Skip to content

00-Hierarchal-Clustering-Example

Updated
17 Sept 2026
1 min read
1 sections
Page 104 of 117
Python & Machine Learning

Hiearchal Clustering

python
df = pd.read_excel('C://Users/Marcial/Downloads/Data_User_Modeling_Dataset_Hamdi Tolga KAHRAMAN.xls')
python
df
Out · table
Data Set Characteristics: Multivariate
Unnamed: 1
Attribute Information:
0
Number of Instances: 403
46 more lines
NaN
STG (The degree of study time for goal object ...
1
Area: Education
NaN
SCG (The degree of repetition number of user f...
2
Attribute Characteristics: Real
NaN
STR (The degree of study time of user for rela...
3
Number of Attributes: 5
NaN
LPR (The exam performance of user for related ...
4
Associated Tasks: Classification
NaN
PEG (The exam performance of user for goal obj...
5
NaN
NaN
UNS (The knowledge level of user)
6
Class Distribution
NaN
NaN
7
Very Low: 50
NaN
NaN
8
Low:129
NaN
NaN
9
Middle: 122
NaN
NaN
10
high 130
NaN
NaN
11
Total:403
NaN
NaN