y656/Weather-data-clustering

This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset

clustering-algorithm davies-bouldin dendrogram elbow-plot hierarchical-clustering kernelpca kmeans-clustering matplotlib-pyplot minmaxscaling outlier-detection outliers-detection pandas-dataframe pca robust-scaling seaborn-plots silhouette-score standard-scaler truncated-svd unsupervised-machine-learning

Weather-data-clustering

This repository contains various clustering techniques applied to weather data. It contains K-Means, Hierarchical Agglomerative clustering.
The dataset for the code is downloaded from https://www.kaggle.com/datasets/julianjose/minute-weather
As the dataset is large I could not upload the data in this repository.

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Created June 18, 2022

Updated July 16, 2023

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y656/Weather-data-clustering

Weather-data-clustering

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