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A Data Analysis project is to explore consumer complaints about Comcast, a US-based telecommunications company, in order to gain insights into the company's performance.

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EDA on

Comcast Telecom Consumer Complaints

Complaints.


Logo

Table of contents

  1. About The Project
  2. Objective
  3. Data Dictionary
  4. Analysis
    1. Number of complaints per Month
    2. Number of complaints per Day
    3. Calendar Chart
    4. Complaint Types.
    5. Number of issue Per Case
    6. Topic Model
    7. Total Number of Tickets per states
    8. Open and Closed Tickets per States
  5. Summary
  6. Author
  7. Contributing
  8. Support
  9. License
  10. Acknowledgements

About The Project

Comcast is an American global telecommunication company. The firm has been providing terrible customer service. They continue to fall short despite repeated promises to improve. Only last month (October 2016) the authority fined them a $2.3 million, after receiving over 1000 consumer complaints.

Objective:-

A project is to make a simple Exploratory Data Analysis to find an insight Comcast is an American global telecommunication company.

Data Dictionary

The existing database will serve as a repository of public customer complaints filed against Comcast.

  • Ticket #: Ticket number assigned to each complaint
  • Customer Complaint: Description of complaint
  • Date: Date of complaint
  • Time: Time of complaint
  • Received Via: Mode of communication of the complaint
  • City: Customer city
  • State: Customer state
  • Zipcode: Customer zip
  • Status: Status of complaint
  • Filing on behalf of someone

Number of complaints per monthly

A trend chart for the number of complaints at monthly granularity levels. Monthly


Number_of_Complaints

A trend chart for the number of complaints at daily granularity levels. daily


Analysis]


Calendar Chart

daily


Complaint Types.

The most complaint types like around internet, network issues, or across any other domains.

daily


Number of issue Per Case

daily


Topic Model

Topic modeling to find the most frequently discussed issues in the customer complaints.

daily


Total Number of Tickets per states

daily


Open and Closed Tickets per States

daily


Open and Closed Tickets

daily


Summary

  • There was total of 2224 Tickets from which 77% are closed and there are still 23% open tickets.

  • The highest ticket was recorded in July 2015, generally there was a high ticket recorded form April to July.

  • Most of the issue are related to Internet Speed, Data, Service and Billings.

  • Georgia has high number of ticket and Iowa has very Low ticket.


Author


👤 SABOYE


🤝 Contributing

Contributions, issues and feature requests are welcome!
Feel free to check issues page.


Show your support

Give a ⭐️ if this project helped you!


📝 License

Copyright © 2021 saboye.
This project is MIT licensed.


Acknowledgements


About

A Data Analysis project is to explore consumer complaints about Comcast, a US-based telecommunications company, in order to gain insights into the company's performance.

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