Muthu Kamalan Muthukamalan
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| customer_id,city,zip_code,partner,senior_citizen,under_30,total_charges,total_long_distance_charges,tech_support,device_protection,population,monthly_charges,total_revenue,cltv,total_refunds,total_extra_data_charges,age,gender,married,number_of_dependents,contract,tenure_months,phone_service,multiple_lines,internet_service,internet_type,unlimited_data,avg_monthly_long_distance_charges,avg_monthly_gb_download,paperless_billing,payment_method,online_security,online_backup,device_protection_plan,premium_tech_support,streaming_tv,streaming_movies,streaming_music,referred_a_friend,number_of_referrals,offer,satisfaction_score,churn_category,churn_label,customer_status,churn_score,churn_reason,churn_value | |
| 0,Los Angeles,90003,No,No,No,108.15,20.94,No,No,58198,53.85,129.09,3239,0.0,0,37,Male,No,0,Month-to-month,2,Yes,No,DSL,DSL,Yes,10.47,21,Yes,Mailed check,Yes,Yes,No,No,No,No,No,No,0,,1,Competitor,Yes,Churned,86,Competitor made better offer,1 | |
| 1,Los Angeles,90005,No,No,Yes,151.65,18.24,No,No,43019,70.7,169.89000000000 |