Crops Prediction using Weather Analysis

predict suitable crops analyzing soil type and weather of Nepal

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Dataset

Weather Data

We created a station_list.csv file mocking the weather station of Department Of Hydrology and Meteorology of Nepal from this network data and filter some.

Data Source: Darksky API

Weather dataset structure

• hourly - hourly weather of every districts and places

• daily - daily weather of every districts and places in daily order

• weekly - weekly weather of every districts and places

Project Setup

Windows

1. Install Python

2. Create Virtualenv:

   windows: pip install virtualenv

   linux: `pip install

Linux

1. Install Python pip: sudo apt install python3-pip
2. Install virtualenv: pip3 install virtualenv
3. Create virutalenv: virtualenv venv
4. Activate virutalenv: source venv/bin/activate

Common Steps

1. Install requirements.txt pip install -r requirements.txt

Run Async Weather Collector

python async_weather_collector.py

Run Flask App

cd api
python -m flask run