From 3fab4933316ca89d4b6f1953122daa90c3fbd49f Mon Sep 17 00:00:00 2001 From: Brian Smith Date: Fri, 9 Dec 2016 14:26:28 -0800 Subject: [PATCH 1/2] Fix header with duplicate name --- police-chases/fatal_pursuits_2013-2014.csv | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/police-chases/fatal_pursuits_2013-2014.csv b/police-chases/fatal_pursuits_2013-2014.csv index f7973e0..308c54f 100644 --- a/police-chases/fatal_pursuits_2013-2014.csv +++ b/police-chases/fatal_pursuits_2013-2014.csv @@ -1,4 +1,4 @@ -Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latitude,Longitude,Fleeing driver,FD race,FD age,FD sex,FD dead,Mcyle,Helmet,Pursuing agency,Suspected offense,Code,Source,Killed 1,Type1,Race1,Sex1,Age1,Killed 2,Type2,Race2,Sex2,Age2,Killed 3,Type3,Race3,Sex3,Age3,Killed 4,Type4,Race4,Sex4,Age4,Killed 5,Type5,Race5,Sex5,Age5,Killed 6,Type6,Race6,Sex6,Age6,Killed 6,Type7,Race7,Sex7,Age7 +Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latitude,Longitude,Fleeing driver,FD race,FD age,FD sex,FD dead,Mcyle,Helmet,Pursuing agency,Suspected offense,Code,Source,Killed 1,Type1,Race1,Sex1,Age1,Killed 2,Type2,Race2,Sex2,Age2,Killed 3,Type3,Race3,Sex3,Age3,Killed 4,Type4,Race4,Sex4,Age4,Killed 5,Type5,Race5,Sex5,Age5,Killed 6,Type6,Race6,Sex6,Age6,Killed 7,Type7,Race7,Sex7,Age7 4,AL,1,,Autauga,11,1,1,5,2013,2329,3,1,3,2,32.60146111,-86.464275,Randy Thomas,W,55,M,X,,,Autauga County SO,speeding,DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 6,AL,1,Saraland,Mobile,46,1,1,8,2013,1418,1,1,2,1,30.81141389,-88.07138333,Leroy McCaskill Junior Anderson,B,25,M,X,,,Mobile PD,carjacking,FEL,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 28,AL,1,Cullman,Cullman,53,1,1,28,2013,2143,3,1,1,1,34.18274167,-86.85603889,Irving Taylor,W,47,M,X,Y,Y,Cullman County SO,"driving erratically, speeding",DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, From 0f35a373fb63e7d646dc1f177d642bfcdcc6b7e9 Mon Sep 17 00:00:00 2001 From: Brian Smith Date: Fri, 9 Dec 2016 14:57:09 -0800 Subject: [PATCH 2/2] Fix some transposed sex and ages --- police-chases/fatal_pursuits_2013-2014.csv | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/police-chases/fatal_pursuits_2013-2014.csv b/police-chases/fatal_pursuits_2013-2014.csv index 308c54f..7dc99dc 100644 --- a/police-chases/fatal_pursuits_2013-2014.csv +++ b/police-chases/fatal_pursuits_2013-2014.csv @@ -35,7 +35,7 @@ Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latit 59,CA,6,Porterville,Tulare,255,1,2,25,2013,2137,3,2,3,1,36.06341667,-119.00801667,Elias Vargas,H,18,M,X,,,Portverville PD,DUI (stopped),DMV,news ,name withheld,FP,H,F,15,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 68,CA,6,,Imperial ,323,1,3,6,2013,1805,2,2,5,1,32.67378056,-116.07635,Cristian Carreno,H,20,M,,,,Border Patrol,human smuggling,FEL,police ,Ignacio Barragan,FP,H,M,36,,FP,U,M,U,,,,,,,,,,,,,,,,,,,,,,,,, 86,CA,6,East Bakersfield,Kern,420,1,3,29,2013,2241,3,1,4,2,35.37036944,-118.94956944,Federico Anguiano,H,37,M,,,,Kern County SO,"expired registration, unlit license plate",VEH,news ,Guillermina Puentes,FP,H,F,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -49,CA,6,Stockton,San Joaquin,588,1,2,16,2013,145,3,2,2,1,38.01100278,-121.32070278,Luis Longoria,H,13,M,X,,,California HP,driving recklessly,DMV,news ,Martel Zepeda,FP,B,16,M,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +49,CA,6,Stockton,San Joaquin,588,1,2,16,2013,145,3,2,2,1,38.01100278,-121.32070278,Luis Longoria,H,13,M,X,,,California HP,driving recklessly,DMV,news ,Martel Zepeda,FP,B,M,16,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 31,CA,6,Bishop,Inyo,615,1,1,31,2013,2305,2,1,1,1,37.32836111,-118.43551111,John L. Ericson Jr.,W,22,M,X,,,California HP,speeding,DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 135,CA,6,Norco,Riverside,753,1,5,27,2013,614,1,1,3,2,33.93842778,-117.53242222,Joshua Aaron Peerman,W,29,M,,,,Riverside County SO,stolen vehicle,STV,news ,Jesus P. Roblero,BYS,H,M,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 139,CA,6,Los Angeles,Los Angeles,1031,1,6,1,2013,1250,1,1,5,4,34.09035556,-118.16475556,Jose Fernando Arrellano,H,20,M,,,,Los Angeles PD,driving recklessly,DMV,news ,Julio Cesar Reyes-Salvador,BYS,H,M,23,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, @@ -88,7 +88,7 @@ Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latit 9,GA,13,Sardis,Burke,30,1,1,12,2013,225,2,2,2,1,33.03235556,-81.74639444,Antonio Brigham,B,36,M,X,,,Sardis PD,DUI,DMV,news ,Harold Hilton,FP,B,M,66,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 11,GA,13,,Camden,34,1,1,13,2013,2128,2,1,2,1,31.07392222,-81.62162778,Taylor Dawn Uhl,W,15,F,X,,,Camden County SO,murder ,FEL,news ,Christian Joseph Murphy,FP,W,M,21,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 123,GA,13,Lavonia,Franklin,106.1,1,5,14,2013,1402,1,1,4,2,,,Thanquarius Rashawn Calhoun,B,21,M,,,,Georgia State Patrol,speeding,DMV,news ,Marion Ahlexus Shore,FP,B,F,19,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -45,GA,13,Covington,Newton,129,1,2,14,2013,2136,2,2,4,2,33.55648611,-83.84901667,Donald Justin Barnes,W,27,M,X,,,Georgia State Patrol,"driving erratically, speeding",DMV,news ,Kimberly Nicole Anglin,FP,W,26,F,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +45,GA,13,Covington,Newton,129,1,2,14,2013,2136,2,2,4,2,33.55648611,-83.84901667,Donald Justin Barnes,W,27,M,X,,,Georgia State Patrol,"driving erratically, speeding",DMV,news ,Kimberly Nicole Anglin,FP,W,F,26,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 78,GA,13,,DeKalb,240,1,3,20,2013,1900,1,2,7,2,33.70689167,-84.21843333,Jeremiah Maurice Warthen,B,27,M,,,,DeKalb County PD,hit police car,FEL,court ,Jordan Haynes,BYS,B,M,3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 96,GA,13,Dahlonega,Lumpkin,300,1,4,9,2013,2231,2,1,2,2,34.47831667,-84.09047222,Stephen Brent Waters,W,33,M,X,,,Georgia State Patrol,"driving aggressively, tailgating",DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 103,GA,13,Austell,Cobb,323,1,4,17,2013,331,2,2,2,2,33.82251944,-84.61704444,Chrystina L. Stanford,B,29,F,X,,,Austell PD,DUI,DMV,police ,Gary V. Sheppard,BYS,B,M,41,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, @@ -174,9 +174,9 @@ Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latit 277,MN,27,,Becker,297,1,11,1,2013,130,2,1,1,1,46.74557222,-95.92241944,Brandon Boswell,OTH,24,M,X,,,Becker County SO,driving stolen vehicle,STV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 36,MS,28,,Grenada,46,1,2,6,2013,2234,2,1,1,1,33.67753611,-89.63426389,James Roy Worley,W,27,M,X,Y,Y,Duck Hill PD,speeding,DMV,police ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 42,MS,28,,Perry,48,1,2,10,2013,0,2,1,1,1,31.199175,-89.03773889,,W,33,M,X,,,Perry County SO,suspected of transporting drugs,SUS,interview,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -43,MS,28,Purvis,Lamar,121,1,2,10,2013,351,6,1,2,1,31.16680278,-89.43103611,Jimmy Harrison Howard,W,44,M,,,,Lamar County SO,ran stop sign,INF,news ,Deanna Swinford,FP,W,37,F,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +43,MS,28,Purvis,Lamar,121,1,2,10,2013,351,6,1,2,1,31.16680278,-89.43103611,Jimmy Harrison Howard,W,44,M,,,,Lamar County SO,ran stop sign,INF,news ,Deanna Swinford,FP,W,F,37,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 235,MS,28,,Newton,364,1,9,19,2013,2240,2,2,2,1,32.44536111,-89.09761667,,W,20,M,X,,,,,,,,FP,W,21,M,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -269,MS,28,Eupora,Webster,435,1,10,23,2013,930,1,3,3,1,33.52311667,-89.263525,Frank Levon Maye,B,33,M,X,,,Webster County SO,armed robbery,FEL,news ,Keith Crenshaw,LEO,W,52,M,Nathaniel Robinson,FP,B,M,22,,,,,,,,,,,,,,,,,,,,,,,,, +269,MS,28,Eupora,Webster,435,1,10,23,2013,930,1,3,3,1,33.52311667,-89.263525,Frank Levon Maye,B,33,M,X,,,Webster County SO,armed robbery,FEL,news ,Keith Crenshaw,LEO,W,M,52,Nathaniel Robinson,FP,B,M,22,,,,,,,,,,,,,,,,,,,,,,,,, 271,MS,28,,Attala,441,1,10,26,2013,1530,1,2,5,2,33.06604444,-89.57823611,Nickholas Jackson,B,30,M,,,,Kosciusko PD,hit police cars at checkpoint,FEL,news ,Chassie Holifield,BYS,W,F,33,Erica Holifield,BYS,W,F,16,,,,,,,,,,,,,,,,,,,,,,,,, 282,MS,28,Laurel,Jones,464,1,11,5,2013,2125,3,1,1,1,31.69441944,-89.14666389,David F. Finez,H,23,H,X,,,Mississippi HP,speeding,DMV,police ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 319,MS,28,,Union,529,1,12,18,2013,2100,1,1,1,1,34.55373056,-89.11543333,Crystil M. Byers,W,27,F,,,,Union County SO,,NA,police ,Clinton H. Frazier,LEO,W,M,36,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, @@ -625,7 +625,7 @@ Seq,ST,ST2,City,County,Case,Veh,Mo,Date,Year,Time,Light,Deaths,People,Vehs,Latit 350,TX,48,,Bell,159,1,1,22,2014,19,2,1,1,1,30.9347,-97.82081389,Glenn Allen Moore,W,23,M,X,,,Cove and Killeen PDs,"driving recklessly, speeding",DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 352,TX,48,Burleson,Johnson,165,1,1,23,2014,1800,5,1,1,1,32.48254444,-97.27852222,Darrell Ray Barbee,W,48,M,X,,,Johnson County SO,driving recklessly,DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 353,TX,48,,Montgomery,166,1,1,23,2014,650,3,1,6,4,30.08844167,-95.23455833,Marcus D. Davis ,B,24,M,X,Y,Y,Houston PD,speeding,DMV,news ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, -380,TX,48,Victoria,Victoria,449,2,2,27,2014,241,3,1,2,2,28.81193889,-96.97446667,Christopher Cordil-Cortinas,H,23,M,,,,,DUI,DMV,news ,Cynthia Ann Partida,BYS,H,44,F,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, +380,TX,48,Victoria,Victoria,449,2,2,27,2014,241,3,1,2,2,28.81193889,-96.97446667,Christopher Cordil-Cortinas,H,23,M,,,,,DUI,DMV,news ,Cynthia Ann Partida,BYS,H,F,44,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 378,TX,48,,Brooks,455,1,2,25,2014,332,2,1,9,1,27.2574,-98.11961111,Karin Yamilec Aguilar-Melgor,H,22,F,,,,Border Patrol,human trafficking,FEL,court ,German Noel Osorto,FP,H,M,30,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 384,TX,48,,Travis,469,1,3,2,2014,344,2,1,2,1,30.38321111,-97.60253056,Ruben Munoz,H,26,M,,,,Travis County SO,speeding,DMV,police ,Micole Tiffany Medina,FP,H,F,28,,,,,,,,,,,,,,,,,,,,,,,,,,,,,, 397,TX,48,,Cherokee,616,1,3,22,2014,2233,2,1,3,2,32.00285556,-95.09993889,Jorge Jaime Torres-Grimaldo,H,33,M,X,,,New Summerfield PD,fight in roadway,SUS,police ,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,