" }, "geometry": { "type": "Point", "coordinates": [ -75.174327, 39.904651 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201725107858", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/16 23:02:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "W SOMERSET ST", "block_number": 900.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Mastery Charter School at Clymer", "house_district": "181", "senate_district": "3", "segment_id": "22405" }, "geometry": { "type": "Point", "coordinates": [ -75.145878, 39.994424 ] } },
 { "type": "Feature", "properties": { "dc_key": "201725107863", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/16 23:02:00", "age_group": "Younger than 18", "has_court_case": false, "age": 15.0, "street_name": "W SOMERSET ST", "block_number": 900.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Mastery Charter School at Clymer", "house_district": "181", "senate_district": "3", "segment_id": "22405" }, "geometry": { "type": "Point", "coordinates": [ -75.145878, 39.994424 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201725107858", "race": "B", "sex": "M", "fatal": false, "date": "2017/12/16 23:02:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "W SOMERSET ST", "block_number": 900.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Mastery Charter School at Clymer", "house_district": "181", "senate_district": "3", "segment_id": "22405" }, "geometry": { "type": "Point", "coordinates": [ -75.145878, 39.994424 ] } },
 { "type": "Feature", "properties": { "dc_key": "201717051102", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/16 20:13:00", "age_group": "Older than 45", "has_court_case": false, "age": 56.0, "street_name": "POINT BREEZE AVE", "block_number": 1600.0, "zip_code": "19145", "council_district": "2", "police_district": "17", "neighborhood": "Schuylkill-Point Breeze", "school_name": "Delaplaine McDaniel School", "house_district": "186", "senate_district": "8", "segment_id": "15402" }, "geometry": { "type": "Point", "coordinates": [ -75.181899, 39.932066 ] } },
 { "type": "Feature", "properties": { "dc_key": "201715118909", "race": "B", "sex": "M", "fatal": true, "date": "2017/12/16 19:57:00", "age_group": "18 to 30", "has_court_case": true, "age": 24.0, "street_name": "BENNER ST", "block_number": 4600.0, "zip_code": "19135", "council_district": "6", "police_district": "15", "neighborhood": "Wissinoming-Tacony", "school_name": "Henry W. Lawton School", "house_district": "173", "senate_district": "5", "segment_id": "1177" }, "geometry": { "type": "Point", "coordinates": [ -75.057883, 40.018869 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724121930", "race": "H", "sex": "M", "fatal": false, "date": "2017/12/16 17:27:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "ROSEHILL ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "16403" }, "geometry": { "type": "Point", "coordinates": [ -75.124272, 39.996546 ] } },
@@ -63,11 +63,11 @@
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@@ -88,8 +88,8 @@
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@@ -115,16 +115,16 @@
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@@ -159,8 +159,8 @@
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@@ -168,16 +168,16 @@
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@@ -199,8 +199,8 @@
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@@ -246,8 +246,8 @@
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@@ -265,11 +265,11 @@
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@@ -287,9 +287,9 @@
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@@ -297,20 +297,20 @@
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@@ -328,19 +328,19 @@
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@@ -365,8 +365,8 @@
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@@ -382,27 +382,27 @@
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@@ -429,8 +429,8 @@
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@@ -460,8 +460,8 @@
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@@ -482,8 +482,8 @@
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@@ -494,10 +494,10 @@
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@@ -547,14 +547,14 @@
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@@ -577,8 +577,8 @@
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@@ -586,8 +586,8 @@
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@@ -599,14 +599,14 @@
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@@ -616,15 +616,15 @@
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@@ -637,9 +637,9 @@
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@@ -649,8 +649,8 @@
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@@ -679,8 +679,8 @@
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@@ -728,8 +728,8 @@
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@@ -751,8 +751,8 @@
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@@ -770,8 +770,8 @@
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@@ -807,8 +807,8 @@
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@@ -817,15 +817,15 @@
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@@ -837,8 +837,8 @@
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@@ -858,9 +858,9 @@
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@@ -868,8 +868,8 @@
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@@ -931,12 +931,12 @@
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@@ -944,10 +944,10 @@
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@@ -1032,8 +1032,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201715003410", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/12 20:35:00", "age_group": "31 to 45", "has_court_case": false, "age": 40.0, "street_name": "MELROSE ST", "block_number": 4500.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Allen M. Stearne School", "house_district": "177", "senate_district": "2", "segment_id": "10303" }, "geometry": { "type": "Point", "coordinates": [ -75.080633, 40.006427 ] } },
@@ -1228,8 +1228,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201739002886", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/12 18:53:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "W SEYMOUR ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "Germantown", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "22382" }, "geometry": { "type": "Point", "coordinates": [ -75.163803, 40.029236 ] } },
 { "type": "Feature", "properties": { "dc_key": "201714002855", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/11 17:32:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "BALDWIN ST", "block_number": 7800.0, "zip_code": "19150", "council_district": "9", "police_district": "14", "neighborhood": "West Oak Lane-Cedarbrook", "school_name": "Franklin S. Edmonds School", "house_district": "200", "senate_district": "4", "segment_id": "872" }, "geometry": { "type": "Point", "coordinates": [ -75.16746, 40.067104 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201715002849", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/11 12:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "N PENN ST", "block_number": 5100.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "13817" }, "geometry": { "type": "Point", "coordinates": [ -75.081065, 40.022422 ] } },
 { "type": "Feature", "properties": { "dc_key": "201715002831", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/11 12:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "N PENN ST", "block_number": 5100.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "13817" }, "geometry": { "type": "Point", "coordinates": [ -75.081065, 40.022422 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201715002849", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/11 12:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "N PENN ST", "block_number": 5100.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "13817" }, "geometry": { "type": "Point", "coordinates": [ -75.081065, 40.022422 ] } },
 { "type": "Feature", "properties": { "dc_key": "201719002771", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/11 10:46:00", "age_group": "31 to 45", "has_court_case": true, "age": 32.0, "street_name": "N 63RD ST", "block_number": 2000.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Overbrook Elementary School", "house_district": "192", "senate_district": "7", "segment_id": "12366" }, "geometry": { "type": "Point", "coordinates": [ -75.249115, 39.98735 ] } },
 { "type": "Feature", "properties": { "dc_key": "201735002442", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/10 23:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "N 5TH ST", "block_number": 4900.0, "zip_code": "19120", "council_district": "8", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "Andrew J. Morrison School", "house_district": "179", "senate_district": "3", "segment_id": "12293" }, "geometry": { "type": "Point", "coordinates": [ -75.132685, 40.026086 ] } },
 { "type": "Feature", "properties": { "dc_key": "201719002587", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/10 22:34:00", "age_group": "31 to 45", "has_court_case": false, "age": 42.0, "street_name": "N 60TH ST", "block_number": 100.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "John Barry School", "house_district": "190", "senate_district": "7", "segment_id": "12314" }, "geometry": { "type": "Point", "coordinates": [ -75.240171, 39.964495 ] } },
@@ -1256,13 +1256,13 @@
 { "type": "Feature", "properties": { "dc_key": "201719000938", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/04 13:55:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "W THOMPSON ST", "block_number": 5800.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Bluford", "house_district": "192", "senate_district": "7", "segment_id": "22579" }, "geometry": { "type": "Point", "coordinates": [ -75.236295, 39.971836 ] } },
 { "type": "Feature", "properties": { "dc_key": "201708000359", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/03 22:09:00", "age_group": "31 to 45", "has_court_case": true, "age": 38.0, "street_name": "ERDRICK ST", "block_number": 8000.0, "zip_code": "19136", "council_district": "6", "police_district": "8", "neighborhood": "Mayfair-Holmesburg", "school_name": "Joseph H. Brown School", "house_district": "173", "senate_district": "5", "segment_id": "5685" }, "geometry": { "type": "Point", "coordinates": [ -75.026444, 40.040257 ] } },
 { "type": "Feature", "properties": { "dc_key": "201726000365", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/03 20:48:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N MARSHALL ST", "block_number": 2500.0, "zip_code": "19133", "council_district": "5", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "John F. Hartranft School", "house_district": "181", "senate_district": "3", "segment_id": "13576" }, "geometry": { "type": "Point", "coordinates": [ -75.143534, 39.989816 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201715000487", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/02 11:02:00", "age_group": "31 to 45", "has_court_case": true, "age": 34.0, "street_name": "PRATT ST", "block_number": 1900.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "15539" }, "geometry": { "type": "Point", "coordinates": [ -75.072314, 40.014772 ] } },
 { "type": "Feature", "properties": { "dc_key": "201715000487", "race": "H", "sex": "M", "fatal": false, "date": "2017/01/02 11:02:00", "age_group": "18 to 30", "has_court_case": true, "age": 27.0, "street_name": "PRATT ST", "block_number": 1900.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "15539" }, "geometry": { "type": "Point", "coordinates": [ -75.072314, 40.014772 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201715000487", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/02 11:02:00", "age_group": "31 to 45", "has_court_case": true, "age": 34.0, "street_name": "PRATT ST", "block_number": 1900.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "15539" }, "geometry": { "type": "Point", "coordinates": [ -75.072314, 40.014772 ] } },
 { "type": "Feature", "properties": { "dc_key": "201725000299", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/02 08:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "N PARK AVE", "block_number": 2800.0, "zip_code": "19132", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Mastery Charter School at Clymer", "house_district": "181", "senate_district": "3", "segment_id": "13767" }, "geometry": { "type": "Point", "coordinates": [ -75.15296, 39.995416 ] } },
 { "type": "Feature", "properties": { "dc_key": "201725000459", "race": "H", "sex": "M", "fatal": false, "date": "2017/01/02 05:53:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "B ST", "block_number": 3600.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "William Cramp School", "house_district": "180", "senate_district": "2", "segment_id": "825" }, "geometry": { "type": "Point", "coordinates": [ -75.124173, 40.003887 ] } },
 { "type": "Feature", "properties": { "dc_key": "201739000034", "race": "B", "sex": "M", "fatal": true, "date": "2017/01/01 02:57:00", "age_group": "31 to 45", "has_court_case": false, "age": 41.0, "street_name": "W WILLARD ST", "block_number": 1900.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Kenderton Elementary School", "house_district": "198", "senate_district": "3", "segment_id": "22702" }, "geometry": { "type": "Point", "coordinates": [ -75.161705, 40.003835 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201739000041", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/01 02:25:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "GERMANTOWN AVE", "block_number": 4300.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Edward T. Steel School", "house_district": "198", "senate_district": "3", "segment_id": "6572" }, "geometry": { "type": "Point", "coordinates": [ -75.156224, 40.019722 ] } },
 { "type": "Feature", "properties": { "dc_key": "201739000033", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/01 02:25:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "GERMANTOWN AVE", "block_number": 4300.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Edward T. Steel School", "house_district": "198", "senate_district": "3", "segment_id": "6572" }, "geometry": { "type": "Point", "coordinates": [ -75.156224, 40.019722 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201739000041", "race": "B", "sex": "M", "fatal": false, "date": "2017/01/01 02:25:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "GERMANTOWN AVE", "block_number": 4300.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Edward T. Steel School", "house_district": "198", "senate_district": "3", "segment_id": "6572" }, "geometry": { "type": "Point", "coordinates": [ -75.156224, 40.019722 ] } },
 { "type": "Feature", "properties": { "dc_key": "201724094676", "race": "B", "sex": "F", "fatal": false, "date": "2017/09/24 12:17:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": null, "block_number": null, "zip_code": null, "council_district": null, "police_district": null, "neighborhood": null, "school_name": null, "house_district": null, "senate_district": null, "segment_id": null }, "geometry": null },
 { "type": "Feature", "properties": { "dc_key": "201739014435", "race": "B", "sex": "F", "fatal": false, "date": "2017/02/25 08:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": null, "block_number": null, "zip_code": null, "council_district": null, "police_district": null, "neighborhood": null, "school_name": null, "house_district": null, "senate_district": null, "segment_id": null }, "geometry": null }
 ]
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2018.json b/gun_violence_dashboard_data/data/processed/shootings_2018.json
index cf46f20d..c3963db6 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2018.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2018.json
@@ -2,13 +2,13 @@
 "type": "FeatureCollection",
 "crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
 "features": [
-{ "type": "Feature", "properties": { "dc_key": "201825101755", "race": "H", "sex": "M", "fatal": false, "date": "2018/12/30 22:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "W ERIE AVE", "block_number": 600.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "21420" }, "geometry": { "type": "Point", "coordinates": [ -75.139438, 40.007823 ] } },
 { "type": "Feature", "properties": { "dc_key": "201825101757", "race": "H", "sex": "M", "fatal": false, "date": "2018/12/30 22:35:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "W ERIE AVE", "block_number": 600.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "21420" }, "geometry": { "type": "Point", "coordinates": [ -75.139438, 40.007823 ] } },
 { "type": "Feature", "properties": { "dc_key": "201825101756", "race": "H", "sex": "M", "fatal": false, "date": "2018/12/30 22:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "W ERIE AVE", "block_number": 600.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "21420" }, "geometry": { "type": "Point", "coordinates": [ -75.139438, 40.007823 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201825101755", "race": "H", "sex": "M", "fatal": false, "date": "2018/12/30 22:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "W ERIE AVE", "block_number": 600.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "21420" }, "geometry": { "type": "Point", "coordinates": [ -75.139438, 40.007823 ] } },
 { "type": "Feature", "properties": { "dc_key": "201825101726", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 20:42:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "N MARVINE ST", "block_number": 3600.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Mary M. Bethune School", "house_district": "197", "senate_district": "3", "segment_id": "13626" }, "geometry": { "type": "Point", "coordinates": [ -75.147031, 40.007105 ] } },
 { "type": "Feature", "properties": { "dc_key": "201801048162", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 16:27:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "S 25TH ST", "block_number": 2300.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Stephen Girard School", "house_district": "186", "senate_district": "8", "segment_id": "17018" }, "geometry": { "type": "Point", "coordinates": [ -75.188467, 39.923824 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201839093173", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 01:29:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "WISSAHICKON AVE", "block_number": 5400.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "East Falls-Westside", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "23626" }, "geometry": { "type": "Point", "coordinates": [ -75.179242, 40.023615 ] } },
 { "type": "Feature", "properties": { "dc_key": "201839093172", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 01:29:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "WISSAHICKON AVE", "block_number": 5400.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "East Falls-Westside", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "23626" }, "geometry": { "type": "Point", "coordinates": [ -75.179242, 40.023615 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201839093173", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 01:29:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "WISSAHICKON AVE", "block_number": 5400.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "East Falls-Westside", "school_name": "John B. Kelly School", "house_district": "198", "senate_district": "3", "segment_id": "23626" }, "geometry": { "type": "Point", "coordinates": [ -75.179242, 40.023615 ] } },
 { "type": "Feature", "properties": { "dc_key": "201822104778", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/30 01:20:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N CROSKEY ST", "block_number": 1900.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Mastery Charter School at Douglass", "house_district": "195", "senate_district": "3", "segment_id": "13024" }, "geometry": { "type": "Point", "coordinates": [ -75.170985, 39.984021 ] } },
 { "type": "Feature", "properties": { "dc_key": "201819103728", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/29 22:57:00", "age_group": "Older than 45", "has_court_case": false, "age": 55.0, "street_name": "N WILTON ST", "block_number": 1700.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Edward Heston School", "house_district": "190", "senate_district": "7", "segment_id": "14164" }, "geometry": { "type": "Point", "coordinates": [ -75.226485, 39.980254 ] } },
 { "type": "Feature", "properties": { "dc_key": "201819103695", "race": "B", "sex": "M", "fatal": false, "date": "2018/12/29 22:57:00", "age_group": "Unknown", "has_court_case": false, "age": null, "street_name": "N WILTON ST", "block_number": 1700.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Edward Heston School", "house_district": "190", "senate_district": "7", "segment_id": "14164" }, "geometry": { "type": "Point", "coordinates": [ -75.226485, 39.980254 ] } },
@@ -43,8 +43,8 @@
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@@ -53,8 +53,8 @@
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@@ -69,10 +69,10 @@
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@@ -89,9 +89,9 @@
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@@ -223,8 +223,8 @@
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@@ -269,16 +269,16 @@
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@@ -288,8 +288,8 @@
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@@ -330,13 +330,13 @@
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@@ -346,8 +346,8 @@
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@@ -366,27 +366,27 @@
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@@ -396,12 +396,12 @@
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@@ -412,10 +412,10 @@
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@@ -436,8 +436,8 @@
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@@ -468,8 +468,8 @@
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@@ -505,12 +505,12 @@
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@@ -585,8 +585,8 @@
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@@ -607,9 +607,9 @@
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@@ -623,15 +623,15 @@
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@@ -643,16 +643,16 @@
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@@ -733,14 +733,14 @@
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@@ -789,8 +789,8 @@
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@@ -800,8 +800,8 @@
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@@ -851,10 +851,10 @@
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@@ -865,8 +865,8 @@
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@@ -874,16 +874,16 @@
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@@ -892,9 +892,9 @@
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@@ -910,12 +910,12 @@
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 { "type": "Feature", "properties": { "dc_key": "201812041629", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/06 15:58:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "BELMAR ST", "block_number": 5800.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "William C. Longstreth School", "house_district": "191", "senate_district": "8", "segment_id": "1116" }, "geometry": { "type": "Point", "coordinates": [ -75.231141, 39.936568 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201839038737", "race": "B", "sex": "F", "fatal": false, "date": "2018/06/05 14:11:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "W CLEARFIELD ST", "block_number": 1500.0, "zip_code": "19132", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Kenderton Elementary School", "house_district": "197", "senate_district": "3", "segment_id": "21235" }, "geometry": { "type": "Point", "coordinates": [ -75.1553, 40.000266 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201812041177", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/04 23:43:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "WOODLAND AVE", "block_number": 6600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "John M. Patterson School", "house_district": "191", "senate_district": "8", "segment_id": "23809" }, "geometry": { "type": "Point", "coordinates": [ -75.23563, 39.924591 ] } },
 { "type": "Feature", "properties": { "dc_key": "201816024201", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/04 22:29:00", "age_group": "Younger than 18", "has_court_case": false, "age": 15.0, "street_name": "HAVERFORD AVE", "block_number": 4200.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Alain Locke School", "house_district": "190", "senate_district": "7", "segment_id": "7367" }, "geometry": { "type": "Point", "coordinates": [ -75.207794, 39.96236 ] } },
@@ -923,8 +923,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201816023942", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/02 23:40:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "RENO ST", "block_number": 5100.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "15908" }, "geometry": { "type": "Point", "coordinates": [ -75.222924, 39.966418 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201825042242", "race": "H", "sex": "M", "fatal": false, "date": "2018/06/02 01:40:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "W ONTARIO ST", "block_number": 200.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Honorable Luis Munoz-Marin School", "house_district": "197", "senate_district": "2", "segment_id": "22093" }, "geometry": { "type": "Point", "coordinates": [ -75.133102, 40.002177 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201801020729", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/01 23:36:00", "age_group": "Older than 45", "has_court_case": false, "age": 50.0, "street_name": "MOORE ST", "block_number": 2200.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "South Broad-Girard Estates", "school_name": "Delaplaine McDaniel School", "house_district": "185", "senate_district": "8", "segment_id": "10642" }, "geometry": { "type": "Point", "coordinates": [ -75.18201, 39.929733 ] } },
 { "type": "Feature", "properties": { "dc_key": "201802028570", "race": "B", "sex": "M", "fatal": true, "date": "2018/06/01 22:05:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "E GODFREY AVE", "block_number": 600.0, "zip_code": "19120", "council_district": "9", "police_district": "2", "neighborhood": "Lawndale-Crescentville", "school_name": "Benjamin Franklin School", "house_district": "203", "senate_district": "2", "segment_id": "4339" }, "geometry": { "type": "Point", "coordinates": [ -75.102464, 40.038885 ] } },
 { "type": "Feature", "properties": { "dc_key": "201818034158", "race": "B", "sex": "M", "fatal": false, "date": "2018/06/01 19:21:00", "age_group": "31 to 45", "has_court_case": false, "age": 38.0, "street_name": "RANSTEAD ST", "block_number": 5100.0, "zip_code": "19139", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Global Leadership Academy at Huey", "house_district": "188", "senate_district": "7", "segment_id": "15743" }, "geometry": { "type": "Point", "coordinates": [ -75.223969, 39.958891 ] } },
@@ -936,8 +936,8 @@
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 { "type": "Feature", "properties": { "dc_key": "201802027944", "race": "A", "sex": "M", "fatal": false, "date": "2018/05/29 22:55:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "LARGE ST", "block_number": 6900.0, "zip_code": "19149", "council_district": "6", "police_district": "2", "neighborhood": "Oxford Circle", "school_name": "Solomon Solis-Cohen School", "house_district": "202", "senate_district": "5", "segment_id": "8815" }, "geometry": { "type": "Point", "coordinates": [ -75.069101, 40.044832 ] } },
 { "type": "Feature", "properties": { "dc_key": "201824044457", "race": "B", "sex": "F", "fatal": false, "date": "2018/05/29 22:29:00", "age_group": "Older than 45", "has_court_case": false, "age": 60.0, "street_name": "WEYMOUTH ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "23323" }, "geometry": { "type": "Point", "coordinates": [ -75.116944, 39.996535 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201824044438", "race": "B", "sex": "F", "fatal": false, "date": "2018/05/29 20:43:00", "age_group": "Younger than 18", "has_court_case": false, "age": 7.0, "street_name": "EMERALD ST", "block_number": 3500.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "5593" }, "geometry": { "type": "Point", "coordinates": [ -75.103175, 39.998455 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201818033210", "race": "B", "sex": "M", "fatal": false, "date": "2018/05/29 11:20:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "LOCUST ST", "block_number": 5200.0, "zip_code": "19139", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Global Leadership Academy at Huey", "house_district": "190", "senate_district": "8", "segment_id": "9348" }, "geometry": { "type": "Point", "coordinates": [ -75.226376, 39.955852 ] } },
 { "type": "Feature", "properties": { "dc_key": "201819043556", "race": "B", "sex": "M", "fatal": true, "date": "2018/05/28 21:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "CALLOWHILL ST", "block_number": 6100.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "John Barry School", "house_district": "192", "senate_district": "7", "segment_id": "1953" }, "geometry": { "type": "Point", "coordinates": [ -75.242286, 39.968407 ] } },
@@ -945,8 +945,8 @@
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@@ -961,8 +961,8 @@
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@@ -971,8 +971,8 @@
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@@ -984,8 +984,8 @@
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@@ -1017,8 +1017,8 @@
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@@ -1042,9 +1042,9 @@
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@@ -1064,8 +1064,8 @@
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@@ -1089,9 +1089,9 @@
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@@ -1103,21 +1103,21 @@
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@@ -1190,8 +1190,8 @@
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@@ -1234,9 +1234,9 @@
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@@ -1245,16 +1245,16 @@
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 { "type": "Feature", "properties": { "dc_key": "201812005186", "race": "B", "sex": "M", "fatal": true, "date": "2018/01/22 16:06:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "S 55TH ST", "block_number": 1500.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "186", "senate_district": "8", "segment_id": "17431" }, "geometry": { "type": "Point", "coordinates": [ -75.223015, 39.937653 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201803004186", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/22 01:16:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "KATER ST", "block_number": 1300.0, "zip_code": "19147", "council_district": "2", "police_district": "3", "neighborhood": "Pennsport-Queen Village", "school_name": "Andrew Jackson School", "house_district": "182", "senate_district": "1", "segment_id": "8264" }, "geometry": { "type": "Point", "coordinates": [ -75.165492, 39.943163 ] } },
 { "type": "Feature", "properties": { "dc_key": "201803004182", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/22 01:16:00", "age_group": "Older than 45", "has_court_case": false, "age": 53.0, "street_name": "KATER ST", "block_number": 1300.0, "zip_code": "19147", "council_district": "2", "police_district": "3", "neighborhood": "Pennsport-Queen Village", "school_name": "Andrew Jackson School", "house_district": "182", "senate_district": "1", "segment_id": "8264" }, "geometry": { "type": "Point", "coordinates": [ -75.165492, 39.943163 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201801002352", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/21 17:46:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "SNYDER AVE", "block_number": 2600.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Stephen Girard School", "house_district": "186", "senate_district": "8", "segment_id": "19494" }, "geometry": { "type": "Point", "coordinates": [ -75.190886, 39.927162 ] } },
 { "type": "Feature", "properties": { "dc_key": "201815005912", "race": "A", "sex": "F", "fatal": false, "date": "2018/01/21 15:23:00", "age_group": "31 to 45", "has_court_case": true, "age": 38.0, "street_name": "PRATT ST", "block_number": 1500.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "15535" }, "geometry": { "type": "Point", "coordinates": [ -75.078659, 40.022485 ] } },
 { "type": "Feature", "properties": { "dc_key": "201801002257", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/21 01:17:00", "age_group": "31 to 45", "has_court_case": false, "age": 45.0, "street_name": "S 24TH ST", "block_number": 2400.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Stephen Girard School", "house_district": "185", "senate_district": "1", "segment_id": "16999" }, "geometry": { "type": "Point", "coordinates": [ -75.187562, 39.921311 ] } },
@@ -1406,8 +1406,8 @@
 { "type": "Feature", "properties": { "dc_key": "201812004807", "race": "B", "sex": "M", "fatal": true, "date": "2018/01/20 22:07:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "REGENT ST", "block_number": 5400.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "186", "senate_district": "8", "segment_id": "15857" }, "geometry": { "type": "Point", "coordinates": [ -75.222663, 39.938567 ] } },
 { "type": "Feature", "properties": { "dc_key": "201839004669", "race": "B", "sex": "M", "fatal": true, "date": "2018/01/20 20:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "N SMEDLEY ST", "block_number": 3300.0, "zip_code": "19140", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Kenderton Elementary School", "house_district": "198", "senate_district": "3", "segment_id": "13977" }, "geometry": { "type": "Point", "coordinates": [ -75.156446, 40.004017 ] } },
 { "type": "Feature", "properties": { "dc_key": "201815005492", "race": "W", "sex": "M", "fatal": false, "date": "2018/01/19 23:48:00", "age_group": "Older than 45", "has_court_case": false, "age": 49.0, "street_name": "DITMAN ST", "block_number": 7500.0, "zip_code": "19136", "council_district": "6", "police_district": "15", "neighborhood": "Mayfair-Holmesburg", "school_name": "Edwin Forrest School", "house_district": "173", "senate_district": "5", "segment_id": "3732" }, "geometry": { "type": "Point", "coordinates": [ -75.031296, 40.033103 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201824005215", "race": "H", "sex": "M", "fatal": false, "date": "2018/01/19 20:54:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127888, 39.995171 ] } },
 { "type": "Feature", "properties": { "dc_key": "201824005220", "race": "H", "sex": "F", "fatal": false, "date": "2018/01/19 20:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127888, 39.995171 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201824005215", "race": "H", "sex": "M", "fatal": false, "date": "2018/01/19 20:54:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127888, 39.995171 ] } },
 { "type": "Feature", "properties": { "dc_key": "201824005011", "race": "H", "sex": "M", "fatal": false, "date": "2018/01/18 17:23:00", "age_group": "18 to 30", "has_court_case": true, "age": 21.0, "street_name": "FRANKFORD AVE", "block_number": 3600.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "6249" }, "geometry": { "type": "Point", "coordinates": [ -75.099897, 39.999032 ] } },
 { "type": "Feature", "properties": { "dc_key": "201806002492", "race": "B", "sex": "F", "fatal": false, "date": "2018/01/17 21:25:00", "age_group": "Older than 45", "has_court_case": false, "age": 60.0, "street_name": "N 7TH ST", "block_number": 500.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Northern Liberties-West Kensington", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12515" }, "geometry": { "type": "Point", "coordinates": [ -75.149821, 39.961562 ] } },
 { "type": "Feature", "properties": { "dc_key": "201825004390", "race": "H", "sex": "M", "fatal": true, "date": "2018/01/17 19:27:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N 6TH ST", "block_number": 3300.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Honorable Luis Munoz-Marin School", "house_district": "197", "senate_district": "2", "segment_id": "12452" }, "geometry": { "type": "Point", "coordinates": [ -75.140095, 40.001675 ] } },
@@ -1433,8 +1433,8 @@
 { "type": "Feature", "properties": { "dc_key": "201819002587", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/11 13:22:00", "age_group": "31 to 45", "has_court_case": false, "age": 37.0, "street_name": "LANSDOWNE AVE", "block_number": 6500.0, "zip_code": "19151", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Lewis C. Cassidy Academics Plus School", "house_district": "192", "senate_district": "7", "segment_id": "8717" }, "geometry": { "type": "Point", "coordinates": [ -75.249773, 39.975071 ] } },
 { "type": "Feature", "properties": { "dc_key": "201825002400", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/10 20:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "GERMANTOWN AVE", "block_number": 3500.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Mary M. Bethune School", "house_district": "197", "senate_district": "3", "segment_id": "6564" }, "geometry": { "type": "Point", "coordinates": [ -75.149846, 40.006326 ] } },
 { "type": "Feature", "properties": { "dc_key": "201826001198", "race": "W", "sex": "M", "fatal": false, "date": "2018/01/10 12:28:00", "age_group": "31 to 45", "has_court_case": false, "age": 42.0, "street_name": "W NORRIS ST", "block_number": 400.0, "zip_code": "19122", "council_district": "7", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "William McKinley School", "house_district": "181", "senate_district": "1", "segment_id": "22029" }, "geometry": { "type": "Point", "coordinates": [ -75.140754, 39.981107 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201817001070", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/09 20:20:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "S HOLLYWOOD ST", "block_number": 1700.0, "zip_code": "19145", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "18380" }, "geometry": { "type": "Point", "coordinates": [ -75.194052, 39.931914 ] } },
 { "type": "Feature", "properties": { "dc_key": "201817001061", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/09 20:20:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "S HOLLYWOOD ST", "block_number": 1700.0, "zip_code": "19145", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "18380" }, "geometry": { "type": "Point", "coordinates": [ -75.194052, 39.931914 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201817001070", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/09 20:20:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "S HOLLYWOOD ST", "block_number": 1700.0, "zip_code": "19145", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "18380" }, "geometry": { "type": "Point", "coordinates": [ -75.194052, 39.931914 ] } },
 { "type": "Feature", "properties": { "dc_key": "201812001948", "race": "B", "sex": "M", "fatal": false, "date": "2018/01/09 18:02:00", "age_group": "Younger than 18", "has_court_case": false, "age": 16.0, "street_name": "S 58TH ST", "block_number": 1200.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Add B. Anderson School", "house_district": "191", "senate_district": "8", "segment_id": "17494" }, "geometry": { "type": "Point", "coordinates": [ -75.237763, 39.943708 ] } },
 { "type": "Feature", "properties": { "dc_key": "201824001781", "race": "H", "sex": "M", "fatal": false, "date": "2018/01/08 04:35:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "EMERALD ST", "block_number": 3500.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "5593" }, "geometry": { "type": "Point", "coordinates": [ -75.103582, 39.998329 ] } },
 { "type": "Feature", "properties": { "dc_key": "201819001299", "race": "B", "sex": "M", "fatal": true, "date": "2018/01/06 18:06:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "MERION AVE", "block_number": 4700.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Mill Creek-Parkside", "school_name": "Rudolph Blankenburg School", "house_district": "190", "senate_district": "7", "segment_id": "10376" }, "geometry": { "type": "Point", "coordinates": [ -75.216397, 39.972807 ] } },
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2019.json b/gun_violence_dashboard_data/data/processed/shootings_2019.json
index 01a97919..1218f984 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2019.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2019.json
@@ -17,16 +17,16 @@
 { "type": "Feature", "properties": { "dc_key": "201924125101", "race": "B", "sex": "M", "fatal": false, "date": "2019/12/29 07:28:00", "age_group": "18 to 30", "has_court_case": true, "age": 30.0, "street_name": "REACH ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "15756" }, "geometry": { "type": "Point", "coordinates": [ -75.115999, 39.995973 ] } },
 { "type": "Feature", "properties": { "dc_key": "201912110297", "race": "B", "sex": "M", "fatal": false, "date": "2019/12/29 03:08:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "CHESTER AVE", "block_number": 5400.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "186", "senate_district": "8", "segment_id": "2504" }, "geometry": { "type": "Point", "coordinates": [ -75.223085, 39.939659 ] } },
 { "type": "Feature", "properties": { "dc_key": "201917058563", "race": "B", "sex": "M", "fatal": false, "date": "2019/12/28 22:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "DICKINSON ST", "block_number": 2700.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "3644" }, "geometry": { "type": "Point", "coordinates": [ -75.189552, 39.934439 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201917058559", "race": "B", "sex": "M", "fatal": false, "date": "2019/12/28 22:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "DICKINSON ST", "block_number": 2700.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "3644" }, "geometry": { "type": "Point", "coordinates": [ -75.189552, 39.934439 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201926055706", "race": "H", "sex": "F", "fatal": false, "date": "2019/12/27 20:07:00", "age_group": "Older than 45", "has_court_case": false, "age": 49.0, "street_name": "N LEE ST", "block_number": 2500.0, "zip_code": "19125", "council_district": "7", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "Henry A. Brown School", "house_district": "175", "senate_district": "2", "segment_id": "13522" }, "geometry": { "type": "Point", "coordinates": [ -75.130694, 39.988481 ] } },
 { "type": "Feature", "properties": { "dc_key": "201915134249", "race": "W", "sex": "M", "fatal": false, "date": "2019/12/27 12:12:00", "age_group": "Older than 45", "has_court_case": true, "age": 48.0, "street_name": "FRANKFORD AVE", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "6265" }, "geometry": { "type": "Point", "coordinates": [ -75.077337, 40.023021 ] } },
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@@ -39,8 +39,8 @@
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@@ -51,9 +51,9 @@
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@@ -96,19 +96,19 @@
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@@ -304,15 +304,15 @@
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@@ -322,20 +322,20 @@
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@@ -344,11 +344,11 @@
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@@ -361,8 +361,8 @@
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@@ -386,20 +386,20 @@
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@@ -412,9 +412,9 @@
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@@ -440,8 +440,8 @@
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@@ -460,8 +460,8 @@
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@@ -518,12 +518,12 @@
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@@ -575,8 +575,8 @@
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@@ -588,21 +588,21 @@
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@@ -644,9 +644,9 @@
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 { "type": "Feature", "properties": { "dc_key": "201922068127", "race": "B", "sex": "F", "fatal": false, "date": "2019/08/05 21:57:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "W NORRIS ST", "block_number": 2300.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "William Dick School", "house_district": "195", "senate_district": "3", "segment_id": "22048" }, "geometry": { "type": "Point", "coordinates": [ -75.171551, 39.985091 ] } },
 { "type": "Feature", "properties": { "dc_key": "201922068148", "race": "B", "sex": "M", "fatal": false, "date": "2019/08/05 21:57:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "W NORRIS ST", "block_number": 2300.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "William Dick School", "house_district": "195", "senate_district": "3", "segment_id": "22048" }, "geometry": { "type": "Point", "coordinates": [ -75.171551, 39.985091 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201906039115", "race": "B", "sex": "M", "fatal": true, "date": "2019/08/05 20:43:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "PARRISH ST", "block_number": 1300.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "Spring Garden School", "house_district": "181", "senate_district": "1", "segment_id": "14974" }, "geometry": { "type": "Point", "coordinates": [ -75.158121, 39.968501 ] } },
 { "type": "Feature", "properties": { "dc_key": "201903055044", "race": "B", "sex": "M", "fatal": true, "date": "2019/08/05 20:14:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "S MARSHALL ST", "block_number": 2300.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "Francis S. Key School", "house_district": "184", "senate_district": "1", "segment_id": "18494" }, "geometry": { "type": "Point", "coordinates": [ -75.157743, 39.92024 ] } },
 { "type": "Feature", "properties": { "dc_key": "201924076042", "race": "B", "sex": "M", "fatal": false, "date": "2019/08/05 14:55:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "HART LN", "block_number": 1800.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "175", "senate_district": "1", "segment_id": "7281" }, "geometry": { "type": "Point", "coordinates": [ -75.121538, 39.991962 ] } },
@@ -678,18 +678,18 @@
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-{ "type": "Feature", "properties": { "dc_key": "201912062786", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/28 20:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "CARROLL ST", "block_number": 2600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2107" }, "geometry": { "type": "Point", "coordinates": [ -75.233128, 39.917357 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201912062786", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/28 20:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "CARROLL ST", "block_number": 2600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2107" }, "geometry": { "type": "Point", "coordinates": [ -75.233128, 39.917357 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201912062786", "race": "B", "sex": "M", "fatal": true, "date": "2019/07/28 16:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "CARROLL ST", "block_number": 2600.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2107" }, "geometry": { "type": "Point", "coordinates": [ -75.233128, 39.917357 ] } },
 { "type": "Feature", "properties": { "dc_key": "201935069049", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/28 15:44:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "CONLYN ST", "block_number": 1400.0, "zip_code": "19141", "council_district": "8", "police_district": "35", "neighborhood": "Ogontz", "school_name": "Julia W. Howe School", "house_district": "201", "senate_district": "4", "segment_id": "2932" }, "geometry": { "type": "Point", "coordinates": [ -75.14519, 40.042379 ] } },
 { "type": "Feature", "properties": { "dc_key": "201939064619", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/28 10:45:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "DEFENSE TER", "block_number": 3200.0, "zip_code": "19129", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Thomas Mifflin School", "house_district": "194", "senate_district": "7", "segment_id": "3423" }, "geometry": { "type": "Point", "coordinates": [ -75.178931, 40.010835 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201916036243", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/27 01:50:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "LANCASTER AVE", "block_number": 3800.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "University City", "school_name": "Samuel Powel School", "house_district": "190", "senate_district": "7", "segment_id": "8653" }, "geometry": { "type": "Point", "coordinates": [ -75.197023, 39.960224 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201912062037", "race": "B", "sex": "F", "fatal": false, "date": "2019/07/26 17:08:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "S 56TH ST", "block_number": 1800.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "191", "senate_district": "8", "segment_id": "17453" }, "geometry": { "type": "Point", "coordinates": [ -75.224302, 39.936541 ] } },
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 { "type": "Feature", "properties": { "dc_key": "201925061069", "race": "H", "sex": "M", "fatal": false, "date": "2019/07/26 13:54:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "PALETHORP ST", "block_number": 4500.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Olney-Feltonville", "school_name": "Cayuga School", "house_district": "197", "senate_district": "3", "segment_id": "14879" }, "geometry": { "type": "Point", "coordinates": [ -75.128428, 40.018912 ] } },
 { "type": "Feature", "properties": { "dc_key": "201914068121", "race": "B", "sex": "M", "fatal": false, "date": "2019/07/25 21:40:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "72ND AVE", "block_number": 1900.0, "zip_code": "19138", "council_district": "9", "police_district": "14", "neighborhood": "West Oak Lane-Cedarbrook", "school_name": "William Rowen School", "house_district": "203", "senate_district": "4", "segment_id": "72" }, "geometry": { "type": "Point", "coordinates": [ -75.147538, 40.063833 ] } },
@@ -725,8 +725,8 @@
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@@ -780,8 +780,8 @@
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@@ -809,8 +809,8 @@
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@@ -827,9 +827,9 @@
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@@ -870,16 +870,16 @@
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@@ -910,9 +910,9 @@
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@@ -934,13 +934,13 @@
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@@ -952,8 +952,8 @@
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@@ -962,14 +962,14 @@
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@@ -982,8 +982,8 @@
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@@ -1071,8 +1071,8 @@
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@@ -1081,12 +1081,12 @@
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@@ -1098,10 +1098,10 @@
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@@ -1143,8 +1143,8 @@
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@@ -1167,8 +1167,8 @@
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@@ -1179,8 +1179,8 @@
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@@ -1188,8 +1188,8 @@
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@@ -1313,8 +1313,8 @@
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@@ -1349,8 +1349,8 @@
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@@ -1361,8 +1361,8 @@
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@@ -1375,8 +1375,8 @@
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@@ -1421,21 +1421,21 @@
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 { "type": "Feature", "properties": { "dc_key": "201919004565", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/15 22:11:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "W GIRARD AVE", "block_number": 5200.0, "zip_code": "19131", "council_district": "3", "police_district": "19", "neighborhood": "Mill Creek-Parkside", "school_name": "Universal Charter School at Daroff", "house_district": "190", "senate_district": "7", "segment_id": "21537" }, "geometry": { "type": "Point", "coordinates": [ -75.225901, 39.971419 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201919004596", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/15 22:11:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "W GIRARD AVE", "block_number": 5200.0, "zip_code": "19131", "council_district": "3", "police_district": "19", "neighborhood": "Mill Creek-Parkside", "school_name": "Universal Charter School at Daroff", "house_district": "190", "senate_district": "7", "segment_id": "21537" }, "geometry": { "type": "Point", "coordinates": [ -75.225901, 39.971419 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925004219", "race": "H", "sex": "M", "fatal": true, "date": "2019/01/15 20:46:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "N 6TH ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "12450" }, "geometry": { "type": "Point", "coordinates": [ -75.140825, 39.998764 ] } },
 { "type": "Feature", "properties": { "dc_key": "201935004018", "race": "B", "sex": "M", "fatal": true, "date": "2019/01/15 19:49:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "68TH AVE", "block_number": 1800.0, "zip_code": "19126", "council_district": "9", "police_district": "35", "neighborhood": "Ogontz", "school_name": "William Rowen School", "house_district": "203", "senate_district": "4", "segment_id": "50" }, "geometry": { "type": "Point", "coordinates": [ -75.148189, 40.057471 ] } },
 { "type": "Feature", "properties": { "dc_key": "201901001976", "race": "B", "sex": "M", "fatal": true, "date": "2019/01/15 18:49:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "S 20TH ST", "block_number": 2000.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "South Broad-Girard Estates", "school_name": "Stephen Girard School", "house_district": "186", "senate_district": "8", "segment_id": "16880" }, "geometry": { "type": "Point", "coordinates": [ -75.179322, 39.925803 ] } },
@@ -1454,14 +1454,14 @@
 { "type": "Feature", "properties": { "dc_key": "201924002315", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/09 02:57:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "E CAMBRIA ST", "block_number": 100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Isaac A. Sheppard School", "house_district": "180", "senate_district": "2", "segment_id": "4064" }, "geometry": { "type": "Point", "coordinates": [ -75.130063, 39.993822 ] } },
 { "type": "Feature", "properties": { "dc_key": "201912002001", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/09 01:47:00", "age_group": "31 to 45", "has_court_case": false, "age": 41.0, "street_name": "DICKS AVE", "block_number": 6700.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3658" }, "geometry": { "type": "Point", "coordinates": [ -75.23019, 39.917924 ] } },
 { "type": "Feature", "properties": { "dc_key": "201935002439", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/09 01:27:00", "age_group": "31 to 45", "has_court_case": false, "age": 36.0, "street_name": "W GRANGE AVE", "block_number": 1100.0, "zip_code": "19141", "council_district": "9", "police_district": "35", "neighborhood": "Oak Lane - Fernrock", "school_name": "Julia W. Howe School", "house_district": "201", "senate_district": "3", "segment_id": "21620" }, "geometry": { "type": "Point", "coordinates": [ -75.140036, 40.040847 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201925002102", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/08 15:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "N FRANKLIN ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "13190" }, "geometry": { "type": "Point", "coordinates": [ -75.143155, 39.998759 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201925002103", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/08 15:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "N FRANKLIN ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "13190" }, "geometry": { "type": "Point", "coordinates": [ -75.143155, 39.998759 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925002094", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/08 15:00:00", "age_group": "31 to 45", "has_court_case": false, "age": 36.0, "street_name": "N FRANKLIN ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "13190" }, "geometry": { "type": "Point", "coordinates": [ -75.143155, 39.998759 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201925002103", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/08 15:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "N FRANKLIN ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "13190" }, "geometry": { "type": "Point", "coordinates": [ -75.143155, 39.998759 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201925002102", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/08 15:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "N FRANKLIN ST", "block_number": 3100.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "13190" }, "geometry": { "type": "Point", "coordinates": [ -75.143155, 39.998759 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925002048", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/08 11:01:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "ST CHRISTOPHER DWY", "block_number": 3600.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "180", "senate_district": "2", "segment_id": "19745" }, "geometry": { "type": "Point", "coordinates": [ -75.125328, 40.006218 ] } },
 { "type": "Feature", "properties": { "dc_key": "201912001734", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/08 01:54:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "WOODLAND AVE", "block_number": 5200.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Benjamin B. Comegys School", "house_district": "186", "senate_district": "8", "segment_id": "23796" }, "geometry": { "type": "Point", "coordinates": [ -75.216455, 39.938066 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925001674", "race": "W", "sex": "F", "fatal": false, "date": "2019/01/07 03:10:00", "age_group": "31 to 45", "has_court_case": true, "age": 32.0, "street_name": "E ONTARIO ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "4679" }, "geometry": { "type": "Point", "coordinates": [ -75.116602, 40.000046 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201925001674", "race": "H", "sex": "M", "fatal": true, "date": "2019/01/07 02:55:00", "age_group": "31 to 45", "has_court_case": true, "age": 40.0, "street_name": "E ONTARIO ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "4679" }, "geometry": { "type": "Point", "coordinates": [ -75.116602, 40.000046 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925001673", "race": "W", "sex": "F", "fatal": true, "date": "2019/01/07 02:55:00", "age_group": "18 to 30", "has_court_case": true, "age": 30.0, "street_name": "E ONTARIO ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "4679" }, "geometry": { "type": "Point", "coordinates": [ -75.116602, 40.000046 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201925001674", "race": "H", "sex": "M", "fatal": true, "date": "2019/01/07 02:55:00", "age_group": "31 to 45", "has_court_case": true, "age": 40.0, "street_name": "E ONTARIO ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "4679" }, "geometry": { "type": "Point", "coordinates": [ -75.116602, 40.000046 ] } },
 { "type": "Feature", "properties": { "dc_key": "201916000866", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/06 03:19:00", "age_group": "Older than 45", "has_court_case": false, "age": 50.0, "street_name": "WESTMINSTER AVE", "block_number": 4500.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Martha Washington School", "house_district": "190", "senate_district": "7", "segment_id": "23297" }, "geometry": { "type": "Point", "coordinates": [ -75.21361, 39.969148 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925001148", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/04 20:20:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "W VENANGO ST", "block_number": 1300.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Mary M. Bethune School", "house_district": "197", "senate_district": "3", "segment_id": "22635" }, "geometry": { "type": "Point", "coordinates": [ -75.149845, 40.007433 ] } },
 { "type": "Feature", "properties": { "dc_key": "201922001092", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/04 17:20:00", "age_group": "18 to 30", "has_court_case": true, "age": 28.0, "street_name": "DIAMOND ST", "block_number": 2400.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "William Dick School", "house_district": "181", "senate_district": "3", "segment_id": "3595" }, "geometry": { "type": "Point", "coordinates": [ -75.173814, 39.986973 ] } },
@@ -1470,8 +1470,8 @@
 { "type": "Feature", "properties": { "dc_key": "201917000402", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/03 23:29:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "S RINGGOLD ST", "block_number": 1700.0, "zip_code": "19145", "council_district": "2", "police_district": "17", "neighborhood": "Schuylkill-Point Breeze", "school_name": "Delaplaine McDaniel School", "house_district": "186", "senate_district": "8", "segment_id": "18656" }, "geometry": { "type": "Point", "coordinates": [ -75.18569, 39.930474 ] } },
 { "type": "Feature", "properties": { "dc_key": "201912000349", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/02 15:50:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "DICKS AVE", "block_number": 6700.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "3658" }, "geometry": { "type": "Point", "coordinates": [ -75.230366, 39.917801 ] } },
 { "type": "Feature", "properties": { "dc_key": "201924000342", "race": "H", "sex": "M", "fatal": false, "date": "2019/01/02 10:11:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "E WISHART ST", "block_number": 100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "5255" }, "geometry": { "type": "Point", "coordinates": [ -75.12842, 39.997926 ] } },
-{ "type": "Feature", "properties": { "dc_key": "201924000350", "race": "H", "sex": "F", "fatal": false, "date": "2019/01/02 10:11:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "E WISHART ST", "block_number": 100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "5255" }, "geometry": { "type": "Point", "coordinates": [ -75.12842, 39.997926 ] } },
 { "type": "Feature", "properties": { "dc_key": "201924000391", "race": "H", "sex": "F", "fatal": false, "date": "2019/01/02 10:11:00", "age_group": "31 to 45", "has_court_case": false, "age": 31.0, "street_name": "E WISHART ST", "block_number": 100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "5255" }, "geometry": { "type": "Point", "coordinates": [ -75.12842, 39.997926 ] } },
+{ "type": "Feature", "properties": { "dc_key": "201924000350", "race": "H", "sex": "F", "fatal": false, "date": "2019/01/02 10:11:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "E WISHART ST", "block_number": 100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "5255" }, "geometry": { "type": "Point", "coordinates": [ -75.12842, 39.997926 ] } },
 { "type": "Feature", "properties": { "dc_key": "201935000130", "race": "B", "sex": "M", "fatal": false, "date": "2019/01/01 10:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "N 2ND ST", "block_number": 5700.0, "zip_code": "19120", "council_district": "9", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "James R. Lowell School", "house_district": "203", "senate_district": "3", "segment_id": "11736" }, "geometry": { "type": "Point", "coordinates": [ -75.125059, 40.037323 ] } },
 { "type": "Feature", "properties": { "dc_key": "201925000005", "race": "H", "sex": "M", "fatal": true, "date": "2019/01/01 00:14:00", "age_group": "31 to 45", "has_court_case": false, "age": 36.0, "street_name": "TAMPA ST", "block_number": 3200.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "20140" }, "geometry": { "type": "Point", "coordinates": [ -75.118428, 39.99745 ] } },
 { "type": "Feature", "properties": { "dc_key": "201914114738", "race": "B", "sex": "M", "fatal": true, "date": "2019/12/22 19:34:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "E WALNUT LN", "block_number": 7500.0, "zip_code": "19138", "council_district": "9", "police_district": "14", "neighborhood": "West Oak Lane-Cedarbrook", "school_name": "Samuel Pennypacker School", "house_district": "200", "senate_district": "4", "segment_id": "5166" }, "geometry": { "type": "Point", "coordinates": [ -75.151971, 40.070015 ] } }
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2020.json b/gun_violence_dashboard_data/data/processed/shootings_2020.json
index 5ce90040..2a12f7f3 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2020.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2020.json
@@ -40,8 +40,8 @@
 { "type": "Feature", "properties": { "dc_key": "202024090520", "race": "B", "sex": "M", "fatal": true, "date": "2020/12/25 15:36:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "F ST", "block_number": 3100.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "5744" }, "geometry": { "type": "Point", "coordinates": [ -75.117747, 39.995448 ] } },
 { "type": "Feature", "properties": { "dc_key": "202012089749", "race": "B", "sex": "M", "fatal": false, "date": "2020/12/25 15:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 37.0, "street_name": "WOODLAND AVE", "block_number": 7200.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "John M. Patterson School", "house_district": "191", "senate_district": "8", "segment_id": "23815" }, "geometry": { "type": "Point", "coordinates": [ -75.246065, 39.917279 ] } },
 { "type": "Feature", "properties": { "dc_key": "202025081966", "race": "B", "sex": "M", "fatal": false, "date": "2020/12/25 01:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "N BROAD ST", "block_number": 3400.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Mary M. Bethune School", "house_district": "197", "senate_district": "3", "segment_id": "12857" }, "geometry": { "type": "Point", "coordinates": [ -75.15192, 40.005393 ] } },
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@@ -57,8 +57,8 @@
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@@ -82,10 +82,10 @@
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 { "type": "Feature", "properties": { "dc_key": "202012088308", "race": "B", "sex": "F", "fatal": false, "date": "2020/12/18 04:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 43.0, "street_name": "S ITHAN ST", "block_number": 1600.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "186", "senate_district": "8", "segment_id": "18423" }, "geometry": { "type": "Point", "coordinates": [ -75.226723, 39.93781 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202012088307", "race": "B", "sex": "M", "fatal": false, "date": "2020/12/18 04:15:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "S ITHAN ST", "block_number": 1600.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "S. Weir Mitchell School", "house_district": "186", "senate_district": "8", "segment_id": "18423" }, "geometry": { "type": "Point", "coordinates": [ -75.226723, 39.93781 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202017034791", "race": "B", "sex": "M", "fatal": true, "date": "2020/12/16 23:08:00", "age_group": "18 to 30", "has_court_case": false, "age": 30.0, "street_name": "TASKER ST", "block_number": 2300.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Schuylkill-Point Breeze", "school_name": "Delaplaine McDaniel School", "house_district": "186", "senate_district": "8", "segment_id": "20171" }, "geometry": { "type": "Point", "coordinates": [ -75.1841, 39.932553 ] } },
@@ -150,8 +150,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202035097580", "race": "B", "sex": "M", "fatal": true, "date": "2020/12/05 02:18:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "N 8TH ST", "block_number": 5000.0, "zip_code": "19120", "council_district": "8", "police_district": "35", "neighborhood": "Logan", "school_name": "Thurgood Marshall School", "house_district": "201", "senate_district": "3", "segment_id": "12616" }, "geometry": { "type": "Point", "coordinates": [ -75.137049, 40.029337 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202035097519", "race": "B", "sex": "M", "fatal": false, "date": "2020/12/04 21:55:00", "age_group": "Younger than 18", "has_court_case": false, "age": 13.0, "street_name": "W RUSCOMB ST", "block_number": 1000.0, "zip_code": "19141", "council_district": "8", "police_district": "35", "neighborhood": "Logan", "school_name": "Lindley Academy Charter at Birney", "house_district": "201", "senate_district": "3", "segment_id": "22294" }, "geometry": { "type": "Point", "coordinates": [ -75.140016, 40.028245 ] } },
@@ -178,20 +178,20 @@
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@@ -203,16 +203,16 @@
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@@ -228,9 +228,9 @@
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@@ -247,8 +247,8 @@
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@@ -262,9 +262,9 @@
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 { "type": "Feature", "properties": { "dc_key": "202024083577", "race": "B", "sex": "M", "fatal": false, "date": "2020/11/22 15:32:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "CASTOR AVE", "block_number": 2100.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "2138" }, "geometry": { "type": "Point", "coordinates": [ -75.097933, 39.998459 ] } },
@@ -308,9 +308,9 @@
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@@ -355,8 +355,8 @@
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@@ -368,9 +368,9 @@
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@@ -379,8 +379,8 @@
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@@ -402,8 +402,8 @@
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@@ -421,8 +421,8 @@
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@@ -441,8 +441,8 @@
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@@ -528,8 +528,8 @@
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@@ -537,8 +537,8 @@
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@@ -550,8 +550,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202012075088", "race": "H", "sex": "M", "fatal": false, "date": "2020/10/14 11:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "BUIST AVE", "block_number": 6900.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "1761" }, "geometry": { "type": "Point", "coordinates": [ -75.234983, 39.916876 ] } },
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@@ -584,8 +584,8 @@
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@@ -597,11 +597,11 @@
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@@ -638,8 +638,8 @@
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@@ -672,8 +672,8 @@
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@@ -681,8 +681,8 @@
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@@ -693,10 +693,10 @@
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@@ -707,11 +707,11 @@
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@@ -809,8 +809,8 @@
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@@ -821,12 +821,12 @@
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@@ -844,8 +844,8 @@
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@@ -872,11 +872,11 @@
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@@ -932,13 +932,13 @@
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@@ -950,8 +950,8 @@
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@@ -959,8 +959,8 @@
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@@ -968,8 +968,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202024060347", "race": "H", "sex": "M", "fatal": false, "date": "2020/08/23 16:44:00", "age_group": "18 to 30", "has_court_case": true, "age": 26.0, "street_name": "N WATER ST", "block_number": 3000.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "14132" }, "geometry": { "type": "Point", "coordinates": [ -75.128682, 39.996469 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202018058433", "race": "B", "sex": "M", "fatal": false, "date": "2020/08/22 21:08:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "S 52ND ST", "block_number": 400.0, "zip_code": "19143", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Global Leadership Academy at Huey", "house_district": "190", "senate_district": "7", "segment_id": "17362" }, "geometry": { "type": "Point", "coordinates": [ -75.22644, 39.952445 ] } },
@@ -978,8 +978,8 @@
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@@ -988,23 +988,23 @@
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@@ -1506,12 +1506,12 @@
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 { "type": "Feature", "properties": { "dc_key": "202025038901", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/12 01:12:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "COLWYN ST", "block_number": 1300.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Alexander K. McClure School", "house_district": "197", "senate_district": "3", "segment_id": "2878" }, "geometry": { "type": "Point", "coordinates": [ -75.149696, 40.015585 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202025038902", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/12 01:12:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "COLWYN ST", "block_number": 1300.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Alexander K. McClure School", "house_district": "197", "senate_district": "3", "segment_id": "2878" }, "geometry": { "type": "Point", "coordinates": [ -75.149696, 40.015585 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202025038903", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/12 01:12:00", "age_group": "18 to 30", "has_court_case": false, "age": 30.0, "street_name": "COLWYN ST", "block_number": 1300.0, "zip_code": "19140", "council_district": "5", "police_district": "25", "neighborhood": "Nicetown-Tioga", "school_name": "Alexander K. McClure School", "house_district": "197", "senate_district": "3", "segment_id": "2878" }, "geometry": { "type": "Point", "coordinates": [ -75.149696, 40.015585 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202024043254", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/11 23:48:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "MALTA ST", "block_number": 3300.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "9678" }, "geometry": { "type": "Point", "coordinates": [ -75.111547, 39.99792 ] } },
@@ -1519,13 +1519,13 @@
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-{ "type": "Feature", "properties": { "dc_key": "202006024249", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 23:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N 8TH ST", "block_number": 600.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12577" }, "geometry": { "type": "Point", "coordinates": [ -75.151656, 39.962996 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202006024249", "race": "B", "sex": "M", "fatal": true, "date": "2020/06/09 23:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "N 8TH ST", "block_number": 600.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12577" }, "geometry": { "type": "Point", "coordinates": [ -75.151656, 39.962996 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202006024249", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 23:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "N 8TH ST", "block_number": 600.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12577" }, "geometry": { "type": "Point", "coordinates": [ -75.151656, 39.962996 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202006024249", "race": "B", "sex": "F", "fatal": false, "date": "2020/06/09 23:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N 8TH ST", "block_number": 600.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12577" }, "geometry": { "type": "Point", "coordinates": [ -75.151656, 39.962996 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202006024249", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 23:58:00", "age_group": "Older than 45", "has_court_case": false, "age": 57.0, "street_name": "N 8TH ST", "block_number": 600.0, "zip_code": "19123", "council_district": "5", "police_district": "6", "neighborhood": "Poplar-Temple", "school_name": "General Philip Kearny School", "house_district": "181", "senate_district": "1", "segment_id": "12577" }, "geometry": { "type": "Point", "coordinates": [ -75.151656, 39.962996 ] } },
 { "type": "Feature", "properties": { "dc_key": "202025038437", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 23:08:00", "age_group": "31 to 45", "has_court_case": false, "age": 45.0, "street_name": "N 7TH ST", "block_number": 3000.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "12538" }, "geometry": { "type": "Point", "coordinates": [ -75.142839, 39.997163 ] } },
 { "type": "Feature", "properties": { "dc_key": "202039038013", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 20:15:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "N 25TH ST", "block_number": 2800.0, "zip_code": "19132", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Thomas M. Peirce School", "house_district": "198", "senate_district": "7", "segment_id": "11593" }, "geometry": { "type": "Point", "coordinates": [ -75.172014, 39.997857 ] } },
 { "type": "Feature", "properties": { "dc_key": "202035046614", "race": "B", "sex": "M", "fatal": false, "date": "2020/06/09 00:27:00", "age_group": "Younger than 18", "has_court_case": true, "age": 15.0, "street_name": "N CAMAC ST", "block_number": 5100.0, "zip_code": "19141", "council_district": "9", "police_district": "35", "neighborhood": "Logan", "school_name": "Lindley Academy Charter at Birney", "house_district": "201", "senate_district": "3", "segment_id": "12915" }, "geometry": { "type": "Point", "coordinates": [ -75.143388, 40.030961 ] } },
@@ -1533,8 +1533,8 @@
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@@ -1587,54 +1587,54 @@
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@@ -1709,10 +1709,10 @@
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@@ -1724,21 +1724,21 @@
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@@ -1944,15 +1944,15 @@
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@@ -2014,8 +2014,8 @@
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@@ -2023,8 +2023,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202022003570", "race": "B", "sex": "M", "fatal": true, "date": "2020/01/13 12:49:00", "age_group": "18 to 30", "has_court_case": true, "age": 26.0, "street_name": "W CUMBERLAND ST", "block_number": 2600.0, "zip_code": "19132", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Richard R. Wright School", "house_district": "195", "senate_district": "7", "segment_id": "21334" }, "geometry": { "type": "Point", "coordinates": [ -75.174756, 39.99335 ] } },
 { "type": "Feature", "properties": { "dc_key": "202014003287", "race": "B", "sex": "M", "fatal": true, "date": "2020/01/13 11:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "GEORGIAN RD", "block_number": 1900.0, "zip_code": "19138", "council_district": "9", "police_district": "14", "neighborhood": "West Oak Lane-Cedarbrook", "school_name": "William Rowen School", "house_district": "203", "senate_district": "4", "segment_id": "6530" }, "geometry": { "type": "Point", "coordinates": [ -75.149897, 40.060896 ] } },
 { "type": "Feature", "properties": { "dc_key": "202022003373", "race": "B", "sex": "M", "fatal": true, "date": "2020/01/12 22:41:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "W SUSQUEHANNA AVE", "block_number": 3000.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Richard R. Wright School", "house_district": "195", "senate_district": "7", "segment_id": "22516" }, "geometry": { "type": "Point", "coordinates": [ -75.182398, 39.989852 ] } },
 { "type": "Feature", "properties": { "dc_key": "202001001610", "race": "B", "sex": "M", "fatal": false, "date": "2020/01/12 21:09:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "CANTRELL ST", "block_number": 2800.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Universal Charter School at Alcorn", "house_district": "186", "senate_district": "8", "segment_id": "2022" }, "geometry": { "type": "Point", "coordinates": [ -75.192813, 39.92685 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202024003157", "race": "H", "sex": "M", "fatal": false, "date": "2020/01/12 20:44:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127205, 39.995078 ] } },
 { "type": "Feature", "properties": { "dc_key": "202024003147", "race": "H", "sex": "M", "fatal": false, "date": "2020/01/12 20:44:00", "age_group": "18 to 30", "has_court_case": false, "age": 30.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127205, 39.995078 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202014003098", "race": "B", "sex": "M", "fatal": false, "date": "2020/01/12 16:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "E PASTORIUS ST", "block_number": 100.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "East Mt. Airy", "school_name": "Theodore Roosevelt School", "house_district": "201", "senate_district": "4", "segment_id": "4735" }, "geometry": { "type": "Point", "coordinates": [ -75.177255, 40.043859 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202024003157", "race": "H", "sex": "M", "fatal": false, "date": "2020/01/12 20:44:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "E INDIANA AVE", "block_number": 200.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4471" }, "geometry": { "type": "Point", "coordinates": [ -75.127205, 39.995078 ] } },
 { "type": "Feature", "properties": { "dc_key": "202014003101", "race": "B", "sex": "M", "fatal": false, "date": "2020/01/12 16:58:00", "age_group": "Younger than 18", "has_court_case": false, "age": 1.0, "street_name": "E PASTORIUS ST", "block_number": 100.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "East Mt. Airy", "school_name": "Theodore Roosevelt School", "house_district": "201", "senate_district": "4", "segment_id": "4735" }, "geometry": { "type": "Point", "coordinates": [ -75.177255, 40.043859 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202014003098", "race": "B", "sex": "M", "fatal": false, "date": "2020/01/12 16:58:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "E PASTORIUS ST", "block_number": 100.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "East Mt. Airy", "school_name": "Theodore Roosevelt School", "house_district": "201", "senate_district": "4", "segment_id": "4735" }, "geometry": { "type": "Point", "coordinates": [ -75.177255, 40.043859 ] } },
 { "type": "Feature", "properties": { "dc_key": "202019003123", "race": "B", "sex": "M", "fatal": true, "date": "2020/01/12 13:16:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "N 54TH ST", "block_number": 2400.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Samuel Gompers School", "house_district": "192", "senate_district": "7", "segment_id": "12164" }, "geometry": { "type": "Point", "coordinates": [ -75.233836, 39.992449 ] } },
 { "type": "Feature", "properties": { "dc_key": "202022003235", "race": "B", "sex": "M", "fatal": true, "date": "2020/01/12 05:31:00", "age_group": "Older than 45", "has_court_case": false, "age": 55.0, "street_name": "W YORK ST", "block_number": 2700.0, "zip_code": "19132", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Richard R. Wright School", "house_district": "195", "senate_district": "7", "segment_id": "22791" }, "geometry": { "type": "Point", "coordinates": [ -75.176601, 39.99208 ] } },
 { "type": "Feature", "properties": { "dc_key": "202035003380", "race": "H", "sex": "M", "fatal": false, "date": "2020/01/12 02:55:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "N 4TH ST", "block_number": 4800.0, "zip_code": "19120", "council_district": "8", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "Andrew J. Morrison School", "house_district": "179", "senate_district": "3", "segment_id": "12059" }, "geometry": { "type": "Point", "coordinates": [ -75.131019, 40.024666 ] } },
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2021.json b/gun_violence_dashboard_data/data/processed/shootings_2021.json
index 3c26f906..5d2da492 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2021.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2021.json
@@ -9,11 +9,11 @@
 { "type": "Feature", "properties": { "dc_key": "202116044518", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/31 10:05:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "N 36TH ST", "block_number": 600.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Morton McMichael School", "house_district": "195", "senate_district": "7", "segment_id": "11856" }, "geometry": { "type": "Point", "coordinates": [ -75.194809, 39.965424 ] } },
 { "type": "Feature", "properties": { "dc_key": "202124086192", "race": "W", "sex": "M", "fatal": true, "date": "2021/12/31 01:55:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "A ST", "block_number": 3000.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Hunting Park-Fairhill", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "101" }, "geometry": { "type": "Point", "coordinates": [ -75.128029, 39.995311 ] } },
 { "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 29.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 21.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
 { "type": "Feature", "properties": { "dc_key": "202114067382", "race": "W", "sex": "F", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 21.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
 { "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 21.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202114067382", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 23:46:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "COLLOM ST", "block_number": 0.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Mastery Charter School at Wister", "house_district": "198", "senate_district": "4", "segment_id": "2865" }, "geometry": { "type": "Point", "coordinates": [ -75.166122, 40.030632 ] } },
 { "type": "Feature", "properties": { "dc_key": "202112080909", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 21:12:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "LINDBERGH BLVD", "block_number": 6800.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "9199" }, "geometry": { "type": "Point", "coordinates": [ -75.228637, 39.912221 ] } },
 { "type": "Feature", "properties": { "dc_key": "202101022871", "race": "B", "sex": "M", "fatal": true, "date": "2021/12/30 17:13:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "JACKSON ST", "block_number": 2600.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Stephen Girard School", "house_district": "186", "senate_district": "8", "segment_id": "8022" }, "geometry": { "type": "Point", "coordinates": [ -75.191131, 39.925535 ] } },
 { "type": "Feature", "properties": { "dc_key": "202101022871", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 17:13:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "JACKSON ST", "block_number": 2600.0, "zip_code": "19145", "council_district": "2", "police_district": "1", "neighborhood": "Grays Ferry-Passyunk", "school_name": "Stephen Girard School", "house_district": "186", "senate_district": "8", "segment_id": "8022" }, "geometry": { "type": "Point", "coordinates": [ -75.191131, 39.925535 ] } },
@@ -21,8 +21,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202119070727", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 12:40:00", "age_group": "Younger than 18", "has_court_case": false, "age": 14.0, "street_name": "ARCH ST", "block_number": 5600.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Daroff", "house_district": "190", "senate_district": "7", "segment_id": "589" }, "geometry": { "type": "Point", "coordinates": [ -75.233686, 39.962755 ] } },
 { "type": "Feature", "properties": { "dc_key": "202116044403", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/30 00:28:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "WESTMINSTER AVE", "block_number": 5100.0, "zip_code": "19131", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "James Rhoads School", "house_district": "190", "senate_district": "7", "segment_id": "23303" }, "geometry": { "type": "Point", "coordinates": [ -75.223393, 39.968285 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202119070576", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/29 21:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "WYALUSING AVE", "block_number": 5500.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Daroff", "house_district": "192", "senate_district": "7", "segment_id": "23875" }, "geometry": { "type": "Point", "coordinates": [ -75.231122, 39.968907 ] } },
 { "type": "Feature", "properties": { "dc_key": "202119070576", "race": "B", "sex": "M", "fatal": false, "date": "2021/12/29 21:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "WYALUSING AVE", "block_number": 5500.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Daroff", "house_district": "192", "senate_district": "7", "segment_id": "23875" }, "geometry": { "type": "Point", "coordinates": [ -75.231122, 39.968907 ] } },
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@@ -34,19 +34,19 @@
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 { "type": "Feature", "properties": { "dc_key": "202119069925", "race": "B", "sex": "M", "fatal": true, "date": "2021/12/25 10:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 40.0, "street_name": "N YEWDALL ST", "block_number": 100.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Daroff", "house_district": "190", "senate_district": "7", "segment_id": "14189" }, "geometry": { "type": "Point", "coordinates": [ -75.228598, 39.963401 ] } },
@@ -94,24 +94,24 @@
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@@ -129,8 +129,8 @@
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@@ -155,16 +155,16 @@
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@@ -205,8 +205,8 @@
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@@ -265,17 +265,17 @@
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@@ -284,8 +284,8 @@
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@@ -333,14 +333,14 @@
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@@ -381,8 +381,8 @@
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@@ -403,9 +403,9 @@
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 { "type": "Feature", "properties": { "dc_key": "202122067072", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/30 00:15:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "DIAMOND ST", "block_number": 1000.0, "zip_code": "19122", "council_district": "5", "police_district": "22", "neighborhood": "Poplar-Temple", "school_name": "Paul L. Dunbar School", "house_district": "181", "senate_district": "3", "segment_id": "3581" }, "geometry": { "type": "Point", "coordinates": [ -75.151211, 39.983967 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202125065971", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/28 18:30:00", "age_group": "31 to 45", "has_court_case": false, "age": 45.0, "street_name": "W BUTLER ST", "block_number": 700.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Bayard Taylor School", "house_district": "197", "senate_district": "3", "segment_id": "21070" }, "geometry": { "type": "Point", "coordinates": [ -75.140265, 40.009425 ] } },
 { "type": "Feature", "properties": { "dc_key": "202107025105", "race": "W", "sex": "F", "fatal": false, "date": "2021/10/28 09:15:00", "age_group": "18 to 30", "has_court_case": true, "age": 29.0, "street_name": "WELTON ST", "block_number": 800.0, "zip_code": "19116", "council_district": "10", "police_district": "7", "neighborhood": "Somerton", "school_name": "Watson Comly School", "house_district": "170", "senate_district": "5", "segment_id": "23267" }, "geometry": { "type": "Point", "coordinates": [ -75.013481, 40.1173 ] } },
 { "type": "Feature", "properties": { "dc_key": "202112069733", "race": "B", "sex": "F", "fatal": false, "date": "2021/10/28 01:51:00", "age_group": "31 to 45", "has_court_case": true, "age": 33.0, "street_name": "BROOMALL ST", "block_number": 5500.0, "zip_code": "19143", "council_district": "3", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Avery D. Harrington School", "house_district": "188", "senate_district": "8", "segment_id": "1646" }, "geometry": { "type": "Point", "coordinates": [ -75.232732, 39.944036 ] } },
@@ -415,21 +415,21 @@
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 { "type": "Feature", "properties": { "dc_key": "202114055898", "race": "B", "sex": "F", "fatal": false, "date": "2021/10/26 18:23:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "E RITTENHOUSE ST", "block_number": 300.0, "zip_code": "19144", "council_district": "8", "police_district": "14", "neighborhood": "Germantown", "school_name": "Theodore Roosevelt School", "house_district": "201", "senate_district": "4", "segment_id": "4786" }, "geometry": { "type": "Point", "coordinates": [ -75.171723, 40.041037 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202114055800", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/26 09:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "RODNEY ST", "block_number": 8000.0, "zip_code": "19150", "council_district": "9", "police_district": "14", "neighborhood": "West Oak Lane-Cedarbrook", "school_name": "Franklin S. Edmonds School", "house_district": "200", "senate_district": "4", "segment_id": "16357" }, "geometry": { "type": "Point", "coordinates": [ -75.175298, 40.068821 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202122066013", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/25 14:36:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "N CARLISLE ST", "block_number": 2300.0, "zip_code": "19132", "council_district": "5", "police_district": "22", "neighborhood": "Sharswood-Stanton", "school_name": "Tanner G. Duckrey School", "house_district": "197", "senate_district": "3", "segment_id": "12942" }, "geometry": { "type": "Point", "coordinates": [ -75.156783, 39.988083 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202139057175", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/25 10:09:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "W CLEARFIELD ST", "block_number": 2500.0, "zip_code": "19132", "council_district": "4", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "E. Washington Rhodes School", "house_district": "198", "senate_district": "7", "segment_id": "21243" }, "geometry": { "type": "Point", "coordinates": [ -75.1711, 40.002306 ] } },
 { "type": "Feature", "properties": { "dc_key": "202112069010", "race": "B", "sex": "F", "fatal": false, "date": "2021/10/24 20:34:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "SUFFOLK AVE", "block_number": 7600.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Airport-Navy Yard", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "1", "segment_id": "19957" }, "geometry": { "type": "Point", "coordinates": [ -75.239045, 39.903578 ] } },
 { "type": "Feature", "properties": { "dc_key": "202112069010", "race": "B", "sex": "M", "fatal": true, "date": "2021/10/24 20:34:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "SUFFOLK AVE", "block_number": 7600.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Airport-Navy Yard", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "1", "segment_id": "19957" }, "geometry": { "type": "Point", "coordinates": [ -75.239045, 39.903578 ] } },
 { "type": "Feature", "properties": { "dc_key": "202126037444", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/24 20:03:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "N HANCOCK ST", "block_number": 2400.0, "zip_code": "19133", "council_district": "7", "police_district": "26", "neighborhood": "Northern Liberties-West Kensington", "school_name": "William H. Hunter School", "house_district": "197", "senate_district": "2", "segment_id": "13336" }, "geometry": { "type": "Point", "coordinates": [ -75.134498, 39.987819 ] } },
 { "type": "Feature", "properties": { "dc_key": "202122065860", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/24 19:29:00", "age_group": "31 to 45", "has_court_case": false, "age": 41.0, "street_name": "N BOUVIER ST", "block_number": 2300.0, "zip_code": "19132", "council_district": "5", "police_district": "22", "neighborhood": "Sharswood-Stanton", "school_name": "Tanner G. Duckrey School", "house_district": "181", "senate_district": "3", "segment_id": "12808" }, "geometry": { "type": "Point", "coordinates": [ -75.161588, 39.989319 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202118057343", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/24 17:07:00", "age_group": "Younger than 18", "has_court_case": false, "age": 17.0, "street_name": "WALNUT ST", "block_number": 5600.0, "zip_code": "19139", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Andrew Hamilton School", "house_district": "190", "senate_district": "8", "segment_id": "22976" }, "geometry": { "type": "Point", "coordinates": [ -75.235147, 39.958216 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202116036848", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/24 14:55:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "BROOKLYN ST", "block_number": 800.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Belmont Charter School", "house_district": "190", "senate_district": "7", "segment_id": "1631" }, "geometry": { "type": "Point", "coordinates": [ -75.209383, 39.969402 ] } },
 { "type": "Feature", "properties": { "dc_key": "202116036809", "race": "B", "sex": "M", "fatal": true, "date": "2021/10/24 02:36:00", "age_group": "31 to 45", "has_court_case": false, "age": 41.0, "street_name": "PALLAS ST", "block_number": 1000.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Rudolph Blankenburg School", "house_district": "190", "senate_district": "7", "segment_id": "14892" }, "geometry": { "type": "Point", "coordinates": [ -75.21131, 39.971703 ] } },
 { "type": "Feature", "properties": { "dc_key": "202122065614", "race": "B", "sex": "M", "fatal": false, "date": "2021/10/23 16:08:00", "age_group": "Older than 45", "has_court_case": false, "age": 54.0, "street_name": "N GRATZ ST", "block_number": 1700.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Sharswood-Stanton", "school_name": "General George G. Meade School", "house_district": "181", "senate_district": "3", "segment_id": "13287" }, "geometry": { "type": "Point", "coordinates": [ -75.165173, 39.980071 ] } },
@@ -443,8 +443,8 @@
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@@ -458,11 +458,11 @@
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@@ -535,8 +535,8 @@
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@@ -545,8 +545,8 @@
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@@ -560,14 +560,14 @@
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@@ -577,8 +577,8 @@
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@@ -591,9 +591,9 @@
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@@ -608,18 +608,18 @@
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@@ -637,13 +637,13 @@
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@@ -666,18 +666,18 @@
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@@ -830,8 +830,8 @@
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@@ -842,8 +842,8 @@
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@@ -966,9 +966,9 @@
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@@ -1286,8 +1286,8 @@
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@@ -1312,8 +1312,8 @@
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@@ -1336,19 +1336,19 @@
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@@ -1403,8 +1403,8 @@
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@@ -1417,11 +1417,11 @@
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@@ -1492,7 +1492,7 @@
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@@ -1636,8 +1636,8 @@
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@@ -1662,8 +1662,8 @@
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@@ -1673,8 +1673,8 @@
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@@ -1685,8 +1685,8 @@
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@@ -1699,15 +1699,15 @@
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@@ -1762,8 +1762,8 @@
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@@ -1789,13 +1789,13 @@
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@@ -1911,12 +1911,12 @@
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@@ -1943,8 +1943,8 @@
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@@ -1956,21 +1956,21 @@
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@@ -1996,8 +1996,8 @@
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@@ -2018,8 +2018,8 @@
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@@ -2072,13 +2072,13 @@
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@@ -2103,8 +2103,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202124009316", "race": "H", "sex": "M", "fatal": false, "date": "2021/02/09 14:46:00", "age_group": "18 to 30", "has_court_case": false, "age": 25.0, "street_name": "E ATLANTIC ST", "block_number": 1800.0, "zip_code": "19134", "council_district": "1", "police_district": "24", "neighborhood": "Juniata Park-Harrowgate", "school_name": "John H. Webster School", "house_district": "180", "senate_district": "5", "segment_id": "4006" }, "geometry": { "type": "Point", "coordinates": [ -75.105044, 40.000482 ] } },
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@@ -2126,14 +2126,14 @@
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@@ -2185,9 +2185,9 @@
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@@ -2217,17 +2217,17 @@
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 { "type": "Feature", "properties": { "dc_key": "202115003631", "race": "W", "sex": "F", "fatal": true, "date": "2021/01/15 05:21:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "DYRE ST", "block_number": 1400.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "3916" }, "geometry": { "type": "Point", "coordinates": [ -75.080473, 40.021962 ] } },
 { "type": "Feature", "properties": { "dc_key": "202139002524", "race": "W", "sex": "M", "fatal": true, "date": "2021/01/14 23:18:00", "age_group": "31 to 45", "has_court_case": false, "age": 37.0, "street_name": "N 16TH ST", "block_number": 3200.0, "zip_code": "19132", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Kenderton Elementary School", "house_district": "198", "senate_district": "3", "segment_id": "11188" }, "geometry": { "type": "Point", "coordinates": [ -75.156462, 40.002489 ] } },
@@ -2274,8 +2274,8 @@
 { "type": "Feature", "properties": { "dc_key": "202116001591", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/14 16:24:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "N 43RD ST", "block_number": 800.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Martha Washington School", "house_district": "190", "senate_district": "7", "segment_id": "11980" }, "geometry": { "type": "Point", "coordinates": [ -75.209652, 39.966889 ] } },
 { "type": "Feature", "properties": { "dc_key": "202122002559", "race": "W", "sex": "M", "fatal": true, "date": "2021/01/13 18:56:00", "age_group": "18 to 30", "has_court_case": true, "age": 25.0, "street_name": "JEFFERSON ST", "block_number": 3000.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Robert Morris School", "house_district": "195", "senate_district": "3", "segment_id": "8165" }, "geometry": { "type": "Point", "coordinates": [ -75.184182, 39.97916 ] } },
 { "type": "Feature", "properties": { "dc_key": "202102001823", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/13 16:49:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "WHITAKER AVE", "block_number": 5500.0, "zip_code": "19120", "council_district": "9", "police_district": "2", "neighborhood": "Lawndale-Crescentville", "school_name": "Universal Charter School at Creighton", "house_district": "203", "senate_district": "2", "segment_id": "23401" }, "geometry": { "type": "Point", "coordinates": [ -75.10113, 40.03339 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202103001794", "race": "B", "sex": "F", "fatal": false, "date": "2021/01/13 01:13:00", "age_group": "31 to 45", "has_court_case": true, "age": 43.0, "street_name": "S 7TH ST", "block_number": 2200.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "Francis S. Key School", "house_district": "184", "senate_district": "1", "segment_id": "17798" }, "geometry": { "type": "Point", "coordinates": [ -75.158468, 39.92143 ] } },
 { "type": "Feature", "properties": { "dc_key": "202103001794", "race": "B", "sex": "M", "fatal": true, "date": "2021/01/13 01:13:00", "age_group": "Older than 45", "has_court_case": true, "age": 48.0, "street_name": "S 7TH ST", "block_number": 2200.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "Francis S. Key School", "house_district": "184", "senate_district": "1", "segment_id": "17798" }, "geometry": { "type": "Point", "coordinates": [ -75.158468, 39.92143 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202103001794", "race": "B", "sex": "F", "fatal": false, "date": "2021/01/13 01:13:00", "age_group": "31 to 45", "has_court_case": true, "age": 43.0, "street_name": "S 7TH ST", "block_number": 2200.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "Francis S. Key School", "house_district": "184", "senate_district": "1", "segment_id": "17798" }, "geometry": { "type": "Point", "coordinates": [ -75.158468, 39.92143 ] } },
 { "type": "Feature", "properties": { "dc_key": "202119002257", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/12 21:49:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "ARCH ST", "block_number": 5800.0, "zip_code": "19139", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "John Barry School", "house_district": "190", "senate_district": "7", "segment_id": "591" }, "geometry": { "type": "Point", "coordinates": [ -75.236546, 39.96305 ] } },
 { "type": "Feature", "properties": { "dc_key": "202124002790", "race": "H", "sex": "M", "fatal": false, "date": "2021/01/12 20:03:00", "age_group": "31 to 45", "has_court_case": false, "age": 40.0, "street_name": "KENSINGTON AVE", "block_number": 2700.0, "zip_code": "19125", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "8351" }, "geometry": { "type": "Point", "coordinates": [ -75.125476, 39.989926 ] } },
 { "type": "Feature", "properties": { "dc_key": "202119002222", "race": "B", "sex": "F", "fatal": false, "date": "2021/01/12 19:52:00", "age_group": "18 to 30", "has_court_case": false, "age": 23.0, "street_name": "N WILTON ST", "block_number": 1600.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Edward Heston School", "house_district": "190", "senate_district": "7", "segment_id": "14163" }, "geometry": { "type": "Point", "coordinates": [ -75.226964, 39.979611 ] } },
@@ -2293,8 +2293,8 @@
 { "type": "Feature", "properties": { "dc_key": "202112002062", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/10 16:13:00", "age_group": "Younger than 18", "has_court_case": false, "age": 14.0, "street_name": "S 64TH ST", "block_number": 2800.0, "zip_code": "19142", "council_district": "3", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "Thomas G. Morton School", "house_district": "185", "senate_district": "8", "segment_id": "17633" }, "geometry": { "type": "Point", "coordinates": [ -75.223911, 39.919334 ] } },
 { "type": "Feature", "properties": { "dc_key": "202135002554", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/10 15:55:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "N FRONT ST", "block_number": 5400.0, "zip_code": "19120", "council_district": "9", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "Olney School", "house_district": "179", "senate_district": "3", "segment_id": "13261" }, "geometry": { "type": "Point", "coordinates": [ -75.122006, 40.032826 ] } },
 { "type": "Feature", "properties": { "dc_key": "202118001818", "race": "B", "sex": "M", "fatal": true, "date": "2021/01/10 14:43:00", "age_group": "18 to 30", "has_court_case": false, "age": 30.0, "street_name": "CEDAR AVE", "block_number": 5200.0, "zip_code": "19143", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Global Leadership Academy at Huey", "house_district": "188", "senate_district": "8", "segment_id": "2279" }, "geometry": { "type": "Point", "coordinates": [ -75.227414, 39.950587 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202124002177", "race": "W", "sex": "M", "fatal": false, "date": "2021/01/10 10:50:00", "age_group": "Older than 45", "has_court_case": false, "age": 46.0, "street_name": "E ALLEGHENY AVE", "block_number": 1800.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "175", "senate_district": "1", "segment_id": "3947" }, "geometry": { "type": "Point", "coordinates": [ -75.113209, 39.996147 ] } },
 { "type": "Feature", "properties": { "dc_key": "202124002181", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/10 10:50:00", "age_group": "18 to 30", "has_court_case": false, "age": 24.0, "street_name": "E ALLEGHENY AVE", "block_number": 1800.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "175", "senate_district": "1", "segment_id": "3947" }, "geometry": { "type": "Point", "coordinates": [ -75.113209, 39.996147 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202124002177", "race": "W", "sex": "M", "fatal": false, "date": "2021/01/10 10:50:00", "age_group": "Older than 45", "has_court_case": false, "age": 46.0, "street_name": "E ALLEGHENY AVE", "block_number": 1800.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Frances E. Willard School", "house_district": "175", "senate_district": "1", "segment_id": "3947" }, "geometry": { "type": "Point", "coordinates": [ -75.113209, 39.996147 ] } },
 { "type": "Feature", "properties": { "dc_key": "202135002368", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/10 00:10:00", "age_group": "31 to 45", "has_court_case": false, "age": 35.0, "street_name": "OLD YORK RD", "block_number": 5500.0, "zip_code": "19141", "council_district": "9", "police_district": "35", "neighborhood": "Logan", "school_name": "Lindley Academy Charter at Birney", "house_district": "201", "senate_district": "3", "segment_id": "14631" }, "geometry": { "type": "Point", "coordinates": [ -75.144636, 40.036944 ] } },
 { "type": "Feature", "properties": { "dc_key": "202125001873", "race": "H", "sex": "M", "fatal": false, "date": "2021/01/09 23:54:00", "age_group": "31 to 45", "has_court_case": true, "age": 40.0, "street_name": "E COURTLAND ST", "block_number": 600.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Clara Barton School", "house_district": "180", "senate_district": "3", "segment_id": "4212" }, "geometry": { "type": "Point", "coordinates": [ -75.111606, 40.018263 ] } },
 { "type": "Feature", "properties": { "dc_key": "202116001018", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/09 23:15:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "N 51ST ST", "block_number": 0.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Haddington-Overbrook", "school_name": "Alain Locke School", "house_district": "190", "senate_district": "7", "segment_id": "12091" }, "geometry": { "type": "Point", "coordinates": [ -75.222791, 39.960546 ] } },
@@ -2323,8 +2323,8 @@
 { "type": "Feature", "properties": { "dc_key": "202125000835", "race": "H", "sex": "M", "fatal": false, "date": "2021/01/05 01:30:00", "age_group": "Older than 45", "has_court_case": false, "age": 49.0, "street_name": "W SOMERSET ST", "block_number": 800.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "22404" }, "geometry": { "type": "Point", "coordinates": [ -75.145032, 39.994387 ] } },
 { "type": "Feature", "properties": { "dc_key": "202116000448", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/05 01:00:00", "age_group": "31 to 45", "has_court_case": false, "age": 36.0, "street_name": "ARCH ST", "block_number": 5100.0, "zip_code": "19139", "council_district": "3", "police_district": "16", "neighborhood": "Haddington-Overbrook", "school_name": "Alain Locke School", "house_district": "190", "senate_district": "7", "segment_id": "584" }, "geometry": { "type": "Point", "coordinates": [ -75.222716, 39.961301 ] } },
 { "type": "Feature", "properties": { "dc_key": "202103000647", "race": "B", "sex": "F", "fatal": false, "date": "2021/01/04 22:15:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "WECCACOE AVE", "block_number": 2100.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Airport-Navy Yard", "school_name": "George W. Sharswood School", "house_district": "184", "senate_district": "1", "segment_id": "23199" }, "geometry": { "type": "Point", "coordinates": [ -75.145323, 39.921196 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202115000848", "race": "B", "sex": "M", "fatal": true, "date": "2021/01/04 22:02:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "LORING ST", "block_number": 4700.0, "zip_code": "19136", "council_district": "6", "police_district": "15", "neighborhood": "Mayfair-Holmesburg", "school_name": "Edwin Forrest School", "house_district": "173", "senate_district": "5", "segment_id": "9493" }, "geometry": { "type": "Point", "coordinates": [ -75.031672, 40.031523 ] } },
 { "type": "Feature", "properties": { "dc_key": "202139000697", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/04 22:02:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "WISSAHICKON AVE", "block_number": 5400.0, "zip_code": "19144", "council_district": "4", "police_district": "39", "neighborhood": "East Falls-Westside", "school_name": "Thomas Mifflin School", "house_district": "198", "senate_district": "7", "segment_id": "23626" }, "geometry": { "type": "Point", "coordinates": [ -75.180691, 40.02476 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202115000848", "race": "B", "sex": "M", "fatal": true, "date": "2021/01/04 22:02:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "LORING ST", "block_number": 4700.0, "zip_code": "19136", "council_district": "6", "police_district": "15", "neighborhood": "Mayfair-Holmesburg", "school_name": "Edwin Forrest School", "house_district": "173", "senate_district": "5", "segment_id": "9493" }, "geometry": { "type": "Point", "coordinates": [ -75.031672, 40.031523 ] } },
 { "type": "Feature", "properties": { "dc_key": "202125000806", "race": "B", "sex": "M", "fatal": true, "date": "2021/01/04 17:03:00", "age_group": "Older than 45", "has_court_case": true, "age": 48.0, "street_name": "N FAIRHILL ST", "block_number": 4200.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Alexander K. McClure School", "house_district": "197", "senate_district": "3", "segment_id": "13132" }, "geometry": { "type": "Point", "coordinates": [ -75.136429, 40.015379 ] } },
 { "type": "Feature", "properties": { "dc_key": "202115000751", "race": "B", "sex": "M", "fatal": false, "date": "2021/01/04 14:08:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "GRISCOM ST", "block_number": 4200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "John Marshall School", "house_district": "177", "senate_district": "2", "segment_id": "7070" }, "geometry": { "type": "Point", "coordinates": [ -75.092295, 40.00935 ] } },
 { "type": "Feature", "properties": { "dc_key": "202124000653", "race": "H", "sex": "M", "fatal": true, "date": "2021/01/04 01:09:00", "age_group": "Older than 45", "has_court_case": false, "age": 47.0, "street_name": "E INDIANA AVE", "block_number": 500.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "4474" }, "geometry": { "type": "Point", "coordinates": [ -75.120159, 39.994243 ] } },
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2022.json b/gun_violence_dashboard_data/data/processed/shootings_2022.json
index 5747502c..f345006a 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2022.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2022.json
@@ -11,8 +11,8 @@
 { "type": "Feature", "properties": { "dc_key": "202224078540", "race": "H", "sex": "M", "fatal": false, "date": "2022/12/29 12:42:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "E WYOMING AVE", "block_number": 700.0, "zip_code": "19120", "council_district": "7", "police_district": "24", "neighborhood": "Olney-Feltonville", "school_name": "Clara Barton School", "house_district": "180", "senate_district": "3", "segment_id": "5296" }, "geometry": { "type": "Point", "coordinates": [ -75.110126, 40.019771 ] } },
 { "type": "Feature", "properties": { "dc_key": "202202056981", "race": "B", "sex": "M", "fatal": false, "date": "2022/12/29 07:16:00", "age_group": "Older than 45", "has_court_case": false, "age": 60.0, "street_name": "UNRUH AVE", "block_number": 1200.0, "zip_code": "19111", "council_district": "9", "police_district": "2", "neighborhood": "Oxford Circle", "school_name": "J. Hampton Moore School", "house_district": "202", "senate_district": "2", "segment_id": "20616" }, "geometry": { "type": "Point", "coordinates": [ -75.077588, 40.045194 ] } },
 { "type": "Feature", "properties": { "dc_key": "202216042570", "race": "B", "sex": "M", "fatal": false, "date": "2022/12/28 19:26:00", "age_group": "31 to 45", "has_court_case": false, "age": 40.0, "street_name": "POPLAR ST", "block_number": 3800.0, "zip_code": "19104", "council_district": "3", "police_district": "16", "neighborhood": "Mill Creek-Parkside", "school_name": "Rudolph Blankenburg School", "house_district": "195", "senate_district": "7", "segment_id": "15454" }, "geometry": { "type": "Point", "coordinates": [ -75.201332, 39.972967 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202225072608", "race": "B", "sex": "M", "fatal": false, "date": "2022/12/28 18:04:00", "age_group": "18 to 30", "has_court_case": false, "age": 19.0, "street_name": "E WILLARD ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Upper Kensington", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "5228" }, "geometry": { "type": "Point", "coordinates": [ -75.11702, 39.998178 ] } },
 { "type": "Feature", "properties": { "dc_key": "202225072608", "race": "H", "sex": "M", "fatal": false, "date": "2022/12/28 18:04:00", "age_group": "18 to 30", "has_court_case": false, "age": 26.0, "street_name": "E WILLARD ST", "block_number": 700.0, "zip_code": "19134", "council_district": "7", "police_district": "25", "neighborhood": "Upper Kensington", "school_name": "Philip H. Sheridan School", "house_district": "180", "senate_district": "2", "segment_id": "5228" }, "geometry": { "type": "Point", "coordinates": [ -75.11702, 39.998178 ] } },
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@@ -102,9 +102,9 @@
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@@ -158,8 +158,8 @@
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@@ -189,18 +189,18 @@
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@@ -310,10 +310,10 @@
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@@ -357,14 +357,14 @@
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@@ -389,9 +389,9 @@
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@@ -418,8 +418,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202215073398", "race": "B", "sex": "M", "fatal": false, "date": "2022/10/08 04:00:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "SHEFFIELD AVE", "block_number": 4400.0, "zip_code": "19136", "council_district": "6", "police_district": "15", "neighborhood": "Mayfair-Holmesburg", "school_name": "Edwin Forrest School", "house_district": "173", "senate_district": "5", "segment_id": "19290" }, "geometry": { "type": "Point", "coordinates": [ -75.031406, 40.035632 ] } },
@@ -431,8 +431,8 @@
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@@ -444,17 +444,17 @@
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@@ -634,12 +634,12 @@
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@@ -659,8 +659,8 @@
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@@ -671,23 +671,23 @@
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@@ -696,19 +696,19 @@
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@@ -721,8 +721,8 @@
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@@ -733,8 +733,8 @@
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@@ -773,16 +773,16 @@
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@@ -851,18 +851,18 @@
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@@ -907,10 +907,10 @@
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@@ -919,13 +919,13 @@
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@@ -933,19 +933,19 @@
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@@ -1144,18 +1144,18 @@
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@@ -1166,8 +1166,8 @@
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@@ -1186,8 +1186,8 @@
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@@ -1215,8 +1215,8 @@
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@@ -1230,9 +1230,9 @@
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@@ -1256,8 +1256,8 @@
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@@ -1527,9 +1527,9 @@
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@@ -1539,10 +1539,10 @@
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@@ -1552,13 +1552,13 @@
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@@ -1805,8 +1805,8 @@
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@@ -1934,8 +1934,8 @@
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@@ -1943,8 +1943,8 @@
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@@ -1982,8 +1982,8 @@
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@@ -2006,14 +2006,14 @@
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@@ -2043,8 +2043,8 @@
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@@ -2145,8 +2145,8 @@
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-{ "type": "Feature", "properties": { "dc_key": "202225000032", "race": "B", "sex": "F", "fatal": false, "date": "2022/01/01 01:30:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "E LURAY ST", "block_number": 100.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Olney-Feltonville", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "4541" }, "geometry": { "type": "Point", "coordinates": [ -75.123342, 40.020612 ] } }
+{ "type": "Feature", "properties": { "dc_key": "202225000032", "race": "B", "sex": "F", "fatal": false, "date": "2022/01/01 01:30:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "E LURAY ST", "block_number": 100.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Olney-Feltonville", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "4541" }, "geometry": { "type": "Point", "coordinates": [ -75.123342, 40.020612 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202225000032", "race": "B", "sex": "M", "fatal": true, "date": "2022/01/01 01:30:00", "age_group": "31 to 45", "has_court_case": true, "age": 33.0, "street_name": "E LURAY ST", "block_number": 100.0, "zip_code": "19120", "council_district": "7", "police_district": "25", "neighborhood": "Olney-Feltonville", "school_name": "Clara Barton School", "house_district": "197", "senate_district": "3", "segment_id": "4541" }, "geometry": { "type": "Point", "coordinates": [ -75.123342, 40.020612 ] } }
 ]
 }
diff --git a/gun_violence_dashboard_data/data/processed/shootings_2023.json b/gun_violence_dashboard_data/data/processed/shootings_2023.json
index 91d30107..2f78813c 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2023.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2023.json
@@ -14,8 +14,8 @@
 { "type": "Feature", "properties": { "dc_key": "202325078203", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/29 18:33:00", "age_group": "31 to 45", "has_court_case": false, "age": 32.0, "street_name": "N 8TH ST", "block_number": 2800.0, "zip_code": "19133", "council_district": "5", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Potter-Thomas School", "house_district": "197", "senate_district": "3", "segment_id": "12597" }, "geometry": { "type": "Point", "coordinates": [ -75.144686, 39.994588 ] } },
 { "type": "Feature", "properties": { "dc_key": "202339071013", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/29 00:15:00", "age_group": "Younger than 18", "has_court_case": false, "age": 16.0, "street_name": "GERMANTOWN AVE", "block_number": 4400.0, "zip_code": "19144", "council_district": "8", "police_district": "39", "neighborhood": "Nicetown-Tioga", "school_name": "Edward T. Steel School", "house_district": "198", "senate_district": "3", "segment_id": "6573" }, "geometry": { "type": "Point", "coordinates": [ -75.158647, 40.022398 ] } },
 { "type": "Feature", "properties": { "dc_key": "202308043857", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/28 23:26:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "WOODHAVEN RD", "block_number": 3500.0, "zip_code": "19154", "council_district": "10", "police_district": "8", "neighborhood": "Torresdale North", "school_name": "Stephen Decatur School", "house_district": "170", "senate_district": "5", "segment_id": "23770" }, "geometry": { "type": "Point", "coordinates": [ -74.978305, 40.093753 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202312083569", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/28 13:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "S 61ST ST", "block_number": 1900.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Joseph W. Catharine School", "house_district": "191", "senate_district": "8", "segment_id": "17586" }, "geometry": { "type": "Point", "coordinates": [ -75.23355, 39.932163 ] } },
 { "type": "Feature", "properties": { "dc_key": "202312083569", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/28 13:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 21.0, "street_name": "S 61ST ST", "block_number": 1900.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Joseph W. Catharine School", "house_district": "191", "senate_district": "8", "segment_id": "17586" }, "geometry": { "type": "Point", "coordinates": [ -75.23355, 39.932163 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202312083569", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/28 13:30:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "S 61ST ST", "block_number": 1900.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Paschall-Kingsessing", "school_name": "Joseph W. Catharine School", "house_district": "191", "senate_district": "8", "segment_id": "17586" }, "geometry": { "type": "Point", "coordinates": [ -75.23355, 39.932163 ] } },
 { "type": "Feature", "properties": { "dc_key": "202322074937", "race": "H", "sex": "M", "fatal": true, "date": "2023/12/28 01:19:00", "age_group": "18 to 30", "has_court_case": false, "age": 20.0, "street_name": "WESTMONT ST", "block_number": 2900.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Richard R. Wright School", "house_district": "195", "senate_district": "3", "segment_id": "23312" }, "geometry": { "type": "Point", "coordinates": [ -75.181367, 39.988578 ] } },
 { "type": "Feature", "properties": { "dc_key": "202312083221", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/27 00:04:00", "age_group": "31 to 45", "has_court_case": true, "age": 45.0, "street_name": "S 68TH ST", "block_number": 3000.0, "zip_code": "19142", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "17684" }, "geometry": { "type": "Point", "coordinates": [ -75.228252, 39.914364 ] } },
 { "type": "Feature", "properties": { "dc_key": "202319078987", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/26 22:50:00", "age_group": "18 to 30", "has_court_case": true, "age": 26.0, "street_name": "MASTER ST", "block_number": 5500.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Haddington-Overbrook", "school_name": "Universal Charter School at Bluford", "house_district": "192", "senate_district": "7", "segment_id": "10062" }, "geometry": { "type": "Point", "coordinates": [ -75.232027, 39.973581 ] } },
@@ -33,13 +33,13 @@
 { "type": "Feature", "properties": { "dc_key": "202319078067", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/21 04:33:00", "age_group": "18 to 30", "has_court_case": false, "age": 22.0, "street_name": "UPLAND WAY", "block_number": 5600.0, "zip_code": "19131", "council_district": "4", "police_district": "19", "neighborhood": "Overbrook Park-Wynnefield Heights", "school_name": "Mastery Charter School at Mann", "house_district": "192", "senate_district": "7", "segment_id": "20664" }, "geometry": { "type": "Point", "coordinates": [ -75.235414, 39.984243 ] } },
 { "type": "Feature", "properties": { "dc_key": "202317034866", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/20 21:45:00", "age_group": "Older than 45", "has_court_case": false, "age": 58.0, "street_name": "WHARTON ST", "block_number": 1700.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Schuylkill-Point Breeze", "school_name": "George W. Childs School", "house_district": "186", "senate_district": "8", "segment_id": "23347" }, "geometry": { "type": "Point", "coordinates": [ -75.172894, 39.934877 ] } },
 { "type": "Feature", "properties": { "dc_key": "202317034864", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 20:41:00", "age_group": "18 to 30", "has_court_case": false, "age": 29.0, "street_name": "S CHADWICK ST", "block_number": 1300.0, "zip_code": "19146", "council_district": "2", "police_district": "17", "neighborhood": "Southwark-Bella Vista", "school_name": "George W. Childs School", "house_district": "186", "senate_district": "8", "segment_id": "18095" }, "geometry": { "type": "Point", "coordinates": [ -75.171887, 39.934663 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202312081639", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "Younger than 18", "has_court_case": true, "age": 17.0, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202312081639", "race": "W", "sex": "F", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
 { "type": "Feature", "properties": { "dc_key": "202312081639", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "Unknown", "has_court_case": true, "age": null, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
 { "type": "Feature", "properties": { "dc_key": "202312081639", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "18 to 30", "has_court_case": true, "age": 22.0, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202312081639", "race": "W", "sex": "F", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "18 to 30", "has_court_case": true, "age": 23.0, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202312081639", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 19:08:00", "age_group": "Younger than 18", "has_court_case": true, "age": 17.0, "street_name": "CHELWYNDE AVE", "block_number": 7300.0, "zip_code": "19153", "council_district": "2", "police_district": "12", "neighborhood": "Eastwick-Elmwood", "school_name": "John M. Patterson School", "house_district": "185", "senate_district": "8", "segment_id": "2440" }, "geometry": { "type": "Point", "coordinates": [ -75.240306, 39.911427 ] } },
+{ "type": "Feature", "properties": { "dc_key": "202315095441", "race": "B", "sex": "F", "fatal": false, "date": "2023/12/20 18:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 28.0, "street_name": "OXFORD AVE", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "14803" }, "geometry": { "type": "Point", "coordinates": [ -75.08485, 40.026506 ] } },
 { "type": "Feature", "properties": { "dc_key": "202315095441", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/20 18:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "OXFORD AVE", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "14803" }, "geometry": { "type": "Point", "coordinates": [ -75.08485, 40.026506 ] } },
 { "type": "Feature", "properties": { "dc_key": "202315095441", "race": "H", "sex": "M", "fatal": true, "date": "2023/12/20 18:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "OXFORD AVE", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "14803" }, "geometry": { "type": "Point", "coordinates": [ -75.08485, 40.026506 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202315095441", "race": "B", "sex": "F", "fatal": false, "date": "2023/12/20 18:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 28.0, "street_name": "OXFORD AVE", "block_number": 5200.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "The Philadelphia Charter School for Arts and Sciences", "house_district": "179", "senate_district": "2", "segment_id": "14803" }, "geometry": { "type": "Point", "coordinates": [ -75.08485, 40.026506 ] } },
 { "type": "Feature", "properties": { "dc_key": "202335080034", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/19 19:03:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "W LAVEER ST", "block_number": 2000.0, "zip_code": "19138", "council_district": "8", "police_district": "35", "neighborhood": "Ogontz", "school_name": "Joseph Pennell School", "house_district": "201", "senate_district": "4", "segment_id": "21806" }, "geometry": { "type": "Point", "coordinates": [ -75.153317, 40.049464 ] } },
 { "type": "Feature", "properties": { "dc_key": "202318065086", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/19 18:41:00", "age_group": "31 to 45", "has_court_case": false, "age": 42.0, "street_name": "BALTIMORE AVE", "block_number": 5300.0, "zip_code": "19143", "council_district": "3", "police_district": "18", "neighborhood": "Cobbs Creek", "school_name": "Avery D. Harrington School", "house_district": "188", "senate_district": "8", "segment_id": "895" }, "geometry": { "type": "Point", "coordinates": [ -75.230556, 39.948128 ] } },
 { "type": "Feature", "properties": { "dc_key": "202325076284", "race": "H", "sex": "M", "fatal": false, "date": "2023/12/19 04:25:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "N LEE ST", "block_number": 3200.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "William Cramp School", "house_district": "180", "senate_district": "2", "segment_id": "13526" }, "geometry": { "type": "Point", "coordinates": [ -75.128525, 39.999048 ] } },
@@ -53,21 +53,21 @@
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 { "type": "Feature", "properties": { "dc_key": "202322072057", "race": "B", "sex": "M", "fatal": true, "date": "2023/12/12 13:50:00", "age_group": "31 to 45", "has_court_case": true, "age": 33.0, "street_name": "N CROSKEY ST", "block_number": 1900.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "Mastery Charter School at Douglass", "house_district": "195", "senate_district": "3", "segment_id": "13024" }, "geometry": { "type": "Point", "coordinates": [ -75.171023, 39.983843 ] } },
 { "type": "Feature", "properties": { "dc_key": "202314065088", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/11 22:49:00", "age_group": "18 to 30", "has_court_case": true, "age": 20.0, "street_name": "CHEW AVE", "block_number": 6300.0, "zip_code": "19138", "council_district": "8", "police_district": "14", "neighborhood": "East Mt. Airy", "school_name": "Eleanor C. Emlen School", "house_district": "200", "senate_district": "4", "segment_id": "2594" }, "geometry": { "type": "Point", "coordinates": [ -75.173322, 40.050695 ] } },
-{ "type": "Feature", "properties": { "dc_key": "202303050308", "race": "A", "sex": "M", "fatal": false, "date": "2023/12/11 19:13:00", "age_group": "18 to 30", "has_court_case": true, "age": 25.0, "street_name": "S 8TH ST", "block_number": 2500.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "D. Newlin Fell School", "house_district": "184", "senate_district": "1", "segment_id": "17860" }, "geometry": { "type": "Point", "coordinates": [ -75.161118, 39.917755 ] } },
 { "type": "Feature", "properties": { "dc_key": "202303050308", "race": "B", "sex": "M", "fatal": false, "date": "2023/12/11 19:13:00", "age_group": "18 to 30", "has_court_case": true, "age": 27.0, "street_name": "S 8TH ST", "block_number": 2500.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "D. Newlin Fell School", "house_district": "184", "senate_district": "1", "segment_id": "17860" }, "geometry": { "type": "Point", "coordinates": [ -75.161118, 39.917755 ] } },
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@@ -82,10 +82,10 @@
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@@ -103,10 +103,10 @@
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@@ -122,12 +122,12 @@
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@@ -143,9 +143,9 @@
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 { "type": "Feature", "properties": { "dc_key": "202325069135", "race": "B", "sex": "M", "fatal": false, "date": "2023/11/13 22:22:00", "age_group": "31 to 45", "has_court_case": false, "age": 33.0, "street_name": "N 5TH ST", "block_number": 3300.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Honorable Luis Munoz-Marin School", "house_district": "197", "senate_district": "2", "segment_id": "12277" }, "geometry": { "type": "Point", "coordinates": [ -75.138218, 40.001453 ] } },
@@ -154,12 +154,12 @@
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@@ -172,8 +172,8 @@
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@@ -192,9 +192,9 @@
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@@ -205,11 +205,11 @@
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@@ -218,8 +218,8 @@
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@@ -241,16 +241,16 @@
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@@ -270,11 +270,11 @@
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@@ -286,12 +286,12 @@
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@@ -302,22 +302,22 @@
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@@ -360,8 +360,8 @@
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@@ -374,18 +374,18 @@
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@@ -400,8 +400,8 @@
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@@ -413,8 +413,8 @@
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@@ -444,8 +444,8 @@
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@@ -453,11 +453,11 @@
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 { "type": "Feature", "properties": { "dc_key": "202307022507", "race": "B", "sex": "F", "fatal": false, "date": "2023/08/27 02:03:00", "age_group": "31 to 45", "has_court_case": true, "age": 43.0, "street_name": "E ROOSEVELT BLVD", "block_number": 11500.0, "zip_code": "19116", "council_district": "10", "police_district": "7", "neighborhood": "Somerton", "school_name": "Anne Frank School", "house_district": "170", "senate_district": "5", "segment_id": "4869" }, "geometry": { "type": "Point", "coordinates": [ -75.00395, 40.10347 ] } },
@@ -472,8 +472,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202303033871", "race": "B", "sex": "M", "fatal": false, "date": "2023/08/24 20:52:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "DALY ST", "block_number": 700.0, "zip_code": "19148", "council_district": "1", "police_district": "3", "neighborhood": "Snyder-Whitman", "school_name": "Francis S. Key School", "house_district": "184", "senate_district": "1", "segment_id": "3348" }, "geometry": { "type": "Point", "coordinates": [ -75.160151, 39.921052 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202303033848", "race": "B", "sex": "M", "fatal": false, "date": "2023/08/24 17:30:00", "age_group": "18 to 30", "has_court_case": true, "age": 19.0, "street_name": "MONTROSE ST", "block_number": 300.0, "zip_code": "19147", "council_district": "1", "police_district": "3", "neighborhood": "Pennsport-Queen Village", "school_name": "George W. Nebinger School", "house_district": "182", "senate_district": "1", "segment_id": "10590" }, "geometry": { "type": "Point", "coordinates": [ -75.149048, 39.935848 ] } },
@@ -493,24 +493,24 @@
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@@ -565,15 +565,15 @@
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@@ -695,8 +695,8 @@
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@@ -722,16 +722,16 @@
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@@ -739,9 +739,9 @@
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@@ -761,21 +761,21 @@
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@@ -991,9 +991,9 @@
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@@ -1001,8 +1001,8 @@
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@@ -1036,19 +1036,19 @@
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@@ -1056,11 +1056,11 @@
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@@ -1146,8 +1146,8 @@
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@@ -1234,16 +1234,16 @@
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@@ -1428,8 +1428,8 @@
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@@ -1459,8 +1459,8 @@
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@@ -1474,23 +1474,23 @@
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@@ -1535,13 +1535,13 @@
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 { "type": "Feature", "properties": { "dc_key": "202324000966", "race": "H", "sex": "F", "fatal": false, "date": "2023/01/04 19:28:00", "age_group": "Younger than 18", "has_court_case": true, "age": 7.0, "street_name": "RUTLEDGE ST", "block_number": 2900.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "16535" }, "geometry": { "type": "Point", "coordinates": [ -75.124492, 39.993258 ] } },
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-{ "type": "Feature", "properties": { "dc_key": "202324000966", "race": "H", "sex": "M", "fatal": false, "date": "2023/01/04 19:28:00", "age_group": "Older than 45", "has_court_case": true, "age": 64.0, "street_name": "RUTLEDGE ST", "block_number": 2900.0, "zip_code": "19134", "council_district": "7", "police_district": "24", "neighborhood": "Upper Kensington", "school_name": "Lewis Elkin School", "house_district": "180", "senate_district": "2", "segment_id": "16535" }, "geometry": { "type": "Point", "coordinates": [ -75.124492, 39.993258 ] } },
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 { "type": "Feature", "properties": { "dc_key": "202335000642", "race": "B", "sex": "M", "fatal": true, "date": "2023/01/04 01:01:00", "age_group": "18 to 30", "has_court_case": false, "age": 27.0, "street_name": "N BROAD ST", "block_number": 4700.0, "zip_code": "19141", "council_district": "8", "police_district": "35", "neighborhood": "Logan", "school_name": "James Logan School", "house_district": "198", "senate_district": "3", "segment_id": "12870" }, "geometry": { "type": "Point", "coordinates": [ -75.147935, 40.024782 ] } },
 { "type": "Feature", "properties": { "dc_key": "202318000561", "race": "B", "sex": "M", "fatal": false, "date": "2023/01/03 22:53:00", "age_group": "Older than 45", "has_court_case": true, "age": 51.0, "street_name": "CHESTNUT ST", "block_number": 3800.0, "zip_code": "19104", "council_district": "3", "police_district": "18", "neighborhood": "University City", "school_name": "Samuel Powel School", "house_district": "188", "senate_district": "7", "segment_id": "2556" }, "geometry": { "type": "Point", "coordinates": [ -75.1995, 39.955234 ] } },
@@ -1662,8 +1662,8 @@
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 { "type": "Feature", "properties": { "dc_key": "202322000095", "race": "B", "sex": "M", "fatal": false, "date": "2023/01/01 04:09:00", "age_group": "31 to 45", "has_court_case": false, "age": 34.0, "street_name": "CLIFFORD ST", "block_number": 3100.0, "zip_code": "19121", "council_district": "5", "police_district": "22", "neighborhood": "Strawberry Mansion", "school_name": "James G. Blaine School", "house_district": "195", "senate_district": "3", "segment_id": "2792" }, "geometry": { "type": "Point", "coordinates": [ -75.185117, 39.982939 ] } },
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diff --git a/gun_violence_dashboard_data/data/processed/shootings_2024.json b/gun_violence_dashboard_data/data/processed/shootings_2024.json
index b1eed6f8..6bad8051 100644
--- a/gun_violence_dashboard_data/data/processed/shootings_2024.json
+++ b/gun_violence_dashboard_data/data/processed/shootings_2024.json
@@ -2,22 +2,25 @@
 "type": "FeatureCollection",
 "crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
 "features": [
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-{ "type": "Feature", "properties": { "dc_key": "202435074277", "race": "H", "sex": "M", "fatal": true, "date": "2024/11/03 13:32:00", "age_group": "31 to 45", "has_court_case": false, "age": 44.0, "street_name": "N 5TH ST", "block_number": 4900.0, "zip_code": "19120", "council_district": "8", "police_district": "35", "neighborhood": "Olney-Feltonville", "school_name": "Thurgood Marshall School", "house_district": "201", "senate_district": "3", "segment_id": "12293" }, "geometry": { "type": "Point", "coordinates": [ -75.132903, 40.025901 ] } },
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@@ -36,13 +39,13 @@
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@@ -67,11 +70,11 @@
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 { "type": "Feature", "properties": { "dc_key": "202415077095", "race": "H", "sex": "M", "fatal": false, "date": "2024/09/20 13:56:00", "age_group": "18 to 30", "has_court_case": false, "age": 18.0, "street_name": "VALLEY PL", "block_number": 4700.0, "zip_code": "19124", "council_district": "7", "police_district": "15", "neighborhood": "Frankford", "school_name": "Mastery Charter School at Smedley", "house_district": "179", "senate_district": "2", "segment_id": "20682" }, "geometry": { "type": "Point", "coordinates": [ -75.07714, 40.013991 ] } },
@@ -135,8 +138,8 @@
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@@ -168,23 +171,23 @@
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@@ -241,9 +244,9 @@
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@@ -282,8 +285,8 @@
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@@ -299,25 +302,25 @@
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@@ -343,11 +346,11 @@
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@@ -367,24 +370,24 @@
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 { "type": "Feature", "properties": { "dc_key": "202415050998", "race": "B", "sex": "F", "fatal": false, "date": "2024/06/30 00:48:00", "age_group": "18 to 30", "has_court_case": false, "age": 28.0, "street_name": "LONGSHORE AVE", "block_number": 4700.0, "zip_code": "19135", "council_district": "6", "police_district": "15", "neighborhood": "Wissinoming-Tacony", "school_name": "Hamilton Disston School", "house_district": "173", "senate_district": "5", "segment_id": "9451" }, "geometry": { "type": "Point", "coordinates": [ -75.043181, 40.025793 ] } },
@@ -403,16 +406,16 @@
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@@ -421,11 +424,11 @@
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@@ -436,20 +439,20 @@
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@@ -484,28 +487,28 @@
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 { "type": "Feature", "properties": { "dc_key": "202425035941", "race": "H", "sex": "M", "fatal": false, "date": "2024/06/01 03:01:00", "age_group": "31 to 45", "has_court_case": false, "age": 31.0, "street_name": "W BRISTOL ST", "block_number": 700.0, "zip_code": "19140", "council_district": "7", "police_district": "25", "neighborhood": "Hunting Park-Fairhill", "school_name": "Alexander K. McClure School", "house_district": "197", "senate_district": "3", "segment_id": "21059" }, "geometry": { "type": "Point", "coordinates": [ -75.13879, 40.017102 ] } },
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@@ -545,8 +548,8 @@
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@@ -818,8 +821,8 @@
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@@ -835,8 +838,8 @@
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@@ -857,8 +860,8 @@
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