https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial

:panda_face: :computer: Load or insert data into a SQL database using Pandas DataFrames.
https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial

data-analysis data-science dataframes pandas pandas-sqlalchemy-tutorial python sql-database sqlalchemy tutorial

Last synced: 24 days ago
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:panda_face: :computer: Load or insert data into a SQL database using Pandas DataFrames.

• Host: GitHub
• URL: https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial
• Owner: hackersandslackers
• License: mit
• Created: 2019-08-09T22:29:40.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2025-03-07T14:45:43.000Z (2 months ago)
• Last Synced: 2025-04-16T01:16:18.975Z (24 days ago)
• Topics: data-analysis, data-science, dataframes, pandas, pandas-sqlalchemy-tutorial, python, sql-database, sqlalchemy, tutorial
• Language: Python
• Homepage: https://hackersandslackers.com/connecting-pandas-to-a-sql-database-with-sqlalchemy/
• Size: 3 MB
• Stars: 29
• Watchers: 1
• Forks: 7
• Open Issues: 24
• Metadata Files:
  • Readme: README.md
  • Funding: .github/FUNDING.yml
  • License: LICENSE

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README

        
# Pandas SQLAlchemy Tutorial

![Python](https://img.shields.io/badge/Python-v^3.8-blue.svg?logo=python&longCache=true&logoColor=white&colorB=5e81ac&style=flat-square&colorA=4c566a)

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![SQLAlchemy](https://img.shields.io/badge/SQLAlchemy-^1.3.6-red.svg?longCache=true&style=flat-square&logo=python&logoColor=white&colorA=4c566a&colorB=bf616a)

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![Pandas SQLAlchemy Tutorial](https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial/blob/master/.github/[email protected]?raw=true)

Easily drop data into Pandas from a SQL database, or upload your DataFrames to a SQL table. Tutorial found here: https://hackersandslackers.com/connecting-pandas-to-a-sql-database-with-sqlalchemy/

## Installation

**Installation via `requirements.txt`**:

```shell

$ git clone https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial.git

$ cd pandas-sqlalchemy-tutorial

$ python3 -m venv myenv

$ source myenv/bin/activate

$ pip3 install -r requirements.txt

$ python3 main.py

```

**Installation via [Pipenv](https://pipenv-fork.readthedocs.io/en/latest/)**:

```shell

$ git clone https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial.git

$ cd pandas-sqlalchemy-tutorial

$ pipenv shell

$ pipenv update

$ python3 main.py

```

**Installation via [Poetry](https://python-poetry.org/)**:

```shell

$ git clone https://github.com/hackersandslackers/pandas-sqlalchemy-tutorial.git

$ cd pandas-sqlalchemy-tutorial

$ poetry shell

$ poetry update

$ poetry run

```

## Usage

Replace the values in **.env.example** with your values and rename this file to **.env**:

* `SQLALCHEMY_DATABASE_URI`: Connection URI of a SQL database.

*Remember never to commit secrets saved in .env files to Github.*

------------------

**Hackers and Slackers** tutorials are free of charge. If you found this tutorial helpful, a [small donation](https://www.buymeacoffee.com/hackersslackers) would be greatly appreciated to keep us in business. All proceeds go towards coffee, and all coffee goes towards more content.