https://github.com/janishar/data-analytics-project-template

A python project starter template for data-analytics and data-science.
https://github.com/janishar/data-analytics-project-template

ai anaconda conda data-analysis data-analytics data-science jupyter-notebook keras matplotlib notebook numpy pandas project-starter-kit python python3 tensorflow

Last synced: 4 days ago
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A python project starter template for data-analytics and data-science.

• Host: GitHub
• URL: https://github.com/janishar/data-analytics-project-template
• Owner: janishar
• License: apache-2.0
• Created: 2022-12-25T13:45:30.000Z (almost 2 years ago)
• Default Branch: main
• Last Pushed: 2023-10-09T08:55:55.000Z (about 1 year ago)
• Last Synced: 2024-10-10T12:35:26.608Z (27 days ago)
• Topics: ai, anaconda, conda, data-analysis, data-analytics, data-science, jupyter-notebook, keras, matplotlib, notebook, numpy, pandas, project-starter-kit, python, python3, tensorflow
• Language: Jupyter Notebook
• Homepage:
• Size: 312 KB
• Stars: 75
• Watchers: 3
• Forks: 12
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Data Analytics Project Template

A project template to quick start data analytics and machine learning task.

# About The Project

It is convenient to adopt a good project structure having support of git when starting with a project for data analysis and machine learning. This project is made for Visual Studio Code (**vscode**) but can be used in any IDE.

# Project Highlights

1. Jupyter Notebook

2. Pandas

3. matplotlib

4. numpy

5. seaborn

6. **data** directory git ignored

7. module finder for code sharing

# About The Author

You can connect with me here:

* [Janishar Ali](https://janisharali.com)

* [Twitter](https://twitter.com/janisharali)

* [YouTube Channel](https://www.youtube.com/@unusualcode)

## Recommended Steps:

1. Install Conda - [Instructions Here](https://conda.io/projects/conda/en/latest/user-guide/install/index.html)

2. Install vscode (optional) - [Download Here](https://code.visualstudio.com/download)

3. Clone this repo

4. `src/example/data/archive.zip` - unzip for testing

5. Run `src/example/main.ipynb`

6. Get started with your own project 🥳

## VSCODE template generation

1. Open `Command Palette`

2. Select `Tasks: Run Task`

3. Select `Template: Generate Analysis Module`

4. `Enter the name` of a new module directory

5. The template directory is generated in the `src` directory with the given name

6. Start working on the task

https://user-images.githubusercontent.com/11065002/209532606-c62df522-2136-4837-a736-4568801411a9.mov

## Project Directory Structure

```

.

├── .git

├── .gitignore

├── .templates

├── .vscode

└── src

    ├── example

    │   ├── .gitignore

    │   ├── __module_finder__.py

    │   ├── data

    │   │   ├── Churn_Modelling.csv

    │   │   └── archive.zip

    │   └── main.ipynb

    └── utils

        ├── __init__.py

        └── display.py

```

 

### Find this project useful ? :heart:

* Support it by clicking the :star: button on the upper right of this page. :v:

### License

```

   Copyright (C) 2022 JANISHAR ALI ANWAR

   Licensed under the Apache License, Version 2.0 (the "License");

   you may not use this file except in compliance with the License.

   You may obtain a copy of the License at

       http://www.apache.org/licenses/LICENSE-2.0

   Unless required by applicable law or agreed to in writing, software

   distributed under the License is distributed on an "AS IS" BASIS,

   WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.

   See the License for the specific language governing permissions and

   limitations under the License.

```