/Classify-range-of-mobile-phone-price

In this project, I visualized training dataset about mobile phone of various companies and built a logistic regression model to predict a range of mobile phone price for the stakeholder’s company.

MIT LicenseMIT

[Note: you can preview files that are in PDF, R, and CSV format by clicking on the file]

Software I used:

Tableau : for visualizing data

RStudio : for building model

Description:

  • In this project, I visualized the training dataset in Tableau to generate insights and find out if there are any missing values, as well as obtained summary statistics and built a multinomial logistic regression model in RStudio to predict a price range of mobile phones for the stakeholder’s mobile company. More details about the dataset, what each field represents, you can refer to this link: https://www.kaggle.com/datasets/iabhishekofficial/mobile-price-classification.