07 - 11 - 2014
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Example 7

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.

Number of strains (%) sensitive to antibiotics from different bacterial genera

Antibiotic

Enterococcus

E. coli

Staphylococcus

Streptococcus

Other

Amikacin

0

27.27

76.92

40

71.79

Amoxicillin

0

22.22

36.36

55.56

25.64

Amoxicillin/clavulanic acid

0

30

33.33

42.31

31.58

Ampicillin

8

0

6.9

19.35

29.73

Azithromycin

13.04

27.27

50

39.39

27.03

Cefazolin

0

44.44

89.66

78.57

60.53

Cefoperazone

0

83.33

88.89

75.86

46.15

Cefotaxime

0

75

100

70.97

71.79

Cefoxitin

0

50

78.57

63.16

58.06

Ceftazidime

0

37.5

57.69

37.5

28.95

Ceftriaxone

0

90

77.14

62.16

65

Cefuroxime

0

0

79.31

70.37

63.16

Chloramphenicol

12.5

28.57

35.48

21.88

42.11

Ciprofloxacin

37.04

87.5

80.65

51.61

92.11

Clarithromycin

0

11.11

46.67

35.48

67.57

Clindamycin

0

11.11

67.74

42.86

56.41

Co-trimoxazole

0

50

29.17

40

3.33

Doxycycline

21.43

8.33

53.33

48.39

55.26

Erythromycin

7.41

8.33

44.83

43.33

5.13

Furagin

61.9

100

83.87

80.56

80

Gatifloxacin

75

90

88.89

83.33

78.57

Gentamicin

40

88.88

84.38

67.65

65.85

Imipenem

80

85

100

100

75.76

Jozamycin

0

30

56.67

56.25

27.78

Kanamycin

0

0

68

17.24

22.22

Levofloxacin

75

88.89

85

85

77.78

Lincomycin

0

11.11

62.5

58.62

28.21

Lomefloxacin

0

71.43

82.35

41.18

44.74

Meropenem

60

100

100

100

72.73

Midecamycin

0

0

60

48.28

37.84

Nitroxoline

0

25

65.38

34.48

48.65

Norfloxacin

4

55.56

66.67

27.59

46.34

Ofloxacin

0

66.67

73.53

43.33

75

Oxacillin

0

0

38.71

20.69

0

Pefloxacin

0

76.92

75

54.84

65.85

Penicillin

0

0

13.79

34.48

21.05

Pipemidic acid

0

33.33

31.03

11.11

34.29

Rifampicin

0

0

87.5

58.62

81.58

Roxithromycin

0

11.11

46.67

33.33

44.74

Spiramycin

0

0

63.33

41.94

54.05

Streptomycin

4.17

11.11

56.67

48.39

25

Tetracycline

19.05

44.44

45.16

44.83

5.26

Attachments:
Download this file (Antibiotics.xls)Example_7_Excel 16 Kb

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