Trabajo en Excel Terminado (1)
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HORA TEMPERATURA PH C AMBIENTE Agua LITROS 15:20 24 23.2 8.93 10.2 11.3 6.8 7.3 16:20 21 22.5 8.42 11.1 7.8 8 7.2 17:20 19 21.9 8.2 6.8 9.3 8.4 12.2 18:20 18 21.3 8.11 8 10.9 6.1 5.9 19:20 16 21.1 8.03 7.9 8 5 8.5 20:20 15 20.8 8 6 6.8 9.1 7.4 21:20 12 19.9 7.95 8 8.7 8 9.4 22:20 12 19.4 7.81 8.5 8 7.8 8.2 23:20 11.5 20.7 7.92 8 8.8 8.5 8.1 0:20 10 19.6 7.77 8 8 4.1 4.8 1:20 9 19.5 7.76 7 6 6
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Transcript of Trabajo en Excel Terminado (1)
HORATEMPERATURA
PH CAUDAL (L/S)
AMBIENTE Agua LITROS SEGUNDOS VALOR
15:20 24 23.2 8.93
10.2 2.38 4.2911.3 2.44 4.636.8 1.53 4.447.3 1.65 4.42
16:20 21 22.5 8.42
11.1 2.63 4.227.8 1.41 5.538 1.85 4.32
7.2 1.69 4.26
17:20 19 21.9 8.2
6.8 1.91 3.569.3 2.16 4.318.4 2.16 3.89
12.2 2.82 4.33
18:20 18 21.3 8.11
8 1.84 4.3510.9 2.18 56.1 1.13 5.45.9 1.28 4.62
19:20 16 21.1 8.03
7.9 1.63 4.858 1.69 4.735 1.15 4.35
8.5 2 4.25
20:20 15 20.8 8
6 1.53 3.926.8 1.82 3.749.1 2.62 3.467.4 2.31 3.2
21:20 12 19.9 7.95
8 2.29 3.498.7 2.6 3.358 2.3 3.48
9.4 2.94 3.2
22:20 12 19.4 7.81
8.5 2.91 2.928 2.72 2.94
7.8 2.71 2.888.2 2.94 2.79
23:20 11.5 20.7 7.92
8 2.81 2.858.8 2.93 38.5 2.93 2.98.1 3.05 2.66
0:20 10 19.6 7.77
8 2.94 2.728 3.15 2.54
4.1 1.62 2.534.8 1.93 2.49
1:20 9 19.5 7.76
7 2.6 2.696 2.53 2.376 2.34 2.56
8.2 3.28 2.5
2:20 9 21.4 8.41
5.8 2.31 2.516.3 2.68 2.35
2:20 9 21.4 8.417.8 3.3 2.366.1 2.37 2.57
3:20 8.5 21.6 8.47
7 2.81 2.496 2.62 2.296 2.59 2.326 2.3 2.61
4:20 8 21.2 8.15
6.8 2.75 2.477 2.54 2.76
5.5 2.28 2.416.5 2.72 2.39
5:20 8 20.1 7.97
6.5 2.42 2.76 2.25 2.67
6.1 2.31 2.645.8 2.28 2.54
6:20 8 20.1 7.85
6 2.03 2.966.8 2.34 2.916.7 2.09 3.217 2.04 3.43
7:20 11 20.4 7.97
7.8 1.72 4.538 1.78 4.49
6.7 1.47 4.568 1.9 4.21
8:20 16 21.6 8.24
10 2 57.8 1.38 5.659.8 1.85 5.37.4 1.69 4.38
9:20 20 21.5 8.26
9.8 1.63 6.0110.2 1.73 5.98.3 1.47 5.859.3 1.53 6.08
10:20 24 23.6 9.7
9.6 1.54 7.169.8 1.5 6.539.7 1.6 6.067 1.15 6.09
11:20 25.5 25.3 8.71
10 1.31 7.639 1.31 6.87
9.6 1.47 6.538.6 1.25 6.88
12:20 21 23.5 8.16
9 1.5 68 1.32 6.069 1.43 6.29
10 1.69 5.92
13:20 25.5 24.1 7.92
6 1.22 4.926.5 1.16 5.68 1.44 5.56
9.5 1.84 5.16
14:20 24 23.1 7.69
8.3 1.46 5.6810 1.66 6.02
14:20 24 23.1 7.6911 2.09 5.2611 1.97 5.58
PROMEDIO CONDUCTIVIDAD S.D.T S.SED. OBERVACIONES
4.45 0.87
0.41
Nd
4.58 0.97
0.49
Nd
4.02 0.95
0.48
Nd
4.84 0.92
0.46
Nd
4.55 0.92
0.45
Nd
3.58 0.93
0.47
Nd
3.38 0.97
0.48
Nd
2.88 0.96
0.48
Nd
2.85 0.94
0.47
Nd
2.57 0.91
0.46
Nd
2.53 0.92
0.46
Nd
2.45 0.91
0.45
Nd
2.45 0.91 Nd
2.43 0.9
0.45
Nd
2.51 0.89
0.44
Nd
2.64 0.88
0.44
Nd
3.13 0.87
0.43
Nd
4.45 0.83
0.41
Nd
5.08 0.77
0.38
Nd
5.96 0.68
0.34
Nd
6.46 0.72
0.36
Nd Muestra enviada
6.98 0.88
0.44
Nd
6.07 0.99
0.49
Nd
5.31 1.02
0.51
Nd Muestra enviada
5.64 1.02
0.52
Nd
5.64 1.02 Nd
HORATEMPERATURA
PH CAUDAL (L/S)
AMBIENTE Agua LITROS SEGUNDOS VALOR
10:30 26 22.3 7.58
8.2 1.35 6.078.8 1.34 6.57
10.8 1.56 6.929 1.41 6.38
11:30 24 23 7.62
9.6 1.29 7.4410 1.38 7.259 1.31 6.879 1.43 6.29
12:30 25.5 23.6 7.64
9 1.31 6.879.8 1.57 6.248.7 1.41 6.178.8 1.53 5.75
13:30 25.5 23.8 7.62
9 1.53 5.888 1.5 5.338 1.5 5.33
7.7 1.41 5.46
14:30 26 23.5 7.59
8 1.43 5.5910 1.69 5.92
11.5 2.22 5.189.4 1.56 6.03
15:30 25 24.2 7.56
8.5 1.78 4.786.7 1.34 514 2.75 5.096.7 1.35 4.95
16:30 25 24 7.52
9 1.59 5.6610 1.68 5.959.5 1.65 5.769 1.62 5.56
17:30 20 22.2 7.36
10 2.68 3.7310.2 2.65 3.855.8 1.228 5.535 1.22 4.1
18:30 19 21.2 7.29
9 2.21 4.078.5 2.19 3.888 1.91 4.19
10 2.84 3.52
19:30 19 23.2 7.43
8 2.19 3.658 2.12 3.77
11.8 3.31 3.5611 3.28 3.35
20:30 16 22.6 7.45
7.5 2.04 3.6811 3.6 3.06
20:30 16 22.6 7.459.5 2.93 3.249.8 3.12 3.14
21:30 12 22 7.43
8.5 3 2.837.5 2.63 2.855 1.96 2.55
9.8 3.81 2.57
22:30 12 22 7.44
11 3.82 2.8810.9 3.79 2.8810 3.59 2.795.7 2.06 2.77
23:30 11 22 7.48
10 4.47 2.2411 5.03 2.1911 5.03 2.1911 4.96 2.22
0:30 10 22.3 7.51
9 4.62 1.9510.5 5.54 1.95.5 2.72 2.02
10.2 5.21 1.96
1:30 10 22 7.47
6 3.31 1.818 4.41 1.818 4.5 1.78
10.4 5.53 1.88
2:30 9 21.7 7.44
6 3.31 1.818.5 4.63 1.847 3.94 1.78
10 5.59 1.79
3:30 9 21.7 7.43
8.8 4.78 1.848 4.34 1.845 2.26 2.219 5 1.8
4:30 9 21.4 7.42
9.8 5.41 1.817 3.97 1.765 2.84 1.766 3.37 1.78
5:30 8 21.4 7.43
7 3.16 2.2210.5 5 2.17.5 3.81 1.977.4 3.53 2.1
6:30 10 21.6 7.42
11 3 3.679 2.56 3.52
6.7 1.75 3.8311 3.18 3.46
7:30 12 21.5 7.44
10.4 1.75 5.9411 1.75 6.297 1.12 6.25
7:30 12 21.5 7.44
11.5 1.97 5.84
8:30 19 22.3 7.45
11 2.59 4.2510 2.37 4.229 2.03 4.43
7.2 1.78 4.04
9:30 21 22.6 7.48
10 2.28 4.399.6 1.97 4.878.2 2.03 4.0410 2.16 4.63
PROMEDIO CONDUCTIVIDAD S.D.T S.SED. OBERVACIONES
6.49 0.8 0.4 Nd
6.96 0.9 0.45 Nd
6.26 1.05 0.52 Nd Muestra Enviada
5.5 1.04 0.52 Nd
5.68 1.04 0.52 Nd
4.96 1.05 0.52 Nd
5.73 1.01 0.51 Nd
4.3 1.03 0.51 Nd
3.92 1.03 0.51 Nd
3.58 1 0.51 Nd
3.28 0.99 0.49 Nd
3.28 0.99 0.49 Nd
2.7 0.97 0.48 Nd
2.83 0.96 0.48 Nd
2.21 0.95 0.47 Nd
1.96 0.96 0.47 Nd
1.82 0.96 0.47 Nd
1.81 0.97 0.48 Nd
1.92 0.97 0.49 Nd
1.78 0.98 0.49 Nd
2.1 0.97 0.48 Nd
3.62 0.96 0.48 Nd
6.08 0.9 0.45 Nd
6.08 0.9 0.45 Nd
4.24 0.8 0.4 Nd
4.48 0.72 0.36 Nd Muestra Enviada
GRAFICAS DE LA VARIACIÓN TIPICA HORARIA DEL CAUDAL DE LAS AGUAS RESIDUALES DOMESTICAS
PRIMERA JORNADA
HORA "CAUDAL" PROMEDIO DEL CAUDAL
15:30 4.45 4.1416:30 4.58 4.1417:30 4.02 4.1418:30 4.84 4.1419:30 4.55 4.1420:30 3.58 4.1421:30 3.38 4.1422:30 2.88 4.1423:30 2.85 4.140:30 2.57 4.141:30 2.53 4.142:30 2.45 4.143:30 2.43 4.144:30 2.51 4.145:30 2.64 4.146:30 3.13 4.147:30 4.45 4.148:30 5.08 4.149:30 5.96 4.14
10:30 6.46 4.1411:30 6.98 4.1412:30 6.07 4.1413:30 5.31 4.1414:30 5.64 4.14
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA PROMEDIO CAUDAL
HORAS
CAUD
ALES
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA PROMEDIO CAUDAL
HORAS
CAUD
ALES
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
012345678
VARIACIÓN TÍPICAS HORARIA DEL CAUDAL DE LAS AGUAS RESIDUALES DOMESTICAS (DE LAS DOS JORNADAS)
CAUDALES PRIMERA JORNADA CAUDALES SEGUNDA JORNADA
HORAS
CA
UD
AL
ES
GRAFICAS DE LA VARIACIÓN TIPICA HORARIA DEL CAUDAL DE LAS AGUAS RESIDUALES DOMESTICAS
SEGUNDA JORNADAHORA "CAUDAL" PROMEDIO DEL CAUDAL15:30 4.96 3.9316:30 5.73 3.9317:30 4.3 3.9318:30 3.92 3.9319:30 3.58 3.9320:30 3.28 3.9321:30 2.7 3.9322:30 2.83 3.9323:30 2.21 3.930:30 1.96 3.931:30 1.82 3.932:30 1.81 3.933:30 1.92 3.934:30 1.78 3.935:30 2.1 3.936:30 3.62 3.937:30 6.08 3.938:30 4.24 3.939:30 4.48 3.93
10:30 6.49 3.9311:30 6.96 3.9312:30 6.26 3.9313:30 5.5 3.9314:30 5.68 3.93
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
0
1
2
3
4
5
6
7
8
CAUDALES SEGUNDA JORNADA PROMEDIO CAUDAL
HORAS
CAUD
ALES
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA PROMEDIO CAUDAL
HORAS
CAUD
ALES
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA PROMEDIO CAUDAL
HORAS
CAUD
ALES
15:3016:30
17:3018:30
19:3020:30
21:3022:30
23:300:30
1:302:30
3:304:30
5:306:30
7:308:30
9:3010:30
11:3012:30
13:3014:30
012345678
VARIACIÓN TÍPICAS HORARIA DEL CAUDAL DE LAS AGUAS RESIDUALES DOMESTICAS (DE LAS DOS JORNADAS)
CAUDALES PRIMERA JORNADA CAUDALES SEGUNDA JORNADA
HORAS
CA
UD
AL
ES
GRAFICA DE LAS VARIACIONES TIPICAS DE LAS DOS JORNADAS
PRIMERA JORNADA SEGUNDA JORNADAHORA CAUDAL CAUDAL15:30 4.45 4.9616:30 4.58 5.7317:30 4.02 4.318:30 4.84 3.9219:30 4.55 3.5820:30 3.58 3.2821:30 3.38 2.722:30 2.88 2.8323:30 2.85 2.210:30 2.57 1.961:30 2.53 1.822:30 2.45 1.813:30 2.43 1.924:30 2.51 1.785:30 2.64 2.16:30 3.13 3.627:30 4.45 6.088:30 5.08 4.249:30 5.96 4.48
10:30 6.46 6.4911:30 6.98 6.9612:30 6.07 6.2613:30 5.31 5.514:30 5.64 5.68
15:3017:30
19:3021:30
23:301:30
3:305:30
7:309:30
11:3013:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA CAUDALES SEGUNDA JORNADA
HORAS
CA
UD
AL
ES
GRAFICA DE LAS VARIACIONES TIPICAS DE LAS DOS JORNADAS
15:3017:30
19:3021:30
23:301:30
3:305:30
7:309:30
11:3013:30
0
1
2
3
4
5
6
7
8
CAUDALES PRIMERA JORNADA CAUDALES SEGUNDA JORNADA
HORAS
CA
UD
AL
ES
HISTOGRAMAS
HISTOGRAMAS DE LA PRIMERA JORNADA
PRIMERA JORNADA
PH
7.69 d min 7.697.76 dmax 9.77.77 rango 2.017.81 clase 5.5961034349 67.85 ancho 0.337.927.927.95 limite7.97 1 8.037.97 2 8.36
8 3 8.698.03 4 9.038.11 5 9.368.15 6 9.708.168.28.248.268.418.428.478.718.939.7
Clase Frecuencia Frec. Relativa Frec. Frec. Acomulada
8.03 11 0.46 45.83 11
8.36 7 0.29 29.17 18
8.69 3 0.13 12.5 21
9.03 2 0.08 8.33 23
9.36 0 0 0 0
9.70 0 0 0 0
y mayor... 1 0.041666666667 4.17 0
1.00 100
8.03 8.36 8.69 9.03 9.36 9.70 y mayor...0
2
4
6
8
10
12
PH
Frec
uenc
ia
%
HISTODRAMAS DE LAS SEGUNDA JORNDA
SEGUNADA JORNADA
PH
7.29 d min 7.297.36 dmax 7.647.42 rango 0.357.42 clase 5.5961034349 67.43 ancho 0.058337.437.437.43 limite7.44 1 7.357.44 2 7.417.44 3 7.477.45 4 7.527.45 5 7.587.47 6 7.647.487.487.517.527.567.587.597.627.627.64
Clase Frecuencia Frec. Relativa Frec. Frec. Acomulada
7.35 1 0.04 4.17 1
7.41 1 0.04 4.17 2
7.47 11 0.46 45.83 13
7.52 5 0.21 20.83 18
8.03 8.36 8.69 9.03 9.36 9.70 y mayor...0
2
4
6
8
10
12
PH
Frec
uenc
ia
%
7.58 2 0.08 8.33 20
7.64 4 0.17 16.67 24
1.00 100
7.35 7.41 7.47 7.52 7.58 7.640
2
4
6
8
10
12
PH
Frec
uenc
ia
HISTOGRAMAS
HISTOGRAMAS DE LA PRIMERA JORNADA
PRIMERA JORNADA
CONDUCTIVIDAD
0.68 d min 0.680.72 dmax 1.020.77 rango 0.340.83 clase 5.59610343490.87 ancho 0.056670.870.880.88 limite0.89 1 0.740.9 2 0.79
0.91 3 0.850.91 4 0.910.92 5 0.960.92 6 1.020.920.930.940.950.960.970.970.991.021.02
Clase Frecuencia Frec. Relativa Frec.
0.74 2 0.08 8.33
0.79 1 0.04 4.17
0.85 1 0.04 4.17
0.91 6 0.25 25
0.96 9 0.38 37.5
1.02 5 0.21 20.83
1.00
0.74 0.79 0.85 0.91 0.96 1.020123456789
10
CONDUCTIVIDAD
Frec
uenc
ia
%
HISTODRAMAS DE LAS SEGUNDA JORNDA
SEGUNDA JORNADA
CONDUCTIVIDAD
0.72 d min 0.720.8 dmax 1.050.8 rango 0.330.9 clase 5.59610343490.9 ancho 0.05500
0.950.960.96 limite0.96 1 0.780.96 2 0.830.97 3 0.890.97 4 0.940.97 5 1.000.97 6 1.050.980.99
11.011.031.031.041.041.051.05
F. R. Acomulada Fr. Aco. Clase Frecuencia Frec. Relativa Frec.
0.04 4.17 0.78 1 0.04 4.17
0.08 8.33 0.83 2 0.08 8.33
0.54 54.17 0.89 0 0.00 0
0.75 75 0.94 2 0.08 8.33
0.74 0.79 0.85 0.91 0.96 1.020123456789
10
CONDUCTIVIDAD
Frec
uenc
ia
%%
0.83 83.33 1.00 11 0.46 45.83
1.00 100 1.05 8 0.33 33.33
Sumatoria 1.00 99.99
0.78 0.83 0.89 0.94 1.00 1.050
2
4
6
8
10
12
CONDUCTIVIDAD
Frec
uenc
ia7.35 7.41 7.47 7.52 7.58 7.64
0
2
4
6
8
10
12
PH
Frec
uenc
ia
HISTOGRAMAS DE LA PRIMERA JORNADA
6
Frec. Acomulada F. R. Acomulada Fr. Aco.
2 0.08 8.33
3 0.13 12.5
4 0.17 16.67
10 0.42 41.67
19 0.79 79.17
24 1.00 100
0.74 0.79 0.85 0.91 0.96 1.020123456789
10
CONDUCTIVIDAD
Frec
uenc
ia
%
HISTODRAMAS DE LAS SEGUNDA JORNDA
6
Frec. Acomulada F. R. Acomulada Fr. Aco.
1 0.04 4.17
3 0.13 12.5
3 0.13 12.5
5 0.21 20.83
0.74 0.79 0.85 0.91 0.96 1.020123456789
10
CONDUCTIVIDAD
Frec
uenc
ia
%
16 0.67 66.67
24 1.00 100
0.78 0.83 0.89 0.94 1.00 1.050
2
4
6
8
10
12
CONDUCTIVIDAD
Frec
uenc
ia
DIAGRAMA DE TALLO Y HOJAS
DIAGRAMA DE TALLO Y HOJAS PARA LA PRIMERA JORNADA
PRIMERA JORNADAPH
7.69 7.77.76 7.87.77 7.87.81 7.87.85 7.97.92 7.9 Tallo Hojas7.92 7.9 7 7 8 8 8 9 97.95 8 8 0 0 0 0 0 17.97 8 8 7 97.97 8 9 7
8 88.03 88.11 8.18.15 8.28.16 8.28.2 8.2
8.24 8.28.26 8.38.41 8.48.42 8.48.47 8.58.71 8.78.93 8.99.7 9.7
DIAGRAMA DE TALLO Y HOJAS DE LA SEGUNDA JORNADA
SEGUNDA JORNADAPH
7.29 7.37.36 7.47.42 7.47.42 7.47.43 7.47.43 7.47.43 7.4 Tallo Hojas7.43 7.4 7 3 4 4 4 4 47.44 7.4 7 6 6 6 6 6 67.44 7.4
7.44 7.47.45 7.57.45 7.57.47 7.57.48 7.57.48 7.57.51 7.57.52 7.57.56 7.67.58 7.67.59 7.67.62 7.67.62 7.67.64 7.6
DIAGRAMA DE TALLO Y HOJAS
DIAGRAMA DE TALLO Y HOJAS PARA LA PRIMERA JORNADA
Hojas92 2 2 2 3 4 4 5
DIAGRAMA DE TALLO Y HOJAS DE LA SEGUNDA JORNADA
Hojas4 4 4 4 4 5 5 5 5 5 5 5
DIAGRAMA DE TALLO Y HOJAS PARA LA PRIMERA JORNADA
PRIMERA JORNADAPromedio Caudal
2.43 2.42.45 2.52.51 2.52.53 2.52.57 2.6 Tallo Hojas2.64 2.6 2 4 5 5 5 62.85 2.9 3 1 4 62.88 2.9 4 0 5 5 6 63.13 3.1 5 1 3 63.38 3.4 6 0 1 53.58 3.6 7 04.02 44.45 4.54.45 4.54.55 4.64.58 4.64.84 4.85.08 5.15.31 5.35.64 5.65.96 66.07 6.16.46 6.56.98 7
DIAGRAMA DE TALLO Y HOJAS DE LA SEGUNDA JORNADA
SEGUNDA JORNADAPromedio Caudal
1.78 1.81.81 1.81.82 1.81.92 1.91.96 22.1 2.1
2.21 2.2 Tallo Hojas2.7 2.7 1 8 8 8 9
2.83 2.8 2 0 1 2 7 83.28 3.3 3 3 6 6 9
3.58 3.6 4 2 3 53.62 3.6 5 0 5 7 73.92 3.9 6 1 3 54.24 4.2 7 04.3 4.3
4.48 4.54.96 55.5 5.5
5.68 5.75.73 5.76.08 6.16.26 6.36.49 6.56.96 7
DIAGRAMA DE TALLO Y HOJAS PARA LA PRIMERA JORNADA
Hojas6 9 9
8
DIAGRAMA DE TALLO Y HOJAS DE LA SEGUNDA JORNADA
DIAGRAMA DE OJIVA ASCENDENTE
PRIMERA JORNADA
SDT
0.410.49 d min 0.340.48 dmax 0.520.46 rango 0.180.45 clase 5.59610343 60.47 ancho 0.030.480.480.47 limite0.46 1 0.370.46 2 0.400.45 3 0.430.45 4 0.460.44 5 0.490.44 6 0.520.430.410.38 Clase Frecuencia % acumulado0.34 0.37 2 8.33%0.36 0.40 1 12.50%0.44 0.43 3 25.00%0.49 0.46 9 62.50%0.51 0.49 7 91.67%0.52 0.52 2 100.00%
SEGUNDA JORNADA
SDL
0.36 d min 0.360.4 dmax 0.520.4 rango 0.16
0.45 clase 5.59610343 60.45 ancho 0.030.470.470.47 limite0.48 1 0.390.48 2 0.410.48 3 0.44
0.48 4 0.470.48 5 0.500.49 6 0.530.490.490.51 Clase Frecuencia % acumulado0.51 0.39 1 4.17%0.51 0.41 2 12.50%0.51 0.44 0 12.50%0.52 0.47 5 33.33%0.52 0.50 8 66.67%0.52 0.53 8 100.00%0.52
DIAGRAMA DE OJIVA ASCENDENTE
% acumulado
0.39 0.41 0.44 0.47 0.50 0.530
1
2
3
4
5
6
7
8
9
0.00%
20.00%
40.00%
60.00%
80.00%
100.00%
120.00%
SDT
Frec
uenc
ia
0.37 0.40 0.43 0.46 0.49 0.520
2
4
6
8
10
0.00%
20.00%
40.00%
60.00%
80.00%
100.00%
120.00%
SDT
Frec
uenc
ia
% acumulado
0.39 0.41 0.44 0.47 0.50 0.530
1
2
3
4
5
6
7
8
9
0.00%
20.00%
40.00%
60.00%
80.00%
100.00%
120.00%
SDT
Frec
uenc
ia
MEDIDAS DE VARIACIÓN
MEDIDAS DE VARIACIÓN PARA LA PRIMERA JORNADA
TEM. AMBIENTE1 8 Num. Datos 242 8 Dmax 25.53 8 Dmin 84 8.5 Rango 17.55 9 Q1 9.56 9 9.5 Q3 217 10 Ran. Intercuartil 11.58 11 Media 15.679 11.5 varianza 39.54
10 12 Desv. Estandar 6.2911 12 Coef. Variacion 40.1312 1513 1614 1615 1816 1917 2018 21 2119 2120 2421 2422 2423 25.524 25.5
TEM. AGUA Num. Datos 241 19.4 Dmax 25.32 19.5 Dmin 19.43 19.6 Rango 5.94 19.9 Q1 20.255 20.1 Q3 22.86 20.1 20.25 Ran. Intercuartil 2.557 20.4 Media 21.568 20.7 varianza 2.499 20.8 Desv. Estandar 1.58
10 21.1 Coef. Variacion 7.3211 21.212 21.313 21.414 21.515 21.616 21.617 21.918 22.5 22.819 23.120 23.221 23.522 23.623 24.124 25.3
CAUDAL Num. Datos 241 2.43 Dmax 6.982 2.45 Dmin 2.433 2.51 Rango 4.554 2.53 Q1 2.755 2.57 Q3 5.1956 2.64
2.75 Ran. Intercuartil 2.457 2.85 Media 4.148 2.88 varianza 2.049 3.13 Desv. Estandar 1.43
10 3.38 Coef. Variacion 34.5211 3.5812 4.0213 4.4514 4.4515 4.5516 4.5817 4.8418 5.08
5.19519 5.3120 5.6421 5.9622 6.0723 6.4624 6.98
PH Num. Datos 241 7.69 Dmax 9.72 7.76 Dmin 7.693 7.77 Rango 2.014 7.81 Q1 7.925 7.85 Q3 8.346 7.92
7.92 Ran. Intercuartil 0.427 7.92 Media 8.188 7.95 varianza 0.209 7.97 Desv. Estandar 0.44
10 7.97 Coef. Variacion 5.4211 812 8.0313 8.1114 8.1515 8.1616 8.217 8.2418 8.26
8.33519 8.4120 8.4221 8.4722 8.7123 8.9324 9.7
CONDUCTIVIDAD Num. Datos 241 0.68 Dmax 1.022 0.72 Dmin 0.683 0.77 Rango 0.344 0.83 Q1 0.8755 0.87 Q3 0.966 0.87 0.875 Ran. Intercuartil 0.087 0.88 Media 0.908 0.88 varianza 0.019 0.89 Desv. Estandar 0.08
10 0.9 Coef. Variacion 9.3211 0.9112 0.9113 0.9214 0.9215 0.92
16 0.9317 0.9418 0.95 0.95519 0.9620 0.9721 0.9722 0.9923 1.0224 1.02
MEDIDAS DE VARIACIÓN PARA LA SEGUNDA JORNADA
TEM. AMBIENTE Num. Datos 241 8 Dmax 262 9 Dmin 83 9 Rango 184 9 Q1 105 10 Q3 24.56 10 10 Ran. Intercuartil 127 10 Media 16.798 11 varianza 45.729 12 Desv. Estandar 6.76
10 12 Coef. Variacion 40.2711 1212 1613 1914 1915 1916 2017 2118 24 24.519 2520 2521 25.522 25.523 2624 26
TEM. AGUA
1 21.2 Num. Datos 242 21.4 Dmax 24.23 21.4 Dmin 21.24 21.5 Rango 35 21.6 Q1 21.76 21.7 21.7 Q3 23.107 21.7 Ran. Intercuartil 1.408 22 Media 22.429 22 varianza 0.79
10 22 Desv. Estandar 0.8911 22 Coef. Variacion 3.9512 22.213 22.314 22.315 22.316 22.617 22.618 23 23.119 23.220 23.521 23.622 23.823 2424 24.2
CAUDAL Num. Datos 241 1.78 Dmax 6.962 1.81 Dmin 1.783 1.82 Rango 5.184 1.92 Q1 2.1555 1.96 Q3 5.596 2.1
2.155 Ran. Intercuartil 3.437 2.21 Media 3.938 2.7 varianza 2.939 2.83 Desv. Estandar 1.71
10 3.28 Coef. Variacion 43.5811 3.5812 3.6213 3.9214 4.2415 4.316 4.48
17 4.9618 5.5
5.5919 5.6820 5.7321 6.0822 6.2623 6.4924 6.96
PH Num. Datos 241 7.29 Dmax 7.642 7.36 Dmin 7.293 7.42 Rango 0.354 7.42 Q1 7.435 7.43 Q3 7.546 7.43 7.43 Ran. Intercuartil 0.117 7.43 Media 7.488 7.43 varianza 0.019 7.44 Desv. Estandar 0.09
10 7.44 Coef. Variacion 1.1511 7.4412 7.4513 7.4514 7.4715 7.4816 7.4817 7.5118 7.52 7.5419 7.5620 7.5821 7.5922 7.6223 7.6224 7.64
CONDUCTIVIDAD Num. Datos 241 0.72 Dmax 1.052 0.8 Dmin 0.723 0.8 Rango 0.33
4 0.9 Q1 0.9555 0.9 Q3 1.026 0.95 0.955 Ran. Intercuartil 0.077 0.96 Media 0.968 0.96 varianza 0.019 0.96 Desv. Estandar 0.08
10 0.96 Coef. Variacion 8.7211 0.9712 0.9713 0.9714 0.9715 0.9816 0.9917 118 1.01 1.0219 1.0320 1.0321 1.0422 1.0423 1.0524 1.05
MEDIDAS DE VARIACIÓN
MEDIDAS DE VARIACIÓN PARA LA PRIMERA JORNADA
8 15.67 -7.67 58.78 648 15.67 -7.67 58.78 648 15.67 -7.67 58.78 64
8.5 15.67 -7.17 51.36 72.256 9 15.67 -6.67 44.44 81
18 9 15.67 -6.67 44.44 8110 15.67 -5.67 32.11 10011 15.67 -4.67 21.78 121
11.5 15.67 -4.17 17.36 132.2512 15.67 -3.67 13.44 14412 15.67 -3.67 13.44 14415 15.67 -0.67 0.44 22516 15.67 0.33 0.11 25616 15.67 0.33 0.11 25618 15.67 2.33 5.44 32419 15.67 3.33 11.11 36120 15.67 4.33 18.78 40021 15.67 5.33 28.44 44121 15.67 5.33 28.44 44124 15.67 8.33 69.44 57624 15.67 8.33 69.44 57624 15.67 8.33 69.44 576
25.5 15.67 9.83 96.69 650.2525.5 15.67 9.83 96.69 650.25
Sumatoria 0.00 909.33 6800
19.4 21.56 -2.16 4.66 376.3619.5 21.56 -2.06 4.24 380.2519.6 21.56 -1.96 3.84 384.16
6 19.9 21.56 -1.66 2.75 396.0118 20.1 21.56 -1.46 2.13 404.01
20.1 21.56 -1.46 2.13 404.0120.4 21.56 -1.16 1.34 416.1620.7 21.56 -0.86 0.74 428.4920.8 21.56 -0.76 0.58 432.64
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
21.1 21.56 -0.46 0.21 445.2121.2 21.56 -0.36 0.13 449.4421.3 21.56 -0.26 0.07 453.6921.4 21.56 -0.16 0.03 457.9621.5 21.56 -0.06 0.00 462.2521.6 21.56 0.04 0.00 466.5621.6 21.56 0.04 0.00 466.5621.9 21.56 0.34 0.12 479.6122.5 21.56 0.94 0.89 506.2523.1 21.56 1.54 2.38 533.6123.2 21.56 1.64 2.70 538.2423.5 21.56 1.94 3.77 552.2523.6 21.56 2.04 4.17 556.9624.1 21.56 2.54 6.46 580.8125.3 21.56 3.74 14.00 640.09
Sumatoria 0.00 57.30 11211.58
2.43 4.14 -1.71 2.92 5.90492.45 4.14 -1.69 2.85 6.00252.51 4.14 -1.63 2.65 6.3001
6 2.53 4.14 -1.61 2.59 6.400918 2.57 4.14 -1.57 2.46 6.6049
2.64 4.14 -1.50 2.25 6.96962.85 4.14 -1.29 1.66 8.12252.88 4.14 -1.26 1.59 8.29443.13 4.14 -1.01 1.02 9.79693.38 4.14 -0.76 0.58 11.42443.58 4.14 -0.56 0.31 12.81644.02 4.14 -0.12 0.01 16.16044.45 4.14 0.31 0.10 19.80254.45 4.14 0.31 0.10 19.80254.55 4.14 0.41 0.17 20.70254.58 4.14 0.44 0.19 20.97644.84 4.14 0.70 0.49 23.42565.08 4.14 0.94 0.89 25.80645.31 4.14 1.17 1.37 28.19615.64 4.14 1.50 2.25 31.80965.96 4.14 1.82 3.32 35.52166.07 4.14 1.93 3.73 36.84496.46 4.14 2.32 5.39 41.73166.98 4.14 2.84 8.07 48.7204
sumatoria 0.00 46.95 458.138
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
7.69 8.18 -0.49 0.24 59.13617.76 8.18 -0.42 0.18 60.21767.77 8.18 -0.41 0.17 60.3729
6 7.81 8.18 -0.37 0.14 60.996118 7.85 8.18 -0.33 0.11 61.6225
7.92 8.18 -0.26 0.07 62.72647.92 8.18 -0.26 0.07 62.72647.95 8.18 -0.23 0.05 63.20257.97 8.18 -0.21 0.05 63.52097.97 8.18 -0.21 0.05 63.5209
8 8.18 -0.18 0.03 648.03 8.18 -0.15 0.02 64.48098.11 8.18 -0.07 0.01 65.77218.15 8.18 -0.03 0.00 66.42258.16 8.18 -0.02 0.00 66.58568.2 8.18 0.02 0.00 67.24
8.24 8.18 0.06 0.00 67.89768.26 8.18 0.08 0.01 68.22768.41 8.18 0.23 0.05 70.72818.42 8.18 0.24 0.06 70.89648.47 8.18 0.29 0.08 71.74098.71 8.18 0.53 0.28 75.86418.93 8.18 0.75 0.56 79.74499.7 8.18 1.52 2.30 94.09
Sumatoria 0.00 4.53 1611.733
0.68 0.90 -0.22 0.05 0.46240.72 0.90 -0.18 0.03 0.51840.77 0.90 -0.13 0.02 0.5929
6 0.83 0.90 -0.07 0.01 0.688918 0.87 0.90 -0.03 0.00 0.7569
0.87 0.90 -0.03 0.00 0.75690.88 0.90 -0.02 0.00 0.77440.88 0.90 -0.02 0.00 0.77440.89 0.90 -0.01 0.00 0.79210.9 0.90 0.00 0.00 0.81
0.91 0.90 0.01 0.00 0.82810.91 0.90 0.01 0.00 0.82810.92 0.90 0.02 0.00 0.84640.92 0.90 0.02 0.00 0.84640.92 0.90 0.02 0.00 0.8464
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
0.93 0.90 0.03 0.00 0.86490.94 0.90 0.04 0.00 0.88360.95 0.90 0.05 0.00 0.90250.96 0.90 0.06 0.00 0.92160.97 0.90 0.07 0.00 0.94090.97 0.90 0.07 0.00 0.94090.99 0.90 0.09 0.01 0.98011.02 0.90 0.12 0.01 1.04041.02 0.90 0.12 0.01 1.0404
Sumatoria 0.00 0.16 19.638
MEDIDAS DE VARIACIÓN PARA LA SEGUNDA JORNADA
8 16.79 -8.79 77.29 649 16.79 -7.79 60.71 819 16.79 -7.79 60.71 81
6 9 16.79 -7.79 60.71 8118 10 16.79 -6.79 46.13 100
10 16.79 -6.79 46.13 10010 16.79 -6.79 46.13 10011 16.79 -5.79 33.54 12112 16.79 -4.79 22.96 14412 16.79 -4.79 22.96 14412 16.79 -4.79 22.96 14416 16.79 -0.79 0.63 25619 16.79 2.21 4.88 36119 16.79 2.21 4.88 36119 16.79 2.21 4.88 36120 16.79 3.21 10.29 40021 16.79 4.21 17.71 44124 16.79 7.21 51.96 57625 16.79 8.21 67.38 62525 16.79 8.21 67.38 625
25.5 16.79 8.71 75.84 650.2525.5 16.79 8.71 75.84 650.2526 16.79 9.21 84.79 67626 16.79 9.21 84.79 676
Sumatoria 0.00 1051.46 7818.5
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
21.2 22.42 -1.22 1.49 449.4421.4 22.42 -1.02 1.04 457.9621.4 22.42 -1.02 1.04 457.96
6 21.5 22.42 -0.92 0.85 462.2518 21.6 22.42 -0.82 0.67 466.56
21.7 22.42 -0.72 0.52 470.8921.7 22.42 -0.72 0.52 470.8922 22.42 -0.42 0.18 48422 22.42 -0.42 0.18 48422 22.42 -0.42 0.18 48422 22.42 -0.42 0.18 484
22.2 22.42 -0.22 0.05 492.8422.3 22.42 -0.12 0.01 497.2922.3 22.42 -0.12 0.01 497.2922.3 22.42 -0.12 0.01 497.2922.6 22.42 0.18 0.03 510.7622.6 22.42 0.18 0.03 510.7623 22.42 0.58 0.34 529
23.2 22.42 0.78 0.61 538.2423.5 22.42 1.08 1.16 552.2523.6 22.42 1.18 1.39 556.9623.8 22.42 1.38 1.90 566.4424 22.42 1.58 2.49 576
24.2 22.42 1.78 3.17 585.64Sumatoria 0.00 18.06 12082.71
1.78 3.93 -2.15 4.60 3.16841.81 3.93 -2.12 4.47 3.27611.82 3.93 -2.11 4.43 3.3124
6 1.92 3.93 -2.01 4.02 3.686418 1.96 3.93 -1.97 3.86 3.8416
2.1 3.93 -1.83 3.33 4.412.21 3.93 -1.72 2.94 4.88412.7 3.93 -1.23 1.50 7.29
2.83 3.93 -1.10 1.20 8.00893.28 3.93 -0.65 0.42 10.75843.58 3.93 -0.35 0.12 12.81643.62 3.93 -0.31 0.09 13.10443.92 3.93 -0.01 0.00 15.36644.24 3.93 0.31 0.10 17.97764.3 3.93 0.37 0.14 18.49
4.48 3.93 0.55 0.31 20.0704
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
4.96 3.93 1.03 1.07 24.60165.5 3.93 1.57 2.48 30.25
5.68 3.93 1.75 3.08 32.26245.73 3.93 1.80 3.26 32.83296.08 3.93 2.15 4.64 36.96646.26 3.93 2.33 5.45 39.18766.49 3.93 2.56 6.58 42.12016.96 3.93 3.03 9.21 48.4416
Sumatoria 0.00 67.31 437.1241
7.29 7.48 -0.19 0.04 53.14417.36 7.48 -0.12 0.01 54.16967.42 7.48 -0.06 0.00 55.0564
6 7.42 7.48 -0.06 0.00 55.056418 7.43 7.48 -0.05 0.00 55.2049
7.43 7.48 -0.05 0.00 55.20497.43 7.48 -0.05 0.00 55.20497.43 7.48 -0.05 0.00 55.20497.44 7.48 -0.04 0.00 55.35367.44 7.48 -0.04 0.00 55.35367.44 7.48 -0.04 0.00 55.35367.45 7.48 -0.03 0.00 55.50257.45 7.48 -0.03 0.00 55.50257.47 7.48 -0.01 0.00 55.80097.48 7.48 0.00 0.00 55.95047.48 7.48 0.00 0.00 55.95047.51 7.48 0.03 0.00 56.40017.52 7.48 0.04 0.00 56.55047.56 7.48 0.08 0.01 57.15367.58 7.48 0.10 0.01 57.45647.59 7.48 0.11 0.01 57.60817.62 7.48 0.14 0.02 58.06447.62 7.48 0.14 0.02 58.06447.64 7.48 0.16 0.03 58.3696
Sumatoria 0.00 0.17 1342.6806
0.72 0.96 -0.24 0.06 0.51840.8 0.96 -0.16 0.03 0.640.8 0.96 -0.16 0.03 0.64
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
𝑋_𝑖 𝑋 ̅� (𝑋_𝑖-〖𝑋 )〗^2〖 (𝑋〗 _𝑖−𝑋)〖 (𝑋_𝑖)〗^2
6 0.9 0.96 -0.06 0.00 0.8118 0.9 0.96 -0.06 0.00 0.81
0.95 0.96 -0.01 0.00 0.90250.96 0.96 0.00 0.00 0.92160.96 0.96 0.00 0.00 0.92160.96 0.96 0.00 0.00 0.92160.96 0.96 0.00 0.00 0.92160.97 0.96 0.01 0.00 0.94090.97 0.96 0.01 0.00 0.94090.97 0.96 0.01 0.00 0.94090.97 0.96 0.01 0.00 0.94090.98 0.96 0.02 0.00 0.96040.99 0.96 0.03 0.00 0.9801
1 0.96 0.04 0.00 11.01 0.96 0.05 0.00 1.02011.03 0.96 0.07 0.01 1.06091.03 0.96 0.07 0.01 1.06091.04 0.96 0.08 0.01 1.08161.04 0.96 0.08 0.01 1.08161.05 0.96 0.09 0.01 1.10251.05 0.96 0.09 0.01 1.1025
Sumatoria 0.00 0.16 22.2215
𝑅𝑎𝑛𝑔𝑜=𝐷𝑚𝑎𝑥−𝐷𝑚𝑖𝑛𝑄_1=(25/100)𝑛
𝑄_3=(75/100)𝑛𝑅𝑎𝑛𝑔𝑜 𝐼𝑛𝑡𝑒𝑟𝑐𝑢𝑎𝑟𝑡𝑖𝑙 (𝑅𝐼)=𝑄_3−𝑄_1𝑀𝑒𝑑𝑖𝑎 → 𝑥 ̅�=(∑24_(𝑖=1)^𝑛▒𝑥_𝑖 )/𝑛 𝑉𝑎𝑟𝑖𝑎𝑛𝑧𝑎 → 𝑆^2=(∑▒〖 (𝑥_𝑖−𝑥 ̅�)〗^2 )/(𝑛−1)𝐷𝑒𝑠𝑣𝑖𝑎𝑐𝑖ó𝑛 𝐸𝑠𝑡á𝑛𝑑𝑎𝑟 → 𝑆^2=(∑▒〖〖 〗𝑋𝑖 ^2− E^2 𝑛𝑥 〗 )/(𝑛−1)
𝐶𝑜𝑒𝑓𝑖𝑐𝑖𝑒𝑛𝑡𝑒 𝑑𝑒 𝑉𝑎𝑟𝑖𝑎𝑐𝑖ó𝑛 →𝑆=√
MEDIDAS DE TENDENCIA CENTRAL
PRIMERA JORNADATEM. AMBIENTE1 82 83 8 Valor4 8.5 Media 15.675 9 Mediana 15.56 9 Moda 87 108 119 11.5
10 1211 1212 1513 1614 1615 1816 1917 2018 2119 2120 2421 2422 2423 25.524 25.5
PRIMERA JORNADATEM. AGUA
1 19.42 19.53 19.6 Valor4 19.9 Media 21.565 20.1 Mediana 21.356 20.1 Moda 20.17 20.48 20.79 20.8
10 21.111 21.212 21.313 21.414 21.5
15 21.616 21.617 21.918 22.519 23.120 23.221 23.522 23.623 24.124 25.3
PRIMERA JORNADACAUDAL
1 2.432 2.45 Valor3 2.51 Media 4.144 2.53 Mediana 4.2355 2.57 Moda 4.456 2.647 2.858 2.889 3.13
10 3.3811 3.5812 4.0213 4.4514 4.4515 4.5516 4.5817 4.8418 5.0819 5.3120 5.6421 5.9622 6.0723 6.4624 6.98
PRIMERA JORNADAPH
1 7.692 7.763 7.77 Valor4 7.81 Media 8.185 7.85 Mediana 8.07
6 7.92 Moda 7.927 7.928 7.959 7.97
10 7.9711 812 8.0313 8.1114 8.1515 8.1616 8.217 8.2418 8.2619 8.4120 8.4221 8.4722 8.7123 8.9324 9.7
PRIMERA JORNADACONDUCTIVIDAD
1 0.682 0.723 0.77 Valor4 0.83 Media 0.905 0.87 Mediana 0.926 0.87 Moda 0.927 0.888 0.889 0.89
10 0.911 0.9112 0.9113 0.9214 0.9215 0.9216 0.9317 0.9418 0.9519 0.9620 0.9721 0.9722 0.9923 1.0224 1.02
MEDIDAS DE TENDENCIA CENTRAL
SEGUNDA JORNADATEM. AMBIENTE1 82 93 9 Valor4 9 Media 16.795 10 Mediana 17.56 10 Moda 97 108 119 12
10 1211 1212 1613 1914 1915 1916 2017 2118 2419 2520 2521 25.522 25.523 2624 26
SEGUNDA JORNADATEM. AGUA
1 21.22 21.43 21.4 Valor4 21.5 Media 22.425 21.6 Mediana 22.256 21.7 Moda 227 21.78 229 22
10 2211 2212 22.213 22.314 22.3
15 22.316 22.617 22.618 2319 23.220 23.521 23.622 23.823 2424 24.2
SEGUNDA JORNADACAUDAL
1 1.782 1.81 Valor3 1.82 Media 3.934 1.92 Mediana 3.775 1.96 Moda Ninguno6 2.17 2.218 2.79 2.83
10 3.2811 3.5812 3.6213 3.9214 4.2415 4.316 4.4817 4.9618 5.519 5.6820 5.7321 6.0822 6.2623 6.4924 6.96
SEGUNDA JORNADAPH
1 7.292 7.363 7.42 Valor4 7.42 Media 7.485 7.43 Mediana 7.45
6 7.43 Moda 7.437 7.438 7.439 7.44
10 7.4411 7.4412 7.4513 7.4514 7.4715 7.4816 7.4817 7.5118 7.5219 7.5620 7.5821 7.5922 7.6223 7.6224 7.64
SEGUNDA JORNADACONDUCTIVIDAD
1 0.722 0.83 0.8 Valor4 0.9 Media 0.965 0.9 Mediana 0.976 0.95 Moda 0.967 0.968 0.969 0.96
10 0.9611 0.9712 0.9713 0.9714 0.9715 0.9816 0.9917 118 1.0119 1.0320 1.0321 1.0422 1.0423 1.0524 1.05
DIAGRAMA DE CAJA PARA LA PRIMERA JORNADA
PH7.29 No atipico No atipico 1
7.36 No atipico No atipico 27.42 No atipico V atipico 37.42 No atipico V atipico 47.43 No atipico V atipico 5
7.43 No atipico V atipico 6 7.437.43 No atipico V atipico 7
7.43 No atipico V atipico 87.44 No atipico V atipico 97.44 No atipico V atipico 107.44 No atipico V atipico 11
7.45 No atipico V atipico 12 7.457.45 No atipico V atipico 137.47 No atipico V atipico 147.48 No atipico V atipico 157.48 No atipico V atipico 167.51 No atipico V atipico 17
7.52 No atipico V atipico 18 7.547.56 No atipico V atipico 197.58 No atipico V atipico 207.59 No atipico V atipico 21
7.62 No atipico V atipico 22
7.62 No atipico V atipico 23
7.64 No atipico V atipico 24
CONDUCTIVIDAD0.68 V atipico No atipico 10.72 V atipico No atipico 20.77 No atipico No atipico 30.83 No atipico No atipico 40.87 No atipico V atipico 50.87 No atipico V atipico 6 0.880.88 No atipico V atipico 70.88 No atipico V atipico 80.89 No atipico V atipico 90.9 No atipico V atipico 10
0.91 No atipico V atipico 110.91 No atipico V atipico 12 0.920.92 No atipico V atipico 130.92 No atipico V atipico 14
0.92 No atipico V atipico 150.93 No atipico V atipico 160.94 No atipico V atipico 170.95 No atipico V atipico 18 0.960.96 No atipico V atipico 190.97 No atipico V atipico 200.97 No atipico V atipico 210.99 No atipico V atipico 221.02 No atipico V atipico 231.02 No atipico V atipico 24
DIAGRAMA DE CAJA PARA LA SEGUNDA JORNADA
PH7.29 V atipico V atipico 17.36 V atipico V atipico 27.42 No atipico V atipico 37.42 No atipico V atipico 47.43 No atipico V atipico 57.43 No atipico V atipico 6 7.437.43 No atipico V atipico 77.43 No atipico V atipico 87.44 No atipico V atipico 97.44 No atipico V atipico 107.44 No atipico V atipico 117.45 No atipico V atipico 12 7.457.45 No atipico V atipico 137.47 No atipico V atipico 147.48 No atipico V atipico 157.48 No atipico V atipico 167.51 No atipico V atipico 177.52 No atipico V atipico 18 7.547.56 No atipico V atipico 197.58 No atipico V atipico 207.59 No atipico V atipico 217.62 No atipico V atipico 227.62 No atipico V atipico 237.64 No atipico V atipico 24
CONDUCTIVIDAD0.72 V atipico V atipico 10.8 V atipico V atipico 20.8 V atipico V atipico 3
0.9 No atipico V atipico 40.9 No atipico V atipico 5
0.95 No atipico V atipico 6 0.9550.96 No atipico V atipico 70.96 No atipico V atipico 80.96 No atipico V atipico 90.96 No atipico V atipico 100.97 No atipico V atipico 110.97 No atipico V atipico 12 0.970.97 No atipico V atipico 130.97 No atipico V atipico 140.98 No atipico V atipico 150.99 No atipico V atipico 16
1 No atipico V atipico 171.01 No atipico V atipico 18 1.021.03 No atipico V atipico 191.03 No atipico V atipico 201.04 No atipico V atipico 211.04 No atipico V atipico 221.05 No atipico V atipico 231.05 No atipico V atipico 24
DIAGRAMA DE CAJA PARA LA PRIMERA JORNADA
RESUMEN DE 5 NUMEROS iDmin 7.29Q1 7.43 6Mediana - Q2 7.45 12 Mediana a la izquierda Lim Inf
Q3 7.54 18Dmax 7.64Ran. Intercuartil 0.11
7.27
Lim inf. 7.265 Lim Inf a la Izq de DminLim. Sup. 7.375 Lim Sup a la Izq del D max
RESUMEN DE 5 NUMEROS iDmin 0.68
Q1 0.88 6
Mediana - Q2 0.92 12 Mediana a la derecha Lim Inf
Q3 0.96 18Dmax 1.02Ran. Intercuartil 0.08
0.76
Lim inf. 0.755 Lim Inf a la Der de DminLim. Sup. 0.835 Lim Sup a la Izq del D max
DIAGRAMA DE CAJA PARA LA SEGUNDA JORNADA
RESUMEN DE 5 NUMEROS iDmin 7.29
Q1 7.43 6Mediana - Q2 7.45 12 Mediana a la izquierda Lim Inf
Q3 7.54 18Dmax 7.64Ran. Intercuartil 0.11
7.27
Lim inf. 7.265 Lim Inf a la Izq de DminLim. Sup. 7.375 Lim Sup a la Izq del D max
RESUMEN DE 5 NUMEROS iDmin 0.72
Q1 0.96 6Mediana - Q2 0.97 12 Mediana a la derecha Lim Inf
Q3 1.02 18Dmax 1.05Ran. Intercuartil 0.07
0.86
Lim inf. 0.8575 Lim Inf a la Der de DminLim. Sup. 0.855 Lim Sup a la Izq del D max
DIAGRAMA DE CAJA PARA LA PRIMERA JORNADA
Q1 Media Q3
Lim Sup.
D min Dmax
7.29 7.64
7.38
7.43 7.5 7.54Q2
7.45
Q1Media
Q3
Lim Sup.
D min Dmax
0.68 1.02
0.84
0.88 0.9 0.96Q2
0.92
DIAGRAMA DE CAJA PARA LA SEGUNDA JORNADA
Q1Media
Q3
Lim Sup.
D min Dmax
7.29 7.64
7.38
7.43 7.5 7.54Q2
7.45
Q1 Media Q3
Lim Sup.
D min Dmax
0.72 1.05
0.86
0.96 1.0 1.02Q2
0.97
VALORES Z PARA DETECCION DE VALORES ATIPICOS
PH VALORES Z VALORES ATIPICOS1 7.69 -1.11 No atipico2 7.76 -0.95 No atipico3 7.77 -0.93 No atipico4 7.81 -0.84 No atipico5 7.85 -0.75 No atipico6 7.92
7.92-0.59 No atipico
7 7.92 -0.59 No atipico8 7.95 -0.53 No atipico9 7.97 -0.48 No atipico
10 7.97 -0.48 No atipico11 8 -0.41 No atipico12 8.03 -0.35 No atipico13 8.11 -0.17 No atipico14 8.15 -0.08 No atipico15 8.16 -0.05 No atipico16 8.2 0.04 No atipico17 8.24 0.13 No atipico18 8.26
8.3350.17 No atipico
19 8.41 0.51 No atipico20 8.42 0.53 No atipico21 8.47 0.65 No atipico22 8.71 1.19 No atipico23 8.93 1.68 No atipico24 9.7 3.42 V atipico
CONDUCTIVIDAD VALORES Z VALORES ATIPICOS1 0.68 -2.63 No atipico2 0.72 -2.15 No atipico3 0.77 -1.56 No atipico4 0.83 -0.84 No atipico5 0.87 -0.37 No atipico6 0.87 0.875
-0.37 No atipico7 0.88 -0.25 No atipico8 0.88 -0.25 No atipico9 0.89 -0.13 No atipico
10 0.9 -0.01 No atipico11 0.91 0.11 No atipico12 0.91 0.11 No atipico13 0.92 0.23 No atipico14 0.92 0.23 No atipico15 0.92 0.23 No atipico16 0.93 0.35 No atipico17 0.94 0.47 No atipico18 0.95 0.955
0.59 No atipico
19 0.960.955
0.71 No atipico20 0.97 0.82 No atipico21 0.97 0.82 No atipico22 0.99 1.06 No atipico23 1.02 1.42 No atipico24 1.02 1.42 No atipico
TEM. AGUA VALORES Z VALORES ATIPICOS1 19.4 -1.00 No atipico2 19.5 -1.00 No atipico3 19.6 -1.00 No atipico4 19.9 -1.00 No atipico5 20.1 -0.99 No atipico6 20.1 20.25
-0.99 No atipico7 20.4 -0.99 No atipico8 20.7 -0.99 No atipico9 20.8 -0.99 No atipico
10 21.1 -0.98 No atipico11 21.2 -0.98 No atipico12 21.3 -0.98 No atipico13 21.4 -0.98 No atipico14 21.5 -0.98 No atipico15 21.6 -0.98 No atipico16 21.6 -0.98 No atipico17 21.9 -0.98 No atipico18 22.5 22.8
-0.97 No atipico19 23.1 -0.96 No atipico20 23.2 -0.96 No atipico21 23.5 -0.96 No atipico22 23.6 -0.96 No atipico23 24.1 -0.95 No atipico24 25.3 -0.94 No atipico
VALORES Z PARA DETECCION DE VALORES ATIPICOS
Num. Datos 24 xi x (xi-x)Dmax 9.7 7.69 8.18 -0.49Dmin 7.69 7.76 8.18 -0.42Rango 2.01 7.77 8.18 -0.41Q1 6 7.92 7.81 8.18 -0.37Q3 18 8.34 7.85 8.18 -0.33Ran. Intercuartil 12 7.92 8.18 -0.26Media 8.18 7.92 8.18 -0.26varianza 0.20 7.95 8.18 -0.23Desv. Estandar 0.44 7.97 8.18 -0.21Coef. Variacion 5.42 7.97 8.18 -0.21
8 8.18 -0.188.03 8.18 -0.158.11 8.18 -0.078.15 8.18 -0.038.16 8.18 -0.028.2 8.18 0.02
8.24 8.18 0.068.26 8.18 0.088.41 8.18 0.238.42 8.18 0.248.47 8.18 0.298.71 8.18 0.538.93 8.18 0.759.7 8.18 1.52
sumatoria 0.00
Num. Datos 24 xi x (xi-x)Dmax 1.02 0.68 0.90 -0.22Dmin 0.68 0.72 0.90 -0.18Rango 0.34 0.77 0.90 -0.13Q1 6 0.875 0.83 0.90 -0.07Q3 18 0.96 0.87 0.90 -0.03Ran. Intercuartil 12 0.87 0.90 -0.03Media 0.90 0.88 0.90 -0.02varianza 0.01 0.88 0.90 -0.02Desv. Estandar 0.08 0.89 0.90 -0.01Coef. Variacion 9.32 0.9 0.90 0.00
0.91 0.90 0.010.91 0.90 0.010.92 0.90 0.020.92 0.90 0.020.92 0.90 0.020.93 0.90 0.030.94 0.90 0.040.95 0.90 0.05
0.96 0.90 0.060.97 0.90 0.070.97 0.90 0.070.99 0.90 0.091.02 0.90 0.121.02 0.90 0.12
0.00
Num. Datos 24 xi x (xi-x)Dmax 25.3 19.4 114.26 -94.86Dmin 19.4 19.5 114.26 -94.76Rango 5.9 19.6 114.26 -94.66Q1 6 20.25 19.9 114.26 -94.36Q3 18 22.8 20.1 114.26 -94.16Ran. Intercuartil 12 20.1 114.26 -94.16Media 114.26 20.4 114.26 -93.86varianza 8970.64 20.7 114.26 -93.56Desv. Estandar 94.71 20.8 114.26 -93.46Coef. Variacion 82.89 21.1 114.26 -93.16
21.2 114.26 -93.0621.3 114.26 -92.9621.4 114.26 -92.8621.5 114.26 -92.7621.6 114.26 -92.6621.6 114.26 -92.6621.9 114.26 -92.3622.5 114.26 -91.7623.1 114.26 -91.1623.2 114.26 -91.0623.5 114.26 -90.7623.6 114.26 -90.6624.1 114.26 -90.1625.3 114.26 -88.96
sumatoria -2224.95
(xi-x2) xi20.243378 59.13610.179211 60.21760.170844 60.37290.139378 60.99610.111111 61.62250.069344 62.72640.069344 62.72640.054444 63.20250.045511 63.52090.045511 63.52090.033611 640.023511 64.48090.005378 65.77210.001111 66.42250.000544 66.58560.000278 67.240.003211 67.89760.005878 68.22760.051378 70.72810.056011 70.89640.082178 71.74090.277378 75.86410.557511 79.74492.300278 94.09
4.5263 1611.733
(xi-x2) xi20.048767 0.46240.032701 0.51840.017117 0.59290.005017 0.68890.000951 0.75690.000951 0.75690.000434 0.77440.000434 0.77440.000117 0.79210.000001 0.810.000084 0.82810.000084 0.82810.000367 0.84640.000367 0.84640.000367 0.84640.000851 0.86490.001534 0.88360.002417 0.9025
0.003501 0.92160.004784 0.94090.004784 0.94090.007951 0.98010.014201 1.04040.014201 1.04040.161983 19.638
(xi-x2) xi28999.31 376.368980.35 380.258961.41 384.168904.70 396.018866.99 404.018866.99 404.018810.58 416.168754.35 428.498735.65 432.648679.66 445.218661.04 449.448642.44 453.698623.85 457.968605.29 462.258586.75 466.568586.75 466.568531.24 479.618420.76 506.258311.00 533.618292.78 538.248238.23 552.258220.09 556.968129.67 580.817914.72 640.09
206324.61 11211.58
TIPO DE ASOCIACION DE LAS VARIABLES
PRIMERA JORNADAPH S.D.T
7.69 0.347.76 0.367.77 0.387.81 0.417.85 0.417.92 0.43 Covarianza 0.027.92 0.44 Coeficiente de correlación -0.427.95 0.447.97 0.447.97 0.45
8 0.458.03 0.458.11 0.468.15 0.468.16 0.468.2 0.478.24 0.478.26 0.488.41 0.488.42 0.488.47 0.498.71 0.498.93 0.519.7 0.52
10.77 10.77
SEGUNDA JORNADAT. AMBIENTE PH
7.29 87.36 97.42 97.42 97.43 107.43 107.43 10
𝑥_𝑖 𝑦_𝑖
∑
𝑥_𝑖 𝑦_𝑖
7.43 11 Covarianza 0.537.44 12 Coeficiente de correlación 0.917.44 127.44 127.45 167.45 197.47 197.48 197.48 207.51 217.52 247.56 257.58 257.59 25.57.62 25.57.62 267.64 26
403 403.00
T. AGUA PH
7.69 19.47.76 19.57.77 19.67.81 19.97.85 20.17.92 20.17.92 20.47.95 20.7 Covarianza 0.667.97 20.8 Coeficiente de correlación 0.947.97 21.1
8 21.28.03 21.38.11 21.48.15 21.58.16 21.68.2 21.6
8.24 21.98.26 22.58.41 23.18.42 23.28.47 23.58.71 23.68.93 24.19.7 25.3
∑
𝑥_𝑖 𝑦_𝑖
∑
517.4 517.40∑
TIPO DE ASOCIACION DE LAS VARIABLES
7.5 8 8.5 9 9.5 100.00
0.10
0.20
0.30
0.40
0.50
0.60R² = 0.650424232642049
pH Vs S.D.T
Column CLinear (Column C)
PH
SDT
7.25 7.3 7.35 7.4 7.45 7.5 7.55 7.6 7.65 7.70
5
10
15
20
25
30
R² = 0.830534532538396
T. Ambiente Vs. PH
Column CLinear (Column C)
T. Ambiente
Ph
7.6 8.1 8.6 9.1 9.60
5
10
15
20
25
30
R² = 0.885259321127599
T. Agua Vs pH
Column CLinear (Column C)
T. AGUA
PH
7.25 7.3 7.35 7.4 7.45 7.5 7.55 7.6 7.65 7.70
5
10
15
20
25
30
R² = 0.830534532538396
T. Ambiente Vs. PH
Column CLinear (Column C)
T. Ambiente
Ph
7.6 8.1 8.6 9.1 9.60
5
10
15
20
25
30
R² = 0.885259321127599
T. Agua Vs pH
Column CLinear (Column C)
T. AGUA
PH
Tema Consulta:SERIES DE TIEMPO
HORA CAUDAL (l/s)15:30 4.4516:30 4.5817:30 4.0218:30 4.8419:30 4.5520:30 3.5821:30 3.3822:30 2.8823:30 2.850:30 2.571:30 2.532:30 2.453:30 2.434:30 2.515:30 2.646:30 3.137:30 4.458:30 5.089:30 5.96
10:30 6.4611:30 6.9812:30 6.0713:30 5.3114:30 5.6415:30 4.9616:30 5.7317:30 4.318:30 3.9219:30 3.5820:30 3.2821:30 2.722:30 2.8323:30 2.210:30 1.961:30 1.822:30 1.813:30 1.924:30 1.785:30 2.16:30 3.627:30 6.088:30 4.249:30 4.48
15:3018:30
21:300:30
3:306:30
9:3012:30
15:3018:30
21:300:30
3:306:30
9:3012:30
012345678
Variación Típica Horaria
Caudales De las dos Jornadas
Horas
Caud
al (l
/s)
10:30 6.4911:30 6.9612:30 6.2613:30 5.514:30 5.68
Tema Consulta:SERIES DE TIEMPO
15:3018:30
21:300:30
3:306:30
9:3012:30
15:3018:30
21:300:30
3:306:30
9:3012:30
012345678
Variación Típica Horaria
Caudales De las dos Jornadas
Horas
Caud
al (l
/s)
