download text data 2

download text data 3

download record data

download R code for the generation of record data

Python Part

Record Data

2d plot

k = 2 with Euclidean distance

k = 3 with Euclidean distance

k = 4 with Euclidean distance

k = 2 with Manhattan distance

k = 3 with Manhattan distance

k = 4 with Manhattan distance

3d plot

k = 3 with Cosine distance

k = 4 with Cosine distance

k = 3 with Manhattan distance

k = 4 with Manhattan distance

Hierarchically Clustering

2d plot

k = 2 with Euclidean distance

k = 3 with Euclidean distance

k = 4 with Euclidean distance

k = 2 with Manhattan distance

k = 3 with Manhattan distance

k = 4 with Manhattan distance

3d plot

k = 3 with Cosine distance

k = 4 with Cosine distance

k = 3 with Manhattan distance

k = 4 with Manhattan distance

Hierarchically Clustering

Dbscan Clustering

Download Python Code(record data)

Download Python Code(text data)

Silhouette

Elbow

Gap-Stat

KMeans

k=2 with spearman distance

k=3 with spearman distance

k=2 with euclidean distance

k=3 with euclidean distance

k=2 with manhattan distance

k=3 with manhattan distance

Hierarchical Clustering

minkowski distance

manhattan distance

euclidean

canberra distance

Heat Map

Text Data

Silhouette

Elbow

Gap-Stat

KMeans

k = 2 with euclidean distance

k = 2 with manhattan distance

k = 7 with spearman distance

Hierarchical Clustering

minkowski distance

manhattan distance

euclidean distance

canberra distance

Dbscan Clustering

download R code