Abhishek-Mallick/universal-box

[TEMPLATE] - Sales Forecasting

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#92 opened on Sep 30, 2024

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Description

What domain will the project template be based on?

Data Science

If 'Others', please specify the preferred domain.

No response

Particular directory path for the template.

templates/Data-Science/Prediction/Sales-Forecasting/

What tech stacks do you want to include?

Python, Pandas, Statsmodels

Brief Description

This project focuses on forecasting sales using time series analysis.

Note : A Jupyter notebook in form of a collab notebook should be linked in the README.md, and a user-friendly UI should be built using Flask or Streamlit.

👀 Have you spent some time checking if this issue has been raised before?

  • Yes
  • No

🏢 Have you read the Code of Conduct?

Would you like to work on this issue?

No

Contributor guide

Research direction
Create a Jupyter notebook for sales forecasting using time series analysis with Pandas and Statsmodels. Then build a Flask or Streamlit UI for user interaction. Follow the template structure in the repository and update the README with a link to the collab notebook.
Tech stack
pythonpandas
Domain
datamachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
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
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
70