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We have dataset of IPL from 2008 to 2020 and we have to visualize analytics on Power BI dashboard. We have to upload that dataset into data lake. After that we have to process that data through pipeline and produce modeled data in warehouse. So, that we will be able to analyze the data in Power BI through pre-defined dashboards.

azure azure-data-factory azure-data-lake dashboard data-warehouse ipl powerbi snowflake snowpark

ipl-data-analytics's Introduction

IPL Data Analytics

Abstract: We have a Indian Premier League dataset from the year 2008-2020. This dataset is not in ready to use format and not good enough to give better visualization of data. We have to extract, load and transform our data. we need to  explore of several technologies to build a solution.

Services & Tools used:

  • Azure Data Lake Storage Gen2
  • Azure Data Factory
    • a. Linked Service
    • b. Pipeline
    • c. Dataset
    • d. Copy Data Activity
    • e. Script
    • f. Web
    • g. Delete
  • Azure Logic App
  • Azure Key Vault
  • Snowflake & Snowpark
    • a. Data Warehouse
    • b. Database
  • Power BI Desktop & Service

High Level Architecture:-

Flow Diagram:-

Transformed Table:-

Visualization (Output):-

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