Copia de PRACTICA VIRTUAL - ESTADÍSTICA APLICADA.xlsx

Descriptive statistics

Preg_14 count 96 mean 3.52 sample variance 0.55 sample standard deviation 0.74 minimum 1 maximum 5 range 4

empirical rule mean - 1s 2.78 mean + 1s 4.26 percent in interval (68.26%) 87.5%

mean - 2s 2.04 mean + 2s 5.00 percent in interval (95.44%) 87.5%

mean - 3s 1.30 mean + 3s 5.74 percent in interval (99.73%) 99.0%

skewness -0.39 kurtosis 0.69 coefficient of variation (CV) 21.00%

1st quartile 3.00 median 4.00 3rd quartile 4.00 interquartile range 1.00 mode 4.00

low extremes 0 low outliers 1 high outliers 0 high extremes 0

8/31/2015 20:55.21 (1)

Frequency Distribution - Qualitative

0 1 2 3 4 5 6

BoxPlot

Preg_14

Preg_14 frequencypercent

N° 0 0.0 1 1 1.0 2 5 5.2 3 39 40.6 4 45 46.9 5 6 6.3 6 0 0.0 7 0 0.0 8 0 0.0 9 0 0.0

10 0 0.0 11 0 0.0 12 0 0.0 13 0 0.0 14 0 0.0 15 0 0.0 16 0 0.0 17 0 0.0 18 0 0.0 19 0 0.0 20 0 0.0 21 0 0.0 22 0 0.0 23 0 0.0 24 0 0.0 25 0 0.0 26 0 0.0 27 0 0.0 28 0 0.0 29 0 0.0 30 0 0.0 31 0 0.0 32 0 0.0 33 0 0.0 34 0 0.0 35 0 0.0 36 0 0.0 37 0 0.0 38 0 0.0 39 0 0.0 40 0 0.0 41 0 0.0 42 0 0.0 43 0 0.0 44 0 0.0 45 0 0.0 46 0 0.0 47 0 0.0 48 0 0.0 49 0 0.0 50 0 0.0

51 0 0.0 52 0 0.0 53 0 0.0 54 0 0.0 55 0 0.0 56 0 0.0 57 0 0.0 58 0 0.0 59 0 0.0 60 0 0.0 61 0 0.0 62 0 0.0 63 0 0.0 64 0 0.0 65 0 0.0 66 0 0.0 67 0 0.0 68 0 0.0 69 0 0.0 70 0 0.0 71 0 0.0 72 0 0.0 73 0 0.0 74 0 0.0 75 0 0.0 76 0 0.0 77 0 0.0 78 0 0.0 79 0 0.0 80 0 0.0 81 0 0.0 82 0 0.0 83 0 0.0 84 0 0.0 85 0 0.0 86 0 0.0 87 0 0.0 88 0 0.0 89 0 0.0 90 0 0.0 91 0 0.0 92 0 0.0 93 0 0.0 94 0 0.0 95 0 0.0 96 0 0.0

96 100.0

N° 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 950

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent



1 1 1.0 2 5 5.2 3 39 40.6 4 45 46.9 5 6 6.3

96 100.0


Preg_15

N° 5 10 15 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 950

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent

frequencypercent 1 3 3.1 2 5 5.2 3 36 37.5 4 45 46.9 5 7 7.3

96 100.0



1 2 2.1 2 9 9.4 3 35 36.5 4 44 45.8 5 6 6.3

96 100.0

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_15

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent



1 1 1.0 2 4 4.2 3 43 44.8 4 41 42.7 5 7 7.3

96 100.0


Indicador de pedidos_Mina count 12 mean 0.65690 sample variance 0.02829 sample standard deviation 0.16820 minimum 0.342592592592593 maximum 0.913294797687861 range 0.570702205095269

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_17

Per

cent

Frequency Distribution - Quantitative

N° total de pedidos lower upper midpoint width frequency percent

0.340 < 4.900 2.620 4.560 0 0.0 4.900 < 9.460 7.180 4.560 0 0.0 9.460 < ### 11.740 4.560 0 0.0

14.020 < ### 16.300 4.560 0 0.0 18.580 < ### 20.860 4.560 0 0.0 23.140 < ### 25.420 4.560 0 0.0 27.700 < ### 29.980 4.560 0 0.0 32.260 < ### 34.540 4.560 0 0.0 36.820 < ### 39.100 4.560 0 0.0 41.380 < ### 43.660 4.560 0 0.0 45.940 < ### 48.220 4.560 0 0.0 50.500 < ### 52.780 4.560 0 0.0 55.060 < ### 57.340 4.560 0 0.0 59.620 < ### 61.900 4.560 0 0.0 64.180 < ### 66.460 4.560 1 8.3 68.740 < ### 71.020 4.560 0 0.0 73.300 < ### 75.580 4.560 0 0.0 77.860 < ### 80.140 4.560 0 0.0 82.420 < ### 84.700 4.560 2 16.7 86.980 < ### 89.260 4.560 0 0.0 91.540 < ### 93.820 4.560 0 0.0 96.100 < ### 98.380 4.560 0 0.0

100.660 < ### 102.940 4.560 0 0.0 105.220 < ### 107.500 4.560 1 8.3 109.780 < ### 112.060 4.560 1 8.3 114.340 < ### 116.620 4.560 0 0.0 118.900 < ### 121.180 4.560 0 0.0 123.460 < ### 125.740 4.560 0 0.0 128.020 < ### 130.300 4.560 1 8.3 132.580 < ### 134.860 4.560 0 0.0 137.140 < ### 139.420 4.560 0 0.0 141.700 < ### 143.980 4.560 0 0.0 146.260 < ### 148.540 4.560 1 8.3 150.820 < ### 153.100 4.560 0 0.0 155.380 < ### 157.660 4.560 1 8.3 159.940 < ### 162.220 4.560 0 0.0 164.500 < ### 166.780 4.560 1 8.3 169.060 < ### 171.340 4.560 1 8.3 173.620 < ### 175.900 4.560 0 0.0 178.180 < ### 180.460 4.560 0 0.0 182.740 < ### 185.020 4.560 1 8.3 187.300 < ### 189.580 4.560 0 0.0 191.860 < ### 194.140 4.560 0 0.0 196.420 < ### 198.700 4.560 0 0.0 200.980 < ### 203.260 4.560 0 0.0 205.540 < ### 207.820 4.560 0 0.0 210.100 < ### 212.380 4.560 0 0.0 214.660 < ### 216.940 4.560 0 0.0

219.220 < ### 221.500 4.560 0 0.0 223.780 < ### 226.060 4.560 0 0.0 228.340 < ### 230.620 4.560 0 0.0 232.900 < ### 235.180 4.560 0 0.0 237.460 < ### 239.740 4.560 0 0.0 242.020 < ### 244.300 4.560 0 0.0 246.580 < ### 248.860 4.560 0 0.0 251.140 < ### 253.420 4.560 0 0.0 255.700 < ### 257.980 4.560 0 0.0 260.260 < ### 262.540 4.560 0 0.0 264.820 < ### 267.100 4.560 0 0.0 269.380 < ### 271.660 4.560 0 0.0 273.940 < ### 276.220 4.560 0 0.0 278.500 < ### 280.780 4.560 0 0.0 283.060 < ### 285.340 4.560 0 0.0 287.620 < ### 289.900 4.560 0 0.0 292.180 < ### 294.460 4.560 0 0.0 296.740 < ### 299.020 4.560 0 0.0 301.300 < ### 303.580 4.560 0 0.0 305.860 < ### 308.140 4.560 1 8.3

12 100.0


Indicador de pedidos_Mina count 12 mean 0.65690 sample variance 0.02829 sample standard deviation 0.16820 minimum 0.342592592592593

-4 69 142 215 288 0.0

25.0

50.0

75.0

100.0

Ogive

N° total de pedidos

Cum

ulat

ive

Per

cent

maximum 0.913294797687861 range 0.570702205095269


Indicador de pedidos_Mina lower upper midpoint width frequency percent

0.340 < 0.910 0.625 0.570 11 91.7 0.910 < 1.480 1.195 0.570 1 8.3

12 100.0


N° total de pedidos count 12 mean 144.08 sample variance 4,247.72 sample standard deviation 65.17 minimum 65 maximum 310 range 245


N° total de pedidos count 12 mean 144.08 sample variance 4,247.72 sample standard deviation 65.17 minimum 65

-0 0 1 0.0

25.0

50.0

75.0

100.0

Ogive

Indicador de pedidos_Mina

Cum

ulat

ive

Per

cent

maximum 310 range 245


N° total de pedidos count 12 mean 144.08 sample variance 4,247.72 sample standard deviation 65.17 minimum 65 maximum 310 range 245


Indicador de pedidos_Mina count 12 minimum 0.342592592592593 maximum 0.913294797687861 range 0.570702205095269



65 < 70 68 5 1 8.3 70 < 75 73 5 0 0.0 75 < 80 78 5 0 0.0 80 < 85 83 5 1 8.3 85 < 90 88 5 1 8.3 90 < 95 93 5 0 0.0 95 < 100 98 5 0 0.0

100 < 105 103 5 0 0.0 105 < 110 108 5 1 8.3 110 < 115 113 5 1 8.3 115 < 120 118 5 0 0.0 120 < 125 123 5 0 0.0 125 < 130 128 5 0 0.0 130 < 135 133 5 1 8.3 135 < 140 138 5 0 0.0 140 < 145 143 5 0 0.0 145 < 150 148 5 0 0.0 150 < 155 153 5 1 8.3 155 < 160 158 5 1 8.3 160 < 165 163 5 0 0.0 165 < 170 168 5 1 8.3 170 < 175 173 5 1 8.3 175 < 180 178 5 0 0.0 180 < 185 183 5 0 0.0 185 < 190 188 5 1 8.3 190 < 195 193 5 0 0.0 195 < 200 198 5 0 0.0

200 < 205 203 5 0 0.0 205 < 210 208 5 0 0.0 210 < 215 213 5 0 0.0 215 < 220 218 5 0 0.0 220 < 225 223 5 0 0.0 225 < 230 228 5 0 0.0 230 < 235 233 5 0 0.0 235 < 240 238 5 0 0.0 240 < 245 243 5 0 0.0 245 < 250 248 5 0 0.0 250 < 255 253 5 0 0.0 255 < 260 258 5 0 0.0 260 < 265 263 5 0 0.0 265 < 270 268 5 0 0.0 270 < 275 273 5 0 0.0 275 < 280 278 5 0 0.0 280 < 285 283 5 0 0.0 285 < 290 288 5 0 0.0 290 < 295 293 5 0 0.0 295 < 300 298 5 0 0.0 300 < 305 303 5 0 0.0 305 < 310 308 5 0 0.0 310 < 315 312 5 1 8.3

12 100.0



65 < 70 68 5 1 8.3

65

80

95

110

125

140

155

170

185

200

215

230

245

260

275

290

305

0

1

2

3

4

5

6

7

8

9

Histogram


Per

cent

70 < 75 73 5 0 0.0 75 < 80 78 5 0 0.0 80 < 85 83 5 1 8.3 85 < 90 88 5 1 8.3 90 < 95 93 5 0 0.0 95 < 100 98 5 0 0.0

100 < 105 103 5 0 0.0 105 < 110 108 5 1 8.3 110 < 115 113 5 1 8.3 115 < 120 118 5 0 0.0 120 < 125 123 5 0 0.0 125 < 130 128 5 0 0.0 130 < 135 133 5 1 8.3 135 < 140 138 5 0 0.0 140 < 145 143 5 0 0.0 145 < 150 148 5 0 0.0 150 < 155 153 5 1 8.3 155 < 160 158 5 1 8.3 160 < 165 163 5 0 0.0 165 < 170 168 5 1 8.3 170 < 175 173 5 1 8.3 175 < 180 178 5 0 0.0 180 < 185 183 5 0 0.0 185 < 190 188 5 1 8.3 190 < 195 193 5 0 0.0 195 < 200 198 5 0 0.0 200 < 205 203 5 0 0.0 205 < 210 208 5 0 0.0 210 < 215 213 5 0 0.0 215 < 220 218 5 0 0.0 220 < 225 223 5 0 0.0 225 < 230 228 5 0 0.0 230 < 235 233 5 0 0.0 235 < 240 238 5 0 0.0 240 < 245 243 5 0 0.0 245 < 250 248 5 0 0.0 250 < 255 253 5 0 0.0 255 < 260 258 5 0 0.0 260 < 265 263 5 0 0.0 265 < 270 268 5 0 0.0 270 < 275 273 5 0 0.0 275 < 280 278 5 0 0.0 280 < 285 283 5 0 0.0 285 < 290 288 5 0 0.0 290 < 295 293 5 0 0.0 295 < 300 298 5 0 0.0 300 < 305 303 5 0 0.0 305 < 310 308 5 0 0.0 310 < 315 312 5 1 8.3

12 100.0

60 100 140 180 220 260 300 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent


Indicador de pedidos_Mina lower upper midpoint width frequency percent

0.300 < 0.400 0.350 0.100 1 8.3 0.400 < 0.500 0.450 0.100 1 8.3 0.500 < 0.600 0.550 0.100 2 16.7 0.600 < 0.700 0.650 0.100 3 25.0 0.700 < 0.800 0.750 0.100 3 25.0 0.800 < 0.900 0.850 0.100 1 8.3 0.900 < 1.000 0.950 0.100 1 8.3

12 100.0

60 100 140 180 220 260 300 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent

0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent


Indicador de pedidos_Equipo lower upper midpoint width frequency percent

0.100 < 0.150 0.125 0.050 1 8.3 0.150 < 0.200 0.175 0.050 0 0.0 0.200 < 0.250 0.225 0.050 0 0.0 0.250 < 0.300 0.275 0.050 0 0.0 0.300 < 0.350 0.325 0.050 0 0.0 0.350 < 0.400 0.375 0.050 0 0.0 0.400 < 0.450 0.425 0.050 1 8.3 0.450 < 0.500 0.475 0.050 0 0.0 0.500 < 0.550 0.525 0.050 0 0.0 0.550 < 0.600 0.575 0.050 0 0.0 0.600 < 0.650 0.625 0.050 0 0.0 0.650 < 0.700 0.675 0.050 0 0.0 0.700 < 0.750 0.725 0.050 1 8.3 0.750 < 0.800 0.775 0.050 0 0.0 0.800 < 0.850 0.825 0.050 0 0.0 0.850 < 0.900 0.875 0.050 2 16.7 0.900 < 0.950 0.925 0.050 2 16.7 0.950 < 1.000 0.975 0.050 4 33.3 1.000 < 1.050 1.025 0.050 1 8.3

12 100.0


Tiempo de servicio

0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent

0.1 0.3 0.5 0.7 0.9 0.0

25.0

50.0

75.0

100.0

Ogive

Indicador de pedidos_Equipo

Cum

ulat

ive

Per

cent

count 96 mean 3.508 sample variance 9.295 sample standard deviation 3.049 minimum 0.16 maximum 10 range 9.84

empirical rule mean - 1s 0.460 mean + 1s 6.557 percent in interval (68.26%) 69.8%

mean - 2s -2.589 mean + 2s 9.606 percent in interval (95.44%) 97.9%

mean - 3s -5.638 mean + 3s 12.655 percent in interval (99.73%) 100.0%

skewness 0.793 kurtosis -0.777 coefficient of variation (CV) 86.90%

1st quartile 1.000 median 2.000 3rd quartile 5.250 interquartile range 4.250 mode 2.000

low extremes 0 low outliers 0 high outliers 0 high extremes 0

8/31/2015 22:00.18 (1)

0 2 4 6 8 10 12

BoxPlot

Tiempo de servicio

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent

cumulative frequency percent

0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 0 0.0 1 8.3 1 8.3 1 8.3 1 8.3 3 25.0 3 25.0 3 25.0 3 25.0 3 25.0 4 33.3 5 41.7 5 41.7 5 41.7 5 41.7 6 50.0 6 50.0 6 50.0 6 50.0 7 58.3 7 58.3 8 66.7 8 66.7 9 75.0

10 83.3 10 83.3 10 83.3 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7

11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 12 100.0


11 91.7 12 100.0


1 8.3 1 8.3 1 8.3 2 16.7 3 25.0 3 25.0 3 25.0 3 25.0 4 33.3 5 41.7 5 41.7 5 41.7 5 41.7 6 50.0 6 50.0 6 50.0 6 50.0 7 58.3 8 66.7 8 66.7 9 75.0

10 83.3 10 83.3 10 83.3 11 91.7 11 91.7 11 91.7

11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 12 100.0


1 8.3

1 8.3 1 8.3 2 16.7 3 25.0 3 25.0 3 25.0 3 25.0 4 33.3 5 41.7 5 41.7 5 41.7 5 41.7 6 50.0 6 50.0 6 50.0 6 50.0 7 58.3 8 66.7 8 66.7 9 75.0

10 83.3 10 83.3 10 83.3 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 11 91.7 12 100.0


1 8.3 2 16.7 4 33.3 7 58.3

10 83.3 11 91.7 12 100.0


1 8.3 1 8.3 1 8.3 1 8.3 1 8.3 1 8.3 2 16.7 2 16.7 2 16.7 2 16.7 2 16.7 2 16.7 3 25.0 3 25.0 3 25.0 5 41.7 7 58.3

11 91.7 12 100.0

.

N° área donde labora Cargo que desempeña Preg_1 Preg_2

1 4 1 Operador de Volquete 2 42 4 0.5 Operador de Volquete 4 43 4 0.5 Operador de Volquete 2 24 4 0.5 Operador de Volquete 4 45 4 0.5 Operador de Volquete 5 46 4 2 Operador de Volquete 4 37 4 2 Operador de Volquete 3 38 4 2 Operador de Volquete 3 39 4 3 Operador de Volquete 5 5

10 4 2 Operador de Volquete 4 411 5 3 Capataz de voladura 4 412 5 4 Supervisor de Perforación 4 513 7 3.5 Supevisor de Seguridad 4 414 2 9 Jefe de Almacén 2 415 1 5 Administrador 4 516 1 9 Asistente de Personal 4 517 1 0.5 Asistente de campamento 4 518 3 5 Supervisor de Mantenimiento 2 319 3 2 Supervisor de Mantenimiento 2 420 3 1 Mecánico 4 421 3 5 Lubricador 4 422 3 9 Técnico de Neumáticos 4 423 3 5 Electricista 4 424 3 5 Electricista 3 425 3 9 Mecánico 4 426 3 9 Asitente técnico 2 227 3 10 Mecánico 2 428 3 7 Soldador 4 429 3 8 Técnico de Neumáticos 4 430 6 2.5 Asitente Planeamiento 4 331 6 5 Jefe de Planeamiento 4 432 4 1.3 Operador de Montoniveladora 2 233 4 0.3 Operador de Volquete 4 434 4 0.25 Operador de Volquete 4 435 4 0.5 Operador de Volquete 4 436 4 0.5 Operador de Volquete 4 437 4 0.3 Operador de Tractor 4 438 4 1 Operador de Volquete 4 439 4 2 Operador de Volquete 4 440 4 3 Operador de Volquete 4 441 4 0.5 Operador de Volquete 5 542 4 0.25 Operador de Volquete 4 4

Tiempo de servicio

B2

Área donde labora Administración ……….1 Almacén ………………..2 Equipos ………………...3 Mina ……………………..4 Perforación …………....5 Planeamiento Mina …..6 Seguridad ……………...7

C2

años

E2

Muy insatisfecho..……………..1 Insatisfecho……………………..2 Ni satisfecho ni insatisfecho…3 Satisfecho………………………..4 Muy Satisfecho…………………5

F2


C35

Juan Carranza: 4 meses

C36


C37

Juan Carranza: 6 MESES

43 4 0.25 Operador de Volquete 4 444 4 4 Operador de Volquete 3 345 4 3 Operador de Volquete 4 446 4 0.6 Operador de Volquete 4 447 4 0.5 Operador de Volquete 4 448 4 8 Operador de Volquete 5 449 4 1 Operador de Volquete 4 450 4 1 Operador de Volquete 3 151 4 2 Operador de Volquete 4 452 4 2 Operador de Volquete 3 453 4 4 Operador de Volquete 4 454 4 1 Operador de Volquete 3 355 4 8 Operador de Volquete 4 456 4 0.7 Operador de Volquete 4 457 4 0.16 Operador de Volquete 3 358 5 4 Capataz dce voladura 4 459 4 3 Operador de Volquete 4 460 4 0.25 Operador de Volquete 4 461 4 4 Operador de Equipo liviano 4 462 4 0.65 Operador de Volquete 3 363 4 2 Operador de Volquete 3 364 4 1 Operador de Volquete 4 465 4 2 Operador de Volquete 4 466 4 2 Operador de Volquete 4 567 4 0.7 Operador de Volquete 4 468 4 2 Operador de Volquete 1 369 4 7 Operador de Volquete 4 170 4 9 Operador de Volquete 4 471 4 2 Operador de Volquete 4 472 4 2 Operador de Volquete 4 573 4 10 Operador de Volquete 2 274 4 2 Operador de Volquete 2 175 4 2 Operador de Volquete 4 476 4 7 Operador de Volquete 5 577 4 9 Operador de Volquete 2 478 4 0.5 Operador de Volquete 4 479 4 7 Operador de Volquete 4 280 4 2 Operador de Volquete 4 481 4 8 Operador de Volquete 4 482 5 1.5 Supervisor de Perforación 4 483 4 9 Operario de campo 3 384 4 4 Operario de campo 3 385 4 2 Operador de Volquete 3 386 4 6 Operario de campo 3 387 4 7 Operador de cargador frontal 4 4

C48


C49


C58


C59


C62


C64


C69


C80


88 4 2 Operador de excavadora 4 489 4 1 Operador de camión de explosivos 4 490 4 6 Operador de Rodillo 4 491 4 8 Operador de Equipo liviano 4 492 4 2 Operador de Volquete 4 493 4 1.6 Operador de Equipo liviano 4 494 4 9 Operador de Perforación 4 495 7 3 Supervisor de Seguridad 4 496 5 9 Capataz de voladura 4 4

Preg_3 Preg_4 Preg_5 Preg_6 Preg_7 Preg_8 Preg_9 Preg_10

4 3 4 4 4 4 4 44 4 4 3 3 3 3 33 3 3 3 4 3 3 34 4 4 4 4 4 4 45 4 4 5 4 5 5 43 3 4 2 1 3 3 13 3 3 3 3 3 3 33 3 5 1 3 3 3 35 5 3 5 5 5 5 55 4 4 4 5 4 5 44 4 4 4 4 4 4 44 4 2 4 4 4 4 44 4 4 4 4 4 4 42 2 2 3 2 2 2 34 4 4 4 4 4 4 43 4 4 5 4 4 4 52 3 4 4 4 4 4 33 2 2 3 3 3 2 22 3 2 3 3 3 3 23 2 2 3 3 4 3 34 2 2 3 4 3 4 44 3 2 4 4 3 3 43 3 2 4 4 3 3 43 3 2 3 3 3 3 43 4 2 4 3 3 3 43 3 2 3 4 3 3 22 3 2 3 3 3 3 34 3 2 3 3 3 3 34 4 2 3 3 3 3 43 2 4 4 5 3 4 44 4 4 4 4 4 4 42 2 2 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 45 4 5 5 4 5 4 54 4 4 4 4 4 4 44 4 4 4 4 4 4 45 5 5 5 5 5 5 54 4 4 4 4 4 4 4

G2


H2


I2


J2


K2


L2


M2


N2


4 4 4 3 3 3 3 33 3 3 3 3 3 3 34 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 45 4 2 4 4 5 4 44 4 4 4 4 4 4 43 3 3 3 3 3 3 34 4 4 4 4 4 4 43 3 4 4 3 4 3 34 4 4 4 4 4 4 43 4 3 2 1 2 3 34 4 4 3 2 4 4 44 4 4 4 4 4 4 43 4 4 3 4 3 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 3 4 3 4 4 4 33 3 2 4 4 4 4 43 3 3 2 2 2 2 24 4 4 4 4 4 4 44 3 2 2 3 3 3 14 5 4 4 4 3 4 44 4 4 4 4 4 4 43 3 3 1 1 1 1 14 4 2 2 2 4 4 24 4 4 3 3 4 4 44 4 4 4 4 4 4 44 5 4 3 4 4 4 44 4 2 2 4 2 4 22 1 1 2 3 1 2 24 4 4 3 3 3 4 35 5 5 5 5 5 5 52 3 4 4 1 1 3 44 4 4 3 3 3 4 42 4 4 1 1 1 1 14 4 4 4 4 4 4 43 3 3 3 3 3 3 42 3 2 3 3 3 3 33 3 3 3 3 3 3 33 3 2 3 3 3 3 33 3 2 3 3 3 3 33 3 2 3 3 3 3 33 3 2 4 4 4 4 4

3 3 2 4 4 4 4 43 3 2 4 4 4 4 43 3 2 3 3 3 3 33 3 2 4 4 4 4 43 4 2 4 4 4 4 43 3 2 3 3 3 3 34 4 4 3 3 3 3 33 3 3 3 3 3 3 33 3 3 3 3 3 3 3


4 4 4 4 4 4 4 43 3 3 4 4 4 4 43 3 2 3 3 3 3 34 4 4 4 4 4 4 45 5 5 5 5 5 5 43 1 4 4 5 5 3 43 3 4 4 4 4 4 33 3 3 3 3 3 3 35 5 5 5 5 5 5 55 5 5 4 5 4 5 44 3 5 4 4 4 4 34 3 4 3 3 2 3 34 4 4 3 3 3 3 22 4 3 2 2 2 2 24 4 4 3 4 4 3 35 5 5 5 4 4 5 44 4 4 3 4 3 4 42 4 4 3 3 2 3 23 4 2 4 4 2 3 22 4 3 3 3 3 3 24 4 4 3 3 3 3 24 4 4 3 3 3 3 24 4 3 3 3 3 3 34 4 3 3 3 3 3 24 4 4 3 3 3 3 22 4 4 3 3 3 3 23 4 3 3 3 3 3 23 4 3 3 3 3 3 24 4 3 3 4 2 3 24 5 4 4 3 3 4 44 4 4 3 3 4 3 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 5 5 5 5 55 5 5 5 5 5 5 54 4 4 4 4 4 4 4

O2


P2


Q2


R2


S2


T2


U2


V2


3 3 3 3 3 3 3 43 3 3 3 3 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 43 3 1 3 1 3 3 54 4 4 4 4 4 4 43 4 4 4 4 3 3 44 4 4 4 4 4 4 43 3 3 4 4 4 4 34 4 4 2 4 2 2 44 4 4 4 4 4 4 44 3 4 4 4 4 3 34 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 43 5 3 4 4 4 4 34 4 4 4 4 4 4 32 3 3 1 1 1 1 34 4 4 4 4 4 4 42 3 3 3 3 4 3 14 4 4 4 4 4 4 44 4 4 4 4 4 4 41 1 1 2 2 3 3 22 4 4 2 4 2 4 44 4 4 2 2 2 2 44 4 4 4 4 4 4 44 4 4 4 2 4 3 42 2 2 4 4 2 2 22 1 1 3 2 3 3 33 4 3 3 3 3 4 35 5 5 5 5 5 5 55 2 1 4 1 1 3 44 3 1 4 4 4 4 31 1 4 4 3 4 4 44 4 4 4 4 4 4 44 3 3 3 3 3 3 24 4 3 3 3 3 3 24 3 3 3 3 3 3 33 4 3 3 3 3 3 33 3 3 3 3 3 3 33 4 3 3 3 3 3 34 4 4 4 4 4 4 3

4 4 4 3 3 3 3 34 4 3 3 3 3 3 33 4 3 3 3 3 3 34 4 4 3 3 3 3 24 4 4 3 3 3 3 33 3 3 3 3 3 3 33 4 3 3 3 3 3 23 4 3 3 3 3 3 23 4 3 3 3 3 3 3


4 4 4 4 4 3 4 34 4 4 4 4 4 4 44 3 3 3 3 2 3 34 4 4 4 4 4 4 44 5 4 4 4 4 5 54 4 3 4 5 4 5 43 3 3 3 3 3 3 33 3 3 3 2 3 3 35 5 5 4 5 5 5 55 4 4 5 4 5 4 54 2 4 4 4 4 4 44 2 2 3 2 2 4 23 3 4 3 4 4 4 13 2 3 2 3 3 3 34 4 4 4 4 3 3 43 4 4 5 4 4 4 43 4 4 4 3 4 3 42 2 3 2 2 3 2 42 2 4 2 2 2 2 42 2 3 2 2 2 2 43 2 3 2 3 3 3 34 2 4 2 3 3 3 33 3 3 2 3 2 2 32 2 3 2 2 3 2 43 2 3 2 2 2 3 23 2 3 2 2 2 4 44 2 3 2 2 2 2 42 2 3 2 2 2 2 44 2 3 2 3 3 2 44 4 4 3 3 4 4 44 4 3 4 3 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 3 3 3 45 5 5 5 4 4 4 45 5 5 5 5 5 5 54 4 4 4 4 4 4 4

W2


X2


Y2


Z2


AA2


AB2


AC2


AD2


4 4 4 4 4 4 4 24 4 4 4 3 3 3 34 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 45 5 5 5 4 5 2 34 4 4 4 4 4 4 44 4 3 4 3 3 3 34 4 4 4 4 4 4 43 3 3 3 3 3 3 42 2 4 4 3 3 3 34 4 4 4 4 4 4 43 4 3 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 43 3 4 3 3 3 3 33 3 3 3 3 3 3 33 3 3 3 3 3 3 34 4 4 4 4 4 4 43 3 3 3 3 3 3 34 4 4 4 4 4 4 44 4 4 4 4 4 4 42 2 3 3 2 2 2 24 4 4 2 4 2 4 44 4 4 3 4 4 4 44 4 4 4 4 4 4 44 4 4 4 4 4 4 42 2 2 2 2 2 2 42 4 4 4 4 3 3 43 3 4 4 3 4 4 45 5 5 5 5 5 5 51 3 4 4 4 4 4 43 4 3 3 2 2 2 24 4 3 4 2 3 2 34 4 4 4 4 4 4 42 2 3 3 3 3 3 32 2 3 3 3 2 2 33 2 3 3 3 3 3 33 2 3 3 3 3 3 33 3 3 3 3 3 3 33 2 3 3 2 3 3 23 2 4 4 3 3 3 3

3 2 3 3 3 3 3 33 2 3 3 3 3 3 33 2 3 3 3 3 3 33 2 3 2 4 3 3 33 2 1 2 3 3 3 33 2 3 2 3 3 3 32 2 3 2 3 3 3 32 2 3 2 2 2 3 43 2 3 2 3 3 3 3

Preg_27 Preg_28

4 4 14 4 23 3 34 4 45 5 55 53 32 34 54 44 44 44 43 34 45 34 32 22 22 23 33 33 32 22 42 22 42 42 43 44 44 44 44 44 44 44 44 44 44 45 54 4

AE2


AF2


2 33 34 44 44 44 44 44 54 44 34 45 43 34 44 44 44 44 4 EQUIPO DE PROTECCIÓN PERSONAL4 43 33 34 43 44 44 42 24 44 44 44 42 24 44 45 54 43 23 24 43 33 33 33 33 33 33 3

3 33 33 33 33 33 33 32 33 3

1- Determinar las medidas descriptivas para la variable edad (años) e interprete. Medidas de tendencia central (Media, Mediana, Moda)Medidas de localización (cuartiles 1, 2 y 3)Medidas dispersión (Varianza, desviación estándar, coef. De variación)Medidas de forma y concentración (asimetría y curtosis).


Tiempo de servicio

count 96

mean 3.508

sample varia 9.295

sample standa 3.049

minimum 0.16

maximum 10

range 9.84

empirical rule

mean - 1s 0.460

mean + 1 6.557

percent in 69.8%

mean - 2s -2.589

mean + 2 9.606

percent in 97.9%

mean - 3s -5.638

mean + 3 12.655

percent in 100.0%

skewness 0.793

kurtosis -0.777

coefficient of 86.90%

1st quartile 1.000

median 2.000

3rd quartile 5.250

interquartile 4.250

mode 2.000

low extremes 0

low outliers 0

high outliers 0

high extreme 0

0 2 4 6 8 10 12

BoxPlot

Tiempo de servicio

8/31/2015 22:00.18 (1)

0 2 4 6 8 10 12

BoxPlot

Tiempo de servicio

2.-


Preg_14

frequency percent

1 1 1.0

2 5 5.2

3 39 40.6

4 45 46.9

5 6 6.3

96 100.0


Preg_15

frequency percent

1 3 3.1

2 5 5.2

3 36 37.5

4 45 46.9

5 7 7.3

96 100.0


Preg_16

frequency percent

Para la dimensión infraestructura preguntas : 14, 15, 16, 17 (ver instrumento) presentar sus tablas y gráficos de barras para cada uno de los items.

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_15

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent

1 2 2.1

2 9 9.4

3 35 36.5

4 44 45.8

5 6 6.3

96 100.0


Preg_17

frequency percent

1 1 1.0

2 4 4.2

3 43 44.8

4 41 42.7

5 7 7.3

96 100.0

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_17

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_14

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_15

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_16

Per

cent

1 2 3 4 50

5

10

15

20

25

30

35

40

45

50

Histogram

Preg_17

Per

cent

Indicador Pedidos entregados a tiempo

Mes

Centro de costo Mina Equipos

Enero 35 83 42.17% 50 356Febrero 51 85 60.00% 270 674Marzo 109 168 64.88% 617 672Abril 96 156 61.54% 547 575Mayo 113 150 75.33% 860 889Junio 158 173 91.33% 559 588Julio 246 310 79.35% 800 903Agosto 141 186 75.81% 556 644Septiembre 68 114 59.65% 278 388Octubre 38 65 58.46% 806 863Noviembre 112 131 85.50% 617 639Diciembre 37 108 34.26% 108 108

N° de pedidos

entregados a tiempo



N° de pedidos entregados a

tiempo N° total de

pedidos

3.- a.- Elabore un gráfico de líneas del Indicador de pedidos - Mina

Indicador Pedidos entregados a tiempo

Centro de costo Equipos

Frequency Distribution - Quantitative14.04%40.06% Indicador de pedidos_Mina

91.82% lower upper

95.13%96.74% 0.300 < 0.400

95.07% 0.400 < 0.500

88.59% 0.500 < 0.600

86.34% 0.600 < 0.700

71.65% 0.700 < 0.800

93.40% 0.800 < 0.900

96.56% 0.900 < 1.000

100.00%

b.- Elabore un gráfico de líneas del Indicador de pedidos - Equipo


0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent



lower upper

0.100 < 0.150

0.150 < 0.200

0.200 < 0.250

0.250 < 0.300

0.300 < 0.350

0.350 < 0.400

0.400 < 0.450

0.450 < 0.500

0.500 < 0.550

0.550 < 0.600

0.600 < 0.650

0.650 < 0.700

0.700 < 0.750

0.750 < 0.800

0.800 < 0.850

0.850 < 0.900

0.900 < 0.950

0.950 < 1.000

1.000 < 1.050

0.1 0.3 0.5 0.7 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent

a.- Elabore un gráfico de líneas del Indicador de pedidos - Mina

cumulative

midpoint width frequency percent frequency percent

0.350 0.100 1 8.3 1 8.3

0.450 0.100 1 8.3 2 16.7

0.550 0.100 2 16.7 4 33.3

0.650 0.100 3 25.0 7 58.3

0.750 0.100 3 25.0 10 83.3

0.850 0.100 1 8.3 11 91.7

0.950 0.100 1 8.3 12 100.0

12 100.0

b.- Elabore un gráfico de líneas del Indicador de pedidos - Equipo

0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent

cumulative

midpoint width frequency percent frequency percent

0.125 0.050 1 8.3 1 8.3

0.175 0.050 0 0.0 1 8.3

0.225 0.050 0 0.0 1 8.3

0.275 0.050 0 0.0 1 8.3

0.325 0.050 0 0.0 1 8.3

0.375 0.050 0 0.0 1 8.3

0.425 0.050 1 8.3 2 16.7

0.475 0.050 0 0.0 2 16.7

0.525 0.050 0 0.0 2 16.7

0.575 0.050 0 0.0 2 16.7

0.625 0.050 0 0.0 2 16.7

0.675 0.050 0 0.0 2 16.7

0.725 0.050 1 8.3 3 25.0

0.775 0.050 0 0.0 3 25.0

0.825 0.050 0 0.0 3 25.0

0.875 0.050 2 16.7 5 41.7

0.925 0.050 2 16.7 7 58.3

0.975 0.050 4 33.3 11 91.7

1.025 0.050 1 8.3 12 100.0

12 100.0

0.1 0.3 0.5 0.7 0.9 0.0

25.0

50.0

75.0

100.0

Ogive


Cum

ulat

ive

Per

cent

Documents

Copia de PRACTICA VIRTUAL - ESTADÍSTICA APLICADA.xlsx