Datasets:
Tasks:
Tabular Classification
Formats:
csv
Languages:
English
Size:
1K - 10K
Commit
•
f559378
1
Parent(s):
9f04f3b
Update README.md
Browse files
README.md
CHANGED
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@@ -14,57 +14,57 @@ dataset_info:
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- name: Customer ID
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dtype: string
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| 16 |
- name: Gender
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-
dtype:
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- name: Age
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-
dtype:
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- name: Under 30
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dtype: bool
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-
- name: Senior Citizen
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dtype: bool
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| 24 |
- name: Married
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| 25 |
dtype: bool
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| 26 |
- name: Dependents
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| 27 |
dtype: bool
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| 28 |
- name: Number of Dependents
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| 29 |
-
dtype:
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| 30 |
- name: Country
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-
dtype:
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| 32 |
-
- name: State
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-
dtype:
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| 34 |
- name: City
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| 35 |
-
dtype:
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| 36 |
- name: Zip Code
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| 37 |
-
dtype:
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| 38 |
- name: Lat Long
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dtype: string
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| 40 |
- name: Latitude
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| 41 |
-
dtype:
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| 42 |
- name: Longitude
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-
dtype:
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- name: Population
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-
dtype:
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- name: Quarter
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-
dtype:
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| 48 |
- name: Referred a Friend
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dtype: bool
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| 50 |
- name: Number of Referrals
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-
dtype:
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| 52 |
- name: Tenure in Months
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| 53 |
-
dtype:
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| 54 |
- name: Offer
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-
dtype:
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- name: Phone Service
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dtype: bool
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| 58 |
- name: Avg Monthly Long Distance Charges
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| 59 |
-
dtype:
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| 60 |
- name: Multiple Lines
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-
dtype:
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| 62 |
- name: Internet Service
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dtype: bool
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| 64 |
- name: Internet Type
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-
dtype:
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| 66 |
-
- name: Avg Monthly GB Download
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| 67 |
-
dtype:
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- name: Online Security
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dtype: bool
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- name: Online Backup
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@@ -75,46 +75,46 @@ dataset_info:
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dtype: bool
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| 76 |
- name: Streaming TV
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dtype: bool
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-
- name: Streaming Movies
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dtype: bool
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- name: Streaming Music
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dtype: bool
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- name: Unlimited Data
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dtype: bool
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- name: Contract
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-
dtype:
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| 86 |
- name: Paperless Billing
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dtype: bool
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- name: Payment Method
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-
dtype:
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- name: Monthly Charge
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-
dtype:
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- name: Total Charges
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-
dtype:
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- name: Total Refunds
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-
dtype:
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- name: Total Extra Data Charges
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-
dtype:
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- name: Total Long Distance Charges
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-
dtype:
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- name: Total Revenue
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-
dtype:
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- name: Satisfaction Score
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-
dtype:
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- name: Customer Status
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dtype:
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- name: Churn Label
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-
dtype:
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- name: Churn Value
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-
dtype:
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- name: Churn Score
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-
dtype:
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- name: CLTV
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-
dtype:
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-
- name: Churn Category
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-
dtype:
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- name: Churn Reason
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-
dtype:
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- name: Partner
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dtype: bool
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---
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| 14 |
- name: Customer ID
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| 15 |
dtype: string
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| 16 |
- name: Gender
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| 17 |
+
dtype: categorical
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| 18 |
- name: Age
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| 19 |
+
dtype: int64
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| 20 |
- name: Under 30
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| 21 |
dtype: bool
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| 22 |
+
- name: Senior Citizen
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| 23 |
dtype: bool
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| 24 |
- name: Married
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| 25 |
dtype: bool
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| 26 |
- name: Dependents
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| 27 |
dtype: bool
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| 28 |
- name: Number of Dependents
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| 29 |
+
dtype: int64
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| 30 |
- name: Country
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| 31 |
+
dtype: categorical
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| 32 |
+
- name: State
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| 33 |
+
dtype: categorical
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| 34 |
- name: City
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| 35 |
+
dtype: categorical
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| 36 |
- name: Zip Code
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| 37 |
+
dtype: categorical
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| 38 |
- name: Lat Long
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| 39 |
dtype: string
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| 40 |
- name: Latitude
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| 41 |
+
dtype: float64
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| 42 |
- name: Longitude
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| 43 |
+
dtype: float64
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| 44 |
- name: Population
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| 45 |
+
dtype: int64
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| 46 |
- name: Quarter
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| 47 |
+
dtype: categorical
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| 48 |
- name: Referred a Friend
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| 49 |
dtype: bool
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| 50 |
- name: Number of Referrals
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| 51 |
+
dtype: int64
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| 52 |
- name: Tenure in Months
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| 53 |
+
dtype: int64
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| 54 |
- name: Offer
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| 55 |
+
dtype: categorical
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| 56 |
- name: Phone Service
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| 57 |
dtype: bool
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| 58 |
- name: Avg Monthly Long Distance Charges
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| 59 |
+
dtype: float64
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| 60 |
- name: Multiple Lines
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| 61 |
+
dtype: categorical
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| 62 |
- name: Internet Service
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| 63 |
dtype: bool
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| 64 |
- name: Internet Type
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| 65 |
+
dtype: categorical
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| 66 |
+
- name: Avg Monthly GB Download
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| 67 |
+
dtype: float64
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| 68 |
- name: Online Security
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| 69 |
dtype: bool
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| 70 |
- name: Online Backup
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|
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| 75 |
dtype: bool
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| 76 |
- name: Streaming TV
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| 77 |
dtype: bool
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| 78 |
+
- name: Streaming Movies
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| 79 |
dtype: bool
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| 80 |
- name: Streaming Music
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| 81 |
dtype: bool
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| 82 |
- name: Unlimited Data
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| 83 |
dtype: bool
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| 84 |
- name: Contract
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| 85 |
+
dtype: categorical
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| 86 |
- name: Paperless Billing
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| 87 |
dtype: bool
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| 88 |
- name: Payment Method
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| 89 |
+
dtype: categorical
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| 90 |
- name: Monthly Charge
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| 91 |
+
dtype: float64
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| 92 |
- name: Total Charges
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| 93 |
+
dtype: float64
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| 94 |
- name: Total Refunds
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| 95 |
+
dtype: float64
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| 96 |
- name: Total Extra Data Charges
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| 97 |
+
dtype: float64
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| 98 |
- name: Total Long Distance Charges
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| 99 |
+
dtype: float64
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| 100 |
- name: Total Revenue
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| 101 |
+
dtype: float64
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| 102 |
- name: Satisfaction Score
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| 103 |
+
dtype: int64
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| 104 |
- name: Customer Status
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| 105 |
+
dtype: categorical
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| 106 |
- name: Churn Label
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| 107 |
+
dtype: categorical
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| 108 |
- name: Churn Value
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| 109 |
+
dtype: int64
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| 110 |
- name: Churn Score
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| 111 |
+
dtype: int64
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| 112 |
- name: CLTV
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| 113 |
+
dtype: float64
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| 114 |
+
- name: Churn Category
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| 115 |
+
dtype: categorical
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| 116 |
- name: Churn Reason
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| 117 |
+
dtype: categorical
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| 118 |
- name: Partner
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| 119 |
dtype: bool
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| 120 |
---
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