From ae3948d488c786c6d661713165ed70090bf737bf Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Tue, 6 Mar 2018 11:48:18 -0500 Subject: [PATCH 01/30] update readme --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 6b82754..343ed27 100644 --- a/README.md +++ b/README.md @@ -1,2 +1,6 @@ # BLL Michigan blood lead levels + +File naming convention is like this: BLL_under6_county_2016. + + From 40f0724a2ab3978a917bb6809f1789ae91916f8c Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Thu, 8 Mar 2018 11:12:53 -0500 Subject: [PATCH 02/30] add BLL_under6_zip_2013 --- 2013/BLL_under6_zip_2013.csv | 973 +++++++++++++++++++++++++++++++++++ 1 file changed, 973 insertions(+) create mode 100644 2013/BLL_under6_zip_2013.csv diff --git a/2013/BLL_under6_zip_2013.csv b/2013/BLL_under6_zip_2013.csv new file mode 100644 index 0000000..a92088d --- /dev/null +++ b/2013/BLL_under6_zip_2013.csv @@ -0,0 +1,973 @@ 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or,,,,,,,,,,,,,, +Unknown,---,---,238,---,244,7,0,1,0,0,8,1,3.4,0.4 +Total,27.0,"720,994","147,841",20.5,"142,153","4,793",256,517,123,13,"5,702",653,3.9,0.4 From dd503e4c26b7b9567368887e48319b61d249d68b Mon Sep 17 00:00:00 2001 From: wxiaonanw Date: Thu, 8 Mar 2018 11:19:29 -0500 Subject: [PATCH 03/30] file with unformatted var. names --- BLL_under6_county_2016.csv | 89 ++++++++++++++++++++++++++++++++++++++ 1 file changed, 89 insertions(+) create mode 100644 BLL_under6_county_2016.csv diff --git a/BLL_under6_county_2016.csv b/BLL_under6_county_2016.csv new file mode 100644 index 0000000..7e19f99 --- /dev/null +++ b/BLL_under6_county_2016.csv @@ -0,0 +1,89 @@ +Children Under 6 County,All Blood Samples,,,Capillary Samples,,Venous Samples,,,, +,Tested, > 5 ug/dL ,,>= 5ug/dL,,>= 5ug/dL,,5-14 ug/dL,> 15 ug/dL, +,,N,%,N,%,N,%,N,N,% +ALCONA,93,*,*,*,*,*,*,*,0,‐ +ALGER,65,0,‐,0,‐,0,‐,0,0,‐ +ALLEGAN,"1,583",40,2.5,24,1.5,16,1,*,*,* +ALPENA,348,6,1.7,*,*,*,*,*,*,* +ANTRIM,322,*,*,*,*,*,*,*,0,‐ +ARENAC,265,*,*,*,*,*,*,*,0,‐ +BARAGA,147,*,*,*,*,0,‐,0,0,‐ +BARRY,466,16,3.4,7,1.5,9,1.9,*,*,* +BAY,"1,492",50,3.4,34,2.3,16,1.1,16,0,‐ +BENZIE,282,7,2.5,*,*,*,*,*,0,‐ +BERRIEN,"2,166",76,3.5,41,1.9,35,1.6,29,6,0.3 +BRANCH,672,26,3.9,14,2.1,12,1.8,*,*,* +CALHOUN,"2,735",174,6.4,74,2.7,100,3.7,90,10,0.4 +CASS,609,28,4.6,17,2.8,11,1.8,*,*,* +CHARLEVOIX,300,*,*,*,*,0,‐,0,0,‐ +CHEBOYGAN,265,0,‐,0,‐,0,‐,0,0,‐ +CHIPPEWA,348,8,2.3,*,*,*,*,*,0,‐ +CLARE,391,8,2,*,*,*,*,*,0,‐ +CLINTON,739,6,0.8,*,*,*,*,*,0,‐ +CRAWFORD,145,*,*,*,*,0,‐,0,0,‐ +DELTA,414,13,3.1,8,1.9,*,*,*,0,‐ +DICKINSON,242,*,*,*,*,*,*,*,0,‐ +EATON,"1,154",30,2.6,14,1.2,16,1.4,*,*,* +EMMET,332,*,*,*,*,*,*,*,0,‐ +GENESEE,"11,703",210,1.8,64,0.5,146,1.2,126,20,0.2 +GLADWIN,302,*,*,*,*,*,*,*,0,‐ +GOGEBIC,192,7,3.6,*,*,*,*,*,*,* +GRAND TRAVERSE,"1,430",20,1.4,16,1.1,*,*,*,*,* +GRATIOT,513,11,2.1,9,1.8,*,*,*,0,‐ +HILLSDALE,888,42,4.7,27,3,15,1.7,*,*,* +HOUGHTON,562,21,3.7,*,*,16,2.8,16,0,‐ +HURON,409,*,*,*,*,*,*,*,0,‐ +INGHAM,"4,712",123,2.6,52,1.1,71,1.5,63,8,0.2 +IONIA,980,27,2.8,8,0.8,19,1.9,*,*,* +IOSCO,263,9,3.4,7,2.7,*,*,*,*,* +IRON,107,*,*,*,*,*,*,*,0,‐ +ISABELLA,610,*,*,*,*,*,*,*,0,‐ +JACKSON,"2,879",218,7.6,142,4.9,76,2.6,69,7,0.2 +KALAMAZOO,"3,727",132,3.5,88,2.4,44,1.2,38,6,0.2 +KALKASKA,241,8,3.3,*,*,*,*,*,0,‐ +KENT,"9,984",617,6.2,412,4.1,205,2.1,176,29,0.3 +KEWEENAW,33,0,‐,0,‐,0,‐,0,0,‐ +LAKE,102,*,*,*,*,0,‐,0,0,‐ +LAPEER,"1,014",32,3.2,26,2.6,6,0.6,*,*,* +LEELANAU,279,13,4.7,10,3.6,*,*,*,0,‐ +LENAWEE,"1,164",71,6.1,26,2.2,45,3.9,38,7,0.6 +LIVINGSTON,"1,030",11,1.1,6,0.6,*,*,*,*,* +LUCE,76,*,*,*,*,0,‐,0,0,‐ +MACKINAC,107,*,*,*,*,0,‐,0,0,‐ +MACOMB,"11,769",99,0.8,57,0.5,42,0.4,*,*,* +MANISTEE,334,17,5.1,12,3.6,*,*,*,0,‐ +MARQUETTE,546,7,1.3,*,*,*,*,*,0,‐ +MASON,511,19,3.7,17,3.3,*,*,*,0,‐ +MECOSTA,381,8,2.1,*,*,*,*,*,*,* +MENOMINEE,254,8,3.1,*,*,*,*,*,*,* +MIDLAND,505,*,*,*,*,*,*,*,0,‐ +MISSAUKEE,117,0,‐,0,‐,0,‐,0,0,‐ +MONROE,"1,432",22,1.5,7,0.5,15,1,*,*,* +MONTCALM,833,15,1.8,9,1.1,6,0.7,*,*,* +MONTMORENCY,78,*,*,*,*,0,‐,0,0,‐ +MUSKEGON,"2,612",157,6,89,3.4,68,2.6,60,8,0.3 +NEWAYGO,477,12,2.5,7,1.5,*,*,*,0,‐ +OAKLAND,"15,882",196,1.2,108,0.7,88,0.6,82,6,0 +OCEANA,477,13,2.7,9,1.9,*,*,*,0,‐ +OGEMAW,271,*,*,*,*,0,‐,0,0,‐ +ONTONAGON,42,*,*,0,‐,*,*,*,0,‐ +OSCEOLA,325,9,2.8,6,1.8,*,*,*,0,‐ +OSCODA,109,*,*,*,*,0,‐,0,0,‐ +OTSEGO,397,*,*,0,‐,*,*,*,0,‐ +OTTAWA,"3,081",57,1.9,41,1.3,16,0.5,*,*,* +PRESQUE ISLE,97,*,*,*,*,0,‐,0,0,‐ +ROSCOMMON,176,0,‐,0,‐,0,‐,0,0,‐ +SAGINAW,"3,470",92,2.7,67,1.9,25,0.7,*,*,* +SAINT CLAIR,"2,941",152,5.2,123,4.2,29,1,22,7,0.2 +SAINT JOSEPH,"1,052",67,6.4,53,5,14,1.3,8,6,0.6 +SANILAC,356,10,2.8,8,2.2,*,*,*,0,‐ +SCHOOLCRAFT,84,*,*,*,*,0,‐,0,0,‐ +SHIAWASSEE,"1,451",49,3.4,30,2.1,19,1.3,*,*,* +TUSCOLA,902,17,1.9,8,0.9,9,1,9,0,‐ +VAN BUREN,966,42,4.3,26,2.7,16,1.7,16,0,‐ +WASHTENAW,"3,207",32,1,15,0.5,17,0.5,*,*,* +WAYNE,,,,,,,,,, +(excluding Detroit),"19,857",425,2.1,205,1,220,1.1,198,22,0.1 +Detroit,"23,662","2,073",8.8,683,2.9,"1,390",5.9,"1,252",138,0.6 +WEXFORD,356,7,2,*,*,*,*,*,*,* +MICHIGAN,"157,892","5,724",3.6,"2,792",1.8,"2,932",1.9,"2,614",318,0.2 From 07549a2e04d3a5e1742d360fdb8418376cc85133 Mon Sep 17 00:00:00 2001 From: Carissa Kasim Date: Thu, 8 Mar 2018 11:20:55 -0500 Subject: [PATCH 04/30] uploading BLL_1and2_county_2015 --- 2015/BLL_1and2_county_2015.csv | 87 ++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 2015/BLL_1and2_county_2015.csv diff --git a/2015/BLL_1and2_county_2015.csv b/2015/BLL_1and2_county_2015.csv new file mode 100644 index 0000000..7518562 --- /dev/null +++ b/2015/BLL_1and2_county_2015.csv @@ -0,0 +1,87 @@ +Alcona,15.0,61.5,134,44,32.8,41,**,0,0,0,0,**,** +Alger,25.7,64.1,137,55,40.1,51,**,**,0,**,**,**,** +Allegan,21.0,51.1,"2,656",966,36.4,929,30,**,**,7,0.7,37,3.8 +Alpena,23.5,71.6,535,218,40.7,216,**,0,0,0,0,**,** +Antrim,17.1,52.6,390,182,46.7,179,**,0,0,0,0,**,** +Arenac,16.9,58.2,226,153,67.7,151,**,**,0,**,**,**,** +Baraga,30.9,71.7,143,98,68.5,98,0,0,0,0,0,0,0 +Barry,24.5,57.3,"1,241",357,28.8,345,**,**,**,**,**,12,3.4 +Bay,32.1,75.6,"2,125","1,182",55.6,"1,134",36,**,**,12,1.0,48,4.1 +Benzie,17.1,46.3,307,180,58.6,180,0,0,0,0,0,0,0 +Berrien,26.5,72.2,"3,815","1,293",33.9,"1,245",22,**,**,26,2.0,48,3.7 +Branch,27.8,65.3,"1,185",255,21.5,246,**,**,0,**,**,9,3.5 +Calhoun,32.6,75.3,"3,338","1,067",32.0,"1,013",17,29,8,37,3.5,54,5.1 +Cass,20.3,59.9,961,369,38.4,360,**,**,0,**,**,9,2.4 +Charlevoix,19.8,54.4,487,188,38.6,186,**,**,0,**,**,**,** +Cheboygan,23.0,53.5,408,175,42.9,175,0,0,0,0,0,0,0 +Chippewa,22.0,58.6,704,230,32.7,225,**,**,0,**,**,**,** +Clare,12.0,58.8,661,307,46.4,306,0,**,0,**,**,**,** +Clinton,22.1,52.8,"1,690",364,21.5,359,**,**,0,**,**,**,** +Crawford,10.5,55.6,224,70,31.3,69,0,**,0,**,**,**,** +Delta,32.4,68,728,341,46.8,323,11,7,0,7,2.1,18,5.3 +Dickinson,36.4,71.7,533,180,33.8,180,0,0,0,0,0,0,0 +Eaton,20.1,56.4,"2,305",610,26.5,585,11,14,0,14,2.3,25,4.1 +Emmet,22.8,48.3,616,235,38.1,235,0,0,0,0,0,0,0 +Genesee,19.9,68,"9,867","4,196",42.5,"4,090",56,**,**,50,1.2,106,2.5 +Gladwin,12.0,49.5,499,215,43.1,213,**,**,0,**,**,**,** +Gogebic,46.4,76.7,237,115,48.5,108,**,**,0,**,**,7,6.1 +Grand Traverse,14.8,43.5,"2,013",937,46.5,918,13,6,0,6,0.6,19,2.0 +Gratiot,36.5,69.8,818,280,34.2,279,**,0,0,0,0,**,** +Hillsdale,34.5,63.2,"1,071",361,33.7,348,**,**,0,**,**,13,3.6 +Houghton,50.5,75.5,749,471,62.9,461,0,**,**,10,2.1,10,2.1 +Huron,28.9,68.9,590,217,36.8,213,**,0,**,**,**,**,** +Ingham,23.9,68.2,"6,440","2,693",41.8,"2,624",32,**,**,37,1.4,69,2.6 +Ionia,33.2,63,"1,492",641,43.0,620,15,**,**,6,0.9,21,3.3 +Iosco,17.7,65.6,493,224,45.4,215,**,**,**,**,**,9,4.0 +Iron,43.3,72.1,186,79,42.5,78,**,0,0,0,0,**,** +Isabella,16.1,48.2,"1,337",453,33.9,447,**,**,0,**,**,6,1.3 +Jackson,30.2,67.9,"3,412","2,192",64.2,"2,080",79,**,**,33,1.5,112,5.1 +Kalamazoo,22.0,62.6,"6,234","2,082",33.4,"2,009",54,**,**,19,0.9,73,3.5 +Kalkaska,11.2,49.3,367,101,27.5,101,0,0,0,0,0,0,0 +Kent,23.1,59.2,"17,888","7,767",43.4,"7,283",371,100,13,113,1.5,484,6.2 +Keweenaw,44.5,77.6,29,19,65.5,19,0,0,0,0,0,0,0 +Lake,11.3,52.6,144,78,54.2,78,0,0,0,0,0,0,0 +Lapeer,19.6,52.9,"1,672",647,38.7,629,**,0,**,**,**,18,2.8 +Leelanau,16.0,46.5,313,164,52.4,157,**,**,0,**,**,7,4.3 +Lenawee,30.9,67.2,"2,255",641,28.4,577,44,**,**,20,3.1,64,10.0 +Livingston,11.4,39,"3,689",751,20.4,744,**,**,0,**,**,7,0.9 +Luce,24.8,64.3,102,68,66.7,68,0,0,0,0,0,0,0 +Mackinac,23.6,58.6,182,109,59.9,108,0,**,0,**,**,**,** +Macomb,9.1,59.1,"18,754","6,773",36.1,"6,690",60,**,**,23,0.3,83,1.2 +Manistee,27.4,63.9,376,236,62.8,230,**,0,**,**,**,6,2.5 +Marquette,29.0,69.4,"1,241",381,30.7,374,**,**,0,**,**,7,1.8 +Mason,27.4,64.6,591,131,22.2,128,**,**,0,**,**,**,** +Mecosta,17.6,53.4,840,233,27.7,231,**,0,0,0,0,**,** +Menominee,31.1,73.2,436,208,47.7,197,**,**,**,**,**,11,5.3 +Midland,14.2,58.7,"1,679",359,21.4,354,**,**,0,**,**,**,** +Missaukee,17.4,56.2,351,105,29.9,105,0,0,0,0,0,0,0 +Monroe,21.9,59,"3,208",990,30.9,976,8,**,**,6,0.6,14,1.4 +Montcalm,25.0,57.7,"1,411",539,38.2,526,**,**,0,**,**,13,2.4 +Montmorency,13.5,58.6,127,48,37.8,48,0,0,0,0,0,0,0 +Muskegon,26.7,66.2,"4,150","1,551",37.4,"1,480",35,29,7,36,2.3,71,4.6 +Newaygo,17.9,53.6,"1,097",367,33.5,361,**,**,0,**,**,6,1.6 +Oakland,14.1,60.5,"27,162","8,597",31.7,"8,469",61,59,8,67,0.8,128,1.5 +Oceana,23.9,57.8,604,218,36.1,215,**,**,0,**,**,**,** +Ogemaw,15.5,61.6,373,148,39.7,148,0,0,0,0,0,0,0 +Ontonagon,39.2,73.2,59,35,59.3,34,0,**,0,**,**,**,** +Osceola,18.7,56.6,522,218,41.8,216,**,0,0,0,0,**,** +Oscoda,13.0,62.1,135,61,45.2,61,0,0,0,0,0,0,0 +Otsego,11.2,50.3,488,165,33.8,165,0,0,0,0,0,0,0 +Ottawa,14.8,45.3,"7,054","2,369",33.6,"2,321",40,8,0,8,0.3,48,2.0 +Presque Isle,22.0,66.3,184,83,45.1,82,**,0,0,0,0,**,** +Roscommon,9.8,58.7,362,162,44.8,161,**,0,0,0,0,**,** +Saginaw,26.3,73.1,"4,490","2,495",55.6,"2,423",59,**,**,13,0.5,72,2.9 +Saint Clair,25.6,59.4,"3,146","1,422",45.2,"1,359",54,**,**,9,0.6,63,4.4 +Saint Joseph,24.2,65.1,"1,568",603,38.5,576,**,**,0,**,**,27,4.5 +Sanilac,30.5,64.6,871,215,24.7,209,**,**,0,**,**,6,2.8 +Schoolcraft,26.8,63.3,139,73,52.5,72,**,0,0,0,0,**,** +Shiawassee,30.4,68.2,"1,421",797,56.1,752,39,6,0,6,0.8,45,5.6 +Tuscola,30.0,67.4,"1,107",583,52.7,578,**,**,0,**,**,**,** +Van Buren,22.7,58.1,"1,872",449,24.0,427,12,10,0,10,2.2,22,4.9 +Washtenaw,16.8,56.5,"7,337","2,000",27.3,"1,968",11,21,0,21,1.1,32,1.6 +Wayne,,,†,,,,,,,,,, +"(excluding Detroit)",,,,,,,,,,,,, +"",21.7,74.5,--,"9,868",--,"9,692",64,**,**,112,1.1,176,1.8 +Wexford,21.4,53.7,814,260,31.9,257,**,**,0,**,**,**,** +City of Detroit,57.9,93.2,--†,"9,075",--,"8,258",155,588,74,662,7.3,817,9.0 +MICHIGAN,23.4,64.8,"228,094","86,437",37.9,"83,441","1,558","1,277",161,"1,438",1.7,"2,996",3.5 From d987c26df5422ed09fd6be95ac206705ffd33d84 Mon Sep 17 00:00:00 2001 From: Emma Livingston Date: Thu, 8 Mar 2018 11:21:28 -0500 Subject: [PATCH 05/30] BLL_under6_fundedcommunities_2014.csv --- BLL_under6_fundedcommunities_2014.csv | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 BLL_under6_fundedcommunities_2014.csv diff --git a/BLL_under6_fundedcommunities_2014.csv b/BLL_under6_fundedcommunities_2014.csv new file mode 100644 index 0000000..9255d9c --- /dev/null +++ b/BLL_under6_fundedcommunities_2014.csv @@ -0,0 +1,12 @@ +,percent_pre1950_housing,percent_pre1978_housinig,Venous BLL 5 to 14 ug/dL,,Venous BLL >= 15 ug/dL,,Total Venous BLL ≥ 5 μg/dL,,,,,,"Total BLL ≥ Venous & Capillary 5 μg/dL,",,,,Capillary +Community,,,,,,,,,,,,,,,,, +Detroit,62.2,93.3,"1,397",,149,,"1,546",,,6.8,,,"1,876",,,,8.2 +Flint,38,89.7,53,,<6,,58,,,2.5,,,106,,,,4.5 +Grand Rapids,48.1,81.5,94,,21,,115,,,2.6,,,359,,,,8.2 +Hamtramck,78.2,94.6,48,,<6,,51,,,5.1,,,79,,,,7.8 +Highland Park,68.8,87.9,37,,<6,,41,,,14.2,,,46,,,,15.9 +Jackson,67.6,91.6,16,,<6,,19,,,1.8,,,93,,,,8.7 +Lansing,35.7,81.9,27,,<6,,31,,,1,,,103,,,,3.4 +Muskegon/MuskHts,48.6,84.4,62,,6,,68,,,5.8,,,123,,,,10.5 +Subtotal,53.5,88.4,"1,734",,195,,"1,925",,,5.3,,,"2,785",,,,7.7 +Michigan,24.7,64.8,"2,437",,285,,"2,722",,,1.9,,,"5,053",,,,3.5 From 72ec2a332f68e62ae4f3c7f27c99427da47286b4 Mon Sep 17 00:00:00 2001 From: wxiaonanw Date: Thu, 8 Mar 2018 11:23:45 -0500 Subject: [PATCH 06/30] moved to folder --- BLL_under6_county_2016.csv => 2016/BLL_under6_county_2016.csv | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename BLL_under6_county_2016.csv => 2016/BLL_under6_county_2016.csv (100%) diff --git a/BLL_under6_county_2016.csv b/2016/BLL_under6_county_2016.csv similarity index 100% rename from BLL_under6_county_2016.csv rename to 2016/BLL_under6_county_2016.csv From 7843419419b41ba1d2255d2f506b3c10df47e78f Mon Sep 17 00:00:00 2001 From: Kerry LeCure Date: Thu, 8 Mar 2018 11:24:03 -0500 Subject: [PATCH 07/30] add BLL_under6_county_2015 --- 2015/BLL_under6_county_2015.csv | 86 +++++++++++++++++++++++++++++++++ 1 file changed, 86 insertions(+) create mode 100644 2015/BLL_under6_county_2015.csv diff --git a/2015/BLL_under6_county_2015.csv b/2015/BLL_under6_county_2015.csv new file mode 100644 index 0000000..5ce01f9 --- /dev/null +++ b/2015/BLL_under6_county_2015.csv @@ -0,0 +1,86 @@ +County,percent_pre1950_housing,percent_pre1978_housing,population,total_n,total_percent,all_less5_total,capillary_greater5_total,venous_5to14_total,venous_greater15_total,venous_greater5_total,venous_greater5_percent,all_greater5_total,all_greater5_percent +Alcona,15,61.5,421,51,12.1,48,**,0,0,0,0,**,** +Alger,25.7,64.1,438,66,15.1,62,**,**,0,**,**,**,** +Allegan,21,51.1,"8,514","1,287",15.1,"1,239",40,**,**,8,0.6,48,3.7 +Alpena,23.5,71.6,"1,700",258,15.2,256,**,0,0,0,0,**,** +Antrim,17.1,52.6,"1,305",265,20.3,261,**,0,0,0,0,**,** +Arenac,16.9,58.2,799,209,26.2,207,**,**,0,**,**,**,** +Baraga,30.9,71.7,483,155,32.1,154,0,**,0,**,**,**,** +Barry,24.5,57.3,"4,017",456,11.4,439,**,**,**,**,**,17,3.7 +Bay,32.1,75.6,"7,065","1,401",19.8,"1,340",43,**,**,18,1.3,61,4.4 +Benzie,17.1,46.3,922,264,28.6,262,**,**,0,**,**,**,** +Berrien,26.5,72.2,"11,491","1,697",14.8,"1,632",33,**,**,32,1.9,65,3.8 +Branch,27.8,65.3,"3,306",563,17,551,**,**,**,**,**,12,2.1 +Calhoun,32.6,75.3,"10,075","1,918",19,"1,830",25,54,9,63,3.3,88,4.6 +Cass,20.3,59.9,"3,318",438,13.2,424,**,**,0,**,**,14,3.2 +Charlevoix,19.8,54.4,"1,615",265,16.4,263,**,**,0,**,**,**,** +Cheboygan,23,53.5,"1,335",216,16.2,215,0,**,0,**,**,**,** +Chippewa,22,58.6,"2,565",373,14.5,367,**,**,**,**,**,6,1.6 +Clare,12,58.8,"1,984",386,19.5,385,0,**,0,**,**,**,** +Clinton,22.1,52.8,"4,835",644,13.3,634,**,**,**,**,**,10,1.6 +Crawford,10.5,55.6,629,93,14.8,92,0,**,0,**,**,**,** +Delta,32.4,68,"2,242",401,17.9,382,12,7,0,7,1.7,19,4.7 +Dickinson,36.4,71.7,"1,520",211,13.9,211,0,0,0,0,0,0,0 +Eaton,20.1,56.4,"7,374",995,13.5,964,16,15,0,15,1.5,31,3.1 +Emmet,22.8,48.3,"1,969",320,16.3,320,0,0,0,0,0,0,0 +Genesee,19.9,68,"30,963","6,983",22.6,"6,823",77,74,9,83,1.2,160,2.3 +Gladwin,12,49.5,"1,540",303,19.7,301,**,**,0,**,**,**,** +Gogebic,46.4,76.7,781,174,22.3,166,**,**,0,**,**,8,4.6 +Grand Traverse,14.8,43.5,"6,117","1,422",23.2,"1,393",20,9,0,9,0.6,29,2 +Gratiot,36.5,69.8,"2,652",464,17.5,461,**,0,0,0,0,**,** +Hillsdale,34.5,63.2,"3,153",791,25.1,768,16,**,**,7,0.9,23,2.9 +Houghton,50.5,75.5,"2,418",592,24.5,577,**,**,**,**,**,15,2.5 +Huron,28.9,68.9,"1,840",338,18.4,333,**,0,**,**,**,**,** +Ingham,23.9,68.2,"19,732","4,741",24,"4,616",61,**,**,64,1.3,125,2.6 +Ionia,33.2,63,"4,806",830,17.3,801,18,**,**,11,1.3,29,3.5 +Iosco,17.7,65.6,"1,232",253,20.5,243,**,**,**,**,**,10,4 +Iron,43.3,72.1,603,108,17.9,107,**,0,0,0,0,**,** +Isabella,16.1,48.2,"4,123",623,15.1,616,**,**,0,**,**,7,1.1 +Jackson,30.2,67.9,"11,225","2,941",26.2,"2,790",103,**,**,48,1.6,151,5.1 +Kalamazoo,22,62.6,"18,545","3,383",18.2,"3,268",80,**,**,35,1,115,3.4 +Kalkaska,11.2,49.3,"1,136",183,16.1,182,0,**,0,**,**,**,** +Kent,23.1,59.2,"53,229","9,780",18.4,"9,170",460,131,19,150,1.5,610,6.2 +Keweenaw,44.5,77.6,108,23,21.3,23,0,0,0,0,0,0,0 +Lake,11.3,52.6,555,115,20.7,114,**,0,0,0,0,**,** +Lapeer,19.6,52.9,"5,481",847,15.5,825,**,0,**,**,**,22,2.6 +Leelanau,16,46.5,"1,043",237,22.7,230,**,**,0,**,**,7,3 +Lenawee,30.9,67.2,"6,641","1,044",15.7,940,79,**,**,25,2.4,104,10 +Livingston,11.4,39,"11,768","1,048",8.9,"1,039",**,**,0,**,**,9,0.9 +Luce,24.8,64.3,368,84,22.8,84,0,0,0,0,0,0,0 +Mackinac,23.6,58.6,534,127,23.8,126,0,**,0,**,**,**,** +Macomb,9.1,59.1,"56,493","10,430",18.5,"10,316",80,**,**,34,0.3,114,1.1 +Manistee,27.4,63.9,"1,308",287,21.9,280,**,0,**,**,**,7,2.4 +Marquette,29,69.4,"4,159",435,10.5,423,**,**,0,**,**,12,2.8 +Mason,27.4,64.6,"1,915",447,23.3,418,**,**,0,**,**,29,6.5 +Mecosta,17.6,53.4,"2,519",278,11,276,**,0,0,0,0,**,** +Menominee,31.1,73.2,"1,383",254,18.4,241,**,**,**,**,**,13,5.1 +Midland,14.2,58.7,"5,411",493,9.1,486,**,**,0,**,**,7,1.4 +Missaukee,17.4,56.2,"1,082",119,11,117,**,**,0,**,**,**,** +Monroe,21.9,59,"10,703","1,433",13.4,"1,416",11,**,**,6,0.4,17,1.2 +Montcalm,25,57.7,"4,315",856,19.8,841,**,**,0,**,**,15,1.8 +Montmorency,13.5,58.6,398,66,16.6,66,0,0,0,0,0,0,0 +Muskegon,26.7,66.2,"13,332","2,625",19.7,"2,513",56,46,10,56,2.1,112,4.3 +Newaygo,17.9,53.6,"3,449",438,12.7,432,**,**,0,**,**,6,1.4 +Oakland,14.1,60.5,"82,220","14,806",18,"14,602",94,100,10,110,0.7,204,1.4 +Oceana,23.9,57.8,"2,048",458,22.4,444,**,**,**,6,1.3,14,3.1 +Ogemaw,15.5,61.6,"1,329",176,13.2,176,0,0,0,0,0,0,0 +Ontonagon,39.2,73.2,209,40,19.1,39,0,**,0,**,**,**,** +Osceola,18.7,56.6,"1,698",271,16,268,**,0,0,0,0,**,** +Oscoda,13,62.1,473,94,19.9,94,0,0,0,0,0,0,0 +Otsego,11.2,50.3,"1,644",271,16.5,271,0,0,0,0,0,0,0 +Ottawa,14.8,45.3,"20,885","2,815",13.5,"2,761",44,10,0,10,0.4,54,1.9 +Presque Isle,22,66.3,622,91,14.6,90,**,0,0,0,0,**,** +Roscommon,9.8,58.7,"1,080",190,17.6,189,**,0,0,0,0,**,** +Saginaw,26.3,73.1,"13,953","3,332",23.9,"3,227",85,**,**,20,0.6,105,3.2 +Saint Clair,25.6,59.4,"10,573","2,752",26,"2,633",106,**,**,13,0.5,119,4.3 +Saint Joseph,24.2,65.1,"4,972",908,18.3,872,**,**,0,**,**,36,4 +Sanilac,30.5,64.6,"2,726",373,13.7,360,**,**,0,**,**,13,3.5 +Schoolcraft,26.8,63.3,494,89,18,88,**,0,0,0,0,**,** +Shiawassee,30.4,68.2,"4,608","1,324",28.7,"1,266",49,9,0,9,0.7,58,4.4 +Tuscola,30,67.4,"3,415",791,23.2,785,**,**,0,**,**,6,0.8 +Van Buren,22.7,58.1,"5,611",783,14,753,19,11,0,11,1.4,30,3.8 +Washtenaw,16.8,56.5,"22,439","2,903",12.9,"2,858",19,**,**,26,0.9,45,1.6 +Wayne (excluding Detroit),21.7,74.5,"81,870","17,998",22,"17,691",110,183,14,197,1.1,307,1.7 +Wexford,21.4,53.7,"2,552",317,12.4,312,**,**,0,**,**,**,** +City of Detroit,57.9,93.2,"58,660","21,548",36.7,"19,928",296,"1,187",137,"1,324",6.1,"1,620",7.5 +MICHIGAN,23.4,64.8,"701,063","140,857",20.1,"136,066","2,296","2,233",262,"2,495",1.8,"4,791",3.4 \ No newline at end of file From 8f774b7727b3c67f6ee97f53471d0bcfd920457e Mon Sep 17 00:00:00 2001 From: Erika Chao Date: Thu, 8 Mar 2018 11:27:39 -0500 Subject: [PATCH 08/30] added csv file --- 2013/BLL_under6_county_2013.csv | 87 +++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 2013/BLL_under6_county_2013.csv diff --git a/2013/BLL_under6_county_2013.csv b/2013/BLL_under6_county_2013.csv new file mode 100644 index 0000000..7bfb30d --- /dev/null +++ b/2013/BLL_under6_county_2013.csv @@ -0,0 +1,87 @@ +,,,,Children Tested,,"Children Tested, by Highest Blood Lead Level (BLL)",,,,,,,,, +County,"%Pre- 1950 Housing","%Pre- 1978 Housing","Children less than Six Years of Age","Number of Children Tested",% Tested,"<5 ug/dL (capillary or venous)","5 to 9 ug/dL (capillary or venous)","Capillary >= 10 ug/dL, not confirmed by venous","Confirmed 10-19 ug/dL (venous only)","Confirmed 20-44 ug/dL (venous only)","Confirmed ?45 ug/dL (venous only)",Total ? 5?g/dL,"Total Confirmed >=10 ug/dL","% with BLL >= 5 ug/dL","% with Confirmed BLL >= 10 ug/dL" +Alcona,12.4,61.5,415,51,12.3,50,1,0,0,0,0,1,0,2,0 +Alger,29.5,64.1,461,76,16.5,75,1,0,0,0,0,1,0,1.3,0 +Allegan,23.2,51.1,"9,036","1,159",12.8,"1,124",31,2,2,0,0,35,2,3,2 +Alpena,25.3,71.6,"1,766",302,17.1,295,6,1,0,0,0,7,0,2.3,0 +Antrim,18.8,52.6,"1,393",258,18.5,252,5,1,0,0,0,6,0,2.3,0 +Arenac,19.8,58.2,894,163,18.2,161,2,0,0,0,0,2,0,1.2,0 +Baraga,34,71.7,510,128,25.1,127,1,0,0,0,0,1,0,0.8,0 +Barry,27.1,57.3,"4,307",465,10.8,454,10,2,0,0,0,12,0,2.6,0 +Bay,33.9,75.6,"7,477",1421,19,"1,350",63,0,7,1,0,71,8,5,0.6 +Benzie,18.6,46.3,"1,119",231,20.6,225,6,0,0,0,0,6,0,2.6,0 +Berrien,28.6,72.2,"11,779","1,728",14.7,"1,664",52,0,10,2,0,64,12,3.7,0.7 +Branch,30.9,65.3,"3,524",765,21.7,726,35,3,0,1,0,39,1,5.1,0.1 +Calhoun,36.1,75.3,"10,445","1,970",18.9,"1,902",54,3,7,4,0,68,11,3.5,0.6 +Cass,22.4,59.9,"3,615",458,12.7,438,16,3,1,0,0,20,1,4.4,0.2 +Charlevoix,25.3,54.4,"1,655",297,17.9,295,2,0,0,0,0,2,0,0.7,0 +Cheboygan,20.9,53.5,"1,462",266,18.2,264,0,2,0,0,0,2,0,0.8,0 +Chippewa,25.1,58.6,"2,374",435,18.3,430,5,0,0,0,0,5,0,1.1,0 +Clare,14.5,58.8,"2,110",414,19.6,411,3,0,0,0,0,3,0,0.7,0 +Clinton,22.5,52.8,"5,279",565,10.7,553,12,0,0,0,0,12,0,2.1,0 +Crawford,13.7,55.6,775,87,11.2,81,6,0,0,0,0,6,0,6.9,0 +Delta,33.3,68,"2,441",453,18.6,435,15,2,1,0,0,18,1,4,0.2 +Dickinson,38.9,71.7,"1,661",303,18.2,296,4,2,1,0,0,7,1,2.3,0.3 +Eaton,20.4,56.4,"7,375","1,132",15.3,"1,117",13,2,0,0,0,15,0,1.3,0 +Emmet,23,48.3,"2,080",322,15.5,320,2,0,0,0,0,2,0,0.6,0 +Genesee,19.9,68,"32,974","7,067",21.4,"6,909",134,13,5,6,0,158,11,2.2,0.2 +Gladwin,12.4,49.5,"1,527",245,16,240,5,0,0,0,0,5,0,2,0 +Gogebic,50,76.7,869,193,22.2,188,5,0,0,0,0,5,0,2.6,0 +Grand Traverse,14.7,43.5,"6,080","1,032",17,995,30,7,0,0,0,37,0,3.6,0 +Gratiot,34.7,69.8,"2,814",475,16.9,468,7,0,0,0,0,7,0,1.5,0 +Hillsdale,36.5,63.2,"3,339",788,23.6,762,24,1,1,0,0,26,1,3.3,0.1 +Houghton,53.4,75.5,"2,528",538,21.3,514,23,0,0,1,0,24,1,4.5,0.2 +Huron,31.8,68.9,"1,901",394,20.7,371,22,0,1,0,0,23,1,5.8,0.3 +Ingham,24.9,68.2,"19,293","4,702",24.4,"4,487",208,2,4,1,0,215,5,4.6,0.1 +Ionia,35.8,63,"4,937",825,16.7,811,12,1,1,0,0,14,1,1.7,0.1 +Iosco,12.7,65.6,"1,183",146,12.3,142,3,1,0,0,0,4,0,2.7,0 +Iron,44.1,72.1,579,149,25.7,146,3,0,0,0,0,3,0,2,0 +Isabella,16.3,48.2,"4,294",731,17,723,6,1,0,1,0,8,1,1.1,0.1 +Jackson,33,67.9,"11,435","2,965",25.9,"2,777",162,12,13,2,1,190,16,6.4,0.5 +Kalamazoo,22.5,62.6,"18,472","3,536",19.1,"3,411",104,12,10,1,0,127,11,3.6,0.3 +Kalkaska,13.2,49.3,"1,218",223,18.3,219,4,0,0,0,0,4,0,1.8,0 +Kent,24.8,59.2,"52,878","10,376",19.6,"9,825",483,15,43,9,1,551,53,5.3,0.5 +Keweenaw,46.9,77.6,119,28,23.5,26,2,0,0,0,0,2,0,7.1,0 +Lake,12.5,52.6,597,121,20.3,120,1,0,0,0,0,1,0,0.8,0 +Lapeer,20.4,52.9,"5,814","1,052",18.1,"1,013",38,1,0,0,0,39,0,3.7,0 +Leelanau,17.9,46.5,"1,119",213,19,206,6,1,0,0,0,7,0,3.3,0 +Lenawee,33.6,67.2,"6,995","1,512",21.6,"1,425",72,11,3,1,0,87,4,5.8,0.3 +Livingston,11.4,39,"12,406","1,106",8.9,"1,094",11,0,0,1,0,12,1,1.1,0.1 +Luce,23.8,64.3,374,73,19.5,71,2,0,0,0,0,2,0,2.7,0 +Mackinac,23.4,58.6,560,116,20.7,110,6,0,0,0,0,6,0,5.2,0 +Macomb,9.3,59.1,"58,786","10,093",17.2,"9,937",130,8,12,6,2,158,20,1.6,0.2 +Manistee,28.8,63.9,"1,324",248,18.7,233,12,1,2,0,0,15,2,6,0.8 +Marquette,27.9,69.4,"4,050",514,12.7,494,17,1,2,0,0,20,2,3.9,0.4 +Mason,32.1,64.6,"1,886",362,19.2,323,33,5,2,0,0,40,2,11,0.6 +Mecosta,18.2,53.4,"2,644",367,13.9,361,6,0,0,0,0,6,0,1.6,0 +Menominee,35.4,73.2,"1,434",262,18.3,252,9,0,1,0,0,10,1,3.8,0.4 +Midland,15.2,58.7,"5,746",501,8.7,493,7,1,0,0,0,8,0,1.6,0 +Missaukee,21.2,56.2,"1,120",133,11.9,133,0,0,0,0,0,0,0,0,0 +Monroe,23,59,"10,597","1,705",16.1,"1,663",39,3,0,0,0,42,0,2.5,0 +Montcalm,27.3,57.7,"4,666",615,13.2,607,8,0,0,0,0,8,0,1.3,0 +Montmorency,18.1,58.6,424,80,18.9,80,0,0,0,0,0,0,0,0,0 +Muskegon,25.8,66.2,"13,543","3,022",22.3,"2,877",124,7,12,2,0,145,14,4.8,0.5 +Newaygo,19.3,53.6,"3,686",426,11.6,422,4,0,0,0,0,4,0,0.9,0 +Oakland,14.7,60.5,"83,905","14,244",17,"14,025",188,8,20,4,1,221,25,1.6,0.2 +Oceana,25.8,57.8,"2,130",515,24.2,498,14,1,2,0,0,17,2,3.3,0.4 +Ogemaw,12.8,61.6,"1,271",96,7.6,94,2,0,0,0,0,2,0,2.1,0 +Ontonagon,39.1,73.2,280,48,17.1,48,0,0,0,0,0,0,0,0,0 +Osceola,22.6,56.6,"1,748",362,20.7,350,8,0,1,2,1,12,4,3.3,1.1 +Oscoda,17.8,62.1,541,48,8.9,47,1,0,0,0,0,1,0,2.1,0 +Otsego,12.2,50.3,"1,654",316,19.1,315,1,0,0,0,0,1,0,0.3,0 +Ottawa,15.7,45.3,"21,541","2,928",13.6,"2,836",82,7,3,0,0,92,3,3.1,0.1 +"Presque Isle ",21.1,66.3,640,121,18.9,121,0,0,0,0,0,0,0,0,0 +Roscommon,13.1,58.7,"1,159",216,18.6,212,4,0,0,0,0,4,0,1.9,0 +Saginaw,28.1,73.1,"14,346","3,775",26.3,"3,646",110,6,12,1,0,129,13,3.4,0.3 +St Clair,25.8,59.4,"11,371","2,597",22.8,"2,477",109,9,3,0,0,121,3,4.7,0.1 +St Joseph,27.5,65.1,"5,155",981,19,943,32,4,1,1,0,38,2,3.9,0.2 +Sanilac,30.7,64.6,"3,012",544,18.1,527,16,0,1,0,0,17,1,3.1,0.2 +Schoolcraft,25.5,63.3,465,88,18.9,88,0,0,0,0,0,0,0,0,0 +Shiawassee,33.9,68.2,"4,734","1,230",26,"1,184",40,1,3,2,0,46,5,3.7,0.4 +Tuscola,30.2,67.4,"3,772",906,24,885,21,0,0,0,0,21,0,2.3,0 +Van Buren,23.3,58.1,"5,982",879,14.7,859,15,1,4,0,0,20,4,2.3,0.5 +Washtenaw,17.2,56.5,22904,2743,12,"2,696",43,1,2,1,0,47,3,1.7,0.1 +Wayne ex Det,22.6,74.5,82994,19466,23.5,"18,980",408,27,43,11,0,489,54,2.5,0.3 +Wexford,23,53.7,2588,329,12.7,319,9,1,0,0,0,10,0,3,0 +"Detroit, City of ",62.2,93.2,60638,25026,41.3,"23,030","1,583",63,281,62,7,"1,996",350,8,1.4 +MICHIGAN,24.7,64.8,"720,994","147,841",20.5,"142,153","4,793",256,517,123,13,"5,702",653,3.9,0.4 From e0d4e282733924aa41c15129ee654401efcf6200 Mon Sep 17 00:00:00 2001 From: nataliakreci Date: Thu, 8 Mar 2018 11:35:15 -0500 Subject: [PATCH 09/30] Added children with medicare lead level data --- .DS_Store | Bin 0 -> 6148 bytes 2013/.DS_Store | Bin 0 -> 6148 bytes 2013/BLL_medicare_allchildren_lead.csv | 86 +++++++++++++++++++++++++ 3 files changed, 86 insertions(+) create mode 100644 .DS_Store create mode 100644 2013/.DS_Store create mode 100644 2013/BLL_medicare_allchildren_lead.csv diff --git a/.DS_Store b/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..7b71e15ecef72a40ab017eedb18923ac7b9b6b21 GIT binary patch literal 6148 zcmeHKL2DC16n>LL-L#h#6^mZ>s1PJgtGRAtDtIUaBQ0Vj?z#&ZSa(BqV~`Novp>VO z>d~JdqCdia;;nvfW)ck5t1U8bdGoz}^WIG6n=rGFh(u=+Z4$XeA=1IFiVR-rt$c<)WZXrM%lEJP0}bo?CbFkWK;|X?v36!euLCrkjDEmm!V8#@z$yH zGjMOtW)E5ouhrh3H@sQ9-E4TP`H2F%&!te@}Cu(MkR zECUyi0X`o*D5Gz%)ToXQG^zvu*5FnGTYdTiJ$3+ngQZ4zAVQ}Cb*eBWhA@?b(CO&+ zO?;_Qr;|`KV;nQHFcpe0g@^D|I0;{)Z7l5|L^|2{#QY^u?$!S{!a!( zt=sQ*ur_nIo>?W|wI1{(l!fC;jms1m>MBMoU&R|xCGdM}0DXg{MtC6hLqO4B8_U2y GW#AV)9c%&s literal 0 HcmV?d00001 diff --git a/2013/.DS_Store b/2013/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..adb6b47724925bb0e18fb1ca8cbf5b3da94c7f6e GIT binary patch literal 6148 zcmeH~zfJ=&48|SkP>H1@W7wFGc!TIvkdWATfYM%(Knhd>!F(H!4L{rA&*@-gK=#S` z632FwZ-~z#lDg;ZsmMY^=BT2)>M#}ESDnaSvm_8D$GzOhR_>&i^~C#UgT@|7CzpJy zQT!vhR^+LCz1)(ul3T40*ekeZeZt<8yj;{>zp1+o+4L&s=<%BgvyfmQ7zhS}fnXpQ z_+mh7FET%Hj4>Dp27-Z42K0T%sA6e2INH;}U@ZVR!)(IbdI>PA0W1v%M=VJ4P|!nD zYcZ0CW6#a6G#nf~T#}tko_2C-9ZIs(v1fCaR2*Xr27-Yx1N**QX#GD!f9e0nL9q%3 zf`Nap{4lnn_t#B`=#OFXyMo`9E=|U M= 10 ug/dL,% >= 5,% >= 10,Children Tested for Lead Poisoning,Children with BLL 5- 9 ug/dL,Children with Venous BLL >= 10 ug/dL,% >= 5,% >= 10 +Alcona,79,36,45.6,1,0,2.8,0,9,0,0,0,0 +Alger,69,47,68.1,0,0,0,0,3,0,0,0,0 +Allegan,"1,182",504,42.6,18,2,4,0.4,252,6,0,2.4,0 +Alpena,290,228,78.6,5,0,2.2,0,30,1,0,3.3,0 +Antrim,236,158,66.9,3,0,1.9,0,35,0,0,0,0 +Arenac,145,98,67.6,1,0,1,0,26,1,0,3.8,0 +Baraga,100,75,75,0,0,0,0,17,0,0,0,0 +Barry,533,293,55,6,0,2,0,32,1,0,3.1,0 +Bay,"1,071",903,84.3,51,7,6.4,0.8,143,5,1,4.2,0.7 +Benzie,148,116,78.4,5,0,4.3,0,39,0,0,0,0 +Berrien,"2,112","1,118",52.9,37,9,4.1,0.8,314,7,2,2.9,0.6 +Branch,600,253,42.2,16,0,6.3,0,302,12,0,4,0 +Calhoun,"1,909",757,39.7,20,6,3.4,0.8,181,12,4,8.8,2.2 +Cass,587,328,55.9,9,1,3,0.3,60,4,0,6.7,0 +Charlevoix,268,193,72,0,0,0,0,38,2,0,5.3,0 +Cheboygan,257,189,73.5,0,0,0,0,43,0,0,0,0 +Chippewa,379,180,47.5,2,0,1.1,0,81,1,0,1.2,0 +Clare,389,305,78.4,1,0,0.3,0,51,1,0,2,0 +Clinton,530,237,44.7,4,0,1.7,0,146,3,0,2.1,0 +Crawford,132,69,52.3,5,0,7.2,0,10,1,0,10,0 +Delta,384,346,90.1,12,1,3.8,0.3,74,3,0,4.1,0 +Dickinson,248,224,90.3,2,0,0.9,0,14,0,0,0,0 +Eaton,916,591,64.5,6,0,1,0,294,4,0,1.4,0 +Emmet,286,197,68.9,2,0,1,0,36,0,0,0,0 +Genesee,"5,913","3,481",58.9,73,9,2.4,0.3,"1,556",29,1,1.9,0.1 +Gladwin,243,162,66.7,2,0,1.2,0,62,3,0,4.8,0 +Gogebic,173,117,67.6,1,0,0.9,0,32,1,0,3.1,0 +Grand Traverse,803,400,49.8,18,0,4.5,0,128,2,0,1.6,0 +Gratiot,434,275,63.4,4,0,1.5,0,88,1,0,1.1,0 +Hillsdale,532,284,53.4,13,0,4.6,0,181,7,0,3.9,0 +Houghton,343,253,73.8,18,0,7.1,0,47,1,1,4.3,2.1 +Huron,317,181,57.1,11,1,6.6,0.6,127,6,0,4.7,0 +Ingham,"3,006","2,254",75,111,3,5.1,0.1,1469,65,2,4.6,0.1 +Ionia,690,518,75.1,9,0,1.7,0,135,2,1,2.2,0.7 +Iosco,314,93,29.6,0,0,0,0,35,3,0,8.6,0 +Iron,110,96,87.3,3,0,3.1,0,28,0,0,0,0 +Isabella,546,300,54.9,2,0,0.7,0,134,0,0,0,0 +Jackson,"1,838","1,414",76.9,101,11,7.9,0.8,493,25,2,5.5,0.4 +Kalamazoo,"2,676","1,477",55.2,65,4,4.7,0.3,458,15,5,4.4,1.1 +Kalkaska,202,105,52,2,0,1.9,0,24,1,0,4.2,0 +Kent,"7,514","6,189",82.4,337,38,6.1,0.6,"1,001",79,9,8.8,0.9 +Keweenaw,15,10,66.7,0,0,0,0,4,0,0,0,0 +Lake,123,88,71.5,0,0,0,0,21,0,0,0,0 +Lapeer,784,545,69.5,23,0,4.2,0,226,4,0,1.8,0 +Leelanau,127,82,64.6,4,0,4.9,0,31,0,0,0,0 +Lenawee,"1,058",683,64.6,34,2,5.3,0.3,283,24,1,8.8,0.4 +Livingston,937,580,61.9,4,1,0.9,0.2,116,1,0,0.9,0 +Luce,77,59,76.6,0,0,0,0,4,1,0,25,0 +Mackinac,101,66,65.3,3,0,4.5,0,14,0,0,0,0 +Macomb,"7,750","3,703",47.8,53,5,1.6,0.1,1813,22,8,1.7,0.4 +Manistee,207,178,86,8,1,5.1,0.6,19,1,0,5.3,0 +Marquette,528,346,65.5,12,2,4,0.6,59,1,1,3.4,1.7 +Mason,325,97,29.8,5,0,5.2,0,54,8,0,14.8,0 +Mecosta,466,219,47,3,0,1.4,0,55,1,0,1.8,0 +Menominee,200,156,78,8,0,5.1,0,34,1,0,2.9,0 +Midland,705,204,28.9,2,0,1,0,134,3,0,2.2,0 +Missaukee,215,98,45.6,0,0,0,0,15,0,0,0,0 +Monroe,"1,299",835,64.3,24,0,2.9,0,221,9,0,4.1,0 +Montcalm,806,357,44.3,6,0,1.7,0,120,1,0,0.8,0 +Montmorency,77,58,75.3,0,0,0,0,8,0,0,0,0 +Muskegon,"2,564","1,230",48,75,10,6.9,0.8,953,40,3,4.5,0.3 +Newaygo,683,279,40.8,3,0,1.1,0,35,0,0,0,0 +Oakland,"7,944","3,975",50,77,8,2.1,0.2,2327,25,5,1.3,0.2 +Oceana,441,231,52.4,4,1,2.2,0.4,190,1,1,1.1,0.5 +Ogemaw,252,68,27,2,0,2.9,0,17,0,0,0,0 +Ontonagon,40,31,77.5,0,0,0,0,10,0,0,0,0 +Osceola,309,234,75.7,4,3,3,1.3,85,4,1,5.9,1.2 +Oscoda,84,29,34.5,0,0,0,0,10,0,0,0,0 +Otsego,303,167,55.1,0,0,0,0,110,1,0,0.9,0 +Ottawa,"2,087","1,345",64.4,38,2,3,0.1,213,8,0,3.8,0 +Presque Isle,106,70,66,0,0,0,0,15,0,0,0,0 +Roscommon,245,174,71,4,0,2.3,0,32,0,0,0,0 +Saginaw,"2,555","2,031",79.5,64,9,3.6,0.4,667,25,4,4.3,0.6 +St Clair,"1,838","1,033",56.2,61,2,6.1,0.2,814,29,0,3.6,0 +St Joseph,844,544,64.5,21,0,3.9,0,239,7,1,3.3,0.4 +Sanilac,451,230,51,8,1,3.9,0.4,155,4,0,2.6,0 +Schoolcraft,76,70,92.1,0,0,0,0,0,0,0,---,--- +Shiawassee,763,574,75.2,25,3,4.9,0.5,260,9,1,3.8,0.4 +Tuscola,623,447,71.7,13,0,2.9,0,226,6,0,2.7,0 +Van Buren,"1,073",413,38.5,6,3,2.2,0.7,173,3,0,1.7,0 +Washtenaw,"2,314","1,012",43.7,16,1,1.7,0.1,649,9,1,1.5,0.2 +Wayne,"28,927","16,346",56.5,950,226,7.2,1.4,"16,504",767,144,5.5,0.9 +Wexford,532,237,44.5,7,0,3,0,32,0,0,0,0 +MICHIGAN,"109,358","64,178",58.7,"2,543",372,4.5,0.6,"35,175","1,319",199,4.3,0.6 \ No newline at end of file From d367e15dd671e6de785fcdc855844f80e160cd28 Mon Sep 17 00:00:00 2001 From: Arielle Dror Date: Thu, 8 Mar 2018 11:36:34 -0500 Subject: [PATCH 10/30] my file... --- 2014/BLL_1and2_fundedcommunities_2014.csv | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 2014/BLL_1and2_fundedcommunities_2014.csv diff --git a/2014/BLL_1and2_fundedcommunities_2014.csv b/2014/BLL_1and2_fundedcommunities_2014.csv new file mode 100644 index 0000000..fe638d2 --- /dev/null +++ b/2014/BLL_1and2_fundedcommunities_2014.csv @@ -0,0 +1,12 @@ +,,,,Children Tested,,"Children Tested, by Highest Blood Lead Level (BLL)*",,,,,,,,, +Community,percent_pre1950_housing,percent_pre1978_housing,Children One and Two Years of Age,total_n,total_percent,<5 ug/dL,"Capillary BLL >= 5, not confirmed by venous",Venous BLL 5 to 14 ug/dL,Venous BLL >= 15 ug/dL,Total Venous BLL _ 5 _g/dL,% with Venous BLL >= 5 ug/dL,"Total BLL _ 5 _g/dL, Venous & Capillary","% BLL >= 5 ug/dL, Venous & Capillary",, +Detroit,62.2,93.3,"20,048","9,641",48.1,"8,674",185,692,88,780,8.1,965,10,, +Flint,38,89.7,"3,266","1,502",46,"1,431",36,32,<6,35,2.3,71,4.7,, +Grand Rapids,48.1,81.5,"5,962","3,464",58.1,"3,180",200,67,17,84,2.4,284,8.2,, +Hamtramck,78.2,94.6,756,455,60.2,409,17,27,<6,29,6.4,46,10.1,, +Highland Park,68.8,87.9,214,127,59.3,102,<6,20,<6,22,17.3,25,19.7,, +Jackson,67.6,91.6,"1,204",740,61.5,666,60,12,<6,14,1.9,74,10,, +Lansing,35.7,81.9,"3,523","1,751",49.7,"1,689",45,15,<6,17,1,62,3.5,, +Muskegon/MuskHts,48.6,84.4,"1,497",705,47.1,622,34,43,6,49,7,83,11.8,, +Subtotal,53.5,88.4,"36,470","18,385",50.4,"16,773",580,908,122,"1,030",5.6,"1,610",8.8,, +Michigan,24.7,64.8,"234,103","87,917",37.6,"84,776","1,608","1,352",181,"1,533",1.8,"3,141",3.6,, \ No newline at end of file From 026ba7934997abf00833b3cb6677af38c22dc350 Mon Sep 17 00:00:00 2001 From: Sophia Tannir Date: Thu, 8 Mar 2018 11:36:56 -0500 Subject: [PATCH 11/30] Tannir, under 6 by county for 2014 --- 2014/BLL_under6_county_2014.csv | 85 +++++++++++++++++++++++++++++++++ 1 file changed, 85 insertions(+) create mode 100644 2014/BLL_under6_county_2014.csv diff --git a/2014/BLL_under6_county_2014.csv b/2014/BLL_under6_county_2014.csv new file mode 100644 index 0000000..4b4b0fe --- /dev/null +++ b/2014/BLL_under6_county_2014.csv @@ -0,0 +1,85 @@ +Alcona,12.4,61.5,398,53,13.3,51,<6,<6,<6,<6,---,<6,--- +Alger,29.5,64.1,427,92,21.5,90,<6,<6,<6,<6,---,<6,--- +Allegan,23.2,51.1,"8,806","1,208",13.7,"1,177",28,<6,<6,<6,---,31,2.6 +Alpena,25.3,71.6,"1,758",257,14.6,248,8,<6,<6,<6,---,9,3.5 +Antrim,18.8,52.6,"1,370",260,19,258,<6,<6,<6,<6,---,<6,--- +Arenac,19.8,58.2,870,186,21.4,185,<6,<6,<6,<6,---,<6,--- +Baraga,34,71.7,477,135,28.3,134,<6,<6,<6,<6,---,<6,--- +Barry,27.1,57.3,"4,143",491,11.9,468,19,<6,<6,<6,---,23,4.7 +Bay,33.9,75.6,"7,322","1,408",19.2,"1,358",33,13,<6,17,1.2,50,3.6 +Benzie,18.6,46.3,"1,041",268,25.7,266,<6,<6,<6,<6,---,<6,--- +Berrien,28.6,72.2,"11,681","1,943",16.6,"1,884",29,25,<6,30,1.5,59,3 +Branch,30.9,65.3,"3,506",668,19.1,645,19,<6,<6,<6,---,23,3.4 +Calhoun,36.1,75.3,"10,149","2,390",23.5,"2,290",36,58,6,64,2.7,100,4.2 +Cass,22.4,59.9,"3,444",426,12.4,414,8,<6,<6,<6,---,12,2.8 +Charlevoix,25.3,54.4,"1,624",295,18.2,294,<6,<6,<6,<6,---,<6,--- +Cheboygan,20.9,53.5,"1,414",286,20.2,279,6,<6,<6,<6,---,7,2.4 +Chippewa,25.1,58.6,"2,345",440,18.8,436,<6,<6,<6,<6,---,<6,--- +Clare,14.5,58.8,"2,083",446,21.4,442,<6,<6,<6,<6,---,<6,--- +Clinton,22.5,52.8,"5,140",585,11.4,579,<6,<6,<6,<6,---,6,1 +Crawford,13.7,55.6,727,85,11.7,84,<6,<6,<6,<6,---,<6,--- +Delta,33.3,68,"2,388",413,17.3,397,14,<6,<6,<6,---,16,3.9 +Dickinson,38.9,71.7,"1,575",318,20.2,317,<6,<6,<6,<6,---,<6,--- +Eaton,20.4,56.4,"7,356","1,140",15.5,"1,113",23,<6,<6,<6,---,27,2.4 +Emmet,23,48.3,"2,042",362,17.7,362,<6,<6,<6,<6,---,<6,--- +Genesee,19.9,68,"31,997","6,824",21.3,"6,646",108,65,<6,70,1,178,2.6 +Gladwin,12.4,49.5,"1,495",291,19.5,291,<6,<6,<6,<6,---,<6,--- +Gogebic,50,76.7,855,154,18,152,<6,<6,<6,<6,---,<6,--- +Grand Traverse,14.7,43.5,"6,000","1,371",22.9,"1,359",9,<6,<6,<6,---,12,0.9 +Gratiot,34.7,69.8,"2,754",496,18,491,<6,<6,<6,<6,---,<6,--- +Hillsdale,36.5,63.2,"3,283",814,24.8,795,16,<6,<6,<6,---,19,2.3 +Houghton,53.4,75.5,"2,477",599,24.2,585,6,6,<6,8,1.3,14,2.3 +Huron,31.8,68.9,"1,873",393,21,381,9,<6,<6,<6,---,12,3.1 +Ingham,24.9,68.2,"19,248","4,747",24.7,"4,606",99,36,6,42,0.9,141,3 +Ionia,35.8,63,"4,878",843,17.3,816,22,<6,<6,<6,---,27,3.2 +Iosco,12.7,65.6,"1,233",150,12.2,146,<6,<6,<6,<6,---,<6,--- +Iron,44.1,72.1,573,138,24.1,135,<6,<6,<6,<6,---,<6,--- +Isabella,16.3,48.2,"4,208",640,15.2,632,7,<6,<6,<6,---,8,1.3 +Jackson,33,67.9,"11,296","2,757",24.4,"2,602",121,30,<6,34,1.2,155,5.6 +Kalamazoo,22.5,62.6,"18,588","3,257",17.5,"3,172",55,27,<6,30,0.9,85,2.6 +Kalkaska,13.2,49.3,"1,180",217,18.4,216,<6,<6,<6,<6,---,<6,--- +Kent,24.8,59.2,"52,655","10,115",19.2,"9,645",333,111,26,137,1.4,470,4.6 +Keweenaw,46.9,77.6,115,25,21.7,23,<6,<6,<6,<6,---,<6,--- +Lake,12.5,52.6,585,120,20.5,118,<6,<6,<6,<6,---,<6,--- +Lapeer,20.4,52.9,"5,687",919,16.2,890,25,<6,<6,<6,---,29,3.2 +Leelanau,17.9,46.5,"1,111",239,21.5,234,<6,<6,<6,<6,---,<6,--- +Lenawee,33.6,67.2,"6,911","1,196",17.3,"1,074",94,24,<6,28,2.3,122,10.2 +Livingston,11.4,39,"12,104","1,026",8.5,"1,017",<6,<6,<6,<6,---,9,0.9 +Luce,23.8,64.3,370,88,23.8,88,<6,<6,<6,<6,---,<6,--- +Mackinac,23.4,58.6,587,130,22.1,129,<6,<6,<6,<6,---,<6,--- +Macomb,9.3,59.1,"57,878","9,525",16.5,"9,397",79,40,9,49,0.5,128,1.3 +Manistee,28.8,63.9,"1,307",284,21.7,271,10,<6,<6,<6,---,13,4.6 +Marquette,27.9,69.4,"4,029",471,11.7,458,<6,8,<6,8,1.7,13,2.8 +Mason,32.1,64.6,"1,864",414,22.2,387,25,<6,<6,<6,---,27,6.5 +Mecosta,18.2,53.4,"2,520",316,12.5,314,<6,<6,<6,<6,---,<6,--- +Menominee,35.4,73.2,"1,375",261,19,245,12,<6,<6,<6,---,16,6.1 +Midland,15.2,58.7,"5,685",477,8.4,472,<6,<6,<6,<6,---,<6,--- +Missaukee,21.2,56.2,"1,111",133,12,132,<6,<6,<6,<6,---,<6,--- +Monroe,23,59,"10,355","1,571",15.2,"1,553",16,<6,<6,<6,---,18,1.1 +Montcalm,27.3,57.7,"4,527",748,16.5,735,6,6,<6,7,0.9,13,1.7 +Montmorency,18.1,58.6,404,83,20.5,82,<6,<6,<6,<6,---,<6,--- +Muskegon,25.8,66.2,"13,224","2,572",19.4,"2,415",79,72,6,78,3,157,6.1 +Newaygo,19.3,53.6,"3,581",447,12.5,440,7,<6,<6,<6,---,7,1.6 +Oakland,14.7,60.5,"83,501","14,308",17.1,"14,102",102,91,13,104,0.7,206,1.4 +Oceana,25.8,57.8,"2,091",516,24.7,506,<6,<6,<6,<6,---,10,1.9 +Ogemaw,12.8,61.6,"1,289",102,7.9,101,<6,<6,<6,<6,---,<6,--- +Ontonagon,39.1,73.2,251,48,19.1,46,<6,<6,<6,<6,---,<6,--- +Osceola,22.6,56.6,"1,723",334,19.4,324,<6,<6,<6,6,1.8,10,3 +Oscoda,17.8,62.1,521,35,6.7,32,<6,<6,<6,<6,---,<6,--- +Otsego,12.2,50.3,"1,641",325,19.8,324,<6,<6,<6,<6,---,<6,--- +Ottawa,15.7,45.3,"21,390","3,012",14.1,"2,931",64,17,<6,17,0.6,81,2.7 +Presque Isle,21.1,66.3,597,111,18.6,109,<6,<6,<6,<6,---,<6,--- +Roscommon,13.1,58.7,"1,156",218,18.9,218,<6,<6,<6,<6,---,<6,--- +Saginaw,28.1,73.1,"14,029","3,670",26.2,"3,548",84,32,6,38,1,122,3.3 +Saint Clair,25.8,59.4,"11,046","2,731",24.7,"2,655",53,20,<6,23,0.8,76,2.8 +Saint Joseph,27.5,65.1,"5,125","1,012",19.7,971,31,9,<6,10,1,41,4.1 +Sanilac,30.7,64.6,"2,879",523,18.2,517,<6,<6,<6,<6,---,6,1.1 +Schoolcraft,25.5,63.3,471,99,21,98,<6,<6,<6,<6,---,<6,--- +Shiawassee,33.9,68.2,"4,622","1,169",25.3,"1,131",21,17,<6,17,1.5,38,3.3 +Tuscola,30.2,67.4,"3,579",886,24.8,874,10,<6,<6,<6,---,12,1.4 +Van Buren,23.3,58.1,"5,884",862,14.6,832,10,18,<6,20,2.3,30,3.5 +Washtenaw,17.2,56.5,"22,833","2,604",11.4,"2,572",17,12,<6,15,0.6,32,1.2 +Wayne ex Det,22.6,74.5,"82,002","18,348",22.4,"17,939",176,218,15,233,1.3,409,2.2 +Wexford,23,53.7,"2,582",362,14,359,<6,<6,<6,<6,---,<6,--- +"Detroit, City of",62.2,93.2,"59,755","22,842",38.2,"20,966",330,"1,397",149,"1,546",6.8,"1,876",8.2 +MICHIGAN,24.7,64.8,"710,976","143,123",20.1,"138,070","2,331","2,437",285,"2,722",1.9,"5,053",3.5 \ No newline at end of file From 4f0ff2a2f2b0f3de46c26c925a3a74fe5c3e41e4 Mon Sep 17 00:00:00 2001 From: Elyssa Kiva <> Date: Thu, 8 Mar 2018 11:37:52 -0500 Subject: [PATCH 12/30] Table 4 data --- tabula-2015_annual_report_2_7_17_551735_7.csv | 84 +++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 tabula-2015_annual_report_2_7_17_551735_7.csv diff --git a/tabula-2015_annual_report_2_7_17_551735_7.csv b/tabula-2015_annual_report_2_7_17_551735_7.csv new file mode 100644 index 0000000..04cbc61 --- /dev/null +++ b/tabula-2015_annual_report_2_7_17_551735_7.csv @@ -0,0 +1,84 @@ +Alcona,40,37,**,0,0,0,0,**,** +Alger,46,43,**,**,0,**,**,**,** +Allegan,645,618,**,**,**,**,**,27,4.2 +Alpena,198,197,**,0,0,0,0,**,** +Antrim,148,145,**,0,0,0,0,**,** +Arenac,120,118,**,**,0,**,**,**,** +Baraga,77,77,0,0,0,0,0,0,0 +Barry,280,271,**,**,**,7,2.5,9,3.2 +Bay,845,801,32,**,**,12,1.4,44,5.2 +Benzie,114,114,0,0,0,0,0,0,0 +Berrien,"1,143","1,100",21,**,**,22,1.9,43,3.8 +Branch,227,218,**,**,0,**,**,9,4.0 +Calhoun,696,650,13,25,8,33,4.7,46,6.6 +Cass,306,298,**,**,0,**,**,8,2.6 +Charlevoix,180,178,**,**,0,**,**,**,** +Cheboygan,163,163,0,0,0,0,0,0,0 +Chippewa,170,166,**,**,0,**,**,**,** +Clare,281,280,0,**,0,**,**,**,** +Clinton,255,251,**,0,0,0,0,**,** +Crawford,66,65,0,**,0,**,**,**,** +Delta,323,305,11,7,0,7,2.2,18,5.6 +Dickinson,129,129,0,0,0,0,0,0,0 +Eaton,470,449,9,12,0,12,2.6,21,4.5 +Emmet,212,212,0,0,0,0,0,0,0 +Genesee,"3,233","3,137",48,**,**,48,1.5,96,3.0 +Gladwin,191,189,**,**,0,**,**,**,** +Gogebic,95,89,**,**,0,**,**,6,6.3 +Grand Traverse,442,430,**,**,0,**,**,12,2.7 +Gratiot,242,241,**,0,0,0,0,**,** +Hillsdale,294,282,**,**,0,**,**,12,4.1 +Houghton,270,261,0,**,**,9,3.3,9,3.3 +Huron,163,159,**,0,**,**,**,**,** +Ingham,"2,101","2,049",23,**,**,29,1.4,52,2.5 +Ionia,464,450,**,**,**,**,**,14,3.0 +Iosco,215,206,**,**,**,**,**,9,4.2 +Iron,71,70,**,0,0,0,0,**,** +Isabella,310,306,**,**,0,**,**,**,** +Jackson,"1,405","1,314",64,**,**,27,1.9,91,6.5 +Kalamazoo,"1,454","1,390",50,**,**,14,1.0,64,4.4 +Kalkaska,73,73,0,0,0,0,0,0,0 +Kent,"5,593","5,179",315,88,11,99,1.8,414,7.4 +Keweenaw,13,13,0,0,0,0,0,0,0 +Lake,74,74,0,0,0,0,0,0,0 +Lapeer,463,450,**,0,**,**,**,13,2.8 +Leelanau,94,88,**,**,0,**,**,6,6.4 +Lenawee,400,345,37,**,**,18,4.5,55,13.8 +Livingston,501,497,**,**,0,**,**,**,** +Luce,56,56,0,0,0,0,0,0,0 +Mackinac,83,82,0,**,0,**,**,**,** +Macomb,"3,813","3,762",36,**,**,15,0.4,51,1.3 +Manistee,158,153,**,0,**,**,**,**,** +Marquette,314,309,**,**,0,**,**,**,** +Mason,100,97,**,**,0,**,**,**,** +Mecosta,195,193,**,0,0,0,0,**,** +Menominee,148,141,**,0,**,**,**,7,4.7 +Midland,216,211,**,**,0,**,**,**,** +Missaukee,100,100,0,0,0,0,0,0,0 +Monroe,563,553,**,**,**,**,**,10,1.8 +Montcalm,473,461,**,**,0,**,**,12,2.5 +Montmorency,46,46,0,0,0,0,0,0,0 +Muskegon,"1,053",989,29,28,7,35,3.3,64,6.1 +Newaygo,292,287,**,**,0,**,**,**,** +Oakland,"3,753","3,683",33,**,**,37,1.0,70,1.9 +Oceana,186,185,**,0,0,0,0,**,** +Ogemaw,128,128,0,0,0,0,0,0,0 +Ontonagon,25,24,0,**,0,**,**,**,** +Osceola,202,200,**,0,0,0,0,**,** +Oscoda,58,58,0,0,0,0,0,0,0 +Otsego,153,153,0,0,0,0,0,0,0 +Ottawa,"1,211","1,179",**,**,0,**,**,32,2.6 +Presque Isle,77,76,**,0,0,0,0,**,** +Roscommon,155,154,**,0,0,0,0,**,** +Saginaw,"1,775","1,717",46,**,**,12,0.7,58,3.3 +Saint Clair,"1,177","1,121",49,**,**,7,0.6,56,4.8 +Saint Joseph,495,472,**,**,0,**,**,23,4.6 +Sanilac,187,182,**,**,0,**,**,**,** +Schoolcraft,58,58,0,0,0,0,0,0,0 +Shiawassee,592,555,**,**,0,**,**,37,6.3 +Tuscola,445,440,**,**,0,**,**,**,** +Van Buren,326,305,12,9,0,9,2.8,21,6.4 +Washtenaw,992,977,**,**,0,**,**,15,1.5 +Wayne,"14,226","13,359",187,608,72,680,4.8,867,6.1 +Wexford,235,232,**,**,0,**,**,**,** +MICHIGAN,"59,361","56,875","1,267","1,078",141,"1,219",2.1,"2,486",4.2 From 15c4155d7da6c227d3d1dce61c7c501b11c8cab5 Mon Sep 17 00:00:00 2001 From: kiva22e Date: Thu, 8 Mar 2018 11:39:01 -0500 Subject: [PATCH 13/30] Rename tabula-2015_annual_report_2_7_17_551735_7.csv to BLL_1and2_medicaid_county_2015 --- ...l_report_2_7_17_551735_7.csv => BLL_1and2_medicaid_county_2015 | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename tabula-2015_annual_report_2_7_17_551735_7.csv => BLL_1and2_medicaid_county_2015 (100%) diff --git a/tabula-2015_annual_report_2_7_17_551735_7.csv b/BLL_1and2_medicaid_county_2015 similarity index 100% rename from tabula-2015_annual_report_2_7_17_551735_7.csv rename to BLL_1and2_medicaid_county_2015 From 2e29c4e5170a06eb78b701aabed1a35b0b1e1d40 Mon Sep 17 00:00:00 2001 From: Azhar Gulaid Date: Thu, 8 Mar 2018 11:39:56 -0500 Subject: [PATCH 14/30] Table 2 (Children One and Two Years of Age, by County) --- BLL_1and2_county_2013.csv | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 BLL_1and2_county_2013.csv diff --git a/BLL_1and2_county_2013.csv b/BLL_1and2_county_2013.csv new file mode 100644 index 0000000..5507363 --- /dev/null +++ b/BLL_1and2_county_2013.csv @@ -0,0 +1,10 @@ +"",Children Tested,,"Children Tested, by Highest Blood Lead Level (BLL)",,,,,,,,,,,,, +County,"%Pre- 1950 Housing","%Pre- 1978 Housing","Children One and Two Years of Age","Number of Children Tested",% Tested,,"<5 ug/dL (capillary or venous)","5 to 9 ug/dL (capillary or venous)","Capillary >= 10 ug/dL, not confirmed by venous","Confirmed 10-19 ug/dL (venous only)","Confirmed 20-44 ug/dL (venous only)","Confirmed ≥45 ug/dL (venous only)","Total ≥ 5 μg/dL","Total Confirmed >=10 ug/dL","% with BLL >= 5 ug/dL","% with Confirmed BLL >= 10 ug/dL" +"Alcona Alger Allegan Alpena Antrim","12.4 29.5 23.2 25.3 18.8","61.5 64.1 51.1 71.6 52.6","136 148 2,954 583 457","39 65 758 254 175","28.7 43.9 25.7 43.6 38.3",,"38 64 732 248 171","1 1 23 5 3","0 0 1 1 1","0 0 2 0 0","0 0 0 0 0","0 0 0 0 0","1 1 26 6 4","0 0 2 0 0","2.6 1.5 3.4 2.4 2.3","0.0 0.0 0.3 0.0 0.0" +"Arenac Baraga Barry Bay Benzie","19.8 34.0 27.1 33.9 18.6","58.2 71.7 57.3 75.6 46.3","288 167 1,394 2,458 369","127 96 368 1,238 135","44.1 57.5 26.4 50.4 36.6",,"126 96 361 1,174 130","1 0 7 57 5","0 0 1 0 0","0 0 0 6 0","0 0 0 1 0","0 0 0 0 0","1 0 8 64 5","0 0 0 7 0","0.8 0.0 2.2 5.2 3.7","0.0 0.0 0.0 0.6 0.0" +"Berrien Branch Calhoun Cass Charlevoix","28.6 30.9 36.1 22.4 25.3","72.2 65.3 75.3 59.9 54.4","3,884 1,156 3,476 1,185 533","1,323 298 1,184 373 208","34.1 25.8 34.1 31.5 39.0",,"1,271 277 1,144 358 208","42 18 33 12 0","0 2 0 2 0","8 0 6 1 0","2 1 1 0 0","0 0 0 0 0","52 21 40 15 0","10 1 7 1 0","3.9 7.0 3.4 4.0 0.0","0.8 0.3 0.6 0.3 0.0" +"Cheboygan Chippewa Clare Clinton Crawford","20.9 25.1 14.5 22.5 13.7","53.5 58.6 58.8 52.8 55.6","477 772 710 1,696 259","205 244 332 312 72","43.0 31.6 46.8 18.4 27.8",,"203 241 331 307 67","0 3 1 5 5","2 0 0 0 0","0 0 0 0 0","0 0 0 0 0","0 0 0 0 0","2 3 1 5 5","0 0 0 0 0","1.0 1.2 0.3 1.6 6.9","0.0 0.0 0.0 0.0 0.0" +"Delta Dickinson Eaton Emmet Genesee","33.3 38.9 20.4 23.0 19.9","68.0 71.7 56.4 48.3 68.0","794 554 2,419 661 10,928","368 272 727 232 4,566","46.3 49.1 30.1 35.1 41.8",,"353 266 719 230 4,450","12 3 6 2 98","2 2 2 0 9","1 1 0 0 4","0 0 0 0 5","0 0 0 0 0","15 6 8 2 116","1 1 0 0 9","4.1 2.2 1.1 0.9 2.5","0.3 0.4 0.0 0.0 0.2" +"Gladwin Gogebic Grand Traverse Gratiot Hillsdale","12.4 50.0 14.7 34.7 36.5","49.5 76.7 43.5 69.8 63.2","496 295 1,992 926 1,093","172 143 558 307 353","34.7 48.5 28.0 33.2 32.3",,"170 140 535 302 338","2 3 21 5 14","0 0 2 0 0","0 0 0 0 1","0 0 0 0 0","0 0 0 0 0","2 3 23 5 15","0 0 0 0 1","1.2 2.1 4.1 1.6 4.2","0.0 0.0 0.0 0.0 0.3" +"Houghton Huron Ingham Ionia Iosco","53.4 31.8 24.9 35.8 12.7","75.5 68.9 68.2 63.0 65.6","846 616 6,453 1,635 386","455 222 2,771 650 103","53.8 36.0 42.9 39.8 26.7",,"433 208 2,639 640 102","22 13 128 9 0","0 0 1 1 1","0 1 3 0 0","0 0 0 0 0","0 0 0 0 0","22 14 132 10 1","0 1 3 0 0","4.8 6.3 4.8 1.5 1.0","0.0 0.5 0.1 0.0 0.0" +"Iron Isabella Jackson Kalamazoo Kalkaska","44.1 16.3 33.0 22.5 13.2","72.1 48.2 67.9 62.6 49.3","194 1,445 3,764 6,151 415","109 458 2,104 2,109 121","56.2 31.7 55.9 34.3 29.2",,"106 455 1,958 2,021 118","3 2 125 76 3","0 1 10 8 0","0 0 11 5 0","0 0 1 0 0","0 0 1 0 0","3 3 148 89 3","0 0 13 5 0","2.8 0.7 7.0 4.2 2.5","0.0 0.0 0.6 0.2 0.0" From 1dde5369162f7d401cee56bc9958dd4daed795f4 Mon Sep 17 00:00:00 2001 From: Fatima Keita Date: Thu, 8 Mar 2018 11:54:30 -0500 Subject: [PATCH 15/30] Table 5 (Blood Lead Levels for Children under Age Six by Zip Code), 2015 --- BLL_under6_zip_2015.csv | 359 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 359 insertions(+) create mode 100644 BLL_under6_zip_2015.csv diff --git a/BLL_under6_zip_2015.csv b/BLL_under6_zip_2015.csv new file mode 100644 index 0000000..6b5c5a5 --- /dev/null +++ b/BLL_under6_zip_2015.csv @@ -0,0 +1,359 @@ +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48001,594,143 24.1,** **,48044,"4,808",519 10.8,** **,48083,"1,743",271 15.5,** ** +48002,184,16 8.7,0 0,48045,"1,084",205 18.9,0 0,48084,"1,067",183 17.2,8 4.4 +48003,444,54 12.2,** **,48047,"2,840",383 13.5,** **,48085,"1,383",206 14.9,** ** +48005,231,25 10.8,0 0,48048,689,108 15.7,** **,48088,"1,455",260 17.9,** ** +48006,183,43 23.5,** **,48049,327,53 16.2,0 0,48089,"2,548",687 27.0,11 1.6 +48009,"1,776",311 17.5,** **,48050,74,11 14.9,0 0,48091,"2,604",641 24.6,10 1.6 +48014,377,74 19.6,** **,48051,"1,412",183 13.0,** **,48092,"1,637",431 26.3,** ** +48015,438,137 31.3,** **,48054,302,55 18.2,0 0,48093,"1,509",335 22.2,** ** +48017,695,149 21.4,0 0,48059,966,192 19.9,** **,48094,"1,228",150 12.2,** ** +48021,"2,121",545 25.7,12 2.2,48060,"3,266","1,290 39.5",83 6.4,48095,306,44 14.4,0 0 +48022,220,31 14.1,0 0,48062,656,114 17.4,** **,48096,119,26 21.8,0 0 +48023,207,49 23.7,** **,48063,221,45 20.4,** **,48097,312,90 28.8,** ** +48025,790,144 18.2,** **,48064,327,56 17.1,0 0,48098,"1,068",137 12.8,0 0 +48026,885,165 18.6,** **,48065,561,87 15.5,** **,48101,"1,576",362 23.0,** ** +48027,234,41 17.5,0 0,48066,"3,554",658 18.5,6 0.9,48103,"3,312",370 11.2,** ** +48028,28,** **,0 0,48067,"1,421",296 20.8,** **,48104,"1,271",138 10.9,** ** +48030,"1,309",285 21.8,7 2.5,48069,126,34 27.0,0 0,48105,"2,214",161 7.3,** ** +48032,171,32 18.7,** **,48070,496,82 16.5,0 0,48108,"1,730",267 15.4,** ** +48033,931,317 34.0,** **,48071,"2,132",492 23.1,7 1.4,48111,"3,078",559 18.2,** ** +48034,"1,082",258 23.8,** **,48072,"1,184",205 17.3,** **,48114,"1,153",90 7.8,0 0 +48035,"2,760",442 16.0,6 1.4,48073,"2,047",417 20.4,** **,48116,"1,578",115 7.3,** ** +48036,"1,481",286 19.3,** **,48074,828,181 21.9,6 3.3,48117,596,83 13.9,0 0 +48038,"2,458",409 16.6,** **,48075,"1,330",430 32.3,** **,48118,797,88 11.0,** ** +48039,475,94 19.8,** **,48076,"1,439",399 27.7,** **,48120,722,339 47.0,** ** +48040,645,108 16.7,** **,48079,611,130 21.3,** **,48122,938,328 35.0,** ** +48041,254,36 14.2,** **,48080,"1,366",241 17.6,** **,48124,"2,120",381 18.0,** ** +48042,"2,100",243 11.6,** **,48081,979,177 18.1,** **,48125,"1,713",365 21.3,** ** +48043,751,192 25.6,8 4.2,48082,"1,083",116 10.7,** **,48126,"5,466","1,446 26.5",24 1.7 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48127,"3,330",730 21.9,10 1.4,48169,"1,135",86 7.6,0 0,48207,"1,592",531 33.4,39 7.3 +48128,"1,037",165 15.9,** **,48170,"2,461",179 7.3,** **,48208,831,308 37.1,22 7.1 +48130,"1,149",55 4.8,** **,48173,818,141 17.2,** **,48209,"3,705","1,446 39.0",100 6.9 +48131,401,65 16.2,0 0,48174,"2,435",638 26.2,6 0.9,48210,"4,292","1,517 35.3",128 8.4 +48133,590,55 9.3,0 0,48176,"1,146",108 9.4,0 0,48211,560,241 43.0,26 10.8 +48134,"1,505",315 20.9,** **,48178,"2,292",266 11.6,** **,48212,"4,056","1,405 34.6",103 7.3 +48135,"2,001",345 17.2,** **,48179,180,34 18.9,0 0,48213,"2,310",716 31.0,90 12.6 +48137,287,30 10.5,0 0,48180,"5,363","1,458 27.2",17 1.2,48214,"1,350",558 41.3,96 17.2 +48138,387,69 17.8,0 0,48182,"1,588",194 12.2,** **,48215,"1,107",370 33.4,47 12.7 +48140,100,28 28.0,0 0,48183,"2,663",524 19.7,7 1.3,48216,286,123 43.0,7 5.7 +48141,"2,601",708 27.2,11 1.6,48184,"1,155",273 23.6,0 0,48217,373,180 48.3,9 5.0 +48144,626,54 8.6,** **,48185,"3,554",741 20.8,8 1.1,48218,729,241 33.1,11 4.6 +48145,237,21 8.9,** **,48186,"2,305",525 22.8,** **,48219,"3,765","1,336 35.5",39 2.9 +48146,"3,273","1,028 31.4",16 1.6,48187,"3,333",436 13.1,** **,48220,"1,671",298 17.8,7 2.3 +48150,"1,867",293 15.7,** **,48188,"3,597",426 11.8,11 2.6,48221,"2,723",942 34.6,63 6.7 +48152,"1,750",308 17.6,** **,48189,931,91 9.8,0 0,48223,"1,933",736 38.1,23 3.1 +48154,"1,896",298 15.7,** **,48191,374,34 9.1,** **,48224,"4,186","1,380 33.0",91 6.6 +48157,100,13 13.0,0 0,48192,"1,441",357 24.8,** **,48225,970,243 25.1,** ** +48158,405,46 11.4,** **,48193,"1,227",238 19.4,** **,48226,93,37 39.8,** ** +48159,180,28 15.6,** **,48195,"1,568",459 29.3,** **,48227,"3,415","1,313 38.4",74 5.6 +48160,617,88 14.3,** **,48197,"5,012",794 15.8,12 1.5,48228,"5,338","1,868 35.0",77 4.1 +48161,"1,876",304 16.2,** **,48198,"3,545",647 18.3,8 1.2,48229,895,241 26.9,9 3.7 +48162,"2,197",292 13.3,** **,48201,787,346 44.0,14 4.0,48230,"1,153",180 15.6,10 5.6 +48164,458,90 19.7,0 0,48202,734,382 52.0,53 13.9,48234,"2,554","1,022 40.0",44 4.3 +48165,417,107 25.7,** **,48203,"1,814",703 38.8,87 12.4,48235,"3,234","1,303 40.3",70 5.4 +48166,"1,125",154 13.7,** **,48204,"2,542",800 31.5,119 14.9,48236,"1,905",286 15.0,6 2.1 +48167,"1,311",211 16.1,** **,48205,"3,302","1,402 42.5",92 6.6,48237,"2,259",588 26.0,8 1.4 +48168,"1,364",129 9.5,** **,48206,"1,717",592 34.5,82 13.9,48238,"2,527","1,025 40.6",120 11.7 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48239,"3,000",646 21.5,8 1.2,48340,"2,603",753 28.9,6 0.8,48413,546,81 14.8,** ** +48240,"1,322",349 26.4,** **,48341,"1,251",320 25.6,15 4.7,48414,268,30 11.2,0 0 +48243,*,** --,0 0,48342,"1,840",566 30.8,16 2.8,48415,666,130 19.5,0 0 +48301,"1,058",133 12.6,0 0,48346,"1,440",191 13.3,** **,48416,348,59 17.0,** ** +48302,611,121 19.8,** **,48348,"1,469",255 17.4,0 0,48417,219,29 13.2,0 0 +48304,949,120 12.6,0 0,48350,512,63 12.3,** **,48418,287,44 15.3,** ** +48306,"1,844",117 6.3,** **,48353,491,36 7.3,** **,48419,183,25 13.7,** ** +48307,"3,399",311 9.1,** **,48356,511,47 9.2,0 0,48420,"1,261",272 21.6,** ** +48309,"1,684",148 8.8,** **,48357,622,41 6.6,0 0,48421,366,66 18.0,** ** +48310,"2,759",740 26.8,** **,48359,667,121 18.1,** **,48422,420,64 15.2,** ** +48312,"1,899",435 22.9,** **,48360,839,84 10.0,0 0,48423,"1,968",368 18.7,7 1.9 +48313,"1,926",408 21.2,0 0,48362,"1,205",126 10.5,** **,48426,56,** **,0 0 +48314,"1,308",229 17.5,** **,48363,319,30 9.4,0 0,48427,213,15 7.0,** ** +48315,"1,297",184 14.2,** **,48367,220,22 10.0,** **,48428,206,31 15.0,0 0 +48316,"1,664",200 12.0,** **,48370,66,6 9.1,0 0,48429,311,118 37.9,** ** +48317,"1,873",379 20.2,** **,48371,"1,625",173 10.6,** **,48430,"2,641",351 13.3,9 2.6 +48320,307,57 18.6,** **,48374,"1,141",176 15.4,** **,48432,62,** **,0 0 +48322,"1,750",287 16.4,** **,48375,"1,293",288 22.3,9 3.1,48433,"2,049",312 15.2,** ** +48323,"1,033",135 13.1,0 0,48377,"1,229",296 24.1,** **,48435,146,24 16.4,0 0 +48324,980,152 15.5,** **,48380,317,27 8.5,0 0,48436,200,38 19.0,** ** +48326,"1,589",236 14.9,9 3.8,48381,864,127 14.7,** **,48437,17,** **,** ** +48327,"1,507",238 15.8,0 0,48382,"1,627",188 11.6,0 0,48438,370,54 14.6,0 0 +48328,"1,999",315 15.8,** **,48383,829,125 15.1,0 0,48439,"3,103",533 17.2,** ** +48329,"1,234",237 19.2,** **,48386,"1,079",134 12.4,** **,48440,34,** **,0 0 +48331,"1,173",192 16.4,0 0,48390,"1,445",249 17.2,** **,48441,250,40 16.0,0 0 +48334,910,227 24.9,** **,48393,"1,365",265 19.4,** **,48442,"1,383",214 15.5,** ** +48335,"1,532",470 30.7,28 6.0,48401,81,** **,0 0,48444,612,120 19.6,** ** +48336,"1,733",361 20.8,7 1.9,48412,395,54 13.7,** **,48445,85,21 24.7,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48446,"1,814",308 17.0,8 2.6,48505,"1,776",596 33.6,16 2.7,48626,288,55 19.1,** ** +48449,96,61 63.5,** **,48506,"2,426",600 24.7,18 3.0,48628,122,10 8.2,0 0 +48450,141,26 18.4,** **,48507,"2,915",836 28.7,13 1.6,48629,373,68 18.2,0 0 +48451,"1,096",138 12.6,** **,48509,469,97 20.7,** **,48631,234,45 19.2,0 0 +48453,402,52 12.9,** **,48519,512,108 21.1,** **,48632,228,69 30.3,0 0 +48454,94,12 12.8,** **,48529,829,213 25.7,6 2.8,48633,15,** **,0 0 +48455,452,50 11.1,** **,48532,"1,335",400 30.0,** **,48634,393,44 11.2,0 0 +48456,45,9 20.0,0 0,48601,"3,085","1,105 35.8",41 3.7,48635,53,9 17.0,0 0 +48457,549,106 19.3,** **,48602,"2,543",684 26.9,35 5.1,48636,24,9 37.5,0 0 +48458,"1,706",361 21.2,7 1.9,48603,"1,458",370 25.4,10 2.7,48637,246,23 9.3,0 0 +48460,181,42 23.2,0 0,48604,755,142 18.8,** **,48638,"1,258",200 15.9,** ** +48461,556,90 16.2,** **,48607,67,25 37.3,** **,48640,"1,995",190 9.5,0 0 +48462,609,121 19.9,0 0,48609,586,123 21.0,** **,48642,"2,449",205 8.4,** ** +48463,129,47 36.4,0 0,48610,124,41 33.1,0 0,48647,283,57 20.1,0 0 +48464,230,17 7.4,0 0,48611,503,50 9.9,0 0,48649,37,17 45.9,0 0 +48465,55,** **,0 0,48612,549,115 20.9,** **,48650,387,68 17.6,** ** +48466,107,16 15.0,0 0,48613,101,18 17.8,0 0,48651,197,47 23.9,0 0 +48467,62,23 37.1,** **,48614,73,13 17.8,** **,48652,58,10 17.2,** ** +48468,34,** **,0 0,48615,194,34 17.5,0 0,48653,445,62 13.9,** ** +48469,16,12 75.0,0 0,48616,649,95 14.6,** **,48654,159,15 9.4,0 0 +48470,13,** **,0 0,48617,807,112 13.9,0 0,48655,396,74 18.7,** ** +48471,302,54 17.9,** **,48618,344,33 9.6,** **,48656,133,29 21.8,0 0 +48472,213,17 8.0,** **,48619,34,** **,0 0,48657,411,41 10.0,** ** +48473,"1,385",297 21.4,** **,48621,45,17 37.8,0 0,48658,255,73 28.6,** ** +48475,168,15 8.9,** **,48622,323,67 20.7,0 0,48659,219,53 24.2,** ** +48502,20,15 75.0,** **,48623,837,110 13.1,0 0,48661,725,79 10.9,0 0 +48503,"2,295",637 27.8,36 5.7,48624,"1,007",180 17.9,** **,48662,62,14 22.6,0 0 +48504,"2,711",701 25.9,28 4.0,48625,812,174 21.4,** **,48701,57,21 36.8,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48703,125,27 21.6,0 0,48746,638,113 17.7,0 0,48818,172,37 21.5,** ** +48705,22,** **,0 0,48747,65,16 24.6,0 0,48819,187,30 16.0,0 0 +48706,"2,474",537 21.7,18 3.4,48748,48,13 27.1,** **,48820,"1,234",136 11.0,0 0 +48708,"2,189",458 20.9,36 7.9,48749,65,23 35.4,0 0,48821,416,25 6.0,0 0 +48720,25,15 60.0,0 0,48750,393,110 28.0,6 5.5,48822,198,12 6.1,0 0 +48721,**,** **,0 0,48754,58,14 24.1,0 0,48823,"2,142",363 16.9,** ** +48722,308,40 13.0,0 0,48755,171,26 15.2,0 0,48824,*,** --,** ** +48723,744,206 27.7,** **,48756,262,50 19.1,0 0,48825,*,** --,0 0 +48725,89,17 19.1,0 0,48757,331,56 16.9,0 0,48827,"1,513",152 10.0,** ** +48726,434,69 15.9,** **,48759,175,45 25.7,** **,48829,222,53 23.9,** ** +48727,95,13 13.7,0 0,48760,46,23 50.0,0 0,48831,188,44 23.4,** ** +48728,18,** **,0 0,48761,12,** **,0 0,48832,98,13 13.3,0 0 +48729,68,21 30.9,0 0,48762,43,6 14.0,0 0,48834,142,26 18.3,0 0 +48730,248,31 12.5,** **,48763,289,52 18.0,0 0,48835,190,16 8.4,0 0 +48731,137,27 19.7,0 0,48765,21,6 28.6,0 0,48836,"1,265",121 9.6,** ** +48732,468,134 28.6,** **,48766,65,16 24.6,0 0,48837,"1,291",121 9.4,** ** +48733,76,30 39.5,** **,48767,103,20 19.4,0 0,48838,"1,469",252 17.2,** ** +48734,384,53 13.8,0 0,48768,651,142 21.8,** **,48840,604,110 18.2,** ** +48735,31,8 25.8,** **,48770,144,20 13.9,0 0,48841,69,11 15.9,0 0 +48737,57,9 15.8,** **,48801,977,173 17.7,** **,48842,"1,605",293 18.3,** ** +48738,61,10 16.4,0 0,48806,49,11 22.4,0 0,48843,"2,887",276 9.6,0 0 +48739,177,26 14.7,0 0,48807,68,10 14.7,0 0,48845,59,12 20.3,** ** +48740,84,9 10.7,** **,48808,356,58 16.3,0 0,48846,"1,376",279 20.3,12 4.3 +48741,105,17 16.2,0 0,48809,722,191 26.5,9 4.7,48847,302,58 19.2,0 0 +48742,46,7 15.2,** **,48811,333,57 17.1,** **,48848,403,71 17.6,** ** +48743,*,** --,0 0,48813,"1,433",165 11.5,8 4.8,48849,440,65 14.8,0 0 +48744,161,66 41.0,0 0,48815,157,21 13.4,0 0,48850,330,52 15.8,** ** +48745,83,7 8.4,0 0,48817,355,126 35.5,** **,48851,293,36 12.3,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +48853,49,16 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0,49012,167,24 14.4,0 0,49051,63,16 25.4,0 0 +48886,128,33 25.8,** **,49013,390,62 15.9,** **,49052,46,12 26.1,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +49053,541,94 17.4,** **,49092,151,11 7.3,0 0,49221,"3,274",517 15.8,67 13.0 +49055,342,62 18.1,** **,49093,"1,238",342 27.6,17 5.0,49224,"1,369",133 9.7,11 8.3 +49056,220,66 30.0,0 0,49094,319,39 12.2,0 0,49227,109,21 19.3,** ** +49057,631,128 20.3,6 4.7,49095,100,11 11.0,0 0,49228,363,46 12.7,** ** +49058,"1,248",148 11.9,9 6.1,49096,175,26 14.9,** **,49229,188,27 14.4,** ** +49060,75,20 26.7,** **,49097,666,75 11.3,0 0,49230,540,87 16.1,0 0 +49061,51,14 27.5,0 0,49098,553,53 9.6,** **,49232,250,49 19.6,** ** +49064,228,37 16.2,** **,49099,396,70 17.7,** **,49233,183,29 15.8,0 0 +49065,340,47 13.8,** **,49101,179,24 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0,49347,80,17 21.3,0 0 +49267,233,25 10.7,0 0,49315,"1,619",124 7.7,** **,49348,974,79 8.1,** ** +49268,61,14 23.0,** **,49316,"2,014",122 6.1,** **,49349,453,74 16.3,0 0 +49269,316,72 22.8,** **,49318,104,31 29.8,** **,49401,"1,301",65 5.0,** ** +49270,286,46 16.1,** **,49319,"1,688",200 11.8,7 3.5,49402,80,13 16.3,** ** +49271,238,42 17.6,** **,49321,"1,375",271 19.7,8 3.0,49403,101,63 62.4,0 0 +49272,117,33 28.2,0 0,49322,84,10 11.9,** **,49404,728,67 9.2,** ** +49274,334,58 17.4,** **,49323,916,61 6.7,** **,49405,83,13 15.7,** ** +49276,83,** **,0 0,49325,111,6 5.4,0 0,49408,707,150 21.2,6 4.0 +49277,281,37 13.2,0 0,49326,244,44 18.0,0 0,49410,166,24 14.5,** ** +49279,29,7 24.1,** **,49327,667,92 13.8,0 0,49411,72,18 25.0,0 0 +49282,11,6 54.5,0 0,49328,322,21 6.5,0 0,49412,782,108 13.8,** ** +49283,164,49 29.9,0 0,49329,556,115 20.7,** **,49415,377,73 19.4,0 0 +49284,204,36 17.6,** **,49330,531,107 20.2,** **,49417,"2,114",443 21.0,** ** +49285,352,82 23.3,0 0,49331,"1,229",164 13.3,** **,49418,"1,887",246 13.0,** ** +49286,751,101 13.4,** **,49332,188,22 11.7,0 0,49419,570,90 15.8,6 6.7 +49287,104,6 5.8,** **,49333,"1,165",74 6.4,** **,49420,616,170 27.6,6 3.5 +49288,168,37 22.0,0 0,49336,313,38 12.1,0 0,49421,446,40 9.0,0 0 +49289,17,** **,0 0,49337,907,91 10.0,** **,49423,"4,123",655 15.9,24 3.7 +49301,"1,607",140 8.7,** **,49338,172,14 8.1,** **,49424,"3,534",697 19.7,16 2.3 +49302,814,62 7.6,** **,49339,184,21 11.4,0 0,49425,446,42 9.4,0 0 +49303,91,13 14.3,0 0,49340,199,33 16.6,0 0,49426,"3,315",197 5.9,** ** +49304,186,56 30.1,** **,49341,"2,874",220 7.7,7 3.2,49428,"2,010",120 6.0,0 0 +49305,150,18 12.0,0 0,49342,196,8 4.1,0 0,49431,"1,122",272 24.2,18 6.6 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +49435,222,23 10.4,0 0,49508,"3,669",814 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**,0 0 +49716,17,** **,0 0,49756,177,22 12.4,0 0,49807,212,21 9.9,** ** +49718,37,6 16.2,0 0,49757,30,** **,0 0,49812,71,** **,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +49814,112,6 5.4,0 0,49863,6,** **,0 0,49912,23,** **,0 0 +49815,11,** **,0 0,49864,7,** **,0 0,49913,580,142 24.5,10 7.0 +49816,12,7 58.3,0 0,49866,550,41 7.5,** **,49915,35,** **,0 0 +49817,30,8 26.7,0 0,49868,313,69 22.0,0 0,49916,157,50 31.8,0 0 +49818,57,** **,0 0,49870,142,30 21.1,0 0,49917,37,** **,0 0 +49820,**,** **,0 0,49871,34,** **,0 0,49919,20,** **,0 0 +49821,56,18 32.1,** **,49872,12,** **,0 0,49920,286,36 12.6,0 0 +49825,15,** **,0 0,49873,10,** **,0 0,49921,*,** --,0 0 +49827,61,10 16.4,0 0,49874,55,** **,0 0,49922,56,17 30.4,** ** +49829,"1,098",231 21.0,15 6.5,49876,14,6 42.9,0 0,49925,15,** **,0 0 +49831,50,** **,0 0,49878,158,28 17.7,0 0,49927,32,** **,0 0 +49834,17,** **,0 0,49879,42,** **,0 0,49930,500,133 26.6,** ** +49835,54,7 13.0,0 0,49880,77,** **,0 0,49931,386,106 27.5,0 0 +49836,38,11 28.9,0 0,49881,9,** **,0 0,49934,117,10 8.5,0 0 +49837,596,94 15.8,** **,49884,35,10 28.6,** **,49935,235,63 26.8,** ** +49838,20,6 30.0,0 0,49885,131,11 8.4,0 0,49938,411,95 23.1,** ** +49840,49,** **,0 0,49886,57,** **,0 0,49945,178,32 18.0,** ** +49841,434,104 24.0,** **,49887,114,17 14.9,0 0,49946,316,96 30.4,** ** +49847,64,13 20.3,** **,49891,19,** **,0 0,49947,7,** **,0 0 +49848,**,** **,0 0,49892,81,10 12.3,0 0,49948,24,11 45.8,0 0 +49849,"1,002",101 10.1,** **,49893,59,14 23.7,0 0,49950,92,10 10.9,0 0 +49852,8,** **,0 0,49894,17,14 82.4,0 0,49952,*,** --,0 0 +49853,65,15 23.1,0 0,49895,48,** **,** **,49953,103,12 11.7,0 0 +49854,398,66 16.6,** **,49896,167,37 22.2,** **,49955,30,9 30.0,0 0 +49855,"1,840",152 8.3,6 3.9,49901,14,** **,0 0,49958,89,9 10.1,0 0 +49858,695,139 20.0,8 5.8,49905,192,50 26.0,0 0,49959,29,6 20.7,0 0 +49861,21,** **,0 0,49908,125,53 42.4,0 0,49960,**,** **,0 0 +49862,208,40 19.2,** **,49911,179,31 17.3,** **,49961,**,** **,0 0 +,,,,,,,,,,, +,Population,Children,BLL ≥5,,Population,Children,BLL ≥5,,Population,Children,BLL ≥5 +,Under,Tested,any samples ‡,,Under,Tested,any samples ‡,,Under,Tested,any samples ‡ +Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N %,Zip Code,Age Six,N %,N % +49962,**,** **,0 0,49968,86,23 26.7,** **,Unknown,--,107 --,** ** +49963,96,23 24.0,0 0,49969,69,15 21.7,0 0,PO box,--,226 --,0 0 +49965,**,** **,0 0,49970,10,** **,0 0,TOTAL,"700,787","140,857 20.1","4,791 3.4" +49967,14,** **,0 0,49971,**,** **,** **,,,, From c17dc13d846b85badf7297508aa3b62dea797d18 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Thu, 8 Mar 2018 12:04:53 -0500 Subject: [PATCH 16/30] update gitignore --- .DS_Store | Bin 6148 -> 0 bytes .gitignore | 3 +++ 2013/.DS_Store | Bin 6148 -> 0 bytes 3 files changed, 3 insertions(+) delete mode 100644 .DS_Store delete mode 100644 2013/.DS_Store diff --git a/.DS_Store b/.DS_Store deleted file mode 100644 index 7b71e15ecef72a40ab017eedb18923ac7b9b6b21..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeHKL2DC16n>LL-L#h#6^mZ>s1PJgtGRAtDtIUaBQ0Vj?z#&ZSa(BqV~`Novp>VO z>d~JdqCdia;;nvfW)ck5t1U8bdGoz}^WIG6n=rGFh(u=+Z4$XeA=1IFiVR-rt$c<)WZXrM%lEJP0}bo?CbFkWK;|X?v36!euLCrkjDEmm!V8#@z$yH zGjMOtW)E5ouhrh3H@sQ9-E4TP`H2F%&!te@}Cu(MkR zECUyi0X`o*D5Gz%)ToXQG^zvu*5FnGTYdTiJ$3+ngQZ4zAVQ}Cb*eBWhA@?b(CO&+ zO?;_Qr;|`KV;nQHFcpe0g@^D|I0;{)Z7l5|L^|2{#QY^u?$!S{!a!( zt=sQ*ur_nIo>?W|wI1{(l!fC;jms1m>MBMoU&R|xCGdM}0DXg{MtC6hLqO4B8_U2y GW#AV)9c%&s diff --git a/.gitignore b/.gitignore index fcff087..9bfd157 100644 --- a/.gitignore +++ b/.gitignore @@ -31,3 +31,6 @@ vignettes/*.pdf # Temporary files created by R markdown *.utf8.md *.knit.md + +# Mac giles +.DS_Store diff --git a/2013/.DS_Store b/2013/.DS_Store deleted file mode 100644 index adb6b47724925bb0e18fb1ca8cbf5b3da94c7f6e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 6148 zcmeH~zfJ=&48|SkP>H1@W7wFGc!TIvkdWATfYM%(Knhd>!F(H!4L{rA&*@-gK=#S` z632FwZ-~z#lDg;ZsmMY^=BT2)>M#}ESDnaSvm_8D$GzOhR_>&i^~C#UgT@|7CzpJy zQT!vhR^+LCz1)(ul3T40*ekeZeZt<8yj;{>zp1+o+4L&s=<%BgvyfmQ7zhS}fnXpQ z_+mh7FET%Hj4>Dp27-Z42K0T%sA6e2INH;}U@ZVR!)(IbdI>PA0W1v%M=VJ4P|!nD zYcZ0CW6#a6G#nf~T#}tko_2C-9ZIs(v1fCaR2*Xr27-Yx1N**QX#GD!f9e0nL9q%3 zf`Nap{4lnn_t#B`=#OFXyMo`9E=|U M Date: Thu, 8 Mar 2018 12:05:04 -0500 Subject: [PATCH 17/30] move files to appropriate folders --- BLL_1and2_county_2013.csv => 2013/BLL_1and2_county_2013.csv | 0 ...are_allchildren_lead.csv => BLL_medicare_allchildren_2013.csv} | 0 .../BLL_under6_fundedcommunities_2014.csv | 0 .../BLL_1and2_medicaid_county_2015 | 0 BLL_under6_zip_2015.csv => 2015/BLL_under6_zip_2015.csv | 0 5 files changed, 0 insertions(+), 0 deletions(-) rename BLL_1and2_county_2013.csv => 2013/BLL_1and2_county_2013.csv (100%) rename 2013/{BLL_medicare_allchildren_lead.csv => BLL_medicare_allchildren_2013.csv} (100%) rename BLL_under6_fundedcommunities_2014.csv => 2014/BLL_under6_fundedcommunities_2014.csv (100%) rename BLL_1and2_medicaid_county_2015 => 2015/BLL_1and2_medicaid_county_2015 (100%) rename BLL_under6_zip_2015.csv => 2015/BLL_under6_zip_2015.csv (100%) diff --git a/BLL_1and2_county_2013.csv b/2013/BLL_1and2_county_2013.csv similarity index 100% rename from BLL_1and2_county_2013.csv rename to 2013/BLL_1and2_county_2013.csv diff --git a/2013/BLL_medicare_allchildren_lead.csv b/2013/BLL_medicare_allchildren_2013.csv similarity index 100% rename from 2013/BLL_medicare_allchildren_lead.csv rename to 2013/BLL_medicare_allchildren_2013.csv diff --git a/BLL_under6_fundedcommunities_2014.csv b/2014/BLL_under6_fundedcommunities_2014.csv similarity index 100% rename from BLL_under6_fundedcommunities_2014.csv rename to 2014/BLL_under6_fundedcommunities_2014.csv diff --git a/BLL_1and2_medicaid_county_2015 b/2015/BLL_1and2_medicaid_county_2015 similarity index 100% rename from BLL_1and2_medicaid_county_2015 rename to 2015/BLL_1and2_medicaid_county_2015 diff --git a/BLL_under6_zip_2015.csv b/2015/BLL_under6_zip_2015.csv similarity index 100% rename from BLL_under6_zip_2015.csv rename to 2015/BLL_under6_zip_2015.csv From 670da80fc5b257ddc56fa767d0bb587291fde93b Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Thu, 8 Mar 2018 12:14:56 -0500 Subject: [PATCH 18/30] update readme and add data dictionary --- BLL_datadictionary.csv | 27 +++++++++++++++++++++++++++ README.md | 29 ++++++++++++++++++++++++++--- 2 files changed, 53 insertions(+), 3 deletions(-) create mode 100644 BLL_datadictionary.csv diff --git a/BLL_datadictionary.csv b/BLL_datadictionary.csv new file mode 100644 index 0000000..06a63cd --- /dev/null +++ b/BLL_datadictionary.csv @@ -0,0 +1,27 @@ +Variable name,"Meaning (as we interpret, from the pdf)",Common? +total_n,The total number of children tested, +county,County name, +zip,Zip code, +community,Name of municipality or community, +percent_pre1950_housing,Percent pre-1950 housing, +percent_pre1978_housing,Percent pre-1978 housing, +population,Population of county or zip (may mean the population of children in that age group? Number varies within one document),* +total_n,"Children tested, total number (N)",* +total_percent,"Children tested, percent",* +all_less5_total,"All blood samples, <5ug/dL, total numer (N)", +all_5to9_total,"All blood camples, 5-9 ug/dL, total number (N)", +all_greater5_total,"All blood samples, >5 ug/dL, total number (N)",* +all_greater5_percent,"All blood samples, >5 ug/dL, percent",* +all_greater10_total,"All blood samples, >=10 ug/dL, total number (N)", +all_greater_10_percent,"All blood samples, >=10 ug/dL, percent", +capillary_greater5_total,"Capilary samples, >=5 ug/dL, total number (N)", +capillary_greater5_percent,"Capilary samples, >=5 ug/dL, percent", +capilary_greater10_total,"Capilary samples, >=10 ug/dL, total number (N)", +venous_greater5_total,"Venous samples, >= 5 ug/dL, total number (N)", +venous_greater5_percent,"Venous samples, >= 5 ug/dL, percent", +venous_10to19_total,"Venous samples, 10-19 ug/dL, total number (N)", +venous_5to14_total,"Venous samples, 5-14 ug/dL, total number (N)", +venuous_greater15_total,"Venous samples, > 15 ug/dL, total number (N)", +venuous_greater15_percent,"Venous samples, > 15 ug/dL, percent", +venous_20to44_total,"Venous samples, 20-44 ug/dL, total number (N)", +venous_greater45_total,"Venous samples, >=45 ug/dL, total number (N)", \ No newline at end of file diff --git a/README.md b/README.md index 343ed27..e5d8478 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,29 @@ -# BLL -Michigan blood lead levels +# BLL: Michigan childhood blood lead levels -File naming convention is like this: BLL_under6_county_2016. +This data comes from PDF reports released by the [Michigan Department of Health & Human Services](http://www.michigan.gov/mdhhs/). The files are hosted on their [Data and Research](http://www.michigan.gov/lead/0,5417,7-310-66221_66223---,00.html) page. My Spring 2018 [Data Journalism class](http://www.science.smith.edu/~amcnamara/sds236/) used [Tabula](http://tabula.technology/) to free tables from the PDFs and convert them to CSV datafiles. + +The PDFs in question are: + +- [2012 Annual Data Report on Blood Lead Levels of Children in Michigan](http://www.michigan.gov/documents/mdch/2012AnnualDataReportOnBloodLeadLevels_419508_7.pdf) +- [2013 Data Report on Childhood Lead Testing and Elevated Levels](http://www.michigan.gov/documents/mdhhs/2013_Child_Lead_Testing_and_Elevated_Levels_Report_515288_7.pdf) +- [2014 Data Report on Childhood Lead Testing and Elevated Levels: Michigan](http://www.michigan.gov/documents/mdhhs/2014_Child_Lead_Testing_and_Elevated_Levels_Report_515233_7.pdf) +- [2015 Data Report on Childhood Lead Testing and Elevated Blood Lead Levels: Michigan](http://www.michigan.gov/documents/lead/2015_annual_report_2_7_17_551735_7.pdf) +- [2016 Provisional Data Report on Childhood Lead Testing and Elevated Levels: Michigan](http://www.michigan.gov/documents/lead/MI-CLPPP_2016_Provisional_Report_603438_7.pdf) + +Each table from these files was extracted into a single CSV file. The file naming convention is as follows: BLL_[age group of children]_[geographic area]_[year]. For example, BLL_under6_zip_2016 is the data on children under six, by zip code, in 2016. + +The common age groups of children are + +- under 6 +- ages 1 and 2 +- all ages + +Common geographic areas are + +- county +- zip code +- community (receiving funding for lead poisoning prevention) + +We are also attempting to standardize the variable names, although it appears that slightly different measurements and cutoffs were used across years. The [Data Dictionary](BLL_datadictionary.csv) will evolve as we work through the tables. From 499ae940004b4a4372095d2526036492cfaf7f96 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Thu, 8 Mar 2018 12:15:35 -0500 Subject: [PATCH 19/30] readme formatting --- README.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index e5d8478..be7b5fb 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,10 @@ The PDFs in question are: - [2015 Data Report on Childhood Lead Testing and Elevated Blood Lead Levels: Michigan](http://www.michigan.gov/documents/lead/2015_annual_report_2_7_17_551735_7.pdf) - [2016 Provisional Data Report on Childhood Lead Testing and Elevated Levels: Michigan](http://www.michigan.gov/documents/lead/MI-CLPPP_2016_Provisional_Report_603438_7.pdf) -Each table from these files was extracted into a single CSV file. The file naming convention is as follows: BLL_[age group of children]_[geographic area]_[year]. For example, BLL_under6_zip_2016 is the data on children under six, by zip code, in 2016. +Each table from these files was extracted into a single CSV file. The file naming convention is as follows: +```BLL_[age group of children]_[geographic area]_[year]``` + +For example, `BLL_under6_zip_2016` is the data on children under six, by zip code, in 2016. The common age groups of children are From 6674506d90e8ec51877a1a373805862aad8ef958 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Thu, 8 Mar 2018 12:18:14 -0500 Subject: [PATCH 20/30] sp --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index be7b5fb..a402e14 100644 --- a/README.md +++ b/README.md @@ -10,7 +10,7 @@ The PDFs in question are: - [2015 Data Report on Childhood Lead Testing and Elevated Blood Lead Levels: Michigan](http://www.michigan.gov/documents/lead/2015_annual_report_2_7_17_551735_7.pdf) - [2016 Provisional Data Report on Childhood Lead Testing and Elevated Levels: Michigan](http://www.michigan.gov/documents/lead/MI-CLPPP_2016_Provisional_Report_603438_7.pdf) -Each table from these files was extracted into a single CSV file. The file naming convention is as follows: +Each individual table from a PDF was extracted into a single CSV file. The file naming convention is as follows: ```BLL_[age group of children]_[geographic area]_[year]``` For example, `BLL_under6_zip_2016` is the data on children under six, by zip code, in 2016. From 25e4db5ae0ee1e19bc6f2734b9a18656396a5bf3 Mon Sep 17 00:00:00 2001 From: e-fukuda Date: Thu, 8 Mar 2018 17:14:45 -0500 Subject: [PATCH 21/30] 2015 Paper MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Table 3. Blood Lead Levels for Children under Age Six Enrolled in Medicaid† by County, 2015 --- BLL_under6_medicaid_county_2015.csv | 92 +++++++++++++++++++++++++++++ 1 file changed, 92 insertions(+) create mode 100644 BLL_under6_medicaid_county_2015.csv diff --git a/BLL_under6_medicaid_county_2015.csv b/BLL_under6_medicaid_county_2015.csv new file mode 100644 index 0000000..2b9d61e --- /dev/null +++ b/BLL_under6_medicaid_county_2015.csv @@ -0,0 +1,92 @@ +CHILDREN UNDER AGE SIX IN MEDICAID,,Blood Lead Level (g/dL),,,,BLL ?5 venous samples,,"BLL ?5 venous, capillary, unknown samples",,, +Country,Children Tested,<5,"?5 g/dL Capillary, Unknown samples*",5-14 g/dL Venous samples,?15 g/dL Venous samples,N,%,N,%,, +Alcona,47,44,**,0,0,0,0,**,**,, +Alger,54,51,**,**,0,**,**,**,**,, +Allegan,885,850,**,**,**,**,**,35,4,, +Alpena,226,225,**,0,0,0,0,**,**,, +Antrim,207,204,**,0,0,0,0,**,**,, +Arenac,171,169,**,**,0,**,**,**,**,, +Baraga,119,118,0,**,0,**,**,**,**,, +Barry,356,342,**,**,**,**,**,14,3.9,, +Bay,"1,034",977,39,**,**,18,1.7,57,5.5,, +Benzie,168,166,**,**,0,**,**,**,**,, +Berrien,"1,480","1,422",30,**,**,28,1.9,58,3.9,, +Branch,513,501,**,**,**,**,**,12,2.3,, +Calhoun,"1,329","1,257",18,45,9,54,4.1,72,5.4,, +Cass,365,353,**,**,0,**,**,12,3.3,, +Charlevoix,252,250,**,**,0,**,**,**,**,, +Cheboygan,194,193,0,**,0,**,**,**,**,, +Chippewa,267,262,**,**,**,**,**,**,**,, +Clare,342,341,0,**,0,**,**,**,**,, +Clinton,462,454,**,0,**,**,**,8,1.7,, +Crawford,85,84,0,**,0,**,**,**,**,, +Delta,373,354,12,7,0,7,1.9,19,5.1,, +Dickinson,155,155,0,0,0,0,0,0,0,, +Eaton,768,742,13,13,0,13,1.7,26,3.4,, +Emmet,284,284,0,0,0,0,0,0,0,, +Genesee,"5,372","5,229",66,68,9,77,1.4,143,2.7,, +Gladwin,264,262,**,**,0,**,**,**,**,, +Gogebic,147,140,**,**,0,**,**,7,4.8,, +Grand Traverse,684,668,9,7,0,7,1,16,2.3,, +Gratiot,402,399,**,0,0,0,0,**,**,, +Hillsdale,607,591,**,**,0,**,**,16,2.6,, +,,,"≥5 μg/dL Capillary,",5-14 μg/dL,≥15 μg/dL Venous,,,,,, +,Children,<5,Unknown samples*,Venous samples,samples,,,,,, +County,Tested,,,,,,,N,,%, +Houghton,368,354,**,**,**,**,**,,14,,3.8 +Huron,264,259,**,0,**,**,**,,**,,** +Ingham,"3,802","3,699",50,**,**,53,1.4,,103,,2.7 +Ionia,621,599,12,**,**,10,1.6,,22,,3.5 +Iosco,241,231,**,**,**,**,**,,10,,4.1 +Iron,98,97,**,0,0,0,0,,**,,** +Isabella,409,405,**,**,0,**,**,,**,,** +Jackson,"1,983","1,858",85,**,**,40,2,,125,,6.3 +Kalamazoo,"2,453","2,352",73,**,**,28,1.1,,101,,4.1 +Kalkaska,130,129,0,**,0,**,**,,**,,** +Kent,"7,185","6,654",397,118,16,134,1.9,,531,,7.4 +Keweenaw,17,17,0,0,0,0,0,,0,,0 +Lake,99,98,**,0,0,0,0,,**,,** +Lapeer,619,602,**,0,**,**,**,,17,,2.7 +Leelanau,132,126,**,**,0,**,**,,6,,4.5 +Lenawee,678,594,62,**,**,22,3.2,,84,,12.4 +Livingston,662,657,**,**,0,**,**,,**,,** +Luce,66,66,0,0,0,0,0,,0,,0 +Mackinac,98,97,0,**,0,**,**,,**,,** +Macomb,"6,601","6,526",53,**,**,22,0.3,,75,,1.1 +Manistee,201,195,**,0,**,**,**,,6,,3 +Marquette,358,349,**,**,0,**,**,,9,,2.5 +Mason,298,274,**,**,0,**,**,,24,,8.1 +Mecosta,234,232,**,0,0,0,0,,**,,** +Menominee,175,166,**,**,**,**,**,,9,,5.1 +Midland,312,305,**,**,0,**,**,,7,,2.2 +Missaukee,112,111,0,**,0,**,**,,**,,** +Monroe,807,795,**,**,**,**,**,,12,,1.5 +Montcalm,764,750,**,**,0,**,**,,14,,1.8 +Montmorency,61,61,0,0,0,0,0,,0,,0 +Muskegon,"1,937","1,835",48,45,9,54,2.8,,102,,5.3 +,,,"≥5 μg/dL Capillary,",5-14 μg/dL,≥15 μg/dL Venous,,,,,, +,Children,<5,Unknown samples*,Venous samples,samples,,,,,, +County,Tested,,,,,,,N,,%, +Newaygo,351,346,**,**,0,,,**,,,** +Oakland,"6,971","6,862",49,**,**,,,109,,,1.6 +Oceana,374,365,**,**,0,,,9,,,2.4 +Ogemaw,151,151,0,0,0,,,0,,,0 +Ontonagon,28,27,0,**,0,,,**,,,** +Osceola,243,240,**,0,0,,,**,,,** +Oscoda,86,86,0,0,0,,,0,,,0 +Otsego,248,248,0,0,0,,,0,,,0 +Ottawa,"1,492","1,455",30,7,0,,,37,,,2.5 +Presque Isle,83,82,**,0,0,,,**,,,** +Roscommon,177,176,**,0,0,,,**,,,** +Saginaw,"2,462","2,375",69,**,**,,,87,,,3.5 +Saint Clair,"2,278","2,174",93,**,**,,,104,,,4.6 +Saint Joseph,745,716,**,**,0,,,29,,,3.9 +Sanilac,324,312,**,**,0,,,12,,,3.7 +Schoolcraft,72,72,0,0,0,,,0,,,0 +Shiawassee,923,875,42,6,0,,,48,,,5.2 +Tuscola,606,600,**,**,0,,,6,,,1 +Van Buren,587,558,19,10,0,,,29,,,4.9 +Washtenaw,"1,635","1,609",11,**,**,,,26,,,1.6 +Wayne,"30,764","29,072",347,"1,208",137,,,"1,692",,,5.5 +Wexford,282,278,**,**,0,,,**,,,** +MICHIGAN,"100,279","96,259","1,880","1,912",228,,,"4,020",,,4 From b05df1e6ccbf5fe791df74de3616d8bdee787d13 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Fri, 9 Mar 2018 13:13:26 -0500 Subject: [PATCH 22/30] move file --- .../BLL_under6_medicaid_county_2015.csv | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename BLL_under6_medicaid_county_2015.csv => 2015/BLL_under6_medicaid_county_2015.csv (100%) diff --git a/BLL_under6_medicaid_county_2015.csv b/2015/BLL_under6_medicaid_county_2015.csv similarity index 100% rename from BLL_under6_medicaid_county_2015.csv rename to 2015/BLL_under6_medicaid_county_2015.csv From 1064b55f3f6bd55d694221aa806ba4698c0f2477 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Fri, 9 Mar 2018 13:14:09 -0500 Subject: [PATCH 23/30] add .csv --- ...d2_medicaid_county_2015 => BLL_1and2_medicaid_county_2015.csv} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename 2015/{BLL_1and2_medicaid_county_2015 => BLL_1and2_medicaid_county_2015.csv} (100%) diff --git a/2015/BLL_1and2_medicaid_county_2015 b/2015/BLL_1and2_medicaid_county_2015.csv similarity index 100% rename from 2015/BLL_1and2_medicaid_county_2015 rename to 2015/BLL_1and2_medicaid_county_2015.csv From 4790d1f3470a94c8b2398069b94a4513b8bcd0bf Mon Sep 17 00:00:00 2001 From: Stella Li Date: Fri, 9 Mar 2018 13:30:11 -0500 Subject: [PATCH 24/30] added BLL_1and2_county_2015 --- BLL_1and2_county_2015.csv | 87 +++++++++++++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 BLL_1and2_county_2015.csv diff --git a/BLL_1and2_county_2015.csv b/BLL_1and2_county_2015.csv new file mode 100644 index 0000000..7518562 --- /dev/null +++ b/BLL_1and2_county_2015.csv @@ -0,0 +1,87 @@ +Alcona,15.0,61.5,134,44,32.8,41,**,0,0,0,0,**,** +Alger,25.7,64.1,137,55,40.1,51,**,**,0,**,**,**,** +Allegan,21.0,51.1,"2,656",966,36.4,929,30,**,**,7,0.7,37,3.8 +Alpena,23.5,71.6,535,218,40.7,216,**,0,0,0,0,**,** +Antrim,17.1,52.6,390,182,46.7,179,**,0,0,0,0,**,** +Arenac,16.9,58.2,226,153,67.7,151,**,**,0,**,**,**,** +Baraga,30.9,71.7,143,98,68.5,98,0,0,0,0,0,0,0 +Barry,24.5,57.3,"1,241",357,28.8,345,**,**,**,**,**,12,3.4 +Bay,32.1,75.6,"2,125","1,182",55.6,"1,134",36,**,**,12,1.0,48,4.1 +Benzie,17.1,46.3,307,180,58.6,180,0,0,0,0,0,0,0 +Berrien,26.5,72.2,"3,815","1,293",33.9,"1,245",22,**,**,26,2.0,48,3.7 +Branch,27.8,65.3,"1,185",255,21.5,246,**,**,0,**,**,9,3.5 +Calhoun,32.6,75.3,"3,338","1,067",32.0,"1,013",17,29,8,37,3.5,54,5.1 +Cass,20.3,59.9,961,369,38.4,360,**,**,0,**,**,9,2.4 +Charlevoix,19.8,54.4,487,188,38.6,186,**,**,0,**,**,**,** +Cheboygan,23.0,53.5,408,175,42.9,175,0,0,0,0,0,0,0 +Chippewa,22.0,58.6,704,230,32.7,225,**,**,0,**,**,**,** +Clare,12.0,58.8,661,307,46.4,306,0,**,0,**,**,**,** +Clinton,22.1,52.8,"1,690",364,21.5,359,**,**,0,**,**,**,** +Crawford,10.5,55.6,224,70,31.3,69,0,**,0,**,**,**,** +Delta,32.4,68,728,341,46.8,323,11,7,0,7,2.1,18,5.3 +Dickinson,36.4,71.7,533,180,33.8,180,0,0,0,0,0,0,0 +Eaton,20.1,56.4,"2,305",610,26.5,585,11,14,0,14,2.3,25,4.1 +Emmet,22.8,48.3,616,235,38.1,235,0,0,0,0,0,0,0 +Genesee,19.9,68,"9,867","4,196",42.5,"4,090",56,**,**,50,1.2,106,2.5 +Gladwin,12.0,49.5,499,215,43.1,213,**,**,0,**,**,**,** +Gogebic,46.4,76.7,237,115,48.5,108,**,**,0,**,**,7,6.1 +Grand Traverse,14.8,43.5,"2,013",937,46.5,918,13,6,0,6,0.6,19,2.0 +Gratiot,36.5,69.8,818,280,34.2,279,**,0,0,0,0,**,** +Hillsdale,34.5,63.2,"1,071",361,33.7,348,**,**,0,**,**,13,3.6 +Houghton,50.5,75.5,749,471,62.9,461,0,**,**,10,2.1,10,2.1 +Huron,28.9,68.9,590,217,36.8,213,**,0,**,**,**,**,** +Ingham,23.9,68.2,"6,440","2,693",41.8,"2,624",32,**,**,37,1.4,69,2.6 +Ionia,33.2,63,"1,492",641,43.0,620,15,**,**,6,0.9,21,3.3 +Iosco,17.7,65.6,493,224,45.4,215,**,**,**,**,**,9,4.0 +Iron,43.3,72.1,186,79,42.5,78,**,0,0,0,0,**,** +Isabella,16.1,48.2,"1,337",453,33.9,447,**,**,0,**,**,6,1.3 +Jackson,30.2,67.9,"3,412","2,192",64.2,"2,080",79,**,**,33,1.5,112,5.1 +Kalamazoo,22.0,62.6,"6,234","2,082",33.4,"2,009",54,**,**,19,0.9,73,3.5 +Kalkaska,11.2,49.3,367,101,27.5,101,0,0,0,0,0,0,0 +Kent,23.1,59.2,"17,888","7,767",43.4,"7,283",371,100,13,113,1.5,484,6.2 +Keweenaw,44.5,77.6,29,19,65.5,19,0,0,0,0,0,0,0 +Lake,11.3,52.6,144,78,54.2,78,0,0,0,0,0,0,0 +Lapeer,19.6,52.9,"1,672",647,38.7,629,**,0,**,**,**,18,2.8 +Leelanau,16.0,46.5,313,164,52.4,157,**,**,0,**,**,7,4.3 +Lenawee,30.9,67.2,"2,255",641,28.4,577,44,**,**,20,3.1,64,10.0 +Livingston,11.4,39,"3,689",751,20.4,744,**,**,0,**,**,7,0.9 +Luce,24.8,64.3,102,68,66.7,68,0,0,0,0,0,0,0 +Mackinac,23.6,58.6,182,109,59.9,108,0,**,0,**,**,**,** +Macomb,9.1,59.1,"18,754","6,773",36.1,"6,690",60,**,**,23,0.3,83,1.2 +Manistee,27.4,63.9,376,236,62.8,230,**,0,**,**,**,6,2.5 +Marquette,29.0,69.4,"1,241",381,30.7,374,**,**,0,**,**,7,1.8 +Mason,27.4,64.6,591,131,22.2,128,**,**,0,**,**,**,** +Mecosta,17.6,53.4,840,233,27.7,231,**,0,0,0,0,**,** +Menominee,31.1,73.2,436,208,47.7,197,**,**,**,**,**,11,5.3 +Midland,14.2,58.7,"1,679",359,21.4,354,**,**,0,**,**,**,** +Missaukee,17.4,56.2,351,105,29.9,105,0,0,0,0,0,0,0 +Monroe,21.9,59,"3,208",990,30.9,976,8,**,**,6,0.6,14,1.4 +Montcalm,25.0,57.7,"1,411",539,38.2,526,**,**,0,**,**,13,2.4 +Montmorency,13.5,58.6,127,48,37.8,48,0,0,0,0,0,0,0 +Muskegon,26.7,66.2,"4,150","1,551",37.4,"1,480",35,29,7,36,2.3,71,4.6 +Newaygo,17.9,53.6,"1,097",367,33.5,361,**,**,0,**,**,6,1.6 +Oakland,14.1,60.5,"27,162","8,597",31.7,"8,469",61,59,8,67,0.8,128,1.5 +Oceana,23.9,57.8,604,218,36.1,215,**,**,0,**,**,**,** +Ogemaw,15.5,61.6,373,148,39.7,148,0,0,0,0,0,0,0 +Ontonagon,39.2,73.2,59,35,59.3,34,0,**,0,**,**,**,** +Osceola,18.7,56.6,522,218,41.8,216,**,0,0,0,0,**,** +Oscoda,13.0,62.1,135,61,45.2,61,0,0,0,0,0,0,0 +Otsego,11.2,50.3,488,165,33.8,165,0,0,0,0,0,0,0 +Ottawa,14.8,45.3,"7,054","2,369",33.6,"2,321",40,8,0,8,0.3,48,2.0 +Presque Isle,22.0,66.3,184,83,45.1,82,**,0,0,0,0,**,** +Roscommon,9.8,58.7,362,162,44.8,161,**,0,0,0,0,**,** +Saginaw,26.3,73.1,"4,490","2,495",55.6,"2,423",59,**,**,13,0.5,72,2.9 +Saint Clair,25.6,59.4,"3,146","1,422",45.2,"1,359",54,**,**,9,0.6,63,4.4 +Saint Joseph,24.2,65.1,"1,568",603,38.5,576,**,**,0,**,**,27,4.5 +Sanilac,30.5,64.6,871,215,24.7,209,**,**,0,**,**,6,2.8 +Schoolcraft,26.8,63.3,139,73,52.5,72,**,0,0,0,0,**,** +Shiawassee,30.4,68.2,"1,421",797,56.1,752,39,6,0,6,0.8,45,5.6 +Tuscola,30.0,67.4,"1,107",583,52.7,578,**,**,0,**,**,**,** +Van Buren,22.7,58.1,"1,872",449,24.0,427,12,10,0,10,2.2,22,4.9 +Washtenaw,16.8,56.5,"7,337","2,000",27.3,"1,968",11,21,0,21,1.1,32,1.6 +Wayne,,,†,,,,,,,,,, +"(excluding Detroit)",,,,,,,,,,,,, +"",21.7,74.5,--,"9,868",--,"9,692",64,**,**,112,1.1,176,1.8 +Wexford,21.4,53.7,814,260,31.9,257,**,**,0,**,**,**,** +City of Detroit,57.9,93.2,--†,"9,075",--,"8,258",155,588,74,662,7.3,817,9.0 +MICHIGAN,23.4,64.8,"228,094","86,437",37.9,"83,441","1,558","1,277",161,"1,438",1.7,"2,996",3.5 From 54f9890f03dec7ab03fbefd0cb80d2b0d63c41f9 Mon Sep 17 00:00:00 2001 From: Amelia McNamara Date: Fri, 9 Mar 2018 14:38:04 -0500 Subject: [PATCH 25/30] remove repeat --- BLL_1and2_county_2015.csv | 87 --------------------------------------- 1 file changed, 87 deletions(-) delete mode 100644 BLL_1and2_county_2015.csv diff --git a/BLL_1and2_county_2015.csv b/BLL_1and2_county_2015.csv deleted file mode 100644 index 7518562..0000000 --- a/BLL_1and2_county_2015.csv +++ /dev/null @@ -1,87 +0,0 @@ -Alcona,15.0,61.5,134,44,32.8,41,**,0,0,0,0,**,** -Alger,25.7,64.1,137,55,40.1,51,**,**,0,**,**,**,** -Allegan,21.0,51.1,"2,656",966,36.4,929,30,**,**,7,0.7,37,3.8 -Alpena,23.5,71.6,535,218,40.7,216,**,0,0,0,0,**,** -Antrim,17.1,52.6,390,182,46.7,179,**,0,0,0,0,**,** -Arenac,16.9,58.2,226,153,67.7,151,**,**,0,**,**,**,** -Baraga,30.9,71.7,143,98,68.5,98,0,0,0,0,0,0,0 -Barry,24.5,57.3,"1,241",357,28.8,345,**,**,**,**,**,12,3.4 -Bay,32.1,75.6,"2,125","1,182",55.6,"1,134",36,**,**,12,1.0,48,4.1 -Benzie,17.1,46.3,307,180,58.6,180,0,0,0,0,0,0,0 -Berrien,26.5,72.2,"3,815","1,293",33.9,"1,245",22,**,**,26,2.0,48,3.7 -Branch,27.8,65.3,"1,185",255,21.5,246,**,**,0,**,**,9,3.5 -Calhoun,32.6,75.3,"3,338","1,067",32.0,"1,013",17,29,8,37,3.5,54,5.1 -Cass,20.3,59.9,961,369,38.4,360,**,**,0,**,**,9,2.4 -Charlevoix,19.8,54.4,487,188,38.6,186,**,**,0,**,**,**,** -Cheboygan,23.0,53.5,408,175,42.9,175,0,0,0,0,0,0,0 -Chippewa,22.0,58.6,704,230,32.7,225,**,**,0,**,**,**,** -Clare,12.0,58.8,661,307,46.4,306,0,**,0,**,**,**,** -Clinton,22.1,52.8,"1,690",364,21.5,359,**,**,0,**,**,**,** -Crawford,10.5,55.6,224,70,31.3,69,0,**,0,**,**,**,** -Delta,32.4,68,728,341,46.8,323,11,7,0,7,2.1,18,5.3 -Dickinson,36.4,71.7,533,180,33.8,180,0,0,0,0,0,0,0 -Eaton,20.1,56.4,"2,305",610,26.5,585,11,14,0,14,2.3,25,4.1 -Emmet,22.8,48.3,616,235,38.1,235,0,0,0,0,0,0,0 -Genesee,19.9,68,"9,867","4,196",42.5,"4,090",56,**,**,50,1.2,106,2.5 -Gladwin,12.0,49.5,499,215,43.1,213,**,**,0,**,**,**,** -Gogebic,46.4,76.7,237,115,48.5,108,**,**,0,**,**,7,6.1 -Grand Traverse,14.8,43.5,"2,013",937,46.5,918,13,6,0,6,0.6,19,2.0 -Gratiot,36.5,69.8,818,280,34.2,279,**,0,0,0,0,**,** -Hillsdale,34.5,63.2,"1,071",361,33.7,348,**,**,0,**,**,13,3.6 -Houghton,50.5,75.5,749,471,62.9,461,0,**,**,10,2.1,10,2.1 -Huron,28.9,68.9,590,217,36.8,213,**,0,**,**,**,**,** -Ingham,23.9,68.2,"6,440","2,693",41.8,"2,624",32,**,**,37,1.4,69,2.6 -Ionia,33.2,63,"1,492",641,43.0,620,15,**,**,6,0.9,21,3.3 -Iosco,17.7,65.6,493,224,45.4,215,**,**,**,**,**,9,4.0 -Iron,43.3,72.1,186,79,42.5,78,**,0,0,0,0,**,** -Isabella,16.1,48.2,"1,337",453,33.9,447,**,**,0,**,**,6,1.3 -Jackson,30.2,67.9,"3,412","2,192",64.2,"2,080",79,**,**,33,1.5,112,5.1 -Kalamazoo,22.0,62.6,"6,234","2,082",33.4,"2,009",54,**,**,19,0.9,73,3.5 -Kalkaska,11.2,49.3,367,101,27.5,101,0,0,0,0,0,0,0 -Kent,23.1,59.2,"17,888","7,767",43.4,"7,283",371,100,13,113,1.5,484,6.2 -Keweenaw,44.5,77.6,29,19,65.5,19,0,0,0,0,0,0,0 -Lake,11.3,52.6,144,78,54.2,78,0,0,0,0,0,0,0 -Lapeer,19.6,52.9,"1,672",647,38.7,629,**,0,**,**,**,18,2.8 -Leelanau,16.0,46.5,313,164,52.4,157,**,**,0,**,**,7,4.3 -Lenawee,30.9,67.2,"2,255",641,28.4,577,44,**,**,20,3.1,64,10.0 -Livingston,11.4,39,"3,689",751,20.4,744,**,**,0,**,**,7,0.9 -Luce,24.8,64.3,102,68,66.7,68,0,0,0,0,0,0,0 -Mackinac,23.6,58.6,182,109,59.9,108,0,**,0,**,**,**,** -Macomb,9.1,59.1,"18,754","6,773",36.1,"6,690",60,**,**,23,0.3,83,1.2 -Manistee,27.4,63.9,376,236,62.8,230,**,0,**,**,**,6,2.5 -Marquette,29.0,69.4,"1,241",381,30.7,374,**,**,0,**,**,7,1.8 -Mason,27.4,64.6,591,131,22.2,128,**,**,0,**,**,**,** -Mecosta,17.6,53.4,840,233,27.7,231,**,0,0,0,0,**,** -Menominee,31.1,73.2,436,208,47.7,197,**,**,**,**,**,11,5.3 -Midland,14.2,58.7,"1,679",359,21.4,354,**,**,0,**,**,**,** -Missaukee,17.4,56.2,351,105,29.9,105,0,0,0,0,0,0,0 -Monroe,21.9,59,"3,208",990,30.9,976,8,**,**,6,0.6,14,1.4 -Montcalm,25.0,57.7,"1,411",539,38.2,526,**,**,0,**,**,13,2.4 -Montmorency,13.5,58.6,127,48,37.8,48,0,0,0,0,0,0,0 -Muskegon,26.7,66.2,"4,150","1,551",37.4,"1,480",35,29,7,36,2.3,71,4.6 -Newaygo,17.9,53.6,"1,097",367,33.5,361,**,**,0,**,**,6,1.6 -Oakland,14.1,60.5,"27,162","8,597",31.7,"8,469",61,59,8,67,0.8,128,1.5 -Oceana,23.9,57.8,604,218,36.1,215,**,**,0,**,**,**,** -Ogemaw,15.5,61.6,373,148,39.7,148,0,0,0,0,0,0,0 -Ontonagon,39.2,73.2,59,35,59.3,34,0,**,0,**,**,**,** -Osceola,18.7,56.6,522,218,41.8,216,**,0,0,0,0,**,** -Oscoda,13.0,62.1,135,61,45.2,61,0,0,0,0,0,0,0 -Otsego,11.2,50.3,488,165,33.8,165,0,0,0,0,0,0,0 -Ottawa,14.8,45.3,"7,054","2,369",33.6,"2,321",40,8,0,8,0.3,48,2.0 -Presque Isle,22.0,66.3,184,83,45.1,82,**,0,0,0,0,**,** -Roscommon,9.8,58.7,362,162,44.8,161,**,0,0,0,0,**,** -Saginaw,26.3,73.1,"4,490","2,495",55.6,"2,423",59,**,**,13,0.5,72,2.9 -Saint Clair,25.6,59.4,"3,146","1,422",45.2,"1,359",54,**,**,9,0.6,63,4.4 -Saint Joseph,24.2,65.1,"1,568",603,38.5,576,**,**,0,**,**,27,4.5 -Sanilac,30.5,64.6,871,215,24.7,209,**,**,0,**,**,6,2.8 -Schoolcraft,26.8,63.3,139,73,52.5,72,**,0,0,0,0,**,** -Shiawassee,30.4,68.2,"1,421",797,56.1,752,39,6,0,6,0.8,45,5.6 -Tuscola,30.0,67.4,"1,107",583,52.7,578,**,**,0,**,**,**,** -Van Buren,22.7,58.1,"1,872",449,24.0,427,12,10,0,10,2.2,22,4.9 -Washtenaw,16.8,56.5,"7,337","2,000",27.3,"1,968",11,21,0,21,1.1,32,1.6 -Wayne,,,†,,,,,,,,,, -"(excluding Detroit)",,,,,,,,,,,,, -"",21.7,74.5,--,"9,868",--,"9,692",64,**,**,112,1.1,176,1.8 -Wexford,21.4,53.7,814,260,31.9,257,**,**,0,**,**,**,** -City of Detroit,57.9,93.2,--†,"9,075",--,"8,258",155,588,74,662,7.3,817,9.0 -MICHIGAN,23.4,64.8,"228,094","86,437",37.9,"83,441","1,558","1,277",161,"1,438",1.7,"2,996",3.5 From b3dbcb33de30e20746889b4450a571f2e0f8a16e Mon Sep 17 00:00:00 2001 From: stellali0311 <34014118+stellali0311@users.noreply.github.com> Date: Tue, 13 Mar 2018 17:56:12 -0400 Subject: [PATCH 26/30] Add files via upload Table 6 --- BLL_under6_zip_2015.csv | 312 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 312 insertions(+) create mode 100644 BLL_under6_zip_2015.csv diff --git a/BLL_under6_zip_2015.csv b/BLL_under6_zip_2015.csv new file mode 100644 index 0000000..4ea94f8 --- /dev/null +++ b/BLL_under6_zip_2015.csv @@ -0,0 +1,312 @@ +48214,"1,350",558,41.3,96,17.2,49001,"1,907",529,27.7,36,6.8,49093,"1,238",342,27.6,17,5.0 +48204,"2,542",800,31.5,119,14.9,48221,"2,723",942,34.6,63,6.7,49444,"2,502",545,21.8,27,5.0 +49507,"4,965","1,328",26.7,188,14.2,49419,570,90,15.8,6,6.7,49017,"1,446",306,21.2,15,4.9 +48202,734,382,52.0,53,13.9,49431,"1,122",272,24.2,18,6.6,49015,"1,972",432,21.9,21,4.9 +48206,"1,717",592,34.5,82,13.9,48224,"4,186","1,380",33.0,91,6.6,48813,"1,433",165,11.5,8,4.8 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-Allegan,21.0,51.1,"2,656",966,36.4,929,30,**,**,7,0.7,37,3.8 -Alpena,23.5,71.6,535,218,40.7,216,**,0,0,0,0,**,** -Antrim,17.1,52.6,390,182,46.7,179,**,0,0,0,0,**,** -Arenac,16.9,58.2,226,153,67.7,151,**,**,0,**,**,**,** -Baraga,30.9,71.7,143,98,68.5,98,0,0,0,0,0,0,0 -Barry,24.5,57.3,"1,241",357,28.8,345,**,**,**,**,**,12,3.4 -Bay,32.1,75.6,"2,125","1,182",55.6,"1,134",36,**,**,12,1.0,48,4.1 -Benzie,17.1,46.3,307,180,58.6,180,0,0,0,0,0,0,0 -Berrien,26.5,72.2,"3,815","1,293",33.9,"1,245",22,**,**,26,2.0,48,3.7 -Branch,27.8,65.3,"1,185",255,21.5,246,**,**,0,**,**,9,3.5 -Calhoun,32.6,75.3,"3,338","1,067",32.0,"1,013",17,29,8,37,3.5,54,5.1 -Cass,20.3,59.9,961,369,38.4,360,**,**,0,**,**,9,2.4 -Charlevoix,19.8,54.4,487,188,38.6,186,**,**,0,**,**,**,** -Cheboygan,23.0,53.5,408,175,42.9,175,0,0,0,0,0,0,0 -Chippewa,22.0,58.6,704,230,32.7,225,**,**,0,**,**,**,** -Clare,12.0,58.8,661,307,46.4,306,0,**,0,**,**,**,** -Clinton,22.1,52.8,"1,690",364,21.5,359,**,**,0,**,**,**,** -Crawford,10.5,55.6,224,70,31.3,69,0,**,0,**,**,**,** -Delta,32.4,68,728,341,46.8,323,11,7,0,7,2.1,18,5.3 -Dickinson,36.4,71.7,533,180,33.8,180,0,0,0,0,0,0,0 -Eaton,20.1,56.4,"2,305",610,26.5,585,11,14,0,14,2.3,25,4.1 -Emmet,22.8,48.3,616,235,38.1,235,0,0,0,0,0,0,0 -Genesee,19.9,68,"9,867","4,196",42.5,"4,090",56,**,**,50,1.2,106,2.5 -Gladwin,12.0,49.5,499,215,43.1,213,**,**,0,**,**,**,** -Gogebic,46.4,76.7,237,115,48.5,108,**,**,0,**,**,7,6.1 -Grand Traverse,14.8,43.5,"2,013",937,46.5,918,13,6,0,6,0.6,19,2.0 -Gratiot,36.5,69.8,818,280,34.2,279,**,0,0,0,0,**,** -Hillsdale,34.5,63.2,"1,071",361,33.7,348,**,**,0,**,**,13,3.6 -Houghton,50.5,75.5,749,471,62.9,461,0,**,**,10,2.1,10,2.1 -Huron,28.9,68.9,590,217,36.8,213,**,0,**,**,**,**,** -Ingham,23.9,68.2,"6,440","2,693",41.8,"2,624",32,**,**,37,1.4,69,2.6 -Ionia,33.2,63,"1,492",641,43.0,620,15,**,**,6,0.9,21,3.3 -Iosco,17.7,65.6,493,224,45.4,215,**,**,**,**,**,9,4.0 -Iron,43.3,72.1,186,79,42.5,78,**,0,0,0,0,**,** -Isabella,16.1,48.2,"1,337",453,33.9,447,**,**,0,**,**,6,1.3 -Jackson,30.2,67.9,"3,412","2,192",64.2,"2,080",79,**,**,33,1.5,112,5.1 -Kalamazoo,22.0,62.6,"6,234","2,082",33.4,"2,009",54,**,**,19,0.9,73,3.5 -Kalkaska,11.2,49.3,367,101,27.5,101,0,0,0,0,0,0,0 -Kent,23.1,59.2,"17,888","7,767",43.4,"7,283",371,100,13,113,1.5,484,6.2 -Keweenaw,44.5,77.6,29,19,65.5,19,0,0,0,0,0,0,0 -Lake,11.3,52.6,144,78,54.2,78,0,0,0,0,0,0,0 -Lapeer,19.6,52.9,"1,672",647,38.7,629,**,0,**,**,**,18,2.8 -Leelanau,16.0,46.5,313,164,52.4,157,**,**,0,**,**,7,4.3 -Lenawee,30.9,67.2,"2,255",641,28.4,577,44,**,**,20,3.1,64,10.0 -Livingston,11.4,39,"3,689",751,20.4,744,**,**,0,**,**,7,0.9 -Luce,24.8,64.3,102,68,66.7,68,0,0,0,0,0,0,0 -Mackinac,23.6,58.6,182,109,59.9,108,0,**,0,**,**,**,** -Macomb,9.1,59.1,"18,754","6,773",36.1,"6,690",60,**,**,23,0.3,83,1.2 -Manistee,27.4,63.9,376,236,62.8,230,**,0,**,**,**,6,2.5 -Marquette,29.0,69.4,"1,241",381,30.7,374,**,**,0,**,**,7,1.8 -Mason,27.4,64.6,591,131,22.2,128,**,**,0,**,**,**,** -Mecosta,17.6,53.4,840,233,27.7,231,**,0,0,0,0,**,** -Menominee,31.1,73.2,436,208,47.7,197,**,**,**,**,**,11,5.3 -Midland,14.2,58.7,"1,679",359,21.4,354,**,**,0,**,**,**,** -Missaukee,17.4,56.2,351,105,29.9,105,0,0,0,0,0,0,0 -Monroe,21.9,59,"3,208",990,30.9,976,8,**,**,6,0.6,14,1.4 -Montcalm,25.0,57.7,"1,411",539,38.2,526,**,**,0,**,**,13,2.4 -Montmorency,13.5,58.6,127,48,37.8,48,0,0,0,0,0,0,0 -Muskegon,26.7,66.2,"4,150","1,551",37.4,"1,480",35,29,7,36,2.3,71,4.6 -Newaygo,17.9,53.6,"1,097",367,33.5,361,**,**,0,**,**,6,1.6 -Oakland,14.1,60.5,"27,162","8,597",31.7,"8,469",61,59,8,67,0.8,128,1.5 -Oceana,23.9,57.8,604,218,36.1,215,**,**,0,**,**,**,** -Ogemaw,15.5,61.6,373,148,39.7,148,0,0,0,0,0,0,0 -Ontonagon,39.2,73.2,59,35,59.3,34,0,**,0,**,**,**,** -Osceola,18.7,56.6,522,218,41.8,216,**,0,0,0,0,**,** -Oscoda,13.0,62.1,135,61,45.2,61,0,0,0,0,0,0,0 -Otsego,11.2,50.3,488,165,33.8,165,0,0,0,0,0,0,0 -Ottawa,14.8,45.3,"7,054","2,369",33.6,"2,321",40,8,0,8,0.3,48,2.0 -Presque Isle,22.0,66.3,184,83,45.1,82,**,0,0,0,0,**,** -Roscommon,9.8,58.7,362,162,44.8,161,**,0,0,0,0,**,** -Saginaw,26.3,73.1,"4,490","2,495",55.6,"2,423",59,**,**,13,0.5,72,2.9 -Saint Clair,25.6,59.4,"3,146","1,422",45.2,"1,359",54,**,**,9,0.6,63,4.4 -Saint Joseph,24.2,65.1,"1,568",603,38.5,576,**,**,0,**,**,27,4.5 -Sanilac,30.5,64.6,871,215,24.7,209,**,**,0,**,**,6,2.8 -Schoolcraft,26.8,63.3,139,73,52.5,72,**,0,0,0,0,**,** -Shiawassee,30.4,68.2,"1,421",797,56.1,752,39,6,0,6,0.8,45,5.6 -Tuscola,30.0,67.4,"1,107",583,52.7,578,**,**,0,**,**,**,** -Van Buren,22.7,58.1,"1,872",449,24.0,427,12,10,0,10,2.2,22,4.9 -Washtenaw,16.8,56.5,"7,337","2,000",27.3,"1,968",11,21,0,21,1.1,32,1.6 -Wayne,,,†,,,,,,,,,, -"(excluding Detroit)",,,,,,,,,,,,, -"",21.7,74.5,--,"9,868",--,"9,692",64,**,**,112,1.1,176,1.8 -Wexford,21.4,53.7,814,260,31.9,257,**,**,0,**,**,**,** -City of Detroit,57.9,93.2,--†,"9,075",--,"8,258",155,588,74,662,7.3,817,9.0 -MICHIGAN,23.4,64.8,"228,094","86,437",37.9,"83,441","1,558","1,277",161,"1,438",1.7,"2,996",3.5 From 713f6dd76fdc7456979690c88b32d07866e27d43 Mon Sep 17 00:00:00 2001 From: haileyz <37092305+haileyz@users.noreply.github.com> Date: Fri, 23 Mar 2018 14:04:39 -0400 Subject: [PATCH 28/30] added file --- BLL_under6_zip_2012.csv | 974 ++++++++++++++++++++++++++++++++++++++++ 1 file changed, 974 insertions(+) create mode 100644 BLL_under6_zip_2012.csv diff --git a/BLL_under6_zip_2012.csv b/BLL_under6_zip_2012.csv new file mode 100644 index 0000000..e8bc695 --- /dev/null +++ b/BLL_under6_zip_2012.csv @@ -0,0 +1,974 @@ +48001,25.7,660,167,25.3,9,0,0,0,9,0,5.4,0.0 +48002,25.8,219,17,7.8,0,0,0,0,0,0,0.0,0.0 +48003,24.1,388,42,10.8,0,0,0,0,0,0,0.0,0.0 +48005,32.5,294,31,10.5,0,0,0,0,0,0,0.0,0.0 +48006,28.1,295,37,12.5,1,0,0,0,1,0,2.7,0.0 +48009,39.8,"1,586",240,15.1,3,0,0,0,3,0,1.3,0.0 +48014,36.9,321,85,26.5,1,0,0,0,1,0,1.2,0.0 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b85034cb3c5771d26db365ea7e7f91bb8d86b225 Mon Sep 17 00:00:00 2001 From: haileyz <37092305+haileyz@users.noreply.github.com> Date: Wed, 9 May 2018 15:54:46 -0400 Subject: [PATCH 30/30] cleaned data --- 2012/BLL_under6_zip_2012.csv | 974 --------------------------------- 2012/BLL_under6_zip_2012.csv | 976 ++++++++++++++++++++++++++++++++++ 2 files changed, 976 insertions(+), 974 deletions(-) delete mode 100644 2012/BLL_under6_zip_2012.csv create mode 100644 2012/BLL_under6_zip_2012.csv diff --git a/2012/BLL_under6_zip_2012.csv b/2012/BLL_under6_zip_2012.csv deleted file mode 100644 index e8bc695..0000000 --- a/2012/BLL_under6_zip_2012.csv +++ /dev/null @@ -1,974 +0,0 @@ -48001,25.7,660,167,25.3,9,0,0,0,9,0,5.4,0.0 -48002,25.8,219,17,7.8,0,0,0,0,0,0,0.0,0.0 -48003,24.1,388,42,10.8,0,0,0,0,0,0,0.0,0.0 -48005,32.5,294,31,10.5,0,0,0,0,0,0,0.0,0.0 -48006,28.1,295,37,12.5,1,0,0,0,1,0,2.7,0.0 -48009,39.8,"1,586",240,15.1,3,0,0,0,3,0,1.3,0.0 -48014,36.9,321,85,26.5,1,0,0,0,1,0,1.2,0.0 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