hillalxd/country-land-temperature

Indonesia temperature forecast

This project use to predict temperature in indonesia on spesific month and year

Install

This project requires Python and the following Python libraries installed:

• NumPy
• Pandas
• seaborn
• matplotlib
• scikit-learn
• xgboost
• streamlit

Usage

first, you can clone this git repository

git clone https://github.com/HillalXD/country-land-temperature.git

then navigate your command to this directory

cd country-land-temperature

after that run app.py to use streamlit app

streamlit run app.py

Code

• Template code is provided in the temperature.ipynb notebook file.
• land-temperature.csv in provide data source for training model
• xgboost.pkl is trained classifier model file
• app.py is streamlit web application to user input features for model predicting

Dataset features

for doing prediction you need to input this features:

features	explanation
month	month in number
year	year for energy consumption forecast