rfm_create_report: RFM report

In rsquaredacademy/segmentr: Recency, Frequency and Monetary Value Analysis

RFM report

Description

Generates a segmentation analysis report.

Usage

rfm_create_report(
  rfm_table,
  segments,
  interactive = FALSE,
  title = NULL,
  author = NULL,
  folder_name = NULL,
  file_name = NULL
)

Arguments

rfm_table	An object of class rfm_table.
segments	Output from rfm_segment.
interactive	If TRUE, uses plotly as the visualization engine. If FALSE, uses ggplot2.
title	Title of the report.
author	Author of the report.
folder_name	The output directory for the report.
file_name	The name of the report file.

Examples

## Not run: 
# analysis date
analysis_date <- as.Date('2006-12-31')

# generate rfm score
rfm_result <- rfm_table_order(rfm_data_orders, customer_id, order_date,
revenue, analysis_date)

# segment names
segment_names <- c("Champions", "Potential Loyalist", "Loyal Customers",
                   "Promising", "New Customers", "Can't Lose Them",
                   "At Risk", "Need Attention", "About To Sleep", "Lost")

# segment intervals
recency_lower <-   c(5, 3, 2, 3, 4, 1, 1, 1, 2, 1)
recency_upper <-   c(5, 5, 4, 4, 5, 2, 2, 3, 3, 1)
frequency_lower <- c(5, 3, 2, 1, 1, 3, 2, 3, 1, 1)
frequency_upper <- c(5, 5, 4, 3, 3, 4, 5, 5, 3, 5)
monetary_lower <-  c(5, 2, 2, 3, 1, 4, 4, 3, 1, 1)
monetary_upper <-  c(5, 5, 4, 5, 5, 5, 5, 5, 4, 5)

# generate segments
segments <- rfm_segment(rfm_result, segment_names, recency_lower,
recency_upper, frequency_lower, frequency_upper, monetary_lower,
monetary_upper)

rfm_create_report(rfm_result, segments, FALSE,
"Customer Segmentation Report")

## End(Not run)

rsquaredacademy/segmentr documentation built on March 16, 2024, 2:07 a.m.