# Data Science Nigeria Telecoms Churn — Data

来源：https://www.kaggle.com/competitions/dsntelecomschurn2018/data

采集时间：2026-10-20T07:38:39Z

File descriptions
train.csv
- the training set
test.csv
- the test set
sampleSubmission.csv
- a sample submission file in the correct format
Data fields
•	Total Spend in Months 1 and 2 of 2017: The total spend of a customer  in the months July & August 2017.

•	Total SMS Spend: The total spend on SMS by a customer revenue earned through the SMS service used by the subscriber.

•	Total Data Spend: The total amount spend on Data/Internet by a customer revenue earned through the SMS service used by the subscriber.

•	Total Data Consumption : The total data consumed by a subscriber in KB over the period under study

•	Total Unique Calls: The total count of unique calls made by a subscriber during the period under review

•	Total Onnet spend: The total spend of a customer to make on-network calls (on the same network as the subscriber)

•	Total Offnet spend:  Aggregate of Off Net Revenue: The total spend of a customer to make  off-network calls (not the same network as the subscriber) 

•	Customer Tenure in Months: The time passed since the subscriber started using the services of the network provider and counted in months

•	Network type subscription in Month 1: This indicates preferred network subscription of a customer, which may indicate their type of device - 2G or 3G service.

•	Network type subscription in Month 2: This indicates preferred network subscription of a customer, which may indicate their type of device - 2G or 3G service in the month after.

•	Total Call centre complaint calls: The number of complaints made by the subscribers.

•	Most Loved Competitor network in in Month 1: This information certainly have a huge impact on as it gives the information about which other service provider prefer and may likely move to 

•	Most Loved Competitor network in in Month 2: This information certainly have a huge impact on as it gives the information about which other service provider prefer and may likely move to

•	Churn Status: This is an indicator of a customer who leaves the network or not. 1 means the customer has churned and 0 means no churn.