Difference between revisions of "Group14 proposal"
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| + | == Data Description == | ||
| + | In this dataset, each row represents a customer, each column contains customer’s attributes described on the column Metadata. The raw data contains 7043 rows (customers) and 21 columns (features). The “Churn” column is our target, which represents whether customers who left within the last month. | ||
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| + | {| class="wikitable" style="width: 100%; height: 14em;" | ||
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| + | ! Data Fields !! Description !! Example !! Datatype | ||
| + | |- | ||
| + | | Customer ID || Customer ID || 7590-VHVEG || Numeric | ||
| + | |- | ||
| + | | gender || Whether the customer is a male or a female || 1 || Binary | ||
| + | |- | ||
| + | | SeniorCitizen || Whether the customer is a senior citizen or not (1, 0) || 0 || Binary | ||
| + | |- | ||
| + | | Dependents || Whether the customer has dependents or not (Yes, No) || No|| Binary | ||
| + | |- | ||
== <big>Methodology and Approach</big> == | == <big>Methodology and Approach</big> == | ||
Revision as of 03:16, 2 March 2020
Contents
Motivation and Objectives
Critique of Existing Visualization
Data Source
Data Description
In this dataset, each row represents a customer, each column contains customer’s attributes described on the column Metadata. The raw data contains 7043 rows (customers) and 21 columns (features). The “Churn” column is our target, which represents whether customers who left within the last month.
Methodology and Approach
Proposed R Packages
Team Members
References
| Data Fields | Description | Example | Datatype |
|---|---|---|---|
| Customer ID | Customer ID | 7590-VHVEG | Numeric |
| gender | Whether the customer is a male or a female | 1 | Binary |
| SeniorCitizen | Whether the customer is a senior citizen or not (1, 0) | 0 | Binary |
| Dependents | Whether the customer has dependents or not (Yes, No) | No | Binary |
