oasis-web / src /Home.py
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feat/exploratory-data-analysis (#2)
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# Home.py
import streamlit as st
st.set_page_config(page_title="Multi-Page App Home", page_icon="🏠", layout="centered")
# This project aims to predict real estate prices, primarily focusing on the impact of **climatic events**. Our goal is to identify **safe and profitable locations** by analyzing how various weather and climate patterns influence property values. As the project evolves, we plan to incorporate other significant events that might affect real estate prices.
st.title("Welcome to Oasis! 🏠")
st.write(
"""
Oasis is a project designed to predict real estate prices, focusing on the impact of climatic events. Our goal is to identify safe and profitable locations by analyzing how various weather and climate patterns influence property values.
**How this works:**
1. **Data Collection:** We gather data on real estate prices and climatic events.
2. **Data Analysis:** We analyze the data to understand how different climatic factors affect property values.
3. **Model Training:** We train machine learning models to predict real estate prices based on climatic conditions and climatic conditions.
4. **Location Assessment:** We assess locations for safety and profitability based on our predictions.
"""
)
st.info("πŸ‘ˆ Select a page from the sidebar to get started!")