Telecom Customer Churn Dataset
Marketing
Intermediate
CSVXLSX
CategoryMarketing
DifficultyIntermediate
Rows7K (7,043)
Columns9
File Size955 KB
FormatsCSV, XLSX
LicenseFree for commercial & personal use
Downloads16,880+
Last Updated28 Jun 2026
CreatorDataVix
About this dataset
The Customer Churn Dataset contains telecom subscribers with their contract type, subscribed services, tenure, monthly and total charges, and a churn label. It’s the classic dataset for retention analytics and machine-learning classification: find the drivers of churn, segment at-risk customers, quantify revenue at risk and build a churn-prevention dashboard or predictive model in Python.
Dataset Contents
The tables included in this dataset and what each one holds.
| Table | Description | Rows |
|---|---|---|
Customers |
One row per subscriber with demographics and account info. | 7K |
Services |
Subscribed services per customer (internet, phone, add-ons). | 7K |
Billing |
Contract, payment method and monthly/total charges. | 7K |
Columns Included
Key columns with their datatypes and meaning.
| Column | Datatype | Description |
|---|---|---|
customer_id |
VARCHAR | Unique subscriber identifier. |
gender |
VARCHAR | Customer gender. |
tenure |
INT | Months the customer has stayed. |
contract |
VARCHAR | Month-to-month, One year, Two year. |
internet_service |
VARCHAR | DSL, Fiber optic or None. |
monthly_charges |
DECIMAL | Current monthly bill. |
total_charges |
DECIMAL | Lifetime charges to date. |
payment_method |
VARCHAR | How the customer pays. |
churn |
VARCHAR | Target: did the customer leave? (Yes/No). |
Skills You Can Practice
Python Pandas
Power BI Dashboard
Excel Analysis
SQL Queries
Data Cleaning
KPIs
Churn Analysis
Customer Segmentation
Classification
Retention
Recommended Projects
01
Churn Dashboard
02
Churn Prediction Model
03
Revenue-at-Risk Report
04
Retention Cohorts
05
Contract Analysis
06
Customer Lifetime Value
Preview
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Frequently Asked Questions
Is this dataset free to download?
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How do I download the files?
Click the green “Download Dataset” button. Your download starts instantly as a single package containing all included file formats (CSV, XLSX).
Can I use this dataset for commercial projects?
Free for commercial & personal use. You’re free to use it in your portfolio, client work, YouTube tutorials, blog posts and courses — attribution to DataVix is appreciated but not required.
Which tools does this dataset work with?
It’s ready for Python, Power BI, Excel, SQL. The CSV/XLSX files import directly into Excel, Power BI, Python (pandas) and any SQL database.
Is this real or synthetic data?
It’s realistic, analysis-ready practice data modelled on real-world business scenarios and cleaned for learning — safe to share publicly with no personal or confidential information.