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title: Srivari Seva
emoji: ๐
colorFrom: yellow
colorTo: red
sdk: docker
pinned: false
---
# ๐ Tirumala Darshan Prediction
A web application that predicts the **daily pilgrim count** at Tirumala Sri Venkateswara Swamy Temple.
Pick a date โ see how many pilgrims are expected โ plan your trip accordingly.
---
## ๐ How to Run
```bash
# Activate the environment
.venv_dl\Scripts\activate
# Launch the website
streamlit run app/dashboard.py
```
Open **http://localhost:8501** โ pick a date โ get the prediction.
---
## โจ Features
- ๐
**Date Picker** โ select any date from 2023 to 90 days ahead
- ๐ฎ **Pilgrim Prediction** โ AI-powered crowd forecast
- ๐ **Past Dates** โ shows both actual count AND what was predicted (accuracy check)
- ๐ฆ **Crowd Level** โ Low / Moderate / High / Very High
- ๐ **7-Day Trend** โ visual bar chart of the upcoming week
- ๐ **Recent Footfall** โ last 60 days of actual pilgrim data
- ๐ **Auto-Updates** โ data refreshes automatically from official TTD sources
---
## ๐ Project Structure
```
tirumala/
โโโ app/
โ โโโ config.py # Configuration
โ โโโ features.py # Feature engineering
โ โโโ scraper.py # Data scraper (news.tirumala.org)
โ โโโ trainer.py # Model training
โ โโโ predictor.py # Prediction engine
โ โโโ dashboard.py # Main website (Streamlit)
โ โโโ server.py # REST API (optional)
โ โโโ scheduler.py # Pipeline orchestrator
โโโ artefacts/ # Saved models & scalers (auto-created)
โโโ tirumala_darshan_data_clean.csv
โโโ requirements.txt
โโโ .gitignore
```
---
## ๐ Data Source
All pilgrim data is sourced from [news.tirumala.org](https://news.tirumala.org/category/darshan/) โ the official TTD news portal.
---
**เฅ เคจเคฎเฅ เคตเฅเคเคเคเฅเคถเคพเคฏ ๐**
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