Name: Sales And Satisfaction
Creator: Kaggle
License: https://creativecommons.org/licenses/by-sa/4.0/

About this Dataset

Sales And Satisfaction

One dataset contains missing values (NaNs) and the other does not. These datasets contain information on sales and customer satisfaction before and after an intervention, as well as purchase data for control and treatment groups. The dataset is synthetic and was created for use in statistical analysis.

This is an original dataset.

Features

Group

Description: Indicates whether the data point belongs to the Control or Treatment group.
Categories: Control, Treatment

Customer_Segment

Description: Categorizes customers based on their value.
Categories: High Value, Medium Value, Low Value

Sales_Before

Description: Sales figures before the intervention.
Data Type: Numerical

Sales_After

Description: Sales figures after the intervention.
Data Type: Numerical

Customer_Satisfaction_Before

Description: Customer satisfaction scores before the intervention.
Data Type: Numerical

Customer_Satisfaction_After

Description: Customer satisfaction scores after the intervention.
Data Type: Numerical

Purchase_Made

Description: Indicates whether a purchase was made after the intervention.
Categories: Yes, No

Tables

Sales With Nans V1–3

@kaggle.matinmahmoudi_sales_and_satisfaction.sales_with_nans_v1_3

336.13 kB
10,000 rows
7 columns

CREATE TABLE sales_with_nans_v1_3 (
  "group" VARCHAR,
  "customer_segment" VARCHAR,
  "sales_before" DOUBLE,
  "sales_after" DOUBLE,
  "customer_satisfaction_before" DOUBLE,
  "customer_satisfaction_after" DOUBLE,
  "purchase_made" VARCHAR
);

Sales Without Nans V1–3

@kaggle.matinmahmoudi_sales_and_satisfaction.sales_without_nans_v1_3

380.86 kB
10,000 rows
7 columns

CREATE TABLE sales_without_nans_v1_3 (
  "group" VARCHAR,
  "customer_segment" VARCHAR,
  "sales_before" DOUBLE,
  "sales_after" DOUBLE,
  "customer_satisfaction_before" DOUBLE,
  "customer_satisfaction_after" DOUBLE,
  "purchase_made" VARCHAR
);