BIOMEDICAL STATISTICS
This example contains data of sensitivity of different bacteria to 42 antibiotics (% of sensitive strains out of all strains tested).
The dataset is discussed in Two-step cluster analysis, K-means clustering and Hierarchical cluster analysis.
Antibiotic
Enterococcus
E. coli
Staphylococcus
Streptococcus
Other
Amikacin
0
27.27
76.92
40
71.79
Amoxicillin
22.22
36.36
55.56
25.64
Amoxicillin/clavulanic acid
30
33.33
42.31
31.58
Ampicillin
8
6.9
19.35
29.73
Azithromycin
13.04
50
39.39
27.03
Cefazolin
44.44
89.66
78.57
60.53
Cefoperazone
83.33
88.89
75.86
46.15
Cefotaxime
75
100
70.97
Cefoxitin
63.16
58.06
Ceftazidime
37.5
57.69
28.95
Ceftriaxone
90
77.14
62.16
65
Cefuroxime
79.31
70.37
Chloramphenicol
12.5
28.57
35.48
21.88
42.11
Ciprofloxacin
37.04
87.5
80.65
51.61
92.11
Clarithromycin
11.11
46.67
67.57
Clindamycin
67.74
42.86
56.41
Co-trimoxazole
29.17
3.33
Doxycycline
21.43
8.33
53.33
48.39
55.26
Erythromycin
7.41
44.83
43.33
5.13
Furagin
61.9
83.87
80.56
80
Gatifloxacin
Gentamicin
88.88
84.38
67.65
65.85
Imipenem
85
75.76
Jozamycin
56.67
56.25
27.78
Kanamycin
68
17.24
Levofloxacin
77.78
Lincomycin
62.5
58.62
28.21
Lomefloxacin
71.43
82.35
41.18
44.74
Meropenem
60
72.73
Midecamycin
48.28
37.84
Nitroxoline
25
65.38
34.48
48.65
Norfloxacin
4
66.67
27.59
46.34
Ofloxacin
73.53
Oxacillin
38.71
20.69
Pefloxacin
54.84
Penicillin
13.79
21.05
Pipemidic acid
31.03
34.29
Rifampicin
81.58
Roxithromycin
Spiramycin
63.33
41.94
54.05
Streptomycin
4.17
Tetracycline
19.05
45.16
5.26
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