Modelo Predictivo - Renta Bicis
Mariana Ulloa - A01253076
2022-09-05
Modelo Predictivo
Importar base de datos
# file.choose()
bd <-read.csv("C:\\Users\\maria\\Documents\\ITESM LAET\\Semestre 7\\M3\\rentadebicis.csv")Entender la base de datos
resumen <-summary(bd)
resumen## hora dia mes año
## Min. : 0.00 Min. : 1.000 Min. : 1.000 Min. :2011
## 1st Qu.: 6.00 1st Qu.: 5.000 1st Qu.: 4.000 1st Qu.:2011
## Median :12.00 Median :10.000 Median : 7.000 Median :2012
## Mean :11.54 Mean : 9.993 Mean : 6.521 Mean :2012
## 3rd Qu.:18.00 3rd Qu.:15.000 3rd Qu.:10.000 3rd Qu.:2012
## Max. :23.00 Max. :19.000 Max. :12.000 Max. :2012
## estacion dia_de_la_semana asueto temperatura
## Min. :1.000 Min. :1.000 Min. :0.00000 Min. : 0.82
## 1st Qu.:2.000 1st Qu.:2.000 1st Qu.:0.00000 1st Qu.:13.94
## Median :3.000 Median :4.000 Median :0.00000 Median :20.50
## Mean :2.507 Mean :4.014 Mean :0.02857 Mean :20.23
## 3rd Qu.:4.000 3rd Qu.:6.000 3rd Qu.:0.00000 3rd Qu.:26.24
## Max. :4.000 Max. :7.000 Max. :1.00000 Max. :41.00
## sensacion_termica humedad velocidad_del_viento
## Min. : 0.76 Min. : 0.00 Min. : 0.000
## 1st Qu.:16.66 1st Qu.: 47.00 1st Qu.: 7.002
## Median :24.24 Median : 62.00 Median :12.998
## Mean :23.66 Mean : 61.89 Mean :12.799
## 3rd Qu.:31.06 3rd Qu.: 77.00 3rd Qu.:16.998
## Max. :45.45 Max. :100.00 Max. :56.997
## rentas_de_no_registrados rentas_de_registrados rentas_totales
## Min. : 0.00 Min. : 0.0 Min. : 1.0
## 1st Qu.: 4.00 1st Qu.: 36.0 1st Qu.: 42.0
## Median : 17.00 Median :118.0 Median :145.0
## Mean : 36.02 Mean :155.6 Mean :191.6
## 3rd Qu.: 49.00 3rd Qu.:222.0 3rd Qu.:284.0
## Max. :367.00 Max. :886.0 Max. :977.0Observaciones
- Por qué los días llegan hasta el 19 y no hasta el 31?
- ¿Qué significan los números en las estaciones? R: 1 es primavera, 2 es verano, 3 es otoño y 4 es invierno
Herramienta: “Generador de Valor de Datos”
Paso 1. Definir el área de negocios que deseamos impactar y su KPI.
Área: Ventas. Mes con mayor ventas.
Paso 2. Seleccionar plantilla (-s) para crear valor a partir de los datos de los clientes.
Visión / Segmentación / Personalización / Contextualización
Paso 3. Generar ideas o conceptos específicos.
- Necesitamos realizar la regresión lineal para estudiar la relación entre las ventas y el clima en este caso para así predecir las ventas que habrá en cada mes del año.
- En los meses más friós habrá más rentas debido a que el clima es más agradable para usar una bici.
Paso 4. Reunir los datos requeridos.
Información necesaria completa.
Paso 5. Plan de ejecución.
Tomando en cuenta los resultados de la regresión, en los meses con menos ventas que son principalmente el primer trimestre del año, se podrían poner ofertas para que las rentas incrementen, como rentas a 2x1 ciertos días o promociones de fidelidad.
Creación de gráfica para comprender mejor la relación entre las variables “Temperatura” y “Rentas Totales”
temperatura <- bd$temperatura
temperatura## [1] 9.84 9.02 9.02 9.84 9.84 9.84 9.02 8.20 9.84 13.12 15.58 14.76
## [13] 17.22 18.86 18.86 18.04 17.22 18.04 17.22 17.22 16.40 16.40 16.40 18.86
## [25] 18.86 18.04 17.22 18.86 18.86 17.22 16.40 16.40 15.58 14.76 14.76 14.76
## [37] 14.76 14.76 13.94 13.94 13.94 14.76 13.12 12.30 10.66 9.84 9.02 9.02
## [49] 8.20 6.56 6.56 5.74 5.74 5.74 6.56 7.38 8.20 9.02 9.84 10.66
## [61] 10.66 10.66 9.84 9.84 8.20 8.20 7.38 5.74 7.38 6.56 6.56 5.74
## [73] 5.74 4.92 4.92 4.92 5.74 6.56 6.56 9.02 9.02 9.84 10.66 11.48
## [85] 12.30 11.48 10.66 9.84 9.84 9.02 9.02 8.20 8.20 6.56 6.56 9.84
## [97] 9.02 8.20 7.38 8.20 9.02 9.02 10.66 10.66 11.48 12.30 12.30 12.30
## [109] 9.84 9.84 9.84 9.02 8.20 7.38 8.20 7.38 6.56 6.56 6.56 5.74
## [121] 5.74 6.56 6.56 7.38 8.20 9.02 10.66 10.66 11.48 11.48 10.66 9.02
## [133] 9.02 9.02 8.20 9.02 9.02 8.20 8.20 8.20 8.20 8.20 9.02 8.20
## [145] 8.20 8.20 8.20 9.02 8.20 8.20 8.20 8.20 8.20 8.20 8.20 8.20
## [157] 6.56 7.38 7.38 7.38 7.38 7.38 7.38 7.38 7.38 7.38 6.56 6.56
## [169] 6.56 6.56 6.56 7.38 8.20 8.20 8.20 8.20 8.20 7.38 6.56 5.74
## [181] 5.74 4.92 4.92 4.92 4.10 4.10 4.10 4.10 4.10 3.28 3.28 4.10
## [193] 3.28 4.10 4.92 5.74 6.56 7.38 8.20 9.02 9.02 8.20 7.38 6.56
## [205] 6.56 5.74 5.74 5.74 4.92 4.92 4.92 4.92 4.92 4.10 4.10 4.92
## [217] 4.92 4.92 5.74 5.74 6.56 8.20 8.20 8.20 8.20 8.20 8.20 8.20
## [229] 6.56 6.56 5.74 5.74 5.74 5.74 5.74 6.56 6.56 6.56 6.56 7.38
## [241] 7.38 8.20 8.20 8.20 8.20 8.20 6.56 6.56 6.56 6.56 6.56 6.56
## [253] 6.56 6.56 6.56 6.56 6.56 5.74 5.74 4.92 5.74 6.56 6.56 7.38
## [265] 8.20 8.20 9.02 8.20 8.20 9.02 8.20 8.20 7.38 6.56 6.56 6.56
## [277] 5.74 5.74 5.74 5.74 5.74 5.74 5.74 4.92 4.92 5.74 5.74 6.56
## [289] 8.20 8.20 9.02 9.02 9.84 9.84 8.20 8.20 6.56 6.56 5.74 5.74
## [301] 4.92 4.92 4.10 4.10 4.10 4.10 4.10 4.10 4.92 5.74 7.38 7.38
## [313] 8.20 9.02 9.02 9.84 9.02 9.02 8.20 6.56 7.38 6.56 6.56 7.38
## [325] 7.38 6.56 6.56 6.56 6.56 6.56 5.74 5.74 5.74 6.56 7.38 8.20
## [337] 9.84 11.48 12.30 13.12 13.94 13.12 12.30 13.12 13.12 13.12 12.30 12.30
## [349] 10.66 10.66 10.66 9.02 10.66 10.66 10.66 9.84 9.02 9.02 9.02 9.84
## [361] 9.84 10.66 11.48 10.66 9.84 9.02 8.20 7.38 7.38 7.38 8.20 8.20
## [373] 8.20 8.20 7.38 7.38 7.38 7.38 7.38 6.56 6.56 6.56 6.56 6.56
## [385] 7.38 7.38 7.38 8.20 8.20 8.20 7.38 7.38 6.56 6.56 5.74 6.56
## [397] 8.20 8.20 9.02 9.02 9.02 9.02 9.02 9.02 9.02 9.02 9.02 9.02
## [409] 9.02 9.02 9.02 9.02 9.02 9.02 9.84 9.84 9.84 10.66 11.48 12.30
## [421] 16.40 16.40 16.40 15.58 14.76 13.94 13.12 13.12 13.12 12.30 12.30 6.56
## [433] 6.56 6.56 6.56 5.74 5.74 6.56 6.56 6.56 6.56 7.38 8.20 8.20
## [445] 9.02 9.84 9.84 9.84 9.84 9.84 9.02 9.02 9.02 8.20 9.02 9.02
## [457] 9.02 9.02 9.02 9.02 9.02 9.02 9.02 9.84 9.02 9.84 9.84 13.94
## [469] 15.58 15.58 14.76 14.76 13.94 11.48 9.84 9.02 9.02 8.20 8.20 8.20
## [481] 7.38 7.38 6.56 6.56 5.74 5.74 6.56 7.38 7.38 8.20 8.20 9.02
## [493] 9.02 9.02 8.20 8.20 8.20 8.20 7.38 7.38 8.20 8.20 6.56 5.74
## [505] 5.74 5.74 6.56 5.74 5.74 6.56 8.20 9.02 9.84 10.66 11.48 11.48
## [517] 12.30 10.66 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84
## [529] 9.02 8.20 8.20 9.02 8.20 8.20 8.20 9.02 9.02 9.02 9.02 9.02
## [541] 9.02 9.84 11.48 11.48 12.30 10.66 10.66 10.66 10.66 10.66 10.66 10.66
## [553] 10.66 10.66 10.66 9.84 9.84 11.48 12.30 13.12 13.94 13.94 13.94 13.94
## [565] 13.94 13.94 12.30 11.48 11.48 10.66 10.66 9.84 9.84 9.02 8.20 8.20
## [577] 8.20 8.20 7.38 7.38 6.56 9.02 9.84 12.30 13.12 14.76 14.76 15.58
## [589] 14.76 13.12 13.94 13.12 13.12 13.12 11.48 12.30 11.48 11.48 10.66 11.48
## [601] 10.66 10.66 10.66 9.84 9.84 9.84 9.02 9.02 9.84 9.84 9.02 9.02
## [613] 9.02 9.02 8.20 6.56 6.56 5.74 4.92 4.92 4.10 4.10 3.28 2.46
## [625] 2.46 2.46 2.46 4.10 4.92 5.74 5.74 7.38 7.38 8.20 8.20 8.20
## [637] 8.20 7.38 5.74 5.74 5.74 6.56 6.56 5.74 5.74 5.74 5.74 4.92
## [649] 4.92 4.10 4.10 4.92 4.92 5.74 6.56 7.38 8.20 8.20 8.20 7.38
## [661] 6.56 5.74 5.74 5.74 4.92 4.92 4.10 4.10 4.10 3.28 4.10 3.28
## [673] 4.10 4.92 5.74 9.02 9.02 9.84 12.30 13.12 12.30 12.30 11.48 10.66
## [685] 9.02 8.20 8.20 7.38 6.56 5.74 5.74 4.92 4.92 4.92 4.92 4.92
## [697] 5.74 6.56 9.02 12.30 12.30 12.30 13.94 13.94 13.94 13.12 11.48 11.48
## [709] 10.66 10.66 9.84 9.02 8.20 8.20 8.20 8.20 8.20 8.20 9.02 9.02
## [721] 9.84 12.30 13.12 14.76 15.58 16.40 16.40 17.22 17.22 16.40 16.40 16.40
## [733] 16.40 16.40 16.40 15.58 15.58 14.76 13.94 13.12 13.12 13.94 13.94 15.58
## [745] 16.40 18.04 21.32 22.96 23.78 24.60 22.96 21.32 18.86 16.40 15.58 14.76
## [757] 14.76 13.94 13.12 12.30 12.30 11.48 9.02 9.02 8.20 8.20 8.20 9.02
## [769] 9.84 10.66 11.48 13.12 13.94 13.94 13.94 13.12 12.30 11.48 10.66 9.84
## [781] 9.84 9.02 9.02 8.20 8.20 8.20 8.20 8.20 8.20 9.02 9.84 10.66
## [793] 13.94 15.58 17.22 18.86 18.86 18.86 18.86 16.40 13.94 15.58 14.76 13.94
## [805] 15.58 13.94 13.94 13.94 13.94 13.12 13.12 12.30 13.12 13.12 14.76 15.58
## [817] 18.04 19.68 22.14 24.60 24.60 22.96 23.78 22.14 19.68 19.68 21.32 20.50
## [829] 18.86 18.04 18.04 18.04 18.86 18.86 18.86 18.04 17.22 17.22 17.22 18.04
## [841] 18.04 20.50 24.60 27.06 27.06 27.06 27.06 26.24 25.42 24.60 23.78 22.14
## [853] 21.32 19.68 18.86 18.04 17.22 16.40 16.40 16.40 15.58 15.58 16.40 17.22
## [865] 18.04 18.04 18.04 18.86 18.04 18.04 17.22 14.76 13.94 13.12 13.12 12.30
## [877] 11.48 12.30 10.66 9.84 9.02 9.02 8.20 8.20 8.20 8.20 9.02 9.84
## [889] 11.48 12.30 13.12 13.12 13.94 13.94 13.94 13.12 12.30 12.30 10.66 9.84
## [901] 9.84 9.02 9.02 9.02 9.02 8.20 9.02 9.02 9.02 9.84 11.48 13.12
## [913] 13.94 16.40 20.50 21.32 22.14 22.14 20.50 18.86 16.40 14.76 13.94 12.30
## [925] 10.66 9.84 9.84 8.20 8.20 6.56 5.74 5.74 4.92 5.74 6.56 7.38
## [937] 8.20 9.02 9.02 9.84 9.84 10.66 10.66 9.84 8.20 8.20 7.38 8.20
## [949] 7.38 8.20 7.38 7.38 7.38 7.38 6.56 6.56 6.56 7.38 9.02 9.84
## [961] 11.48 13.12 13.94 14.76 14.76 14.76 14.76 13.94 13.12 12.30 12.30 12.30
## [973] 12.30 11.48 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30 13.12 13.94
## [985] 16.40 18.04 18.86 19.68 18.86 19.68 19.68 19.68 18.86 18.04 18.04 17.22
## [997] 18.04 17.22 17.22 16.40 17.22 17.22 17.22 17.22 16.40 17.22 17.22 17.22
## [1009] 18.86 18.86 18.04 18.04 14.76 13.94 13.12 12.30 11.48 9.84 9.02 9.02
## [1021] 8.20 8.20 8.20 8.20 8.20 8.20 8.20 8.20 9.02 9.84 10.66 12.30
## [1033] 13.12 13.12 13.94 13.94 13.94 13.12 12.30 12.30 11.48 10.66 11.48 10.66
## [1045] 9.84 9.84 9.84 9.02 8.20 8.20 7.38 9.02 10.66 12.30 14.76 14.76
## [1057] 15.58 15.58 14.76 15.58 14.76 13.94 13.94 13.12 12.30 12.30 11.48 10.66
## [1069] 10.66 10.66 9.84 9.84 9.84 9.84 9.84 9.84 10.66 12.30 13.12 13.12
## [1081] 13.12 13.94 14.76 13.94 13.94 13.94 13.94 13.12 13.12 13.12 13.94 13.94
## [1093] 13.94 13.94 14.76 14.76 15.58 15.58 16.40 16.40 16.40 17.22 17.22 18.04
## [1105] 18.04 17.22 18.04 18.04 18.04 14.76 14.76 13.94 13.94 13.94 13.94 13.94
## [1117] 13.12 12.30 10.66 10.66 11.48 12.30 13.12 13.12 13.94 14.76 14.76 13.94
## [1129] 13.94 13.94 13.12 12.30 12.30 12.30 12.30 12.30 10.66 9.84 9.84 9.84
## [1141] 9.84 9.02 9.02 9.84 10.66 11.48 13.12 13.94 13.94 14.76 16.40 17.22
## [1153] 18.86 18.86 17.22 17.22 16.40 15.58 14.76 15.58 15.58 14.76 13.94 13.94
## [1165] 14.76 13.94 14.76 16.40 16.40 17.22 18.04 18.86 18.86 18.86 19.68 18.86
## [1177] 18.04 16.40 14.76 13.12 12.30 12.30 10.66 10.66 10.66 10.66 10.66 9.84
## [1189] 10.66 11.48 12.30 13.12 13.94 14.76 15.58 15.58 15.58 15.58 16.40 15.58
## [1201] 14.76 14.76 13.94 13.94 13.12 13.12 13.12 12.30 12.30 9.84 9.84 9.02
## [1213] 9.84 10.66 12.30 13.12 13.94 14.76 14.76 15.58 15.58 15.58 14.76 14.76
## [1225] 13.94 13.94 13.12 13.12 13.12 12.30 12.30 11.48 12.30 12.30 12.30 12.30
## [1237] 13.12 13.12 14.76 14.76 16.40 16.40 16.40 16.40 16.40 18.04 18.04 18.04
## [1249] 17.22 17.22 16.40 16.40 15.58 14.76 13.94 13.94 13.94 13.12 13.12 13.12
## [1261] 14.76 16.40 18.04 18.04 20.50 21.32 20.50 21.32 20.50 20.50 18.86 18.04
## [1273] 17.22 17.22 16.40 17.22 17.22 16.40 16.40 14.76 15.58 16.40 16.40 17.22
## [1285] 18.86 21.32 22.14 22.96 26.24 27.06 27.88 27.88 28.70 27.88 27.06 25.42
## [1297] 25.42 25.42 24.60 24.60 23.78 22.96 22.14 21.32 21.32 18.04 16.40 17.22
## [1309] 17.22 18.04 18.86 18.86 20.50 20.50 20.50 20.50 19.68 18.86 18.04 17.22
## [1321] 16.40 16.40 15.58 10.66 10.66 10.66 9.84 9.84 9.84 9.84 9.84 10.66
## [1333] 13.12 13.12 13.12 13.94 14.76 14.76 13.94 13.94 13.94 13.94 13.94 13.12
## [1345] 13.12 12.30 12.30 12.30 10.66 9.84 9.84 9.84 9.84 10.66 10.66 12.30
## [1357] 13.94 14.76 16.40 13.12 13.94 13.12 13.94 15.58 15.58 15.58 14.76 13.94
## [1369] 13.12 13.12 13.12 12.30 12.30 10.66 12.30 11.48 11.48 11.48 13.12 13.94
## [1381] 14.76 16.40 17.22 18.04 18.04 18.86 18.86 18.86 18.86 18.86 17.22 17.22
## [1393] 17.22 16.40 16.40 16.40 16.40 15.58 15.58 15.58 16.40 17.22 18.04 18.86
## [1405] 20.50 22.14 24.60 26.24 27.88 30.34 31.16 31.16 30.34 29.52 28.70 28.70
## [1417] 28.70 27.88 26.24 25.42 25.42 22.14 22.14 20.50 18.86 19.68 19.68 15.58
## [1429] 14.76 13.94 13.12 13.94 14.76 14.76 16.40 15.58 17.22 15.58 14.76 13.94
## [1441] 13.94 13.12 12.30 12.30 10.66 9.84 10.66 9.84 9.84 9.84 10.66 13.12
## [1453] 14.76 16.40 17.22 18.04 18.86 20.50 21.32 22.14 21.32 21.32 20.50 18.86
## [1465] 18.86 18.86 18.86 18.86 17.22 17.22 14.76 13.94 13.94 13.12 13.94 14.76
## [1477] 16.40 17.22 18.86 18.86 21.32 22.96 24.60 24.60 21.32 19.68 18.86 18.04
## [1489] 18.04 16.40 15.58 14.76 13.94 13.94 13.94 13.94 13.12 13.94 13.94 13.94
## [1501] 14.76 14.76 16.40 15.58 14.76 13.94 13.94 13.12 13.12 13.12 12.30 12.30
## [1513] 12.30 12.30 12.30 12.30 12.30 13.12 12.30 12.30 12.30 12.30 12.30 13.12
## [1525] 13.94 13.94 14.76 14.76 14.76 14.76 14.76 15.58 15.58 15.58 15.58 15.58
## [1537] 14.76 14.76 15.58 15.58 15.58 15.58 15.58 14.76 14.76 14.76 14.76 15.58
## [1549] 15.58 16.40 16.40 17.22 18.86 20.50 20.50 21.32 21.32 20.50 20.50 18.86
## [1561] 18.04 18.04 18.86 19.68 18.86 18.86 18.86 18.86 18.86 20.50 21.32 22.96
## [1573] 22.96 24.60 24.60 26.24 29.52 30.34 30.34 30.34 29.52 29.52 27.88 27.06
## [1585] 26.24 23.78 25.42 25.42 24.60 23.78 22.96 22.14 22.14 22.14 19.68 18.86
## [1597] 20.50 21.32 22.96 22.14 20.50 19.68 19.68 18.04 18.04 17.22 17.22 17.22
## [1609] 16.40 16.40 16.40 16.40 16.40 16.40 16.40 15.58 15.58 14.76 15.58 15.58
## [1621] 16.40 17.22 17.22 18.04 17.22 18.04 18.86 18.86 18.04 18.04 18.04 17.22
## [1633] 17.22 16.40 15.58 15.58 14.76 13.94 13.94 13.94 13.94 15.58 17.22 18.86
## [1645] 20.50 21.32 22.14 22.96 22.96 24.60 24.60 24.60 22.96 22.14 20.50 18.86
## [1657] 19.68 18.86 18.04 18.04 16.40 16.40 15.58 14.76 14.76 16.40 18.04 20.50
## [1669] 20.50 21.32 21.32 22.14 22.14 22.14 21.32 20.50 18.86 17.22 16.40 16.40
## [1681] 15.58 14.76 14.76 14.76 14.76 14.76 14.76 15.58 16.40 16.40 16.40 16.40
## [1693] 17.22 17.22 18.86 18.86 21.32 21.32 20.50 20.50 20.50 21.32 18.04 18.04
## [1705] 17.22 18.04 18.04 17.22 16.40 16.40 14.76 14.76 14.76 14.76 15.58 16.40
## [1717] 17.22 18.86 18.86 20.50 21.32 22.14 22.14 22.96 22.96 22.96 21.32 20.50
## [1729] 20.50 18.04 18.86 18.86 17.22 17.22 16.40 16.40 16.40 18.86 18.86 20.50
## [1741] 21.32 22.14 22.96 22.96 23.78 24.60 24.60 23.78 26.24 22.96 24.60 22.96
## [1753] 21.32 20.50 20.50 18.86 18.86 19.68 18.86 18.86 19.68 21.32 20.50 21.32
## [1765] 20.50 22.14 22.14 22.14 22.14 22.14 22.96 22.96 22.14 20.50 20.50 20.50
## [1777] 19.68 18.86 17.22 17.22 17.22 16.40 16.40 16.40 16.40 17.22 18.04 18.86
## [1789] 19.68 18.86 19.68 20.50 20.50 20.50 20.50 19.68 18.86 18.86 18.86 18.86
## [1801] 18.86 18.86 18.86 18.86 18.04 18.04 18.04 18.04 18.04 18.86 19.68 20.50
## [1813] 22.14 23.78 25.42 25.42 26.24 27.06 27.06 27.06 26.24 25.42 25.42 24.60
## [1825] 24.60 22.96 22.96 22.96 22.96 22.14 21.32 21.32 21.32 22.14 22.96 24.60
## [1837] 26.24 27.06 27.88 28.70 28.70 28.70 29.52 28.70 28.70 27.88 27.06 26.24
## [1849] 23.78 22.96 21.32 20.50 20.50 17.22 15.58 14.76 13.94 13.94 13.94 13.94
## [1861] 13.94 16.40 18.04 18.86 20.50 19.68 20.50 16.40 17.22 17.22 16.40 16.40
## [1873] 15.58 14.76 14.76 13.94 13.94 13.94 13.94 13.94 13.94 15.58 17.22 18.86
## [1885] 20.50 21.32 21.32 22.14 22.14 22.96 23.78 22.96 22.96 22.14 20.50 20.50
## [1897] 19.68 18.86 18.04 16.40 15.58 14.76 14.76 13.94 14.76 16.40 17.22 18.86
## [1909] 22.14 22.14 22.96 23.78 24.60 24.60 24.60 23.78 22.14 22.14 21.32 19.68
## [1921] 18.86 18.04 17.22 17.22 17.22 17.22 16.40 18.86 17.22 19.68 21.32 22.14
## [1933] 22.96 22.96 24.60 24.60 24.60 24.60 24.60 23.78 23.78 22.96 22.96 22.14
## [1945] 22.14 20.50 20.50 21.32 19.68 18.86 17.22 18.04 18.04 18.86 21.32 22.96
## [1957] 23.78 23.78 24.60 24.60 24.60 24.60 24.60 23.78 23.78 22.96 21.32 21.32
## [1969] 20.50 18.86 18.86 18.04 18.04 18.86 17.22 17.22 18.04 19.68 21.32 22.14
## [1981] 22.96 24.60 24.60 25.42 25.42 25.42 26.24 25.42 25.42 23.78 22.14 21.32
## [1993] 21.32 20.50 19.68 18.86 18.04 18.04 17.22 16.40 17.22 18.04 20.50 21.32
## [2005] 22.96 22.96 24.60 25.42 25.42 26.24 27.06 26.24 26.24 24.60 22.14 22.14
## [2017] 21.32 21.32 21.32 20.50 21.32 20.50 19.68 18.86 18.86 19.68 19.68 21.32
## [2029] 22.14 22.96 24.60 25.42 25.42 26.24 27.06 26.24 25.42 22.96 22.14 22.14
## [2041] 20.50 18.86 18.86 18.86 18.04 18.04 17.22 17.22 18.04 18.86 19.68 20.50
## [2053] 22.14 23.78 23.78 25.42 25.42 26.24 26.24 26.24 25.42 24.60 24.60 22.96
## [2065] 22.14 22.14 21.32 21.32 20.50 20.50 20.50 20.50 20.50 20.50 20.50 20.50
## [2077] 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32
## [2089] 21.32 20.50 20.50 20.50 20.50 20.50 20.50 20.50 20.50 19.68 20.50 21.32
## [2101] 21.32 21.32 21.32 21.32 22.14 22.14 22.14 22.96 22.96 22.14 22.14 22.14
## [2113] 22.14 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 21.32 22.14 23.78
## [2125] 23.78 24.60 25.42 25.42 26.24 27.06 26.24 22.96 22.96 22.96 22.14 22.14
## [2137] 22.96 22.14 21.32 21.32 20.50 20.50 20.50 20.50 21.32 21.32 22.96 24.60
## [2149] 25.42 26.24 27.06 27.88 27.88 29.52 24.60 23.78 23.78 23.78 23.78 23.78
## [2161] 22.96 22.96 22.96 22.96 22.96 22.14 22.14 21.32 21.32 21.32 21.32 22.14
## [2173] 22.14 22.96 22.96 22.96 25.42 25.42 25.42 25.42 24.60 24.60 23.78 22.14
## [2185] 22.14 22.14 22.14 22.14 21.32 21.32 21.32 21.32 21.32 22.14 22.96 22.96
## [2197] 22.14 22.14 22.96 22.96 23.78 24.60 24.60 24.60 24.60 22.96 22.96 21.32
## [2209] 21.32 21.32 21.32 20.50 20.50 19.68 19.68 19.68 20.50 20.50 21.32 22.14
## [2221] 22.14 22.14 23.78 23.78 22.14 22.96 23.78 22.96 24.60 23.78 22.14 22.14
## [2233] 20.50 19.68 28.70 28.70 28.70 27.88 27.88 27.06 27.88 28.70 29.52 30.34
## [2245] 31.16 33.62 35.26 36.90 36.90 36.90 35.26 35.26 33.62 30.34 30.34 30.34
## [2257] 30.34 30.34 30.34 29.52 28.70 27.06 27.06 27.06 27.06 28.70 28.70 29.52
## [2269] 29.52 30.34 31.16 32.80 31.98 32.80 32.80 31.16 30.34 29.52 28.70 27.06
## [2281] 26.24 25.42 25.42 24.60 22.96 22.14 21.32 21.32 22.14 22.14 22.96 23.78
## [2293] 25.42 26.24 27.06 27.88 28.70 28.70 29.52 29.52 28.70 27.88 26.24 26.24
## [2305] 25.42 23.78 22.96 22.14 22.14 21.32 21.32 20.50 22.14 22.96 24.60 25.42
## [2317] 26.24 27.06 28.70 30.34 30.34 30.34 29.52 29.52 30.34 28.70 28.70 27.06
## [2329] 26.24 26.24 26.24 26.24 26.24 25.42 25.42 25.42 25.42 24.60 24.60 24.60
## [2341] 25.42 26.24 26.24 27.06 28.70 28.70 29.52 30.34 28.70 27.88 27.06 26.24
## [2353] 26.24 25.42 25.42 24.60 23.78 23.78 22.96 22.96 23.78 25.42 26.24 28.70
## [2365] 29.52 30.34 31.16 31.98 31.98 32.80 31.16 31.98 31.16 29.52 27.88 27.06
## [2377] 27.06 26.24 26.24 25.42 24.60 24.60 23.78 23.78 24.60 26.24 27.88 29.52
## [2389] 31.16 31.16 32.80 32.80 32.80 33.62 32.80 32.80 31.98 31.16 30.34 29.52
## [2401] 28.70 27.88 27.06 27.06 26.24 26.24 25.42 25.42 26.24 27.06 31.16 31.16
## [2413] 33.62 34.44 36.08 36.90 37.72 37.72 37.72 37.72 36.90 33.62 32.80 32.80
## [2425] 31.16 31.16 30.34 30.34 29.52 29.52 29.52 28.70 29.52 29.52 31.16 34.44
## [2437] 35.26 36.90 37.72 36.90 37.72 38.54 37.72 36.90 36.08 34.44 32.80 31.16
## [2449] 30.34 30.34 28.70 28.70 27.88 27.88 27.06 27.06 27.06 29.52 30.34 31.16
## [2461] 31.98 33.62 34.44 34.44 35.26 34.44 33.62 33.62 32.80 31.98 31.16 31.16
## [2473] 29.52 29.52 28.70 28.70 28.70 27.88 27.88 27.88 28.70 29.52 30.34 30.34
## [2485] 30.34 31.16 32.80 32.80 33.62 33.62 32.80 30.34 29.52 28.70 27.88 27.06
## [2497] 27.06 27.06 27.06 26.24 26.24 26.24 25.42 25.42 25.42 26.24 28.70 29.52
## [2509] 31.16 31.98 33.62 31.98 33.62 32.80 27.88 27.88 28.70 28.70 27.06 27.06
## [2521] 26.24 26.24 26.24 26.24 25.42 24.60 22.96 22.14 22.14 22.96 23.78 25.42
## [2533] 26.24 27.06 27.06 28.70 28.70 28.70 28.70 28.70 28.70 27.06 26.24 26.24
## [2545] 25.42 25.42 24.60 24.60 24.60 23.78 22.14 22.14 22.14 22.96 23.78 25.42
## [2557] 25.42 26.24 26.24 26.24 26.24 26.24 27.88 26.24 25.42 26.24 24.60 24.60
## [2569] 23.78 22.96 22.96 22.14 21.32 20.50 20.50 19.68 20.50 22.14 23.78 24.60
## [2581] 26.24 27.88 28.70 30.34 30.34 31.16 31.16 30.34 29.52 28.70 27.06 26.24
## [2593] 25.42 25.42 24.60 23.78 24.60 22.96 22.96 24.60 23.78 22.96 24.60 25.42
## [2605] 27.06 27.88 29.52 29.52 29.52 28.70 27.06 26.24 26.24 25.42 25.42 25.42
## [2617] 25.42 24.60 22.96 22.96 22.96 22.96 22.14 22.14 22.96 24.60 24.60 28.70
## [2629] 28.70 27.88 28.70 30.34 31.16 31.98 31.16 31.16 31.16 26.24 26.24 26.24
## [2641] 25.42 25.42 25.42 25.42 24.60 24.60 24.60 25.42 25.42 26.24 27.06 28.70
## [2653] 29.52 29.52 30.34 31.16 32.80 33.62 31.16 31.16 30.34 30.34 29.52 29.52
## [2665] 29.52 29.52 28.70 28.70 27.88 27.06 27.06 27.06 27.06 27.06 27.88 27.88
## [2677] 28.70 29.52 30.34 30.34 30.34 30.34 31.16 30.34 30.34 29.52 28.70 27.88
## [2689] 27.06 27.06 27.06 27.06 25.42 26.24 25.42 24.60 25.42 27.06 28.70 30.34
## [2701] 31.16 32.80 32.80 32.80 33.62 33.62 33.62 33.62 32.80 31.98 29.52 28.70
## [2713] 28.70 27.88 27.88 27.06 26.24 26.24 25.42 23.78 25.42 26.24 27.88 30.34
## [2725] 32.80 32.80 33.62 33.62 34.44 35.26 36.08 34.44 33.62 32.80 31.16 30.34
## [2737] 29.52 29.52 28.70 28.70 28.70 27.88 27.88 25.42 25.42 26.24 27.88 28.70
## [2749] 30.34 31.16 32.80 32.80 33.62 34.44 34.44 32.80 32.80 27.06 27.06 27.06
## [2761] 27.06 26.24 26.24 26.24 26.24 26.24 27.06 26.24 26.24 27.06 28.70 29.52
## [2773] 31.16 31.16 31.98 31.98 32.80 33.62 33.62 32.80 32.80 31.98 31.16 30.34
## [2785] 30.34 29.52 28.70 28.70 27.06 27.06 27.06 27.06 27.06 28.70 29.52 30.34
## [2797] 31.16 31.98 32.80 33.62 32.80 33.62 33.62 33.62 32.80 32.80 31.16 31.98
## [2809] 31.16 30.34 29.52 28.70 28.70 28.70 27.88 27.88 28.70 29.52 29.52 28.70
## [2821] 28.70 29.52 30.34 30.34 31.16 31.16 31.16 31.98 31.16 30.34 29.52 28.70
## [2833] 28.70 27.88 27.06 27.06 27.06 26.24 26.24 26.24 26.24 27.06 28.70 30.34
## [2845] 31.98 33.62 34.44 35.26 35.26 35.26 35.26 35.26 34.44 33.62 31.16 30.34
## [2857] 30.34 29.52 30.34 29.52 28.70 27.88 28.70 27.88 28.70 28.70 29.52 31.16
## [2869] 30.34 30.34 31.16 31.98 32.80 32.80 27.88 27.06 27.06 27.06 27.06 27.06
## [2881] 27.06 27.06 27.06 26.24 26.24 26.24 26.24 25.42 26.24 27.06 28.70 30.34
## [2893] 31.16 31.98 32.80 33.62 34.44 34.44 33.62 34.44 33.62 31.16 31.16 30.34
## [2905] 29.52 29.52 28.70 28.70 27.88 27.06 27.06 27.06 26.24 28.70 29.52 30.34
## [2917] 31.16 31.98 33.62 32.80 33.62 34.44 34.44 34.44 33.62 32.80 31.16 30.34
## [2929] 30.34 29.52 28.70 28.70 28.70 27.88 27.06 27.06 27.88 28.70 30.34 31.98
## [2941] 32.80 33.62 34.44 35.26 35.26 35.26 35.26 35.26 35.26 34.44 29.52 28.70
## [2953] 29.52 28.70 28.70 28.70 28.70 28.70 28.70 28.70 30.34 31.16 31.16 31.98
## [2965] 33.62 33.62 35.26 35.26 36.90 36.90 35.26 36.08 35.26 34.44 33.62 33.62
## [2977] 32.80 31.98 31.16 31.16 31.16 30.34 30.34 30.34 30.34 31.16 32.80 33.62
## [2989] 33.62 34.44 34.44 33.62 33.62 26.24 27.06 28.70 29.52 28.70 28.70 28.70
## [3001] 27.88 27.06 27.06 27.06 26.24 25.42 25.42 24.60 24.60 25.42 26.24 27.88
## [3013] 28.70 29.52 30.34 31.16 30.34 31.16 31.16 30.34 29.52 29.52 28.70 27.06
## [3025] 26.24 26.24 25.42 25.42 24.60 24.60 24.60 24.60 24.60 26.24 26.24 27.88
## [3037] 27.06 28.70 28.70 28.70 28.70 29.52 29.52 30.34 29.52 28.70 28.70 27.06
## [3049] 27.06 26.24 25.42 24.60 24.60 24.60 24.60 23.78 24.60 25.42 27.06 28.70
## [3061] 29.52 30.34 31.16 31.16 30.34 31.16 31.16 31.16 31.16 30.34 29.52 28.70
## [3073] 28.70 27.88 27.06 26.24 26.24 26.24 25.42 26.24 25.42 26.24 27.88 29.52
## [3085] 30.34 31.16 31.16 32.80 32.80 33.62 32.80 32.80 32.80 31.16 31.16 30.34
## [3097] 29.52 28.70 28.70 28.70 27.06 27.06 26.24 26.24 26.24 27.88 28.70 30.34
## [3109] 31.16 32.80 32.80 33.62 33.62 34.44 34.44 34.44 33.62 32.80 31.98 30.34
## [3121] 31.16 30.34 30.34 30.34 29.52 29.52 29.52 28.70 29.52 30.34 31.16 32.80
## [3133] 33.62 33.62 34.44 35.26 35.26 36.08 36.90 32.80 32.80 31.16 30.34 30.34
## [3145] 30.34 29.52 29.52 29.52 28.70 28.70 27.06 27.06 27.06 30.34 32.80 33.62
## [3157] 35.26 36.08 36.90 36.90 37.72 36.90 36.90 31.16 31.98 30.34 29.52 28.70
## [3169] 28.70 27.88 27.06 27.06 27.88 27.06 27.06 27.06 27.88 29.52 30.34 31.98
## [3181] 33.62 34.44 35.26 35.26 36.90 36.90 36.90 36.90 35.26 35.26 33.62 32.80
## [3193] 31.98 32.80 32.80 31.98 31.98 31.16 31.16 31.16 29.52 30.34 30.34 30.34
## [3205] 30.34 30.34 31.16 31.16 31.16 28.70 27.88 28.70 28.70 28.70 28.70 27.88
## [3217] 27.88 27.88 27.88 27.06 27.06 27.06 27.88 27.88 27.88 27.88 28.70 29.52
## [3229] 29.52 30.34 31.16 31.16 32.80 32.80 31.16 31.16 28.70 28.70 28.70 28.70
## [3241] 27.88 27.06 27.06 26.24 27.06 26.24 26.24 26.24 26.24 27.06 28.70 29.52
## [3253] 30.34 31.16 31.16 31.98 31.98 31.16 32.80 31.98 31.16 30.34 29.52 28.70
## [3265] 28.70 27.88 27.06 27.06 27.06 27.06 27.06 26.24 26.24 27.88 27.88 30.34
## [3277] 30.34 31.98 32.80 32.80 33.62 34.44 30.34 30.34 29.52 29.52 29.52 28.70
## [3289] 28.70 28.70 28.70 28.70 28.70 28.70 28.70 28.70 28.70 28.70 29.52 31.16
## [3301] 32.80 33.62 36.90 36.90 35.26 29.52 29.52 30.34 29.52 29.52 29.52 29.52
## [3313] 28.70 28.70 28.70 27.88 27.06 27.06 27.06 28.70 28.70 29.52 30.34 31.16
## [3325] 32.80 33.62 33.62 34.44 33.62 34.44 35.26 35.26 34.44 33.62 32.80 31.16
## [3337] 31.16 30.34 29.52 29.52 29.52 29.52 28.70 28.70 29.52 29.52 30.34 31.98
## [3349] 32.80 32.80 33.62 34.44 35.26 35.26 35.26 32.80 32.80 32.80 32.80 31.98
## [3361] 31.98 31.16 30.34 29.52 29.52 28.70 28.70 27.88 27.88 28.70 30.34 31.16
## [3373] 32.80 32.80 33.62 33.62 34.44 35.26 35.26 34.44 33.62 32.80 31.16 31.16
## [3385] 30.34 30.34 28.70 28.70 27.06 26.24 26.24 26.24 25.42 27.06 28.70 29.52
## [3397] 30.34 31.16 31.98 31.16 32.80 32.80 32.80 32.80 31.98 30.34 29.52 28.70
## [3409] 28.70 27.06 26.24 26.24 25.42 25.42 25.42 24.60 25.42 26.24 27.88 29.52
## [3421] 30.34 31.16 32.80 31.98 32.80 32.80 33.62 33.62 31.16 30.34 29.52 28.70
## [3433] 27.88 27.88 27.88 27.88 27.88 27.06 26.24 26.24 26.24 27.06 28.70 28.70
## [3445] 29.52 30.34 27.06 30.34 30.34 27.88 28.70 29.52 28.70 27.88 27.88 27.88
## [3457] 27.88 27.06 27.06 26.24 26.24 26.24 26.24 26.24 26.24 27.06 27.06 27.06
## [3469] 28.70 28.70 28.70 29.52 30.34 30.34 30.34 31.16 30.34 29.52 28.70 24.60
## [3481] 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60 26.24 26.24
## [3493] 27.88 29.52 30.34 31.98 30.34 30.34 30.34 30.34 28.70 28.70 27.06 27.06
## [3505] 27.06 26.24 26.24 26.24 25.42 25.42 26.24 25.42 25.42 26.24 28.70 27.88
## [3517] 28.70 30.34 31.16 31.16 31.16 32.80 32.80 31.16 31.16 30.34 30.34 29.52
## [3529] 28.70 27.06 27.06 26.24 27.06 26.24 26.24 26.24 25.42 27.06 28.70 30.34
## [3541] 31.16 31.98 32.80 32.80 33.62 32.80 33.62 32.80 31.16 31.16 30.34 29.52
## [3553] 28.70 28.70 27.88 27.06 27.06 27.06 26.24 26.24 26.24 26.24 27.06 29.52
## [3565] 30.34 31.16 32.80 32.80 33.62 32.80 32.80 32.80 31.16 27.06 27.06 27.88
## [3577] 28.70 28.70 27.88 26.24 26.24 26.24 26.24 26.24 26.24 27.06 27.06 28.70
## [3589] 29.52 29.52 30.34 31.16 31.98 32.80 32.80 31.16 31.16 25.42 25.42 25.42
## [3601] 24.60 24.60 24.60 24.60 23.78 23.78 22.96 22.96 24.60 24.60 25.42 26.24
## [3613] 27.88 29.52 29.52 29.52 29.52 29.52 30.34 29.52 29.52 28.70 27.06 27.06
## [3625] 27.06 26.24 26.24 25.42 25.42 24.60 24.60 24.60 24.60 24.60 25.42 25.42
## [3637] 26.24 27.06 27.06 27.88 28.70 28.70 28.70 27.88 27.88 27.06 26.24 26.24
## [3649] 26.24 26.24 26.24 26.24 26.24 25.42 25.42 25.42 25.42 25.42 26.24 27.06
## [3661] 27.06 27.06 28.70 28.70 29.52 29.52 29.52 29.52 29.52 28.70 28.70 27.88
## [3673] 27.88 27.06 27.06 27.06 27.06 26.24 26.24 26.24 26.24 27.06 27.06 27.06
## [3685] 28.70 30.34 31.16 31.98 31.98 31.98 32.80 31.16 31.16 30.34 30.34 29.52
## [3697] 29.52 29.52 28.70 27.88 27.88 27.88 27.88 27.06 27.06 27.06 27.06 27.88
## [3709] 28.70 28.70 29.52 30.34 30.34 27.88 27.88 27.06 27.06 27.06 27.06 27.06
## [3721] 24.60 22.96 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14
## [3733] 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14
## [3745] 22.14 22.14 22.14 22.14 22.96 22.96 22.96 24.60 24.60 25.42 24.60 24.60
## [3757] 24.60 22.96 24.60 24.60 25.42 26.24 26.24 26.24 26.24 26.24 26.24 25.42
## [3769] 25.42 24.60 25.42 25.42 25.42 25.42 25.42 25.42 25.42 25.42 26.24 26.24
## [3781] 27.06 27.88 28.70 27.06 26.24 26.24 26.24 25.42 25.42 26.24 25.42 25.42
## [3793] 26.24 25.42 25.42 25.42 25.42 25.42 25.42 25.42 25.42 25.42 25.42 25.42
## [3805] 26.24 28.70 29.52 30.34 30.34 28.70 28.70 27.06 26.24 27.06 25.42 25.42
## [3817] 25.42 25.42 24.60 23.78 23.78 23.78 23.78 24.60 25.42 26.24 28.70 29.52
## [3829] 29.52 30.34 30.34 30.34 30.34 30.34 29.52 28.70 27.06 26.24 26.24 25.42
## [3841] 25.42 25.42 25.42 25.42 24.60 24.60 23.78 24.60 26.24 27.06 28.70 28.70
## [3853] 28.70 30.34 29.52 30.34 29.52 29.52 27.88 26.24 25.42 26.24 25.42 23.78
## [3865] 22.96 22.96 22.96 22.14 22.96 22.96 23.78 24.60 26.24 27.88 28.70 29.52
## [3877] 29.52 30.34 30.34 29.52 29.52 28.70 27.88 27.06 26.24 25.42 25.42 24.60
## [3889] 23.78 24.60 23.78 22.96 22.96 22.96 23.78 24.60 26.24 27.88 28.70 29.52
## [3901] 30.34 30.34 30.34 30.34 30.34 28.70 27.88 27.06 26.24 26.24 26.24 25.42
## [3913] 25.42 24.60 24.60 24.60 23.78 23.78 24.60 25.42 26.24 28.70 29.52 30.34
## [3925] 31.16 31.98 31.98 31.16 31.16 29.52 28.70 29.52 27.06 27.06 26.24 26.24
## [3937] 26.24 25.42 25.42 24.60 24.60 24.60 25.42 26.24 26.24 27.06 27.88 27.06
## [3949] 26.24 26.24 24.60 22.14 19.68 19.68 18.86 18.86 18.86 18.04 18.04 17.22
## [3961] 17.22 16.40 16.40 16.40 15.58 15.58 16.40 17.22 18.86 20.50 20.50 21.32
## [3973] 22.14 22.14 22.14 21.32 21.32 21.32 20.50 20.50 20.50 19.68 20.50 18.86
## [3985] 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86 19.68 20.50 21.32 21.32
## [3997] 21.32 21.32 21.32 22.14 21.32 21.32 21.32 21.32 20.50 20.50 18.86 18.86
## [4009] 18.86 18.04 18.04 18.04 18.04 18.04 18.86 18.86 19.68 20.50 21.32 22.14
## [4021] 22.96 23.78 23.78 22.96 22.96 22.96 22.14 22.14 22.14 22.14 22.14 21.32
## [4033] 21.32 21.32 20.50 20.50 20.50 20.50 20.50 21.32 22.14 22.96 23.78 23.78
## [4045] 24.60 24.60 24.60 24.60 23.78 22.96 22.96 22.96 22.96 22.96 22.96 20.50
## [4057] 19.68 18.86 18.86 18.04 18.04 17.22 17.22 16.40 16.40 16.40 15.58 16.40
## [4069] 16.40 17.22 17.22 16.40 16.40 15.58 15.58 14.76 14.76 14.76 14.76 14.76
## [4081] 13.94 13.94 13.94 13.94 13.12 13.12 13.94 13.94 14.76 14.76 15.58 16.40
## [4093] 16.40 14.76 14.76 14.76 14.76 14.76 15.58 14.76 14.76 14.76 14.76 13.94
## [4105] 14.76 14.76 14.76 13.94 14.76 14.76 14.76 14.76 16.40 16.40 16.40 16.40
## [4117] 17.22 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40
## [4129] 16.40 16.40 16.40 16.40 16.40 16.40 17.22 18.04 18.86 19.68 22.14 22.96
## [4141] 22.96 23.78 23.78 23.78 22.96 22.14 21.32 21.32 20.50 20.50 19.68 19.68
## [4153] 19.68 18.86 18.86 18.04 18.04 18.04 18.86 21.32 22.14 22.96 24.60 25.42
## [4165] 26.24 26.24 26.24 26.24 26.24 24.60 23.78 21.32 20.50 21.32 20.50 20.50
## [4177] 19.68 18.86 18.04 18.04 17.22 16.40 17.22 18.04 18.86 21.32 22.14 22.96
## [4189] 22.96 23.78 23.78 23.78 22.96 22.14 21.32 20.50 18.86 18.86 18.04 18.04
## [4201] 18.04 17.22 16.40 16.40 17.22 17.22 17.22 18.86 19.68 21.32 22.96 24.60
## [4213] 24.60 25.42 27.06 26.24 24.60 22.96 22.96 22.14 20.50 20.50 20.50 19.68
## [4225] 18.86 18.86 18.04 17.22 17.22 17.22 17.22 18.86 20.50 21.32 23.78 25.42
## [4237] 25.42 25.42 27.06 26.24 25.42 24.60 22.14 21.32 21.32 20.50 19.68 18.86
## [4249] 18.86 18.86 18.04 18.04 18.04 18.04 18.04 18.86 20.50 22.96 25.42 26.24
## [4261] 27.06 27.88 27.88 27.06 25.42 26.24 22.96 22.96 22.14 21.32 20.50 20.50
## [4273] 19.68 19.68 18.86 18.86 18.86 18.04 18.86 21.32 22.14 22.96 25.42 28.70
## [4285] 29.52 30.34 29.52 28.70 27.06 26.24 23.78 24.60 22.96 22.96 22.14 22.14
## [4297] 21.32 21.32 21.32 21.32 21.32 21.32 21.32 22.96 24.60 24.60 24.60 24.60
## [4309] 24.60 24.60 24.60 24.60 24.60 24.60 23.78 23.78 23.78 22.96 22.96 22.96
## [4321] 22.96 22.96 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14
## [4333] 22.14 22.14 22.14 22.96 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14
## [4345] 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.14 22.96 22.96 25.42 25.42
## [4357] 26.24 27.06 27.06 27.06 25.42 25.42 25.42 25.42 25.42 25.42 23.78 23.78
## [4369] 23.78 22.96 22.96 22.96 22.96 22.96 22.96 22.96 22.96 22.14 21.32 21.32
## [4381] 22.96 25.42 25.42 24.60 23.78 22.14 22.14 21.32 20.50 18.86 18.86 18.86
## [4393] 18.86 18.86 18.04 17.22 17.22 16.40 16.40 18.86 21.32 22.14 22.96 23.78
## [4405] 24.60 24.60 25.42 25.42 23.78 22.14 20.50 20.50 20.50 20.50 19.68 18.86
## [4417] 18.04 17.22 17.22 17.22 17.22 15.58 16.40 18.04 20.50 22.14 22.96 23.78
## [4429] 24.60 24.60 25.42 24.60 23.78 22.96 22.14 22.14 22.14 22.96 22.96 22.14
## [4441] 22.96 22.96 22.96 21.32 20.50 20.50 20.50 20.50 20.50 21.32 22.96 22.96
## [4453] 22.96 23.78 22.96 23.78 22.96 22.96 22.14 21.32 20.50 20.50 19.68 19.68
## [4465] 18.86 18.04 18.04 18.04 18.86 18.86 18.86 20.50 21.32 22.96 24.60 25.42
## [4477] 26.24 25.42 25.42 25.42 24.60 22.96 22.96 22.14 22.14 21.32 21.32 21.32
## [4489] 21.32 21.32 20.50 20.50 21.32 21.32 22.14 21.32 21.32 21.32 21.32 22.14
## [4501] 22.14 22.14 22.96 22.96 22.96 24.60 24.60 23.78 23.78 23.78 14.76 14.76
## [4513] 14.76 14.76 13.94 13.12 13.12 13.94 14.76 16.40 18.04 18.86 20.50 19.68
## [4525] 20.50 20.50 19.68 18.04 17.22 17.22 16.40 14.76 14.76 13.94 13.12 12.30
## [4537] 12.30 12.30 12.30 12.30 12.30 12.30 13.12 13.94 16.40 17.22 18.86 19.68
## [4549] 20.50 19.68 19.68 18.04 17.22 16.40 16.40 15.58 14.76 14.76 14.76 13.94
## [4561] 13.94 13.94 13.12 13.12 13.94 13.12 13.94 14.76 16.40 18.04 20.50 21.32
## [4573] 21.32 21.32 21.32 19.68 18.86 18.04 17.22 16.40 16.40 16.40 16.40 16.40
## [4585] 16.40 15.58 15.58 15.58 15.58 16.40 16.40 17.22 17.22 18.04 19.68 18.04
## [4597] 18.04 18.86 18.86 17.22 17.22 16.40 14.76 13.94 13.94 13.12 13.12 13.12
## [4609] 12.30 12.30 11.48 10.66 10.66 10.66 11.48 12.30 13.12 14.76 14.76 16.40
## [4621] 17.22 16.40 16.40 15.58 14.76 13.94 13.12 13.12 12.30 11.48 11.48 10.66
## [4633] 10.66 9.84 9.84 9.84 10.66 10.66 11.48 12.30 14.76 17.22 18.04 18.86
## [4645] 18.86 19.68 18.86 18.04 17.22 15.58 14.76 14.76 14.76 13.94 13.94 13.94
## [4657] 13.12 13.12 13.12 12.30 11.48 11.48 12.30 13.94 14.76 17.22 18.86 22.14
## [4669] 22.96 22.96 21.32 20.50 18.86 18.86 16.40 15.58 14.76 14.76 13.94 13.12
## [4681] 13.12 13.12 12.30 12.30 12.30 12.30 13.12 14.76 17.22 18.86 21.32 22.14
## [4693] 22.96 23.78 22.96 21.32 19.68 18.86 16.40 16.40 14.76 14.76 14.76 13.94
## [4705] 13.12 13.12 13.12 12.30 12.30 12.30 13.12 13.94 16.40 18.86 20.50 20.50
## [4717] 21.32 21.32 21.32 18.86 18.04 18.04 18.04 16.40 16.40 15.58 16.40 16.40
## [4729] 15.58 15.58 15.58 14.76 14.76 15.58 16.40 17.22 18.04 18.86 17.22 14.76
## [4741] 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 13.94 13.94 13.12
## [4753] 13.12 12.30 12.30 12.30 11.48 11.48 12.30 13.12 13.12 13.94 13.94 15.58
## [4765] 15.58 14.76 14.76 13.94 13.94 13.12 13.12 12.30 13.12 12.30 9.84 9.84
## [4777] 9.84 9.84 8.20 9.02 9.02 9.02 10.66 12.30 13.94 15.58 18.04 19.68
## [4789] 20.50 21.32 21.32 20.50 17.22 17.22 17.22 17.22 17.22 16.40 16.40 14.76
## [4801] 14.76 14.76 14.76 13.94 13.94 13.94 13.94 16.40 18.04 18.86 21.32 21.32
## [4813] 22.14 20.50 22.14 21.32 21.32 20.50 20.50 19.68 19.68 18.86 18.86 18.86
## [4825] 18.86 18.04 18.04 18.04 18.04 18.04 18.86 19.68 20.50 22.14 22.96 24.60
## [4837] 25.42 26.24 25.42 25.42 22.96 24.60 24.60 24.60 23.78 22.96 22.96 22.96
## [4849] 22.96 22.14 22.96 22.14 22.96 22.14 22.14 22.96 22.96 22.96 22.14 22.14
## [4861] 22.14 22.14 21.32 20.50 20.50 20.50 19.68 20.50 18.86 18.86 18.86 18.86
## [4873] 18.86 18.86 18.04 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86
## [4885] 18.86 19.68 19.68 19.68 18.86 18.86 18.04 18.04 17.22 17.22 17.22 17.22
## [4897] 17.22 17.22 16.40 13.94 14.76 13.94 13.94 13.94 13.94 13.12 13.94 13.94
## [4909] 13.94 13.94 13.12 13.12 13.12 12.30 12.30 12.30 10.66 10.66 10.66 10.66
## [4921] 9.84 9.84 9.02 9.02 9.02 9.02 9.02 10.66 10.66 12.30 13.12 13.94
## [4933] 13.94 13.94 13.94 13.12 12.30 11.48 11.48 11.48 10.66 10.66 10.66 10.66
## [4945] 9.84 10.66 10.66 9.84 9.84 9.84 10.66 11.48 13.12 14.76 16.40 17.22
## [4957] 17.22 17.22 17.22 16.40 15.58 13.94 14.76 14.76 15.58 15.58 11.48 10.66
## [4969] 10.66 10.66 10.66 10.66 9.84 9.84 10.66 12.30 13.12 13.94 14.76 16.40
## [4981] 16.40 16.40 16.40 14.76 14.76 13.94 13.94 12.30 12.30 10.66 10.66 9.84
## [4993] 9.84 9.02 9.02 9.02 9.02 9.02 9.84 11.48 12.30 13.94 14.76 16.40
## [5005] 17.22 17.22 17.22 17.22 16.40 13.94 15.58 13.94 13.12 13.12 12.30 10.66
## [5017] 10.66 9.84 9.02 9.84 9.84 9.02 9.84 10.66 13.12 13.12 14.76 14.76
## [5029] 14.76 15.58 15.58 14.76 13.94 12.30 12.30 12.30 13.12 12.30 12.30 12.30
## [5041] 10.66 11.48 10.66 10.66 9.84 10.66 10.66 12.30 13.12 13.94 14.76 16.40
## [5053] 17.22 17.22 17.22 15.58 15.58 15.58 14.76 14.76 13.94 13.94 13.12 13.12
## [5065] 13.12 13.12 12.30 12.30 12.30 13.12 13.12 14.76 14.76 14.76 16.40 17.22
## [5077] 18.86 18.86 20.50 17.22 18.04 18.86 18.86 18.04 18.04 18.86 20.50 18.86
## [5089] 18.86 18.86 18.86 18.86 18.04 18.86 18.86 18.86 18.86 18.86 18.86 18.86
## [5101] 19.68 20.50 18.86 18.86 18.86 18.86 18.86 18.04 18.86 18.86 18.04 18.86
## [5113] 18.86 18.86 18.86 18.86 19.68 18.04 18.04 18.04 18.04 18.04 18.04 18.04
## [5125] 18.04 17.22 17.22 16.40 16.40 13.94 13.94 12.30 9.84 9.84 10.66 10.66
## [5137] 11.48 10.66 9.84 9.02 9.02 9.02 9.02 9.84 10.66 11.48 11.48 12.30
## [5149] 13.12 13.12 13.12 12.30 11.48 10.66 10.66 11.48 10.66 9.84 9.84 9.84
## [5161] 9.84 9.02 9.02 9.02 9.02 9.02 9.84 10.66 12.30 13.12 14.76 15.58
## [5173] 15.58 15.58 14.76 13.94 13.94 13.94 12.30 12.30 11.48 11.48 10.66 10.66
## [5185] 11.48 11.48 10.66 10.66 9.84 9.84 10.66 11.48 13.12 13.12 13.12 13.94
## [5197] 13.94 13.94 13.12 11.48 10.66 10.66 9.84 9.02 9.02 8.20 8.20 6.56
## [5209] 7.38 6.56 6.56 7.38 6.56 7.38 6.56 8.20 9.84 10.66 10.66 12.30
## [5221] 12.30 12.30 12.30 11.48 9.84 9.02 9.02 9.02 9.02 8.20 8.20 8.20
## [5233] 8.20 7.38 7.38 6.56 6.56 5.74 6.56 7.38 9.02 10.66 11.48 12.30
## [5245] 13.12 13.12 13.12 12.30 12.30 11.48 12.30 10.66 10.66 9.84 9.02 8.20
## [5257] 8.20 7.38 8.20 7.38 8.20 6.56 8.20 10.66 12.30 13.94 14.76 16.40
## [5269] 16.40 16.40 15.58 14.76 13.94 13.12 13.12 12.30 12.30 10.66 10.66 10.66
## [5281] 10.66 11.48 10.66 10.66 10.66 11.48 10.66 12.30 13.12 13.94 14.76 14.76
## [5293] 15.58 15.58 15.58 14.76 14.76 14.76 13.94 13.94 13.94 13.12 13.12 13.12
## [5305] 13.12 13.12 13.12 13.12 13.12 13.12 13.94 14.76 16.40 16.40 18.86 20.50
## [5317] 21.32 21.32 18.86 21.32 21.32 21.32 21.32 20.50 21.32 21.32 20.50 20.50
## [5329] 19.68 18.86 20.50 19.68 18.04 15.58 14.76 14.76 13.94 13.94 13.94 13.94
## [5341] 13.94 13.12 13.12 13.12 13.12 13.12 13.12 13.12 12.30 12.30 12.30 12.30
## [5353] 11.48 10.66 9.84 10.66 10.66 10.66 10.66 10.66 10.66 11.48 11.48 11.48
## [5365] 11.48 11.48 11.48 10.66 10.66 9.84 9.02 8.20 8.20 8.20 8.20 8.20
## [5377] 9.02 9.02 9.02 8.20 8.20 8.20 8.20 9.02 9.84 9.84 10.66 12.30
## [5389] 12.30 13.12 11.48 11.48 11.48 10.66 9.84 9.02 9.02 8.20 8.20 7.38
## [5401] 7.38 6.56 6.56 5.74 6.56 7.38 8.20 9.02 9.84 10.66 12.30 13.94
## [5413] 14.76 15.58 16.40 15.58 14.76 14.76 16.40 14.76 14.76 14.76 14.76 14.76
## [5425] 13.12 12.30 11.48 11.48 10.66 10.66 10.66 10.66 12.30 13.94 16.40 17.22
## [5437] 18.04 18.86 18.04 19.68 18.86 17.22 18.04 18.04 18.86 18.04 16.40 14.76
## [5449] 14.76 11.48 11.48 10.66 9.84 9.84 9.84 10.66 10.66 11.48 12.30 12.30
## [5461] 11.48 10.66 10.66 10.66 9.84 9.84 9.84 9.02 9.02 8.20 7.38 7.38
## [5473] 6.56 6.56 5.74 5.74 5.74 6.56 6.56 6.56 7.38 7.38 7.38 6.56
## [5485] 6.56 5.74 5.74 5.74 4.92 4.92 4.10 4.10 4.10 3.28 1.64 0.82
## [5497] 0.82 0.82 0.82 0.82 0.82 0.82 1.64 2.46 3.28 4.10 5.74 5.74
## [5509] 7.38 7.38 8.20 8.20 8.20 8.20 8.20 8.20 8.20 9.02 8.20 8.20
## [5521] 8.20 8.20 8.20 8.20 8.20 8.20 9.02 9.84 12.30 12.30 13.94 13.94
## [5533] 14.76 14.76 14.76 13.94 13.94 12.30 10.66 10.66 9.84 9.02 9.02 9.02
## [5545] 9.02 9.02 8.20 9.02 9.84 9.84 9.84 10.66 12.30 14.76 16.40 18.86
## [5557] 21.32 21.32 18.86 20.50 18.86 17.22 16.40 14.76 14.76 14.76 15.58 14.76
## [5569] 13.12 13.12 10.66 10.66 9.02 9.84 9.02 11.48 13.94 16.40 18.04 20.50
## [5581] 23.78 22.96 22.14 22.14 21.32 20.50 18.04 18.04 17.22 15.58 13.94 14.76
## [5593] 13.94 13.12 13.12 12.30 12.30 12.30 13.12 13.94 14.76 15.58 16.40 16.40
## [5605] 16.40 16.40 15.58 13.94 13.12 12.30 11.48 10.66 10.66 9.84 9.84 9.84
## [5617] 9.84 9.02 8.20 9.02 9.02 9.02 9.02 9.84 10.66 10.66 10.66 9.02
## [5629] 9.02 9.02 9.02 8.20 8.20 8.20 8.20 8.20 9.02 9.02 9.02 9.02
## [5641] 8.20 16.40 7.38 7.38 7.38 7.38 7.38 17.22 17.22 17.22 17.22 17.22
## [5653] 17.22 17.22 16.40 15.58 13.94 13.12 12.30 10.66 10.66 9.84 8.20 9.02
## [5665] 8.20 8.20 8.20 8.20 8.20 8.20 9.84 10.66 12.30 13.12 13.12 13.94
## [5677] 13.94 13.94 13.94 13.12 13.12 13.94 13.94 13.94 13.94 14.76 14.76 14.76
## [5689] 14.76 13.94 14.76 13.94 13.12 13.12 13.94 13.94 13.94 17.22 17.22 18.04
## [5701] 18.86 18.86 18.04 17.22 17.22 18.04 15.58 16.40 16.40 15.58 16.40 14.76
## [5713] 13.12 12.30 10.66 10.66 9.84 9.02 9.84 9.84 9.84 10.66 10.66 10.66
## [5725] 11.48 11.48 10.66 10.66 9.84 9.84 8.20 7.38 6.56 6.56 6.56 5.74
## [5737] 5.74 5.74 5.74 5.74 4.92 5.74 6.56 8.20 9.02 9.02 9.84 9.84
## [5749] 9.84 9.84 9.02 8.20 8.20 7.38 6.56 6.56 6.56 6.56 6.56 6.56
## [5761] 6.56 6.56 5.74 4.92 4.92 4.92 5.74 6.56 7.38 8.20 8.20 9.02
## [5773] 9.02 9.02 7.38 6.56 6.56 6.56 7.38 6.56 5.74 5.74 5.74 4.92
## [5785] 4.92 4.92 4.10 4.10 4.10 4.10 5.74 6.56 8.20 9.84 9.84 10.66
## [5797] 10.66 10.66 10.66 10.66 10.66 11.48 12.30 10.66 10.66 11.48 11.48 13.12
## [5809] 13.12 12.30 12.30 12.30 13.12 12.30 13.94 13.12 15.58 18.04 18.04 18.86
## [5821] 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.04 18.04 13.94
## [5833] 13.94 13.94 13.12 12.30 11.48 12.30 12.30 12.30 12.30 12.30 12.30 11.48
## [5845] 10.66 9.84 9.02 9.02 8.20 7.38 6.56 5.74 5.74 5.74 4.92 4.92
## [5857] 4.92 4.92 4.92 4.92 4.92 5.74 6.56 8.20 9.02 9.84 10.66 10.66
## [5869] 10.66 10.66 10.66 10.66 10.66 10.66 10.66 18.04 18.04 18.04 18.04 16.40
## [5881] 16.40 16.40 15.58 14.76 14.76 16.40 16.40 18.04 18.86 25.42 24.60 24.60
## [5893] 23.78 22.96 22.14 21.32 21.32 20.50 18.86 18.86 18.86 17.22 17.22 16.40
## [5905] 16.40 14.76 14.76 16.40 15.58 17.22 16.40 17.22 17.22 16.40 18.86 18.86
## [5917] 17.22 16.40 15.58 14.76 13.94 13.12 13.12 13.12 12.30 12.30 11.48 10.66
## [5929] 10.66 9.84 9.84 9.84 9.84 11.48 13.12 13.94 14.76 14.76 15.58 16.40
## [5941] 16.40 15.58 13.94 13.94 13.94 13.94 10.66 10.66 10.66 9.84 9.84 9.84
## [5953] 9.84 9.02 9.84 9.84 9.84 9.84 12.30 12.30 12.30 13.12 13.12 13.94
## [5965] 12.30 11.48 10.66 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84
## [5977] 10.66 10.66 9.84 9.84 9.84 10.66 10.66 10.66 11.48 12.30 12.30 12.30
## [5989] 13.12 12.30 12.30 11.48 11.48 10.66 9.84 9.84 9.02 9.02 7.38 7.38
## [6001] 6.56 6.56 6.56 7.38 9.02 10.66 13.12 15.58 16.40 17.22 16.40 16.40
## [6013] 15.58 14.76 13.94 13.12 12.30 12.30 12.30 11.48 12.30 12.30 12.30 13.12
## [6025] 13.12 13.12 12.30 13.12 13.94 14.76 16.40 18.04 18.04 18.04 18.04 18.04
## [6037] 17.22 15.58 14.76 13.94 13.12 13.12 12.30 11.48 10.66 10.66 9.84 9.84
## [6049] 9.84 9.84 9.84 9.84 10.66 10.66 11.48 11.48 12.30 12.30 10.66 9.84
## [6061] 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.84 9.02 9.02 9.02 8.20
## [6073] 8.20 8.20 8.20 8.20 9.02 9.84 10.66 12.30 13.12 13.12 13.94 13.94
## [6085] 13.94 13.12 13.12 12.30 12.30 12.30 11.48 11.48 10.66 10.66 10.66 9.84
## [6097] 8.20 8.20 8.20 9.02 10.66 11.48 12.30 12.30 13.12 13.12 13.94 13.94
## [6109] 12.30 13.12 13.12 13.12 13.12 12.30 12.30 11.48 10.66 9.84 9.84 9.02
## [6121] 9.02 9.02 9.02 9.02 9.02 9.84 10.66 10.66 10.66 12.30 9.02 9.02
## [6133] 9.02 8.20 6.56 5.74 5.74 4.92 4.10 3.28 4.10 4.10 4.10 4.10
## [6145] 4.10 3.28 3.28 4.10 4.92 4.92 5.74 6.56 6.56 6.56 8.20 7.38
## [6157] 6.56 6.56 5.74 5.74 5.74 5.74 5.74 4.92 5.74 4.92 4.92 4.10
## [6169] 4.10 4.10 4.10 4.92 5.74 9.02 11.48 13.12 13.94 14.76 14.76 14.76
## [6181] 13.94 13.94 12.30 11.48 10.66 11.48 10.66 10.66 11.48 10.66 10.66 10.66
## [6193] 10.66 9.84 9.84 10.66 10.66 12.30 12.30 14.76 16.40 17.22 17.22 17.22
## [6205] 15.58 14.76 15.58 14.76 14.76 14.76 13.12 13.94 12.30 11.48 11.48 11.48
## [6217] 12.30 12.30 13.12 13.12 13.94 14.76 15.58 16.40 17.22 17.22 17.22 17.22
## [6229] 16.40 15.58 14.76 13.94 13.94 13.94 12.30 12.30 12.30 12.30 12.30 12.30
## [6241] 12.30 12.30 12.30 12.30 13.12 13.12 13.12 13.94 13.12 13.94 13.94 13.94
## [6253] 13.94 13.12 13.12 13.94 13.12 13.12 12.30 12.30 12.30 11.48 11.48 11.48
## [6265] 11.48 11.48 10.66 10.66 13.94 14.76 15.58 16.40 16.40 17.22 17.22 17.22
## [6277] 16.40 15.58 16.40 15.58 14.76 14.76 13.94 13.12 12.30 11.48 10.66 9.84
## [6289] 9.84 9.84 9.02 9.02 10.66 13.12 14.76 16.40 18.04 17.22 18.04 19.68
## [6301] 18.86 18.04 18.04 18.04 16.40 14.76 13.94 13.12 12.30 12.30 11.48 10.66
## [6313] 9.84 9.84 9.84 9.84 10.66 10.66 11.48 12.30 13.12 12.30 13.12 12.30
## [6325] 12.30 12.30 12.30 10.66 9.84 9.02 17.22 18.86 18.86 18.86 19.68 19.68
## [6337] 17.22 18.04 17.22 18.86 21.32 22.96 22.96 23.78 23.78 24.60 23.78 22.96
## [6349] 22.14 19.68 18.04 17.22 15.58 14.76 13.94 13.94 13.94 13.12 13.12 12.30
## [6361] 12.30 12.30 11.48 12.30 14.76 15.58 16.40 17.22 18.04 17.22 16.40 14.76
## [6373] 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76
## [6385] 14.76 14.76 14.76 15.58 16.40 16.40 17.22 18.04 18.86 19.68 20.50 20.50
## [6397] 20.50 18.86 18.04 18.86 18.04 17.22 16.40 15.58 14.76 14.76 13.94 13.94
## [6409] 12.30 12.30 12.30 12.30 12.30 13.12 13.94 14.76 14.76 14.76 14.76 13.94
## [6421] 13.12 12.30 11.48 11.48 10.66 10.66 9.84 9.84 9.84 9.02 8.20 8.20
## [6433] 7.38 7.38 8.20 9.02 9.84 10.66 10.66 10.66 11.48 12.30 12.30 12.30
## [6445] 11.48 10.66 10.66 10.66 9.84 9.02 9.02 8.20 8.20 7.38 7.38 7.38
## [6457] 7.38 6.56 6.56 9.02 9.84 10.66 10.66 12.30 13.12 13.94 14.76 14.76
## [6469] 13.94 13.94 13.12 13.12 11.48 11.48 11.48 12.30 12.30 12.30 11.48 11.48
## [6481] 11.48 10.66 11.48 12.30 14.76 17.22 18.04 20.50 21.32 22.14 22.96 22.96
## [6493] 22.96 22.14 20.50 18.04 18.86 18.04 18.04 18.86 18.86 18.86 18.04 17.22
## [6505] 17.22 17.22 18.04 18.86 20.50 22.14 22.96 24.60 25.42 26.24 25.42 25.42
## [6517] 25.42 24.60 24.60 24.60 22.96 22.96 23.78 22.96 19.68 18.86 16.40 16.40
## [6529] 16.40 15.58 13.94 13.94 13.94 14.76 14.76 15.58 17.22 18.86 19.68 18.86
## [6541] 18.04 17.22 15.58 14.76 13.94 13.12 12.30 12.30 10.66 10.66 9.84 9.02
## [6553] 9.02 9.02 9.02 9.84 10.66 12.30 12.30 13.12 13.94 13.94 14.76 14.76
## [6565] 14.76 13.94 13.12 12.30 10.66 10.66 10.66 9.84 9.84 9.84 9.84 9.84
## [6577] 9.02 9.02 10.66 13.12 14.76 16.40 17.22 18.86 20.50 20.50 21.32 21.32
## [6589] 20.50 18.04 17.22 16.40 16.40 15.58 15.58 15.58 14.76 13.94 13.94 13.94
## [6601] 13.94 13.94 15.58 16.40 18.04 19.68 22.14 23.78 22.96 25.42 25.42 24.60
## [6613] 22.96 22.96 22.14 22.96 22.96 22.96 21.32 21.32 21.32 18.86 18.86 18.86
## [6625] 18.86 18.86 19.68 21.32 22.14 24.60 24.60 26.24 28.70 29.52 28.70 28.70
## [6637] 26.24 24.60 23.78 22.96 22.96 22.14 21.32 20.50 19.68 19.68 18.04 18.04
## [6649] 18.04 18.04 21.32 22.96 25.42 26.24 27.06 28.70 28.70 29.52 28.70 28.70
## [6661] 26.24 25.42 24.60 21.32 22.96 22.14 20.50 20.50 20.50 18.04 18.86 18.04
## [6673] 18.04 18.04 19.68 21.32 22.96 25.42 27.06 29.52 29.52 29.52 28.70 27.06
## [6685] 26.24 23.78 22.14 21.32 19.68 18.04 17.22 17.22 16.40 16.40 16.40 16.40
## [6697] 16.40 16.40 17.22 16.40 18.04 18.04 18.86 19.68 18.86 19.68 19.68 19.68
## [6709] 18.86 18.86 18.04 18.04 18.04 18.04 18.04 18.04 18.04 17.22 17.22 17.22
## [6721] 16.40 17.22 18.04 20.50 21.32 22.96 24.60 25.42 26.24 26.24 26.24 25.42
## [6733] 23.78 22.96 22.14 22.14 20.50 18.86 18.86 18.86 18.04 17.22 16.40 16.40
## [6745] 17.22 17.22 17.22 17.22 18.04 18.04 18.86 20.50 22.14 22.14 22.96 22.96
## [6757] 22.96 21.32 21.32 20.50 19.68 19.68 18.86 18.86 18.86 18.04 18.04 18.86
## [6769] 18.86 18.86 20.50 21.32 22.96 24.60 25.42 26.24 26.24 27.06 26.24 26.24
## [6781] 25.42 24.60 24.60 22.96 22.96 14.76 14.76 14.76 13.94 13.94 13.94 14.76
## [6793] 14.76 14.76 14.76 16.40 16.40 17.22 18.04 19.68 20.50 21.32 21.32 21.32
## [6805] 21.32 20.50 20.50 20.50 18.86 18.04 17.22 18.04 16.40 16.40 14.76 13.94
## [6817] 14.76 15.58 16.40 17.22 18.04 18.86 18.86 19.68 20.50 20.50 20.50 20.50
## [6829] 18.86 18.86 17.22 18.04 16.40 15.58 14.76 15.58 13.12 13.12 12.30 13.12
## [6841] 13.94 17.22 18.04 19.68 21.32 22.96 22.96 24.60 25.42 25.42 24.60 22.96
## [6853] 22.96 22.14 20.50 20.50 19.68 18.86 18.86 18.04 17.22 17.22 17.22 18.04
## [6865] 18.04 19.68 22.14 24.60 24.60 24.60 25.42 26.24 26.24 27.06 27.06 27.06
## [6877] 26.24 24.60 22.96 21.32 21.32 19.68 18.86 17.22 15.58 15.58 14.76 13.94
## [6889] 14.76 16.40 17.22 17.22 18.04 18.86 18.86 20.50 20.50 20.50 20.50 19.68
## [6901] 18.04 17.22 16.40 16.40 16.40 14.76 14.76 13.94 13.94 13.12 12.30 12.30
## [6913] 12.30 13.94 14.76 16.40 17.22 18.04 19.68 20.50 20.50 21.32 20.50 19.68
## [6925] 18.86 18.04 16.40 17.22 17.22 16.40 14.76 14.76 13.12 13.12 13.12 13.12
## [6937] 13.94 16.40 17.22 18.04 18.86 20.50 20.50 21.32 22.14 22.14 22.14 22.14
## [6949] 20.50 20.50 19.68 18.86 18.04 18.04 18.04 17.22 16.40 15.58 14.76 15.58
## [6961] 16.40 18.04 20.50 20.50 22.14 23.78 24.60 25.42 26.24 25.42 25.42 24.60
## [6973] 22.96 21.32 20.50 20.50 19.68 18.86 18.86 18.04 18.04 18.04 17.22 17.22
## [6985] 18.04 18.86 20.50 21.32 22.14 22.14 22.96 23.78 22.96 22.14 22.14 21.32
## [6997] 20.50 19.68 18.86 18.04 18.04 17.22 14.76 14.76 13.94 13.94 13.94 13.94
## [7009] 15.58 17.22 18.86 20.50 22.14 21.32 22.14 22.96 23.78 22.96 22.14 21.32
## [7021] 18.86 18.04 16.40 14.76 13.94 13.94 13.12 12.30 11.48 11.48 11.48 12.30
## [7033] 13.12 13.94 15.58 14.76 16.40 14.76 15.58 18.04 17.22 16.40 16.40 14.76
## [7045] 13.94 13.94 13.94 13.12 13.12 13.12 13.12 12.30 12.30 12.30 12.30 13.12
## [7057] 14.76 16.40 17.22 18.86 19.68 20.50 19.68 19.68 20.50 20.50 18.86 18.04
## [7069] 17.22 17.22 17.22 16.40 14.76 13.94 13.94 13.94 13.94 13.12 13.94 15.58
## [7081] 17.22 18.04 18.86 20.50 21.32 21.32 22.14 22.96 22.96 22.14 22.14 20.50
## [7093] 20.50 18.04 17.22 16.40 16.40 15.58 14.76 14.76 14.76 13.94 14.76 14.76
## [7105] 17.22 18.86 21.32 23.78 25.42 26.24 26.24 26.24 25.42 25.42 24.60 22.96
## [7117] 22.96 22.14 22.14 22.14 22.14 22.14 21.32 22.14 20.50 20.50 20.50 21.32
## [7129] 22.14 23.78 25.42 26.24 27.06 28.70 28.70 29.52 28.70 28.70 28.70 26.24
## [7141] 25.42 27.88 27.06 26.24 25.42 24.60 23.78 22.14 22.14 21.32 21.32 22.96
## [7153] 25.42 25.42 26.24 27.88 30.34 31.16 32.80 32.80 32.80 32.80 31.16 30.34
## [7165] 27.88 27.88 28.70 27.06 26.24 22.96 22.96 27.06 24.60 24.60 24.60 24.60
## [7177] 24.60 24.60 24.60 24.60 25.42 26.24 27.06 27.88 26.24 26.24 24.60 24.60
## [7189] 22.96 22.14 22.14 22.14 21.32 20.50 20.50 20.50 20.50 20.50 20.50 20.50
## [7201] 19.68 19.68 18.86 18.86 18.86 18.04 17.22 17.22 17.22 17.22 17.22 17.22
## [7213] 17.22 17.22 17.22 17.22 17.22 17.22 17.22 17.22 16.40 16.40 16.40 17.22
## [7225] 18.86 19.68 21.32 22.14 22.96 23.78 24.60 25.42 24.60 24.60 23.78 22.96
## [7237] 21.32 21.32 20.50 20.50 20.50 20.50 20.50 21.32 21.32 21.32 20.50 21.32
## [7249] 22.14 25.42 27.06 28.70 29.52 30.34 30.34 30.34 30.34 28.70 28.70 27.06
## [7261] 26.24 26.24 24.60 24.60 22.96 22.96 22.96 22.14 22.14 22.96 22.14 22.96
## [7273] 22.96 23.78 23.78 23.78 23.78 25.42 26.24 26.24 24.60 22.96 22.14 21.32
## [7285] 21.32 20.50 20.50 19.68 18.86 18.86 18.86 18.86 18.86 18.86 18.04 18.86
## [7297] 19.68 21.32 22.14 22.96 24.60 26.24 27.06 27.88 29.52 29.52 28.70 26.24
## [7309] 25.42 25.42 24.60 24.60 24.60 23.78 22.96 22.96 22.96 22.14 22.96 22.96
## [7321] 24.60 25.42 28.70 25.42 26.24 27.06 29.52 31.16 28.70 28.70 28.70 27.88
## [7333] 26.24 24.60 24.60 24.60 24.60 23.78 23.78 22.96 22.96 22.14 22.96 23.78
## [7345] 25.42 27.06 28.70 29.52 30.34 28.70 27.06 27.88 27.88 27.06 25.42 24.60
## [7357] 23.78 23.78 22.96 22.96 22.14 22.14 22.14 21.32 21.32 21.32 21.32 20.50
## [7369] 21.32 22.14 22.96 24.60 24.60 24.60 25.42 25.42 25.42 25.42 24.60 24.60
## [7381] 22.96 22.96 21.32 21.32 21.32 20.50 20.50 18.86 18.86 18.86 19.68 20.50
## [7393] 20.50 21.32 22.14 22.96 24.60 25.42 25.42 24.60 24.60 24.60 23.78 22.14
## [7405] 22.14 22.14 22.14 21.32 21.32 21.32 21.32 21.32 21.32 20.50 21.32 22.14
## [7417] 22.96 23.78 24.60 25.42 26.24 25.42 25.42 26.24 26.24 26.24 26.24 26.24
## [7429] 26.24 24.60 24.60 23.78 24.60 22.96 22.96 22.96 22.96 22.96 22.96 24.60
## [7441] 24.60 25.42 25.42 25.42 26.24 26.24 26.24 27.06 26.24 21.32 20.50 20.50
## [7453] 20.50 19.68 19.68 20.50 19.68 19.68 18.86 18.86 18.86 18.04 18.04 18.86
## [7465] 20.50 20.50 21.32 21.32 22.14 22.96 22.14 23.78 24.60 22.96 22.14 21.32
## [7477] 20.50 20.50 19.68 18.86 18.86 18.86 18.86 17.22 17.22 17.22 17.22 18.86
## [7489] 19.68 21.32 22.96 22.96 24.60 25.42 25.42 25.42 26.24 26.24 26.24 25.42
## [7501] 24.60 22.96 22.14 21.32 20.50 18.86 19.68 18.04 17.22 17.22 17.22 21.32
## [7513] 22.14 22.96 25.42 26.24 26.24 27.06 27.88 28.70 27.06 27.06 26.24 25.42
## [7525] 24.60 22.96 23.78 22.96 22.14 22.14 22.14 22.14 21.32 21.32 21.32 22.96
## [7537] 24.60 24.60 25.42 26.24 27.88 28.70 29.52 29.52 28.70 27.88 27.06 27.06
## [7549] 26.24 25.42 25.42 24.60 24.60 24.60 23.78 22.14 22.14 21.32 21.32 22.14
## [7561] 22.14 22.14 22.96 22.96 25.42 25.42 25.42 25.42 22.96 23.78 23.78 23.78
## [7573] 23.78 23.78 23.78 22.96 22.96 22.96 23.78 22.96 22.96 22.96 22.96 23.78
## [7585] 23.78 25.42 26.24 26.24 26.24 26.24 28.70 27.88 27.88 28.70 27.06 26.24
## [7597] 26.24 23.78 22.96 23.78 23.78 22.96 22.96 22.14 22.14 22.14 22.96 23.78
## [7609] 24.60 27.06 28.70 28.70 29.52 29.52 29.52 29.52 29.52 29.52 28.70 27.06
## [7621] 26.24 26.24 25.42 24.60 24.60 24.60 24.60 24.60 22.96 22.14 22.14 21.32
## [7633] 22.14 22.96 23.78 24.60 25.42 26.24 26.24 27.06 27.06 27.06 26.24 24.60
## [7645] 23.78 22.96 22.14 21.32 20.50 19.68 18.86 18.86 18.86 18.04 18.86 21.32
## [7657] 22.96 24.60 25.42 25.42 26.24 27.06 27.06 27.06 27.06 26.24 25.42 25.42
## [7669] 24.60 22.96 21.32 21.32 20.50 20.50 20.50 19.68 18.86 18.04 18.86 21.32
## [7681] 22.96 22.96 25.42 27.06 28.70 29.52 29.52 30.34 30.34 30.34 28.70 27.88
## [7693] 26.24 26.24 24.60 27.06 26.24 26.24 25.42 25.42 25.42 25.42 26.24 26.24
## [7705] 26.24 27.06 28.70 28.70 29.52 29.52 29.52 30.34 28.70 25.42 25.42 25.42
## [7717] 26.24 24.60 24.60 22.96 22.96 22.14 22.96 22.14 20.50 20.50 21.32 22.14
## [7729] 22.96 24.60 23.78 25.42 25.42 26.24 26.24 26.24 26.24 26.24 26.24 25.42
## [7741] 24.60 23.78 22.96 22.14 22.14 21.32 21.32 20.50 20.50 18.86 20.50 22.14
## [7753] 24.60 25.42 26.24 27.06 27.88 27.88 28.70 28.70 28.70 28.70 27.88 27.06
## [7765] 25.42 25.42 23.78 23.78 22.96 22.96 22.96 22.14 21.32 21.32 22.96 24.60
## [7777] 25.42 26.24 26.24 26.24 26.24 25.42 27.06 27.06 26.24 26.24 25.42 24.60
## [7789] 23.78 22.96 23.78 22.14 21.32 21.32 20.50 20.50 19.68 19.68 19.68 19.68
## [7801] 21.32 21.32 22.96 22.14 24.60 23.78 23.78 24.60 24.60 24.60 23.78 22.96
## [7813] 22.14 22.96 22.14 21.32 21.32 20.50 18.86 18.86 19.68 19.68 20.50 22.14
## [7825] 22.96 24.60 25.42 25.42 25.42 26.24 26.24 26.24 25.42 24.60 22.96 22.14
## [7837] 22.14 21.32 21.32 21.32 21.32 21.32 20.50 18.86 19.68 18.86 20.50 21.32
## [7849] 23.78 24.60 27.06 28.70 28.70 29.52 30.34 29.52 29.52 28.70 28.70 27.06
## [7861] 25.42 24.60 22.96 22.96 22.96 22.96 22.14 21.32 20.50 21.32 21.32 23.78
## [7873] 25.42 27.06 28.70 29.52 30.34 31.16 31.16 31.16 31.16 31.16 30.34 29.52
## [7885] 28.70 27.88 26.24 26.24 26.24 26.24 25.42 25.42 24.60 22.96 23.78 25.42
## [7897] 26.24 28.70 31.16 32.80 33.62 33.62 34.44 33.62 34.44 33.62 32.80 31.16
## [7909] 30.34 28.70 27.88 27.06 26.24 26.24 26.24 25.42 25.42 25.42 24.60 26.24
## [7921] 28.70 31.16 31.16 33.62 34.44 34.44 34.44 34.44 33.62 33.62 33.62 31.16
## [7933] 29.52 28.70 29.52 28.70 27.06 27.06 26.24 26.24 26.24 25.42 26.24 27.06
## [7945] 28.70 29.52 31.16 32.80 32.80 33.62 32.80 32.80 32.80 32.80 31.16 30.34
## [7957] 29.52 29.52 28.70 28.70 27.88 27.88 27.06 24.60 24.60 24.60 25.42 25.42
## [7969] 26.24 26.24 27.06 27.06 27.06 26.24 27.06 27.06 27.06 27.88 27.88 27.88
## [7981] 27.88 27.06 27.06 27.06 26.24 25.42 25.42 24.60 24.60 24.60 24.60 25.42
## [7993] 26.24 26.24 27.06 27.88 28.70 29.52 29.52 29.52 29.52 29.52 28.70 27.88
## [8005] 26.24 25.42 25.42 24.60 24.60 25.42 25.42 24.60 24.60 23.78 24.60 24.60
## [8017] 25.42 26.24 27.06 27.06 27.88 28.70 30.34 29.52 29.52 30.34 28.70 27.06
## [8029] 26.24 26.24 25.42 24.60 23.78 22.96 22.96 22.96 22.14 22.14 22.96 24.60
## [8041] 25.42 26.24 27.06 28.70 28.70 29.52 29.52 29.52 30.34 29.52 28.70 27.88
## [8053] 27.06 26.24 25.42 23.78 22.96 23.78 22.96 22.14 22.14 22.14 22.14 23.78
## [8065] 24.60 26.24 27.06 27.88 29.52 29.52 30.34 29.52 29.52 29.52 28.70 27.06
## [8077] 26.24 25.42 24.60 22.96 22.96 22.96 22.14 22.14 22.14 21.32 21.32 22.96
## [8089] 22.96 23.78 25.42 25.42 26.24 26.24 27.06 27.06 26.24 26.24 26.24 25.42
## [8101] 25.42 24.60 23.78 22.96 22.14 22.14 21.32 22.14 21.32 21.32 21.32 22.14
## [8113] 22.14 22.14 22.14 22.96 23.78 23.78 24.60 24.60 24.60 25.42 25.42 25.42
## [8125] 25.42 25.42 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60 24.60
## [8137] 26.24 26.24 27.06 28.70 30.34 31.16 31.98 32.80 32.80 32.80 32.80 32.80
## [8149] 31.16 29.52 29.52 31.16 30.34 29.52 29.52 28.70 27.88 28.70 30.34 31.98
## [8161] 33.62 35.26 36.08 36.90 37.72 37.72 36.90 37.72 37.72 36.08 34.44 34.44
## [8173] 34.44 33.62 31.98 31.16 31.16 30.34 29.52 29.52 29.52 28.70 30.34 31.16
## [8185] 31.98 32.80 34.44 34.44 35.26 35.26 34.44 34.44 34.44 34.44 31.98 31.98
## [8197] 31.16 30.34 30.34 29.52 29.52 29.52 28.70 27.88 28.70 28.70 30.34 30.34
## [8209] 32.80 33.62 35.26 36.08 36.90 36.90 36.90 36.90 35.26 35.26 34.44 31.16
## [8221] 28.70 27.88 27.06 27.88 27.88 27.06 27.88 27.88 27.06 27.06 27.88 28.70
## [8233] 31.16 32.80 33.62 35.26 36.90 36.90 37.72 37.72 37.72 36.90 35.26 35.26
## [8245] 34.44 33.62 31.98 30.34 30.34 30.34 29.52 29.52 29.52 29.52 31.16 32.80
## [8257] 34.44 35.26 36.90 36.90 37.72 37.72 37.72 37.72 37.72 36.90 36.08 35.26
## [8269] 34.44 33.62 32.80 31.98 31.98 31.16 30.34 30.34 30.34 30.34 31.98 32.80
## [8281] 33.62 35.26 34.44 36.08 36.90 36.90 37.72 37.72 37.72 36.90 36.08 35.26
## [8293] 33.62 32.80 32.80 31.98 31.16 31.16 30.34 30.34 30.34 30.34 31.98 33.62
## [8305] 34.44 37.72 38.54 39.36 39.36 39.36 39.36 41.00 39.36 38.54 37.72 36.90
## [8317] 36.08 34.44 34.44 33.62 33.62 33.62 32.80 31.98 31.98 31.98 32.80 34.44
## [8329] 35.26 36.90 37.72 37.72 38.54 39.36 37.72 32.80 31.98 31.98 31.98 31.16
## [8341] 31.16 30.34 27.88 27.88 28.70 28.70 28.70 27.06 27.06 26.24 27.06 27.06
## [8353] 27.06 27.06 29.52 30.34 31.16 30.34 31.16 31.98 31.98 31.16 30.34 30.34
## [8365] 30.34 29.52 28.70 28.70 28.70 28.70 27.88 27.88 27.06 27.88 28.70 29.52
## [8377] 30.34 31.16 32.80 32.80 33.62 33.62 32.80 32.80 31.98 28.70 28.70 26.24
## [8389] 26.24 26.24 26.24 27.06 26.24 26.24 26.24 26.24 26.24 26.24 27.06 27.88
## [8401] 28.70 29.52 31.16 31.98 32.80 32.80 32.80 32.80 32.80 31.98 30.34 30.34
## [8413] 29.52 29.52 28.70 27.88 27.06 27.06 26.24 26.24 25.42 26.24 26.24 27.88
## [8425] 29.52 30.34 31.16 31.98 32.80 31.98 32.80 32.80 31.16 31.16 30.34 30.34
## [8437] 29.52 29.52 28.70 28.70 27.88 27.06 27.88 27.06 27.06 28.70 28.70 28.70
## [8449] 29.52 30.34 31.16 31.16 32.80 32.80 32.80 32.80 32.80 31.98 30.34 30.34
## [8461] 29.52 30.34 29.52 29.52 28.70 28.70 28.70 27.06 26.24 26.24 26.24 25.42
## [8473] 27.06 29.52 29.52 30.34 31.16 32.80 32.80 29.52 28.70 29.52 29.52 29.52
## [8485] 28.70 28.70 27.88 27.88 27.88 27.88 27.88 27.88 27.88 27.88 28.70 28.70
## [8497] 29.52 31.16 33.62 34.44 35.26 36.90 35.26 35.26 32.80 29.52 29.52 29.52
## [8509] 29.52 29.52 29.52 29.52 28.70 28.70 27.88 27.88 27.06 27.88 29.52 30.34
## [8521] 31.16 32.80 34.44 34.44 34.44 36.08 35.26 31.16 31.16 34.44 32.80 32.80
## [8533] 31.16 31.16 30.34 29.52 30.34 29.52 29.52 29.52 27.88 29.52 30.34 32.80
## [8545] 33.62 34.44 35.26 36.90 37.72 38.54 37.72 37.72 37.72 36.90 36.08 35.26
## [8557] 33.62 32.80 31.98 31.16 31.16 30.34 30.34 29.52 29.52 29.52 30.34 31.98
## [8569] 33.62 36.90 36.90 37.72 38.54 38.54 37.72 30.34 30.34 31.16 31.16 30.34
## [8581] 31.16 31.16 31.16 30.34 30.34 29.52 29.52 29.52 29.52 29.52 30.34 31.16
## [8593] 31.16 31.16 32.80 34.44 34.44 35.26 34.44 34.44 35.26 35.26 34.44 33.62
## [8605] 27.06 27.06 27.06 27.88 27.06 26.24 26.24 26.24 26.24 26.24 26.24 27.06
## [8617] 27.88 29.52 31.16 32.80 32.80 33.62 33.62 32.80 32.80 31.16 30.34 30.34
## [8629] 29.52 29.52 28.70 28.70 27.88 27.06 27.06 27.06 27.06 27.06 28.70 29.52
## [8641] 31.16 32.80 33.62 34.44 35.26 35.26 31.98 33.62 33.62 32.80 32.80 31.98
## [8653] 31.16 30.34 29.52 29.52 28.70 27.88 27.88 27.06 27.06 27.06 28.70 29.52
## [8665] 30.34 32.80 34.44 35.26 35.26 35.26 36.08 35.26 34.44 33.62 32.80 31.98
## [8677] 31.16 31.16 30.34 30.34 29.52 29.52 29.52 29.52 28.70 28.70 29.52 30.34
## [8689] 31.98 33.62 35.26 35.26 36.08 36.08 36.08 36.90 36.08 35.26 33.62 33.62
## [8701] 32.80 31.16 31.16 30.34 30.34 30.34 29.52 29.52 29.52 29.52 30.34 31.16
## [8713] 32.80 32.80 33.62 35.26 36.08 36.90 36.90 33.62 33.62 28.70 28.70 28.70
## [8725] 29.52 29.52 29.52 29.52 29.52 29.52 29.52 29.52 28.70 28.70 29.52 28.70
## [8737] 28.70 30.34 31.16 31.98 32.80 33.62 33.62 34.44 33.62 33.62 31.98 31.16
## [8749] 30.34 30.34 29.52 28.70 28.70 28.70 28.70 27.88 28.70 28.70 28.70 28.70
## [8761] 28.70 30.34 31.16 32.80 32.80 33.62 32.80 31.16 31.98 31.16 31.16 30.34
## [8773] 29.52 29.52 29.52 28.70 29.52 28.70 28.70 28.70 27.88 28.70 28.70 30.34
## [8785] 31.16 32.80 32.80 32.80 32.80 32.80 34.44 32.80 32.80 31.98 31.16 30.34
## [8797] 30.34 29.52 29.52 29.52 28.70 28.70 27.88 27.88 27.06 27.06 28.70 29.52
## [8809] 31.16 32.80 34.44 34.44 35.26 36.08 36.08 35.26 35.26 33.62 32.80 28.70
## [8821] 28.70 27.06 27.06 28.70 28.70 28.70 29.52 28.70 28.70 26.24 26.24 25.42
## [8833] 26.24 27.06 27.88 30.34 31.16 31.16 32.80 31.98 32.80 31.16 31.16 30.34
## [8845] 30.34 29.52 29.52 28.70 27.06 26.24 25.42 25.42 25.42 25.42 26.24 27.06
## [8857] 27.88 29.52 30.34 31.16 32.80 32.80 32.80 32.80 30.34 28.70 27.06 27.06
## [8869] 27.06 27.06 27.06 26.24 25.42 26.24 25.42 26.24 26.24 26.24 26.24 27.06
## [8881] 28.70 28.70 30.34 30.34 31.98 31.16 31.16 31.16 32.80 31.98 30.34 29.52
## [8893] 29.52 28.70 27.88 27.06 27.06 26.24 26.24 26.24 26.24 25.42 27.06 29.52
## [8905] 30.34 31.16 31.16 31.98 31.98 32.80 33.62 32.80 32.80 31.16 30.34 30.34
## [8917] 29.52 29.52 28.70 28.70 27.88 27.88 27.88 27.88 27.88 26.24 27.06 27.06
## [8929] 28.70 28.70 30.34 31.98 32.80 33.62 33.62 33.62 31.16 31.16 31.16 30.34
## [8941] 30.34 29.52 29.52 28.70 28.70 27.88 27.06 26.24 26.24 26.24 27.06 28.70
## [8953] 29.52 29.52 30.34 30.34 31.98 31.16 31.16 31.16 30.34 30.34 28.70 28.70
## [8965] 28.70 28.70 27.88 27.06 26.24 26.24 25.42 25.42 24.60 24.60 26.24 27.88
## [8977] 29.52 30.34 31.16 32.80 32.80 33.62 32.80 33.62 33.62 32.80 31.16 31.16
## [8989] 30.34 29.52 28.70 27.88 27.06 27.06 26.24 26.24 26.24 25.42 26.24 27.88
## [9001] 28.70 30.34 31.16 33.62 34.44 35.26 35.26 34.44 33.62 33.62 30.34 29.52
## [9013] 27.88 27.06 26.24 26.24 25.42 25.42 25.42 25.42 24.60 24.60 24.60 26.24
## [9025] 27.06 28.70 29.52 31.16 30.34 31.16 31.16 31.16 31.16 30.34 28.70 28.70
## [9037] 27.06 27.06 26.24 27.06 26.24 25.42 25.42 25.42 24.60 25.42 25.42 26.24
## [9049] 27.06 27.88 26.24 26.24 26.24 26.24 26.24 27.06 26.24 26.24 26.24 26.24
## [9061] 25.42 25.42 25.42 30.34 29.52 28.70 28.70 28.70 27.88 27.88 30.34 31.16
## [9073] 31.16 31.98 32.80 32.80 33.62 35.26 35.26 34.44 33.62 33.62 31.98 31.16
## [9085] 26.24 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.88
## [9097] 28.70 29.52 30.34 30.34 29.52 29.52 30.34 30.34 31.16 30.34 28.70 28.70
## [9109] 28.70 27.88 27.06 27.06 27.88 27.06 27.06 27.06 27.06 27.06 27.88 28.70
## [9121] 28.70 30.34 30.34 31.16 31.16 30.34 30.34 30.34 30.34 30.34 29.52 29.52
## [9133] 29.52 28.70 28.70 28.70 27.88 27.88 27.06 27.06 27.06 27.88 27.88 28.70
## [9145] 29.52 29.52 30.34 31.16 32.80 32.80 32.80 31.16 31.16 31.16 31.16 30.34
## [9157] 30.34 30.34 29.52 29.52 28.70 28.70 28.70 28.70 28.70 28.70 28.70 29.52
## [9169] 30.34 31.16 31.98 31.98 32.80 33.62 31.98 31.16 31.16 31.16 30.34 29.52
## [9181] 29.52 29.52 28.70 28.70 28.70 29.52 28.70 28.70 28.70 28.70 28.70 28.70
## [9193] 27.06 27.06 28.70 29.52 29.52 30.34 30.34 30.34 30.34 29.52 27.88 27.06
## [9205] 26.24 26.24 26.24 26.24 25.42 25.42 25.42 25.42 25.42 25.42 26.24 27.06
## [9217] 28.70 29.52 31.16 31.98 32.80 32.80 32.80 32.80 31.98 31.16 30.34 29.52
## [9229] 28.70 28.70 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.06 27.06 28.70
## [9241] 28.70 30.34 31.16 32.80 33.62 33.62 22.96 22.96 23.78 23.78 23.78 23.78
## [9253] 24.60 23.78 23.78 22.96 22.96 22.14 22.14 21.32 21.32 21.32 22.14 23.78
## [9265] 25.42 26.24 27.06 27.06 27.88 29.52 29.52 27.88 28.70 27.06 27.06 25.42
## [9277] 24.60 23.78 22.96 22.96 22.14 22.14 21.32 21.32 20.50 20.50 21.32 22.96
## [9289] 24.60 25.42 25.42 26.24 26.24 27.06 27.06 27.06 27.06 25.42 25.42 24.60
## [9301] 22.96 22.14 22.14 21.32 20.50 19.68 19.68 19.68 18.86 18.86 20.50 22.14
## [9313] 24.60 25.42 26.24 26.24 27.06 27.88 28.70 28.70 28.70 26.24 25.42 23.78
## [9325] 22.96 22.96 22.14 21.32 21.32 21.32 20.50 20.50 20.50 20.50 21.32 22.96
## [9337] 24.60 25.42 27.06 27.88 28.70 28.70 29.52 29.52 28.70 27.06 26.24 25.42
## [9349] 24.60 22.96 22.96 22.96 22.14 22.14 21.32 21.32 21.32 20.50 22.14 22.96
## [9361] 24.60 26.24 27.06 27.88 28.70 29.52 29.52 29.52 29.52 27.88 26.24 25.42
## [9373] 25.42 24.60 23.78 22.96 22.96 22.96 22.14 22.14 22.14 22.14 22.96 24.60
## [9385] 25.42 27.88 27.88 28.70 28.70 29.52 29.52 29.52 29.52 29.52 27.88 27.06
## [9397] 26.24 25.42 25.42 24.60 24.60 23.78 24.60 24.60 23.78 22.14 22.14 22.96
## [9409] 24.60 25.42 26.24 27.06 27.88 27.88 27.88 27.06 27.06 26.24 25.42 24.60
## [9421] 22.96 22.96 22.14 22.14 22.14 21.32 20.50 20.50 20.50 20.50 20.50 22.14
## [9433] 23.78 25.42 26.24 27.06 26.24 27.06 26.24 26.24 27.06 25.42 25.42 24.60
## [9445] 24.60 22.96 22.14 22.14 21.32 21.32 20.50 20.50 19.68 19.68 21.32 22.14
## [9457] 23.78 25.42 25.42 25.42 26.24 26.24 26.24 26.24 26.24 25.42 25.42 25.42
## [9469] 25.42 25.42 24.60 24.60 24.60 24.60 25.42 25.42 26.24 26.24 26.24 27.06
## [9481] 27.06 27.88 27.88 27.88 28.70 24.60 24.60 24.60 24.60 24.60 24.60 24.60
## [9493] 24.60 23.78 22.96 22.96 22.14 22.14 21.32 21.32 21.32 21.32 21.32 21.32
## [9505] 22.14 22.96 24.60 24.60 24.60 25.42 25.42 25.42 24.60 23.78 22.96 21.32
## [9517] 20.50 20.50 19.68 18.86 18.04 18.86 18.04 17.22 18.04 18.04 18.04 18.86
## [9529] 21.32 22.14 23.78 24.60 24.60 24.60 25.42 25.42 22.96 22.96 22.14 22.14
## [9541] 22.14 22.14 22.14 22.96 22.14 22.14 22.14 22.96 22.96 23.78 23.78 24.60
## [9553] 23.78 23.78 23.78 24.60 24.60 24.60 25.42 25.42 25.42 25.42 25.42 25.42
## [9565] 25.42 25.42 25.42 25.42 25.42 25.42 24.60 24.60 25.42 24.60 24.60 25.42
## [9577] 25.42 27.06 27.06 28.70 28.70 29.52 29.52 29.52 28.70 28.70 28.70 28.70
## [9589] 27.06 27.06 27.06 26.24 25.42 26.24 25.42 26.24 26.24 25.42 26.24 26.24
## [9601] 26.24 27.06 28.70 29.52 29.52 28.70 29.52 28.70 28.70 27.06 27.06 26.24
## [9613] 25.42 26.24 24.60 22.96 22.14 22.14 22.14 22.14 21.32 21.32 21.32 23.78
## [9625] 24.60 27.06 28.70 29.52 28.70 30.34 29.52 29.52 28.70 26.24 25.42 24.60
## [9637] 24.60 24.60 23.78 22.96 22.96 22.96 22.14 22.14 22.14 22.14 22.14 22.96
## [9649] 24.60 25.42 26.24 28.70 26.24 24.60 24.60 24.60 22.14 21.32 19.68 19.68
## [9661] 18.86 18.04 18.04 18.04 18.04 17.22 18.04 18.04 18.04 18.04 17.22 17.22
## [9673] 16.40 17.22 17.22 17.22 18.04 18.04 17.22 16.40 16.40 16.40 16.40 16.40
## [9685] 15.58 15.58 14.76 15.58 13.94 13.94 13.94 13.12 13.94 13.94 13.94 14.76
## [9697] 15.58 15.58 16.40 17.22 17.22 17.22 17.22 17.22 17.22 17.22 16.40 16.40
## [9709] 16.40 16.40 16.40 15.58 14.76 14.76 14.76 14.76 15.58 15.58 15.58 17.22
## [9721] 17.22 18.04 19.68 19.68 20.50 22.14 21.32 20.50 21.32 20.50 20.50 20.50
## [9733] 19.68 19.68 19.68 18.86 18.86 18.86 18.86 18.86 18.86 18.86 18.86 20.50
## [9745] 22.14 22.96 22.14 22.14 22.96 24.60 24.60 24.60 23.78 22.96 22.96 21.32
## [9757] 20.50 18.86 18.04 18.04 18.04 17.22 17.22 16.40 14.76 14.76 14.76 15.58
## [9769] 16.40 18.04 18.86 18.86 20.50 21.32 21.32 20.50 20.50 18.86 18.04 17.22
## [9781] 17.22 16.40 17.22 16.40 16.40 16.40 14.76 14.76 14.76 13.94 14.76 17.22
## [9793] 20.50 21.32 22.14 22.14 22.96 22.96 21.32 18.86 18.86 18.04 17.22 17.22
## [9805] 16.40 16.40 14.76 14.76 13.94 13.94 13.12 12.30 12.30 12.30 12.30 13.94
## [9817] 14.76 16.40 17.22 18.04 18.86 19.68 20.50 20.50 18.86 18.86 18.04 16.40
## [9829] 16.40 16.40 17.22 16.40 17.22 16.40 17.22 17.22 16.40 16.40 17.22 18.04
## [9841] 19.68 22.14 22.96 25.42 26.24 27.06 27.06 26.24 26.24 23.78 22.96 22.14
## [9853] 22.96 22.96 22.96 22.96 23.78 23.78 22.96 22.96 22.96 22.96 23.78 24.60
## [9865] 24.60 24.60 24.60 24.60 22.96 24.60 24.60 22.96 22.96 22.14 21.32 21.32
## [9877] 21.32 20.50 18.86 18.86 18.04 18.04 17.22 17.22 17.22 17.22 17.22 18.04
## [9889] 19.68 20.50 20.50 21.32 21.32 22.14 22.14 22.14 21.32 20.50 19.68 18.86
## [9901] 18.86 16.40 16.40 15.58 15.58 15.58 14.76 14.76 14.76 15.58 14.76 16.40
## [9913] 17.22 18.86 20.50 21.32 22.14 22.96 23.78 22.96 22.14 21.32 20.50 20.50
## [9925] 18.86 18.86 18.86 18.86 18.86 18.86 18.04 18.04 18.04 18.04 18.04 18.86
## [9937] 20.50 21.32 22.96 24.60 25.42 25.42 24.60 24.60 23.78 22.96 22.96 22.96
## [9949] 22.14 22.14 22.14 22.96 22.14 22.14 22.96 22.96 22.14 22.14 22.14 22.14
## [9961] 22.14 23.78 24.60 26.24 25.42 27.06 26.24 25.42 25.42 22.96 22.14 21.32
## [9973] 20.50 20.50 18.86 14.76 12.30 13.12 13.94 13.94 13.94 13.94 14.76 14.76
## [9985] 14.76 14.76 14.76 15.58 16.40 16.40 16.40 16.40 16.40 16.40 16.40 15.58
## [9997] 15.58 14.76 13.94 13.94 13.12 13.12 12.30 12.30 13.12 12.30 12.30 13.12
## [10009] 13.94 15.58 17.22 17.22 16.40 16.40 16.40 15.58 15.58 15.58 15.58 14.76
## [10021] 14.76 14.76 13.94 13.94 13.94 13.94 13.94 13.12 13.12 13.12 13.12 13.94
## [10033] 13.94 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 13.94
## [10045] 13.94 13.12 13.12 12.30 10.66 12.30 11.48 10.66 10.66 11.48 10.66 12.30
## [10057] 13.12 13.94 15.58 15.58 16.40 16.40 16.40 16.40 14.76 14.76 14.76 13.12
## [10069] 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30 12.30
## [10081] 12.30 13.12 13.94 14.76 14.76 15.58 15.58 14.76 13.94 13.94 13.12 13.12
## [10093] 12.30 11.48 10.66 9.84 9.84 9.84 9.02 9.02 9.02 9.02 8.20 9.02
## [10105] 10.66 12.30 13.12 13.12 13.94 14.76 13.94 13.94 13.12 13.12 12.30 12.30
## [10117] 12.30 12.30 12.30 12.30 11.48 11.48 11.48 11.48 11.48 10.66 10.66 10.66
## [10129] 10.66 11.48 13.12 13.12 13.12 13.12 13.12 13.12 13.12 13.12 12.30 13.12
## [10141] 13.12 12.30 11.48 11.48 12.30 12.30 12.30 12.30 12.30 11.48 12.30 13.12
## [10153] 13.12 14.76 16.40 18.04 18.04 18.04 17.22 16.40 16.40 15.58 15.58 14.76
## [10165] 13.94 13.94 13.94 13.12 13.12 13.12 13.12 12.30 10.66 10.66 13.12 13.94
## [10177] 14.76 16.40 18.04 18.86 18.86 18.86 18.86 17.22 17.22 13.94 14.76 13.94
## [10189] 13.94 13.12 13.12 12.30 13.12 12.30 10.66 11.48 9.84 10.66 13.12 14.76
## [10201] 16.40 16.40 19.68 21.32 22.14 21.32 22.14 20.50 18.04 18.86 18.04 16.40
## [10213] 15.58 14.76 13.94 13.94 13.12 13.94 13.12 12.30 12.30 12.30 13.12 14.76
## [10225] 16.40 18.86 20.50 22.14 24.60 22.96 22.14 22.14 21.32 19.68 18.04 18.04
## [10237] 17.22 17.22 17.22 16.40 16.40 16.40 16.40 15.58 15.58 16.40 17.22 18.04
## [10249] 19.68 21.32 22.96 24.60 23.78 22.96 22.96 22.96 21.32 22.14 21.32 22.14
## [10261] 21.32 22.14 21.32 18.04 14.76 14.76 14.76 13.94 13.12 13.12 13.12 13.12
## [10273] 12.30 13.12 13.94 13.94 15.58 16.40 15.58 13.94 13.94 13.12 12.30 12.30
## [10285] 10.66 10.66 10.66 9.84 9.84 9.84 9.02 9.02 9.84 9.84 11.48 12.30
## [10297] 13.12 13.12 13.94 14.76 14.76 14.76 13.94 13.12 13.12 12.30 12.30 12.30
## [10309] 11.48 9.84 10.66 10.66 10.66 10.66 11.48 12.30 12.30 12.30 12.30 13.12
## [10321] 13.12 13.94 14.76 15.58 15.58 15.58 14.76 14.76 14.76 13.94 13.94 13.12
## [10333] 13.12 13.12 13.12 12.30 12.30 12.30 12.30 12.30 12.30 12.30 13.12 13.94
## [10345] 13.94 15.58 16.40 17.22 17.22 17.22 17.22 14.76 13.94 14.76 14.76 13.94
## [10357] 13.12 13.12 12.30 10.66 10.66 10.66 9.84 9.84 9.84 9.84 10.66 13.94
## [10369] 14.76 15.58 16.40 17.22 17.22 17.22 16.40 15.58 14.76 13.94 13.94 13.12
## [10381] 13.12 12.30 12.30 12.30 11.48 12.30 12.30 11.48 11.48 11.48 12.30 13.12
## [10393] 13.94 15.58 16.40 16.40 16.40 17.22 16.40 15.58 14.76 14.76 14.76 14.76
## [10405] 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76
## [10417] 14.76 15.58 16.40 18.04 18.04 18.04 17.22 17.22 16.40 16.40 15.58 15.58
## [10429] 13.94 13.94 10.66 10.66 10.66 10.66 10.66 9.84 9.84 9.84 9.84 10.66
## [10441] 11.48 13.12 13.12 13.94 14.76 16.40 15.58 13.94 13.94 13.12 13.12 12.30
## [10453] 12.30 13.12 12.30 12.30 12.30 10.66 10.66 10.66 9.84 9.84 10.66 11.48
## [10465] 12.30 13.12 13.94 16.40 18.04 18.04 18.04 16.40 18.04 16.40 17.22 18.04
## [10477] 18.04 17.22 17.22 16.40 17.22 15.58 14.76 13.94 14.76 13.94 14.76 16.40
## [10489] 18.04 19.68 21.32 23.78 24.60 24.60 24.60 21.32 20.50 20.50 18.86 18.04
## [10501] 17.22 17.22 17.22 17.22 17.22 16.40 16.40 18.04 14.76 17.22 18.04 18.86
## [10513] 18.86 19.68 21.32 22.14 23.78 24.60 23.78 21.32 20.50 19.68 20.50 20.50
## [10525] 20.50 19.68 20.50 21.32 18.86 19.68 20.50 20.50 19.68 18.86 18.04 18.04
## [10537] 18.04 18.04 18.04 18.86 19.68 19.68 18.86 18.04 17.22 15.58 13.94 13.94
## [10549] 13.12 12.30 10.66 10.66 9.84 9.02 9.02 9.02 9.02 9.02 9.02 9.84
## [10561] 9.84 10.66 11.48 12.30 12.30 13.12 13.12 12.30 11.48 10.66 9.84 9.84
## [10573] 9.84 9.84 9.84 9.84 10.66 10.66 10.66 10.66 11.48 11.48 12.30 12.30
## [10585] 13.12 13.12 13.94 14.76 14.76 14.76 14.76 15.58 15.58 15.58 15.58 14.76
## [10597] 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 14.76 15.58 15.58
## [10609] 16.40 16.40 16.40 16.40 16.40 17.22 17.22 15.58 16.40 16.40 14.76 14.76
## [10621] 15.58 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40 16.40
## [10633] 16.40 16.40 16.40 15.58 15.58 14.76 14.76 14.76 14.76 15.58 14.76 14.76
## [10645] 14.76 14.76 14.76 14.76 15.58 15.58 15.58 15.58 15.58 15.58 17.22 17.22
## [10657] 18.04 18.86 18.04 18.04 20.50 20.50 20.50 19.68 18.86 21.32 18.86 18.86
## [10669] 20.50 18.86 18.86 17.22 16.40 14.76 13.94 13.94 13.94 13.94 13.94 13.94
## [10681] 14.76 14.76 14.76 15.58 15.58 15.58 15.58 13.12 13.12 13.12 13.12 13.12
## [10693] 12.30 12.30 12.30 11.48 11.48 10.66 10.66 10.66 10.66 10.66 10.66 11.48
## [10705] 12.30 13.12 13.94 13.94 13.94 13.94 13.94 13.12 13.12 12.30 12.30 12.30
## [10717] 12.30 11.48 11.48 11.48 10.66 10.66 10.66 10.66 10.66 9.84 9.84 11.48
## [10729] 13.12 13.94 14.76 14.76 14.76 14.76 13.94 13.12 13.12 12.30 12.30 11.48
## [10741] 10.66 10.66 9.02 9.02 9.02 8.20 8.20 8.20 6.56 8.20 8.20 9.84
## [10753] 10.66 13.12 14.76 14.76 16.40 16.40 15.58 13.94 14.76 13.94 13.12 12.30
## [10765] 11.48 11.48 12.30 10.66 10.66 9.84 9.84 10.66 9.84 9.84 10.66 10.66
## [10777] 13.12 13.94 15.58 15.58 16.40 17.22 16.40 16.40 15.58 14.76 14.76 14.76
## [10789] 14.76 14.76 14.76 13.94 13.94 13.94 13.94 13.94 13.94 13.94 14.76 14.76
## [10801] 14.76 14.76 15.58 15.58 15.58 15.58 15.58 15.58 15.58 14.76 15.58 14.76
## [10813] 16.40 14.76 15.58 15.58 15.58 14.76 14.76 15.58 14.76 14.76 15.58 16.40
## [10825] 15.58 16.40 16.40 16.40 16.40 17.22 16.40 16.40 16.40 17.22 17.22 17.22
## [10837] 17.22 17.22 18.04 18.04 18.04 17.22 17.22 15.58 14.76 14.76 15.58 16.40
## [10849] 18.04 19.68 19.68 20.50 18.86 18.86 18.04 16.40 15.58 15.58 14.76 14.76
## [10861] 13.94 13.94 12.30 12.30 11.48 10.66 9.84 10.66 9.84 10.66 9.84 11.48
## [10873] 13.12 16.40 16.40 17.22 17.22 17.22 17.22 16.40 15.58 15.58 14.76 13.94
## [10885] 13.94 13.12rentas_totales <-bd$rentas_totales
rentas_totales## [1] 16 40 32 13 1 1 2 3 8 14 36 56 84 94 106 110 93 67
## [19] 35 37 36 34 28 39 17 17 9 6 3 2 1 8 20 53 70 93
## [37] 75 59 74 76 65 53 30 22 31 9 8 5 2 1 3 30 64 154
## [55] 88 44 51 61 61 77 72 76 157 157 110 52 52 20 12 5 2 1
## [73] 2 4 36 94 179 100 42 57 78 97 63 65 83 212 182 112 54 48
## [91] 35 11 6 6 2 2 3 33 88 195 115 57 46 79 71 62 62 89
## [109] 190 169 132 89 43 42 19 11 4 2 1 4 36 95 219 122 45 59
## [127] 84 67 70 62 86 172 163 112 69 48 52 23 17 7 1 1 5 34
## [145] 84 210 134 63 67 59 73 50 72 87 187 123 95 51 39 36 15 25
## [163] 16 16 7 1 5 2 9 15 20 61 62 98 102 95 74 76 69 55
## [181] 30 28 37 34 22 25 12 11 4 1 1 1 6 10 19 49 49 83
## [199] 75 72 82 92 62 48 41 38 20 15 6 5 1 3 1 3 3 31
## [217] 77 188 94 31 30 52 54 47 45 74 178 155 95 74 38 24 18 12
## [235] 3 3 6 27 99 217 130 54 35 57 52 63 47 76 136 95 51 32
## [253] 20 29 19 7 6 1 5 16 54 128 81 39 35 55 49 44 49 68
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## [6103] 176 192 146 191 268 396 359 262 151 122 113 65 53 45 26 9 4 2
## [6121] 9 19 78 90 166 183 221 235 243 124 146 144 108 87 63 48 46 20
## [6139] 21 24 27 14 1 3 2 18 26 63 91 124 140 138 111 155 164 87
## [6157] 96 80 57 36 28 23 9 6 4 1 2 17 72 195 417 205 71 90
## [6175] 118 140 135 155 211 407 405 263 214 147 102 36 14 6 3 3 2 22
## [6193] 90 280 513 262 98 112 172 173 124 145 266 523 406 281 184 109 77 57
## [6211] 22 5 4 3 1 25 95 321 515 231 120 138 163 170 134 171 231 487
## [6229] 468 311 211 178 107 58 23 5 7 1 3 20 87 288 498 202 44 71
## [6247] 45 64 31 53 118 289 353 258 216 145 111 73 34 18 12 1 1 16
## [6265] 71 226 520 283 116 142 198 205 170 221 307 465 377 282 171 129 107 82
## [6283] 86 45 45 18 7 1 9 41 102 138 205 286 369 384 427 499 404 364
## [6301] 246 188 148 114 118 74 74 72 48 15 3 2 5 14 56 93 191 226
## [6319] 255 261 237 253 212 157 167 119 103 36 55 35 11 12 6 3 5 18
## [6337] 109 304 594 286 133 168 220 211 211 223 361 600 525 328 254 197 126 85
## [6355] 46 20 6 3 2 24 92 262 549 314 132 194 234 222 205 78 50 128
## [6373] 160 174 100 101 75 23 22 44 38 21 2 2 7 16 48 94 168 214
## [6391] 299 339 430 399 467 385 303 225 149 154 134 106 72 76 80 26 14 5
## [6409] 5 23 66 118 192 256 327 364 332 334 299 263 184 132 88 79 62 26
## [6427] 17 6 4 1 1 18 91 260 428 197 86 103 137 120 128 130 210 387
## [6445] 375 226 179 120 78 31 8 6 4 1 3 25 102 275 501 233 129 130
## [6463] 138 164 136 166 250 446 457 287 187 148 106 54 15 5 4 3 3 18
## [6481] 108 344 566 264 147 161 215 205 175 209 288 612 544 361 260 188 159 62
## [6499] 46 21 11 3 2 29 109 334 585 301 138 204 251 233 203 185 342 597
## [6517] 590 416 302 233 153 94 54 26 11 7 1 29 85 268 501 284 159 187
## [6535] 201 224 178 238 343 566 470 244 159 141 107 86 77 51 42 16 4 10
## [6553] 12 40 111 148 223 274 329 357 379 406 390 354 297 184 121 110 100 83
## [6571] 69 61 66 22 7 10 17 72 90 218 299 410 464 501 487 509 498 389
## [6589] 258 171 147 94 52 24 10 9 2 3 16 88 268 564 281 137 150 221
## [6607] 250 221 233 332 644 712 446 286 205 133 63 26 16 1 2 1 24 113
## [6625] 308 593 342 143 219 244 233 212 264 365 676 734 479 351 244 170 87 39
## [6643] 27 2 4 5 27 121 368 662 351 188 220 267 254 224 283 356 782 749
## [6661] 472 330 288 202 91 60 23 19 7 14 26 117 381 623 315 164 211 265
## [6679] 273 258 287 426 713 746 425 330 243 169 97 57 26 4 3 3 32 99
## [6697] 278 562 312 180 207 294 260 202 107 129 258 408 296 235 152 148 126 100
## [6715] 69 42 26 2 8 30 86 218 321 443 585 651 686 690 679 685 648 560
## [6733] 417 271 223 211 185 107 113 56 18 14 6 11 42 96 178 351 368 503
## [6751] 544 521 554 541 541 459 352 198 173 100 46 23 15 8 2 3 31 120
## [6769] 354 579 331 184 201 282 263 260 286 385 721 801 549 330 223 148 54 67
## [6787] 62 81 25 12 18 97 84 125 275 360 451 445 464 561 573 511 555 432
## [6805] 346 232 134 68 63 17 5 5 4 24 110 306 589 317 204 209 281 281
## [6823] 268 324 395 729 618 494 329 238 123 66 33 11 5 3 1 27 100 341
## [6841] 604 408 219 258 331 345 311 316 485 757 800 558 379 243 158 79 41 11
## [6859] 5 3 1 27 126 366 684 363 167 213 283 251 258 268 390 744 759 494
## [6877] 372 298 181 131 45 13 18 5 1 29 126 354 638 351 246 268 276 291
## [6895] 287 269 402 822 698 487 312 234 149 136 61 38 11 8 5 23 80 246
## [6913] 508 376 238 291 337 411 490 537 536 655 484 412 252 190 158 113 94 69
## [6931] 36 28 7 2 19 54 123 276 363 495 590 643 578 626 615 567 517 413
## [6949] 208 234 182 118 85 64 32 26 7 12 28 37 84 179 299 404 457 483
## [6967] 503 486 476 411 310 276 211 130 118 51 37 16 6 3 5 32 111 331
## [6985] 617 286 178 223 280 281 218 255 391 632 646 421 276 165 108 67 26 9
## [7003] 2 2 2 24 103 384 692 319 181 239 259 283 224 203 362 744 704 479
## [7021] 282 206 127 62 30 12 2 2 27 106 321 595 302 153 180 182 163 135
## [7039] 202 307 579 585 384 235 165 134 61 23 9 4 5 1 21 96 306 624
## [7057] 287 141 224 259 203 224 211 353 656 610 433 280 187 158 94 55 30 11
## [7075] 11 5 21 84 296 563 330 192 233 322 358 348 352 463 738 671 427 286
## [7093] 189 215 198 96 70 56 32 14 7 21 64 160 265 406 564 678 678 660
## [7111] 658 582 560 481 459 321 220 212 196 124 106 74 45 12 10 16 46 97
## [7129] 251 421 528 635 681 628 617 616 623 479 379 291 229 134 90 41 28 14
## [7147] 8 6 38 133 387 597 297 224 251 271 263 288 275 358 712 676 522 375
## [7165] 271 214 121 43 11 4 6 9 30 144 461 673 400 217 239 244 239 257
## [7183] 308 370 781 775 537 402 297 162 82 38 14 9 6 7 34 134 418 576
## [7201] 265 147 119 110 64 51 98 235 488 505 368 260 189 162 70 25 13 6
## [7219] 4 4 30 120 406 677 301 189 229 264 238 237 262 387 748 776 586 404
## [7237] 267 248 144 35 21 8 3 8 17 26 169 557 349 174 229 269 249 204
## [7255] 234 354 681 743 487 335 282 211 95 47 15 16 6 4 33 120 358 666
## [7273] 315 175 184 245 228 240 256 367 729 813 504 338 239 173 98 90 24 17
## [7291] 6 2 21 136 384 627 304 168 201 301 265 204 283 370 704 706 522 420
## [7309] 299 246 121 89 48 11 14 4 24 135 356 618 294 199 258 171 278 242
## [7327] 343 440 643 641 452 313 235 232 256 153 107 75 32 9 22 42 87 197
## [7345] 284 432 575 550 524 428 541 540 502 434 405 309 269 217 149 134 121 93
## [7363] 28 16 11 17 36 114 191 333 414 558 565 518 571 544 511 463 383 276
## [7381] 203 157 102 34 9 6 5 2 23 142 385 639 350 190 213 263 272 239
## [7399] 262 388 769 680 546 323 247 173 113 38 9 16 6 5 20 165 463 641
## [7417] 295 157 217 263 219 71 134 389 717 710 458 302 223 147 63 35 14 1
## [7435] 2 5 28 126 418 622 325 153 201 280 266 243 259 357 705 372 98 51
## [7453] 34 67 55 33 11 3 3 2 24 139 401 630 361 154 256 272 318 247
## [7471] 271 421 732 770 553 374 230 232 135 64 46 31 13 9 26 135 351 620
## [7489] 322 210 291 348 363 334 439 525 779 596 503 341 270 234 180 136 93 56
## [7507] 34 9 13 33 67 178 335 411 522 559 659 615 590 591 576 546 439 287
## [7525] 230 274 176 98 94 82 28 9 12 21 60 156 222 350 428 531 602 552
## [7543] 499 564 478 389 339 230 169 131 74 35 11 2 2 6 26 65 75 156
## [7561] 110 59 79 185 176 171 196 111 229 300 304 189 152 129 75 32 19 4
## [7579] 6 5 8 24 92 409 355 171 224 264 239 184 256 374 678 733 512 263
## [7597] 109 83 71 39 21 19 6 4 38 158 440 650 347 192 267 330 350 263
## [7615] 274 446 873 846 590 459 393 286 133 79 28 16 3 16 35 159 474 634
## [7633] 346 205 279 348 327 270 316 430 852 868 537 446 299 251 166 70 49 21
## [7651] 14 11 34 182 515 745 361 255 334 360 395 350 391 568 812 669 483 337
## [7669] 258 251 174 148 104 69 33 14 12 50 95 195 292 452 586 642 704 730
## [7687] 672 642 626 645 432 315 259 338 239 86 34 16 4 6 45 141 402 694
## [7705] 298 204 235 310 316 254 258 222 227 110 45 39 85 23 73 86 76 41
## [7723] 26 13 12 36 86 210 332 493 536 668 679 647 702 644 586 512 554 399
## [7741] 316 228 238 169 121 89 50 13 12 22 35 140 300 404 511 684 686 678
## [7759] 644 662 578 496 453 314 246 226 108 49 14 11 5 8 35 139 517 665
## [7777] 282 187 239 282 274 270 292 448 834 822 645 461 265 168 86 34 20 8
## [7795] 5 5 36 184 569 710 335 176 227 247 267 276 272 473 850 790 513 415
## [7813] 283 193 113 49 27 11 8 10 38 172 547 668 303 203 226 315 303 302
## [7831] 300 452 724 782 538 408 298 248 123 59 22 12 5 6 34 170 526 681
## [7849] 337 210 237 336 315 265 333 466 869 813 602 478 313 228 177 77 29 19
## [7867] 8 10 29 139 428 700 382 249 264 369 416 373 397 523 793 723 555 408
## [7885] 339 291 215 206 123 89 40 8 19 80 87 244 340 466 569 531 585 593
## [7903] 555 534 495 451 360 363 316 214 230 158 116 73 29 10 13 30 62 181
## [7921] 266 413 499 502 492 500 475 508 521 490 375 363 253 159 110 41 24 17
## [7939] 6 7 37 144 503 651 316 147 202 261 248 259 259 427 800 831 596 394
## [7957] 250 164 80 28 16 6 12 4 29 136 303 613 285 125 65 95 59 60
## [7975] 116 239 681 653 491 386 274 207 89 34 28 4 8 10 40 194 505 713
## [7993] 352 198 246 334 255 320 281 392 857 744 671 448 396 238 153 48 21 9
## [8011] 5 6 40 181 506 719 357 179 228 265 284 298 324 438 867 823 579 435
## [8029] 337 242 172 94 51 15 5 14 33 151 430 653 366 216 286 403 393 376
## [8047] 377 558 823 693 467 385 333 321 222 137 95 67 27 8 23 47 78 204
## [8065] 367 435 566 603 617 573 583 542 593 571 461 352 290 280 183 148 88 74
## [8083] 28 18 17 23 48 119 274 436 546 615 614 582 463 580 593 513 390 302
## [8101] 246 153 108 40 14 9 4 9 23 37 145 474 250 91 121 168 225 219
## [8119] 237 332 723 642 463 362 273 164 74 35 14 15 8 10 37 161 480 673
## [8137] 328 180 230 292 272 227 259 334 811 795 514 458 276 291 125 149 93 90
## [8155] 33 4 10 27 50 142 219 366 377 433 420 444 345 313 413 370 382 332
## [8173] 258 151 110 43 17 15 5 12 40 136 398 568 295 174 201 257 236 230
## [8191] 234 365 747 730 581 395 258 188 102 53 14 10 2 6 35 154 483 646
## [8209] 272 209 217 272 283 310 401 527 722 627 497 376 196 177 171 159 123 93
## [8227] 32 16 19 32 72 153 293 447 485 494 499 547 454 389 414 430 432 551
## [8245] 584 502 183 88 30 18 7 7 29 133 343 550 293 186 244 276 310 241
## [8263] 254 433 689 607 503 321 323 225 131 102 29 17 7 6 35 131 353 585
## [8281] 304 210 233 331 293 275 285 369 576 560 418 336 300 288 164 150 71 58
## [8299] 31 16 14 31 71 152 256 325 367 342 360 308 306 294 279 277 287 276
## [8317] 201 220 148 147 124 70 35 13 6 21 52 130 242 319 389 376 337 312
## [8335] 298 291 270 253 250 285 207 122 123 39 18 5 5 2 28 92 230 455
## [8353] 363 175 216 266 255 242 280 413 849 872 631 447 331 224 131 69 15 16
## [8371] 3 4 42 187 520 649 331 190 249 272 280 242 265 435 872 819 414 84
## [8389] 90 139 103 44 14 5 5 7 41 185 497 674 328 195 229 292 273 241
## [8407] 276 411 830 814 633 483 391 244 152 56 21 9 10 5 44 178 512 702
## [8425] 327 214 215 292 277 209 271 439 795 825 629 514 373 318 211 95 59 17
## [8443] 9 11 34 127 380 713 414 268 288 379 374 369 353 492 835 631 488 389
## [8461] 299 263 212 191 118 101 40 9 5 35 48 151 282 401 439 499 591 632
## [8479] 560 566 458 351 431 356 269 225 211 187 168 115 57 19 9 15 47 133
## [8497] 221 382 451 489 480 476 489 495 436 312 312 294 223 130 91 43 11 15
## [8515] 6 12 50 140 483 667 348 186 182 237 239 212 237 386 755 794 595 454
## [8533] 328 284 166 53 25 7 3 7 38 213 526 661 320 159 206 254 221 214
## [8551] 244 381 770 772 547 427 333 244 161 53 16 8 4 6 46 162 495 679
## [8569] 297 138 183 202 203 170 194 224 370 643 516 366 319 288 131 66 25 7
## [8587] 5 8 40 152 473 657 318 198 216 274 254 197 292 358 771 777 533 505
## [8605] 332 68 65 47 33 13 7 4 49 185 487 681 350 236 234 284 280 263
## [8623] 295 479 837 891 652 513 320 288 152 63 42 11 6 9 41 183 473 739
## [8641] 343 181 226 286 310 225 270 406 865 767 607 427 342 262 177 71 43 14
## [8659] 6 12 37 163 421 668 396 249 263 338 345 331 380 492 741 671 469 389
## [8677] 278 202 196 161 122 84 30 13 17 49 67 181 278 396 470 547 527 472
## [8695] 489 450 492 490 397 312 289 269 222 153 87 73 41 14 19 19 68 108
## [8713] 229 364 437 491 523 526 450 421 382 229 185 193 208 157 87 33 11 5
## [8731] 5 11 25 141 407 605 276 213 260 285 289 287 274 451 858 843 640 457
## [8749] 317 207 113 47 18 13 6 9 36 179 502 705 327 250 214 283 253 261
## [8767] 306 445 868 814 610 448 317 224 138 58 23 6 7 7 43 173 482 737
## [8785] 341 214 239 280 313 236 278 441 858 862 686 500 381 233 136 67 28 14
## [8803] 6 10 41 167 475 698 353 205 260 277 281 247 267 417 810 811 623 478
## [8821] 336 259 156 85 41 20 9 7 33 44 133 119 220 193 251 315 290 307
## [8839] 324 467 730 640 492 370 286 218 192 180 116 85 21 10 11 23 62 162
## [8857] 271 407 499 546 569 538 562 531 512 300 275 160 128 168 163 120 113 86
## [8875] 48 10 10 16 39 119 217 328 449 505 543 579 577 513 505 491 465 300
## [8893] 220 181 110 47 14 9 6 11 36 159 436 673 305 199 245 276 254 248
## [8911] 274 464 818 812 555 432 290 192 128 60 27 11 3 5 36 64 179 618
## [8929] 402 208 196 300 286 255 283 458 812 854 627 436 308 189 167 60 37 8
## [8947] 11 4 39 172 492 682 367 233 235 307 294 255 266 431 851 848 649 427
## [8965] 315 226 138 76 21 15 4 5 37 165 464 682 337 199 274 343 300 248
## [8983] 260 419 897 832 677 514 356 254 226 88 54 19 6 9 36 157 379 668
## [9001] 378 231 303 365 357 328 383 488 791 669 491 359 255 213 121 105 92 43
## [9019] 30 13 9 27 64 189 292 480 536 654 644 598 596 641 635 554 488 341
## [9037] 338 261 235 187 131 119 55 26 11 20 41 124 270 425 272 298 162 149
## [9055] 276 356 343 377 341 274 190 56 46 168 79 69 35 12 22 36 66 162
## [9073] 237 417 492 471 504 514 563 462 463 442 392 207 104 78 145 99 73 84
## [9091] 42 22 12 15 42 129 232 388 489 545 493 457 355 474 503 500 292 104
## [9109] 171 166 123 104 55 40 28 11 4 15 43 127 229 359 459 543 566 512
## [9127] 449 500 498 482 374 261 184 121 70 29 24 5 10 8 38 172 493 632
## [9145] 323 172 198 287 275 274 292 458 856 839 552 385 268 179 95 37 13 9
## [9163] 4 5 40 210 500 725 290 235 217 266 234 211 245 430 863 839 662 412
## [9181] 296 219 150 65 18 8 9 8 38 200 482 646 123 49 62 137 191 216
## [9199] 270 416 808 835 558 406 272 217 169 96 29 11 9 8 40 140 486 719
## [9217] 344 224 296 323 354 253 331 470 772 792 568 391 301 299 248 150 117 77
## [9235] 43 11 15 34 82 230 348 422 578 694 668 626 512 114 171 167 215 194
## [9253] 181 194 133 124 124 96 46 28 55 35 70 170 299 495 585 757 729 647
## [9271] 696 701 671 560 496 356 206 189 92 41 18 17 12 5 40 180 447 730
## [9289] 361 210 236 332 323 340 346 488 871 968 633 390 285 159 93 32 10 6
## [9307] 8 9 44 211 596 750 358 196 247 316 328 255 326 536 970 877 596 461
## [9325] 310 216 109 49 21 11 7 5 48 205 557 770 328 205 232 352 323 278
## [9343] 318 509 925 977 635 470 306 212 127 57 28 9 11 6 57 195 571 758
## [9361] 338 212 254 297 283 274 352 491 884 852 674 463 317 251 170 87 41 30
## [9379] 14 12 41 152 454 766 347 246 280 409 408 371 367 563 894 808 579 404
## [9397] 312 229 195 207 109 93 37 6 16 33 73 212 342 442 627 706 704 715
## [9415] 654 783 729 614 478 330 296 279 229 151 117 89 48 8 13 35 71 128
## [9433] 296 490 559 656 694 635 557 596 570 481 403 324 191 127 94 45 21 13
## [9451] 7 11 45 164 492 683 299 202 252 295 343 332 338 453 842 774 486 340
## [9469] 233 129 70 13 5 4 6 7 48 167 356 672 293 160 151 88 114 143
## [9487] 36 141 338 281 324 290 207 151 78 26 12 3 5 10 56 172 545 797
## [9505] 362 192 247 313 289 286 311 466 886 892 611 409 349 229 123 45 18 12
## [9523] 7 10 36 155 483 784 340 179 272 323 305 244 329 459 856 613 516 262
## [9541] 218 207 105 31 11 2 5 10 43 179 260 134 86 45 99 104 154 163
## [9559] 209 374 715 687 395 306 289 240 98 52 19 9 7 11 34 177 515 809
## [9577] 362 175 230 358 279 251 319 478 917 810 593 497 209 241 220 76 25 13
## [9595] 11 10 39 133 391 738 359 177 214 288 294 267 325 497 901 887 534 441
## [9613] 321 232 155 102 46 11 16 11 41 137 428 785 384 260 304 468 424 400
## [9631] 470 634 900 761 500 372 267 264 171 191 141 75 56 11 10 30 84 206
## [9649] 395 539 647 743 710 576 620 659 610 495 341 247 215 185 179 127 109 74
## [9667] 22 11 10 23 35 62 86 185 336 392 320 314 306 333 157 106 114 116
## [9685] 113 79 80 51 37 15 10 7 19 59 154 397 332 298 308 341 405 420
## [9703] 370 377 497 456 371 227 151 107 69 31 13 7 3 7 19 143 362 713
## [9721] 382 164 193 260 238 244 254 424 806 784 514 360 225 162 84 33 8 8
## [9739] 6 6 40 175 507 839 366 217 291 390 297 271 319 566 948 844 566 392
## [9757] 269 197 136 42 11 11 3 10 42 159 478 798 355 204 251 326 291 348
## [9775] 460 481 827 692 743 415 260 177 186 68 37 16 6 8 35 143 392 745
## [9793] 400 275 313 387 381 371 455 520 837 642 493 308 190 160 100 249 146 67
## [9811] 15 11 11 28 70 174 266 347 527 573 670 597 615 637 528 473 332 255
## [9829] 204 189 125 111 112 66 28 12 11 24 51 132 223 428 494 562 619 617
## [9847] 568 581 539 453 336 246 196 125 105 48 29 6 4 10 40 147 476 737
## [9865] 359 168 263 284 146 185 260 447 766 592 239 256 206 126 81 48 13 3
## [9883] 2 7 52 172 525 835 355 222 228 325 328 308 346 446 943 838 531 432
## [9901] 195 181 199 49 17 16 7 4 41 178 464 817 382 228 234 332 310 270
## [9919] 301 466 888 884 516 414 329 215 99 57 14 14 5 5 42 153 508 834
## [9937] 387 218 268 377 332 285 353 450 890 788 513 387 283 229 117 56 16 10
## [9955] 5 6 36 131 154 467 389 224 252 332 375 365 395 565 425 233 232 229
## [9973] 206 190 131 60 30 20 15 10 40 148 420 680 331 146 170 221 248 185
## [9991] 214 344 689 678 452 296 267 202 120 50 24 10 3 7 26 122 357 687
## [10009] 382 204 221 292 294 262 306 421 638 522 374 221 156 149 119 108 89 46
## [10027] 28 16 9 21 59 142 219 328 340 394 449 455 448 400 410 297 239 181
## [10045] 166 146 148 102 165 37 11 9 5 16 50 149 217 360 445 504 493 509
## [10063] 449 435 327 237 227 141 87 79 53 23 8 6 4 16 39 139 461 648
## [10081] 257 142 150 244 222 196 231 360 638 542 372 241 152 115 53 19 8 2
## [10099] 4 7 41 149 387 588 363 230 216 248 278 240 272 402 627 497 371 228
## [10117] 151 153 205 283 92 74 11 9 27 118 319 601 368 178 147 212 181 161
## [10135] 198 273 517 465 319 256 126 60 40 15 12 6 10 35 124 423 668 275
## [10153] 161 171 235 228 182 233 339 592 507 373 245 233 161 87 55 20 12 9
## [10171] 14 27 131 341 693 327 197 251 262 299 274 356 434 654 496 361 255 199
## [10189] 163 162 122 76 44 20 6 10 16 71 146 259 350 466 606 651 627 567
## [10207] 605 501 359 283 192 220 193 146 124 108 70 48 11 12 19 68 119 273
## [10225] 405 504 585 686 654 724 653 493 405 277 200 171 134 109 49 30 20 4
## [10243] 4 24 71 264 540 397 266 367 419 420 444 382 434 596 551 353 304 155
## [10261] 112 63 23 5 11 5 9 18 50 107 211 110 94 155 196 218 203 217
## [10279] 310 608 559 356 223 187 135 84 24 12 1 5 6 39 146 415 691 332
## [10297] 171 151 240 214 181 260 321 583 567 396 267 213 173 87 34 16 7 2
## [10315] 5 37 147 410 646 323 153 166 213 217 201 217 342 563 573 386 285 224
## [10333] 153 125 65 21 9 6 5 36 130 367 711 351 198 218 290 278 251 267
## [10351] 383 580 505 332 227 178 162 128 106 87 49 21 7 11 21 78 168 248
## [10369] 320 423 476 525 555 549 469 403 271 253 172 139 145 133 129 95 73 46
## [10387] 12 12 15 42 119 204 329 359 442 447 428 407 372 280 276 210 129 110
## [10405] 74 59 27 19 5 2 12 39 131 386 663 278 139 197 242 251 217 257
## [10423] 380 619 580 406 259 203 113 74 108 69 50 15 5 13 27 63 144 193
## [10441] 256 392 446 509 479 484 443 320 297 249 198 158 147 126 117 94 74 25
## [10459] 7 8 16 31 93 172 293 355 520 431 473 417 443 303 203 174 154 99
## [10477] 96 51 21 13 10 8 5 38 138 396 731 308 136 233 268 321 260 268
## [10495] 442 708 692 471 300 221 144 102 55 25 8 4 7 46 153 502 721 336
## [10513] 156 207 312 272 270 300 435 743 731 460 306 280 181 96 37 11 9 7
## [10531] 10 49 124 398 759 388 141 172 232 214 218 285 377 605 609 414 293 198
## [10549] 105 74 44 16 9 2 9 32 124 389 659 276 145 178 235 245 212 270
## [10567] 331 617 565 373 227 191 133 93 48 28 11 5 10 26 84 215 441 301
## [10585] 166 203 240 220 215 303 375 568 498 352 241 171 165 122 103 100 70 29
## [10603] 12 6 20 39 111 170 287 404 486 547 542 541 507 345 304 246 182 209
## [10621] 160 162 118 102 78 48 12 8 6 23 69 103 219 250 315 285 232 225
## [10639] 253 229 198 122 108 96 78 51 20 4 5 4 12 27 123 294 584 284
## [10657] 133 134 173 220 210 236 345 616 564 427 300 245 126 84 31 8 1 3
## [10675] 8 41 118 380 724 334 154 173 226 254 204 270 358 601 546 433 257 207
## [10693] 106 64 34 21 9 10 4 37 128 369 688 285 136 172 232 238 225 228
## [10711] 329 561 540 402 268 202 122 79 32 23 8 2 8 33 114 385 679 325
## [10729] 167 189 282 271 242 280 406 550 466 348 241 213 148 120 47 26 9 12
## [10747] 10 34 113 308 636 343 190 211 273 313 299 309 417 622 455 319 221 172
## [10765] 138 134 94 95 69 23 6 3 11 48 119 220 273 393 453 456 426 447
## [10783] 413 309 272 257 201 184 156 119 110 96 87 38 11 9 6 27 88 132
## [10801] 257 295 417 356 310 338 400 243 107 109 122 106 89 33 28 15 5 3
## [10819] 5 24 108 319 592 282 135 170 232 210 181 211 302 495 507 340 200 120
## [10837] 54 47 18 15 7 5 8 36 118 355 662 326 184 269 313 286 247 246
## [10855] 363 572 525 353 268 168 132 81 41 15 3 5 7 31 112 363 678 317
## [10873] 164 200 236 213 218 237 334 562 569 336 241 168 129 88plot(temperatura,rentas_totales, main="Influencia de la temperatura/rentas totales", xlab="Temperatura (C)", ylab= "Rentas Totales")
Generar regresión lineal
regresion <- lm (rentas_totales ~hora + dia + mes + año + dia_de_la_semana + temperatura + sensacion_termica + estacion + dia_de_la_semana + asueto + temperatura + sensacion_termica + humedad + velocidad_del_viento, data=bd)
summary (regresion)##
## Call:
## lm(formula = rentas_totales ~ hora + dia + mes + año + dia_de_la_semana +
## temperatura + sensacion_termica + estacion + dia_de_la_semana +
## asueto + temperatura + sensacion_termica + humedad + velocidad_del_viento,
## data = bd)
##
## Residuals:
## Min 1Q Median 3Q Max
## -305.52 -93.64 -27.70 61.85 649.10
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1.661e+05 5.496e+03 -30.217 < 2e-16 ***
## hora 7.735e+00 2.070e-01 37.368 < 2e-16 ***
## dia 3.844e-01 2.482e-01 1.549 0.12150
## mes 9.996e+00 1.682e+00 5.943 2.89e-09 ***
## año 8.258e+01 2.732e+00 30.225 < 2e-16 ***
## dia_de_la_semana 4.393e-01 6.918e-01 0.635 0.52545
## temperatura 1.582e+00 1.038e+00 1.524 0.12752
## sensacion_termica 4.748e+00 9.552e-01 4.971 6.76e-07 ***
## estacion -7.774e+00 5.177e+00 -1.502 0.13324
## asueto -4.864e+00 8.365e+00 -0.582 0.56089
## humedad -2.115e+00 7.884e-02 -26.827 < 2e-16 ***
## velocidad_del_viento 5.582e-01 1.809e-01 3.086 0.00203 **
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 141.7 on 10874 degrees of freedom
## Multiple R-squared: 0.3891, Adjusted R-squared: 0.3885
## F-statistic: 629.6 on 11 and 10874 DF, p-value: < 2.2e-16Evaluar, y en caso necesario ajustar, la regresión lineal
regresion <- lm (rentas_totales ~hora + mes + año + sensacion_termica + humedad + velocidad_del_viento, data=bd)
summary (regresion)##
## Call:
## lm(formula = rentas_totales ~ hora + mes + año + sensacion_termica +
## humedad + velocidad_del_viento, data = bd)
##
## Residuals:
## Min 1Q Median 3Q Max
## -308.60 -93.85 -28.34 61.05 648.09
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) -1.662e+05 5.496e+03 -30.250 < 2e-16 ***
## hora 7.734e+00 2.070e-01 37.364 < 2e-16 ***
## mes 7.574e+00 4.207e-01 18.002 < 2e-16 ***
## año 8.266e+01 2.732e+00 30.258 < 2e-16 ***
## sensacion_termica 6.172e+00 1.689e-01 36.539 < 2e-16 ***
## humedad -2.121e+00 7.858e-02 -26.988 < 2e-16 ***
## velocidad_del_viento 6.208e-01 1.771e-01 3.506 0.000457 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 141.7 on 10879 degrees of freedom
## Multiple R-squared: 0.3886, Adjusted R-squared: 0.3883
## F-statistic: 1153 on 6 and 10879 DF, p-value: < 2.2e-16Construir Modelo Predictivo
datos_nuevos <-data.frame(hora=12, mes=1:12, año=2013, sensacion_termica=24, humedad=62, velocidad_del_viento=13)
predict(regresion,datos_nuevos)## 1 2 3 4 5 6 7 8
## 279.1478 286.7215 294.2952 301.8690 309.4427 317.0164 324.5901 332.1638
## 9 10 11 12
## 339.7375 347.3112 354.8849 362.4587Conclusiones:
Con esta base de datos logramos realizar un modelo predictivo utilizando la herramienta de regresión lineal, para lo cual primeramente se tuvo que comprender la base de datos donde creamos una tabla viendo como la temperatura influía en las rentas totales. En este caso podemos concluir que era mayor la renta de bicicletas cuando las temperaturas estaban entre los 20-30 grados. Sin embargo, en el modelo predictivo construido, se obtuvo que el mes 12, òsea diciembre, sería el mes con mayores rentas al tomar en cuenta la regresión lineal realizada con las variables de sensación térmica, humedad, hora, mes y año seleccionadas.
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