diff --git a/Dockerfile b/Dockerfile index fca3ff3..ed7c1f3 100644 --- a/Dockerfile +++ b/Dockerfile @@ -11,7 +11,7 @@ RUN apt-get update \ libgeos-dev \ libudunits2-dev \ libproj-dev \ - libssl-dev \ + libv8-dev \ && apt-get clean COPY renv.lock . @@ -20,8 +20,8 @@ RUN R --quiet -e "renv::restore(repos = c(CRAN = 'https://packagemanager.rstudio COPY tract_to_neighborhood.rds . COPY ham_neighborhoods_dep_index_shp.rds . -COPY aggregate_data_report.r . +COPY weekly_data_report.R . WORKDIR /tmp -ENTRYPOINT ["/app/aggregate_data_report.r"] +ENTRYPOINT ["/app/weekly_data_report.R"] diff --git a/README.md b/README.md index 875d063..2d7e3a7 100644 --- a/README.md +++ b/README.md @@ -1,6 +1,6 @@ # jfs_aggregated_data_report -> DeGAUSS container that generates two CSV files of aggregated data for JFS from a geocoded CSV file +> DeGAUSS container that generates one CSV file of aggregated, weekly data for JFS from a geocoded CSV file [![Docker Build Status](https://img.shields.io/docker/automated/degauss/jfs_aggregated_data_report)](https://hub.docker.com/repository/docker/degauss/jfs_aggregated_data_report/tags) [![GitHub release (latest by date)](https://img.shields.io/github/v/release/degauss-org/jfs_aggregated_data_report)](https://github.com/degauss-org/jfs_aggregated_data_report/releases) @@ -10,10 +10,16 @@ If `my_address_file_geocoded.csv` is a file in the current working directory with coordinate columns named `lat` and `lon`, then ```sh -docker run --rm -v $PWD:/tmp degauss/jfs_aggregated_data_report:3.0 my_address_file_geocoded.csv +docker run --rm -v $PWD:/tmp degauss/jfs_aggregated_data_report:4.0 my_address_file_geocoded.csv ``` -will produce two CSV files: `acv_level_report.csv` and `intake_level_report.csv` +will produce once CSV file: `weekly_report.csv` + +## Dataset Notes + +- Screening status `SCREENED IN AR` included with `SCREENED IN` +- If there is no `ALLEGATION_ADDRESS` given, we will use the `CHILD_ADDRESS` +- Intakes that either have no listed address or were unsuccessfully geocoded will be included as a "neigbhorhood" called `Missing` ## geomarker data diff --git a/test/simulated_jfs_edge_data_geocoded.csv b/test/simulated_jfs_edge_data_geocoded.csv new file mode 100644 index 0000000..9e16e48 --- /dev/null +++ b/test/simulated_jfs_edge_data_geocoded.csv @@ -0,0 +1,5 @@ +INTAKE_ID,SCREENING_DECISION,DECISION_DATE,PERSON_ID,RACE,ADDRESS_START,address_type,address,PO,lat,lon,score,precision,precise_geocode,fips_tract_id,fraction_assisted_income,fraction_high_school_edu,median_income,fraction_no_health_ins,fraction_poverty,fraction_vacant_housing,dep_index +100395,SCREENED OUT,9/22/20,359568,White,4/5/15,ALLEGATION_ADDRESS,2523 RIDGELAND PL Cincinnati OH 45212,NA,39.148997,-84.531293,NA,NA,NA,39061005702,NA,NA,NA,NA,NA,NA,NA +101737,SCREENED IN AR,9/22/20,220861,White,3/19/19,ALLEGATION_ADDRESS,889 BRADFORD Cincinnati OH 45233,NA,39.148997,-84.531293,NA,NA,NA,39061010500,NA,NA,NA,NA,NA,NA,NA +103269,SCREENED IN,3/16/20,563789,White,8/7/16,CHILD_ADDRESS,2859 GILNA CT Cincinnati OH 45211,NA,39.233132,-84.381678,NA,NA,NA,39061010003,NA,NA,NA,NA,NA,NA,NA +103269,SCREENED IN,3/16/20,563789,White,8/7/16,ALLEGATION_ADDRESS,NA,NA,39.233132,-84.381678,NA,NA,NA,39061010003,NA,NA,NA,NA,NA,NA,NA \ No newline at end of file diff --git a/test/weekly_report.csv b/test/weekly_report.csv new file mode 100644 index 0000000..3907b11 --- /dev/null +++ b/test/weekly_report.csv @@ -0,0 +1,2302 @@ +"","Neighborhood","Year","Week","Number of Calls","Number of Calls Screened In","Screen-In Rate" +"1","Amberley",2020,1,NA,NA,0 +"2","Amberley",2020,3,NA,NA,0 +"3","Amberley",2020,7,NA,NA,1 +"4","Amberley",2020,9,NA,NA,1 +"5","Amberley",2020,10,NA,NA,0 +"6","Amberley",2020,13,NA,NA,0 +"7","Amberley",2020,19,NA,NA,1 +"8","Amberley",2020,20,NA,NA,0.5 +"9","Amberley",2020,23,NA,NA,0 +"10","Amberley",2020,27,NA,NA,0 +"11","Amberley",2020,28,NA,NA,0 +"12","Amberley",2020,30,NA,NA,0 +"13","Amberley",2020,32,NA,NA,0 +"14","Amberley",2020,33,NA,NA,1 +"15","Amberley",2020,35,NA,NA,1 +"16","Amberley",2020,36,NA,NA,1 +"17","Amberley",2020,37,NA,NA,1 +"18","Amberley",2020,38,NA,NA,1 +"19","Amberley",2020,44,NA,NA,0 +"20","Amberley",2020,46,NA,NA,0 +"21","Amberley",2020,47,NA,NA,1 +"22","Amberley",2020,48,NA,NA,1 +"23","Anderson Twp.-Newtown",2020,1,5,NA,0.4 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+"45","Anderson Twp.-Newtown",2020,23,9,5,0.56 +"46","Anderson Twp.-Newtown",2020,24,6,NA,0.5 +"47","Anderson Twp.-Newtown",2020,25,6,NA,0.5 +"48","Anderson Twp.-Newtown",2020,26,7,NA,0.57 +"49","Anderson Twp.-Newtown",2020,27,10,7,0.7 +"50","Anderson Twp.-Newtown",2020,28,NA,NA,0.75 +"51","Anderson Twp.-Newtown",2020,29,NA,NA,1 +"52","Anderson Twp.-Newtown",2020,30,12,7,0.58 +"53","Anderson Twp.-Newtown",2020,31,6,5,0.83 +"54","Anderson Twp.-Newtown",2020,32,10,6,0.6 +"55","Anderson Twp.-Newtown",2020,33,5,5,1 +"56","Anderson Twp.-Newtown",2020,34,6,5,0.83 +"57","Anderson Twp.-Newtown",2020,35,6,5,0.83 +"58","Anderson Twp.-Newtown",2020,36,NA,NA,0.5 +"59","Anderson Twp.-Newtown",2020,37,6,NA,0.67 +"60","Anderson Twp.-Newtown",2020,38,NA,NA,0 +"61","Anderson Twp.-Newtown",2020,39,7,NA,0.29 +"62","Anderson Twp.-Newtown",2020,40,5,NA,0.8 +"63","Anderson Twp.-Newtown",2020,41,6,NA,0.67 +"64","Anderson Twp.-Newtown",2020,42,9,6,0.67 +"65","Anderson Twp.-Newtown",2020,43,6,NA,0.33 +"66","Anderson Twp.-Newtown",2020,44,5,NA,0.6 +"67","Anderson Twp.-Newtown",2020,45,6,NA,0.33 +"68","Anderson Twp.-Newtown",2020,46,11,8,0.73 +"69","Anderson Twp.-Newtown",2020,47,6,5,0.83 +"70","Anderson Twp.-Newtown",2020,48,NA,NA,1 +"71","Anderson Twp.-Newtown",2020,49,6,5,0.83 +"72","Anderson Twp.-Newtown",2020,50,7,5,0.71 +"73","Anderson Twp.-Newtown",2020,51,7,6,0.86 +"74","Anderson Twp.-Newtown",2020,52,10,7,0.7 +"75","Anderson Twp.-Newtown",2020,53,NA,NA,0.5 +"76","Avondale",2020,2,NA,NA,0 +"77","Avondale",2020,3,NA,NA,0 +"78","Avondale",2020,4,NA,NA,0.67 +"79","Avondale",2020,5,NA,NA,0.67 +"80","Avondale",2020,6,NA,NA,0.5 +"81","Avondale",2020,7,NA,NA,1 +"82","Avondale",2020,8,NA,NA,1 +"83","Avondale",2020,11,NA,NA,1 +"84","Avondale",2020,12,NA,NA,0 +"85","Avondale",2020,13,NA,NA,1 +"86","Avondale",2020,14,NA,NA,0.33 +"87","Avondale",2020,15,NA,NA,0 +"88","Avondale",2020,18,NA,NA,0 +"89","Avondale",2020,20,NA,NA,1 +"90","Avondale",2020,21,NA,NA,1 +"91","Avondale",2020,22,NA,NA,1 +"92","Avondale",2020,24,NA,NA,1 +"93","Avondale",2020,27,NA,NA,0.5 +"94","Avondale",2020,31,NA,NA,1 +"95","Avondale",2020,34,NA,NA,1 +"96","Avondale",2020,35,NA,NA,1 +"97","Avondale",2020,36,NA,NA,0.33 +"98","Avondale",2020,37,NA,NA,1 +"99","Avondale",2020,38,NA,NA,0 +"100","Avondale",2020,40,NA,NA,0 +"101","Avondale",2020,42,NA,NA,0.67 +"102","Avondale",2020,43,NA,NA,0 +"103","Avondale",2020,45,NA,NA,0 +"104","Avondale",2020,47,NA,NA,0 +"105","Avondale",2020,48,NA,NA,1 +"106","Avondale",2020,50,NA,NA,0.5 +"107","Blue Ash",2020,1,NA,NA,1 +"108","Blue Ash",2020,2,NA,NA,1 +"109","Blue Ash",2020,3,NA,NA,1 +"110","Blue Ash",2020,4,NA,NA,1 +"111","Blue Ash",2020,5,NA,NA,1 +"112","Blue Ash",2020,6,NA,NA,1 +"113","Blue Ash",2020,7,NA,NA,1 +"114","Blue Ash",2020,8,NA,NA,1 +"115","Blue Ash",2020,9,NA,NA,0.5 +"116","Blue Ash",2020,10,NA,NA,1 +"117","Blue Ash",2020,11,NA,NA,1 +"118","Blue Ash",2020,12,NA,NA,1 +"119","Blue Ash",2020,14,NA,NA,1 +"120","Blue Ash",2020,15,NA,NA,0.5 +"121","Blue Ash",2020,17,5,NA,0.4 +"122","Blue Ash",2020,19,NA,NA,0 +"123","Blue Ash",2020,20,NA,NA,0.5 +"124","Blue Ash",2020,21,NA,NA,1 +"125","Blue Ash",2020,22,NA,NA,1 +"126","Blue Ash",2020,23,NA,NA,0.5 +"127","Blue Ash",2020,24,NA,NA,1 +"128","Blue Ash",2020,25,NA,NA,1 +"129","Blue Ash",2020,26,NA,NA,0.5 +"130","Blue Ash",2020,27,NA,NA,0 +"131","Blue Ash",2020,28,NA,NA,0 +"132","Blue Ash",2020,29,NA,NA,0 +"133","Blue Ash",2020,30,NA,NA,1 +"134","Blue Ash",2020,32,NA,NA,0 +"135","Blue Ash",2020,36,NA,NA,0.5 +"136","Blue Ash",2020,37,NA,NA,0.67 +"137","Blue Ash",2020,38,NA,NA,0.5 +"138","Blue Ash",2020,39,NA,NA,0 +"139","Blue Ash",2020,40,NA,NA,0.5 +"140","Blue Ash",2020,41,NA,NA,1 +"141","Blue Ash",2020,43,NA,NA,0 +"142","Blue Ash",2020,44,NA,NA,0.5 +"143","Blue Ash",2020,45,NA,NA,0 +"144","Blue Ash",2020,46,NA,NA,0.5 +"145","Blue Ash",2020,47,NA,NA,0 +"146","Blue Ash",2020,48,NA,NA,1 +"147","Blue Ash",2020,49,NA,NA,0.5 +"148","Blue Ash",2020,50,NA,NA,0.25 +"149","Blue Ash",2020,51,NA,NA,0.75 +"150","Blue Ash",2020,52,NA,NA,1 +"151","Bond Hill",2020,1,NA,NA,1 +"152","Bond Hill",2020,3,NA,NA,1 +"153","Bond Hill",2020,4,NA,NA,1 +"154","Bond Hill",2020,8,NA,NA,1 +"155","Bond Hill",2020,12,NA,NA,0 +"156","Bond Hill",2020,14,NA,NA,0 +"157","Bond Hill",2020,15,NA,NA,0.5 +"158","Bond Hill",2020,18,5,NA,0.4 +"159","Bond Hill",2020,19,NA,NA,0.5 +"160","Bond Hill",2020,24,NA,NA,1 +"161","Bond Hill",2020,25,NA,NA,1 +"162","Bond Hill",2020,26,NA,NA,0 +"163","Bond Hill",2020,27,NA,NA,1 +"164","Bond Hill",2020,29,NA,NA,1 +"165","Bond Hill",2020,30,NA,NA,0 +"166","Bond Hill",2020,31,NA,NA,0 +"167","Bond Hill",2020,32,NA,NA,1 +"168","Bond Hill",2020,34,NA,NA,0.5 +"169","Bond Hill",2020,35,NA,NA,0.5 +"170","Bond Hill",2020,36,NA,NA,1 +"171","Bond Hill",2020,38,NA,NA,0.5 +"172","Bond Hill",2020,41,NA,NA,1 +"173","Bond Hill",2020,43,NA,NA,1 +"174","Bond Hill",2020,46,NA,NA,0 +"175","Bond Hill",2020,47,NA,NA,1 +"176","Bond Hill",2020,49,NA,NA,1 +"177","Bond Hill",2020,52,NA,NA,1 +"178","Bond Hill",2020,53,NA,NA,1 +"179","Camp Washington",2020,8,NA,NA,1 +"180","Camp Washington",2020,14,NA,NA,0 +"181","Camp Washington",2020,25,NA,NA,1 +"182","Camp Washington",2020,26,NA,NA,1 +"183","Camp Washington",2020,27,NA,NA,0 +"184","Camp Washington",2020,28,NA,NA,1 +"185","Carthage",2020,1,NA,NA,1 +"186","Carthage",2020,7,NA,NA,0 +"187","Carthage",2020,8,NA,NA,1 +"188","Carthage",2020,10,NA,NA,1 +"189","Carthage",2020,11,NA,NA,1 +"190","Carthage",2020,12,NA,NA,1 +"191","Carthage",2020,13,NA,NA,0 +"192","Carthage",2020,27,NA,NA,0 +"193","Carthage",2020,34,NA,NA,1 +"194","Carthage",2020,38,NA,NA,0 +"195","Carthage",2020,40,NA,NA,1 +"196","Carthage",2020,44,NA,NA,1 +"197","Carthage",2020,46,NA,NA,1 +"198","Carthage",2020,50,NA,NA,1 +"199","Carthage",2020,51,NA,NA,1 +"200","Cheviot",2020,1,NA,NA,0 +"201","Cheviot",2020,4,NA,NA,0 +"202","Cheviot",2020,6,NA,NA,1 +"203","Cheviot",2020,8,NA,NA,0.67 +"204","Cheviot",2020,9,NA,NA,1 +"205","Cheviot",2020,10,NA,NA,0 +"206","Cheviot",2020,11,NA,NA,1 +"207","Cheviot",2020,12,NA,NA,1 +"208","Cheviot",2020,14,NA,NA,1 +"209","Cheviot",2020,17,NA,NA,0 +"210","Cheviot",2020,18,NA,NA,0.25 +"211","Cheviot",2020,19,NA,NA,0.5 +"212","Cheviot",2020,20,NA,NA,1 +"213","Cheviot",2020,21,NA,NA,1 +"214","Cheviot",2020,24,NA,NA,1 +"215","Cheviot",2020,25,NA,NA,1 +"216","Cheviot",2020,27,NA,NA,0.5 +"217","Cheviot",2020,29,NA,NA,0.67 +"218","Cheviot",2020,31,NA,NA,1 +"219","Cheviot",2020,32,NA,NA,0 +"220","Cheviot",2020,34,NA,NA,1 +"221","Cheviot",2020,36,NA,NA,1 +"222","Cheviot",2020,37,NA,NA,1 +"223","Cheviot",2020,40,NA,NA,1 +"224","Cheviot",2020,43,NA,NA,1 +"225","Cheviot",2020,44,NA,NA,1 +"226","Cheviot",2020,45,NA,NA,0 +"227","Cheviot",2020,46,NA,NA,1 +"228","Cheviot",2020,47,NA,NA,1 +"229","Cheviot",2020,49,NA,NA,0 +"230","Cheviot",2020,50,NA,NA,1 +"231","Cheviot",2020,51,NA,NA,0.33 +"232","Cheviot",2020,52,NA,NA,0 +"233","Clifton",2020,1,NA,NA,0.5 +"234","Clifton",2020,5,NA,NA,0 +"235","Clifton",2020,7,NA,NA,0 +"236","Clifton",2020,9,NA,NA,1 +"237","Clifton",2020,12,NA,NA,1 +"238","Clifton",2020,14,NA,NA,0.5 +"239","Clifton",2020,17,NA,NA,0.5 +"240","Clifton",2020,18,NA,NA,1 +"241","Clifton",2020,19,NA,NA,1 +"242","Clifton",2020,21,NA,NA,1 +"243","Clifton",2020,23,NA,NA,0 +"244","Clifton",2020,25,NA,NA,1 +"245","Clifton",2020,28,NA,NA,0.5 +"246","Clifton",2020,29,NA,NA,1 +"247","Clifton",2020,30,NA,NA,0 +"248","Clifton",2020,31,NA,NA,1 +"249","Clifton",2020,32,NA,NA,0 +"250","Clifton",2020,34,NA,NA,1 +"251","Clifton",2020,35,NA,NA,1 +"252","Clifton",2020,36,NA,NA,0.5 +"253","Clifton",2020,38,NA,NA,1 +"254","Clifton",2020,40,NA,NA,0.5 +"255","Clifton",2020,42,NA,NA,1 +"256","Clifton",2020,44,NA,NA,1 +"257","Clifton",2020,45,NA,NA,1 +"258","Clifton",2020,46,NA,NA,0.5 +"259","Clifton",2020,47,NA,NA,0.5 +"260","Clifton",2020,48,NA,NA,1 +"261","Clifton",2020,50,NA,NA,1 +"262","Clifton",2020,53,NA,NA,0 +"263","Colerain Twp.",2020,1,NA,NA,0.75 +"264","Colerain Twp.",2020,2,10,6,0.6 +"265","Colerain Twp.",2020,3,NA,NA,0.5 +"266","Colerain Twp.",2020,4,7,NA,0.57 +"267","Colerain Twp.",2020,5,9,6,0.67 +"268","Colerain Twp.",2020,6,10,NA,0.4 +"269","Colerain Twp.",2020,7,NA,NA,0.67 +"270","Colerain Twp.",2020,8,8,NA,0.38 +"271","Colerain Twp.",2020,9,10,6,0.6 +"272","Colerain Twp.",2020,10,8,6,0.75 +"273","Colerain Twp.",2020,11,NA,NA,0.5 +"274","Colerain Twp.",2020,12,NA,NA,0.75 +"275","Colerain Twp.",2020,13,NA,NA,0.5 +"276","Colerain Twp.",2020,14,NA,NA,0.33 +"277","Colerain Twp.",2020,15,8,5,0.62 +"278","Colerain Twp.",2020,16,9,NA,0.33 +"279","Colerain Twp.",2020,17,NA,NA,0.75 +"280","Colerain Twp.",2020,18,9,7,0.78 +"281","Colerain Twp.",2020,19,8,NA,0.5 +"282","Colerain Twp.",2020,20,8,5,0.62 +"283","Colerain Twp.",2020,21,7,NA,0.43 +"284","Colerain Twp.",2020,22,6,NA,0.5 +"285","Colerain Twp.",2020,23,5,NA,0.4 +"286","Colerain Twp.",2020,24,13,8,0.62 +"287","Colerain Twp.",2020,25,7,6,0.86 +"288","Colerain Twp.",2020,26,8,NA,0.5 +"289","Colerain Twp.",2020,27,6,NA,0.17 +"290","Colerain Twp.",2020,28,7,NA,0.57 +"291","Colerain Twp.",2020,29,NA,NA,1 +"292","Colerain Twp.",2020,30,NA,NA,0.25 +"293","Colerain Twp.",2020,31,5,5,1 +"294","Colerain Twp.",2020,32,8,6,0.75 +"295","Colerain Twp.",2020,33,7,7,1 +"296","Colerain Twp.",2020,34,NA,NA,0.5 +"297","Colerain Twp.",2020,35,5,NA,0.6 +"298","Colerain Twp.",2020,36,11,5,0.45 +"299","Colerain Twp.",2020,37,8,NA,0.25 +"300","Colerain Twp.",2020,38,12,10,0.83 +"301","Colerain Twp.",2020,39,9,5,0.56 +"302","Colerain Twp.",2020,40,10,5,0.5 +"303","Colerain Twp.",2020,41,8,5,0.62 +"304","Colerain Twp.",2020,42,6,5,0.83 +"305","Colerain Twp.",2020,43,7,NA,0.57 +"306","Colerain Twp.",2020,44,7,5,0.71 +"307","Colerain Twp.",2020,45,5,NA,0.8 +"308","Colerain Twp.",2020,46,11,8,0.73 +"309","Colerain Twp.",2020,47,11,7,0.64 +"310","Colerain Twp.",2020,48,10,7,0.7 +"311","Colerain Twp.",2020,49,7,NA,0.57 +"312","Colerain Twp.",2020,50,9,7,0.78 +"313","Colerain Twp.",2020,51,NA,NA,0 +"314","Colerain Twp.",2020,52,6,NA,0.67 +"315","Colerain Twp.",2020,53,NA,NA,0.67 +"316","College Hill",2020,1,NA,NA,0 +"317","College Hill",2020,2,NA,NA,0.5 +"318","College Hill",2020,4,NA,NA,1 +"319","College Hill",2020,5,NA,NA,0 +"320","College Hill",2020,6,NA,NA,0.33 +"321","College Hill",2020,7,NA,NA,0.5 +"322","College Hill",2020,8,NA,NA,0 +"323","College Hill",2020,9,NA,NA,0.67 +"324","College Hill",2020,10,NA,NA,0.5 +"325","College Hill",2020,11,NA,NA,0.5 +"326","College Hill",2020,12,NA,NA,1 +"327","College Hill",2020,14,5,NA,0.8 +"328","College Hill",2020,15,NA,NA,0.5 +"329","College Hill",2020,16,NA,NA,0.67 +"330","College Hill",2020,17,NA,NA,0.5 +"331","College Hill",2020,19,NA,NA,0 +"332","College Hill",2020,20,NA,NA,1 +"333","College Hill",2020,21,NA,NA,1 +"334","College Hill",2020,22,NA,NA,0 +"335","College Hill",2020,23,NA,NA,0.33 +"336","College Hill",2020,24,NA,NA,0.67 +"337","College Hill",2020,25,NA,NA,1 +"338","College Hill",2020,26,NA,NA,1 +"339","College Hill",2020,27,NA,NA,1 +"340","College Hill",2020,28,NA,NA,0.67 +"341","College Hill",2020,29,NA,NA,0.5 +"342","College Hill",2020,30,NA,NA,0.5 +"343","College Hill",2020,32,NA,NA,1 +"344","College Hill",2020,33,NA,NA,1 +"345","College Hill",2020,34,NA,NA,1 +"346","College Hill",2020,36,NA,NA,1 +"347","College Hill",2020,38,NA,NA,0.75 +"348","College Hill",2020,39,NA,NA,1 +"349","College Hill",2020,40,NA,NA,1 +"350","College Hill",2020,42,7,6,0.86 +"351","College Hill",2020,43,NA,NA,1 +"352","College Hill",2020,44,NA,NA,0.5 +"353","College Hill",2020,45,NA,NA,0.5 +"354","College Hill",2020,46,NA,NA,0.67 +"355","College Hill",2020,47,NA,NA,0.5 +"356","College Hill",2020,48,NA,NA,1 +"357","College Hill",2020,49,NA,NA,0.5 +"358","College Hill",2020,50,NA,NA,1 +"359","College Hill",2020,51,NA,NA,0.67 +"360","College Hill",2020,52,NA,NA,0.5 +"361","Corryville",2020,6,NA,NA,1 +"362","Corryville",2020,7,NA,NA,1 +"363","Corryville",2020,10,NA,NA,0 +"364","Corryville",2020,14,NA,NA,1 +"365","Corryville",2020,20,NA,NA,1 +"366","Corryville",2020,24,NA,NA,1 +"367","Corryville",2020,27,NA,NA,1 +"368","Corryville",2020,34,NA,NA,1 +"369","Corryville",2020,35,NA,NA,1 +"370","Corryville",2020,45,NA,NA,0 +"371","Corryville",2020,48,NA,NA,1 +"372","Crosby Twp.",2020,1,NA,NA,1 +"373","Crosby Twp.",2020,8,NA,NA,0 +"374","Crosby Twp.",2020,10,NA,NA,0.5 +"375","Crosby Twp.",2020,14,NA,NA,1 +"376","Crosby Twp.",2020,17,NA,NA,0 +"377","Crosby Twp.",2020,26,NA,NA,1 +"378","Crosby Twp.",2020,29,NA,NA,1 +"379","Crosby Twp.",2020,34,NA,NA,1 +"380","Crosby Twp.",2020,40,NA,NA,0 +"381","Crosby Twp.",2020,46,NA,NA,0 +"382","Crosby Twp.",2020,47,NA,NA,1 +"383","Crosby Twp.",2020,49,NA,NA,0 +"384","CUF",2020,3,NA,NA,0.25 +"385","CUF",2020,4,NA,NA,0 +"386","CUF",2020,5,NA,NA,1 +"387","CUF",2020,6,NA,NA,0 +"388","CUF",2020,7,NA,NA,1 +"389","CUF",2020,8,NA,NA,1 +"390","CUF",2020,11,NA,NA,0 +"391","CUF",2020,12,NA,NA,0 +"392","CUF",2020,13,NA,NA,0.5 +"393","CUF",2020,17,NA,NA,0 +"394","CUF",2020,18,NA,NA,1 +"395","CUF",2020,19,NA,NA,1 +"396","CUF",2020,20,NA,NA,0 +"397","CUF",2020,21,NA,NA,0 +"398","CUF",2020,22,NA,NA,1 +"399","CUF",2020,24,NA,NA,1 +"400","CUF",2020,25,NA,NA,0.5 +"401","CUF",2020,26,NA,NA,1 +"402","CUF",2020,27,NA,NA,0 +"403","CUF",2020,29,NA,NA,0 +"404","CUF",2020,30,NA,NA,1 +"405","CUF",2020,31,NA,NA,0.33 +"406","CUF",2020,34,NA,NA,0.75 +"407","CUF",2020,35,NA,NA,1 +"408","CUF",2020,36,NA,NA,1 +"409","CUF",2020,38,NA,NA,1 +"410","CUF",2020,39,NA,NA,1 +"411","CUF",2020,42,NA,NA,0 +"412","CUF",2020,43,NA,NA,1 +"413","CUF",2020,45,NA,NA,0.5 +"414","CUF",2020,47,NA,NA,0 +"415","CUF",2020,49,NA,NA,0 +"416","CUF",2020,52,NA,NA,0 +"417","Deer Park",2020,1,NA,NA,1 +"418","Deer Park",2020,2,NA,NA,0.5 +"419","Deer Park",2020,6,NA,NA,1 +"420","Deer Park",2020,7,NA,NA,1 +"421","Deer Park",2020,8,NA,NA,0 +"422","Deer Park",2020,9,NA,NA,0 +"423","Deer Park",2020,10,NA,NA,1 +"424","Deer Park",2020,12,NA,NA,0.33 +"425","Deer Park",2020,20,NA,NA,1 +"426","Deer Park",2020,23,NA,NA,0 +"427","Deer Park",2020,25,NA,NA,0.5 +"428","Deer Park",2020,27,NA,NA,1 +"429","Deer Park",2020,30,NA,NA,0 +"430","Deer Park",2020,31,NA,NA,0 +"431","Deer Park",2020,32,NA,NA,1 +"432","Deer Park",2020,33,NA,NA,1 +"433","Deer Park",2020,36,NA,NA,0 +"434","Deer Park",2020,38,NA,NA,0.67 +"435","Deer Park",2020,41,NA,NA,1 +"436","Deer Park",2020,44,NA,NA,0.33 +"437","Deer Park",2020,45,NA,NA,0 +"438","Deer Park",2020,46,NA,NA,1 +"439","Deer Park",2020,49,NA,NA,0.5 +"440","Deer Park",2020,50,NA,NA,0 +"441","Deer Park",2020,52,NA,NA,0 +"442","Delhi Twp.",2020,1,NA,NA,0.5 +"443","Delhi Twp.",2020,2,6,NA,0.67 +"444","Delhi Twp.",2020,3,NA,NA,0 +"445","Delhi Twp.",2020,4,NA,NA,0.67 +"446","Delhi Twp.",2020,5,NA,NA,0.33 +"447","Delhi Twp.",2020,6,7,5,0.71 +"448","Delhi Twp.",2020,7,NA,NA,0.5 +"449","Delhi Twp.",2020,8,NA,NA,1 +"450","Delhi Twp.",2020,9,NA,NA,0 +"451","Delhi Twp.",2020,10,NA,NA,0.75 +"452","Delhi Twp.",2020,11,5,NA,0.6 +"453","Delhi Twp.",2020,12,NA,NA,0.75 +"454","Delhi Twp.",2020,13,NA,NA,0 +"455","Delhi Twp.",2020,14,NA,NA,0.33 +"456","Delhi Twp.",2020,15,NA,NA,0.5 +"457","Delhi Twp.",2020,16,5,NA,0.4 +"458","Delhi Twp.",2020,17,NA,NA,0.5 +"459","Delhi Twp.",2020,18,6,NA,0.67 +"460","Delhi Twp.",2020,19,NA,NA,1 +"461","Delhi Twp.",2020,20,NA,NA,0.33 +"462","Delhi Twp.",2020,21,6,NA,0.5 +"463","Delhi Twp.",2020,22,NA,NA,0.33 +"464","Delhi Twp.",2020,23,NA,NA,0 +"465","Delhi Twp.",2020,24,NA,NA,0.25 +"466","Delhi Twp.",2020,25,5,NA,0.6 +"467","Delhi Twp.",2020,27,NA,NA,0 +"468","Delhi Twp.",2020,28,NA,NA,0.25 +"469","Delhi Twp.",2020,29,NA,NA,1 +"470","Delhi Twp.",2020,30,NA,NA,0.75 +"471","Delhi Twp.",2020,31,NA,NA,1 +"472","Delhi Twp.",2020,32,NA,NA,0 +"473","Delhi Twp.",2020,33,NA,NA,0.33 +"474","Delhi Twp.",2020,34,NA,NA,0.33 +"475","Delhi Twp.",2020,35,NA,NA,0.75 +"476","Delhi Twp.",2020,36,NA,NA,0.33 +"477","Delhi Twp.",2020,37,NA,NA,0.25 +"478","Delhi Twp.",2020,38,NA,NA,0.5 +"479","Delhi Twp.",2020,39,7,NA,0.57 +"480","Delhi Twp.",2020,40,NA,NA,0 +"481","Delhi Twp.",2020,41,5,NA,0.6 +"482","Delhi Twp.",2020,42,NA,NA,0.33 +"483","Delhi Twp.",2020,43,NA,NA,1 +"484","Delhi Twp.",2020,44,5,NA,0.2 +"485","Delhi Twp.",2020,45,6,5,0.83 +"486","Delhi Twp.",2020,46,NA,NA,0 +"487","Delhi Twp.",2020,47,NA,NA,0.5 +"488","Delhi Twp.",2020,48,NA,NA,0.33 +"489","Delhi Twp.",2020,49,NA,NA,0.5 +"490","Delhi Twp.",2020,50,NA,NA,0.67 +"491","Delhi Twp.",2020,51,NA,NA,0.5 +"492","Delhi Twp.",2020,52,NA,NA,0.67 +"493","Downtown",2020,17,NA,NA,1 +"494","E. Price Hill",2020,1,NA,NA,1 +"495","E. Price Hill",2020,4,NA,NA,1 +"496","E. Price Hill",2020,5,NA,NA,1 +"497","E. Price Hill",2020,6,NA,NA,1 +"498","E. Price Hill",2020,8,NA,NA,0 +"499","E. Price Hill",2020,9,NA,NA,0.67 +"500","E. Price Hill",2020,10,NA,NA,1 +"501","E. Price Hill",2020,11,NA,NA,1 +"502","E. Price Hill",2020,12,5,NA,0.4 +"503","E. Price Hill",2020,13,NA,NA,1 +"504","E. Price Hill",2020,14,NA,NA,0 +"505","E. Price Hill",2020,15,NA,NA,0.5 +"506","E. Price Hill",2020,16,NA,NA,1 +"507","E. Price Hill",2020,20,NA,NA,0.5 +"508","E. Price Hill",2020,21,NA,NA,0.33 +"509","E. Price Hill",2020,22,NA,NA,0.5 +"510","E. Price Hill",2020,26,NA,NA,1 +"511","E. Price Hill",2020,27,NA,NA,0 +"512","E. Price Hill",2020,28,NA,NA,0.5 +"513","E. Price Hill",2020,29,NA,NA,0.5 +"514","E. Price Hill",2020,30,NA,NA,0.67 +"515","E. Price Hill",2020,31,NA,NA,0 +"516","E. Price Hill",2020,32,NA,NA,1 +"517","E. Price Hill",2020,33,NA,NA,1 +"518","E. Price Hill",2020,34,NA,NA,1 +"519","E. Price Hill",2020,36,NA,NA,1 +"520","E. Price Hill",2020,38,NA,NA,0.33 +"521","E. Price Hill",2020,39,NA,NA,1 +"522","E. Price Hill",2020,40,NA,NA,0 +"523","E. Price Hill",2020,41,NA,NA,0.33 +"524","E. Price Hill",2020,42,NA,NA,1 +"525","E. Price Hill",2020,43,NA,NA,0.67 +"526","E. Price Hill",2020,45,NA,NA,0 +"527","E. Price Hill",2020,46,NA,NA,0 +"528","E. Price Hill",2020,47,NA,NA,1 +"529","E. Price Hill",2020,48,NA,NA,0 +"530","E. Price Hill",2020,49,NA,NA,0.25 +"531","E. Price Hill",2020,51,NA,NA,1 +"532","E. Price Hill",2020,52,NA,NA,0.5 +"533","E. Price Hill",2020,53,NA,NA,0 +"534","E. Walnut Hills",2020,23,NA,NA,0 +"535","E. Walnut Hills",2020,31,NA,NA,1 +"536","E. Walnut Hills",2020,37,NA,NA,1 +"537","E. Walnut Hills",2020,45,NA,NA,0 +"538","E. Walnut Hills",2020,46,NA,NA,1 +"539","E. Walnut Hills",2020,47,NA,NA,0 +"540","East End-Linwood",2020,1,NA,NA,0 +"541","East End-Linwood",2020,2,NA,NA,1 +"542","East End-Linwood",2020,5,NA,NA,1 +"543","East End-Linwood",2020,9,NA,NA,0 +"544","East End-Linwood",2020,12,NA,NA,1 +"545","East End-Linwood",2020,13,NA,NA,1 +"546","East End-Linwood",2020,21,NA,NA,0.33 +"547","East End-Linwood",2020,22,NA,NA,0 +"548","East End-Linwood",2020,23,NA,NA,0 +"549","East End-Linwood",2020,26,NA,NA,1 +"550","East End-Linwood",2020,31,NA,NA,1 +"551","East End-Linwood",2020,34,NA,NA,1 +"552","East End-Linwood",2020,45,NA,NA,1 +"553","Elmwood",2020,5,NA,NA,1 +"554","Elmwood",2020,8,NA,NA,0 +"555","Elmwood",2020,9,NA,NA,0 +"556","Elmwood",2020,13,NA,NA,1 +"557","Elmwood",2020,18,NA,NA,1 +"558","Elmwood",2020,24,NA,NA,0 +"559","Elmwood",2020,26,NA,NA,1 +"560","Elmwood",2020,28,NA,NA,1 +"561","Elmwood",2020,33,NA,NA,1 +"562","Elmwood",2020,37,NA,NA,0 +"563","Elmwood",2020,39,NA,NA,0 +"564","Elmwood",2020,41,NA,NA,0 +"565","Elmwood",2020,42,NA,NA,1 +"566","Elmwood",2020,43,NA,NA,0 +"567","Elmwood",2020,44,NA,NA,0 +"568","Evanston",2020,1,NA,NA,1 +"569","Evanston",2020,2,NA,NA,1 +"570","Evanston",2020,3,NA,NA,1 +"571","Evanston",2020,4,NA,NA,0.5 +"572","Evanston",2020,5,NA,NA,0.5 +"573","Evanston",2020,7,NA,NA,0.5 +"574","Evanston",2020,8,NA,NA,1 +"575","Evanston",2020,9,NA,NA,0 +"576","Evanston",2020,11,NA,NA,1 +"577","Evanston",2020,12,NA,NA,0.5 +"578","Evanston",2020,13,5,NA,0.8 +"579","Evanston",2020,14,NA,NA,0 +"580","Evanston",2020,15,NA,NA,1 +"581","Evanston",2020,16,NA,NA,0.5 +"582","Evanston",2020,18,NA,NA,1 +"583","Evanston",2020,19,NA,NA,0 +"584","Evanston",2020,21,NA,NA,0.33 +"585","Evanston",2020,22,NA,NA,1 +"586","Evanston",2020,23,NA,NA,0 +"587","Evanston",2020,26,NA,NA,1 +"588","Evanston",2020,28,NA,NA,1 +"589","Evanston",2020,29,NA,NA,1 +"590","Evanston",2020,30,NA,NA,1 +"591","Evanston",2020,31,NA,NA,1 +"592","Evanston",2020,32,NA,NA,0 +"593","Evanston",2020,33,NA,NA,0.5 +"594","Evanston",2020,37,NA,NA,0 +"595","Evanston",2020,38,NA,NA,0 +"596","Evanston",2020,39,NA,NA,1 +"597","Evanston",2020,40,NA,NA,0.67 +"598","Evanston",2020,41,NA,NA,1 +"599","Evanston",2020,42,NA,NA,1 +"600","Evanston",2020,43,NA,NA,1 +"601","Evanston",2020,45,NA,NA,0.67 +"602","Evanston",2020,48,NA,NA,1 +"603","Evanston",2020,49,NA,NA,0.67 +"604","Evanston",2020,50,NA,NA,0.5 +"605","Evanston",2020,51,NA,NA,1 +"606","Evanston",2020,52,NA,NA,0 +"607","Evendale",2020,3,NA,NA,1 +"608","Evendale",2020,5,NA,NA,1 +"609","Evendale",2020,12,NA,NA,1 +"610","Evendale",2020,17,NA,NA,0.5 +"611","Evendale",2020,18,NA,NA,0.5 +"612","Evendale",2020,21,NA,NA,0.5 +"613","Evendale",2020,22,NA,NA,0.67 +"614","Evendale",2020,23,NA,NA,1 +"615","Evendale",2020,26,NA,NA,0.5 +"616","Evendale",2020,28,NA,NA,1 +"617","Evendale",2020,33,NA,NA,1 +"618","Evendale",2020,36,NA,NA,0 +"619","Evendale",2020,39,NA,NA,1 +"620","Evendale",2020,43,NA,NA,1 +"621","Evendale",2020,45,NA,NA,0.5 +"622","Evendale",2020,48,NA,NA,0 +"623","Evendale",2020,52,NA,NA,1 +"624","Fairfax",2020,4,NA,NA,1 +"625","Fairfax",2020,10,NA,NA,1 +"626","Fairfax",2020,15,NA,NA,1 +"627","Fairfax",2020,17,NA,NA,1 +"628","Fairfax",2020,31,NA,NA,0.5 +"629","Fairfax",2020,34,NA,NA,1 +"630","Fairfax",2020,40,NA,NA,1 +"631","Fairfax",2020,49,NA,NA,1 +"632","Forest Park",2020,1,NA,NA,1 +"633","Forest Park",2020,2,NA,NA,0.5 +"634","Forest Park",2020,3,NA,NA,0 +"635","Forest Park",2020,4,NA,NA,0 +"636","Forest Park",2020,5,NA,NA,1 +"637","Forest Park",2020,6,5,NA,0.2 +"638","Forest Park",2020,7,NA,NA,0.33 +"639","Forest Park",2020,8,NA,NA,0 +"640","Forest Park",2020,9,NA,NA,0.5 +"641","Forest Park",2020,11,NA,NA,1 +"642","Forest Park",2020,12,NA,NA,0.25 +"643","Forest Park",2020,13,NA,NA,1 +"644","Forest Park",2020,15,NA,NA,0 +"645","Forest Park",2020,16,NA,NA,0 +"646","Forest Park",2020,17,NA,NA,0 +"647","Forest Park",2020,18,NA,NA,1 +"648","Forest Park",2020,20,NA,NA,0.67 +"649","Forest Park",2020,22,NA,NA,0.25 +"650","Forest Park",2020,23,5,NA,0.8 +"651","Forest Park",2020,24,NA,NA,1 +"652","Forest Park",2020,25,NA,NA,0.33 +"653","Forest Park",2020,26,NA,NA,0.33 +"654","Forest Park",2020,27,NA,NA,1 +"655","Forest Park",2020,28,NA,NA,0.5 +"656","Forest Park",2020,29,NA,NA,0.67 +"657","Forest Park",2020,30,NA,NA,0.33 +"658","Forest Park",2020,31,NA,NA,1 +"659","Forest Park",2020,32,NA,NA,0 +"660","Forest Park",2020,33,NA,NA,1 +"661","Forest Park",2020,34,NA,NA,1 +"662","Forest Park",2020,35,NA,NA,1 +"663","Forest Park",2020,36,NA,NA,1 +"664","Forest Park",2020,37,5,NA,0.8 +"665","Forest Park",2020,38,NA,NA,0 +"666","Forest Park",2020,39,6,5,0.83 +"667","Forest Park",2020,40,NA,NA,1 +"668","Forest Park",2020,42,5,NA,0.6 +"669","Forest Park",2020,43,NA,NA,0 +"670","Forest Park",2020,44,NA,NA,0.67 +"671","Forest Park",2020,45,NA,NA,1 +"672","Forest Park",2020,46,NA,NA,1 +"673","Forest Park",2020,47,5,NA,0.4 +"674","Forest Park",2020,48,NA,NA,0 +"675","Forest Park",2020,49,NA,NA,0.67 +"676","Forest Park",2020,50,5,5,1 +"677","Forest Park",2020,51,NA,NA,0.5 +"678","Forest Park",2020,52,NA,NA,0 +"679","Glendale",2020,6,NA,NA,1 +"680","Glendale",2020,9,NA,NA,0 +"681","Glendale",2020,11,NA,NA,1 +"682","Glendale",2020,14,NA,NA,0 +"683","Glendale",2020,18,NA,NA,1 +"684","Glendale",2020,22,NA,NA,1 +"685","Glendale",2020,25,NA,NA,1 +"686","Glendale",2020,26,NA,NA,1 +"687","Glendale",2020,27,NA,NA,1 +"688","Glendale",2020,39,NA,NA,0 +"689","Glendale",2020,40,NA,NA,0 +"690","Glendale",2020,48,NA,NA,1 +"691","Glendale",2020,52,NA,NA,1 +"692","Golf Manor",2020,5,NA,NA,1 +"693","Golf Manor",2020,7,NA,NA,0 +"694","Golf Manor",2020,13,NA,NA,1 +"695","Golf Manor",2020,14,NA,NA,1 +"696","Golf Manor",2020,17,NA,NA,1 +"697","Golf Manor",2020,20,NA,NA,1 +"698","Golf Manor",2020,21,NA,NA,1 +"699","Golf Manor",2020,22,NA,NA,0 +"700","Golf Manor",2020,26,NA,NA,0 +"701","Golf Manor",2020,28,NA,NA,1 +"702","Golf Manor",2020,32,NA,NA,1 +"703","Golf Manor",2020,33,NA,NA,1 +"704","Golf Manor",2020,34,NA,NA,0 +"705","Golf Manor",2020,35,NA,NA,1 +"706","Golf Manor",2020,38,NA,NA,1 +"707","Golf Manor",2020,40,NA,NA,1 +"708","Golf Manor",2020,41,NA,NA,0 +"709","Golf Manor",2020,42,NA,NA,1 +"710","Golf Manor",2020,45,NA,NA,1 +"711","Golf Manor",2020,46,NA,NA,0 +"712","Golf Manor",2020,50,NA,NA,0 +"713","Golf Manor",2020,51,NA,NA,0 +"714","Green Twp.",2020,1,8,5,0.62 +"715","Green Twp.",2020,2,9,5,0.56 +"716","Green Twp.",2020,3,5,NA,0.6 +"717","Green Twp.",2020,4,6,NA,0.5 +"718","Green Twp.",2020,5,8,5,0.62 +"719","Green Twp.",2020,6,7,5,0.71 +"720","Green Twp.",2020,7,11,8,0.73 +"721","Green Twp.",2020,8,8,5,0.62 +"722","Green Twp.",2020,9,NA,NA,0.5 +"723","Green Twp.",2020,10,9,NA,0.33 +"724","Green Twp.",2020,11,6,NA,0.17 +"725","Green Twp.",2020,12,NA,NA,1 +"726","Green Twp.",2020,13,6,NA,0.67 +"727","Green Twp.",2020,14,5,NA,0.6 +"728","Green Twp.",2020,15,8,NA,0.5 +"729","Green Twp.",2020,16,10,7,0.7 +"730","Green Twp.",2020,17,9,5,0.56 +"731","Green Twp.",2020,18,9,NA,0.44 +"732","Green Twp.",2020,19,5,NA,0.4 +"733","Green Twp.",2020,20,7,5,0.71 +"734","Green Twp.",2020,21,16,8,0.5 +"735","Green Twp.",2020,22,6,NA,0.67 +"736","Green Twp.",2020,23,8,5,0.62 +"737","Green Twp.",2020,24,6,5,0.83 +"738","Green Twp.",2020,25,NA,NA,0 +"739","Green Twp.",2020,26,5,NA,0.6 +"740","Green Twp.",2020,27,NA,NA,0.25 +"741","Green Twp.",2020,28,8,NA,0.5 +"742","Green Twp.",2020,29,7,NA,0.57 +"743","Green Twp.",2020,30,9,6,0.67 +"744","Green Twp.",2020,31,7,NA,0.14 +"745","Green Twp.",2020,32,11,6,0.55 +"746","Green Twp.",2020,33,6,NA,0.67 +"747","Green Twp.",2020,34,11,NA,0.36 +"748","Green Twp.",2020,35,6,NA,0.33 +"749","Green Twp.",2020,36,5,NA,0.2 +"750","Green Twp.",2020,37,5,NA,0.6 +"751","Green Twp.",2020,38,8,6,0.75 +"752","Green Twp.",2020,39,5,NA,0.8 +"753","Green Twp.",2020,40,NA,NA,0.25 +"754","Green Twp.",2020,41,9,NA,0.33 +"755","Green Twp.",2020,42,5,NA,0.4 +"756","Green Twp.",2020,43,8,5,0.62 +"757","Green Twp.",2020,44,NA,NA,0.25 +"758","Green Twp.",2020,45,7,6,0.86 +"759","Green Twp.",2020,46,9,6,0.67 +"760","Green Twp.",2020,47,6,5,0.83 +"761","Green Twp.",2020,48,6,NA,0.67 +"762","Green Twp.",2020,49,7,NA,0.57 +"763","Green Twp.",2020,50,7,NA,0.43 +"764","Green Twp.",2020,51,9,6,0.67 +"765","Green Twp.",2020,52,5,NA,0.4 +"766","Green Twp.",2020,53,NA,NA,0.5 +"767","Greenhills",2020,1,NA,NA,1 +"768","Greenhills",2020,4,NA,NA,1 +"769","Greenhills",2020,6,NA,NA,0 +"770","Greenhills",2020,7,NA,NA,1 +"771","Greenhills",2020,9,NA,NA,0 +"772","Greenhills",2020,11,NA,NA,1 +"773","Greenhills",2020,14,NA,NA,1 +"774","Greenhills",2020,16,NA,NA,1 +"775","Greenhills",2020,17,NA,NA,1 +"776","Greenhills",2020,20,NA,NA,0.5 +"777","Greenhills",2020,22,NA,NA,0.5 +"778","Greenhills",2020,23,NA,NA,1 +"779","Greenhills",2020,26,NA,NA,1 +"780","Greenhills",2020,33,NA,NA,0.5 +"781","Greenhills",2020,34,NA,NA,1 +"782","Greenhills",2020,35,NA,NA,0 +"783","Greenhills",2020,38,NA,NA,1 +"784","Greenhills",2020,40,NA,NA,0 +"785","Greenhills",2020,43,NA,NA,0 +"786","Greenhills",2020,44,NA,NA,0 +"787","Greenhills",2020,47,NA,NA,0 +"788","Harrison",2020,2,NA,NA,0.5 +"789","Harrison",2020,5,NA,NA,1 +"790","Harrison",2020,6,NA,NA,1 +"791","Harrison",2020,7,NA,NA,1 +"792","Harrison",2020,8,NA,NA,1 +"793","Harrison",2020,9,NA,NA,1 +"794","Harrison",2020,10,NA,NA,1 +"795","Harrison",2020,11,NA,NA,0 +"796","Harrison",2020,12,NA,NA,1 +"797","Harrison",2020,13,NA,NA,0.5 +"798","Harrison",2020,14,NA,NA,1 +"799","Harrison",2020,15,NA,NA,1 +"800","Harrison",2020,16,NA,NA,0 +"801","Harrison",2020,17,NA,NA,1 +"802","Harrison",2020,18,NA,NA,0 +"803","Harrison",2020,19,NA,NA,1 +"804","Harrison",2020,20,NA,NA,0.33 +"805","Harrison",2020,21,NA,NA,1 +"806","Harrison",2020,25,NA,NA,0.5 +"807","Harrison",2020,26,NA,NA,0.67 +"808","Harrison",2020,27,NA,NA,1 +"809","Harrison",2020,28,NA,NA,1 +"810","Harrison",2020,29,NA,NA,0.5 +"811","Harrison",2020,30,NA,NA,0.5 +"812","Harrison",2020,32,NA,NA,1 +"813","Harrison",2020,33,NA,NA,1 +"814","Harrison",2020,35,NA,NA,0.5 +"815","Harrison",2020,36,NA,NA,0.5 +"816","Harrison",2020,37,NA,NA,1 +"817","Harrison",2020,38,NA,NA,0.75 +"818","Harrison",2020,39,NA,NA,0 +"819","Harrison",2020,40,NA,NA,0.5 +"820","Harrison",2020,41,NA,NA,0.5 +"821","Harrison",2020,42,NA,NA,1 +"822","Harrison",2020,44,NA,NA,0.5 +"823","Harrison",2020,45,NA,NA,0 +"824","Harrison",2020,46,NA,NA,1 +"825","Harrison",2020,48,NA,NA,1 +"826","Harrison",2020,49,NA,NA,0 +"827","Harrison",2020,52,NA,NA,1 +"828","Hartwell",2020,2,NA,NA,1 +"829","Hartwell",2020,3,NA,NA,1 +"830","Hartwell",2020,5,NA,NA,0 +"831","Hartwell",2020,7,NA,NA,0 +"832","Hartwell",2020,11,NA,NA,0 +"833","Hartwell",2020,13,NA,NA,1 +"834","Hartwell",2020,18,NA,NA,1 +"835","Hartwell",2020,19,NA,NA,1 +"836","Hartwell",2020,21,NA,NA,1 +"837","Hartwell",2020,22,NA,NA,0 +"838","Hartwell",2020,23,NA,NA,0 +"839","Hartwell",2020,24,NA,NA,1 +"840","Hartwell",2020,25,NA,NA,1 +"841","Hartwell",2020,27,NA,NA,1 +"842","Hartwell",2020,28,NA,NA,1 +"843","Hartwell",2020,29,NA,NA,0.5 +"844","Hartwell",2020,30,NA,NA,1 +"845","Hartwell",2020,33,NA,NA,0.5 +"846","Hartwell",2020,37,NA,NA,0 +"847","Hartwell",2020,38,NA,NA,1 +"848","Hartwell",2020,44,NA,NA,1 +"849","Hartwell",2020,46,NA,NA,1 +"850","Hartwell",2020,51,NA,NA,1 +"851","Hyde Park",2020,1,NA,NA,0 +"852","Hyde Park",2020,2,NA,NA,1 +"853","Hyde Park",2020,3,NA,NA,1 +"854","Hyde Park",2020,4,NA,NA,0 +"855","Hyde Park",2020,6,NA,NA,0.67 +"856","Hyde Park",2020,7,NA,NA,0 +"857","Hyde Park",2020,8,NA,NA,0.5 +"858","Hyde Park",2020,10,NA,NA,0.5 +"859","Hyde Park",2020,11,NA,NA,0 +"860","Hyde Park",2020,13,NA,NA,0.75 +"861","Hyde Park",2020,14,NA,NA,0.5 +"862","Hyde Park",2020,15,NA,NA,1 +"863","Hyde Park",2020,16,NA,NA,1 +"864","Hyde Park",2020,17,NA,NA,1 +"865","Hyde Park",2020,18,NA,NA,0 +"866","Hyde Park",2020,19,NA,NA,0 +"867","Hyde Park",2020,20,NA,NA,1 +"868","Hyde Park",2020,21,NA,NA,0.67 +"869","Hyde Park",2020,23,NA,NA,0 +"870","Hyde Park",2020,24,NA,NA,0 +"871","Hyde Park",2020,25,NA,NA,1 +"872","Hyde Park",2020,26,NA,NA,1 +"873","Hyde Park",2020,27,NA,NA,0 +"874","Hyde Park",2020,28,NA,NA,1 +"875","Hyde Park",2020,30,NA,NA,0 +"876","Hyde Park",2020,33,NA,NA,1 +"877","Hyde Park",2020,34,NA,NA,0.67 +"878","Hyde Park",2020,35,NA,NA,1 +"879","Hyde Park",2020,36,NA,NA,0.33 +"880","Hyde Park",2020,37,NA,NA,0 +"881","Hyde Park",2020,38,NA,NA,1 +"882","Hyde Park",2020,39,NA,NA,0.5 +"883","Hyde Park",2020,40,NA,NA,0.75 +"884","Hyde Park",2020,41,5,NA,0.8 +"885","Hyde Park",2020,42,NA,NA,1 +"886","Hyde Park",2020,43,NA,NA,0 +"887","Hyde Park",2020,45,NA,NA,1 +"888","Hyde Park",2020,46,NA,NA,1 +"889","Hyde Park",2020,47,NA,NA,0.5 +"890","Hyde Park",2020,49,NA,NA,0.33 +"891","Hyde Park",2020,50,NA,NA,0 +"892","Hyde Park",2020,51,NA,NA,1 +"893","Hyde Park",2020,52,NA,NA,0.75 +"894","Indian Hill",2020,1,NA,NA,0 +"895","Indian Hill",2020,2,NA,NA,1 +"896","Indian Hill",2020,4,NA,NA,0 +"897","Indian Hill",2020,7,NA,NA,0 +"898","Indian Hill",2020,8,NA,NA,1 +"899","Indian Hill",2020,9,NA,NA,1 +"900","Indian Hill",2020,10,NA,NA,1 +"901","Indian Hill",2020,12,NA,NA,1 +"902","Indian Hill",2020,13,NA,NA,0 +"903","Indian Hill",2020,15,NA,NA,1 +"904","Indian Hill",2020,16,NA,NA,0 +"905","Indian Hill",2020,17,NA,NA,0.33 +"906","Indian Hill",2020,18,NA,NA,1 +"907","Indian Hill",2020,19,NA,NA,0 +"908","Indian Hill",2020,20,NA,NA,1 +"909","Indian Hill",2020,21,NA,NA,1 +"910","Indian Hill",2020,22,NA,NA,0.67 +"911","Indian Hill",2020,23,NA,NA,1 +"912","Indian Hill",2020,24,NA,NA,1 +"913","Indian Hill",2020,26,NA,NA,1 +"914","Indian Hill",2020,27,NA,NA,0 +"915","Indian Hill",2020,28,NA,NA,0 +"916","Indian Hill",2020,29,NA,NA,1 +"917","Indian Hill",2020,30,NA,NA,1 +"918","Indian Hill",2020,31,NA,NA,0.5 +"919","Indian Hill",2020,32,NA,NA,1 +"920","Indian Hill",2020,35,NA,NA,1 +"921","Indian Hill",2020,36,NA,NA,0 +"922","Indian Hill",2020,39,NA,NA,1 +"923","Indian Hill",2020,41,NA,NA,0 +"924","Indian Hill",2020,42,NA,NA,0.5 +"925","Indian Hill",2020,43,NA,NA,1 +"926","Indian Hill",2020,44,NA,NA,0.5 +"927","Indian Hill",2020,45,NA,NA,0 +"928","Indian Hill",2020,46,NA,NA,0.5 +"929","Indian Hill",2020,47,NA,NA,1 +"930","Indian Hill",2020,48,NA,NA,0.33 +"931","Indian Hill",2020,49,NA,NA,1 +"932","Indian Hill",2020,50,NA,NA,0 +"933","Indian Hill",2020,51,NA,NA,0.5 +"934","Indian Hill",2020,52,NA,NA,0 +"935","Kennedy Hts.",2020,4,NA,NA,1 +"936","Kennedy Hts.",2020,5,NA,NA,1 +"937","Kennedy Hts.",2020,7,NA,NA,1 +"938","Kennedy Hts.",2020,8,NA,NA,1 +"939","Kennedy Hts.",2020,11,NA,NA,1 +"940","Kennedy Hts.",2020,15,NA,NA,1 +"941","Kennedy Hts.",2020,16,NA,NA,0 +"942","Kennedy Hts.",2020,17,NA,NA,1 +"943","Kennedy Hts.",2020,18,NA,NA,0.5 +"944","Kennedy Hts.",2020,19,NA,NA,0.5 +"945","Kennedy Hts.",2020,20,NA,NA,0 +"946","Kennedy Hts.",2020,22,NA,NA,1 +"947","Kennedy Hts.",2020,25,NA,NA,0 +"948","Kennedy Hts.",2020,27,NA,NA,1 +"949","Kennedy Hts.",2020,29,NA,NA,0.5 +"950","Kennedy Hts.",2020,32,NA,NA,1 +"951","Kennedy Hts.",2020,39,NA,NA,1 +"952","Kennedy Hts.",2020,42,NA,NA,1 +"953","Kennedy Hts.",2020,43,NA,NA,1 +"954","Kennedy Hts.",2020,45,NA,NA,0 +"955","Kennedy Hts.",2020,46,NA,NA,0 +"956","Kennedy Hts.",2020,48,NA,NA,1 +"957","Kennedy Hts.",2020,49,NA,NA,1 +"958","Kennedy Hts.",2020,50,NA,NA,1 +"959","Kennedy Hts.",2020,51,NA,NA,0.5 +"960","Kennedy Hts.",2020,52,NA,NA,0.5 +"961","Lincoln Hts.",2020,1,NA,NA,1 +"962","Lincoln Hts.",2020,3,NA,NA,0 +"963","Lincoln Hts.",2020,5,NA,NA,1 +"964","Lincoln Hts.",2020,6,NA,NA,1 +"965","Lincoln Hts.",2020,8,NA,NA,1 +"966","Lincoln Hts.",2020,10,NA,NA,0 +"967","Lincoln Hts.",2020,14,NA,NA,0 +"968","Lincoln Hts.",2020,16,NA,NA,0.5 +"969","Lincoln Hts.",2020,17,NA,NA,1 +"970","Lincoln Hts.",2020,19,NA,NA,1 +"971","Lincoln Hts.",2020,20,NA,NA,0 +"972","Lincoln Hts.",2020,25,NA,NA,0.5 +"973","Lincoln Hts.",2020,26,NA,NA,1 +"974","Lincoln Hts.",2020,31,NA,NA,0.5 +"975","Lincoln Hts.",2020,45,NA,NA,0 +"976","Lincoln Hts.",2020,46,NA,NA,1 +"977","Lincoln Hts.",2020,47,NA,NA,1 +"978","Lincoln Hts.",2020,49,NA,NA,1 +"979","Lincoln Hts.",2020,50,NA,NA,1 +"980","Lincoln Hts.",2020,51,NA,NA,0.5 +"981","Lincoln Hts.",2020,53,NA,NA,0 +"982","Lockland",2020,2,NA,NA,1 +"983","Lockland",2020,4,NA,NA,0 +"984","Lockland",2020,6,NA,NA,0.5 +"985","Lockland",2020,8,NA,NA,1 +"986","Lockland",2020,12,NA,NA,0.33 +"987","Lockland",2020,13,NA,NA,0 +"988","Lockland",2020,14,NA,NA,1 +"989","Lockland",2020,15,NA,NA,1 +"990","Lockland",2020,16,NA,NA,1 +"991","Lockland",2020,19,NA,NA,1 +"992","Lockland",2020,20,NA,NA,1 +"993","Lockland",2020,25,NA,NA,1 +"994","Lockland",2020,27,NA,NA,0 +"995","Lockland",2020,33,NA,NA,0.5 +"996","Lockland",2020,34,NA,NA,0 +"997","Lockland",2020,35,NA,NA,0.5 +"998","Lockland",2020,36,NA,NA,0 +"999","Lockland",2020,38,NA,NA,1 +"1000","Lockland",2020,39,NA,NA,1 +"1001","Lockland",2020,46,NA,NA,1 +"1002","Lockland",2020,47,NA,NA,1 +"1003","Lockland",2020,48,NA,NA,1 +"1004","Lockland",2020,49,NA,NA,1 +"1005","Lockland",2020,50,NA,NA,0 +"1006","Loveland",2020,2,NA,NA,1 +"1007","Loveland",2020,3,NA,NA,0 +"1008","Loveland",2020,8,NA,NA,0 +"1009","Loveland",2020,10,NA,NA,0.5 +"1010","Loveland",2020,11,NA,NA,0 +"1011","Loveland",2020,12,NA,NA,0.5 +"1012","Loveland",2020,13,NA,NA,1 +"1013","Loveland",2020,16,NA,NA,0 +"1014","Loveland",2020,20,NA,NA,1 +"1015","Loveland",2020,21,NA,NA,0 +"1016","Loveland",2020,23,NA,NA,0 +"1017","Loveland",2020,24,NA,NA,1 +"1018","Loveland",2020,25,NA,NA,0 +"1019","Loveland",2020,26,NA,NA,0 +"1020","Loveland",2020,27,NA,NA,1 +"1021","Loveland",2020,28,NA,NA,0 +"1022","Loveland",2020,31,NA,NA,0.5 +"1023","Loveland",2020,34,NA,NA,0.75 +"1024","Loveland",2020,35,NA,NA,1 +"1025","Loveland",2020,38,NA,NA,1 +"1026","Loveland",2020,39,NA,NA,1 +"1027","Loveland",2020,40,NA,NA,1 +"1028","Loveland",2020,41,NA,NA,0.67 +"1029","Loveland",2020,46,NA,NA,0.5 +"1030","Loveland",2020,48,NA,NA,1 +"1031","Loveland",2020,50,NA,NA,0.5 +"1032","Loveland",2020,52,NA,NA,0.5 +"1033","Lower Price Hill-Queensgate",2020,5,NA,NA,1 +"1034","Lower Price Hill-Queensgate",2020,13,NA,NA,1 +"1035","Lower Price Hill-Queensgate",2020,18,NA,NA,1 +"1036","Lower Price Hill-Queensgate",2020,20,NA,NA,1 +"1037","Lower Price Hill-Queensgate",2020,49,NA,NA,0 +"1038","Madeira",2020,1,NA,NA,0.5 +"1039","Madeira",2020,5,NA,NA,0.67 +"1040","Madeira",2020,6,NA,NA,0 +"1041","Madeira",2020,7,NA,NA,0.5 +"1042","Madeira",2020,10,NA,NA,1 +"1043","Madeira",2020,11,NA,NA,0.5 +"1044","Madeira",2020,12,NA,NA,0.75 +"1045","Madeira",2020,13,NA,NA,0 +"1046","Madeira",2020,14,NA,NA,1 +"1047","Madeira",2020,15,NA,NA,1 +"1048","Madeira",2020,16,NA,NA,0 +"1049","Madeira",2020,17,NA,NA,1 +"1050","Madeira",2020,19,NA,NA,1 +"1051","Madeira",2020,20,NA,NA,0.5 +"1052","Madeira",2020,23,NA,NA,0 +"1053","Madeira",2020,24,NA,NA,0.25 +"1054","Madeira",2020,25,NA,NA,0 +"1055","Madeira",2020,27,NA,NA,0.67 +"1056","Madeira",2020,28,NA,NA,0.67 +"1057","Madeira",2020,30,NA,NA,0 +"1058","Madeira",2020,31,NA,NA,1 +"1059","Madeira",2020,32,NA,NA,1 +"1060","Madeira",2020,33,NA,NA,1 +"1061","Madeira",2020,34,NA,NA,0.67 +"1062","Madeira",2020,35,NA,NA,1 +"1063","Madeira",2020,36,NA,NA,1 +"1064","Madeira",2020,37,NA,NA,1 +"1065","Madeira",2020,39,NA,NA,1 +"1066","Madeira",2020,40,NA,NA,1 +"1067","Madeira",2020,42,NA,NA,0.5 +"1068","Madeira",2020,43,NA,NA,1 +"1069","Madeira",2020,44,NA,NA,0.67 +"1070","Madeira",2020,45,NA,NA,0 +"1071","Madeira",2020,46,NA,NA,1 +"1072","Madeira",2020,48,NA,NA,0 +"1073","Madeira",2020,49,NA,NA,1 +"1074","Madeira",2020,50,NA,NA,1 +"1075","Madeira",2020,51,NA,NA,0 +"1076","Madeira",2020,52,NA,NA,0 +"1077","Madeira",2020,53,NA,NA,0 +"1078","Madisonville",2020,2,NA,NA,1 +"1079","Madisonville",2020,3,NA,NA,0 +"1080","Madisonville",2020,4,NA,NA,0.5 +"1081","Madisonville",2020,5,NA,NA,1 +"1082","Madisonville",2020,6,NA,NA,0.5 +"1083","Madisonville",2020,7,NA,NA,1 +"1084","Madisonville",2020,8,NA,NA,0 +"1085","Madisonville",2020,10,NA,NA,0.5 +"1086","Madisonville",2020,11,NA,NA,1 +"1087","Madisonville",2020,13,NA,NA,0 +"1088","Madisonville",2020,14,NA,NA,0.33 +"1089","Madisonville",2020,15,NA,NA,1 +"1090","Madisonville",2020,16,NA,NA,1 +"1091","Madisonville",2020,17,NA,NA,1 +"1092","Madisonville",2020,18,NA,NA,0.67 +"1093","Madisonville",2020,19,NA,NA,1 +"1094","Madisonville",2020,20,NA,NA,0.67 +"1095","Madisonville",2020,21,NA,NA,0.5 +"1096","Madisonville",2020,22,NA,NA,0 +"1097","Madisonville",2020,23,NA,NA,0 +"1098","Madisonville",2020,24,NA,NA,0.67 +"1099","Madisonville",2020,25,NA,NA,0 +"1100","Madisonville",2020,26,NA,NA,0.5 +"1101","Madisonville",2020,27,NA,NA,0 +"1102","Madisonville",2020,28,NA,NA,0.5 +"1103","Madisonville",2020,30,NA,NA,0.67 +"1104","Madisonville",2020,31,NA,NA,1 +"1105","Madisonville",2020,32,NA,NA,0.67 +"1106","Madisonville",2020,33,NA,NA,1 +"1107","Madisonville",2020,35,NA,NA,1 +"1108","Madisonville",2020,36,NA,NA,1 +"1109","Madisonville",2020,37,NA,NA,1 +"1110","Madisonville",2020,38,NA,NA,0.5 +"1111","Madisonville",2020,39,NA,NA,0.5 +"1112","Madisonville",2020,40,NA,NA,1 +"1113","Madisonville",2020,41,NA,NA,1 +"1114","Madisonville",2020,42,NA,NA,0.67 +"1115","Madisonville",2020,43,NA,NA,1 +"1116","Madisonville",2020,44,NA,NA,1 +"1117","Madisonville",2020,45,NA,NA,0 +"1118","Madisonville",2020,46,NA,NA,0.33 +"1119","Madisonville",2020,47,NA,NA,1 +"1120","Madisonville",2020,49,NA,NA,0.33 +"1121","Madisonville",2020,50,NA,NA,1 +"1122","Madisonville",2020,51,NA,NA,0 +"1123","Madisonville",2020,52,NA,NA,0.5 +"1124","Mariemont",2020,8,NA,NA,0 +"1125","Mariemont",2020,10,NA,NA,0 +"1126","Mariemont",2020,11,NA,NA,1 +"1127","Mariemont",2020,12,NA,NA,1 +"1128","Mariemont",2020,17,NA,NA,0 +"1129","Mariemont",2020,18,NA,NA,1 +"1130","Mariemont",2020,28,NA,NA,0 +"1131","Mariemont",2020,31,NA,NA,1 +"1132","Mariemont",2020,35,NA,NA,1 +"1133","Mariemont",2020,39,NA,NA,1 +"1134","Mariemont",2020,41,NA,NA,0 +"1135","Mariemont",2020,45,NA,NA,1 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Lookout",2020,36,NA,NA,1 +"1355","Mt. Lookout",2020,37,NA,NA,0.5 +"1356","Mt. Lookout",2020,39,NA,NA,0.67 +"1357","Mt. Lookout",2020,40,NA,NA,0 +"1358","Mt. Lookout",2020,41,NA,NA,0 +"1359","Mt. Lookout",2020,42,NA,NA,0.67 +"1360","Mt. Lookout",2020,43,NA,NA,1 +"1361","Mt. Lookout",2020,46,NA,NA,1 +"1362","Mt. Lookout",2020,48,NA,NA,0.5 +"1363","Mt. Lookout",2020,49,NA,NA,0 +"1364","Mt. Lookout",2020,50,NA,NA,1 +"1365","Mt. Lookout",2020,51,NA,NA,0 +"1366","Mt. Lookout",2020,52,NA,NA,0.5 +"1367","Mt. Washington",2020,1,NA,NA,0.25 +"1368","Mt. Washington",2020,2,NA,NA,1 +"1369","Mt. Washington",2020,3,NA,NA,1 +"1370","Mt. Washington",2020,4,NA,NA,0.5 +"1371","Mt. Washington",2020,5,NA,NA,0.5 +"1372","Mt. Washington",2020,6,NA,NA,1 +"1373","Mt. Washington",2020,7,NA,NA,1 +"1374","Mt. Washington",2020,9,NA,NA,1 +"1375","Mt. Washington",2020,10,NA,NA,0.5 +"1376","Mt. Washington",2020,11,NA,NA,1 +"1377","Mt. Washington",2020,12,NA,NA,1 +"1378","Mt. Washington",2020,16,NA,NA,0 +"1379","Mt. Washington",2020,17,NA,NA,1 +"1380","Mt. Washington",2020,18,NA,NA,0 +"1381","Mt. Washington",2020,19,NA,NA,1 +"1382","Mt. Washington",2020,20,NA,NA,0 +"1383","Mt. Washington",2020,22,NA,NA,0.33 +"1384","Mt. Washington",2020,23,NA,NA,1 +"1385","Mt. Washington",2020,25,NA,NA,0.67 +"1386","Mt. Washington",2020,27,NA,NA,1 +"1387","Mt. Washington",2020,30,NA,NA,0.5 +"1388","Mt. Washington",2020,31,NA,NA,0.5 +"1389","Mt. Washington",2020,32,NA,NA,0 +"1390","Mt. Washington",2020,33,NA,NA,0.75 +"1391","Mt. Washington",2020,34,NA,NA,1 +"1392","Mt. Washington",2020,35,NA,NA,1 +"1393","Mt. Washington",2020,36,NA,NA,0 +"1394","Mt. Washington",2020,38,NA,NA,0 +"1395","Mt. Washington",2020,39,NA,NA,1 +"1396","Mt. Washington",2020,40,NA,NA,1 +"1397","Mt. Washington",2020,41,NA,NA,1 +"1398","Mt. Washington",2020,44,NA,NA,0 +"1399","Mt. Washington",2020,45,NA,NA,0.33 +"1400","Mt. Washington",2020,46,NA,NA,1 +"1401","Mt. Washington",2020,48,NA,NA,1 +"1402","Mt. Washington",2020,49,NA,NA,1 +"1403","Mt. Washington",2020,50,NA,NA,1 +"1404","Mt. Washington",2020,51,NA,NA,0.5 +"1405","Mt. Washington",2020,52,NA,NA,0.5 +"1406","N. Avondale",2020,5,NA,NA,1 +"1407","N. Avondale",2020,6,NA,NA,0 +"1408","N. Avondale",2020,7,NA,NA,0.5 +"1409","N. Avondale",2020,8,NA,NA,1 +"1410","N. Avondale",2020,9,NA,NA,1 +"1411","N. Avondale",2020,11,NA,NA,1 +"1412","N. Avondale",2020,14,NA,NA,0 +"1413","N. Avondale",2020,16,NA,NA,1 +"1414","N. Avondale",2020,19,NA,NA,0.5 +"1415","N. Avondale",2020,22,NA,NA,0 +"1416","N. Avondale",2020,25,NA,NA,1 +"1417","N. Avondale",2020,30,NA,NA,1 +"1418","N. Avondale",2020,31,NA,NA,1 +"1419","N. Avondale",2020,35,NA,NA,1 +"1420","N. Avondale",2020,37,NA,NA,0 +"1421","N. Avondale",2020,40,NA,NA,1 +"1422","N. Avondale",2020,42,NA,NA,0 +"1423","N. Avondale",2020,44,NA,NA,1 +"1424","N. Avondale",2020,46,NA,NA,1 +"1425","N. Avondale",2020,47,NA,NA,1 +"1426","N. Avondale",2020,48,NA,NA,0.67 +"1427","N. Avondale",2020,49,NA,NA,1 +"1428","N. 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Fairmount",2020,17,NA,NA,1 +"1475","N. Fairmount",2020,18,NA,NA,0.5 +"1476","N. Fairmount",2020,20,NA,NA,1 +"1477","N. Fairmount",2020,23,NA,NA,1 +"1478","N. Fairmount",2020,26,NA,NA,1 +"1479","N. Fairmount",2020,27,NA,NA,1 +"1480","N. Fairmount",2020,28,NA,NA,1 +"1481","N. Fairmount",2020,33,NA,NA,0.67 +"1482","N. Fairmount",2020,41,NA,NA,0 +"1483","N. Fairmount",2020,42,NA,NA,0 +"1484","N. Fairmount",2020,45,NA,NA,0 +"1485","N. Fairmount",2020,46,NA,NA,1 +"1486","Northside",2020,4,NA,NA,0 +"1487","Northside",2020,6,NA,NA,1 +"1488","Northside",2020,7,NA,NA,1 +"1489","Northside",2020,8,NA,NA,0.33 +"1490","Northside",2020,9,NA,NA,0 +"1491","Northside",2020,10,NA,NA,1 +"1492","Northside",2020,11,NA,NA,1 +"1493","Northside",2020,12,NA,NA,1 +"1494","Northside",2020,13,NA,NA,0 +"1495","Northside",2020,14,NA,NA,0.5 +"1496","Northside",2020,16,NA,NA,1 +"1497","Northside",2020,17,NA,NA,0 +"1498","Northside",2020,18,NA,NA,1 +"1499","Northside",2020,19,NA,NA,0 +"1500","Northside",2020,20,NA,NA,1 +"1501","Northside",2020,22,NA,NA,1 +"1502","Northside",2020,23,NA,NA,0.5 +"1503","Northside",2020,25,NA,NA,0 +"1504","Northside",2020,26,NA,NA,1 +"1505","Northside",2020,27,NA,NA,0 +"1506","Northside",2020,29,NA,NA,0 +"1507","Northside",2020,30,NA,NA,1 +"1508","Northside",2020,31,NA,NA,0.5 +"1509","Northside",2020,33,NA,NA,0 +"1510","Northside",2020,35,NA,NA,0.33 +"1511","Northside",2020,36,NA,NA,0.5 +"1512","Northside",2020,38,NA,NA,1 +"1513","Northside",2020,39,NA,NA,0.5 +"1514","Northside",2020,40,NA,NA,0 +"1515","Northside",2020,41,NA,NA,0 +"1516","Northside",2020,42,NA,NA,1 +"1517","Northside",2020,43,NA,NA,1 +"1518","Northside",2020,44,NA,NA,0 +"1519","Northside",2020,45,NA,NA,0.5 +"1520","Northside",2020,48,NA,NA,0.67 +"1521","Northside",2020,49,NA,NA,1 +"1522","Northside",2020,50,NA,NA,1 +"1523","Northside",2020,53,NA,NA,1 +"1524","Norwood",2020,1,NA,NA,1 +"1525","Norwood",2020,2,NA,NA,0 +"1526","Norwood",2020,3,NA,NA,0.75 +"1527","Norwood",2020,4,6,NA,0.17 +"1528","Norwood",2020,5,NA,NA,0.75 +"1529","Norwood",2020,6,NA,NA,0.33 +"1530","Norwood",2020,7,NA,NA,0.67 +"1531","Norwood",2020,8,NA,NA,0.33 +"1532","Norwood",2020,10,NA,NA,0 +"1533","Norwood",2020,11,NA,NA,1 +"1534","Norwood",2020,12,5,NA,0.2 +"1535","Norwood",2020,13,NA,NA,0.67 +"1536","Norwood",2020,15,7,NA,0.29 +"1537","Norwood",2020,16,NA,NA,0.33 +"1538","Norwood",2020,17,NA,NA,0.5 +"1539","Norwood",2020,18,NA,NA,0.33 +"1540","Norwood",2020,19,NA,NA,1 +"1541","Norwood",2020,20,NA,NA,0.5 +"1542","Norwood",2020,21,NA,NA,0 +"1543","Norwood",2020,22,NA,NA,1 +"1544","Norwood",2020,23,NA,NA,1 +"1545","Norwood",2020,24,NA,NA,0.67 +"1546","Norwood",2020,25,5,NA,0.6 +"1547","Norwood",2020,26,NA,NA,0.5 +"1548","Norwood",2020,27,6,NA,0.17 +"1549","Norwood",2020,28,NA,NA,0.5 +"1550","Norwood",2020,29,NA,NA,1 +"1551","Norwood",2020,30,NA,NA,0 +"1552","Norwood",2020,31,NA,NA,1 +"1553","Norwood",2020,32,NA,NA,0 +"1554","Norwood",2020,33,NA,NA,0.5 +"1555","Norwood",2020,34,NA,NA,0 +"1556","Norwood",2020,35,NA,NA,0.33 +"1557","Norwood",2020,36,NA,NA,0 +"1558","Norwood",2020,37,NA,NA,1 +"1559","Norwood",2020,38,NA,NA,1 +"1560","Norwood",2020,39,5,NA,0.4 +"1561","Norwood",2020,41,NA,NA,0.5 +"1562","Norwood",2020,42,NA,NA,0.67 +"1563","Norwood",2020,43,NA,NA,0.5 +"1564","Norwood",2020,44,NA,NA,0.67 +"1565","Norwood",2020,45,NA,NA,0.5 +"1566","Norwood",2020,46,NA,NA,0.75 +"1567","Norwood",2020,47,NA,NA,1 +"1568","Norwood",2020,49,NA,NA,0.67 +"1569","Norwood",2020,50,NA,NA,1 +"1570","Norwood",2020,52,NA,NA,0.5 +"1571","Norwood",2020,53,NA,NA,0.5 +"1572","Oakley",2020,1,NA,NA,0 +"1573","Oakley",2020,2,NA,NA,0.5 +"1574","Oakley",2020,4,NA,NA,1 +"1575","Oakley",2020,5,NA,NA,0 +"1576","Oakley",2020,7,NA,NA,1 +"1577","Oakley",2020,8,NA,NA,1 +"1578","Oakley",2020,9,NA,NA,0 +"1579","Oakley",2020,11,NA,NA,1 +"1580","Oakley",2020,12,NA,NA,1 +"1581","Oakley",2020,13,NA,NA,0.75 +"1582","Oakley",2020,14,NA,NA,1 +"1583","Oakley",2020,15,NA,NA,0.67 +"1584","Oakley",2020,16,NA,NA,0 +"1585","Oakley",2020,17,NA,NA,1 +"1586","Oakley",2020,18,NA,NA,1 +"1587","Oakley",2020,19,NA,NA,0.5 +"1588","Oakley",2020,20,NA,NA,0.67 +"1589","Oakley",2020,21,NA,NA,0 +"1590","Oakley",2020,22,NA,NA,0 +"1591","Oakley",2020,24,NA,NA,1 +"1592","Oakley",2020,25,NA,NA,0 +"1593","Oakley",2020,26,NA,NA,0 +"1594","Oakley",2020,27,NA,NA,1 +"1595","Oakley",2020,29,NA,NA,1 +"1596","Oakley",2020,30,NA,NA,1 +"1597","Oakley",2020,31,NA,NA,0.5 +"1598","Oakley",2020,32,NA,NA,1 +"1599","Oakley",2020,33,NA,NA,0 +"1600","Oakley",2020,34,NA,NA,1 +"1601","Oakley",2020,35,NA,NA,0.5 +"1602","Oakley",2020,37,NA,NA,1 +"1603","Oakley",2020,38,NA,NA,1 +"1604","Oakley",2020,40,NA,NA,1 +"1605","Oakley",2020,41,NA,NA,1 +"1606","Oakley",2020,42,NA,NA,1 +"1607","Oakley",2020,43,NA,NA,0 +"1608","Oakley",2020,45,NA,NA,1 +"1609","Oakley",2020,46,NA,NA,0 +"1610","Oakley",2020,47,NA,NA,0 +"1611","Oakley",2020,48,NA,NA,0 +"1612","Oakley",2020,49,NA,NA,1 +"1613","Oakley",2020,50,NA,NA,1 +"1614","Oakley",2020,51,NA,NA,1 +"1615","Oakley",2020,52,NA,NA,0.5 +"1616","OTR-Pendleton",2020,7,NA,NA,1 +"1617","OTR-Pendleton",2020,8,NA,NA,0 +"1618","OTR-Pendleton",2020,15,NA,NA,0 +"1619","OTR-Pendleton",2020,23,NA,NA,0 +"1620","OTR-Pendleton",2020,24,NA,NA,1 +"1621","OTR-Pendleton",2020,27,NA,NA,1 +"1622","OTR-Pendleton",2020,33,NA,NA,0 +"1623","OTR-Pendleton",2020,43,NA,NA,1 +"1624","OTR-Pendleton",2020,48,NA,NA,1 +"1625","Pleasant Ridge",2020,1,NA,NA,1 +"1626","Pleasant Ridge",2020,6,NA,NA,1 +"1627","Pleasant Ridge",2020,7,NA,NA,1 +"1628","Pleasant Ridge",2020,8,NA,NA,1 +"1629","Pleasant Ridge",2020,9,NA,NA,0 +"1630","Pleasant Ridge",2020,10,NA,NA,0 +"1631","Pleasant Ridge",2020,12,NA,NA,0 +"1632","Pleasant Ridge",2020,13,NA,NA,1 +"1633","Pleasant Ridge",2020,15,NA,NA,0 +"1634","Pleasant Ridge",2020,17,NA,NA,1 +"1635","Pleasant Ridge",2020,18,NA,NA,0 +"1636","Pleasant Ridge",2020,22,NA,NA,1 +"1637","Pleasant Ridge",2020,23,NA,NA,1 +"1638","Pleasant Ridge",2020,24,NA,NA,1 +"1639","Pleasant Ridge",2020,26,NA,NA,1 +"1640","Pleasant Ridge",2020,27,NA,NA,1 +"1641","Pleasant Ridge",2020,28,NA,NA,1 +"1642","Pleasant Ridge",2020,30,NA,NA,0 +"1643","Pleasant Ridge",2020,31,NA,NA,1 +"1644","Pleasant Ridge",2020,33,NA,NA,1 +"1645","Pleasant Ridge",2020,34,NA,NA,0 +"1646","Pleasant Ridge",2020,36,NA,NA,0.5 +"1647","Pleasant Ridge",2020,37,NA,NA,1 +"1648","Pleasant Ridge",2020,38,NA,NA,0.5 +"1649","Pleasant Ridge",2020,41,NA,NA,0 +"1650","Pleasant Ridge",2020,42,NA,NA,1 +"1651","Pleasant Ridge",2020,43,NA,NA,0 +"1652","Pleasant Ridge",2020,44,NA,NA,1 +"1653","Pleasant Ridge",2020,45,NA,NA,1 +"1654","Pleasant Ridge",2020,47,NA,NA,0.5 +"1655","Pleasant Ridge",2020,48,NA,NA,1 +"1656","Pleasant Ridge",2020,51,NA,NA,0.5 +"1657","Pleasant Ridge",2020,52,NA,NA,0 +"1658","Pleasant Ridge",2020,53,NA,NA,0 +"1659","Reading",2020,1,NA,NA,1 +"1660","Reading",2020,3,NA,NA,0.5 +"1661","Reading",2020,4,NA,NA,0 +"1662","Reading",2020,6,NA,NA,0.67 +"1663","Reading",2020,7,NA,NA,1 +"1664","Reading",2020,8,NA,NA,0.5 +"1665","Reading",2020,9,NA,NA,0 +"1666","Reading",2020,10,NA,NA,0 +"1667","Reading",2020,11,NA,NA,1 +"1668","Reading",2020,12,NA,NA,0 +"1669","Reading",2020,13,NA,NA,0.5 +"1670","Reading",2020,14,NA,NA,1 +"1671","Reading",2020,15,NA,NA,0.67 +"1672","Reading",2020,16,NA,NA,0.67 +"1673","Reading",2020,17,NA,NA,1 +"1674","Reading",2020,18,NA,NA,1 +"1675","Reading",2020,19,NA,NA,0.5 +"1676","Reading",2020,20,NA,NA,1 +"1677","Reading",2020,21,NA,NA,0.5 +"1678","Reading",2020,22,NA,NA,1 +"1679","Reading",2020,23,NA,NA,1 +"1680","Reading",2020,24,NA,NA,0 +"1681","Reading",2020,25,NA,NA,0.67 +"1682","Reading",2020,26,NA,NA,0.5 +"1683","Reading",2020,27,NA,NA,1 +"1684","Reading",2020,28,NA,NA,0.5 +"1685","Reading",2020,29,NA,NA,1 +"1686","Reading",2020,30,NA,NA,0.5 +"1687","Reading",2020,32,NA,NA,0.75 +"1688","Reading",2020,33,NA,NA,0.33 +"1689","Reading",2020,34,NA,NA,0.75 +"1690","Reading",2020,35,NA,NA,1 +"1691","Reading",2020,36,NA,NA,0 +"1692","Reading",2020,38,NA,NA,0 +"1693","Reading",2020,39,NA,NA,0.25 +"1694","Reading",2020,40,6,5,0.83 +"1695","Reading",2020,41,NA,NA,0.5 +"1696","Reading",2020,42,NA,NA,0.5 +"1697","Reading",2020,43,NA,NA,1 +"1698","Reading",2020,44,NA,NA,0 +"1699","Reading",2020,45,NA,NA,0.5 +"1700","Reading",2020,46,5,NA,0.4 +"1701","Reading",2020,47,NA,NA,1 +"1702","Reading",2020,48,NA,NA,0.67 +"1703","Reading",2020,50,NA,NA,0.33 +"1704","Reading",2020,51,NA,NA,0 +"1705","Reading",2020,52,NA,NA,0.67 +"1706","Riverside-Sedamsville",2020,1,NA,NA,0.5 +"1707","Riverside-Sedamsville",2020,4,NA,NA,0 +"1708","Riverside-Sedamsville",2020,5,NA,NA,0 +"1709","Riverside-Sedamsville",2020,6,NA,NA,0 +"1710","Riverside-Sedamsville",2020,8,NA,NA,1 +"1711","Riverside-Sedamsville",2020,14,NA,NA,0 +"1712","Riverside-Sedamsville",2020,16,NA,NA,0.5 +"1713","Riverside-Sedamsville",2020,17,NA,NA,1 +"1714","Riverside-Sedamsville",2020,22,NA,NA,1 +"1715","Riverside-Sedamsville",2020,27,NA,NA,0.5 +"1716","Riverside-Sedamsville",2020,32,NA,NA,1 +"1717","Riverside-Sedamsville",2020,35,NA,NA,1 +"1718","Riverside-Sedamsville",2020,36,NA,NA,1 +"1719","Riverside-Sedamsville",2020,37,NA,NA,0 +"1720","Riverside-Sedamsville",2020,41,NA,NA,0 +"1721","Riverside-Sedamsville",2020,42,NA,NA,1 +"1722","Riverside-Sedamsville",2020,43,NA,NA,1 +"1723","Riverside-Sedamsville",2020,49,NA,NA,1 +"1724","Roll Hill",2020,44,NA,NA,1 +"1725","Roll Hill",2020,51,NA,NA,0 +"1726","Roselawn",2020,2,NA,NA,1 +"1727","Roselawn",2020,4,NA,NA,1 +"1728","Roselawn",2020,5,NA,NA,1 +"1729","Roselawn",2020,6,NA,NA,1 +"1730","Roselawn",2020,10,NA,NA,0 +"1731","Roselawn",2020,15,NA,NA,1 +"1732","Roselawn",2020,20,NA,NA,1 +"1733","Roselawn",2020,21,NA,NA,1 +"1734","Roselawn",2020,26,NA,NA,1 +"1735","Roselawn",2020,29,NA,NA,0 +"1736","Roselawn",2020,30,NA,NA,0 +"1737","Roselawn",2020,31,NA,NA,1 +"1738","Roselawn",2020,32,NA,NA,1 +"1739","Roselawn",2020,33,NA,NA,1 +"1740","Roselawn",2020,36,NA,NA,1 +"1741","Roselawn",2020,38,NA,NA,1 +"1742","Roselawn",2020,39,NA,NA,1 +"1743","Roselawn",2020,41,NA,NA,1 +"1744","Roselawn",2020,42,NA,NA,0.67 +"1745","Roselawn",2020,43,NA,NA,1 +"1746","Roselawn",2020,45,NA,NA,1 +"1747","Roselawn",2020,46,NA,NA,0 +"1748","Roselawn",2020,51,NA,NA,1 +"1749","Roselawn",2020,53,NA,NA,1 +"1750","S. Cumminsville-Millvale",2020,3,NA,NA,0 +"1751","S. Cumminsville-Millvale",2020,4,NA,NA,0 +"1752","S. Cumminsville-Millvale",2020,11,NA,NA,0 +"1753","S. Cumminsville-Millvale",2020,14,NA,NA,1 +"1754","S. Cumminsville-Millvale",2020,16,NA,NA,1 +"1755","S. Cumminsville-Millvale",2020,28,NA,NA,1 +"1756","S. Cumminsville-Millvale",2020,37,NA,NA,0 +"1757","S. Cumminsville-Millvale",2020,46,NA,NA,1 +"1758","S. Cumminsville-Millvale",2020,52,NA,NA,1 +"1759","S. Fairmount",2020,2,NA,NA,1 +"1760","S. Fairmount",2020,3,NA,NA,1 +"1761","S. Fairmount",2020,5,NA,NA,0.5 +"1762","S. Fairmount",2020,9,NA,NA,0 +"1763","S. Fairmount",2020,12,NA,NA,1 +"1764","S. Fairmount",2020,13,NA,NA,0 +"1765","S. Fairmount",2020,14,NA,NA,0 +"1766","S. Fairmount",2020,15,NA,NA,1 +"1767","S. Fairmount",2020,18,NA,NA,1 +"1768","S. Fairmount",2020,19,NA,NA,0.5 +"1769","S. Fairmount",2020,20,NA,NA,0.5 +"1770","S. Fairmount",2020,30,NA,NA,0 +"1771","S. Fairmount",2020,39,NA,NA,0 +"1772","S. Fairmount",2020,48,NA,NA,0 +"1773","S. Fairmount",2020,52,NA,NA,1 +"1774","Sayler Park",2020,4,NA,NA,1 +"1775","Sayler Park",2020,6,NA,NA,0.5 +"1776","Sayler Park",2020,16,NA,NA,1 +"1777","Sayler Park",2020,19,NA,NA,0.33 +"1778","Sayler Park",2020,20,NA,NA,0 +"1779","Sayler Park",2020,22,NA,NA,0 +"1780","Sayler Park",2020,23,NA,NA,0 +"1781","Sayler Park",2020,24,NA,NA,0 +"1782","Sayler Park",2020,26,NA,NA,1 +"1783","Sayler Park",2020,29,NA,NA,0.5 +"1784","Sayler Park",2020,36,NA,NA,1 +"1785","Sayler Park",2020,38,NA,NA,0.5 +"1786","Sayler Park",2020,40,NA,NA,0 +"1787","Sayler Park",2020,41,NA,NA,1 +"1788","Sayler Park",2020,43,NA,NA,1 +"1789","Sayler Park",2020,45,NA,NA,0 +"1790","Sayler Park",2020,46,NA,NA,1 +"1791","Sayler Park",2020,50,NA,NA,0.5 +"1792","Sayler Park",2020,51,NA,NA,0.5 +"1793","Sharonville",2020,1,NA,NA,1 +"1794","Sharonville",2020,2,NA,NA,0.5 +"1795","Sharonville",2020,3,NA,NA,0.5 +"1796","Sharonville",2020,4,NA,NA,0.67 +"1797","Sharonville",2020,5,NA,NA,0 +"1798","Sharonville",2020,8,NA,NA,0 +"1799","Sharonville",2020,9,NA,NA,1 +"1800","Sharonville",2020,10,NA,NA,1 +"1801","Sharonville",2020,12,NA,NA,0 +"1802","Sharonville",2020,13,NA,NA,0 +"1803","Sharonville",2020,14,NA,NA,1 +"1804","Sharonville",2020,15,NA,NA,1 +"1805","Sharonville",2020,16,NA,NA,1 +"1806","Sharonville",2020,17,NA,NA,0.5 +"1807","Sharonville",2020,19,NA,NA,1 +"1808","Sharonville",2020,20,NA,NA,0 +"1809","Sharonville",2020,22,NA,NA,1 +"1810","Sharonville",2020,23,NA,NA,1 +"1811","Sharonville",2020,25,NA,NA,0 +"1812","Sharonville",2020,26,NA,NA,1 +"1813","Sharonville",2020,27,NA,NA,0 +"1814","Sharonville",2020,28,NA,NA,1 +"1815","Sharonville",2020,30,NA,NA,1 +"1816","Sharonville",2020,31,NA,NA,0.75 +"1817","Sharonville",2020,32,NA,NA,1 +"1818","Sharonville",2020,33,NA,NA,0 +"1819","Sharonville",2020,34,NA,NA,1 +"1820","Sharonville",2020,36,NA,NA,1 +"1821","Sharonville",2020,37,NA,NA,0 +"1822","Sharonville",2020,38,NA,NA,1 +"1823","Sharonville",2020,40,NA,NA,0.5 +"1824","Sharonville",2020,41,NA,NA,1 +"1825","Sharonville",2020,42,NA,NA,1 +"1826","Sharonville",2020,43,NA,NA,1 +"1827","Sharonville",2020,46,NA,NA,1 +"1828","Sharonville",2020,47,NA,NA,1 +"1829","Sharonville",2020,48,NA,NA,0 +"1830","Sharonville",2020,49,NA,NA,0.5 +"1831","Sharonville",2020,50,NA,NA,0 +"1832","Sharonville",2020,51,NA,NA,0.5 +"1833","Sharonville",2020,52,NA,NA,0.67 +"1834","Sharonville",2020,53,NA,NA,1 +"1835","Silverton",2020,2,NA,NA,0 +"1836","Silverton",2020,4,NA,NA,1 +"1837","Silverton",2020,7,NA,NA,1 +"1838","Silverton",2020,11,NA,NA,1 +"1839","Silverton",2020,12,NA,NA,1 +"1840","Silverton",2020,14,NA,NA,0 +"1841","Silverton",2020,15,NA,NA,0.67 +"1842","Silverton",2020,16,NA,NA,0.5 +"1843","Silverton",2020,17,NA,NA,1 +"1844","Silverton",2020,19,NA,NA,0 +"1845","Silverton",2020,21,NA,NA,1 +"1846","Silverton",2020,23,NA,NA,1 +"1847","Silverton",2020,25,NA,NA,0.75 +"1848","Silverton",2020,29,NA,NA,0 +"1849","Silverton",2020,31,NA,NA,1 +"1850","Silverton",2020,32,NA,NA,1 +"1851","Silverton",2020,33,NA,NA,1 +"1852","Silverton",2020,34,NA,NA,1 +"1853","Silverton",2020,35,NA,NA,1 +"1854","Silverton",2020,36,NA,NA,0 +"1855","Silverton",2020,37,NA,NA,0 +"1856","Silverton",2020,40,NA,NA,1 +"1857","Silverton",2020,41,NA,NA,1 +"1858","Silverton",2020,42,NA,NA,1 +"1859","Silverton",2020,45,NA,NA,0 +"1860","Silverton",2020,46,NA,NA,1 +"1861","Silverton",2020,47,NA,NA,0 +"1862","Silverton",2020,48,NA,NA,0 +"1863","Silverton",2020,50,NA,NA,0.33 +"1864","Silverton",2020,52,NA,NA,0 +"1865","Spring Grove Vlg.",2020,2,NA,NA,1 +"1866","Spring Grove Vlg.",2020,8,NA,NA,1 +"1867","Spring Grove Vlg.",2020,13,NA,NA,0 +"1868","Spring Grove Vlg.",2020,15,NA,NA,0 +"1869","Spring Grove Vlg.",2020,16,NA,NA,0 +"1870","Spring Grove Vlg.",2020,22,NA,NA,1 +"1871","Spring Grove Vlg.",2020,24,NA,NA,0 +"1872","Spring Grove Vlg.",2020,29,NA,NA,0 +"1873","Spring Grove Vlg.",2020,30,NA,NA,1 +"1874","Spring Grove Vlg.",2020,31,NA,NA,0 +"1875","Spring Grove Vlg.",2020,45,NA,NA,1 +"1876","Spring Grove Vlg.",2020,49,NA,NA,1 +"1877","Springdale",2020,2,NA,NA,0.5 +"1878","Springdale",2020,3,NA,NA,0.5 +"1879","Springdale",2020,4,NA,NA,1 +"1880","Springdale",2020,7,NA,NA,0.33 +"1881","Springdale",2020,8,NA,NA,1 +"1882","Springdale",2020,12,NA,NA,1 +"1883","Springdale",2020,13,NA,NA,0.33 +"1884","Springdale",2020,14,NA,NA,1 +"1885","Springdale",2020,16,NA,NA,1 +"1886","Springdale",2020,18,NA,NA,0.33 +"1887","Springdale",2020,21,NA,NA,0 +"1888","Springdale",2020,22,NA,NA,1 +"1889","Springdale",2020,23,NA,NA,0 +"1890","Springdale",2020,24,NA,NA,0 +"1891","Springdale",2020,27,NA,NA,0.5 +"1892","Springdale",2020,28,NA,NA,1 +"1893","Springdale",2020,30,NA,NA,0.67 +"1894","Springdale",2020,31,NA,NA,0.5 +"1895","Springdale",2020,33,NA,NA,0 +"1896","Springdale",2020,34,NA,NA,0 +"1897","Springdale",2020,35,NA,NA,1 +"1898","Springdale",2020,37,NA,NA,1 +"1899","Springdale",2020,38,NA,NA,0 +"1900","Springdale",2020,39,NA,NA,1 +"1901","Springdale",2020,41,NA,NA,0 +"1902","Springdale",2020,42,NA,NA,0.33 +"1903","Springdale",2020,44,NA,NA,1 +"1904","Springdale",2020,46,NA,NA,1 +"1905","Springdale",2020,47,NA,NA,1 +"1906","Springdale",2020,48,NA,NA,0 +"1907","Springdale",2020,49,NA,NA,1 +"1908","Springdale",2020,50,NA,NA,0.5 +"1909","Springdale",2020,51,NA,NA,0 +"1910","Springdale",2020,52,NA,NA,1 +"1911","Springfield Twp.",2020,2,6,NA,0.5 +"1912","Springfield Twp.",2020,3,5,NA,0.8 +"1913","Springfield Twp.",2020,4,12,NA,0.33 +"1914","Springfield Twp.",2020,5,7,NA,0.57 +"1915","Springfield Twp.",2020,6,7,6,0.86 +"1916","Springfield Twp.",2020,7,NA,NA,0 +"1917","Springfield Twp.",2020,8,8,NA,0.38 +"1918","Springfield Twp.",2020,9,NA,NA,0.67 +"1919","Springfield Twp.",2020,10,NA,NA,0.67 +"1920","Springfield Twp.",2020,11,NA,NA,0.75 +"1921","Springfield Twp.",2020,12,9,NA,0.44 +"1922","Springfield Twp.",2020,13,NA,NA,0.67 +"1923","Springfield Twp.",2020,14,5,NA,0.6 +"1924","Springfield Twp.",2020,15,NA,NA,0.5 +"1925","Springfield Twp.",2020,16,NA,NA,0.25 +"1926","Springfield Twp.",2020,17,6,NA,0.5 +"1927","Springfield Twp.",2020,18,5,5,1 +"1928","Springfield Twp.",2020,19,7,5,0.71 +"1929","Springfield Twp.",2020,20,NA,NA,0.75 +"1930","Springfield Twp.",2020,21,8,5,0.62 +"1931","Springfield Twp.",2020,22,NA,NA,1 +"1932","Springfield Twp.",2020,23,NA,NA,0 +"1933","Springfield Twp.",2020,24,5,NA,0.4 +"1934","Springfield Twp.",2020,25,5,NA,0.6 +"1935","Springfield Twp.",2020,26,6,6,1 +"1936","Springfield Twp.",2020,27,NA,NA,0.5 +"1937","Springfield Twp.",2020,28,NA,NA,0.5 +"1938","Springfield Twp.",2020,29,5,NA,0.4 +"1939","Springfield Twp.",2020,30,6,NA,0.5 +"1940","Springfield Twp.",2020,31,5,NA,0.6 +"1941","Springfield Twp.",2020,32,9,7,0.78 +"1942","Springfield Twp.",2020,33,5,NA,0.6 +"1943","Springfield Twp.",2020,34,6,NA,0.5 +"1944","Springfield Twp.",2020,35,5,NA,0.6 +"1945","Springfield Twp.",2020,36,5,5,1 +"1946","Springfield Twp.",2020,37,7,5,0.71 +"1947","Springfield Twp.",2020,38,NA,NA,0.5 +"1948","Springfield Twp.",2020,39,8,NA,0.5 +"1949","Springfield Twp.",2020,40,NA,NA,0.33 +"1950","Springfield Twp.",2020,41,5,NA,0 +"1951","Springfield Twp.",2020,42,NA,NA,0.67 +"1952","Springfield Twp.",2020,43,5,NA,0.4 +"1953","Springfield Twp.",2020,44,10,6,0.6 +"1954","Springfield Twp.",2020,45,5,NA,0.6 +"1955","Springfield Twp.",2020,46,7,6,0.86 +"1956","Springfield Twp.",2020,47,5,NA,0.6 +"1957","Springfield Twp.",2020,48,NA,NA,0.67 +"1958","Springfield Twp.",2020,49,NA,NA,0.25 +"1959","Springfield Twp.",2020,50,5,NA,0.8 +"1960","Springfield Twp.",2020,51,6,NA,0.33 +"1961","Springfield Twp.",2020,52,7,NA,0.43 +"1962","Springfield Twp.",2020,53,NA,NA,0 +"1963","St. Bernard",2020,2,NA,NA,1 +"1964","St. Bernard",2020,3,NA,NA,1 +"1965","St. Bernard",2020,6,NA,NA,1 +"1966","St. Bernard",2020,9,NA,NA,1 +"1967","St. Bernard",2020,11,NA,NA,0 +"1968","St. Bernard",2020,16,NA,NA,1 +"1969","St. Bernard",2020,20,NA,NA,1 +"1970","St. Bernard",2020,23,NA,NA,1 +"1971","St. Bernard",2020,24,NA,NA,1 +"1972","St. Bernard",2020,25,NA,NA,1 +"1973","St. Bernard",2020,27,NA,NA,0 +"1974","St. Bernard",2020,28,NA,NA,1 +"1975","St. Bernard",2020,29,NA,NA,1 +"1976","St. Bernard",2020,33,NA,NA,0 +"1977","St. Bernard",2020,38,NA,NA,0.5 +"1978","St. Bernard",2020,39,NA,NA,0 +"1979","St. Bernard",2020,40,NA,NA,0 +"1980","St. Bernard",2020,41,NA,NA,1 +"1981","St. Bernard",2020,42,NA,NA,1 +"1982","St. Bernard",2020,49,NA,NA,0 +"1983","St. Bernard",2020,52,NA,NA,1 +"1984","Sycamore Twp.",2020,1,5,5,1 +"1985","Sycamore Twp.",2020,2,NA,NA,0.67 +"1986","Sycamore Twp.",2020,3,NA,NA,1 +"1987","Sycamore Twp.",2020,5,NA,NA,1 +"1988","Sycamore Twp.",2020,7,NA,NA,0 +"1989","Sycamore Twp.",2020,8,NA,NA,0.33 +"1990","Sycamore Twp.",2020,9,NA,NA,0.5 +"1991","Sycamore Twp.",2020,10,NA,NA,0.75 +"1992","Sycamore Twp.",2020,11,NA,NA,0.75 +"1993","Sycamore Twp.",2020,12,NA,NA,0.67 +"1994","Sycamore Twp.",2020,13,NA,NA,0 +"1995","Sycamore Twp.",2020,14,6,NA,0.67 +"1996","Sycamore Twp.",2020,15,NA,NA,0.67 +"1997","Sycamore Twp.",2020,16,NA,NA,0.33 +"1998","Sycamore Twp.",2020,17,NA,NA,0.67 +"1999","Sycamore Twp.",2020,18,NA,NA,1 +"2000","Sycamore Twp.",2020,19,NA,NA,1 +"2001","Sycamore Twp.",2020,20,NA,NA,0.33 +"2002","Sycamore Twp.",2020,21,NA,NA,0.5 +"2003","Sycamore Twp.",2020,23,NA,NA,0.75 +"2004","Sycamore Twp.",2020,25,NA,NA,0.5 +"2005","Sycamore Twp.",2020,26,NA,NA,0.5 +"2006","Sycamore Twp.",2020,27,NA,NA,1 +"2007","Sycamore Twp.",2020,28,NA,NA,0.5 +"2008","Sycamore Twp.",2020,29,NA,NA,0 +"2009","Sycamore Twp.",2020,30,NA,NA,1 +"2010","Sycamore Twp.",2020,31,NA,NA,0.25 +"2011","Sycamore Twp.",2020,32,NA,NA,0 +"2012","Sycamore Twp.",2020,34,NA,NA,0.5 +"2013","Sycamore Twp.",2020,35,NA,NA,0.67 +"2014","Sycamore Twp.",2020,36,NA,NA,1 +"2015","Sycamore Twp.",2020,37,NA,NA,1 +"2016","Sycamore Twp.",2020,38,NA,NA,0.5 +"2017","Sycamore Twp.",2020,39,NA,NA,1 +"2018","Sycamore Twp.",2020,40,NA,NA,0 +"2019","Sycamore Twp.",2020,41,NA,NA,1 +"2020","Sycamore Twp.",2020,42,NA,NA,1 +"2021","Sycamore Twp.",2020,43,NA,NA,1 +"2022","Sycamore Twp.",2020,44,NA,NA,0.5 +"2023","Sycamore Twp.",2020,46,NA,NA,0.5 +"2024","Sycamore Twp.",2020,47,NA,NA,0.67 +"2025","Sycamore Twp.",2020,48,NA,NA,1 +"2026","Sycamore Twp.",2020,49,NA,NA,1 +"2027","Sycamore Twp.",2020,50,NA,NA,1 +"2028","Sycamore Twp.",2020,51,NA,NA,0 +"2029","Sycamore Twp.",2020,52,NA,NA,0.33 +"2030","Symmes Twp.",2020,1,NA,NA,1 +"2031","Symmes Twp.",2020,2,NA,NA,1 +"2032","Symmes Twp.",2020,3,NA,NA,0.5 +"2033","Symmes Twp.",2020,5,NA,NA,0 +"2034","Symmes Twp.",2020,7,NA,NA,1 +"2035","Symmes Twp.",2020,8,NA,NA,1 +"2036","Symmes Twp.",2020,9,NA,NA,0.5 +"2037","Symmes Twp.",2020,12,NA,NA,0.5 +"2038","Symmes Twp.",2020,13,NA,NA,0.33 +"2039","Symmes Twp.",2020,14,NA,NA,0.67 +"2040","Symmes Twp.",2020,15,NA,NA,1 +"2041","Symmes Twp.",2020,17,NA,NA,1 +"2042","Symmes Twp.",2020,18,NA,NA,1 +"2043","Symmes Twp.",2020,19,NA,NA,0.33 +"2044","Symmes Twp.",2020,20,NA,NA,0.67 +"2045","Symmes Twp.",2020,21,NA,NA,0.5 +"2046","Symmes Twp.",2020,23,NA,NA,1 +"2047","Symmes Twp.",2020,24,NA,NA,1 +"2048","Symmes Twp.",2020,25,NA,NA,0.67 +"2049","Symmes Twp.",2020,26,NA,NA,0.5 +"2050","Symmes Twp.",2020,27,NA,NA,0.25 +"2051","Symmes Twp.",2020,29,NA,NA,0.33 +"2052","Symmes Twp.",2020,30,NA,NA,1 +"2053","Symmes Twp.",2020,31,NA,NA,1 +"2054","Symmes Twp.",2020,33,NA,NA,0 +"2055","Symmes Twp.",2020,34,NA,NA,0 +"2056","Symmes Twp.",2020,35,NA,NA,1 +"2057","Symmes Twp.",2020,36,NA,NA,0 +"2058","Symmes Twp.",2020,37,NA,NA,1 +"2059","Symmes Twp.",2020,38,NA,NA,1 +"2060","Symmes Twp.",2020,39,NA,NA,0.5 +"2061","Symmes Twp.",2020,40,NA,NA,0 +"2062","Symmes Twp.",2020,41,NA,NA,0.75 +"2063","Symmes Twp.",2020,42,NA,NA,0.75 +"2064","Symmes Twp.",2020,43,NA,NA,0 +"2065","Symmes Twp.",2020,44,NA,NA,0 +"2066","Symmes Twp.",2020,45,NA,NA,0.67 +"2067","Symmes Twp.",2020,46,NA,NA,0.67 +"2068","Symmes Twp.",2020,48,NA,NA,1 +"2069","Symmes Twp.",2020,49,NA,NA,0 +"2070","Symmes Twp.",2020,51,NA,NA,0.67 +"2071","Symmes Twp.",2020,52,NA,NA,0.5 +"2072","Terrace Park",2020,5,NA,NA,1 +"2073","Terrace Park",2020,8,NA,NA,0.5 +"2074","Terrace Park",2020,9,NA,NA,1 +"2075","Terrace Park",2020,11,NA,NA,0 +"2076","Terrace Park",2020,12,NA,NA,0 +"2077","Terrace Park",2020,13,NA,NA,0.33 +"2078","Terrace Park",2020,14,NA,NA,1 +"2079","Terrace Park",2020,17,NA,NA,0 +"2080","Terrace Park",2020,19,NA,NA,1 +"2081","Terrace Park",2020,22,NA,NA,1 +"2082","Terrace Park",2020,30,NA,NA,0.33 +"2083","Terrace Park",2020,32,NA,NA,1 +"2084","Terrace Park",2020,34,NA,NA,0.5 +"2085","Terrace Park",2020,39,NA,NA,1 +"2086","Terrace Park",2020,47,NA,NA,1 +"2087","Terrace Park",2020,49,NA,NA,1 +"2088","W. Price Hill",2020,1,NA,NA,1 +"2089","W. Price Hill",2020,2,NA,NA,0.33 +"2090","W. Price Hill",2020,3,NA,NA,0 +"2091","W. Price Hill",2020,4,NA,NA,0.5 +"2092","W. Price Hill",2020,7,NA,NA,0 +"2093","W. Price Hill",2020,8,NA,NA,1 +"2094","W. Price Hill",2020,9,NA,NA,0.5 +"2095","W. Price Hill",2020,10,NA,NA,0.5 +"2096","W. Price Hill",2020,11,NA,NA,0 +"2097","W. Price Hill",2020,13,NA,NA,0 +"2098","W. Price Hill",2020,14,NA,NA,0 +"2099","W. Price Hill",2020,15,NA,NA,0.5 +"2100","W. Price Hill",2020,16,NA,NA,0.67 +"2101","W. Price Hill",2020,17,NA,NA,1 +"2102","W. Price Hill",2020,18,NA,NA,0.33 +"2103","W. Price Hill",2020,19,NA,NA,0 +"2104","W. Price Hill",2020,20,NA,NA,0.5 +"2105","W. Price Hill",2020,21,NA,NA,1 +"2106","W. Price Hill",2020,22,NA,NA,1 +"2107","W. Price Hill",2020,23,NA,NA,0 +"2108","W. Price Hill",2020,24,NA,NA,0.75 +"2109","W. Price Hill",2020,25,NA,NA,1 +"2110","W. Price Hill",2020,26,NA,NA,1 +"2111","W. Price Hill",2020,27,NA,NA,0 +"2112","W. Price Hill",2020,28,5,NA,0.4 +"2113","W. Price Hill",2020,29,NA,NA,1 +"2114","W. Price Hill",2020,30,NA,NA,0.75 +"2115","W. Price Hill",2020,31,NA,NA,0.5 +"2116","W. Price Hill",2020,32,NA,NA,0.5 +"2117","W. Price Hill",2020,33,NA,NA,0.67 +"2118","W. Price Hill",2020,34,NA,NA,0 +"2119","W. Price Hill",2020,35,NA,NA,0.67 +"2120","W. Price Hill",2020,36,NA,NA,0.75 +"2121","W. Price Hill",2020,37,NA,NA,1 +"2122","W. Price Hill",2020,39,NA,NA,0 +"2123","W. Price Hill",2020,40,NA,NA,1 +"2124","W. Price Hill",2020,41,NA,NA,0.5 +"2125","W. Price Hill",2020,42,NA,NA,0.67 +"2126","W. Price Hill",2020,43,NA,NA,1 +"2127","W. Price Hill",2020,44,NA,NA,0 +"2128","W. Price Hill",2020,45,NA,NA,1 +"2129","W. Price Hill",2020,46,NA,NA,1 +"2130","W. Price Hill",2020,47,NA,NA,1 +"2131","W. Price Hill",2020,48,NA,NA,0.5 +"2132","W. Price Hill",2020,50,NA,NA,1 +"2133","W. Price Hill",2020,51,NA,NA,0.33 +"2134","W. Price Hill",2020,52,NA,NA,0.67 +"2135","W. Price Hill",2020,53,NA,NA,0 +"2136","Walnut Hills",2020,8,NA,NA,0.33 +"2137","Walnut Hills",2020,9,NA,NA,0 +"2138","Walnut Hills",2020,10,NA,NA,1 +"2139","Walnut Hills",2020,12,NA,NA,0 +"2140","Walnut Hills",2020,13,NA,NA,1 +"2141","Walnut Hills",2020,16,NA,NA,0 +"2142","Walnut Hills",2020,19,NA,NA,1 +"2143","Walnut Hills",2020,20,NA,NA,0 +"2144","Walnut Hills",2020,22,NA,NA,0.33 +"2145","Walnut Hills",2020,23,NA,NA,1 +"2146","Walnut Hills",2020,27,NA,NA,1 +"2147","Walnut Hills",2020,28,NA,NA,0 +"2148","Walnut Hills",2020,29,NA,NA,0.5 +"2149","Walnut Hills",2020,31,NA,NA,1 +"2150","Walnut Hills",2020,32,NA,NA,1 +"2151","Walnut Hills",2020,33,NA,NA,1 +"2152","Walnut Hills",2020,35,NA,NA,1 +"2153","Walnut Hills",2020,36,NA,NA,1 +"2154","Walnut Hills",2020,38,NA,NA,1 +"2155","Walnut Hills",2020,41,NA,NA,0 +"2156","Walnut Hills",2020,52,NA,NA,1 +"2157","West End",2020,9,NA,NA,0 +"2158","West End",2020,10,NA,NA,1 +"2159","West End",2020,11,NA,NA,0 +"2160","West End",2020,12,NA,NA,1 +"2161","West End",2020,13,NA,NA,1 +"2162","West End",2020,17,NA,NA,1 +"2163","West End",2020,28,NA,NA,0.5 +"2164","West End",2020,34,NA,NA,1 +"2165","West End",2020,36,NA,NA,0 +"2166","Westwood",2020,1,NA,NA,1 +"2167","Westwood",2020,2,5,NA,0.6 +"2168","Westwood",2020,3,NA,NA,0 +"2169","Westwood",2020,4,NA,NA,0.5 +"2170","Westwood",2020,5,NA,NA,0.33 +"2171","Westwood",2020,6,NA,NA,0.67 +"2172","Westwood",2020,7,NA,NA,1 +"2173","Westwood",2020,8,NA,NA,1 +"2174","Westwood",2020,9,NA,NA,0.5 +"2175","Westwood",2020,10,NA,NA,0.25 +"2176","Westwood",2020,11,NA,NA,0 +"2177","Westwood",2020,12,6,NA,0.67 +"2178","Westwood",2020,13,NA,NA,1 +"2179","Westwood",2020,14,NA,NA,0.25 +"2180","Westwood",2020,15,NA,NA,0.5 +"2181","Westwood",2020,16,NA,NA,1 +"2182","Westwood",2020,17,NA,NA,0.5 +"2183","Westwood",2020,18,NA,NA,0.5 +"2184","Westwood",2020,19,NA,NA,1 +"2185","Westwood",2020,20,NA,NA,0 +"2186","Westwood",2020,21,NA,NA,0 +"2187","Westwood",2020,22,6,NA,0.33 +"2188","Westwood",2020,23,6,5,0.83 +"2189","Westwood",2020,24,NA,NA,0.33 +"2190","Westwood",2020,25,NA,NA,0 +"2191","Westwood",2020,26,NA,NA,0.5 +"2192","Westwood",2020,27,5,NA,0.4 +"2193","Westwood",2020,28,NA,NA,0.67 +"2194","Westwood",2020,29,5,NA,0.8 +"2195","Westwood",2020,30,8,5,0.62 +"2196","Westwood",2020,31,6,NA,0.67 +"2197","Westwood",2020,32,NA,NA,1 +"2198","Westwood",2020,33,NA,NA,1 +"2199","Westwood",2020,35,NA,NA,0.5 +"2200","Westwood",2020,36,NA,NA,0.5 +"2201","Westwood",2020,37,5,NA,0.4 +"2202","Westwood",2020,38,NA,NA,0.25 +"2203","Westwood",2020,39,NA,NA,0.5 +"2204","Westwood",2020,40,NA,NA,0.33 +"2205","Westwood",2020,41,NA,NA,0.5 +"2206","Westwood",2020,42,NA,NA,0.67 +"2207","Westwood",2020,43,NA,NA,0.5 +"2208","Westwood",2020,44,8,NA,0.38 +"2209","Westwood",2020,45,NA,NA,0.67 +"2210","Westwood",2020,46,7,5,0.71 +"2211","Westwood",2020,47,NA,NA,0.5 +"2212","Westwood",2020,48,5,NA,0.6 +"2213","Westwood",2020,49,5,NA,0.6 +"2214","Westwood",2020,50,NA,NA,0.5 +"2215","Westwood",2020,51,NA,NA,0.5 +"2216","Westwood",2020,52,NA,NA,0.67 +"2217","Whitewater Twp.",2020,1,NA,NA,1 +"2218","Whitewater Twp.",2020,2,NA,NA,1 +"2219","Whitewater Twp.",2020,3,NA,NA,1 +"2220","Whitewater Twp.",2020,4,NA,NA,0 +"2221","Whitewater Twp.",2020,10,NA,NA,1 +"2222","Whitewater Twp.",2020,16,NA,NA,1 +"2223","Whitewater Twp.",2020,19,NA,NA,1 +"2224","Whitewater Twp.",2020,20,NA,NA,0 +"2225","Whitewater Twp.",2020,21,NA,NA,1 +"2226","Whitewater Twp.",2020,24,NA,NA,1 +"2227","Whitewater Twp.",2020,25,NA,NA,0 +"2228","Whitewater Twp.",2020,29,NA,NA,1 +"2229","Whitewater Twp.",2020,33,NA,NA,0.5 +"2230","Whitewater Twp.",2020,37,NA,NA,1 +"2231","Winton Hills",2020,51,NA,NA,1 +"2232","Woodlawn",2020,1,NA,NA,1 +"2233","Woodlawn",2020,7,NA,NA,0 +"2234","Woodlawn",2020,11,NA,NA,1 +"2235","Woodlawn",2020,15,NA,NA,0 +"2236","Woodlawn",2020,17,NA,NA,1 +"2237","Woodlawn",2020,20,NA,NA,0 +"2238","Woodlawn",2020,22,NA,NA,0 +"2239","Woodlawn",2020,24,NA,NA,1 +"2240","Woodlawn",2020,27,NA,NA,0 +"2241","Woodlawn",2020,30,NA,NA,0.5 +"2242","Woodlawn",2020,34,NA,NA,1 +"2243","Woodlawn",2020,38,NA,NA,0 +"2244","Woodlawn",2020,43,NA,NA,1 +"2245","Woodlawn",2020,44,NA,NA,1 +"2246","Woodlawn",2020,45,NA,NA,0 +"2247","Woodlawn",2020,47,NA,NA,1 +"2248","Woodlawn",2020,48,NA,NA,1 +"2249","Woodlawn",2020,49,NA,NA,0.5 +"2250","Woodlawn",2020,52,NA,NA,0 +"2251","Woodlawn",2020,53,NA,NA,1 +"2252","Wyoming",2020,1,NA,NA,0 +"2253","Wyoming",2020,2,NA,NA,1 +"2254","Wyoming",2020,3,NA,NA,0.67 +"2255","Wyoming",2020,4,NA,NA,1 +"2256","Wyoming",2020,7,NA,NA,0.5 +"2257","Wyoming",2020,9,NA,NA,0.33 +"2258","Wyoming",2020,11,NA,NA,0.75 +"2259","Wyoming",2020,13,NA,NA,1 +"2260","Wyoming",2020,15,NA,NA,0 +"2261","Wyoming",2020,16,NA,NA,1 +"2262","Wyoming",2020,17,NA,NA,0.5 +"2263","Wyoming",2020,19,NA,NA,1 +"2264","Wyoming",2020,20,NA,NA,0.5 +"2265","Wyoming",2020,21,NA,NA,0.67 +"2266","Wyoming",2020,22,NA,NA,1 +"2267","Wyoming",2020,24,NA,NA,0.5 +"2268","Wyoming",2020,25,NA,NA,0 +"2269","Wyoming",2020,26,NA,NA,1 +"2270","Wyoming",2020,27,NA,NA,0 +"2271","Wyoming",2020,28,NA,NA,0.5 +"2272","Wyoming",2020,31,NA,NA,0.5 +"2273","Wyoming",2020,32,NA,NA,1 +"2274","Wyoming",2020,33,NA,NA,1 +"2275","Wyoming",2020,34,NA,NA,1 +"2276","Wyoming",2020,35,NA,NA,0.5 +"2277","Wyoming",2020,36,NA,NA,0.67 +"2278","Wyoming",2020,37,NA,NA,1 +"2279","Wyoming",2020,38,NA,NA,0.5 +"2280","Wyoming",2020,41,NA,NA,1 +"2281","Wyoming",2020,42,NA,NA,0.5 +"2282","Wyoming",2020,43,NA,NA,0 +"2283","Wyoming",2020,44,NA,NA,0 +"2284","Wyoming",2020,45,NA,NA,0.75 +"2285","Wyoming",2020,47,NA,NA,0.5 +"2286","Wyoming",2020,48,NA,NA,0 +"2287","Wyoming",2020,49,NA,NA,1 +"2288","Wyoming",2020,50,NA,NA,1 +"2289","Wyoming",2020,52,NA,NA,0 +"2290",NA,2020,9,NA,NA,0.5 +"2291",NA,2020,13,NA,NA,1 +"2292",NA,2020,15,NA,NA,1 +"2293",NA,2020,19,NA,NA,1 +"2294",NA,2020,22,NA,NA,1 +"2295",NA,2020,24,NA,NA,1 +"2296",NA,2020,30,NA,NA,1 +"2297",NA,2020,31,NA,NA,0 +"2298",NA,2020,35,NA,NA,1 +"2299",NA,2020,39,NA,NA,1 +"2300",NA,2020,46,NA,NA,1 +"2301",NA,2020,49,NA,NA,1 diff --git a/weekly_data_report.R b/weekly_data_report.R new file mode 100755 index 0000000..804441b --- /dev/null +++ b/weekly_data_report.R @@ -0,0 +1,132 @@ +#!/usr/local/bin/Rscript + +setwd('/tmp') + +suppressPackageStartupMessages(library(argparser)) +p <- arg_parser('create JFS Neighborhood Report') +p <- add_argument(p,'file_name',help='name of geocoded csv file') +args <- parse_args(p) + +# args <- list() +# args$file_name <- "simulated_jfs_data_geocoded.csv" + +# INTAKE_ID +# SCREENING_DECISION = SCREENED OUT or SCREENED IN +# ALLEGATION_ADDRESS, formatted in a string without punctuation, it includes city, state, and zip code + +message("\nNeighborhood results with < 5 instances have been censored for privacy purposes\n") + +suppressPackageStartupMessages(library(readr)) +suppressPackageStartupMessages(library(tidyverse)) +suppressPackageStartupMessages(library(sf)) +suppressPackageStartupMessages(library(knitr)) + +d <- read_csv(args$file_name, + col_types = cols(INTAKE_ID = col_character(), + SCREENING_DECISION = col_character(), + DECISION_DATE = col_character(), + PERSON_ID = col_character(), + RACE = col_character(), + ADDRESS_START = col_date(), + MANDATED_REPORTER = col_character(), + # REPORTER_PERSON_ID = col_character(), + address_type = col_character(), + address = col_character(), + bad_address = col_logical(), + PO = col_logical(), + lat = col_double(), + lon = col_double(), + score = col_double(), + precision = col_character(), + precise_geocode = col_logical(), + fips_tract_id = col_character(), + fraction_assisted_income = col_double(), + fraction_high_school_edu = col_double(), + median_income = col_double(), + fraction_no_health_ins = col_double(), + fraction_poverty = col_double(), + fraction_vacant_housing = col_double(), + dep_index = col_double() + )) + +### +#d_test <- read.csv('test/simulated_jfs_data_geocoded.csv') +#d <- d_test +### +d <- dplyr::mutate(d, DECISION_DATE = dht::check_dates(DECISION_DATE)) + +# rmarkdown::render(input = '/app/aggregate_data_report.rmd', +# params = list(d = d), +# envir = new.env()) + + +tract_to_neighborhood <- readRDS('/app/tract_to_neighborhood.rds') +neighborhood_shp <- readRDS('/app/ham_neighborhoods_dep_index_shp.rds') + +# # Overall Summary +# date_min <- min(d$DECISION_DATE) +# date_max <- max(d$DECISION_DATE) + +# consider 'SCREENED IN AR' same as 'SCREENED IN' +d <- d %>% + mutate(screened_in = SCREENING_DECISION %in% c("SCREENED IN", "SCREENED IN AR")) + +##Address cleanup - use child if no allegation + +d_missing_alleg_add <- d %>% + filter(address_type == 'ALLEGATION_ADDRESS', + is.na(address)) %>% + select(PERSON_ID:address_type) + +d_fill_in_address <- d %>% + filter(PERSON_ID %in% d_missing_alleg_add$PERSON_ID, + address_type == 'CHILD_ADDRESS') %>% + group_by(PERSON_ID) %>% + arrange(desc(ADDRESS_START)) %>% + slice(1) %>% + select(INTAKE_ID:DECISION_DATE, address:screened_in) + +d_missing_alleg_add <- left_join(d_missing_alleg_add, d_fill_in_address, by = 'PERSON_ID') + +d <- d %>% + filter(address_type == 'ALLEGATION_ADDRESS' & !is.na(address) | + address_type == 'CHILD_ADDRESS') %>% + bind_rows(d_missing_alleg_add) %>% + filter(address_type == 'ALLEGATION_ADDRESS') + +d <- d %>% + filter(!duplicated(INTAKE_ID)) %>% + select( -ADDRESS_START, -address_type) %>% + mutate(week = lubridate::week(DECISION_DATE), + year = lubridate::year(DECISION_DATE)) + +### Weekly Counts +d_neigh <- d %>% + mutate(fips_tract_id = as.character(fips_tract_id)) %>% + left_join(tract_to_neighborhood, by='fips_tract_id') %>% + filter(!is.na(DECISION_DATE)) + +d_neigh <- d_neigh %>% + mutate(neighborhood = ifelse(is.na(lat), 'Missing', neighborhood)) + +screen_neighborhood <- d_neigh %>% + group_by(neighborhood, year, week) %>% + summarize(n_screened_in = sum(screened_in == TRUE, na.rm = TRUE), + n_calls = n(), .groups = "drop") %>% + mutate(screen_in_rate = round(n_screened_in/n_calls,2)) %>% + mutate_at(vars(n_screened_in, n_calls), + ~ifelse(.x < 5, NA, .x)) + +## + +d_csv <- screen_neighborhood %>% + select(`Neighborhood` = neighborhood, + `Year` = year, + `Week` = week, + `Number of Calls` = n_calls, + `Number of Calls Screened In` = n_screened_in, + `Screen-In Rate` = screen_in_rate) + +path <- "/tmp/" +write.csv(d_csv, paste(path,"weekly_report.csv", sep = '')) +