No.
Acronyms Descriptions Data Type
1 customerID Customer ID qualitative
2 gender Female or Male qualitative
3 SeniorCitizen >= 62 years old quantitative
4 Partner couple qualitative
5 Dependents having dependents qualitative
Number of months the customer has stayed
6 tenure quantitative
with the company
Voice, voicemail and conference and data
7 PhoneService qualitative
calls
Group of telephone lines with one telephone
8 MultipleLines qualitative
number
9 InternetService Internet Service qualitative
10 OnlineSecurity Online Security qualitative
11 OnlineBackup Online Backup qualitative
12 DeviceProtection Device Protection qualitative
13 TechSupport Tech Support (software, mobilephone,…) qualitative
14 StreamingTV Streaming TV qualitative
15 StreamingMovies Streaming Movies qualitative
16 Contract Contract qualitative
17 PaperlessBilling Paperless Billing qualitative
18 PaymentMethod Payment Method qualitative
19 MonthlyCharges Monthly Charges quantitative
20 TotalCharges Total Charges quantitative
21 Churn Churn qualitative
Value/ Key Notes
0=No, 1=Yes
Important Group # Distribution
No. Table
Features Name records Min Q1/p25 Q2/ p50 Q3/ p75
Gender 7043
SeniorCitizen 7043 0 0 0 0
Partner 7043
Dependents 7043
tenure 7043 0 9 29 55
PhoneService 7043
MultipleLines 7043
InternetService 7043
OnlineSecurity 7043
Telco OnlineBackup 7043
DeviceProtection 7043
TechSupport 7043
StreamingTV 7043
StreamingMovies 7043
Contract 7043
PaperlessBilling 7043
PaymentMethod 7043
MonthlyCharges 7043 18.25 35.5 70.35 89.85
TotalCharges 7043 18.8 401.35 1397.475 3795.213
Churn 7043
Distribution % Missing
Notes
Max Outlier values
1 {0,1}
71
118.75
8684.8
