Customer Prospecting By Using PCA (Business Analyst)

许可等级:BasicStandardAdvanced

摘要

Profiles demographic attributes of customer data based on a selected demographic or custom data layer using the Principal Component Analysis approach.

Learn more about how Customer Prospecting By Using PCA works

用法

语法

PCACustomerProspecting_ba (InputBoundaryLayer, InputGeographyLevel, OutputFeatureClass, DMQFile, FSRankFeatNum, {UserDefinedBoundVal})
参数说明数据类型
InputBoundaryLayer

The boundary layer that defines the extent of the data to be analyzed.

Feature Layer
InputGeographyLevel

The input feature class that contains the data to be used in the analysis.

Feature Layer
OutputFeatureClass

The output feature class that will contain the customer prospecting data. The output feature class will be ranked based on similarity to the master site.

Feature Class
DMQFile

The definition input file generated in Customer Prospecting (Business Analyst) that sets the parameters to filter the geography level.

File
FSRankFeatNum

Defines the number of features you can rank. For example, if you selected 10 for the number of features to rank, the top 10 features would be ranked, which may include your master site if it is included in your target layer.

Long
UserDefinedBoundVal
(可选)

The Eigenvalue to use. It is recommended that you use the default value of one.

Double

代码实例

PCACustomerProspecting Example (Stand-alone Script)
# Name: PCACusomterProspecting.py
# Description: Creates a geographic output that ranks the top X geographies that match the inputted profile.
# Author: Esri

# Import system modules

import arcview
import arcpy

arcpy.ImportToolbox("C:\Program Files (x86)\ArcGIS\Desktop10.2\Business Analyst\ArcToolbox\Toolboxes\Business Analyst Tools.tbx")
 
try:
# Acquire extension license 
  arcpy.CheckOutExtension("Business")
 

# Define the parameters for the Customer Prospecting using PCA tool
  Extent = "C:/temp/Boundary.shp"
  GeoLevel = "C:/ArcGIS/Business Analyst/US_2013/Data/BDS/esri_bg.bds"
  OutputFile= "C:/temp/PCA_Demo_Prospect.shp"
  DmqFile= "C:/temp/DMQ_output.dmq"
 
# Create Customer Prospecting output file
  arcpy.PCACustomerProspecting_ba(Extent, GeoLevel, OutputFile, DmqFile)
 
# Release extension license 
  arcpy.CheckInExtension("Business")
 
except:
  print arcpy.GetMessages(2)

环境

此工具不使用任何地理处理环境

相关主题

许可信息

ArcGIS for Desktop Basic: 需要 Business Analyst
ArcGIS for Desktop Standard: 需要 Business Analyst
ArcGIS for Desktop Advanced: 需要 Business Analyst
4/27/2014