Open the ArcGIS PRO 3 application, create a new project in ArcGIS PRO 3. Copy the training data to the training folder.

Add some SHP data to ArcGIS PRO 3 canvas and convert it to Geodatabase/GDB format either individually or in bulk.

Before being processed in ArcGIS PRO 3, field data in XLS format is first cleaned, such as column names that should not contain spaces. Then this XLS is exported to CSV.

The CSV that has been exported from XLS is then plotted into ArcGIS PRO 3 using 2 (two) columns/coordinate fields Longitude and Latitude. The results of this plotting are then exported to GDB

After the data is plotted and exported to GDB, we will perform data cleaning. Every data always has errors, in spatial data often the location of the data that becomes an error such as the position of the point being off from where it should be. So we will shift these points using the existing attribute data, namely sub-district and village/urban village data. This technique is called Geocoding. We already have SHP data for administrative polygons of sub-districts and administrative polygons of sub-districts that have been exported to GDB. This administrative polygon data is a benchmark in performing geocoding to shift the points that are off.

Although it does not happen often, data type errors can occur when we export from csv to GDB. Therefore, we will clean or convert this data type, for example from text or string type to float, double or numeric type.

IF your conversion data from CSV to GDB has no data type constraints in the column/field Monthly_income_IDR AND Annually_income_IDR should be in the numeric data type, namely LONG/DOUBLE/FLOAT, then just skip this lesson.

HOWEVER IF both of these columns are in the STRING/TEXT data type, then follow this lesson

In an ArcGIS PRO 3 Project document, we can create several thematic maps from one layer or several map layers with various fields without having to separate them into different projects.

In an ArcGIS PRO 3 Project document, we can create several choropleth maps from one layer or several map layers with various fields without having to separate them into different projects.

Cluster analysis is a spatial analysis that can provide better spatial information in making decisions or viewing phenomena from existing data such as pollution levels, crime rates and so on.

Heatmap analysis is a spatial analysis that can provide better spatial information in making decisions or viewing phenomena from existing data such as pollution levels, crime rates and so on.

Design layout for thematic of business asset. This layout would becoming template for other layouts' design

Design layout for thematic of gender. This layout is using template from layouts of business asset

Designing layout for thematic of business duration based on template from business asset layout

Designing layout for thematic of business type based on template from business asset layout

Layout design using ONLY one single map as a frame/source will cause problems if we turn off and on the layer (check/uncheck layer), then other layouts that use the same map will be affected. Therefore, we create several different maps for each layout. To save time, we can just copy/paste from a single map and rename as needed.

The completed layout design will be exported to JPG and PDF formats.

Design layout for entire choropleth maps. This layout would using template from thematic layouts

Design layout for entire clusters maps. This layout would using template from choropleth layouts

Design layout for entire heatmap maps. This layout would using template from cluster layouts