From 0a6d126a4458cf16c33ea4552c568ee99dcf87f4 Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Thu, 19 Oct 2017 21:06:23 -0600 Subject: [PATCH 1/6] Basic starting point --- .gitignore | 4 ++++ CalgaryCrime.Rproj | 13 +++++++++++++ Shiny-Intergration/LoadData.R | 3 +++ 3 files changed, 20 insertions(+) create mode 100644 .gitignore create mode 100644 CalgaryCrime.Rproj create mode 100644 Shiny-Intergration/LoadData.R diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5b6a065 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.Rproj.user +.Rhistory +.RData +.Ruserdata diff --git a/CalgaryCrime.Rproj b/CalgaryCrime.Rproj new file mode 100644 index 0000000..8e3c2eb --- /dev/null +++ b/CalgaryCrime.Rproj @@ -0,0 +1,13 @@ +Version: 1.0 + +RestoreWorkspace: Default +SaveWorkspace: Default +AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX diff --git a/Shiny-Intergration/LoadData.R b/Shiny-Intergration/LoadData.R new file mode 100644 index 0000000..3baceaf --- /dev/null +++ b/Shiny-Intergration/LoadData.R @@ -0,0 +1,3 @@ +#Fix for rjava issue in linux +#https://stackoverflow.com/questions/28462302/libjvm-so-cannot-open-shared-object-file-no-such-file-or-directory + From 8a074bdef2a7bd19115021782e1522f3694f769a Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Thu, 19 Oct 2017 23:13:09 -0600 Subject: [PATCH 2/6] Fixed the xlsx reading and minp --- Shiny-Intergration/LoadData.R | 79 ++++++ .../2017 Community Crime Statistics.xls | Bin 0 -> 2574848 bytes ...17_Census_Results_Community_Population.csv | 249 ++++++++++++++++++ 3 files changed, 328 insertions(+) create mode 100644 Shiny-Intergration/RawData/2017 Community Crime Statistics.xls create mode 100644 Shiny-Intergration/RawData/2017_Census_Results_Community_Population.csv diff --git a/Shiny-Intergration/LoadData.R b/Shiny-Intergration/LoadData.R index 3baceaf..35bf5d8 100644 --- a/Shiny-Intergration/LoadData.R +++ b/Shiny-Intergration/LoadData.R @@ -1,3 +1,82 @@ #Fix for rjava issue in linux #https://stackoverflow.com/questions/28462302/libjvm-so-cannot-open-shared-object-file-no-such-file-or-directory +library(xlsx) +library(dplyr) +library(tidyr) +library(readr) + +xlsx_dir <- "Shiny-Intergration/RawData" + +list_file_xls <- list.files(path = getwd(), pattern = "xls$",recursive = TRUE,full.names = TRUE) +list_file_csv <- list.files(path = paste0(getwd(),'/','Shiny-Intergration'), pattern = "csv$",recursive = TRUE,full.names = TRUE) + +#for now just grab the first item in the list +#but this could be migrated to grab the latest + +#this is really slow with na.strings +#https://cran.r-project.org/web/packages/XLConnect/vignettes/XLConnect.pdf +#might be a valid replacement +CalgaryCrime <- read.xlsx(file = list_file_xls [1],sheetIndex = 2,startRow = 2,na.strings = c(""), stringsAsFactors = FALSE ) +colnames(CalgaryCrime)[1:2] <- c("Category","Community") +CalgaryCrime[is.na(CalgaryCrime)] <- 0 + +#run a for loop across the columnsize to fix the names +names <- colnames(CalgaryCrime) +names <- names[3:length(names)] + +intialYear <- 2012 +j <- 1 + + +for (i in 1:length(names)) { + + + + if(j < 10){ + names[i] <- paste0('0',j,'/01/',intialYear) + + }else{ + names[i] <- paste0(j,'/01/',intialYear) + } + + if(j == 12){ + intialYear <- intialYear + 1 + j <- 1 + }else{ + j <- (j +1) + } + + + + +} + +colnames(CalgaryCrime)[3:ncol(CalgaryCrime)] <- names + +#Applying data minp based on the work of Marc Boulet & Calgary R User Group + +CalgaryCrime <- select(CalgaryCrime, -71:-75) # remove unused columns +CalgaryCrimeTidy <- CalgaryCrime %>% gather(Date, Cases, 3:70) # move data columns into one column +CalgaryCrimeTidy$Date <- as.Date(CalgaryCrimeTidy$Date, format = "%m/%d/%Y") # convert Date column to date format + +CalgaryCensus <- read_csv(list_file_csv[1]) +CalgaryCensus$AvgPop <- rowMeans(subset(CalgaryCensus, select = c(2:6))) # calc 5 yr pop average +CalgaryData <- left_join(CalgaryCrimeTidy, CalgaryCensus, by = "Community") # add pop data to crime data + +CatTotal <- CalgaryData %>% + group_by(Category) %>% + summarise(TotalByCategory = sum(Cases)) %>% + arrange(desc(TotalByCategory)) + +CasesTotal <- CalgaryData %>% + group_by(Community) %>% + summarise(TotalByCommunity = sum(Cases)) %>% + arrange(desc(TotalByCommunity)) + + + + + + + diff --git a/Shiny-Intergration/RawData/2017 Community Crime Statistics.xls b/Shiny-Intergration/RawData/2017 Community Crime Statistics.xls new file mode 100644 index 0000000000000000000000000000000000000000..faa7017854afeb220f0c68a15413fe6cd0204fe6 GIT binary patch literal 2574848 zcmeFadwg9-bv8VbZ}MH1Wk5256=`606*_X}40o>iW3xUwS>a})!~fbWTe<*gg?pdX`HVrfxYh1+ z;92E2W+_1aoF1XWf9O-{0Muofa@()o3-?toS%oH?ky!`ub?d)4>to9Zd z6|U7y-P#H_`xY3L?v7h4LTDzg5!tI!n%k*1fd=6GMH4WO>-YMlEM(ZsxcHaV{ z!nIA=mh)xW@=$E)!?CSbU^GnKFV4-mg&gjd{gUT`38Z+;t)5=zW;nR;`iAtkqi6095mvida2WZ@n>L5_ky|}|Et1{R-DXTy 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b/Shiny-Intergration/RawData/2017_Census_Results_Community_Population.csv @@ -0,0 +1,249 @@ +Community,2013,2014,2015,2016,2017 +ABBEYDALE ,"6,074","6,071","6,167","5,912","6,043" +ACADIA ,"10,947","10,969","11,053","10,767","10,660" +ALBERT PARK/RADISSON HEIGHTS ,"6,049","6,529","6,611","6,673","6,745" +ALTADORE ,"9,289","9,518","9,867","6,676","6,795" +ALYTH/BONNYBROOK ,0,0,11,0,0 +APPLEWOOD PARK ,"6,579","6,864","6,863","6,764","6,921" +ARBOUR LAKE ,"10,892","10,987","10,947","10,921","10,713" +ASPEN WOODS,"6,371","7,496","8,271","9,055","9,212" +AUBURN BAY ,"8,825","11,127","13,191","14,559","16,429" +BANFF TRAIL ,"4,136","4,204","4,335","4,189","4,092" +BANKVIEW ,"5,217","5,416","5,516","5,158","5,090" +BAYVIEW ,662,669,648,665,638 +BEDDINGTON HEIGHTS ,"11,721","11,867","11,973","11,792","11,694" +BEL-AIRE ,442,434,402,408,410 +BELTLINE ,"20,194","21,357","21,939","21,958","23,219" +BELVEDERE,,,,,46 +BONAVISTA DOWNS ,919,956,971,923,911 +BOWNESS ,"11,001","11,611","11,235","11,010","10,895" +BRAESIDE ,"5,799","5,960","6,049","5,985","5,960" +BRENTWOOD ,"6,076","6,206","6,941","7,133","7,132" +BRIDGELAND/RIVERSIDE ,"5,526","5,962","6,010","6,052","6,332" +BRIDLEWOOD ,"12,353","12,588","13,045","12,711","12,696" +BRITANNIA ,753,722,711,717,668 +BURNS INDUSTRIAL ,0,0,0,0,0 +CALGARY INTERNATIONAL AIRPORT ,0,0,0,0,0 +CAMBRIAN HEIGHTS ,"2,056","2,090","2,150","2,107","2,075" +CANYON MEADOWS ,"7,822","7,838","7,949","7,855","7,553" +CAPITOL HILL ,"4,169","4,413","4,465","4,571","4,459" +CARRINGTON,,,,0,0 +CASTLERIDGE ,"6,364","6,396","6,475","6,305","6,181" +CEDARBRAE ,"6,236","6,271","6,308","6,177","6,075" +CFB - CURRIE,268,414,502,0,0 +CFB - LINCOLN PARK PMQ,"2,003","2,065","2,031",0,0 +CHAPARRAL ,"11,950","12,407","13,000","13,013","12,964" +CHARLESWOOD ,"3,539","3,646","3,669","3,639","3,582" +CHINATOWN ,"1,596","1,836","1,906","2,104","2,124" +CHINOOK PARK ,"1,701","1,708","1,702","1,687","1,663" +CHRISTIE PARK ,"2,209","2,217","2,162","2,153","2,148" +CITADEL ,"10,285","10,391","10,517","10,509","10,293" +CITYSCAPE ,0,0,627,"1,551","2,529" +CLIFF BUNGALOW ,"1,952","2,049","2,125","1,925","1,796" +COACH HILL ,"3,229","3,303","3,301","3,317","3,271" +COLLINGWOOD ,"2,245","2,300","2,300","2,235","2,216" +COPPERFIELD,"8,942","9,966","11,434","12,571","13,017" +CORAL SPRINGS ,"5,939","6,018","5,853","5,831","5,792" +CORNERSTONE,,,,0,54 +COUGAR RIDGE,"5,985","6,702","6,954","7,015","7,072" +COUNTRY HILLS ,"3,762","3,787","3,835","3,829","3,806" +COUNTRY HILLS VILLAGE ,"2,618","2,710","2,691","2,689","2,596" +COVENTRY HILLS ,"16,580","16,941","17,546","17,459","17,564" +CRANSTON ,"13,435","15,354","17,185","18,013","18,559" +CRESCENT HEIGHTS ,"6,215","6,235","6,380","6,097","6,197" +CRESTMONT ,"1,505","1,514","1,542","1,538","1,540" +CURRIE BARRACKS,,,,729,857 +DALHOUSIE ,"9,026","9,186","9,362","9,111","8,992" +DEER RIDGE ,"4,173","4,165","4,316","4,110","4,086" +DEER RUN ,"5,356","5,335","5,319","5,182","5,111" +DIAMOND COVE ,680,713,711,727,727 +DISCOVERY RIDGE ,"4,332","4,462","4,401","4,331","4,268" +DOUGLASDALE/GLEN ,"12,101","12,952","12,714","12,697","12,745" +DOVER ,"10,519","11,024","10,970","10,928","10,484" +DOWNTOWN COMMERCIAL CORE ,"8,426","8,999","9,083","8,758","8,477" +DOWNTOWN EAST VILLAGE ,"2,775","2,705","2,838","3,242","3,480" +DOWNTOWN WEST END ,"2,278","2,287","2,501","2,344","2,456" +EAGLE RIDGE ,435,500,534,474,477 +EAST FAIRVIEW INDUSTRIAL ,0,13,0,15,0 +EAST SHEPARD INDUSTRIAL ,0,0,0,0,0 +EAU CLAIRE ,"1,728","1,886","1,683","1,666","1,494" +EDGEMONT ,"15,972","16,052","15,986","15,708","15,701" +ELBOW PARK ,"3,448","3,126","3,304","3,328","3,360" +ELBOYA ,"1,790","1,736","1,849","1,810","1,783" +ERIN WOODS,"7,151","7,146","7,309","7,034","6,974" +ERLTON ,"1,241","1,210","1,280","1,251","1,307" +EVANSTON,"8,274","10,030","12,883","14,264","15,885" +EVERGREEN ,"20,809","21,386","21,700","21,394","21,439" +FAIRVIEW ,"3,770","3,837","3,830","3,847","3,686" +FAIRVIEW INDUSTRIAL ,0,0,0,0,0 +FALCONRIDGE ,"10,637","10,840","11,088","10,881","10,352" +FISH CREEK PARK ,,,,,0 +FOOTHILLS ,326,343,356,304,265 +FOREST HEIGHTS ,"6,321","6,511","6,648","6,538","6,406" +FOREST LAWN ,"7,757","8,037","8,179","7,711","7,772" +FOREST LAWN INDUSTRIAL ,138,133,131,129,105 +FRANKLIN ,0,0,0,0,0 +GARRISON GREEN,,,,"2,066","2,093" +GARRISON WOODS,,,,"3,188","3,179" +GLAMORGAN ,"6,366","6,486","6,432","6,457","6,385" +GLENBROOK ,"7,001","7,202","7,599","7,189","7,209" +GLENDALE ,"2,735","2,739","2,794","2,809","2,768" +GLENMORE PARK ,0,0,0,0,0 +GOLDEN TRIANGLE ,0,0,0,0,0 +GREENVIEW ,"2,043","2,142","2,113","1,977","2,036" +GREENVIEW INDUSTRIAL PARK ,0,0,130,145,146 +GREENWOOD/GREENBRIAR ,944,950,957,921,912 +HAMPTONS ,"7,846","7,775","7,767","7,706","7,567" +HARVEST HILLS ,"7,465","7,594","7,593","7,568","7,302" +HAWKWOOD ,"9,801","9,773","9,828","9,697","9,512" +HAYSBORO ,"7,009","7,240","7,255","7,086","7,076" +HIDDEN VALLEY ,"11,824","11,874","11,900","11,869","11,708" +HIGHLAND PARK ,"3,706","3,965","4,139","4,014","3,998" +HIGHWOOD ,"2,214","2,229","2,314","2,329","2,233" +HILLHURST ,"6,357","6,497","6,737","6,737","6,648" +HORIZON ,33,69,45,42,27 +HOUNSFIELD HEIGHTS/BRIAR HILL ,"3,007","2,921","2,972","2,972","3,016" +HUNTINGTON HILLS ,"13,566","13,536","13,781","13,497","13,154" +INGLEWOOD ,"3,618","3,647","3,935","3,865","4,008" +KELVIN GROVE ,"2,411","2,385","2,234","2,361","2,311" +KILLARNEY/GLENGARRY ,"6,870","7,231","7,677","7,463","7,423" +KINCORA ,"5,088","5,398","5,974","6,166","6,363" +KINGSLAND ,"4,568","4,812","4,733","4,699","4,667" +LAKE BONAVISTA ,"10,537","10,502","10,529","10,478","10,419" +LAKEVIEW ,"5,417","5,476","5,451","5,457","5,535" +LEGACY ,0,351,"1,303","2,359","3,919" +LINCOLN PARK ,"2,561","2,623","2,726","2,689","2,441" +LIVINGSTON,,,0,0,0 +MACEWAN ,"5,088","5,053","5,029","4,932","4,930" +MAHOGANY ,"1,913","2,660","4,960","7,000","8,444" +MANCHESTER ,640,"1,332","1,055","1,013","1,052" +MANCHESTER INDUSTRIAL ,0,0,0,0,0 +MAPLE RIDGE ,"1,921","1,936","1,938","1,953","1,937" +MARLBOROUGH ,"8,634","8,989","9,080","8,784","9,226" +MARLBOROUGH PARK ,"8,393","8,741","8,878","8,711","8,673" +MARTINDALE ,"14,084","14,761","15,055","14,877","14,708" +MAYFAIR ,485,473,478,450,431 +MAYLAND ,0,0,0,0,0 +MAYLAND HEIGHTS ,"5,920","6,357","6,157","5,919","5,808" +MCKENZIE LAKE ,"14,162","14,189","14,008","13,709","13,616" +MCKENZIE TOWNE ,"17,059","17,737","18,029","18,124","18,106" +MEADOWLARK PARK ,624,632,651,659,665 +MIDNAPORE ,"6,962","6,956","7,183","7,099","7,320" +MILLRISE ,"6,915","7,052","7,041","6,886","6,990" +MISSION ,"4,293","4,350","4,494","4,430","4,583" +MONTEREY PARK ,"10,592","10,703","10,835","10,671","10,670" +MONTGOMERY ,"3,958","4,104","4,246","4,358","4,353" +MOUNT PLEASANT ,"4,872","5,442","5,617","5,665","5,811" +MOUNT ROYAL LOWER ,"3,263","3,319","3,480","3,365","3,239" +NEW BRIGHTON,"9,628","10,628","11,229","12,060","12,548" +NOLAN HILL ,147,550,"1,723","3,756","5,312" +NORTH AIRWAYS ,0,0,15,0,0 +NORTH GLENMORE PARK ,"2,333","2,380","2,386","2,398","2,396" +NORTH HAVEN ,"2,367","2,434","2,473","2,440","2,376" +NORTH HAVEN UPPER ,627,637,624,620,620 +OAKRIDGE ,"5,660","5,650","5,759","5,734","5,667" +OGDEN ,"8,826","8,918","8,847","8,714","8,558" +PALLISER ,"3,390","3,437","3,516","3,490","3,484" +PANORAMA HILLS ,"23,605","25,130","25,993","25,729","25,925" +PARKDALE ,"2,301","2,341","2,393","2,412","2,565" +PARKHILL ,"1,600","1,605","1,686","1,697","1,690" +PARKLAND ,"3,782","3,769","3,780","3,677","3,685" +PATTERSON ,"4,269","4,350","4,308","4,258","4,128" +PEGASUS ,0,0,0,0,0 +PENBROOKE MEADOWS ,"8,139","8,760","8,864","8,594","8,324" +PINERIDGE ,"9,866","10,122","10,212","9,939","9,741" +POINT MCKAY ,"1,330","1,348","1,334","1,364","1,354" +PUMP HILL ,"1,681","1,666","1,705","1,671","1,649" +QUEENSLAND ,"4,863","4,984","4,956","4,823","4,787" +QUEENS PARK VILLAGE ,460,478,486,465,430 +RAMSAY ,"2,074","2,157","2,201","2,116","2,110" +RANCHLANDS ,"7,775","7,926","7,873","7,731","7,629" +RED CARPET ,"1,583","1,705","1,668","1,727","1,605" +REDSTONE ,174,824,"1,944","2,374","3,392" +RENFREW ,"5,936","6,045","6,550","6,436","6,397" +RICHMOND ,"4,361","4,551","4,663","4,705","4,781" +RIDEAU PARK ,648,498,623,616,597 +RIVERBEND ,"9,682","9,696","9,612","9,430","9,338" +ROCKY RIDGE ,"7,857","8,182","8,229","8,268","8,381" +ROSEDALE ,"1,514","1,579","1,653","1,490","1,536" +ROSEMONT ,"1,268","1,241","1,276","1,240","1,234" +ROSSCARROCK ,"3,297","3,408","3,447","3,639","3,527" +ROXBORO ,405,243,402,391,390 +ROYAL OAK ,"10,969","11,650","11,749","11,705","11,682" +RUNDLE ,"11,481","11,542","11,946","11,733","11,558" +RUTLAND PARK ,"2,224","2,276","2,344","2,328","2,370" +SADDLE RIDGE ,"15,221","17,775","18,994","19,256","19,911" +SADDLE RIDGE INDUSTRIAL ,32,62,17,0,20 +SAGE HILL ,"2,967","3,900","4,578","5,493","6,083" +SANDSTONE VALLEY ,"6,212","6,190","6,103","6,033","5,965" +SCARBORO ,894,919,917,909,915 +SCARBORO/SUNALTA WEST ,407,410,390,385,406 +SCENIC ACRES ,"8,579","8,595","8,542","8,399","8,251" +SECTION 23 ,0,0,0,0,0 +SETON ,,0,0,349,350 +SHAGANAPPI ,"1,520","1,530","1,603","1,560","1,693" +SHAWNEE SLOPES ,"1,586","1,580","1,597","1,573","1,625" +SHAWNESSY ,"9,475","9,602","9,546","9,411","9,448" +SHEPARD INDUSTRIAL ,258,262,263,273,248 +SHERWOOD ,"3,111","3,778","4,200","4,896","5,312" +SIGNAL HILL ,"13,878","13,763","13,613","13,616","13,533" +SILVERADO ,"5,929","6,305","6,827","6,763","6,907" +SILVER SPRINGS ,"8,926","8,900","8,959","8,875","8,774" +SKYVIEW RANCH ,"4,509","6,278","7,333","8,578","10,043" +SOMERSET ,"8,523","8,751","8,717","8,596","8,546" +SOUTH AIRWAYS ,0,0,0,0,0 +SOUTH CALGARY ,"3,644","3,959","3,954","4,118","4,038" +SOUTH FOOTHILLS ,0,0,0,0,0 +SOUTHVIEW ,"1,933","1,815","1,874","1,845","1,841" +SOUTHWOOD ,"6,291","6,357","6,420","6,282","6,214" +SPRINGBANK HILL ,"9,186","9,640","9,874","9,995","9,985" +SPRUCE CLIFF ,"4,157","4,488","4,677","4,583","4,562" +ST. ANDREWS HEIGHTS ,"1,602","1,688","1,763","1,729","1,717" +STARFIELD ,0,0,0,0,0 +STONEY 1 ,0,17,0,0,13 +STONEY 2 ,0,0,0,15,26 +STONEY 4 ,0,0,0,0,0 +STRATHCONA PARK ,"6,958","7,140","7,089","7,083","7,043" +SUNALTA ,"3,271","3,395","3,454","3,333","3,192" +SUNDANCE ,"10,378","10,364","10,216","10,040","9,994" +SUNNYSIDE ,"3,706","3,848","3,852","3,990","4,206" +SUNRIDGE ,65,96,86,58,46 +TARADALE ,"17,643","18,681","19,223","18,852","18,925" +TEMPLE ,"11,048","11,303","11,433","11,142","11,162" +THORNCLIFFE ,"8,788","8,838","8,931","8,851","8,474" +TUSCANY ,"19,307","19,465","19,737","19,662","19,659" +TUXEDO PARK ,"4,898","4,878","5,119","4,988","4,983" +UNIVERSITY DISTRICT,,,,780,667 +UNIVERSITY HEIGHTS ,"3,018","3,016","3,020","2,876","2,751" +UNIVERSITY OF CALGARY ,"2,812","2,841","2,968","2,248","2,057" +UPPER MOUNT ROYAL ,"2,624","2,609","2,510","2,513","2,467" +VALLEYFIELD ,0,0,0,0,0 +VALLEY RIDGE ,"5,276","5,518","5,702","5,659","5,622" +VARSITY ,"12,265","12,553","12,669","12,612","12,525" +VISTA HEIGHTS ,"2,256","2,336","2,444","2,286","2,302" +WALDEN ,"1,617","2,181","3,076","3,859","4,669" +WESTGATE ,"3,123","3,219","3,201","3,172","3,193" +WEST HILLHURST ,"5,967","6,299","6,409","6,449","6,338" +WEST SPRINGS,"8,575","9,086","9,529","9,785","10,031" +WHITEHORN ,"12,035","12,326","12,421","12,374","11,985" +WILDWOOD ,"2,631","2,700","2,679","2,583","2,629" +WILLOW PARK ,"5,359","5,440","5,423","5,353","5,356" +WINDSOR PARK ,"4,121","4,417","4,501","4,351","4,270" +WINSTON HEIGHTS/MOUNTVIEW ,"3,858","3,845","4,035","3,844","3,835" +WOODBINE ,"9,174","9,162","9,145","8,998","8,959" +WOODLANDS ,"6,202","6,237","6,229","6,105","6,111" +RESIDUAL WARD 1,320,354,518,349,381 +RESIDUAL WARD 2,"1,186","1,451","1,151","1,167","1,261" +RESIDUAL WARD 3,67,66,72,61,36 +RESIDUAL WARD 4,7,0,0,0,0 +RESIDUAL WARD 5,30,32,28,23,21 +RESIDUAL WARD 6,45,41,42,38,39 +RESIDUAL WARD 7,0,0,0,0,0 +RESIDUAL WARD 8,0,0,0,0,0 +RESIDUAL WARD 9,52,49,29,40,755 +RESIDUAL WARD 10,785,785,831,805,47 +RESIDUAL WARD 11,5,4,5,0,6 +RESIDUAL WARD 12,325,320,312,294,317 +RESIDUAL WARD 13,70,62,56,54,98 +RESIDUAL WARD 14,65,62,68,50,0 +,"1,149,552","1,195,194","1,230,915","1,235,171","1,246,337" From e24d18ea0a8c12bcb0d5eb8f5b9884d31730c7fc Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Fri, 20 Oct 2017 09:56:14 -0600 Subject: [PATCH 3/6] local changes --- .gitignore | 4 ++++ Shiny/LoadData.R | 9 +++++++++ .../2017 Community Crime Statistics.xls | Bin 0 -> 2574848 bytes Shiny/Shiny.Rproj | 13 +++++++++++++ 4 files changed, 26 insertions(+) create mode 100644 .gitignore create mode 100644 Shiny/LoadData.R create mode 100644 Shiny/RawData/2017 Community Crime Statistics.xls create mode 100644 Shiny/Shiny.Rproj diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..5b6a065 --- /dev/null +++ b/.gitignore @@ -0,0 +1,4 @@ +.Rproj.user +.Rhistory +.RData +.Ruserdata diff --git a/Shiny/LoadData.R b/Shiny/LoadData.R new file mode 100644 index 0000000..2227f4f --- /dev/null +++ b/Shiny/LoadData.R @@ -0,0 +1,9 @@ +options(java.parameters = "- Xmx1024m") + +library(xlsx) +library(data.table) + + +#read base sheets +#Skiping the required rows +base_crime <- data.table(read.xlsx("2017 Community Crime Statistics.xls", sheetName = "",encoding = "UTF-8",stringsAsFactors = FALSE)) \ No newline at end of file diff --git a/Shiny/RawData/2017 Community Crime Statistics.xls b/Shiny/RawData/2017 Community Crime Statistics.xls new file mode 100644 index 0000000000000000000000000000000000000000..faa7017854afeb220f0c68a15413fe6cd0204fe6 GIT binary patch literal 2574848 zcmeFadwg9-bv8VbZ}MH1Wk5256=`606*_X}40o>iW3xUwS>a})!~fbWTe<*gg?pdX`HVrfxYh1+ z;92E2W+_1aoF1XWf9O-{0Muofa@()o3-?toS%oH?ky!`ub?d)4>to9Zd z6|U7y-P#H_`xY3L?v7h4LTDzg5!tI!n%k*1fd=6GMH4WO>-YMlEM(ZsxcHaV{ z!nIA=mh)xW@=$E)!?CSbU^GnKFV4-mg&gjd{gUT`38Z+;t)5=zW;nR;`iAtkqi6095mvida2WZ@n>L5_ky|}|Et1{R-DXTy 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+AlwaysSaveHistory: Default + +EnableCodeIndexing: Yes +UseSpacesForTab: Yes +NumSpacesForTab: 2 +Encoding: UTF-8 + +RnwWeave: Sweave +LaTeX: pdfLaTeX From 6d2b34d15286ddd5491deee83b57fdac30aca0fc Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Fri, 20 Oct 2017 10:05:15 -0600 Subject: [PATCH 4/6] Fixed the gitigore file --- .gitignore | 37 +++++++++++++++++- Shiny/LoadData.R | 9 ----- .../2017 Community Crime Statistics.xls | Bin 2574848 -> 0 bytes Shiny/Shiny.Rproj | 13 ------ 4 files changed, 36 insertions(+), 23 deletions(-) delete mode 100644 Shiny/LoadData.R delete mode 100644 Shiny/RawData/2017 Community Crime Statistics.xls delete mode 100644 Shiny/Shiny.Rproj diff --git a/.gitignore b/.gitignore index 5b6a065..bb0e661 100644 --- a/.gitignore +++ b/.gitignore @@ -1,4 +1,39 @@ -.Rproj.user + +# History files +.Rhistory +.Rapp.history + +# Session Data files +.RData + +# Example code in package build process +*-Ex.R + +# Output files from R CMD build +/*.tar.gz + +# Output files from R CMD check +/*.Rcheck/ + +# RStudio files +.Rproj.user/ + +# produced vignettes +vignettes/*.html +vignettes/*.pdf + +# OAuth2 token, see https://github.com/hadley/httr/releases/tag/v0.3 +.httr-oauth + +# knitr and R markdown default cache directories +/*_cache/ +/cache/ + +# Temporary files created by R markdown +*.utf8.md +*.knit.md + +*.Rproj .Rhistory .RData .Ruserdata diff --git a/Shiny/LoadData.R b/Shiny/LoadData.R deleted file mode 100644 index 2227f4f..0000000 --- a/Shiny/LoadData.R +++ /dev/null @@ -1,9 +0,0 @@ -options(java.parameters = "- Xmx1024m") - -library(xlsx) -library(data.table) - - -#read base sheets -#Skiping the required rows -base_crime <- data.table(read.xlsx("2017 Community Crime Statistics.xls", sheetName = "",encoding = "UTF-8",stringsAsFactors = FALSE)) \ No newline at end of file diff --git a/Shiny/RawData/2017 Community Crime Statistics.xls b/Shiny/RawData/2017 Community Crime Statistics.xls deleted file mode 100644 index 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-EnableCodeIndexing: Yes -UseSpacesForTab: Yes -NumSpacesForTab: 2 -Encoding: UTF-8 - -RnwWeave: Sweave -LaTeX: pdfLaTeX From 1b5966900668c0665ab00b0e5fd989027c2d5068 Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Thu, 14 Dec 2017 11:28:01 -0700 Subject: [PATCH 5/6] Added crime total interaction --- .gitignore | 1 + Shiny-Intergration/LoadData.R | 130 +++++++++++++----- .../RawData/Community Boundaries.geojson | 5 + ...t_48183217-cea2-47fe-bb74-c513d0cfd1fe.dbf | Bin 0 -> 470773 bytes ...t_48183217-cea2-47fe-bb74-c513d0cfd1fe.prj | 1 + ...t_48183217-cea2-47fe-bb74-c513d0cfd1fe.shp | Bin 0 -> 1150804 bytes ...t_48183217-cea2-47fe-bb74-c513d0cfd1fe.shx | Bin 0 -> 2516 bytes Shiny-Intergration/global.R | 60 ++++++++ Shiny-Intergration/server.R | 64 +++++++++ Shiny-Intergration/ui.R | 45 ++++++ Shiny-Intergration/www/crime.css | 5 + 11 files changed, 278 insertions(+), 33 deletions(-) create mode 100644 Shiny-Intergration/RawData/Community Boundaries.geojson create mode 100644 Shiny-Intergration/RawData/geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe.dbf create mode 100644 Shiny-Intergration/RawData/geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe.prj create mode 100644 Shiny-Intergration/RawData/geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe.shp create mode 100644 Shiny-Intergration/RawData/geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe.shx create mode 100644 Shiny-Intergration/global.R create mode 100644 Shiny-Intergration/server.R create mode 100644 Shiny-Intergration/ui.R create mode 100644 Shiny-Intergration/www/crime.css diff --git a/.gitignore b/.gitignore index bb0e661..239bec0 100644 --- a/.gitignore +++ b/.gitignore @@ -37,3 +37,4 @@ vignettes/*.pdf .Rhistory .RData .Ruserdata +.Rproj.user diff --git a/Shiny-Intergration/LoadData.R b/Shiny-Intergration/LoadData.R index 35bf5d8..58ec76c 100644 --- a/Shiny-Intergration/LoadData.R +++ b/Shiny-Intergration/LoadData.R @@ -5,11 +5,46 @@ library(xlsx) library(dplyr) library(tidyr) library(readr) +library(rgdal) + +f_dowle3 = function(DT) { + + # or by number (slightly faster than by name) : + for (j in seq_len(ncol(DT))) + set(DT,which(is.na(DT[[j]])),j,0) +} xlsx_dir <- "Shiny-Intergration/RawData" +working_dir <- getwd() + +list_file_xls <- + list.files( + path = working_dir, + pattern = "xls$", + recursive = TRUE, + full.names = TRUE + ) +list_file_csv <- + list.files( + path = paste0(working_dir, '/', 'RawData'), + pattern = "csv$", + recursive = TRUE, + full.names = TRUE + ) +list.files( + path = paste0(working_dir, '/', 'RawData'), + pattern = "shp$", + recursive = TRUE, + full.names = TRUE +) +shapefiles <- + list.files( + path = paste0(working_dir, '/', 'RawData'), + pattern = "shp$", + recursive = TRUE, + full.names = TRUE + ) -list_file_xls <- list.files(path = getwd(), pattern = "xls$",recursive = TRUE,full.names = TRUE) -list_file_csv <- list.files(path = paste0(getwd(),'/','Shiny-Intergration'), pattern = "csv$",recursive = TRUE,full.names = TRUE) #for now just grab the first item in the list #but this could be migrated to grab the latest @@ -17,11 +52,18 @@ list_file_csv <- list.files(path = paste0(getwd(),'/','Shiny-Intergration'), pat #this is really slow with na.strings #https://cran.r-project.org/web/packages/XLConnect/vignettes/XLConnect.pdf #might be a valid replacement -CalgaryCrime <- read.xlsx(file = list_file_xls [1],sheetIndex = 2,startRow = 2,na.strings = c(""), stringsAsFactors = FALSE ) -colnames(CalgaryCrime)[1:2] <- c("Category","Community") +CalgaryCrime <- + read.xlsx( + file = list_file_xls[1], + sheetIndex = 2, + startRow = 2, + na.strings = c(""), + stringsAsFactors = FALSE + ) +colnames(CalgaryCrime)[1:2] <- c("Category", "Community") CalgaryCrime[is.na(CalgaryCrime)] <- 0 -#run a for loop across the columnsize to fix the names +#run a for loop across the columnsize to fix the names names <- colnames(CalgaryCrime) names <- names[3:length(names)] @@ -30,53 +72,75 @@ j <- 1 for (i in 1:length(names)) { - - - - if(j < 10){ - names[i] <- paste0('0',j,'/01/',intialYear) - - }else{ - names[i] <- paste0(j,'/01/',intialYear) - } + if (j < 10) { + names[i] <- paste0('0', j, '/01/', intialYear) - if(j == 12){ - intialYear <- intialYear + 1 - j <- 1 - }else{ - j <- (j +1) - } - - + } else{ + names[i] <- paste0(j, '/01/', intialYear) + } + if (j == 12) { + intialYear <- intialYear + 1 + j <- 1 + } else{ + j <- (j + 1) + } } -colnames(CalgaryCrime)[3:ncol(CalgaryCrime)] <- names +tmpnames <- colnames(CalgaryCrime) +tmpnames[3:ncol(CalgaryCrime)] <- names +colnames(CalgaryCrime) <- tmpnames -#Applying data minp based on the work of Marc Boulet & Calgary R User Group -CalgaryCrime <- select(CalgaryCrime, -71:-75) # remove unused columns -CalgaryCrimeTidy <- CalgaryCrime %>% gather(Date, Cases, 3:70) # move data columns into one column -CalgaryCrimeTidy$Date <- as.Date(CalgaryCrimeTidy$Date, format = "%m/%d/%Y") # convert Date column to date format +#Applying data minp based on the work of Marc Boulet & Calgary R User Group +CalgaryCrime <- + select(CalgaryCrime,-71:-75) # remove unused columns +CalgaryCrimeTidy <- + CalgaryCrime %>% gather(Date, Cases, 3:70) # move data columns into one column +CalgaryCrimeTidy$Date <- + as.Date(CalgaryCrimeTidy$Date, format = "%m/%d/%Y") # convert Date column to date format CalgaryCensus <- read_csv(list_file_csv[1]) -CalgaryCensus$AvgPop <- rowMeans(subset(CalgaryCensus, select = c(2:6))) # calc 5 yr pop average -CalgaryData <- left_join(CalgaryCrimeTidy, CalgaryCensus, by = "Community") # add pop data to crime data +CalgaryCensus$AvgPop <- + rowMeans(subset(CalgaryCensus, select = c(2:6))) # calc 5 yr pop average +CalgaryData <- + left_join(CalgaryCrimeTidy, CalgaryCensus, by = "Community") # add pop data to crime data + +#map to a data.table and clean up +CalgaryData <- data.table(CalgaryData) +CalgaryData <- CalgaryData[Category != "0" | Community != "0"] +# remove na's +f_dowle3(CalgaryData) + -CatTotal <- CalgaryData %>% - group_by(Category) %>% +CatTotal <- CalgaryData %>% + group_by(Category) %>% summarise(TotalByCategory = sum(Cases)) %>% arrange(desc(TotalByCategory)) -CasesTotal <- CalgaryData %>% - group_by(Community) %>% +CatTotal <- data.table(CatTotal) + +CasesTotal <- CalgaryData %>% + group_by(Community) %>% summarise(TotalByCommunity = sum(Cases)) %>% arrange(desc(TotalByCommunity)) +CasesTotal <- data.table(CasesTotal) + + +boundries <- + readOGR(shapefiles[1], + layer = 'geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe', + GDAL1_integer64_policy = TRUE) +community <- append(c(""), unique(CalgaryData$Community)) +crimeTypes <- append(c("") , unique(CalgaryData$Category)) +#clean up +remove(list = c("i", "j", "intialYear", "names", "tmpnames")) +#sequence_com_list <- boundries@data[["name"]] diff --git a/Shiny-Intergration/RawData/Community Boundaries.geojson b/Shiny-Intergration/RawData/Community Boundaries.geojson new file mode 100644 index 0000000..6cf5284 --- /dev/null +++ b/Shiny-Intergration/RawData/Community Boundaries.geojson @@ -0,0 +1,5 @@ +{ + "type": "FeatureCollection", + "features": [ + {"type":"Feature","properties":{"comm_structure":"INNER CITY","name":"SUNALTA","sector":"CENTRE","class_code":"1","srg":"BUILT-OUT","class":"Residential","comm_code":"SNA"},"geometry":{"type":"Polygon","coordinates":[[[-114.10061493005,51.047994301993],[-114.100559831546,51.047991616532],[-114.100513457746,51.047993939812],[-114.100472144414,51.047995809237],[-114.100422120074,51.047991743921],[-114.100380693411,51.047960316347],[-114.100316918524,51.04796174653],[-114.100271294296,51.047975017664],[-114.100222004244,51.047974151976],[-114.100178520624,51.047974189253],[-114.10012631486,51.047971042632],[-114.100075569163,51.047969728643],[-114.100033519624,51.047967481247],[-114.099981301581,51.047957960852],[-114.099931971757,51.047945228631],[-114.099879017586,51.047931601412],[-114.099826776503,51.047917963672],[-114.099795585015,51.047910699636],[-114.099740462157,51.047896605841],[-114.099697651993,51.047884794798],[-114.099649776039,51.047871611731],[-114.099599717113,51.047857972927],[-114.099550385572,51.047844341573],[-114.099495976927,51.047830705531],[-114.099449540522,51.04781706268],[-114.099401654356,51.047805705334],[-114.099349423931,51.047790251445],[-114.099308797922,51.047779346366],[-114.099253661639,51.047766169305],[-114.099198526814,51.047752992217],[-114.099148465228,51.047737985884],[-114.099105666687,51.047724799186],[-114.099062123654,51.047710245765],[-114.099011329974,51.04769296649],[-114.098962705037,51.047676133945],[-114.098918449019,51.047661581074],[-114.098867657379,51.047645209698],[-114.098831558107,51.047636933716],[-114.098785718958,51.047635704915],[-114.098738592709,51.047633470334],[-114.098683491837,51.047629417551],[-114.098633470969,51.047626726895],[-114.09858344816,51.047623119266],[-114.098534878124,51.047618611418],[-114.098486291418,51.047613636098],[-114.098436266711,51.047609120445],[-114.098381165894,51.04760506752],[-114.098334037754,51.047601915824],[-114.098280392597,51.047598320103],[-114.098241968293,51.04759652749],[-114.098194115232,51.047593834824],[-114.098138284742,51.047589332911],[-114.098082469933,51.047584821968],[-114.098037511005,51.047581668332],[-114.097994730748,51.04757760489],[-114.097943269566,51.047574915146],[-114.097892530121,51.047576332183],[-114.097841786351,51.047576374672],[-114.097787411995,51.047571862382],[-114.0977395723,51.047568720032],[-114.097688099294,51.0475678551],[-114.097644614142,51.047566983474],[-114.097597490388,51.047565197917],[-114.097542390659,51.047561603071],[-114.097485836748,51.047558917376],[-114.097438001859,51.0475580493],[-114.097391604992,51.04755672153],[-114.09734955644,51.047554023681],[-114.097304615676,51.047552694664],[-114.097261116284,51.047551822907],[-114.097227786756,51.047552308214],[-114.0971792141,51.047553265562],[-114.097126298321,51.047550576667],[-114.097077710897,51.047545151276],[-114.097026227917,51.047538811315],[-114.09698344636,51.047533381064],[-114.096927632686,51.047529328045],[-114.096873992932,51.047528914039],[-114.096838468597,51.047529410943],[-114.096795712724,51.047529446359],[-114.096741343745,51.047528124933],[-114.096689134449,51.047522243901],[-114.096652164957,51.047520458552],[-114.096596337066,51.047516405387],[-114.096557179878,51.047511879948],[-114.096516589384,51.047511454997],[-114.096481056523,51.047507843492],[-114.096436838422,51.047504230153],[-114.096390440702,51.047502451601],[-114.096347666806,51.047500661952],[-114.096297649062,51.047499345723],[-114.096241822159,51.047495741874],[-114.096185279834,51.0474916891],[-114.096141772963,51.047487167101],[-114.096104075237,51.047484923702],[-114.096049705382,51.047483143478],[-114.096008389975,51.047483186413],[-114.095956207324,51.047483229265],[-114.095903297806,51.047484189642],[-114.095851825425,51.047482874416],[-114.095801088335,51.047486106468],[-114.095752553657,51.047491629976],[-114.095710521228,51.047496680672],[-114.095672126867,51.047503102906],[-114.095627221119,51.047511805755],[-114.095578679142,51.047521428514],[-114.095544633103,51.04752648071],[-114.095491722585,51.047526982426],[-114.095442438711,51.047528847596],[-114.095390986607,51.047531172991],[-114.095338806722,51.047532590095],[-114.095296041268,51.047534908362],[-114.095241697814,51.047539060964],[-114.095186616998,51.04754458957],[-114.095137356203,51.047551469963],[-114.095082264152,51.047551523783],[-114.095032242636,51.04754837311],[-114.094982218782,51.04754477293],[-114.094931474612,51.047543906193],[-114.094880019673,51.047544864926],[-114.094842326606,51.047544895518],[-114.094793039896,51.047545393078],[-114.094740858553,51.047546810815],[-114.094706384723,51.047549145519],[-114.0947008844,51.044851703178],[-114.094700390891,51.043873160007],[-114.094668846633,51.043261489668],[-114.094655755924,51.042783612977],[-114.094672982519,51.042317180801],[-114.094714902185,51.04183456952],[-114.094709146018,51.041367617399],[-114.094712260707,51.040885942745],[-114.094710038397,51.040414913534],[-114.09471247483,51.039934203051],[-114.094710929013,51.039464147702],[-114.09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zw<-8rJ@rNuybYgy2eYw1tzf=dYD_7-bCmj33OCJTGYaqHd_DZno`lz=@bhbVXW+FS z16IYy$WZ~k)Krf z4)b{EU;3G}wnc7rte=(p=oENTE`HB=|J+TDyq~3VHSO#Ld;|5V>yl%{7vyT={&I46 z?ZMB>-P6hY-Yoaf8F2Eq6@&N6Ju-yN$bAXDYvDhRzSk$$j$WMCLELu8JyC|Oko#ub z@1$HeKJSU!RfFFp_hihckDf(rRxU;TC?)s(n2+Ao^FnX`DdN<9hW&c1tA>xxu`zhW$F6YBr{zwdFZ%sG z^LPol*ILn|k2i?>)SKEWmLzv}5MEa99D3Y4cm6Pz(999({y9arv47L7XhR|3h@!j3 ishd>vAbwGkqQ~f8(~4T_=_{>h2mOC8uV{?@D)&Ee`sl6z literal 0 HcmV?d00001 diff --git a/Shiny-Intergration/global.R b/Shiny-Intergration/global.R new file mode 100644 index 0000000..9dc8e11 --- /dev/null +++ b/Shiny-Intergration/global.R @@ -0,0 +1,60 @@ +require(shiny, quietly = T) +require(DT, quietly = T) +require(shinythemes, quietly = T) +require(shinyjs, quietly = T) +require(leaflet, quietly = T) +require(data.table, quietly = T) +require(compiler, quietly = T) + + +if (!exists("CalgaryCrime")) { + source("LoadData.R") +} + + + +setBaseSate <- function(session = NULL) { + if (is.null(session)) { + stop("Session is null in set base state") + } else{ + updateSelectInput(session, + "communitySelect", + choices = community, + selected = "") + updateSelectInput(session, + "crimeSelect", + choices = crimeTypes, + selected = "") + + updateDateInput(session,"dateSelect", min = min(CalgaryData$Date),max = max(CalgaryData$Date),value = min(CalgaryData$Date)) + } + + +} + +buildMap <- function() { + map <- leaflet(boundries) %>% + setView(lng = -114.062019, + lat = 51.044270, + zoom = 10) %>% + addTiles() %>% + addPolygons( + color = "#444444", + weight = 1, + smoothFactor = 0.5, + opacity = 1.0, + fillOpacity = 0.5, + highlightOptions = highlightOptions( + color = "white", + weight = 2, + bringToFront = TRUE + ) + ) + + return(map) +} + + + + + diff --git a/Shiny-Intergration/server.R b/Shiny-Intergration/server.R new file mode 100644 index 0000000..2b97822 --- /dev/null +++ b/Shiny-Intergration/server.R @@ -0,0 +1,64 @@ + +shinyServer(function(input, output,session) { + + + #build the base state + setBaseSate(session) + selectedValues <- reactiveValues(selectedCommunity = "",selectedCrime = "") + if(!exists("calgaryMap")){ + calgaryMap = buildMap() + mapProxy <- leafletProxy("calgaryMap") + } + + + # Monitors the community select box + observeEvent(input$communitySelect,ignoreNULL = TRUE,ignoreInit = TRUE,{ + + if(input$communitySelect != ""){ + selectedValues$selectedCommunity <- input$communitySelect + } + + + }) + # Monitors the crime select box + observeEvent(input$crimeSelect,ignoreNULL = TRUE,ignoreInit = TRUE,{ + + if(input$crimeSelect != ""){ + selectedValues$selectedCrime <- input$crimeSelect + } + + }) + + #Renders the map + output$calgaryMap <- renderLeaflet({ + calgaryMap + }) + + output$totalCrimeByRegion <- renderText({ + if(selectedValues$selectedCommunity != ""){ + value <- selectedValues$selectedCommunity + + output <- CasesTotal[Community == value,TotalByCommunity] + + }else{ + output <- "" + } + + output + }) + + output$totalCrimeByRegionType <- renderText({ + if(selectedValues$selectedCrime != ""){ + value <- selectedValues$selectedCommunity + + output <- CasesTotal[Community == value,TotalByCommunity] + + }else{ + output <- "" + } + + output + }) + + +}) diff --git a/Shiny-Intergration/ui.R b/Shiny-Intergration/ui.R new file mode 100644 index 0000000..3941b8b --- /dev/null +++ b/Shiny-Intergration/ui.R @@ -0,0 +1,45 @@ + + +shinyUI(tagList(useShinyjs(), + + navbarPage("Calgary Crime", theme = shinytheme("slate"), id = "calgaryCrimeLanding",selected = "Calgary Map", + + + tabPanel("Calgary Map", id = "basePage", + + sidebarLayout(fluid = TRUE, + + sidebarPanel(id = "calgaryMapSidebar" ,width = 2, + selectInput("communitySelect", label = h4("Select Community"),choices = c(''),selected = ''), + selectInput("crimeSelect", label = h4("Select Crime Type"),choices = c(''),selected = ''), + dateInput("dateSelect",label = h4("Select Date"), value = NULL, min = NULL, max = NULL, + format = "yyyy-mm-dd", startview = "month", weekstart = 0, language = "en"), + + + h4("Total Crime In Community"), + textOutput("totalCrimeByRegion"), + + h4("Total Crime Type"), + textOutput("totalCrimeByRegionType") + + ), + + + + mainPanel(id="calgaryMapMainPannel", + wellPanel(leafletOutput("calgaryMap")) + + )#End of Main Panel + + ) + + + + + )#END OF TAB Calgary Map + )#END OF NAVBARPAGE +)#END OF TAGLIST + + + +)# END OF UI diff --git a/Shiny-Intergration/www/crime.css b/Shiny-Intergration/www/crime.css new file mode 100644 index 0000000..c076f7f --- /dev/null +++ b/Shiny-Intergration/www/crime.css @@ -0,0 +1,5 @@ +.totalCrimeByRegion{ +color: #FFFF00; +font-family: "Times New Roman", Times, serif; +font-size:12px; +text-align: center;} \ No newline at end of file From 5e23a96052f4d7bdf62d25319de2b472920bb0b0 Mon Sep 17 00:00:00 2001 From: Drystan Mazur Date: Sat, 23 Dec 2017 20:44:17 -0700 Subject: [PATCH 6/6] updates annd fixes --- Shiny-Intergration/LoadData.R | 4 ++- Shiny-Intergration/global.R | 2 +- Shiny-Intergration/server.R | 41 ++++++++++++++++++++++------ Shiny-Intergration/ui.R | 51 ++++++++++++++++++++--------------- 4 files changed, 66 insertions(+), 32 deletions(-) diff --git a/Shiny-Intergration/LoadData.R b/Shiny-Intergration/LoadData.R index 58ec76c..864e61d 100644 --- a/Shiny-Intergration/LoadData.R +++ b/Shiny-Intergration/LoadData.R @@ -133,8 +133,10 @@ boundries <- readOGR(shapefiles[1], layer = 'geo_export_48183217-cea2-47fe-bb74-c513d0cfd1fe', GDAL1_integer64_policy = TRUE) + community <- append(c(""), unique(CalgaryData$Community)) crimeTypes <- append(c("") , unique(CalgaryData$Category)) +dateRange <- append(c("") , unique(as.character(CalgaryData[,Date]))) @@ -143,4 +145,4 @@ crimeTypes <- append(c("") , unique(CalgaryData$Category)) remove(list = c("i", "j", "intialYear", "names", "tmpnames")) -#sequence_com_list <- boundries@data[["name"]] + diff --git a/Shiny-Intergration/global.R b/Shiny-Intergration/global.R index 9dc8e11..7c5c5ee 100644 --- a/Shiny-Intergration/global.R +++ b/Shiny-Intergration/global.R @@ -26,7 +26,7 @@ setBaseSate <- function(session = NULL) { choices = crimeTypes, selected = "") - updateDateInput(session,"dateSelect", min = min(CalgaryData$Date),max = max(CalgaryData$Date),value = min(CalgaryData$Date)) + updateSelectInput(session,"dateSelect",choices = dateRange, selected = "") } diff --git a/Shiny-Intergration/server.R b/Shiny-Intergration/server.R index 2b97822..54f17e3 100644 --- a/Shiny-Intergration/server.R +++ b/Shiny-Intergration/server.R @@ -4,7 +4,7 @@ shinyServer(function(input, output,session) { #build the base state setBaseSate(session) - selectedValues <- reactiveValues(selectedCommunity = "",selectedCrime = "") + selectedValues <- reactiveValues(selectedCommunity = "",selectedCrime = "", selectedDate = "") if(!exists("calgaryMap")){ calgaryMap = buildMap() mapProxy <- leafletProxy("calgaryMap") @@ -27,13 +27,21 @@ shinyServer(function(input, output,session) { selectedValues$selectedCrime <- input$crimeSelect } + }) + # Monitors the Date select box + observeEvent(input$dateSelect,ignoreNULL = TRUE,ignoreInit = TRUE,{ + + if(input$dateSelect != ""){ + selectedValues$selectedDate <- input$dateSelect + } + }) - #Renders the map - output$calgaryMap <- renderLeaflet({ + #Renders the map + output$calgaryMap <- renderLeaflet({ calgaryMap }) - + output$totalCrimeByRegion <- renderText({ if(selectedValues$selectedCommunity != ""){ value <- selectedValues$selectedCommunity @@ -41,7 +49,7 @@ shinyServer(function(input, output,session) { output <- CasesTotal[Community == value,TotalByCommunity] }else{ - output <- "" + output <- "" } output @@ -49,16 +57,33 @@ shinyServer(function(input, output,session) { output$totalCrimeByRegionType <- renderText({ if(selectedValues$selectedCrime != ""){ - value <- selectedValues$selectedCommunity + value <- selectedValues$selectedCrime - output <- CasesTotal[Community == value,TotalByCommunity] + output <- CatTotal[Category == value,TotalByCategory] + + }else{ + output <- "" + } + + output + }) + + output$casesByDate <- renderText({ + if(selectedValues$selectedDate != "" && selectedValues$selectedCommunity != ""){ + value <- as.Date(selectedValues$selectedDate) + + output <- CalgaryData[Community == selectedValues$selectedCommunity & Date == value & Category == selectedValues$selectedCrime,Cases] }else{ output <- "" } output - }) + }) + + + + }) diff --git a/Shiny-Intergration/ui.R b/Shiny-Intergration/ui.R index 3941b8b..d087d8f 100644 --- a/Shiny-Intergration/ui.R +++ b/Shiny-Intergration/ui.R @@ -8,29 +8,36 @@ shinyUI(tagList(useShinyjs(), tabPanel("Calgary Map", id = "basePage", sidebarLayout(fluid = TRUE, - - sidebarPanel(id = "calgaryMapSidebar" ,width = 2, - selectInput("communitySelect", label = h4("Select Community"),choices = c(''),selected = ''), - selectInput("crimeSelect", label = h4("Select Crime Type"),choices = c(''),selected = ''), - dateInput("dateSelect",label = h4("Select Date"), value = NULL, min = NULL, max = NULL, - format = "yyyy-mm-dd", startview = "month", weekstart = 0, language = "en"), - - - h4("Total Crime In Community"), - textOutput("totalCrimeByRegion"), - - h4("Total Crime Type"), - textOutput("totalCrimeByRegionType") - ), - - - - mainPanel(id="calgaryMapMainPannel", - wellPanel(leafletOutput("calgaryMap")) - - )#End of Main Panel - + sidebarPanel(id = "calgaryMapSidebar" ,width = 2, + selectInput("communitySelect", label = h4("Select Community"),choices = c(''),selected = ''), + selectInput("crimeSelect", label = h4("Select Crime Type"),choices = c(''),selected = ''), + selectInput("dateSelect", label = h4("Select Date"),choices = c(''),selected = ''), + + HTML('
    '), + + h4("Number of Cases in Area by Date"), + textOutput("casesByDate"), + + HTML('
    '), + + h4("Total Crime In Community"), + textOutput("totalCrimeByRegion"), + + HTML('
    '), + + h4("Total Crime Type Accross Calgary"), + textOutput("totalCrimeByRegionType") + + ), + + + + mainPanel(id="calgaryMapMainPannel", + wellPanel(leafletOutput("calgaryMap")) + + )#End of Main Panel + )

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