Customer Lifetime Value Analysis using Python (Basic- Level) As i could not find data to scrape I used one of the data sets available on the internet.
This Project is of a basic nature to showcase that I understand the concept and logic behind the calculation
![Screenshot 2023-08-16 193540](https://private-user-images.githubusercontent.com/122095100/261038403-5abb09cb-41e9-4bef-a6ce-12110743cc1e.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NDAzLTVhYmIwOWNiLTQxZTktNGJlZi1hNmNlLTEyMTEwNzQzY2MxZS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT03N2MxOGM3ZTEwNTY0MDgxMjVhNGE3YWIyZGYzMjg1MDhhOWNkMTlkNjc4ZDJiMzVmZTMyMDE1YWExYTc2NGZjJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.YWTfZGMdoZsaR3cc2zSWWJMWYWeD8qgsu5XSL7pGcg0)
![Screenshot 2023-08-16 193605](https://private-user-images.githubusercontent.com/122095100/261038513-7e24e543-099f-41d8-9b71-455d869a16ed.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NTEzLTdlMjRlNTQzLTA5OWYtNDFkOC05YjcxLTQ1NWQ4NjlhMTZlZC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0xODcxMTdhZjhiMjkyYzljNTVkNjE4Mzk3YjNkOWM2MWQ1N2U5MzgyZTMyMmU3MTBkYTBmNzFhMzljMzliMTQ0JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.ESArZkLrFu0IROIohZgIWeD2aNdHwr2ycRzOBgG3feU)
![Screenshot 2023-08-16 193641](https://private-user-images.githubusercontent.com/122095100/261038558-3806afb5-9fa9-44a2-bfa6-b4b01b31387a.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NTU4LTM4MDZhZmI1LTlmYTktNDRhMi1iZmE2LWI0YjAxYjMxMzg3YS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0yOTMyNmQ3YTllYjljMzZlNDFlMDQ1ZjEzNDA5NmY4ZDYyY2Q1MWRhMTU2MmI2MTU3MWVkZDk2MDgxY2E0Yjc3JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.lwMOilO8yAB3USB-S512mTvjOsbhvhl7PTNF2OOGe_Y)
![Screenshot 2023-08-16 193711](https://private-user-images.githubusercontent.com/122095100/261038581-5e0b4faf-951d-4430-9902-efe74ea988ef.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NTgxLTVlMGI0ZmFmLTk1MWQtNDQzMC05OTAyLWVmZTc0ZWE5ODhlZi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1jOTYzMDEyZDlmOGYxYzBjOTYzOTE0MTNiNzdkM2RhYmNkODc0MDZjMDAwOGVlODhiYmYzNGJjM2U2NWQ5MWUzJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.l401UoPDJGCdea3fsO1AfkoAV6PSPKXxsB9AY1m3PGY)
![Screenshot 2023-08-16 193743](https://private-user-images.githubusercontent.com/122095100/261038598-d20a05ea-761f-45d4-b66b-de4c72fa0d5f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NTk4LWQyMGEwNWVhLTc2MWYtNDVkNC1iNjZiLWRlNGM3MmZhMGQ1Zi5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT05OGIzMWI4MThiYzI1YmQyMzhlMWE0NzJkNDVmNGE1NmNjZmMyMjY2ODI0YTNkMGRjNzViZTM1NjBiYTgyYmQ1JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.E3dyh_Egr7lx7aSdzLQOJbogdPhCm445SUYiPysp0RY)
![Screenshot 2023-08-16 193808](https://private-user-images.githubusercontent.com/122095100/261038629-c1528099-ee40-4e7c-8f92-8967e6a302cd.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NjI5LWMxNTI4MDk5LWVlNDAtNGU3Yy04ZjkyLTg5NjdlNmEzMDJjZC5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT00Yzc0YTNlMjAyZTMyNTFiYzA0MWM5NjhhMGM2NTdmYzVhYjlmMTUwMWE0M2QxMDc4OTJmY2E1ODQzZmQ1YzA0JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.KJharQmqU8GHWG-ZfBRK_GHPC-E1QzrtrAf91A0qylo)
![Screenshot 2023-08-16 193904](https://private-user-images.githubusercontent.com/122095100/261038668-45f4af76-0b48-460a-aef5-962fbaf71fea.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NjY4LTQ1ZjRhZjc2LTBiNDgtNDYwYS1hZWY1LTk2MmZiYWY3MWZlYS5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT1jMjI1NTE3NTMxZjkxYzMxOGNkY2U0ODY4ZjU3YWE1YzU5YzZiYjJiY2U2NmNmNjFjYzhmZGUyMGMwMjBjZjYyJlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.gJ4oHEvKX9XaESwUXop7FRjpBAZ_iXjHP0i3FKdgd0U)
![Screenshot 2023-08-16 194719](https://private-user-images.githubusercontent.com/122095100/261038683-02f4ce68-6929-4a7a-b9ee-c292db256f5c.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJnaXRodWIuY29tIiwiYXVkIjoicmF3LmdpdGh1YnVzZXJjb250ZW50LmNvbSIsImtleSI6ImtleTUiLCJleHAiOjE3MjM0MDM3OTksIm5iZiI6MTcyMzQwMzQ5OSwicGF0aCI6Ii8xMjIwOTUxMDAvMjYxMDM4NjgzLTAyZjRjZTY4LTY5MjktNGE3YS1iOWVlLWMyOTJkYjI1NmY1Yy5wbmc_WC1BbXotQWxnb3JpdGhtPUFXUzQtSE1BQy1TSEEyNTYmWC1BbXotQ3JlZGVudGlhbD1BS0lBVkNPRFlMU0E1M1BRSzRaQSUyRjIwMjQwODExJTJGdXMtZWFzdC0xJTJGczMlMkZhd3M0X3JlcXVlc3QmWC1BbXotRGF0ZT0yMDI0MDgxMVQxOTExMzlaJlgtQW16LUV4cGlyZXM9MzAwJlgtQW16LVNpZ25hdHVyZT0yNzFkMzE3NmM1MjdiZjZjNGI3NGM0OWIwMDM5M2NhNTgyNjJhMTEwMWVhMGRiZTBhMmQ5ZmMxZDYxODI2YzM2JlgtQW16LVNpZ25lZEhlYWRlcnM9aG9zdCZhY3Rvcl9pZD0wJmtleV9pZD0wJnJlcG9faWQ9MCJ9.Q8vmtFesDh2nZSRgafYeNwJNqamzHfzo3fhpwr8deQM)