SPATIAL VISUALIZATION

knitr::opts_chunk$set(warning = FALSE, message = FALSE, echo=FALSE)

Import Data

## Reading layer `PROVINSI_JAWA_TIMUR' from data source 
##   `C:\Users\ACER NITRO 5\Documents\Kuliah\Smt6\bintel\PROVINSI_JAWA_TIMUR-20250417\PROVINSI_JAWA_TIMUR.shp' 
##   using driver `ESRI Shapefile'
## Simple feature collection with 38 features and 5 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: 110.8987 ymin: -8.78036 xmax: 116.2702 ymax: -5.048857
## Geodetic CRS:  WGS 84

## Simple feature collection with 6 features and 6 fields
## Geometry type: MULTIPOLYGON
## Dimension:     XY
## Bounding box:  xmin: 110.8987 ymin: -8.384309 xmax: 112.479 ymax: -7.591071
## Geodetic CRS:  WGS 84
##   KABKOTNO   PROVINSI      KABKOT PDRB17 PDRB16                       geometry
## 1       01 JAWA TIMUR     PACITAN   4.98   5.21 MULTIPOLYGON (((111.3751 -8...
## 2       02 JAWA TIMUR    PONOROGO   5.10   5.29 MULTIPOLYGON (((111.6733 -7...
## 3       03 JAWA TIMUR  TRENGGALEK   5.02   5.00 MULTIPOLYGON (((111.6507 -8...
## 4       04 JAWA TIMUR TULUNGAGUNG   5.08   5.02 MULTIPOLYGON (((111.864 -8....
## 5       05 JAWA TIMUR      BLITAR   5.07   5.08 MULTIPOLYGON (((112.2386 -8...
## 6       06 JAWA TIMUR      KEDIRI   4.90   5.02 MULTIPOLYGON (((112.1208 -7...
##   DIV/S1/\r\nS2/S3
## 1             4.95
## 2             6.33
## 3             5.32
## 4             7.30
## 5             5.47
## 6             5.88

Plots

Map showing the spread of higher education levels across East Java w/ qtm function

Map showing the spread of higher education levels across East Java w/ ggplot

Map showing the spread of higher education levels across East Java w/ Traditional Plot