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---
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title: Energy Consumption Estimator
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emoji: ⚡
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colorFrom: green
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colorTo: blue
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sdk: streamlit
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sdk_version: 1.43.1
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app_file: main.py
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pinned: false
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---
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# Energy Consumption Estimator
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This Streamlit app estimates energy consumption based on client attributes using a machine learning model.
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## Features
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- User-friendly web interface
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- Form-based input for client information
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- Instant energy consumption estimation
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- Responsive design that works on desktop and mobile
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## Input Parameters
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- **Age**: Client's age
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- **Marital Status**: Single, Married, Separated, Divorced, Widowed, or Other
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- **Day/Night Consumption**: Current consumption value
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- **Income Level**: Income bracket
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- **Dwelling Area**: Type of area where the client lives
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- **Children**: Whether the client has children
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- **Solar Panel**: Whether the client has solar panels
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- **Attitude Towards Sustainability**: Client's attitude towards sustainability
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- **Tariff**: Type of tariff plan
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## Important Note
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For the app to function properly, you need to upload the following files to this Space:
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- `model.pickle` (your trained model)
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- `encoder.pickle` (your encoder)
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These files should be placed in the same directory as `main.py`.
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