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This is a very broad Python data analysis project from data cleaning and data visualization perspective.

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Zomato-Data-Analysis-Using-Python

Zomato Wallpaper

The Client wants to analyze the Zomatao Database, as they are planning to open-up a new restraunt. They want information inline with below questions.

  1. What type of restraunt is preferably to open?
  2. Best location?
  3. What kind of services, restraunt should provide?

Dataset

Kaggle

Libraries Used

  • Numpy
  • Pandas
  • Matplotlib
  • Seaborn

Data Pre-Processing

  • Dropping Columns
  • Renaming Columns
  • Dropping Duplicates
  • Handling Null Values
  • Changing data type
  • Clustering a column values
  • Cleaning various columns

Visualization

  • Countplot
  • Boxplot
  • Barplot

Learning from Project

  • Data Cleaning
  • Data Visualization

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This is a very broad Python data analysis project from data cleaning and data visualization perspective.

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