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data-warehouse's Introduction

Data-warehouse

in this project, we built a data warehouse on formula 1 data

the 1st step is getting the data(formula 1) from kaggel https://www.kaggle.com/datasets/rohanrao/formula-1-world-championship-1950-2020

  • The dataset consists of all information on the Formula 1 races, drivers, constructors, qualifying, circuits, lap times, pit stops, and championships from 1950 till the latest 2021 season and represent it in ERD. image

the 2nd step is creating a star schema in this data

  • we set some goals and start to create a star schema according to these goals.we select important dimensions and work on them and write SQL quires that achieve this star schema in our data. image

the 3rd step is creating a cube in this data

  • we use VS code and analysis services in SQL management studio and write some MDX quries in this cube.

the 4th step is an analysis

  • We analyzed this cube using python(NumPy and pandas) and excel.

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