ndhanvina/simple-sentiment-analysis-ml

Set up project structure and dependencies

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#1 opened on Aug 2, 2025

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good first issuesetup

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Description

Task Description

Create the basic project structure and set up all necessary dependencies for the sentiment analysis project.

Requirements

  • Create a requirements.txt file with the following dependencies:
    • pandas
    • scikit-learn
    • numpy
    • matplotlib
    • seaborn
    • nltk
  • Create a basic project structure: 
    ├── data/
├── src/
│   ├── __init__.py
│   ├── data_preprocessing.py
│   ├── model.py
│   └── utils.py
├── notebooks/
├── tests/
├── README.md
└── requirements.txt
  • Update README.md with project description and setup instructions

Acceptance Criteria

  • All directories are created
  • requirements.txt contains all necessary packages
  • README.md explains the project and how to set it up
  • Virtual environment setup instructions are included

Contributor guide

Research direction
Set up the project by creating the directory structure and a requirements.txt file with the specified dependencies. Then update the README with setup instructions.
Tech stack
pythonpandasscikit learnnumpy
Domain
machine learning
Issue type
Chore
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
1
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Under 1 hour
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
GitPython basics
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
90