optimize-holiday-clusering.py

# KMeans
from sklearn.cluster import KMeans
kmeans = KMeans(n_clusters=int(num_days), random_state=0).fit(places_lat_long)
group = list(kmeans.labels_)

# MeanShift
from sklearn.cluster import MeanShift, estimate_bandwidth
bandwidth = estimate_bandwidth(places_lat_long, quantile=0.2)
clustering = MeanShift(bandwidth=bandwidth).fit(places_lat_long)
group = clustering.labels_

# SpectralClustering
from sklearn.cluster import SpectralClustering
clustering = SpectralClustering(n_clusters=9,
         assign_labels="discretize",
         random_state=0).fit(places_lat_long)
group = clustering.labels_

good job!

good job!

Thanks @YHR98 😃