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uber-data-analysis's Introduction

Uber Data Analysis Project

Introduction

This project focuses on analyzing Uber trip data using Python. The dataset is processed and transformed into a structured format suitable for analysis and visualization.

Data Pipeline

The data pipeline involves several steps:

  1. Data loading from an external API.
  2. Transformation of raw data into structured formats.
  3. Exporting the transformed data to a BigQuery warehouse.

Project Structure

  • Uber Data Pipeline.ipynb: Jupyter Notebook containing the code for data processing and transformation.
  • extract.py: Python script for loading data from an API.
  • load.py: Python script for exporting data to BigQuery.
  • transform.py: Python script for transforming raw data into structured formats.

Usage

To replicate the analysis:

  1. Clone the repository.
  2. Run the Jupyter Notebook Uber Data Pipeline.ipynb.
  3. Ensure required Python packages are installed.

Technologies Used

  • Python
  • Pandas
  • Requests
  • BigQuery

uber-data-analysis's People

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