Question

Engg College Data file is provided. You need to do Clustering of the Engg Colleges.

• Do Clustering using Hierarchical with Average Linkage?

• Do Clustering using K Means?

Using R Check the output of the above two. If the output differs then what linkage should have been used in Hierarchical so that the two output are almost matching.

SR_NO	Engg_College	Teaching	Fees	Placements	Internship	Infrastructure
1	A	5	2	5	5	3
2	B	4	2	5	5	3
3	C	4	5	5	4	5
4	D	5	4	5	4	4
5	E	2	5	2	2	5
6	F	3	4	3	3	4
7	G	1	3	1	1	2
8	H	4	4	5	5	5
9	I	4	4	4	4	4
10	J	3	4	3	4	5
11	K	3	4	3	4	5
12	L	2	5	3	2	3
13	M	1	5	1	2	2
14	N	3	5	3	3	4
15	O	3	2	2	2	3
16	P	3	3	2	2	3
17	Q	3	3	1	2	3
18	R	3	4	4	3	3
19	S	3	5	4	3	3
20	T	3	5	3	2	3
21	U	2	2	2	2	1
22	V	2	2	1	2	1
23	W	2	5	1	1	1
24	X	1	1	1	2	5
25	Y	1	1	1	1	5
26	Z	3	4	5	2	3

Answer 1

Projet Nenel Environment History Connections Lit Teachingen Global Environment 0 enggt1g 26 b of vrables 6 F 13 M Files Plts Fack Hep Viewe G P 18 In enggclg read.csvt C:fusers/srujan Docunents/les Lnggcollege.csv O lype here to search

Projet Nene Environment History Connections Lit Teachingen Global Environment 0 enggt1g 26 Ubs· of ? variables 6 F 13 M Files Plts Fack Hep Viewe G P 18 In enggclg read.csvt C:fusers/srujan Docunents/les Lnggcollege.csv O lype here to search

Addins Projet Nenel enpacig 1 enggc1g reac.csv〔"c:/users/Srujan/bit unents/Rriles/Enggul lege, 〔s (+ Global Environment plot Cenglg) , sees (10) 0 enggt1g 26 b of vrables Files Plts Fack Hep Viewe LSR NO 41 Top Level Scrict Colcge cnggc lg read.csv〔℃:/users/srujan/Documents/kf11es/Lngocollege.csv.) ': Plot (enggclg) Fees さcernerils Intemsh p O lype here to search

tudo Projet Nene enggc1g(+ reac.csv〔"c:/users/Srujan/bit unents/Rriles/Enggul lege, 〔s viewCengclg 1 Global Environment 2 0 enggt1g 26 b of vrables List of Files Plts Fack Hep Viewe LSR NO Top Level Scrict Colcg set.seediLo к-neans clustering with 3 clusters at sizes 8, 1-13 cluster ncans: 1 3.87 Fees ring vector:· [1] 1 3 1 3 3 2 1 1 3 3 3 3 3 1 1 3 3 3 2 2 3 2 2 3 w1thin cluster sun of squares by cluster: し1] 10.375000 4·CO0000 9.846154 (between-ss / total-ss 67.6 %) . Avat lable components: [ij cluster totsS withinss 51z0 。lype here to search