A collection of Snowflake Apps and Tools.

Snowflake Data Analysis Project

This project is aimed at performing data analysis on transactions stored in a Snowflake database. It involves uploading transaction data from a CSV file into a Snowflake table, executing SQL queries to analyze the data, and displaying the results.

Features

Data Upload: Upload transaction data from a CSV file into a Snowflake table.
Data Analysis: Perform various data analysis tasks using SQL queries on the Snowflake database.
Result Visualization: Display the results of the data analysis queries.

Prerequisites

Before running the project, ensure you have the following installed:

Python 3.x
snowflake-connector-python library
pandas library

Project Files

README.md: This file provides an overview of the project, including setup instructions, usage guidelines, and other relevant information.
SnowflakeQueries.ipynb: This Jupyter Notebook contains a collection of SQL queries used for data analysis on transactions stored in a Snowflake database.
Transactions.csv: This CSV file contains raw transaction data. It serves as the input for the Snowflake data analysis project.
generator.ipynb: This Jupyter Notebook contains the Python code used to generate fake transaction data for testing and development purposes.
transactions.db: This SQLite database file stores transaction data locally. It is used for testing and development purposes.
snowflake_script.py: Main program. SQL queries used for data analysis on transactions stored in a Snowflake database.

Setup

Clone the repository:

git clone https://github.com/your_username/snowflake-data-analysis.git
cd snowflake-data-analysis

Install dependencies:

pip install snowflake-connector-python pandas

Update Snowflake connection parameters:

Open the snowflake_script.py file and replace the placeholders (<your_user>, <your_password>, <your_account>, etc.) with your actual Snowflake credentials.

Usage

Place your CSV file containing transaction data in the project directory.
Run the snowflake_script.py script to upload the CSV file to a Snowflake table, execute the predefined SQL queries, and print the results:
```
python snowflake_script.py
```

Contributing

Contributions are welcome! Please feel free to submit a pull request or open an issue for any bugs, feature requests, or improvements.

License

This project is licensed under the MIT License - see the LICENSE file for details.

guzmanwolfrank/Snowflake