Description:

The repository features a variety of analytics and machine learning projects.

Basic Tools and Skills:

• Languages: Python
• Data analysis: Pandas, NumPy, scipy, PySpark
• Visualization: Matplotlib, Seaborn
• Special operations:

  1.Data filing
  2.Data cleaning
  3.Data transformation
  4.Multiple vision comparison
  5.Mapping
  6.Finding insights
  7.Creating new features

Projects:

№	Title and link	About project	Skills and Tools
1	Rating analysis	Assessing the correct display of ratings on the online platform Fandango.	Python Pandas Seaborn NumPy Matplotlib
2	Spotify streaming analysis	The music comparison between New York and Chicago.	Python Pandas Seaborn Matplotlib
3	Orders Data Analysis	Exploring and analyzing large datasets stored in Parquet format using Apache Spark and Pandas.	Python Spark Pandas Data Modeling