Relación multivariable entre la Liberación Involuntaria de Barriles, la Recuperación de Líquido y los Costos de Mercancias Perdidas en Operaciones Petroleras
Grupo 1
Modelo de Regresión Multiple
0. Carga de librerías
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(scatterplot3d)
library(gt)
library(htmltools)1. Carga de datos
setwd("/cloud/project/")
datos <- read.csv("DerramesEEUU.csv", header = TRUE, sep=";" , dec=",", na.strings = "-")2. Selección de tres variables (Causa y Efecto)
Causa y efecto
Se eligió la Liberación Involuntaria de Barriles (\(y\)) como variable dependiente por ser el indicador crítico del derrame. Como variables independientes se seleccionaron la Pérdida Neta (\(x_1\)) y los Costos de Respuesta de Emergencia (\(x_2\)), debido a que un mayor volumen de hidrocarburo perdido incrementa directamente los recursos y costos operativos necesarios para su mitigación.
# Definición teórica de causa y efecto
y <- as.numeric(datos$LiberacionInvoluntariaBarriles)
x1 <- as.numeric(datos$PerdidaNetaBarriles)
x2 <- as.numeric(datos$CostosRespuestaEmergencia)
datos_interes <- data.frame(y, x1, x2)
cat("Tamaño muestral inicial = ", nrow(datos_interes))## Tamaño muestral inicial = 27603. Tabla de Tripleta de Valores
calcular_limites <- function(x) {
lim_inf <- quantile(x, 0.01, na.rm = TRUE)
lim_sup <- quantile(x, 0.99, na.rm = TRUE)
return(list(inf = lim_inf, sup = lim_sup))
}
lim_LINB <- calcular_limites(datos_interes$y)
lim_PNB <- calcular_limites(datos_interes$x1)
lim_CRE <- calcular_limites(datos_interes$x2)
TTP <- datos_interes %>%
filter(
y >= lim_LINB$inf, y <= lim_LINB$sup,
x1 >= lim_PNB$inf, x1 <= lim_PNB$sup,
x2 >= lim_CRE$inf, x2 <= lim_CRE$sup
)
cat("Tamaño muestral depurado del modelo = ", nrow(TTP))## Tamaño muestral depurado del modelo = 2698# Tabla interactiva con gt
tabla_ttp <- TTP %>%
gt() %>%
cols_align(align = "center", columns = everything()) %>%
fmt_number(columns = everything(), decimals = 2) %>%
tab_header(
title = md("*Tabla N°1*"),
subtitle = md("*Tripleta de valores de Liberación Involuntaria (y), Pérdida Neta (x1) y Costos de Emergencia (x2)*")
) %>%
tab_source_note(
source_note = md(paste0("**Nota:** Tamaño muestral n = ", nrow(TTP), " observaciones."))
)
div(style = "height:400px; overflow-y:auto;", tabla_ttp)| Tabla N°1 | ||
| Tripleta de valores de Liberación Involuntaria (y), Pérdida Neta (x1) y Costos de Emergencia (x2) | ||
| y | x1 | x2 |
|---|---|---|
| 0.24 | 0.17 | 0.00 |
| 1,700.00 | 1.00 | 0.00 |
| 0.36 | 0.36 | 0.00 |
| 1.31 | 1.31 | 1,000.00 |
| 0.36 | 0.12 | 400.00 |
| 4.00 | 0.00 | 2,445.00 |
| 0.60 | 0.60 | 10,999.00 |
| 2.00 | 0.00 | 2,000.00 |
| 7.88 | 0.80 | 15,000.00 |
| 33.80 | 33.80 | 0.00 |
| 0.23 | 0.00 | 3,500.00 |
| 7.52 | 7.52 | 12,400.00 |
| 14.00 | 0.00 | 5,000.00 |
| 2.00 | 2.00 | 2,000.00 |
| 3.00 | 0.01 | 15,000.00 |
| 1.00 | 1.00 | 3,790.00 |
| 0.71 | 0.00 | 540.00 |
| 1.70 | 1.70 | 0.00 |
| 0.24 | 0.24 | 4,000.00 |
| 1.00 | 1.00 | 0.00 |
| 3.00 | 0.00 | 7,971.00 |
| 0.50 | 0.50 | 1,863.00 |
| 0.50 | 0.00 | 2,500.00 |
| 0.24 | 0.00 | 2,500.00 |
| 920.00 | 121.00 | 1,800,000.00 |
| 0.98 | 0.98 | 0.00 |
| 2.00 | 2.00 | 7,872.00 |
| 15.00 | 5.00 | 5,589.00 |
| 0.48 | 0.48 | 1,000.00 |
| 85.00 | 0.00 | 30,000.00 |
| 20.00 | 20.00 | 0.00 |
| 241.00 | 241.00 | 0.00 |
| 0.10 | 0.00 | 145,736.00 |
| 0.00 | 0.00 | 0.00 |
| 288.50 | 288.50 | 0.00 |
| 48.00 | 42.88 | 70,000.00 |
| 0.53 | 0.53 | 0.00 |
| 0.50 | 0.50 | 0.00 |
| 6.20 | 6.20 | 5,000.00 |
| 5.00 | 3.00 | 0.00 |
| 48.00 | 0.00 | 100,000.00 |
| 0.29 | 0.29 | 2,659.00 |
| 12.00 | 0.00 | 5,500.00 |
| 1.00 | 1.00 | 3,000.00 |
| 0.12 | 0.00 | 1,500.00 |
| 2.40 | 2.40 | 2,520.00 |
| 4.00 | 0.00 | 2,500.00 |
| 0.76 | 0.76 | 630.00 |
| 2.30 | 2.30 | 0.00 |
| 0.48 | 0.36 | 2,000.00 |
| 8.19 | 0.00 | 25,000.00 |
| 8.36 | 8.36 | 0.00 |
| 3.00 | 3.00 | 0.00 |
| 406.00 | 406.00 | 0.00 |
| 2.50 | 0.00 | 31,813.00 |
| 0.02 | 0.02 | 35,946.00 |
| 1.00 | 1.00 | 0.00 |
| 0.67 | 0.00 | 1,000.00 |
| 1.70 | 1.70 | 0.00 |
| 4.10 | 4.10 | 15,000.00 |
| 4.46 | 4.46 | 7,000.00 |
| 87.00 | 87.00 | 10,000.00 |
| 6.76 | 0.00 | 105,000.00 |
| 2,530.00 | 2,530.00 | 975.00 |
| 0.36 | 0.36 | 41,800.00 |
| 1.00 | 1.00 | 100.00 |
| 20.00 | 0.00 | 19,083.00 |
| 4.00 | 0.00 | 57,000.00 |
| 0.89 | 0.89 | 0.00 |
| 33.00 | 33.00 | 3,000.00 |
| 4.88 | 4.88 | 0.00 |
| 40.00 | 16.00 | 44,678.00 |
| 3.00 | 0.00 | 200,000.00 |
| 2.00 | 0.00 | 30,000.00 |
| 1.00 | 0.00 | 50,000.00 |
| 23.00 | 23.00 | 3,400.00 |
| 79.00 | 0.00 | 100,000.00 |
| 0.38 | 0.38 | 0.00 |
| 1,967.00 | 1,967.00 | 1,500.00 |
| 50.00 | 50.00 | 1,000.00 |
| 3.57 | 0.00 | 4,500.00 |
| 15.00 | 15.00 | 1,000.00 |
| 2.00 | 2.00 | 1,000.00 |
| 1.00 | 1.00 | 5,000.00 |
| 1,250.00 | 1,035.00 | 101,501.00 |
| 80.00 | 80.00 | 9,700.00 |
| 0.35 | 0.35 | 31,650.00 |
| 3.43 | 3.43 | 5,000.00 |
| 120.00 | 79.00 | 230,000.00 |
| 1,669.00 | 1,659.00 | 110,000.00 |
| 0.70 | 0.70 | 15,000.00 |
| 0.48 | 0.00 | 0.00 |
| 2.62 | 0.00 | 0.00 |
| 3.26 | 3.26 | 40,000.00 |
| 4.00 | 3.00 | 100,000.00 |
| 100.00 | 100.00 | 212,385.00 |
| 0.35 | 0.35 | 0.00 |
| 700.00 | 2.00 | 7,500.00 |
| 0.16 | 0.00 | 0.00 |
| 85.00 | 85.00 | 0.00 |
| 83.00 | 83.00 | 25,000.00 |
| 50.00 | 50.00 | 12,000.00 |
| 0.48 | 0.00 | 0.00 |
| 1.43 | 1.43 | 20,000.00 |
| 360.00 | 360.00 | 1,500.00 |
| 300.00 | 32.00 | 0.00 |
| 38.00 | 14.00 | 15,000.00 |
| 100.00 | 100.00 | 15,000.00 |
| 56.00 | 56.00 | 250,000.00 |
| 45.00 | 45.00 | 1,000,000.00 |
| 10.00 | 10.00 | 13,000.00 |
| 0.60 | 0.00 | 3,000.00 |
| 0.29 | 0.00 | 1,900.00 |
| 20.00 | 0.00 | 6,977.00 |
| 500.00 | 500.00 | 450,000.00 |
| 40.00 | 2.00 | 9,940.00 |
| 1.00 | 1.00 | 0.00 |
| 4.00 | 0.43 | 0.00 |
| 0.50 | 0.00 | 12,000.00 |
| 0.01 | 0.00 | 27,000.00 |
| 3,104.00 | 3,104.00 | 49,093.00 |
| 0.50 | 0.50 | 0.00 |
| 0.45 | 0.00 | 1,000.00 |
| 5.00 | 0.00 | 0.00 |
| 0.00 | 0.00 | 10,500.00 |
| 2.40 | 0.00 | 160,080.00 |
| 1.00 | 1.00 | 10,000.00 |
| 35.00 | 0.00 | 30,000.00 |
| 0.20 | 0.20 | 0.00 |
| 1.70 | 0.80 | 120,000.00 |
| 200.00 | 80.00 | 2,835.00 |
| 0.00 | 0.00 | 0.00 |
| 1,000.00 | 530.00 | 5,546.00 |
| 30.00 | 10.00 | 1,000.00 |
| 0.16 | 0.00 | 0.00 |
| 0.23 | 0.23 | 1,350.00 |
| 803.00 | 627.00 | 0.00 |
| 100.00 | 100.00 | 96,446.00 |
| 5.00 | 0.00 | 325,000.00 |
| 3.06 | 3.06 | 10,000.00 |
| 600.00 | 304.00 | 200,000.00 |
| 100.00 | 100.00 | 20,000.00 |
| 0.23 | 0.00 | 135,935.00 |
| 0.50 | 0.50 | 5,150.00 |
| 10.00 | 10.00 | 5,000.00 |
| 1.50 | 1.50 | 0.00 |
| 222.00 | 0.00 | 96,753.00 |
| 5.23 | 5.23 | 0.00 |
| 0.23 | 0.23 | 0.00 |
| 140.00 | 55.00 | 10,000.00 |
| 656.00 | 656.00 | 0.00 |
| 20.00 | 0.00 | 3,000.00 |
| 0.48 | 0.00 | 2,750.00 |
| 3.60 | 3.60 | 500.00 |
| 183.00 | 2.00 | 10,000.00 |
| 2.00 | 2.00 | 10,000.00 |
| 228.00 | 205.00 | 65,000.00 |
| 0.12 | 0.12 | 6,000.00 |
| 204.00 | 15.00 | 1,745,562.00 |
| 6.30 | 6.30 | 0.00 |
| 2.70 | 0.00 | 3,800.00 |
| 0.60 | 0.20 | 5,000.00 |
| 0.24 | 0.00 | 0.00 |
| 20.00 | 20.00 | 0.00 |
| 2,184.00 | 1,990.00 | 240,000.00 |
| 0.36 | 0.36 | 3,000.00 |
| 0.44 | 0.44 | 0.00 |
| 131.00 | 0.00 | 100,000.00 |
| 4.00 | 0.00 | 600.00 |
| 1.00 | 0.75 | 0.00 |
| 3.00 | 3.00 | 25,000.00 |
| 1.00 | 0.50 | 0.00 |
| 0.01 | 0.00 | 53,360.00 |
| 9.29 | 0.00 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 3.00 | 3.00 | 4,321.00 |
| 1.50 | 0.00 | 2,850.00 |
| 0.36 | 0.36 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 26.00 | 6.00 | 26,000.00 |
| 0.53 | 0.53 | 0.00 |
| 27.40 | 0.00 | 40,000.00 |
| 0.24 | 0.24 | 0.00 |
| 0.24 | 0.24 | 15,000.00 |
| 20.00 | 5.00 | 250,000.00 |
| 590.00 | 290.00 | 50,000.00 |
| 2.00 | 2.00 | 500.00 |
| 0.12 | 0.00 | 0.00 |
| 5.00 | 5.00 | 0.00 |
| 60.00 | 2.00 | 10,500.00 |
| 1,958.00 | 1,905.00 | 2,000.00 |
| 3,784.00 | 2,237.00 | 1,800,000.00 |
| 25.00 | 0.00 | 75,000.00 |
| 0.30 | 0.00 | 0.00 |
| 0.20 | 0.20 | 1,500.00 |
| 3.68 | 0.00 | 10,000.00 |
| 0.20 | 0.20 | 25,000.00 |
| 1.50 | 1.50 | 0.00 |
| 0.00 | 0.00 | 0.00 |
| 2.38 | 0.00 | 2,800.00 |
| 22.00 | 1.00 | 15,060.00 |
| 35.00 | 0.00 | 65,227.00 |
| 20.00 | 0.00 | 50,000.00 |
| 4.00 | 0.00 | 0.00 |
| 25.00 | 0.00 | 0.00 |
| 0.70 | 0.00 | 2,700.00 |
| 0.00 | 0.00 | 0.00 |
| 0.02 | 0.00 | 25,000.00 |
| 10.52 | 2.62 | 12,000.00 |
| 0.24 | 0.00 | 50,000.00 |
| 0.23 | 0.00 | 1,500.00 |
| 1.00 | 0.00 | 0.00 |
| 0.38 | 0.00 | 0.00 |
| 1,030.00 | 535.00 | 524,000.00 |
| 60.00 | 1.00 | 3,400.00 |
| 1.90 | 0.47 | 10,000.00 |
| 4.83 | 4.83 | 1,440.00 |
| 29.00 | 0.00 | 1,096.00 |
| 40.00 | 0.00 | 22,550.00 |
| 23.00 | 1.00 | 84,345.00 |
| 595.00 | 324.00 | 497,010.00 |
| 2,490.00 | 0.00 | 0.00 |
| 28.00 | 28.00 | 0.00 |
| 0.24 | 0.24 | 500.00 |
| 11.90 | 5.95 | 1,500.00 |
| 0.14 | 0.14 | 0.00 |
| 0.50 | 0.50 | 50.00 |
| 21.00 | 21.00 | 0.00 |
| 1.50 | 1.50 | 0.00 |
| 3.20 | 3.20 | 120.00 |
| 1.11 | 1.11 | 120.00 |
| 2.00 | 2.00 | 120.00 |
| 30.00 | 30.00 | 0.00 |
| 0.85 | 0.85 | 0.00 |
| 0.85 | 0.85 | 0.00 |
| 20.00 | 7.00 | 750.00 |
| 20.00 | 20.00 | 0.00 |
| 3.99 | 3.99 | 0.00 |
| 3.44 | 3.44 | 0.00 |
| 0.74 | 0.74 | 100.00 |
| 2.60 | 2.60 | 100.00 |
| 4.50 | 4.50 | 0.00 |
| 0.95 | 0.95 | 0.00 |
| 11.00 | 11.00 | 155.00 |
| 15.00 | 9.00 | 20,000.00 |
| 0.94 | 0.00 | 35,000.00 |
| 0.12 | 0.00 | 0.00 |
| 0.22 | 0.00 | 2,000.00 |
| 84.00 | 1.00 | 5,849.00 |
| 440.00 | 195.00 | 5,000.00 |
| 0.24 | 0.05 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 116.00 | 76.00 | 5,000.00 |
| 150.00 | 20.00 | 500.00 |
| 20.00 | 18.00 | 7,500.00 |
| 0.36 | 0.36 | 100.00 |
| 0.74 | 0.00 | 0.00 |
| 0.50 | 0.00 | 3,000.00 |
| 0.48 | 0.00 | 0.00 |
| 1.20 | 0.00 | 3,623.00 |
| 0.19 | 0.19 | 0.00 |
| 20.00 | 20.00 | 500.00 |
| 1.00 | 0.00 | 70,000.00 |
| 482.00 | 432.00 | 149,000.00 |
| 1,000.00 | 995.00 | 3,000.00 |
| 0.55 | 0.00 | 500.00 |
| 3.75 | 3.75 | 0.00 |
| 0.17 | 0.00 | 0.00 |
| 0.36 | 0.36 | 0.00 |
| 4.00 | 0.00 | 2,500.00 |
| 5.95 | 0.00 | 40,000.00 |
| 4.50 | 0.00 | 500.00 |
| 5.00 | 0.00 | 500.00 |
| 0.50 | 0.00 | 1,500.00 |
| 0.19 | 0.00 | 500.00 |
| 1.00 | 0.02 | 17,000.00 |
| 100.00 | 0.00 | 1,000.00 |
| 2.00 | 0.00 | 1,000.00 |
| 1,855.00 | 0.00 | 26,500.00 |
| 0.24 | 0.00 | 1,000.00 |
| 0.71 | 0.00 | 2,000.00 |
| 0.02 | 0.02 | 0.00 |
| 0.70 | 0.00 | 380.00 |
| 0.48 | 0.00 | 2,000.00 |
| 0.12 | 0.00 | 0.00 |
| 3.00 | 1.33 | 3,000.00 |
| 508.00 | 8.00 | 40,000.00 |
| 0.76 | 0.00 | 0.00 |
| 31.00 | 4.00 | 17,221.00 |
| 30.00 | 0.00 | 6,000.00 |
| 0.35 | 0.00 | 500.00 |
| 0.23 | 0.00 | 0.00 |
| 1.90 | 0.00 | 200.00 |
| 115.00 | 70.00 | 340,000.00 |
| 0.24 | 0.00 | 800.00 |
| 1.00 | 0.75 | 1,000.00 |
| 0.60 | 0.00 | 0.00 |
| 0.12 | 0.00 | 4,000.00 |
| 0.83 | 0.00 | 5,000.00 |
| 0.12 | 0.00 | 0.00 |
| 1.42 | 0.42 | 2,000.00 |
| 0.95 | 0.12 | 1,000.00 |
| 168.00 | 93.00 | 1,000.00 |
| 0.12 | 0.00 | 0.00 |
| 0.12 | 0.00 | 0.00 |
| 1.79 | 0.89 | 10,000.00 |
| 0.36 | 0.00 | 0.00 |
| 0.24 | 0.00 | 200.00 |
| 1.19 | 0.09 | 5,000.00 |
| 0.35 | 0.00 | 0.00 |
| 15.00 | 0.00 | 20,000.00 |
| 250.00 | 250.00 | 130,000.00 |
| 0.71 | 0.00 | 125.00 |
| 5.95 | 0.00 | 13,000.00 |
| 0.71 | 0.71 | 0.00 |
| 262.00 | 20.00 | 5,000.00 |
| 0.24 | 0.00 | 6,000.00 |
| 3,117.00 | 3,117.00 | 255,000.00 |
| 0.00 | 0.00 | 0.00 |
| 2.00 | 0.00 | 8,682.00 |
| 0.14 | 0.00 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 0.50 | 0.30 | 0.00 |
| 0.12 | 0.12 | 600.00 |
| 2.50 | 2.50 | 0.00 |
| 239.00 | 19.00 | 15,000.00 |
| 3.00 | 3.00 | 5,000.00 |
| 2.00 | 0.00 | 0.00 |
| 70.00 | 0.50 | 0.00 |
| 1.00 | 0.88 | 0.00 |
| 10.00 | 2.00 | 0.00 |
| 1.09 | 1.09 | 750.00 |
| 15.00 | 5.00 | 0.00 |
| 10.00 | 8.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 0.24 | 0.24 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 4.50 | 0.50 | 0.00 |
| 0.71 | 0.71 | 0.00 |
| 10.00 | 0.00 | 5,000.00 |
| 0.60 | 0.60 | 10,000.00 |
| 0.60 | 0.60 | 4,500.00 |
| 125.00 | 0.00 | 700,000.00 |
| 17.00 | 5.00 | 3,000.00 |
| 3.00 | 0.17 | 7,550.00 |
| 3.00 | 0.00 | 2,500.00 |
| 15.67 | 15.67 | 5,000.00 |
| 1.00 | 0.00 | 1,000.00 |
| 0.95 | 0.00 | 2,500.00 |
| 3.49 | 3.49 | 0.00 |
| 2.00 | 2.00 | 0.00 |
| 25.00 | 25.00 | 2,000.00 |
| 6.00 | 1.00 | 0.00 |
| 0.50 | 0.50 | 0.00 |
| 210.00 | 200.00 | 500.00 |
| 3.00 | 3.00 | 2,066.00 |
| 0.23 | 0.23 | 0.00 |
| 6.00 | 3.00 | 18,000.00 |
| 1.50 | 1.50 | 5,000.00 |
| 1.00 | 1.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 75.00 | 15.00 | 10,000.00 |
| 3.00 | 0.00 | 6,000.00 |
| 1.00 | 0.50 | 500.00 |
| 1.00 | 0.80 | 0.00 |
| 8.00 | 1.00 | 1,000.00 |
| 90.00 | 0.00 | 120,000.00 |
| 10.00 | 0.00 | 10,000.00 |
| 4.25 | 0.25 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 12.00 | 12.00 | 0.00 |
| 0.60 | 0.00 | 0.00 |
| 0.23 | 0.00 | 150.00 |
| 0.95 | 0.00 | 5,500.00 |
| 1.19 | 0.00 | 4,500.00 |
| 75.00 | 11.00 | 67,207.00 |
| 0.48 | 0.00 | 3,003.00 |
| 38.50 | 0.00 | 50,000.00 |
| 0.17 | 0.17 | 0.00 |
| 0.24 | 0.04 | 50,000.00 |
| 1.00 | 0.50 | 0.00 |
| 7.00 | 2.00 | 812.00 |
| 0.19 | 0.00 | 1,026.00 |
| 198.00 | 2.00 | 11,470.00 |
| 75.00 | 17.00 | 15,715.00 |
| 100.00 | 10.00 | 15,000.00 |
| 0.52 | 0.00 | 0.00 |
| 3.00 | 0.00 | 5,000.00 |
| 0.19 | 0.00 | 500.00 |
| 0.24 | 0.03 | 1,800.00 |
| 1.00 | 1.00 | 300.00 |
| 2.00 | 2.00 | 1,952.00 |
| 0.12 | 0.00 | 0.00 |
| 0.24 | 0.00 | 1,500.00 |
| 1.00 | 1.00 | 0.00 |
| 1.00 | 1.00 | 1,598.00 |
| 200.00 | 200.00 | 1,400.00 |
| 25.00 | 25.00 | 5,000.00 |
| 0.23 | 0.03 | 0.00 |
| 3.00 | 3.00 | 2,520.00 |
| 2.00 | 2.00 | 2,500.00 |
| 0.10 | 0.10 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 2.00 | 0.50 | 22,457.00 |
| 2.00 | 2.00 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 0.87 | 0.00 | 10,000.00 |
| 88.10 | 2.40 | 0.00 |
| 4.00 | 1.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 0.14 | 0.14 | 0.00 |
| 3.00 | 2.00 | 0.00 |
| 1.00 | 1.00 | 8,012.00 |
| 5.00 | 3.00 | 215,000.00 |
| 1.30 | 1.30 | 0.00 |
| 70.00 | 0.00 | 0.00 |
| 60.00 | 10.00 | 184,745.00 |
| 10.00 | 0.00 | 0.00 |
| 8.00 | 2.00 | 5,634.00 |
| 304.00 | 91.00 | 97,534.00 |
| 4.14 | 0.00 | 0.00 |
| 38.00 | 0.00 | 257,250.00 |
| 0.24 | 0.24 | 0.00 |
| 13.00 | 3.00 | 2,382.00 |
| 2.00 | 2.00 | 900.00 |
| 0.12 | 0.12 | 125.00 |
| 0.12 | 0.12 | 400.00 |
| 10.00 | 2.00 | 783.00 |
| 0.24 | 0.00 | 0.00 |
| 5.00 | 5.00 | 9,106.00 |
| 3.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 300.00 |
| 0.24 | 0.00 | 0.00 |
| 0.50 | 0.50 | 1,000.00 |
| 4.50 | 0.00 | 1,500.00 |
| 1,100.00 | 0.00 | 0.00 |
| 14.00 | 0.00 | 50,000.00 |
| 41.64 | 0.00 | 43,000.00 |
| 1.21 | 0.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 20.00 | 20.00 | 0.00 |
| 19.86 | 19.86 | 0.00 |
| 0.36 | 0.00 | 125.00 |
| 9.00 | 0.00 | 700.00 |
| 0.00 | 0.00 | 100,000.00 |
| 3.00 | 0.00 | 1,500.00 |
| 125.00 | 0.00 | 8,400.00 |
| 1.00 | 0.00 | 0.00 |
| 2.00 | 0.00 | 750.00 |
| 3.00 | 0.00 | 2,200.00 |
| 5.00 | 0.00 | 2,700.00 |
| 1.50 | 0.50 | 0.00 |
| 1.50 | 0.00 | 4,000.00 |
| 1.00 | 0.00 | 3,000.00 |
| 9.00 | 0.00 | 600.00 |
| 275.00 | 0.00 | 6,000.00 |
| 123.00 | 0.00 | 7,992.00 |
| 4.00 | 0.00 | 1,500.00 |
| 73.00 | 0.00 | 9,000.00 |
| 80.00 | 0.00 | 5,000.00 |
| 60.00 | 0.00 | 260,000.00 |
| 0.00 | 0.00 | 0.00 |
| 15.00 | 0.00 | 2,500.00 |
| 10.00 | 0.00 | 3,000.00 |
| 4.00 | 0.00 | 1,500.00 |
| 10.00 | 0.00 | 7,000.00 |
| 3.00 | 0.00 | 700.00 |
| 27.00 | 0.00 | 50,000.00 |
| 2.00 | 0.50 | 3,500.00 |
| 0.35 | 0.35 | 2,000.00 |
| 2.50 | 2.50 | 5,192.00 |
| 0.71 | 0.71 | 500.00 |
| 0.36 | 0.36 | 2,000.00 |
| 0.48 | 0.48 | 0.00 |
| 0.12 | 0.12 | 0.00 |
| 0.50 | 0.50 | 1,588.00 |
| 78.00 | 0.00 | 150,000.00 |
| 2.00 | 2.00 | 5,395.00 |
| 4.00 | 3.00 | 1,600.00 |
| 1.50 | 1.50 | 2,394.00 |
| 8.00 | 2.00 | 23,767.00 |
| 1.00 | 1.00 | 1,309.00 |
| 78.00 | 58.00 | 6,500.00 |
| 0.50 | 0.50 | 7,973.00 |
| 4.00 | 1.00 | 2,964.00 |
| 0.50 | 0.50 | 1,261.00 |
| 0.48 | 0.48 | 2,293.00 |
| 1.00 | 1.00 | 1,659.00 |
| 4.50 | 0.00 | 5,000.00 |
| 2.90 | 0.00 | 20,000.00 |
| 0.50 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 0.00 |
| 1.00 | 0.17 | 1,800.00 |
| 10.00 | 0.00 | 53,300.00 |
| 2.00 | 1.00 | 100.00 |
| 100.00 | 98.00 | 46,829.00 |
| 3.00 | 2.50 | 2,000.00 |
| 6.00 | 6.00 | 12,728.00 |
| 37.16 | 37.16 | 0.00 |
| 1.00 | 0.40 | 10,000.00 |
| 0.14 | 0.14 | 2,000.00 |
| 0.50 | 0.50 | 0.00 |
| 1.00 | 1.00 | 2,000.00 |
| 3.00 | 3.00 | 5,613.00 |
| 0.36 | 0.36 | 2,481.00 |
| 3.00 | 0.00 | 4,665.00 |
| 1.00 | 0.50 | 2,500.00 |
| 1.00 | 0.95 | 7,967.00 |
| 0.12 | 0.12 | 755.00 |
| 286.00 | 95.00 | 212,000.00 |
| 4.50 | 4.50 | 0.00 |
| 2.00 | 0.00 | 15,000.00 |
| 1.00 | 0.00 | 0.00 |
| 45.00 | 0.00 | 4,000.00 |
| 13.00 | 0.00 | 25,000.00 |
| 382.00 | 382.00 | 0.00 |
| 3.00 | 3.00 | 0.00 |
| 22.00 | 22.00 | 0.00 |
| 4.30 | 4.30 | 0.00 |
| 2.00 | 2.00 | 0.00 |
| 0.28 | 0.28 | 700.00 |
| 5.00 | 5.00 | 0.00 |
| 21.00 | 0.00 | 13,357.00 |
| 9.00 | 0.00 | 20,000.00 |
| 1.00 | 0.00 | 5,000.00 |
| 1.50 | 0.00 | 1,000.00 |
| 115.00 | 0.00 | 1,538.00 |
| 142.00 | 2.00 | 1,500.00 |
| 99.00 | 6.00 | 3,500.00 |
| 2.11 | 0.00 | 0.00 |
| 15.00 | 5.00 | 2,000.00 |
| 0.37 | 0.00 | 5,000.00 |
| 0.30 | 0.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 4.76 | 0.00 | 27,095.00 |
| 0.36 | 0.00 | 5,000.00 |
| 0.36 | 0.00 | 2,500.00 |
| 3.09 | 0.00 | 40.00 |
| 23.00 | 0.00 | 1,000.00 |
| 2,580.00 | 1,119.00 | 1,700,000.00 |
| 308.00 | 0.00 | 1,570,000.00 |
| 3.26 | 0.00 | 24,825.00 |
| 0.24 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 5,000.00 |
| 2.38 | 0.00 | 5,000.00 |
| 0.11 | 0.11 | 155,000.00 |
| 400.00 | 0.00 | 250,000.00 |
| 15.00 | 0.00 | 85,000.00 |
| 8.50 | 0.00 | 120,000.00 |
| 15.00 | 0.00 | 2,800.00 |
| 15.00 | 0.00 | 2,000.00 |
| 25.00 | 0.00 | 2,000.00 |
| 600.00 | 0.00 | 60,000.00 |
| 0.71 | 0.00 | 670.00 |
| 1.00 | 0.05 | 0.00 |
| 0.98 | 0.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 2.00 | 2.00 | 0.00 |
| 0.64 | 0.00 | 450.00 |
| 0.24 | 0.00 | 3,000.00 |
| 0.28 | 0.00 | 0.00 |
| 1.80 | 0.00 | 40,000.00 |
| 5.95 | 0.00 | 3,000.00 |
| 0.79 | 0.00 | 20,000.00 |
| 35.00 | 0.00 | 1,085.00 |
| 23.50 | 0.00 | 9,000.00 |
| 6.00 | 0.00 | 3,500.00 |
| 3.00 | 0.00 | 101,000.00 |
| 0.78 | 0.00 | 0.00 |
| 0.19 | 0.00 | 30,000.00 |
| 0.37 | 0.37 | 600.00 |
| 20.00 | 0.00 | 152,500.00 |
| 26.00 | 26.00 | 200.00 |
| 15.15 | 15.15 | 0.00 |
| 3.88 | 3.88 | 0.00 |
| 299.00 | 299.00 | 250.00 |
| 2.00 | 0.00 | 0.00 |
| 0.46 | 0.00 | 360.00 |
| 0.16 | 0.00 | 550.00 |
| 2.00 | 0.00 | 2,000.00 |
| 1.00 | 0.00 | 1,000,000.00 |
| 3.00 | 0.00 | 4,000.00 |
| 0.36 | 0.00 | 3,000.00 |
| 20.00 | 0.00 | 4,000.00 |
| 0.71 | 0.00 | 3,000.00 |
| 0.12 | 0.00 | 0.00 |
| 3.00 | 0.00 | 2,000.00 |
| 1.00 | 0.00 | 0.00 |
| 0.71 | 0.00 | 9,034.00 |
| 27.29 | 0.00 | 0.00 |
| 4.70 | 4.10 | 3,500.00 |
| 3.00 | 3.00 | 1,800.00 |
| 0.60 | 0.00 | 0.00 |
| 7.14 | 0.00 | 60,000.00 |
| 0.02 | 0.02 | 0.00 |
| 5.00 | 5.00 | 0.00 |
| 0.24 | 0.05 | 0.00 |
| 2.00 | 0.00 | 1,000.00 |
| 0.36 | 0.00 | 35,000.00 |
| 0.71 | 0.00 | 2,314.00 |
| 0.71 | 0.00 | 2,007.00 |
| 7.50 | 0.00 | 5,000.00 |
| 4.00 | 0.00 | 0.00 |
| 8.00 | 0.00 | 12,000.00 |
| 161.00 | 0.00 | 10,900.00 |
| 0.48 | 0.00 | 0.00 |
| 53.00 | 2.00 | 0.00 |
| 3.00 | 1.00 | 6,500.00 |
| 10.00 | 5.00 | 3,500.00 |
| 6.00 | 2.00 | 3,000.00 |
| 0.83 | 0.00 | 1,800.00 |
| 29.40 | 13.40 | 40,000.00 |
| 0.48 | 0.48 | 0.00 |
| 5.00 | 2.00 | 3,000.00 |
| 3.00 | 1.00 | 2,000.00 |
| 0.40 | 0.40 | 0.00 |
| 0.24 | 0.00 | 2,000.00 |
| 0.60 | 0.00 | 5,000.00 |
| 5.00 | 2.00 | 0.00 |
| 0.95 | 0.10 | 0.00 |
| 0.50 | 0.00 | 10,000.00 |
| 0.83 | 0.00 | 0.00 |
| 0.59 | 0.00 | 2,000.00 |
| 0.71 | 0.71 | 2,200.00 |
| 10.00 | 10.00 | 0.00 |
| 0.36 | 0.00 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 0.71 | 0.11 | 0.00 |
| 2.00 | 0.81 | 0.00 |
| 4.70 | 4.10 | 8,000.00 |
| 2.30 | 0.00 | 3,000.00 |
| 240.00 | 0.00 | 2,000.00 |
| 5.30 | 0.00 | 23,025.00 |
| 0.20 | 0.20 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 158.40 | 5.60 | 5,746.00 |
| 7.30 | 5.30 | 3,000.00 |
| 0.30 | 0.00 | 4,800.00 |
| 10.00 | 9.00 | 6,700.00 |
| 4.00 | 0.00 | 35,000.00 |
| 3.10 | 0.00 | 4,000.00 |
| 1,500.00 | 1,245.00 | 915,512.00 |
| 0.24 | 0.00 | 0.00 |
| 121.00 | 85.00 | 5,000.00 |
| 1.50 | 0.00 | 0.00 |
| 10.00 | 0.00 | 2,500.00 |
| 1.00 | 0.00 | 5,300.00 |
| 13.00 | 1.00 | 0.00 |
| 32.00 | 2.00 | 0.00 |
| 0.95 | 0.00 | 6,300.00 |
| 2.38 | 0.00 | 174,672.00 |
| 0.83 | 0.00 | 400.00 |
| 0.20 | 0.00 | 4,637.00 |
| 91.00 | 12.00 | 171,265.00 |
| 96.00 | 0.00 | 34,650.00 |
| 4.47 | 0.00 | 42,451.00 |
| 0.08 | 0.00 | 0.00 |
| 0.60 | 0.00 | 14,114.00 |
| 1.50 | 0.00 | 3,700.00 |
| 0.15 | 0.00 | 0.00 |
| 80.00 | 0.00 | 22,572.00 |
| 13.00 | 0.00 | 46,135.00 |
| 1.30 | 0.00 | 0.00 |
| 0.29 | 0.00 | 25,000.00 |
| 1.60 | 0.00 | 100.00 |
| 0.14 | 0.00 | 2,500.00 |
| 0.40 | 0.00 | 500.00 |
| 0.10 | 0.00 | 56,000.00 |
| 0.20 | 0.00 | 15,504.00 |
| 0.48 | 0.48 | 0.00 |
| 1.90 | 1.90 | 7,600.00 |
| 0.24 | 0.24 | 0.00 |
| 0.83 | 0.00 | 0.00 |
| 1.00 | 0.09 | 0.00 |
| 0.12 | 0.12 | 0.00 |
| 0.23 | 0.00 | 600.00 |
| 1.20 | 0.10 | 5,000.00 |
| 0.67 | 0.15 | 12,000.00 |
| 117.00 | 117.00 | 5,000.00 |
| 1.00 | 0.75 | 500.00 |
| 2.00 | 2.00 | 4,000.00 |
| 40.00 | 0.00 | 0.00 |
| 1.30 | 0.00 | 2,000.00 |
| 0.95 | 0.00 | 500.00 |
| 0.47 | 0.00 | 3,400.00 |
| 0.45 | 0.45 | 500.00 |
| 10.00 | 0.00 | 3,000.00 |
| 0.24 | 0.00 | 1,000.00 |
| 0.20 | 0.00 | 700.00 |
| 1.00 | 1.00 | 0.00 |
| 7.00 | 7.00 | 10,000.00 |
| 0.12 | 0.00 | 5,000.00 |
| 5.00 | 5.00 | 120,000.00 |
| 2.90 | 2.90 | 0.00 |
| 50.00 | 0.00 | 10,000.00 |
| 0.40 | 0.00 | 0.00 |
| 6.00 | 0.00 | 0.00 |
| 35.00 | 5.00 | 0.00 |
| 0.38 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 160.00 |
| 4.00 | 2.00 | 5,500.00 |
| 0.71 | 0.71 | 0.00 |
| 47.00 | 0.00 | 5,000.00 |
| 40.00 | 20.00 | 0.00 |
| 0.40 | 0.00 | 0.00 |
| 23.00 | 15.00 | 30,791.00 |
| 1.00 | 0.00 | 0.00 |
| 0.42 | 0.00 | 0.00 |
| 1.19 | 0.00 | 0.00 |
| 2.00 | 0.00 | 780.00 |
| 0.25 | 0.05 | 0.00 |
| 0.12 | 0.00 | 0.00 |
| 10.00 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 0.12 | 0.03 | 100.00 |
| 0.50 | 0.10 | 500.00 |
| 1.00 | 0.00 | 0.00 |
| 0.48 | 0.08 | 0.00 |
| 35.26 | 0.00 | 0.00 |
| 0.12 | 0.00 | 0.00 |
| 0.83 | 0.00 | 5,000.00 |
| 0.59 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 675.00 | 675.00 | 135,000.00 |
| 20.00 | 20.00 | 67,000.00 |
| 3.00 | 1.00 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 75.00 | 45.00 | 28,546.00 |
| 0.24 | 0.00 | 12,500.00 |
| 0.69 | 0.00 | 500.00 |
| 0.24 | 0.24 | 25,000.00 |
| 2.00 | 0.00 | 1,000.00 |
| 0.20 | 0.00 | 1,500.00 |
| 2.65 | 0.00 | 18,000.00 |
| 0.36 | 0.00 | 30,000.00 |
| 11.00 | 0.00 | 200,000.00 |
| 3.50 | 0.90 | 60,000.00 |
| 0.38 | 0.00 | 5,000.00 |
| 1.19 | 0.00 | 20,000.00 |
| 1.38 | 0.12 | 23,250.00 |
| 0.21 | 0.00 | 7,000.00 |
| 0.95 | 0.00 | 10,000.00 |
| 0.83 | 0.04 | 5,000.00 |
| 0.36 | 0.00 | 2,700.00 |
| 14.00 | 0.79 | 22,733.00 |
| 0.40 | 0.00 | 0.00 |
| 0.87 | 0.00 | 13,372.00 |
| 2.50 | 0.00 | 3,000.00 |
| 5.40 | 0.00 | 30,000.00 |
| 0.33 | 0.00 | 0.00 |
| 0.95 | 0.00 | 59,868.00 |
| 0.31 | 0.00 | 10,000.00 |
| 0.20 | 0.00 | 0.00 |
| 131.30 | 25.40 | 200,000.00 |
| 2.00 | 1.00 | 3,000.00 |
| 400.00 | 160.00 | 10,000.00 |
| 0.24 | 0.05 | 200.00 |
| 0.35 | 0.16 | 180.00 |
| 0.38 | 0.17 | 500.00 |
| 2.00 | 0.00 | 300.00 |
| 15.00 | 0.80 | 5,000.00 |
| 17.00 | 3.00 | 2,500.00 |
| 150.00 | 50.00 | 5,000.00 |
| 3.00 | 3.00 | 50,000.00 |
| 0.60 | 0.00 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 0.90 | 0.90 | 700.00 |
| 0.50 | 0.00 | 7,661.00 |
| 0.38 | 0.38 | 0.00 |
| 0.50 | 0.00 | 4,000.00 |
| 8.62 | 8.62 | 10,000.00 |
| 3.00 | 0.00 | 23,199.00 |
| 0.30 | 0.00 | 3,500.00 |
| 90.00 | 0.00 | 20,000.00 |
| 20.00 | 0.00 | 51,000.00 |
| 2.00 | 0.05 | 3,102.00 |
| 1.00 | 1.00 | 51,000.00 |
| 0.23 | 0.00 | 2,500.00 |
| 53.30 | 15.50 | 20,000.00 |
| 0.70 | 0.00 | 1,362.00 |
| 1,330.00 | 1,330.00 | 0.00 |
| 2.00 | 0.00 | 3,500.00 |
| 10.00 | 10.00 | 33,632.00 |
| 3.00 | 0.00 | 1,500.00 |
| 0.60 | 0.00 | 0.00 |
| 0.47 | 0.00 | 1,000.00 |
| 0.43 | 0.00 | 0.00 |
| 2.00 | 2.00 | 38,000.00 |
| 0.70 | 0.00 | 0.00 |
| 1.60 | 1.60 | 0.00 |
| 135.00 | 5.00 | 0.00 |
| 0.47 | 0.00 | 1,400.00 |
| 1.50 | 0.00 | 0.00 |
| 1.00 | 0.00 | 1,500.00 |
| 190.76 | 50.76 | 900,000.00 |
| 24.20 | 0.00 | 82,641.00 |
| 2.20 | 0.00 | 7,500.00 |
| 1.00 | 1.00 | 0.00 |
| 50.00 | 0.00 | 5,000.00 |
| 0.48 | 0.00 | 5,200.00 |
| 0.30 | 0.30 | 4,075.00 |
| 250.00 | 100.00 | 10,000.00 |
| 37.50 | 17.50 | 12,420.00 |
| 0.71 | 0.00 | 0.00 |
| 0.24 | 0.07 | 124,000.00 |
| 4,153.00 | 3,034.00 | 25,000.00 |
| 0.48 | 0.24 | 500.00 |
| 0.28 | 0.00 | 0.00 |
| 3.00 | 2.00 | 1,500.00 |
| 1.00 | 0.00 | 0.00 |
| 0.48 | 0.00 | 38,716.00 |
| 75.00 | 0.00 | 59,580.00 |
| 1.00 | 0.00 | 15,000.00 |
| 2.20 | 0.00 | 19,180.00 |
| 0.02 | 0.02 | 495,000.00 |
| 0.10 | 0.00 | 5,000.00 |
| 100.00 | 0.00 | 35,000.00 |
| 0.23 | 0.00 | 0.00 |
| 0.23 | 0.00 | 0.00 |
| 0.35 | 0.35 | 0.00 |
| 1.00 | 0.80 | 200.00 |
| 0.30 | 0.03 | 0.00 |
| 0.02 | 0.02 | 0.00 |
| 0.24 | 0.00 | 250.00 |
| 0.24 | 0.05 | 500.00 |
| 0.67 | 0.00 | 500.00 |
| 0.42 | 0.00 | 1,000.00 |
| 5.75 | 0.00 | 0.00 |
| 6.71 | 0.00 | 12,000.00 |
| 0.35 | 0.00 | 1,000.00 |
| 19.60 | 0.00 | 50,000.00 |
| 85.00 | 1.00 | 42,000.00 |
| 3.50 | 0.50 | 2,000.00 |
| 0.60 | 0.00 | 2,500.00 |
| 2.00 | 1.00 | 500.00 |
| 5.60 | 0.00 | 45,000.00 |
| 20.00 | 0.00 | 10,000.00 |
| 0.38 | 0.00 | 9,000.00 |
| 5.50 | 0.00 | 1,500.00 |
| 2.40 | 0.00 | 14,000.00 |
| 189.00 | 0.00 | 50,000.00 |
| 7.00 | 0.00 | 3,000.00 |
| 3.00 | 1.00 | 5,100.00 |
| 11.00 | 0.00 | 100,000.00 |
| 0.71 | 0.00 | 5,000.00 |
| 2.00 | 0.50 | 5,000.00 |
| 0.10 | 0.00 | 0.00 |
| 200.00 | 0.00 | 250,000.00 |
| 0.20 | 0.00 | 18,000.00 |
| 0.84 | 0.00 | 5,000.00 |
| 0.48 | 0.00 | 6,000.00 |
| 0.50 | 0.00 | 1,000.00 |
| 0.20 | 0.00 | 3,500.00 |
| 0.90 | 0.00 | 40,000.00 |
| 2.00 | 0.00 | 13,245.00 |
| 0.84 | 0.00 | 2,000.00 |
| 0.50 | 0.00 | 15,000.00 |
| 0.14 | 0.00 | 0.00 |
| 1.50 | 0.00 | 15,000.00 |
| 200.00 | 200.00 | 0.00 |
| 0.34 | 0.00 | 2,000.00 |
| 53.18 | 0.00 | 0.00 |
| 16.00 | 0.00 | 0.00 |
| 0.47 | 0.00 | 10,000.00 |
| 0.47 | 0.00 | 50.00 |
| 2.00 | 0.00 | 0.00 |
| 0.48 | 0.00 | 10,000.00 |
| 0.70 | 0.00 | 4,400.00 |
| 0.30 | 0.00 | 1,900.00 |
| 12.50 | 0.00 | 84,000.00 |
| 3.30 | 1.30 | 15,000.00 |
| 69.00 | 1.00 | 300,000.00 |
| 0.45 | 0.00 | 2,000.00 |
| 8.54 | 0.00 | 16,000.00 |
| 0.80 | 0.00 | 0.00 |
| 0.19 | 0.00 | 2,170.00 |
| 0.29 | 0.00 | 0.00 |
| 0.45 | 0.09 | 4,500.00 |
| 1.74 | 0.00 | 15,000.00 |
| 0.52 | 0.00 | 48,000.00 |
| 0.40 | 0.40 | 2,153.00 |
| 8.62 | 0.00 | 18,588.00 |
| 1.17 | 0.17 | 7,745.00 |
| 0.55 | 0.00 | 0.00 |
| 1.35 | 0.00 | 4,500.00 |
| 1.20 | 0.00 | 56,000.00 |
| 3.00 | 0.00 | 0.00 |
| 0.38 | 0.36 | 19,000.00 |
| 0.83 | 0.00 | 0.00 |
| 1.29 | 0.00 | 0.00 |
| 10.83 | 9.52 | 0.00 |
| 3.57 | 0.00 | 24,650.00 |
| 3.36 | 0.00 | 5,000.00 |
| 0.48 | 0.12 | 0.00 |
| 0.24 | 0.00 | 12,200.00 |
| 1.48 | 0.00 | 0.00 |
| 0.43 | 0.00 | 19,800.00 |
| 220.00 | 0.00 | 10,000.00 |
| 0.24 | 0.24 | 0.00 |
| 20.00 | 2.00 | 22,957.00 |
| 0.12 | 0.00 | 1,000.00 |
| 20.00 | 5.00 | 0.00 |
| 21.00 | 0.00 | 0.00 |
| 16.10 | 0.00 | 99,647.00 |
| 3.00 | 0.00 | 60,000.00 |
| 0.01 | 0.01 | 0.00 |
| 0.36 | 0.00 | 5,000.00 |
| 1.00 | 0.00 | 2,400.00 |
| 323.80 | 23.30 | 64,000.00 |
| 0.30 | 0.00 | 5,964.00 |
| 0.36 | 0.00 | 1,084.00 |
| 3.33 | 0.00 | 22,010.00 |
| 0.83 | 0.00 | 75,000.00 |
| 20.00 | 10.00 | 0.00 |
| 19.00 | 9.00 | 0.00 |
| 1.83 | 0.00 | 3,500.00 |
| 1.20 | 0.00 | 2,000.00 |
| 1.00 | 1.00 | 0.00 |
| 2.00 | 0.00 | 5,000.00 |
| 0.60 | 0.00 | 150.00 |
| 197.00 | 0.00 | 75,000.00 |
| 1.90 | 0.00 | 10,000.00 |
| 0.40 | 0.30 | 20,000.00 |
| 30.00 | 5.00 | 5,000.00 |
| 0.54 | 0.00 | 0.00 |
| 9.00 | 9.00 | 1,275.00 |
| 5.00 | 5.00 | 0.00 |
| 2.00 | 0.00 | 400.00 |
| 80.00 | 0.00 | 0.00 |
| 2,880.00 | 2,880.00 | 120.00 |
| 2.50 | 0.00 | 15,360.00 |
| 12.00 | 0.00 | 3,000.00 |
| 0.20 | 0.00 | 0.00 |
| 0.95 | 0.00 | 3,500.00 |
| 2.00 | 0.00 | 8,775.00 |
| 1.85 | 0.02 | 2,000.00 |
| 0.31 | 0.31 | 0.00 |
| 0.60 | 0.00 | 7,000.00 |
| 0.36 | 0.00 | 0.00 |
| 86.00 | 0.00 | 200,000.00 |
| 3.00 | 0.00 | 10,000.00 |
| 1.00 | 0.00 | 0.00 |
| 6.00 | 0.00 | 500.00 |
| 217.00 | 217.00 | 60.00 |
| 100.00 | 65.00 | 35,000.00 |
| 24.00 | 0.00 | 80,000.00 |
| 1.00 | 0.00 | 1,500.00 |
| 0.17 | 0.00 | 3,500.00 |
| 0.95 | 0.00 | 25,000.00 |
| 0.29 | 0.00 | 47,000.00 |
| 15.00 | 0.00 | 80,000.00 |
| 0.48 | 0.00 | 0.00 |
| 0.60 | 0.00 | 0.00 |
| 4.50 | 0.00 | 3,000.00 |
| 1.00 | 0.00 | 0.00 |
| 4.00 | 4.00 | 1,000.00 |
| 10.00 | 0.60 | 24,904.00 |
| 70.00 | 2.00 | 30,000.00 |
| 0.72 | 0.36 | 2,000.00 |
| 10.00 | 0.00 | 45,000.00 |
| 0.24 | 0.00 | 0.00 |
| 0.36 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 5,000.00 |
| 0.75 | 0.00 | 5,000.00 |
| 0.48 | 0.00 | 11,300.00 |
| 1.43 | 0.00 | 3,000.00 |
| 0.25 | 0.00 | 400.00 |
| 0.74 | 0.74 | 500.00 |
| 7.00 | 0.00 | 6,000.00 |
| 1.00 | 1.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 1.50 | 1.50 | 0.00 |
| 0.16 | 0.16 | 0.00 |
| 0.24 | 0.24 | 0.00 |
| 6.00 | 0.00 | 4,000.00 |
| 445.00 | 445.00 | 324,000.00 |
| 12.00 | 12.00 | 0.00 |
| 155.00 | 0.00 | 84,000.00 |
| 0.48 | 0.00 | 0.00 |
| 3.00 | 3.00 | 0.00 |
| 3.40 | 3.40 | 0.00 |
| 0.30 | 0.30 | 0.00 |
| 0.60 | 0.00 | 0.00 |
| 0.25 | 0.10 | 0.00 |
| 0.25 | 0.05 | 250.00 |
| 0.48 | 0.00 | 2,000.00 |
| 1.19 | 0.00 | 10,100.00 |
| 0.70 | 0.00 | 3,000.00 |
| 4.10 | 0.00 | 250,000.00 |
| 0.50 | 0.00 | 750.00 |
| 200.00 | 200.00 | 150,000.00 |
| 0.25 | 0.25 | 20,000.00 |
| 1.00 | 0.00 | 9,000.00 |
| 0.81 | 0.12 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 20.00 | 0.00 | 120,000.00 |
| 3.81 | 2.38 | 14,248.00 |
| 928.50 | 0.00 | 100,000.00 |
| 4.00 | 4.00 | 30.00 |
| 1.00 | 0.00 | 2,000.00 |
| 26.00 | 10.00 | 5,000.00 |
| 3.70 | 3.70 | 3,400.00 |
| 1.00 | 0.00 | 250.00 |
| 870.00 | 50.00 | 150,000.00 |
| 1.57 | 1.57 | 0.00 |
| 0.27 | 0.00 | 1,500.00 |
| 2.00 | 2.00 | 0.00 |
| 0.01 | 0.00 | 0.00 |
| 3.42 | 0.00 | 11,217.00 |
| 0.24 | 0.24 | 0.00 |
| 48.00 | 32.00 | 47,583.00 |
| 0.20 | 0.00 | 21,025.00 |
| 0.71 | 0.00 | 4,000.00 |
| 0.04 | 0.04 | 0.00 |
| 9.00 | 9.00 | 0.00 |
| 0.10 | 0.10 | 6,000.00 |
| 0.60 | 0.00 | 38,000.00 |
| 0.24 | 0.00 | 60,000.00 |
| 2.00 | 0.50 | 10,000.00 |
| 350.00 | 230.00 | 16,400.00 |
| 5.88 | 5.88 | 0.00 |
| 9.00 | 0.00 | 10,000.00 |
| 329.00 | 329.00 | 250,000.00 |
| 33.79 | 13.79 | 600.00 |
| 0.24 | 0.00 | 35,000.00 |
| 70.00 | 10.00 | 14,183.00 |
| 20.00 | 20.00 | 4,000.00 |
| 25.00 | 25.00 | 5,400.00 |
| 25.00 | 25.00 | 0.00 |
| 0.12 | 0.00 | 15,000.00 |
| 200.00 | 158.00 | 20,000.00 |
| 0.24 | 0.00 | 2,000.00 |
| 0.48 | 0.00 | 6,000.00 |
| 1.00 | 0.00 | 4,500.00 |
| 0.50 | 0.50 | 1,500.00 |
| 1.00 | 0.00 | 450.00 |
| 1,187.69 | 1,187.69 | 0.00 |
| 1.17 | 0.00 | 15,000.00 |
| 15.00 | 13.00 | 0.00 |
| 0.90 | 0.90 | 1,000.00 |
| 0.48 | 0.00 | 0.00 |
| 0.36 | 0.00 | 0.00 |
| 1.20 | 1.20 | 30,000.00 |
| 0.45 | 0.00 | 6,000.00 |
| 0.60 | 0.00 | 8,250.00 |
| 3.00 | 2.00 | 16,904.00 |
| 15.50 | 0.00 | 23,000.00 |
| 1.36 | 0.00 | 20,000.00 |
| 15.00 | 15.00 | 3,000.00 |
| 4.00 | 4.00 | 500.00 |
| 7.00 | 7.00 | 7,000.00 |
| 125.00 | 0.00 | 2,000.00 |
| 1.70 | 0.00 | 3,500.00 |
| 0.20 | 0.00 | 0.00 |
| 0.23 | 0.00 | 0.00 |
| 0.24 | 0.00 | 6,000.00 |
| 1.00 | 1.00 | 0.00 |
| 0.24 | 0.00 | 1,300.00 |
| 0.95 | 0.00 | 2,000.00 |
| 9.50 | 0.10 | 20,000.00 |
| 0.60 | 0.00 | 6,175.00 |
| 1.20 | 0.00 | 5,250.00 |
| 544.00 | 0.00 | 35,000.00 |
| 125.00 | 70.00 | 100,000.00 |
| 150.00 | 0.00 | 20,000.00 |
| 1.00 | 1.00 | 2,272.00 |
| 5.00 | 0.00 | 25,000.00 |
| 40.00 | 0.00 | 180,000.00 |
| 7.00 | 7.00 | 5,000.00 |
| 12.50 | 12.50 | 0.00 |
| 7.00 | 0.50 | 115,000.00 |
| 7.60 | 0.00 | 212,000.00 |
| 34.00 | 8.00 | 0.00 |
| 30.00 | 0.00 | 70,000.00 |
| 0.28 | 0.00 | 18,000.00 |
| 33.33 | 0.00 | 5,053.00 |
| 5.30 | 0.00 | 35,000.00 |
| 0.40 | 0.00 | 5,300.00 |
| 7.00 | 0.00 | 5,000.00 |
| 0.12 | 0.10 | 0.00 |
| 0.23 | 0.03 | 3,500.00 |
| 1.00 | 0.00 | 500.00 |
| 0.10 | 0.00 | 51,540.00 |
| 450.00 | 0.00 | 10,000.00 |
| 75.00 | 25.00 | 18,130.00 |
| 2.38 | 0.33 | 10,000.00 |
| 8.70 | 8.68 | 10,423.00 |
| 100.00 | 73.50 | 0.00 |
| 0.17 | 0.00 | 1,060.00 |
| 0.60 | 0.00 | 43,000.00 |
| 0.60 | 0.17 | 800.00 |
| 0.23 | 0.00 | 312.00 |
| 0.02 | 0.02 | 3,200.00 |
| 0.48 | 0.48 | 3,000.00 |
| 0.40 | 0.00 | 0.00 |
| 125.00 | 0.00 | 0.00 |
| 5.00 | 0.00 | 0.00 |
| 550.00 | 50.00 | 1,568,228.00 |
| 2.00 | 2.00 | 750.00 |
| 0.01 | 0.01 | 1,000.00 |
| 12.00 | 2.00 | 6,000.00 |
| 3.20 | 0.58 | 0.00 |
| 0.24 | 0.00 | 952.00 |
| 3.78 | 0.00 | 35,100.00 |
| 0.02 | 0.02 | 0.00 |
| 7.00 | 0.00 | 1,500.00 |
| 118.00 | 0.00 | 5,000.00 |
| 0.48 | 0.48 | 0.00 |
| 411.00 | 400.00 | 0.00 |
| 0.16 | 0.00 | 2,000.00 |
| 0.50 | 0.00 | 0.00 |
| 15.00 | 2.00 | 162,952.00 |
| 0.71 | 0.00 | 500.00 |
| 97.52 | 97.52 | 12,000.00 |
| 8.50 | 0.00 | 0.00 |
| 0.20 | 0.00 | 17,180.00 |
| 1.60 | 0.00 | 810.00 |
| 0.24 | 0.00 | 1,000.00 |
| 5.00 | 0.00 | 2,500.00 |
| 30.00 | 28.00 | 33,000.00 |
| 0.47 | 0.00 | 36,000.00 |
| 5.00 | 5.00 | 0.00 |
| 2.97 | 2.97 | 10,000.00 |
| 17.00 | 17.00 | 1,000.00 |
| 1.96 | 0.00 | 7,500.00 |
| 0.97 | 0.00 | 7,000.00 |
| 41.00 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 65.00 |
| 1.00 | 0.50 | 0.00 |
| 0.24 | 0.00 | 1,000.00 |
| 2,752.00 | 1,935.00 | 151,051.00 |
| 2.90 | 2.90 | 1,000.00 |
| 0.50 | 0.00 | 350.00 |
| 0.60 | 0.00 | 5,000.00 |
| 110.00 | 10.00 | 1,000.00 |
| 0.24 | 0.24 | 0.00 |
| 1.00 | 0.00 | 11,000.00 |
| 1.30 | 0.00 | 4,000.00 |
| 1.00 | 0.00 | 50,000.00 |
| 0.60 | 0.00 | 0.00 |
| 0.36 | 0.36 | 0.00 |
| 0.20 | 0.20 | 2,400.00 |
| 0.71 | 0.06 | 479,441.00 |
| 0.79 | 0.00 | 0.00 |
| 253.00 | 253.00 | 8,000.00 |
| 0.12 | 0.00 | 23,000.00 |
| 0.24 | 0.24 | 0.00 |
| 2.00 | 2.00 | 20,000.00 |
| 0.12 | 0.00 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 0.07 | 0.00 | 56,000.00 |
| 0.74 | 0.00 | 0.00 |
| 0.36 | 0.00 | 1,590.00 |
| 35.00 | 15.00 | 4,200.00 |
| 0.50 | 0.00 | 1,500.00 |
| 3.00 | 3.00 | 150.00 |
| 1.84 | 1.84 | 150.00 |
| 0.00 | 0.00 | 0.00 |
| 0.24 | 0.00 | 2,880.00 |
| 0.80 | 0.00 | 8,000.00 |
| 0.48 | 0.00 | 66,874.00 |
| 0.24 | 0.00 | 57,138.00 |
| 0.18 | 0.00 | 600.00 |
| 0.50 | 0.00 | 0.00 |
| 12.00 | 0.00 | 0.00 |
| 1.00 | 1.00 | 3,344.00 |
| 0.24 | 0.00 | 500.00 |
| 1.10 | 0.10 | 29,000.00 |
| 0.48 | 0.00 | 1,400.00 |
| 0.25 | 0.00 | 500.00 |
| 15.00 | 0.00 | 1,875.00 |
| 6.00 | 0.00 | 2,000.00 |
| 1.00 | 0.12 | 12,000.00 |
| 0.71 | 0.00 | 500.00 |
| 10.00 | 0.00 | 0.00 |
| 0.12 | 0.12 | 1,020.00 |
| 3.75 | 0.25 | 25,000.00 |
| 0.48 | 0.00 | 1,250.00 |
| 0.24 | 0.00 | 3,870.00 |
| 10.65 | 0.00 | 32,500.00 |
| 0.95 | 0.00 | 4,400.00 |
| 2.00 | 0.00 | 8,000.00 |
| 2.80 | 0.00 | 0.00 |
| 130.00 | 0.00 | 0.00 |
| 321.50 | 321.50 | 250.00 |
| 2.50 | 2.50 | 0.00 |
| 0.08 | 0.08 | 500.00 |
| 0.22 | 0.00 | 6,196.00 |
| 1,729.00 | 629.00 | 623,877.00 |
| 7.00 | 0.00 | 4,533.00 |
| 0.30 | 0.00 | 2,745.00 |
| 14.60 | 0.00 | 1,961.00 |
| 0.40 | 0.40 | 0.00 |
| 4.50 | 0.40 | 10,000.00 |
| 800.00 | 0.00 | 25,000.00 |
| 1.00 | 0.50 | 58,270.00 |
| 0.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 0.12 | 0.00 | 0.00 |
| 0.54 | 0.54 | 0.00 |
| 0.00 | 0.00 | 50,000.00 |
| 1.30 | 0.00 | 75,000.00 |
| 8.00 | 8.00 | 0.00 |
| 0.50 | 0.00 | 2,500.00 |
| 13.00 | 13.00 | 0.00 |
| 0.10 | 0.00 | 2,000.00 |
| 0.13 | 0.00 | 2,800.00 |
| 1.00 | 0.00 | 3,880.00 |
| 2.25 | 0.00 | 41,000.00 |
| 0.80 | 0.80 | 0.00 |
| 440.00 | 0.00 | 219,257.00 |
| 0.16 | 0.00 | 250.00 |
| 65.00 | 7.00 | 20,000.00 |
| 300.00 | 15.00 | 1,200.00 |
| 0.60 | 0.60 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 10.00 | 0.00 | 36,916.00 |
| 52.00 | 0.00 | 500,000.00 |
| 1.25 | 0.00 | 5,947.00 |
| 67.00 | 37.00 | 7,429.00 |
| 3.00 | 0.00 | 0.00 |
| 0.28 | 0.00 | 1,500.00 |
| 0.40 | 0.00 | 0.00 |
| 0.12 | 0.00 | 3,420.00 |
| 54.65 | 54.65 | 5,086.00 |
| 23.81 | 23.81 | 11,889.00 |
| 18.18 | 18.18 | 43,000.00 |
| 16.43 | 16.43 | 12,000.00 |
| 8.78 | 8.78 | 9,650.00 |
| 8.57 | 8.57 | 12,500.00 |
| 5.23 | 5.23 | 8,000.00 |
| 5.00 | 5.00 | 43,000.00 |
| 4.52 | 4.52 | 12,000.00 |
| 3.40 | 3.40 | 15,000.00 |
| 2.00 | 2.00 | 13,000.00 |
| 0.12 | 0.00 | 1,177.00 |
| 20.00 | 0.00 | 55,000.00 |
| 8.20 | 0.00 | 7,500.00 |
| 30.00 | 1.00 | 0.00 |
| 1.00 | 0.00 | 1,000.00 |
| 47.00 | 33.00 | 1,200.00 |
| 138.00 | 97.00 | 1,200.00 |
| 0.24 | 0.00 | 4,500.00 |
| 0.10 | 0.10 | 50,000.00 |
| 10.00 | 7.00 | 0.00 |
| 11.00 | 0.00 | 20,000.00 |
| 3.70 | 0.00 | 3,000.00 |
| 2.00 | 2.00 | 1,500.00 |
| 2.50 | 2.50 | 0.00 |
| 1.12 | 0.00 | 3,000.00 |
| 18.70 | 7.50 | 131,000.00 |
| 8.00 | 0.00 | 0.00 |
| 0.48 | 0.24 | 0.00 |
| 0.24 | 0.00 | 6,500.00 |
| 8.33 | 0.00 | 9,000.00 |
| 600.00 | 7.00 | 1,000.00 |
| 2.80 | 2.80 | 1,000.00 |
| 1.00 | 0.00 | 500.00 |
| 90.00 | 0.00 | 1,392.00 |
| 2.00 | 2.00 | 0.00 |
| 26.00 | 26.00 | 9,700.00 |
| 95.00 | 5.00 | 5,000.00 |
| 35.00 | 0.50 | 0.00 |
| 0.70 | 0.70 | 0.00 |
| 0.19 | 0.19 | 500.00 |
| 20.00 | 0.00 | 101,000.00 |
| 5.00 | 5.00 | 21,192.00 |
| 300.00 | 140.00 | 5,000.00 |
| 5.00 | 0.00 | 13,750.00 |
| 186.00 | 0.00 | 41,270.00 |
| 50.00 | 38.00 | 12,000.00 |
| 17.85 | 0.00 | 18,000.00 |
| 5.00 | 5.00 | 0.00 |
| 150.00 | 60.00 | 11,000.00 |
| 0.08 | 0.08 | 0.00 |
| 0.50 | 0.00 | 12,000.00 |
| 0.24 | 0.00 | 4,200.00 |
| 4.50 | 0.00 | 0.00 |
| 21.00 | 21.00 | 8,000.00 |
| 0.12 | 0.12 | 500.00 |
| 0.60 | 0.00 | 16,000.00 |
| 2.00 | 1.00 | 0.00 |
| 0.48 | 0.00 | 18,000.00 |
| 20.00 | 3.31 | 150,000.00 |
| 718.00 | 55.00 | 0.00 |
| 160.00 | 0.00 | 175,000.00 |
| 20.00 | 0.00 | 2,500.00 |
| 320.00 | 0.00 | 45,000.00 |
| 3.00 | 0.00 | 3,550.00 |
| 132.00 | 132.00 | 200,000.00 |
| 465.00 | 465.00 | 5,500.00 |
| 2,491.00 | 2,491.00 | 0.00 |
| 1.07 | 0.00 | 18,000.00 |
| 14.70 | 8.70 | 3,500.00 |
| 0.38 | 0.00 | 5,920.00 |
| 1.00 | 0.00 | 0.00 |
| 10.00 | 0.00 | 15,000.00 |
| 0.79 | 0.00 | 24,000.00 |
| 49.00 | 0.00 | 48,000.00 |
| 0.80 | 0.30 | 5,000.00 |
| 0.35 | 0.35 | 897.00 |
| 39.00 | 0.00 | 300,000.00 |
| 0.27 | 0.00 | 0.00 |
| 1.00 | 0.00 | 10,200.00 |
| 2.00 | 0.10 | 98,500.00 |
| 30.00 | 10.00 | 124,515.00 |
| 15.00 | 5.00 | 6,000.00 |
| 0.36 | 0.00 | 8,495.00 |
| 4.00 | 4.00 | 0.00 |
| 1.00 | 0.00 | 3,146.00 |
| 716.00 | 716.00 | 20,000.00 |
| 1.52 | 1.52 | 300.00 |
| 0.05 | 0.05 | 0.00 |
| 5.00 | 1.00 | 500.00 |
| 0.50 | 0.00 | 11,428.00 |
| 5.00 | 4.00 | 1,000.00 |
| 4.50 | 4.50 | 0.00 |
| 4.00 | 1.50 | 0.00 |
| 1.00 | 0.50 | 0.00 |
| 15.00 | 2.00 | 0.00 |
| 0.54 | 0.00 | 0.00 |
| 1.19 | 0.00 | 20,000.00 |
| 6.70 | 0.80 | 5,000.00 |
| 28.40 | 0.00 | 24,000.00 |
| 20.00 | 0.00 | 400,000.00 |
| 491.00 | 1.00 | 85,000.00 |
| 160.00 | 0.00 | 10,000.00 |
| 1.50 | 0.00 | 1,500.00 |
| 5.00 | 0.00 | 0.00 |
| 4.00 | 0.10 | 0.00 |
| 30.00 | 0.00 | 37,000.00 |
| 10.00 | 0.00 | 992.00 |
| 100.00 | 0.00 | 20,000.00 |
| 0.25 | 0.00 | 0.00 |
| 0.50 | 0.03 | 2,000.00 |
| 0.26 | 0.00 | 2,800.00 |
| 0.44 | 0.00 | 8,518.00 |
| 25.00 | 0.00 | 17,000.00 |
| 1.00 | 0.00 | 3,000.00 |
| 5.00 | 5.00 | 3,000.00 |
| 650.00 | 60.00 | 65,000.00 |
| 5.00 | 0.00 | 30,787.00 |
| 4.00 | 0.00 | 5,500.00 |
| 1.00 | 0.00 | 0.00 |
| 0.02 | 0.00 | 25,900.00 |
| 3.00 | 0.00 | 19,500.00 |
| 20.00 | 0.00 | 144,000.00 |
| 0.19 | 0.00 | 1,800.00 |
| 17.80 | 17.80 | 2,000.00 |
| 150.00 | 40.00 | 6,800.00 |
| 0.76 | 0.00 | 145,967.00 |
| 0.48 | 0.00 | 1,000.00 |
| 2.00 | 0.00 | 5,000.00 |
| 0.50 | 0.00 | 1,000.00 |
| 20.00 | 0.00 | 2,000.00 |
| 12.00 | 0.00 | 4,000.00 |
| 1.00 | 0.00 | 5,000.00 |
| 0.28 | 0.00 | 300.00 |
| 0.24 | 0.00 | 5,000.00 |
| 0.71 | 0.00 | 7,405.00 |
| 5.00 | 0.00 | 20,000.00 |
| 30.00 | 5.00 | 10,000.00 |
| 0.90 | 0.00 | 1,720.00 |
| 0.24 | 0.00 | 656,869.00 |
| 5.70 | 0.80 | 375,000.00 |
| 475.00 | 25.00 | 11,400.00 |
| 3.00 | 0.00 | 1,500.00 |
| 1.50 | 0.00 | 10,806.00 |
| 0.90 | 0.00 | 0.00 |
| 12.00 | 3.00 | 10,167.00 |
| 1.00 | 0.00 | 115,000.00 |
| 0.75 | 0.27 | 2,800.00 |
| 1.50 | 0.00 | 108,795.00 |
| 1.00 | 0.00 | 28,379.00 |
| 2.00 | 0.00 | 374,394.00 |
| 0.25 | 0.00 | 374,394.00 |
| 9.00 | 0.00 | 235,845.00 |
| 0.23 | 0.00 | 37,186.00 |
| 65.00 | 0.00 | 69,700.00 |
| 3.50 | 3.50 | 6,000.00 |
| 1.00 | 1.00 | 500.00 |
| 20.00 | 20.00 | 200,000.00 |
| 0.24 | 0.00 | 10,900.00 |
| 499.00 | 0.00 | 2,802,660.00 |
| 2.00 | 0.00 | 1,000.00 |
| 608.00 | 445.00 | 900,000.00 |
| 50.00 | 0.00 | 280,000.00 |
| 3.00 | 1.00 | 1,400.00 |
| 0.50 | 0.50 | 2,000.00 |
| 5.00 | 0.00 | 100,000.00 |
| 0.24 | 0.00 | 2,200.00 |
| 37.00 | 0.00 | 5,000.00 |
| 238.00 | 0.00 | 102,000.00 |
| 0.52 | 0.00 | 0.00 |
| 10.00 | 0.00 | 0.00 |
| 3.00 | 0.00 | 0.00 |
| 890.00 | 787.00 | 80,000.00 |
| 2.00 | 0.00 | 0.00 |
| 500.00 | 10.00 | 166,000.00 |
| 0.60 | 0.60 | 2,800.00 |
| 600.00 | 0.00 | 63,100.00 |
| 3.00 | 0.00 | 20,000.00 |
| 2.00 | 2.00 | 1,758.00 |
| 989.00 | 389.00 | 150,986.00 |
| 364.00 | 0.00 | 1,400,000.00 |
| 20.00 | 10.00 | 21,713.00 |
| 0.48 | 0.00 | 0.00 |
| 1.36 | 0.61 | 232,500.00 |
| 10.00 | 0.00 | 9,000.00 |
| 0.10 | 0.10 | 0.00 |
| 1.00 | 1.00 | 100.00 |
| 4.20 | 4.20 | 1,000.00 |
| 0.78 | 0.00 | 0.00 |
| 0.67 | 0.00 | 2,000.00 |
| 2.00 | 0.00 | 0.00 |
| 10.00 | 0.00 | 20,000.00 |
| 2.00 | 0.00 | 10,000.00 |
| 7.10 | 0.00 | 0.00 |
| 1.33 | 0.00 | 789,328.00 |
| 3.00 | 0.10 | 5,000.00 |
| 200.00 | 0.00 | 10,000.00 |
| 3.00 | 0.20 | 3,000.00 |
| 500.00 | 0.00 | 2,500.00 |
| 4.00 | 4.00 | 2,000.00 |
| 7.14 | 0.00 | 83,474.00 |
| 4.00 | 0.00 | 500.00 |
| 3.50 | 3.50 | 1,603.00 |
| 0.20 | 0.20 | 7,000.00 |
| 0.48 | 0.48 | 2,000.00 |
| 0.01 | 0.01 | 0.00 |
| 10.00 | 0.00 | 2,500.00 |
| 1.00 | 0.00 | 5,000.00 |
| 0.48 | 0.12 | 10,000.00 |
| 0.28 | 0.28 | 0.00 |
| 1.60 | 0.00 | 14,870.00 |
| 3.50 | 0.00 | 0.00 |
| 1.10 | 0.00 | 50,000.00 |
| 76.00 | 0.00 | 734,805.00 |
| 6.00 | 1.00 | 13,375.00 |
| 2.90 | 0.80 | 4,205.00 |
| 400.00 | 133.00 | 50,000.00 |
| 25.00 | 1.00 | 100,000.00 |
| 0.60 | 0.60 | 2,000.00 |
| 1.00 | 0.07 | 1,000.00 |
| 22.00 | 0.00 | 0.00 |
| 0.26 | 0.00 | 0.00 |
| 20.00 | 0.00 | 5,000.00 |
| 1.00 | 0.00 | 2,000.00 |
| 3.00 | 3.00 | 5,000.00 |
| 0.30 | 0.00 | 8,500.00 |
| 0.71 | 0.71 | 0.00 |
| 0.36 | 0.01 | 1,000.00 |
| 30.00 | 0.00 | 185,000.00 |
| 704.00 | 19.00 | 2,726,171.00 |
| 0.20 | 0.00 | 50.00 |
| 0.93 | 0.93 | 0.00 |
| 16.60 | 0.00 | 4,000.00 |
| 0.48 | 0.00 | 500.00 |
| 1.00 | 0.00 | 1,000.00 |
| 1.00 | 0.00 | 1,500.00 |
| 5.00 | 2.00 | 0.00 |
| 1.90 | 1.90 | 0.00 |
| 15.00 | 5.00 | 0.00 |
| 2.00 | 2.00 | 20,000.00 |
| 30.00 | 0.00 | 9,330.00 |
| 0.30 | 0.00 | 267.00 |
| 4.70 | 0.00 | 75,000.00 |
| 473.00 | 473.00 | 0.00 |
| 34.60 | 34.60 | 0.00 |
| 0.36 | 0.00 | 15,000.00 |
| 10.00 | 0.00 | 324,728.00 |
| 250.00 | 0.00 | 200,000.00 |
| 0.95 | 0.00 | 11,262.00 |
| 50.00 | 0.00 | 0.00 |
| 3,500.00 | 0.00 | 0.00 |
| 1.50 | 0.00 | 0.00 |
| 15.00 | 5.00 | 13,500.00 |
| 0.20 | 0.00 | 0.00 |
| 0.50 | 0.00 | 2,780.00 |
| 2.13 | 0.00 | 4,300.00 |
| 0.71 | 0.00 | 300.00 |
| 0.47 | 0.00 | 3,000.00 |
| 1.20 | 1.20 | 0.00 |
| 0.80 | 0.00 | 12,000.00 |
| 2.50 | 1.50 | 800.00 |
| 15.00 | 9.00 | 100,000.00 |
| 40.00 | 0.00 | 20,000.00 |
| 115.00 | 20.00 | 3,000.00 |
| 1.00 | 1.00 | 5,000.00 |
| 2.99 | 2.99 | 0.00 |
| 128.00 | 28.00 | 4,200.00 |
| 5.00 | 0.00 | 24,000.00 |
| 0.71 | 0.42 | 233,702.00 |
| 0.47 | 0.00 | 3,000.00 |
| 7.60 | 0.00 | 14,000.00 |
| 23.00 | 23.00 | 0.00 |
| 60.00 | 0.00 | 0.00 |
| 0.12 | 0.00 | 7,000.00 |
| 0.13 | 0.13 | 0.00 |
| 2.30 | 1.12 | 74,500.00 |
| 199.00 | 4.00 | 389,430.00 |
| 2.38 | 0.00 | 0.00 |
| 0.24 | 0.24 | 0.00 |
| 0.06 | 0.06 | 0.00 |
| 0.45 | 0.00 | 16,000.00 |
| 0.71 | 0.00 | 100.00 |
| 84.00 | 0.00 | 166,000.00 |
| 31.20 | 1.20 | 3,600.00 |
| 7.00 | 0.00 | 36,000.00 |
| 142.50 | 42.50 | 10,380.00 |
| 2.12 | 0.00 | 25,000.00 |
| 3.00 | 2.00 | 40,000.00 |
| 95.00 | 2.00 | 68,000.00 |
| 0.60 | 0.60 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 0.10 | 0.10 | 25,000.00 |
| 5.00 | 0.00 | 39,742.00 |
| 0.17 | 0.17 | 0.00 |
| 15.00 | 3.00 | 5,000.00 |
| 331.00 | 0.00 | 1,419,000.00 |
| 3.00 | 0.00 | 11,000.00 |
| 0.83 | 0.83 | 100.00 |
| 1.78 | 0.00 | 22,000.00 |
| 2,121.00 | 1,120.00 | 278,000.00 |
| 0.71 | 0.00 | 1,000.00 |
| 744.05 | 445.27 | 250,000.00 |
| 0.10 | 0.10 | 0.00 |
| 0.12 | 0.00 | 0.00 |
| 2.00 | 0.00 | 5,000.00 |
| 3.40 | 3.40 | 150.00 |
| 919.00 | 581.00 | 2,200,000.00 |
| 100.00 | 0.00 | 2,000.00 |
| 0.36 | 0.36 | 0.00 |
| 2.00 | 1.00 | 0.00 |
| 0.36 | 0.00 | 11,220.00 |
| 790.00 | 0.00 | 143,500.00 |
| 7.20 | 0.20 | 16,750.00 |
| 12.76 | 0.00 | 52,120.00 |
| 5.00 | 0.00 | 1,500.00 |
| 250.00 | 50.00 | 0.00 |
| 2.39 | 2.39 | 10,500.00 |
| 2.50 | 0.00 | 57,730.00 |
| 20.00 | 0.00 | 10,000.00 |
| 0.24 | 0.24 | 100.00 |
| 100.00 | 0.00 | 0.00 |
| 0.20 | 0.20 | 500.00 |
| 0.48 | 0.00 | 650.00 |
| 0.10 | 0.00 | 12,000.00 |
| 40.00 | 1.00 | 2,000.00 |
| 14.00 | 14.00 | 154.00 |
| 2.00 | 0.00 | 3,770.00 |
| 200.00 | 0.00 | 284,638.00 |
| 6.00 | 0.00 | 85,000.00 |
| 0.24 | 0.00 | 2,500.00 |
| 7.00 | 7.00 | 1,800.00 |
| 65.00 | 0.00 | 68,000.00 |
| 25.00 | 9.00 | 0.00 |
| 25.00 | 3.00 | 194,815.00 |
| 3.00 | 0.00 | 8,000.00 |
| 4.50 | 0.00 | 1,000.00 |
| 0.05 | 0.00 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 5.95 | 0.00 | 15,976.00 |
| 400.00 | 177.00 | 2,500,000.00 |
| 20.00 | 8.00 | 2,000.00 |
| 2.40 | 2.19 | 23,489.00 |
| 0.24 | 0.00 | 1,000.00 |
| 0.00 | 0.00 | 0.00 |
| 0.10 | 0.00 | 122,000.00 |
| 17.10 | 17.10 | 3,000.00 |
| 0.17 | 0.00 | 720.00 |
| 0.71 | 0.00 | 4,000.00 |
| 0.95 | 0.00 | 926.00 |
| 0.36 | 0.00 | 10,000.00 |
| 0.50 | 0.50 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 0.24 | 0.00 | 12,000.00 |
| 0.10 | 0.00 | 0.00 |
| 0.20 | 0.00 | 5,000.00 |
| 0.00 | 0.00 | 0.00 |
| 6.00 | 0.00 | 10,000.00 |
| 3.00 | 0.00 | 5,100.00 |
| 59.70 | 0.00 | 50,000.00 |
| 100.00 | 1.00 | 50,000.00 |
| 1.43 | 1.43 | 5,000.00 |
| 21.40 | 0.00 | 159,388.00 |
| 64.00 | 9.00 | 15,000.00 |
| 2.38 | 2.17 | 0.00 |
| 3.00 | 2.00 | 0.00 |
| 0.50 | 0.00 | 4,000.00 |
| 181.00 | 181.00 | 1,000.00 |
| 5.00 | 3.28 | 150,000.00 |
| 2.00 | 0.10 | 11,000.00 |
| 7.30 | 0.00 | 10,000.00 |
| 1.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 4,000.00 |
| 0.90 | 0.00 | 0.00 |
| 0.63 | 0.00 | 1,700.00 |
| 0.15 | 0.15 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 58.90 | 0.00 | 23,285.00 |
| 5.00 | 0.00 | 31,428.00 |
| 0.48 | 0.48 | 500.00 |
| 450.00 | 8.00 | 2,706,148.00 |
| 1.55 | 0.00 | 0.00 |
| 3.00 | 0.00 | 500.00 |
| 0.50 | 0.00 | 150.00 |
| 0.88 | 0.00 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 2.00 | 0.00 | 1,800.00 |
| 0.50 | 0.00 | 2,500.00 |
| 0.00 | 0.00 | 0.00 |
| 85.70 | 23.80 | 375,000.00 |
| 15.88 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 1,238.10 | 190.50 | 75,000.00 |
| 0.70 | 0.00 | 4,000.00 |
| 0.60 | 0.02 | 53,773.00 |
| 40.00 | 0.00 | 280,000.00 |
| 646.00 | 298.00 | 1,200,000.00 |
| 2.38 | 0.00 | 25,000.00 |
| 1.50 | 0.50 | 0.00 |
| 15.00 | 0.00 | 2,500.00 |
| 2,066.00 | 2,066.00 | 0.00 |
| 0.35 | 0.00 | 0.00 |
| 0.50 | 0.00 | 0.00 |
| 0.47 | 0.00 | 1,000.00 |
| 0.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 1,000.00 |
| 1.00 | 1.00 | 3,000.00 |
| 0.02 | 0.02 | 0.00 |
| 0.31 | 0.00 | 1,000.00 |
| 35.00 | 0.00 | 5,600.00 |
| 0.23 | 0.00 | 100.00 |
| 0.86 | 0.00 | 5,300.00 |
| 0.38 | 0.38 | 0.00 |
| 0.24 | 0.24 | 200.00 |
| 30.00 | 25.00 | 6,005.00 |
| 80.00 | 80.00 | 1,589.00 |
| 0.20 | 0.00 | 0.00 |
| 0.10 | 0.10 | 9,945.00 |
| 2.90 | 0.00 | 0.00 |
| 62.00 | 4.00 | 6,800.00 |
| 0.25 | 0.00 | 5,000.00 |
| 50.00 | 0.00 | 1,500.00 |
| 0.20 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 0.02 | 0.00 | 0.00 |
| 0.50 | 0.00 | 4,500.00 |
| 5.00 | 0.00 | 0.00 |
| 0.11 | 0.00 | 4,920.00 |
| 2.97 | 0.00 | 3,000.00 |
| 0.20 | 0.00 | 0.00 |
| 0.20 | 0.00 | 500.00 |
| 0.70 | 0.00 | 11,250.00 |
| 0.00 | 0.00 | 0.00 |
| 2.50 | 0.00 | 30,000.00 |
| 1.50 | 0.00 | 0.00 |
| 23.00 | 0.00 | 0.00 |
| 770.00 | 770.00 | 0.00 |
| 0.02 | 0.02 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 4.00 | 0.00 | 6,500.00 |
| 0.20 | 0.00 | 0.00 |
| 0.33 | 0.33 | 0.00 |
| 25.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 500.00 | 65.00 | 6,000.00 |
| 0.10 | 0.10 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 0.42 | 0.00 | 1,000.00 |
| 0.19 | 0.00 | 0.00 |
| 0.70 | 0.00 | 50,000.00 |
| 31.42 | 31.42 | 1,000.00 |
| 0.16 | 0.06 | 5,000.00 |
| 0.24 | 0.00 | 5,000.00 |
| 0.20 | 0.00 | 0.00 |
| 0.33 | 0.33 | 0.00 |
| 225.00 | 0.00 | 25,000.00 |
| 300.00 | 300.00 | 120,000.00 |
| 5.00 | 0.92 | 1,700.00 |
| 0.00 | 0.00 | 0.00 |
| 15.00 | 0.00 | 2,500.00 |
| 0.24 | 0.00 | 2,835.00 |
| 1.45 | 0.00 | 17,546.00 |
| 119.05 | 71.43 | 80,000.00 |
| 1.19 | 1.19 | 12,410.00 |
| 0.95 | 0.00 | 11,000.00 |
| 0.71 | 0.00 | 1,000.00 |
| 0.00 | 0.00 | 200,000.00 |
| 3.00 | 0.00 | 17,500.00 |
| 3.00 | 3.00 | 0.00 |
| 100.00 | 90.00 | 15,000.00 |
| 0.60 | 0.60 | 2,200.00 |
| 0.07 | 0.07 | 8,000.00 |
| 3.00 | 0.00 | 8,000.00 |
| 0.40 | 0.00 | 3,000.00 |
| 5.00 | 5.00 | 0.00 |
| 0.85 | 0.10 | 1,545.00 |
| 1.66 | 0.00 | 7,000.00 |
| 0.21 | 0.00 | 2,000.00 |
| 0.70 | 0.00 | 1,000.00 |
| 0.50 | 0.00 | 20,000.00 |
| 0.40 | 0.00 | 0.00 |
| 6.90 | 6.90 | 50.00 |
| 1.00 | 1.00 | 150.00 |
| 1.75 | 1.25 | 2,623.00 |
| 535.00 | 0.00 | 616,000.00 |
| 4.31 | 0.00 | 30,775.00 |
| 143.00 | 13.00 | 818,521.00 |
| 0.01 | 0.00 | 10,000.00 |
| 80.00 | 0.00 | 25,000.00 |
| 0.10 | 0.10 | 0.00 |
| 286.00 | 286.00 | 0.00 |
| 100.00 | 5.00 | 20,000.00 |
| 0.06 | 0.00 | 0.00 |
| 270.00 | 0.00 | 8,867.00 |
| 5.00 | 0.00 | 7,000.00 |
| 0.57 | 0.00 | 0.00 |
| 4.40 | 4.40 | 0.00 |
| 0.48 | 0.48 | 0.00 |
| 176.00 | 176.00 | 0.00 |
| 52.00 | 52.00 | 2,500.00 |
| 15.00 | 0.00 | 80,000.00 |
| 8.00 | 0.00 | 5,000.00 |
| 0.44 | 0.19 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 8.00 | 0.00 | 700.00 |
| 3.00 | 0.00 | 0.00 |
| 0.40 | 0.00 | 0.00 |
| 0.26 | 0.00 | 4,000.00 |
| 2.38 | 0.00 | 1,600.00 |
| 5.00 | 5.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 2.40 | 0.00 | 34,694.00 |
| 0.36 | 0.00 | 0.00 |
| 2.30 | 2.30 | 0.00 |
| 3.00 | 0.00 | 0.00 |
| 3,299.00 | 990.00 | 403,295.00 |
| 0.12 | 0.00 | 400.00 |
| 0.59 | 0.00 | 0.00 |
| 0.26 | 0.00 | 10,000.00 |
| 0.50 | 0.00 | 5,000.00 |
| 4.00 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 0.95 | 0.00 | 5,000.00 |
| 2.40 | 0.00 | 5,000.00 |
| 10.00 | 0.00 | 0.00 |
| 8.00 | 0.00 | 500.00 |
| 0.24 | 0.00 | 3,200.00 |
| 3.00 | 0.00 | 3,188.00 |
| 0.55 | 0.00 | 0.00 |
| 0.30 | 0.00 | 500.00 |
| 1.00 | 0.00 | 30,000.00 |
| 0.17 | 0.00 | 0.00 |
| 0.50 | 0.00 | 0.00 |
| 0.20 | 0.00 | 1,500.00 |
| 0.45 | 0.00 | 5,000.00 |
| 0.12 | 0.00 | 3,000.00 |
| 0.83 | 0.00 | 5,000.00 |
| 1.00 | 0.00 | 17,000.00 |
| 3.70 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 1.50 | 0.00 | 0.00 |
| 0.40 | 0.00 | 0.00 |
| 100.00 | 0.00 | 12,000.00 |
| 0.01 | 0.00 | 75.00 |
| 391.80 | 41.80 | 9,670.00 |
| 0.48 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 445.00 | 0.00 | 0.00 |
| 361.00 | 0.00 | 90,000.00 |
| 400.00 | 0.00 | 0.00 |
| 120.00 | 0.00 | 5,000.00 |
| 0.20 | 0.00 | 0.00 |
| 0.25 | 0.00 | 0.00 |
| 10.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 3,437.00 |
| 0.71 | 0.00 | 1,500.00 |
| 0.59 | 0.00 | 2,000.00 |
| 250.00 | 0.00 | 800,000.00 |
| 10.00 | 0.00 | 10,000.00 |
| 20.00 | 0.00 | 900,000.00 |
| 2.00 | 0.00 | 10,000.00 |
| 1.11 | 0.48 | 8,000.00 |
| 6.00 | 0.00 | 5,000.00 |
| 1.00 | 0.00 | 2,800.00 |
| 5.69 | 0.00 | 50,000.00 |
| 0.90 | 0.00 | 1,000.00 |
| 0.91 | 0.00 | 60,000.00 |
| 0.79 | 0.00 | 30,000.00 |
| 900.00 | 0.00 | 300,000.00 |
| 475.00 | 100.00 | 331,720.00 |
| 13.00 | 0.00 | 1,650.00 |
| 0.20 | 0.00 | 0.00 |
| 0.26 | 0.00 | 3,000.00 |
| 770.00 | 770.00 | 0.00 |
| 2.00 | 0.50 | 0.00 |
| 0.50 | 0.50 | 0.00 |
| 0.20 | 0.00 | 2,650.00 |
| 2.85 | 2.85 | 1,000.00 |
| 30.00 | 0.00 | 36,000.00 |
| 4.76 | 0.00 | 0.00 |
| 0.18 | 0.00 | 5,000.00 |
| 1.50 | 1.50 | 1,000.00 |
| 1.00 | 1.00 | 0.00 |
| 0.48 | 0.00 | 2,561.00 |
| 0.40 | 0.00 | 0.00 |
| 0.79 | 0.79 | 53,663.00 |
| 5.00 | 5.00 | 10,000.00 |
| 0.24 | 0.24 | 100.00 |
| 1,609.00 | 1,609.00 | 2,500.00 |
| 1.00 | 0.00 | 10,000.00 |
| 1,477.00 | 281.76 | 414,000.00 |
| 3.57 | 0.00 | 0.00 |
| 0.00 | 0.00 | 0.00 |
| 0.19 | 0.00 | 3,385.00 |
| 3.00 | 0.00 | 110,000.00 |
| 976.00 | 976.00 | 0.00 |
| 25.00 | 8.38 | 1,006,918.00 |
| 5.00 | 0.00 | 1,006,918.00 |
| 0.01 | 0.01 | 0.00 |
| 4.71 | 4.71 | 200,000.00 |
| 2.00 | 0.00 | 1,500.00 |
| 6.00 | 6.00 | 100.00 |
| 0.60 | 0.00 | 30,000.00 |
| 560.00 | 120.00 | 24,550.00 |
| 15.00 | 3.00 | 38,000.00 |
| 31.80 | 31.80 | 200.00 |
| 7.86 | 6.20 | 5,000.00 |
| 0.16 | 0.00 | 9,400.00 |
| 0.10 | 0.00 | 0.00 |
| 0.30 | 0.00 | 0.00 |
| 35.00 | 0.00 | 20,000.00 |
| 4.00 | 0.00 | 2,000.00 |
| 0.24 | 0.00 | 5,376.00 |
| 1.00 | 0.00 | 15,160.00 |
| 100.00 | 20.00 | 0.00 |
| 0.60 | 0.00 | 6,209.00 |
| 260.00 | 0.00 | 0.00 |
| 0.62 | 0.00 | 10,000.00 |
| 128.00 | 0.00 | 50,000.00 |
| 0.20 | 0.20 | 0.00 |
| 0.24 | 0.24 | 1,000.00 |
| 0.01 | 0.01 | 0.00 |
| 1.79 | 0.00 | 0.00 |
| 12.70 | 0.00 | 22,000.00 |
| 2.86 | 0.00 | 0.00 |
| 1.00 | 0.00 | 20,000.00 |
| 0.60 | 0.60 | 0.00 |
| 1.00 | 0.00 | 2,000.00 |
| 1.43 | 1.43 | 2,500.00 |
| 162.00 | 0.00 | 65,000.00 |
| 1.00 | 0.00 | 80,000.00 |
| 0.10 | 0.10 | 0.00 |
| 0.60 | 0.00 | 13,657.00 |
| 30.00 | 15.00 | 344,269.00 |
| 6.02 | 0.00 | 60,642.00 |
| 5.00 | 5.00 | 2,500.00 |
| 27.00 | 27.00 | 300.00 |
| 398.00 | 0.00 | 102,000.00 |
| 13.90 | 0.00 | 26,178.00 |
| 0.20 | 0.20 | 2,500.00 |
| 1.50 | 0.00 | 0.00 |
| 100.00 | 10.00 | 144,888.00 |
| 1.00 | 0.00 | 1,000.00 |
| 8.98 | 0.00 | 0.00 |
| 67.82 | 0.00 | 0.00 |
| 0.01 | 0.00 | 972.00 |
| 172.00 | 0.00 | 6,000.00 |
| 0.95 | 0.00 | 9,903.00 |
| 1.60 | 1.60 | 200.00 |
| 3.50 | 0.00 | 15,000.00 |
| 9.52 | 9.52 | 72,000.00 |
| 145.00 | 5.58 | 198,724.00 |
| 1.00 | 0.00 | 35,000.00 |
| 23.00 | 23.00 | 132.00 |
| 0.71 | 0.47 | 5,000.00 |
| 51.00 | 51.00 | 10,000.00 |
| 1,924.00 | 1,924.00 | 10,000.00 |
| 23.10 | 0.00 | 30,000.00 |
| 22.60 | 20.60 | 19,250.00 |
| 0.12 | 0.00 | 0.00 |
| 173.00 | 173.00 | 2,000.00 |
| 1.10 | 0.00 | 82,000.00 |
| 142.90 | 25.00 | 160,000.00 |
| 0.71 | 0.00 | 810.00 |
| 0.21 | 0.00 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 0.70 | 0.00 | 16,400.00 |
| 0.24 | 0.00 | 252.00 |
| 20.00 | 0.00 | 1,500.00 |
| 10.00 | 6.70 | 10,000.00 |
| 3.93 | 0.00 | 93,204.00 |
| 0.74 | 0.00 | 6,000.00 |
| 2.00 | 0.50 | 250.00 |
| 300.00 | 100.00 | 250,000.00 |
| 1.00 | 0.00 | 0.00 |
| 0.96 | 0.00 | 37,000.00 |
| 202.00 | 0.00 | 600,000.00 |
| 4.05 | 4.05 | 7,987.00 |
| 3.00 | 0.00 | 30,000.00 |
| 0.80 | 0.00 | 5,000.00 |
| 5.00 | 0.00 | 12,000.00 |
| 650.00 | 592.00 | 240,000.00 |
| 30.00 | 0.00 | 5,000.00 |
| 0.47 | 0.35 | 5,327.00 |
| 160.00 | 48.00 | 1,100,000.00 |
| 10.00 | 0.00 | 200.00 |
| 1.00 | 0.10 | 1,000.00 |
| 0.48 | 0.00 | 0.00 |
| 3.00 | 3.00 | 2,500.00 |
| 90.00 | 90.00 | 0.00 |
| 1.00 | 1.00 | 3,000.00 |
| 5.70 | 0.00 | 5,170.00 |
| 0.60 | 0.60 | 0.00 |
| 273.00 | 0.00 | 400,000.00 |
| 0.71 | 0.00 | 3,000.00 |
| 6.50 | 0.50 | 750,688.00 |
| 500.00 | 50.00 | 155,000.00 |
| 100.00 | 100.00 | 20,000.00 |
| 0.92 | 0.92 | 0.00 |
| 200.00 | 20.00 | 173,000.00 |
| 0.07 | 0.00 | 0.00 |
| 25.00 | 0.00 | 2,989.00 |
| 2.00 | 0.00 | 1,600.00 |
| 0.45 | 0.45 | 1,000.00 |
| 390.00 | 5.00 | 0.00 |
| 0.21 | 0.09 | 5,000.00 |
| 2.00 | 0.00 | 1,000.00 |
| 13.21 | 0.00 | 9,500.00 |
| 20.00 | 1.10 | 291,448.00 |
| 0.50 | 0.00 | 0.00 |
| 1.30 | 1.00 | 5,000.00 |
| 0.20 | 0.00 | 0.00 |
| 2.00 | 2.00 | 2,000.00 |
| 1,300.00 | 1,300.00 | 20,000.00 |
| 350.00 | 0.00 | 20,000.00 |
| 6.00 | 6.00 | 250.00 |
| 0.25 | 0.25 | 500.00 |
| 16.50 | 0.00 | 2,500.00 |
| 5.00 | 0.00 | 5,000.00 |
| 20.00 | 20.00 | 0.00 |
| 20.70 | 10.70 | 6,130.00 |
| 0.01 | 0.00 | 0.00 |
| 20.00 | 3.00 | 25,000.00 |
| 0.36 | 0.36 | 2,000.00 |
| 5.00 | 0.00 | 8,900.00 |
| 0.24 | 0.24 | 0.00 |
| 6.25 | 0.00 | 0.00 |
| 0.20 | 0.00 | 35,000.00 |
| 1.00 | 0.50 | 10,000.00 |
| 10.00 | 0.00 | 1,000.00 |
| 0.38 | 0.00 | 500.00 |
| 0.50 | 0.00 | 500.00 |
| 5.00 | 5.00 | 0.00 |
| 93.85 | 93.85 | 250.00 |
| 0.20 | 0.00 | 1,000.00 |
| 4.00 | 0.00 | 10,000.00 |
| 0.01 | 0.00 | 5,000.00 |
| 0.15 | 0.00 | 50.00 |
| 4.00 | 0.00 | 2,359.00 |
| 150.00 | 115.00 | 2,000.00 |
| 0.10 | 0.10 | 0.00 |
| 7.49 | 0.00 | 1,260,147.00 |
| 215.00 | 0.00 | 19,000.00 |
| 0.60 | 0.00 | 0.00 |
| 17.00 | 8.00 | 0.00 |
| 20.00 | 2.50 | 213,432.00 |
| 1.00 | 0.00 | 4,500.00 |
| 0.10 | 0.00 | 0.00 |
| 1.90 | 0.00 | 4,760.00 |
| 15.00 | 0.00 | 5,300.00 |
| 0.50 | 0.00 | 0.00 |
| 0.23 | 0.00 | 26,000.00 |
| 0.29 | 0.00 | 1,000.00 |
| 0.89 | 0.00 | 5,000.00 |
| 1.00 | 0.00 | 8,000.00 |
| 0.50 | 0.00 | 0.00 |
| 40.00 | 0.00 | 18,000.00 |
| 6.00 | 6.00 | 0.00 |
| 62.90 | 0.00 | 945,000.00 |
| 0.50 | 0.00 | 0.00 |
| 1.50 | 0.00 | 0.00 |
| 0.30 | 0.00 | 0.00 |
| 24.00 | 19.00 | 4,500.00 |
| 15.00 | 0.00 | 1,000.00 |
| 24.00 | 24.00 | 0.00 |
| 0.12 | 0.00 | 575.00 |
| 10.00 | 0.00 | 250,000.00 |
| 308.00 | 0.00 | 60,000.00 |
| 35.00 | 30.00 | 0.00 |
| 0.71 | 0.00 | 12,000.00 |
| 10.80 | 0.00 | 2,000.00 |
| 1.40 | 0.70 | 0.00 |
| 0.01 | 0.00 | 2,000.00 |
| 0.12 | 0.00 | 3,000.00 |
| 0.20 | 0.00 | 5,000.00 |
| 1.00 | 1.00 | 1,000.00 |
| 0.20 | 0.20 | 500.00 |
| 30.00 | 5.00 | 2,000.00 |
| 0.10 | 0.00 | 0.00 |
| 264.00 | 208.00 | 0.00 |
| 53.47 | 0.47 | 40,000.00 |
| 0.10 | 0.00 | 500.00 |
| 45.00 | 0.00 | 0.00 |
| 0.28 | 0.00 | 3,000.00 |
| 0.50 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 38.70 | 0.20 | 45,000.00 |
| 1.00 | 0.00 | 0.00 |
| 0.47 | 0.00 | 8,000.00 |
| 1.50 | 0.00 | 0.00 |
| 17.30 | 17.30 | 3,000.00 |
| 0.20 | 0.00 | 3,000.00 |
| 0.04 | 0.04 | 7,500.00 |
| 12.00 | 12.00 | 0.00 |
| 160.00 | 5.00 | 17,000.00 |
| 2.00 | 0.00 | 9,000.00 |
| 19.00 | 4.00 | 3,000.00 |
| 4.50 | 4.50 | 0.00 |
| 28.00 | 28.00 | 0.00 |
| 800.00 | 150.00 | 5,000.00 |
| 72.00 | 0.00 | 150,000.00 |
| 50.00 | 0.00 | 15,000.00 |
| 297.00 | 0.00 | 10,000.00 |
| 0.24 | 0.00 | 30,000.00 |
| 0.10 | 0.10 | 85,000.00 |
| 80.00 | 28.00 | 830,000.00 |
| 0.48 | 0.00 | 3,800.00 |
| 2.00 | 0.00 | 16,729.00 |
| 2.00 | 2.00 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 0.10 | 0.10 | 100.00 |
| 0.10 | 0.10 | 0.00 |
| 682.00 | 0.00 | 10,000.00 |
| 2.38 | 1.38 | 133,159.00 |
| 4.00 | 0.00 | 60,000.00 |
| 0.02 | 0.02 | 50.00 |
| 225.00 | 14.00 | 7,500.00 |
| 100.00 | 0.00 | 0.00 |
| 5.00 | 1.50 | 0.00 |
| 200.00 | 125.00 | 0.00 |
| 100.00 | 0.00 | 0.00 |
| 632.00 | 51.00 | 408,753.00 |
| 10.00 | 0.00 | 0.00 |
| 60.00 | 10.00 | 21,488.00 |
| 2.50 | 0.00 | 15,000.00 |
| 30.00 | 30.00 | 71,000.00 |
| 0.40 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 0.23 | 0.00 | 100.00 |
| 5.70 | 0.00 | 1,000.00 |
| 0.10 | 0.10 | 0.00 |
| 0.80 | 0.80 | 0.00 |
| 1.70 | 0.00 | 6,000.00 |
| 0.35 | 0.35 | 1,000.00 |
| 0.60 | 0.00 | 4,500.00 |
| 10.00 | 8.00 | 10,000.00 |
| 0.35 | 0.35 | 0.00 |
| 0.40 | 0.40 | 2,500.00 |
| 1,850.00 | 250.00 | 94,450.00 |
| 1.00 | 0.00 | 7,125.00 |
| 2.00 | 1.00 | 25,000.00 |
| 11.00 | 1.00 | 8,000.00 |
| 200.00 | 0.00 | 16,400.00 |
| 10.00 | 0.00 | 30,370.00 |
| 8.90 | 0.00 | 35,000.00 |
| 3.69 | 0.00 | 130,000.00 |
| 150.00 | 35.00 | 7,240.00 |
| 3.00 | 0.00 | 0.00 |
| 0.36 | 0.00 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 13.60 | 0.00 | 132,000.00 |
| 0.60 | 0.00 | 0.00 |
| 0.00 | 0.00 | 140,000.00 |
| 6.00 | 0.00 | 7,000.00 |
| 747.70 | 0.00 | 932,556.00 |
| 1.00 | 0.00 | 0.00 |
| 3.00 | 3.00 | 0.00 |
| 2.67 | 0.00 | 5,000.00 |
| 0.48 | 0.00 | 500.00 |
| 0.50 | 0.50 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 0.50 | 0.00 | 2,500.00 |
| 0.01 | 0.00 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 1.40 | 0.00 | 6,000.00 |
| 0.01 | 0.00 | 1,800.00 |
| 0.05 | 0.05 | 0.00 |
| 0.10 | 0.00 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 51.50 | 11.50 | 518,755.00 |
| 1.02 | 0.00 | 9,100.00 |
| 11.00 | 0.00 | 17,000.00 |
| 41.00 | 24.80 | 131,500.00 |
| 1.20 | 0.00 | 10,000.00 |
| 2.80 | 0.00 | 0.00 |
| 10.00 | 0.00 | 5,000.00 |
| 25.00 | 0.00 | 320.00 |
| 40.00 | 0.00 | 2,000.00 |
| 3.00 | 0.00 | 1,100.00 |
| 10.00 | 0.00 | 12,300.00 |
| 0.75 | 0.00 | 1,100.00 |
| 0.52 | 0.00 | 32,150.00 |
| 0.24 | 0.00 | 5,000.00 |
| 11.90 | 8.60 | 285,000.00 |
| 0.48 | 0.00 | 8,400.00 |
| 0.36 | 0.00 | 500.00 |
| 24.00 | 24.00 | 0.00 |
| 0.30 | 0.00 | 1,000.00 |
| 104.00 | 0.00 | 11,142.00 |
| 0.10 | 0.00 | 250.00 |
| 69.00 | 0.00 | 0.00 |
| 20.00 | 0.00 | 0.00 |
| 0.59 | 0.35 | 12,945.00 |
| 2.40 | 0.00 | 10,000.00 |
| 35.00 | 0.00 | 43,000.00 |
| 0.24 | 0.00 | 2,000.00 |
| 0.20 | 0.20 | 0.00 |
| 105.00 | 0.00 | 4,920.00 |
| 300.00 | 0.00 | 9,960.00 |
| 3.00 | 0.00 | 1,500.00 |
| 0.36 | 0.00 | 0.00 |
| 0.07 | 0.07 | 0.00 |
| 1.50 | 0.00 | 0.00 |
| 0.24 | 0.00 | 2,000.00 |
| 0.19 | 0.00 | 1,000.00 |
| 1.14 | 0.00 | 18,000.00 |
| 0.01 | 0.01 | 100.00 |
| 10.00 | 9.00 | 0.00 |
| 40.00 | 0.00 | 2,600.00 |
| 2.40 | 0.00 | 0.00 |
| 8.00 | 0.00 | 5,000.00 |
| 0.29 | 0.29 | 0.00 |
| 34.00 | 14.00 | 1,000.00 |
| 5.65 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 0.00 |
| 2.45 | 0.00 | 5,000.00 |
| 0.20 | 0.20 | 0.00 |
| 195.00 | 20.00 | 6,500.00 |
| 5.00 | 3.00 | 87,826.00 |
| 3.00 | 2.00 | 1,000.00 |
| 0.10 | 0.10 | 0.00 |
| 4.93 | 0.00 | 25,000.00 |
| 0.95 | 0.47 | 205,000.00 |
| 0.00 | 0.00 | 0.00 |
| 760.00 | 0.00 | 150,000.00 |
| 0.36 | 0.00 | 2,500.00 |
| 2.38 | 0.48 | 10,000.00 |
| 0.80 | 0.00 | 0.00 |
| 0.60 | 0.00 | 3,600.00 |
| 0.12 | 0.00 | 30,000.00 |
| 11.00 | 0.00 | 60,000.00 |
| 24.00 | 0.60 | 15,000.00 |
| 211.00 | 1.00 | 300,000.00 |
| 1.60 | 0.85 | 4,883.00 |
| 223.00 | 223.00 | 0.00 |
| 85.00 | 4.00 | 2,000.00 |
| 1.07 | 0.00 | 0.00 |
| 3,300.00 | 200.00 | 403,551.00 |
| 9.76 | 0.00 | 168,143.00 |
| 4.00 | 4.00 | 600.00 |
| 20.00 | 4.00 | 390.00 |
| 20.00 | 10.00 | 390.00 |
| 8.00 | 0.50 | 390.00 |
| 80.00 | 10.00 | 400.00 |
| 9.00 | 4.00 | 800.00 |
| 0.20 | 0.20 | 0.00 |
| 21.00 | 21.00 | 0.00 |
| 6.00 | 6.00 | 0.00 |
| 1.00 | 0.00 | 395,225.00 |
| 0.24 | 0.24 | 1,000.00 |
| 0.24 | 0.24 | 1,000.00 |
| 35.00 | 2.00 | 5,000.00 |
| 1.00 | 0.50 | 15,000.00 |
| 443.00 | 443.00 | 0.00 |
| 0.24 | 0.00 | 400,000.00 |
| 8.30 | 8.30 | 0.00 |
| 1.60 | 1.60 | 1,500.00 |
| 0.24 | 0.00 | 0.00 |
| 2.00 | 2.00 | 60,788.00 |
| 84.00 | 0.00 | 308,850.00 |
| 255.00 | 57.00 | 40,000.00 |
| 5.00 | 0.00 | 2,500.00 |
| 0.38 | 0.15 | 2,500.00 |
| 0.10 | 0.00 | 0.00 |
| 9.40 | 8.80 | 88,000.00 |
| 3.30 | 0.00 | 8,550.00 |
| 70.00 | 0.00 | 6,000.00 |
| 10.00 | 10.00 | 8,200.00 |
| 0.64 | 0.00 | 7,000.00 |
| 2.00 | 2.00 | 5,000.00 |
| 45.00 | 45.00 | 0.00 |
| 10.00 | 0.00 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 0.26 | 0.00 | 14,970.00 |
| 1.43 | 0.05 | 15,500.00 |
| 0.10 | 0.00 | 0.00 |
| 330.00 | 30.00 | 1,800,000.00 |
| 61.00 | 0.00 | 7,000.00 |
| 2.10 | 0.00 | 50,000.00 |
| 0.14 | 0.00 | 9,000.00 |
| 6.00 | 1.00 | 500.00 |
| 0.18 | 0.00 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 533.00 | 53.00 | 0.00 |
| 14.29 | 8.58 | 514,000.00 |
| 0.14 | 0.14 | 106,417.00 |
| 1.00 | 0.00 | 0.00 |
| 0.70 | 0.70 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 32.00 | 2.00 | 4,365.00 |
| 4.00 | 0.00 | 3,500.00 |
| 0.10 | 0.00 | 0.00 |
| 123.00 | 0.00 | 502,315.00 |
| 190.00 | 0.00 | 8,500.00 |
| 0.17 | 0.00 | 0.00 |
| 1.00 | 1.00 | 0.00 |
| 40.00 | 0.00 | 0.00 |
| 2.00 | 2.00 | 0.00 |
| 2.00 | 2.00 | 6,000.00 |
| 47.62 | 47.62 | 0.00 |
| 4.00 | 0.00 | 2,500.00 |
| 2.39 | 2.26 | 40,000.00 |
| 694.00 | 694.00 | 0.00 |
| 960.00 | 426.00 | 277,168.00 |
| 1.50 | 0.00 | 65,000.00 |
| 14.00 | 0.00 | 7,000.00 |
| 0.90 | 0.00 | 915.00 |
| 0.24 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 22.00 | 0.00 | 268,400.00 |
| 91.10 | 80.10 | 72,000.00 |
| 5.00 | 1.00 | 180,000.00 |
| 1.00 | 0.00 | 15,000.00 |
| 1,000.00 | 0.00 | 0.00 |
| 1.00 | 0.22 | 25,000.00 |
| 1.00 | 1.00 | 1,500.00 |
| 22.10 | 0.00 | 15,000.00 |
| 4.48 | 0.00 | 75,000.00 |
| 0.01 | 0.00 | 0.00 |
| 315.00 | 315.00 | 153,556.00 |
| 0.67 | 0.00 | 8,500.00 |
| 10.00 | 0.00 | 80,000.00 |
| 0.10 | 0.00 | 0.00 |
| 38.00 | 0.00 | 8,000.00 |
| 1.40 | 0.00 | 2,200.00 |
| 20.00 | 15.00 | 30,000.00 |
| 0.20 | 0.00 | 0.00 |
| 0.14 | 0.14 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 25.00 | 0.00 | 0.00 |
| 0.20 | 0.00 | 0.00 |
| 0.16 | 0.16 | 150.00 |
| 0.20 | 0.20 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 20.00 | 0.00 | 10,000.00 |
| 0.41 | 0.00 | 1,285.00 |
| 2.00 | 1.00 | 390.00 |
| 0.10 | 0.10 | 250.00 |
| 0.02 | 0.02 | 50.00 |
| 798.00 | 0.00 | 0.00 |
| 0.35 | 0.00 | 11,121.00 |
| 200.00 | 130.00 | 361,307.00 |
| 25.00 | 0.00 | 75,000.00 |
| 24.00 | 6.00 | 30,850.00 |
| 2.00 | 0.00 | 3,000.00 |
| 4.20 | 3.70 | 300.00 |
| 0.48 | 0.00 | 10,400.00 |
| 0.29 | 0.29 | 0.00 |
| 1.97 | 1.97 | 150,000.00 |
| 650.00 | 20.00 | 60,000.00 |
| 1,181.00 | 1,181.00 | 0.00 |
| 100.00 | 60.00 | 105,000.00 |
| 12.00 | 0.00 | 70,000.00 |
| 0.00 | 0.00 | 359,000.00 |
| 0.71 | 0.01 | 2,050.00 |
| 1.00 | 1.00 | 20,000.00 |
| 470.80 | 105.80 | 39,946.00 |
| 14.00 | 0.00 | 6,000.00 |
| 13.71 | 0.00 | 275,000.00 |
| 3.02 | 0.12 | 275,000.00 |
| 17.97 | 0.97 | 10,000.00 |
| 1,064.00 | 20.00 | 750,000.00 |
| 0.37 | 0.37 | 0.00 |
| 0.48 | 0.00 | 4,500.00 |
| 60.00 | 2.00 | 647,000.00 |
| 10.00 | 2.00 | 12,000.00 |
| 400.00 | 100.00 | 20,000.00 |
| 211.00 | 201.00 | 50,000.00 |
| 20.00 | 19.00 | 8,000.00 |
| 98.00 | 38.00 | 11,268.00 |
| 150.00 | 25.00 | 1,125,861.00 |
| 0.50 | 0.00 | 1,500.00 |
| 30.00 | 0.00 | 5,000.00 |
| 0.12 | 0.00 | 0.00 |
| 40.00 | 0.00 | 6,500.00 |
| 0.20 | 0.00 | 1,500.00 |
| 3.00 | 2.00 | 1,000.00 |
| 0.50 | 0.00 | 0.00 |
| 0.01 | 0.00 | 200.00 |
| 169.00 | 149.00 | 400,000.00 |
| 2,535.00 | 2,535.00 | 0.00 |
| 1.10 | 1.10 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 4.00 | 3.50 | 7,500.00 |
| 1.80 | 0.00 | 84,802.00 |
| 1.00 | 0.00 | 11,000.00 |
| 2.00 | 0.00 | 4,359.00 |
| 0.10 | 0.10 | 0.00 |
| 0.71 | 0.71 | 150.00 |
| 0.50 | 0.00 | 1,000.00 |
| 0.20 | 0.00 | 9,976.00 |
| 10.00 | 10.00 | 500.00 |
| 130.00 | 9.00 | 1,559,000.00 |
| 222.00 | 0.00 | 5,745.00 |
| 83.00 | 83.00 | 0.00 |
| 100.10 | 100.10 | 0.00 |
| 0.71 | 0.71 | 20,000.00 |
| 1.00 | 0.00 | 0.00 |
| 100.00 | 3.00 | 26,399.00 |
| 0.25 | 0.00 | 0.00 |
| 4.00 | 0.00 | 1,500.00 |
| 65.30 | 65.30 | 6,900.00 |
| 5.80 | 0.00 | 10,000.00 |
| 5.90 | 5.90 | 0.00 |
| 500.00 | 100.00 | 1,585,000.00 |
| 3.57 | 2.68 | 277,000.00 |
| 0.38 | 0.38 | 0.00 |
| 1.19 | 0.00 | 5,072.00 |
| 70.00 | 70.00 | 0.00 |
| 65.98 | 0.00 | 62,935.00 |
| 16.66 | 2.80 | 1,500.00 |
| 13.21 | 0.00 | 79,000.00 |
| 2.28 | 2.28 | 200.00 |
| 300.00 | 0.00 | 76,600.00 |
| 5.00 | 2.26 | 38,198.00 |
| 81.40 | 81.40 | 0.00 |
| 15.60 | 0.00 | 2,500.00 |
| 5.60 | 5.60 | 2,000.00 |
| 138.30 | 28.30 | 120,000.00 |
| 9.60 | 0.00 | 0.00 |
| 2.00 | 0.00 | 0.00 |
| 321.00 | 156.00 | 3,218.00 |
| 1,861.00 | 88.00 | 2,462,404.00 |
| 800.00 | 200.00 | 5,000.00 |
| 5.74 | 0.00 | 60,000.00 |
| 150.00 | 0.00 | 0.00 |
| 0.23 | 0.00 | 3,000.00 |
| 2.39 | 1.39 | 38,090.00 |
| 4.76 | 0.00 | 23,000.00 |
| 2.19 | 0.00 | 25,000.00 |
| 50.00 | 26.50 | 35,500.00 |
| 2.60 | 0.00 | 5,000.00 |
| 0.23 | 0.00 | 500.00 |
| 0.01 | 0.00 | 278,708.00 |
| 0.31 | 0.01 | 0.00 |
| 0.60 | 0.00 | 1,000.00 |
| 10.00 | 9.93 | 7,000.00 |
| 1.00 | 1.00 | 1,300.00 |
| 3.61 | 0.00 | 107,000.00 |
| 0.00 | 0.00 | 4,000.00 |
| 0.88 | 0.00 | 0.00 |
| 2.00 | 2.00 | 12,300.00 |
| 150.00 | 10.00 | 5,000.00 |
| 519.00 | 319.00 | 28,000.00 |
| 14.00 | 2.00 | 0.00 |
| 15.00 | 0.00 | 3,554.00 |
| 0.12 | 0.00 | 0.00 |
| 4.76 | 0.64 | 76,000.00 |
| 1.00 | 0.00 | 3,500.00 |
| 0.10 | 0.10 | 1,000.00 |
| 4.00 | 0.00 | 0.00 |
| 0.11 | 0.00 | 40,000.00 |
| 2.00 | 2.00 | 6,500.00 |
| 0.36 | 0.00 | 100.00 |
| 4.87 | 4.87 | 134,250.00 |
| 238.00 | 0.00 | 2,500.00 |
| 15.00 | 0.00 | 2,500.00 |
| 152.00 | 0.00 | 80,000.00 |
| 6.15 | 6.15 | 800.00 |
| 0.36 | 0.00 | 1,000.00 |
| 0.40 | 0.00 | 82,000.00 |
| 20.00 | 0.00 | 94,704.00 |
| 0.18 | 0.18 | 0.00 |
| 1.00 | 0.00 | 0.00 |
| 0.02 | 0.02 | 0.00 |
| 4.00 | 0.50 | 40,000.00 |
| 700.00 | 200.00 | 50,000.00 |
| 8.30 | 0.00 | 32,000.00 |
| 2.90 | 0.00 | 120,000.00 |
| 0.12 | 0.12 | 0.00 |
| 24.00 | 12.00 | 150,000.00 |
| 250.00 | 0.00 | 16,404.00 |
| 2.00 | 0.00 | 3,000.00 |
| 0.60 | 0.00 | 10,000.00 |
| 359.00 | 59.00 | 10,000.00 |
| 17.00 | 17.00 | 0.00 |
| 15.00 | 0.00 | 20,000.00 |
| 0.69 | 0.00 | 11,179.00 |
| 56.00 | 56.00 | 0.00 |
| 12.05 | 0.12 | 132,000.00 |
| 295.00 | 0.00 | 63,000.00 |
| 5.00 | 0.00 | 433,856.00 |
| 0.70 | 0.70 | 0.00 |
| 10.00 | 0.00 | 4,000.00 |
| 52.20 | 4.40 | 150,000.00 |
| 71.80 | 1.00 | 400,000.00 |
| 15.00 | 0.00 | 20,000.00 |
| 0.27 | 0.27 | 500.00 |
| 0.05 | 0.05 | 7,935.00 |
| 4.40 | 4.40 | 500.00 |
| 4.40 | 0.00 | 200.00 |
| 280.00 | 0.00 | 450,000.00 |
| 1.79 | 0.89 | 30,000.00 |
| 173.00 | 0.00 | 44,100.00 |
| 20.00 | 2.00 | 40,000.00 |
| 0.05 | 0.00 | 16,000.00 |
| 3.00 | 0.00 | 0.00 |
| 0.24 | 0.00 | 0.00 |
| 0.10 | 0.10 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 0.20 | 0.20 | 0.00 |
| 31.00 | 0.00 | 0.00 |
| 0.00 | 0.00 | 0.00 |
| 1.00 | 0.00 | 5,000.00 |
| 1.00 | 1.00 | 0.00 |
| 0.47 | 0.00 | 14,000.00 |
| 0.00 | 0.00 | 0.00 |
| 0.80 | 0.00 | 0.00 |
| 0.36 | 0.00 | 2,000.00 |
| 4.00 | 0.00 | 6,000.00 |
| 1,300.00 | 480.00 | 400,000.00 |
| 0.10 | 0.10 | 0.00 |
| 8.90 | 0.00 | 80,000.00 |
| 0.33 | 0.00 | 5,000.00 |
| 7.20 | 7.20 | 50.00 |
| 2.48 | 2.48 | 0.00 |
| 0.21 | 0.00 | 3,344.00 |
| 0.03 | 0.00 | 44,694.00 |
| 25.00 | 5.00 | 50,000.00 |
| 25.00 | 5.00 | 50,000.00 |
| 3.00 | 0.00 | 5,200.00 |
| 16.00 | 0.00 | 27,700.00 |
| 1.00 | 0.00 | 411.00 |
| 19.00 | 0.00 | 10,000.00 |
| 60.00 | 0.00 | 0.00 |
| 140.00 | 140.00 | 26,000.00 |
| 15.00 | 0.00 | 500.00 |
| 184.14 | 36.14 | 620,000.00 |
| 27.00 | 2.00 | 246,810.00 |
| 4.50 | 0.00 | 6,035.00 |
| 10.00 | 0.00 | 0.00 |
| 5.00 | 0.10 | 34,500.00 |
| 0.62 | 0.17 | 1,292.00 |
| 2.38 | 0.38 | 50,000.00 |
| 0.60 | 0.00 | 3,000.00 |
| 0.50 | 0.50 | 0.00 |
| 22.00 | 0.00 | 2,000.00 |
| 1.00 | 0.00 | 10,000.00 |
| 0.24 | 0.00 | 14,000.00 |
| 0.12 | 0.00 | 250.00 |
| 9.10 | 9.10 | 7,570.00 |
| 0.31 | 0.00 | 3,900.00 |
| 1.07 | 0.00 | 8,396.00 |
| 3.48 | 0.00 | 30,000.00 |
| 900.00 | 100.00 | 900,000.00 |
| 5.00 | 0.90 | 52,000.00 |
| 5.00 | 0.00 | 7,590.00 |
| 1.48 | 0.00 | 780.00 |
| 1.74 | 1.74 | 200.00 |
| 0.20 | 0.00 | 770.00 |
| 30.00 | 5.00 | 0.00 |
| 0.12 | 0.00 | 200.00 |
| 0.50 | 0.00 | 200.00 |
| 65.00 | 0.50 | 200.00 |
| 1.00 | 0.50 | 200.00 |
| 2.00 | 0.50 | 200.00 |
| 0.50 | 0.00 | 200.00 |
| 0.50 | 0.00 | 200.00 |
| 11.90 | 9.50 | 10,000.00 |
| 1.19 | 0.00 | 100.00 |
| 31.00 | 0.00 | 63,820.00 |
| 0.01 | 0.00 | 0.00 |
| 2.00 | 1.00 | 3,000.00 |
| 8.98 | 1.80 | 17,820.00 |
| 0.50 | 0.00 | 1,000.00 |
| 11.50 | 3.50 | 0.00 |
| 10.71 | 0.00 | 41,841.00 |
| 0.30 | 0.00 | 0.00 |
| 203.00 | 203.00 | 0.00 |
| 6.30 | 6.30 | 0.00 |
| 15.00 | 0.00 | 1,000.00 |
| 1.58 | 1.58 | 0.00 |
| 1.00 | 0.00 | 5,000.00 |
| 1.50 | 0.00 | 0.00 |
| 0.00 | 0.00 | 0.00 |
| 575.00 | 0.00 | 5,000.00 |
| 20.00 | 0.00 | 0.00 |
| 522.00 | 5.00 | 25,000.00 |
| 0.86 | 0.00 | 60,000.00 |
| 6.00 | 0.00 | 1,200.00 |
| 7.90 | 5.90 | 35,000.00 |
| 4.80 | 4.80 | 0.00 |
| 0.50 | 0.00 | 1,800.00 |
| 0.48 | 0.00 | 15,000.00 |
| 4.50 | 4.50 | 20,000.00 |
| 1.00 | 1.00 | 200.00 |
| 35.00 | 1.00 | 200.00 |
| 649.00 | 649.00 | 0.00 |
| 0.01 | 0.00 | 20,000.00 |
| 3.00 | 3.00 | 8,000.00 |
| 500.00 | 0.00 | 87,531.00 |
| 5.00 | 0.00 | 2,000.00 |
| 0.24 | 0.00 | 9,970.00 |
| 5.00 | 5.00 | 1,375.00 |
| 485.00 | 1.00 | 39,780.00 |
| 0.71 | 0.00 | 10,000.00 |
| 0.21 | 0.00 | 59,207.00 |
| 40.00 | 0.00 | 526,154.00 |
| 2,587.00 | 1,523.00 | 2,415,900.00 |
| 1,300.00 | 50.00 | 0.00 |
| 90.00 | 90.00 | 3,400.00 |
| 0.36 | 0.00 | 0.00 |
| 9.00 | 0.00 | 0.00 |
| 1.75 | 0.00 | 0.00 |
| 2.00 | 1.00 | 3,500.00 |
| 20.00 | 0.00 | 585,468.00 |
| 0.37 | 0.09 | 1,000.00 |
| 3.48 | 2.48 | 486,940.00 |
| 0.50 | 0.50 | 100.00 |
| 10.00 | 0.00 | 99,257.00 |
| 0.12 | 0.12 | 20,000.00 |
| 0.24 | 0.00 | 100.00 |
| 0.15 | 0.00 | 162.00 |
| 5.00 | 0.00 | 400.00 |
| 45.00 | 0.00 | 600.00 |
| 3.00 | 3.00 | 400.00 |
| 4.00 | 4.00 | 15,000.00 |
| 0.20 | 0.20 | 10,000.00 |
| 2.98 | 0.00 | 3,000.00 |
| 0.50 | 0.00 | 3,000.00 |
| 0.48 | 0.48 | 1,000.00 |
| 8.00 | 2.00 | 4,400.00 |
| 2,853.50 | 2,834.00 | 75,000.00 |
| 180.00 | 20.00 | 169,052.00 |
| 0.59 | 0.00 | 3,000.00 |
| 0.02 | 0.00 | 0.00 |
| 1,722.00 | 35.00 | 0.00 |
| 63.00 | 63.00 | 0.00 |
| 249.00 | 0.00 | 0.00 |
| 1,208.00 | 1,208.00 | 0.00 |
| 1,238.00 | 1,238.00 | 856,704.00 |
| 0.27 | 0.00 | 0.00 |
| 4.00 | 0.00 | 19,000.00 |
| 200.00 | 5.00 | 83,283.00 |
| 2.82 | 0.00 | 3,500.00 |
| 1.34 | 0.00 | 150.00 |
| 80.00 | 0.00 | 105,500.00 |
| 0.40 | 0.00 | 100,000.00 |
| 0.71 | 0.71 | 23,000.00 |
| 0.50 | 0.00 | 0.00 |
| 18.00 | 0.00 | 222,000.00 |
| 0.05 | 0.00 | 5,000.00 |
| 10.00 | 4.00 | 0.00 |
| 0.20 | 0.00 | 6,000.00 |
| 1.20 | 0.00 | 2,000.00 |
| 16.91 | 16.91 | 150,000.00 |
| 0.00 | 0.00 | 4,000.00 |
| 7.00 | 0.00 | 2,000.00 |
| 2.50 | 0.00 | 2,000.00 |
| 0.02 | 0.02 | 0.00 |
| 45.00 | 0.00 | 275.00 |
| 0.50 | 0.50 | 2,000.00 |
| 4.00 | 0.00 | 10,000.00 |
| 1.00 | 0.00 | 3,500.00 |
| 0.40 | 0.40 | 250.00 |
| 1.00 | 1.00 | 300.00 |
| 0.60 | 0.00 | 100.00 |
| 2.00 | 0.00 | 1,970.00 |
| 5.00 | 0.00 | 27,000.00 |
| 10.00 | 0.00 | 1,458.00 |
| 0.00 | 0.00 | 0.00 |
| 0.12 | 0.12 | 0.00 |
| 1,820.00 | 1,820.00 | 15,302.00 |
| 3.00 | 0.00 | 30.00 |
| 1.40 | 0.00 | 2,000.00 |
| 2.00 | 0.00 | 1,000.00 |
| 168.00 | 150.00 | 8,735.00 |
| 5.00 | 5.00 | 1,971.00 |
| 6.91 | 6.91 | 0.00 |
| 0.20 | 0.00 | 2,000.00 |
| 656.77 | 86.96 | 1,250,000.00 |
| 24.00 | 24.00 | 0.00 |
| 26.00 | 26.00 | 500.00 |
| 0.20 | 0.00 | 22,000.00 |
| 20.00 | 0.00 | 41,722.00 |
| 1.50 | 1.38 | 25,000.00 |
| 4.20 | 4.20 | 150.00 |
| 0.40 | 0.10 | 0.00 |
| 2.40 | 0.10 | 20,435.00 |
| 0.60 | 0.00 | 1,906.00 |
| 0.10 | 0.10 | 0.00 |
| 1.00 | 0.00 | 9,182.00 |
| 0.70 | 0.70 | 0.00 |
| 72.00 | 31.00 | 1,500.00 |
| 29.00 | 29.00 | 0.00 |
| 4.00 | 0.00 | 8,000.00 |
| 0.36 | 0.00 | 5,000.00 |
| 0.24 | 0.00 | 1,500.00 |
| 1.50 | 0.00 | 5,636.00 |
| 0.48 | 0.00 | 5,000.00 |
| 0.28 | 0.00 | 3,000.00 |
| 0.38 | 0.38 | 0.00 |
| 5.00 | 0.00 | 20,000.00 |
| 1,025.00 | 945.60 | 98,873.00 |
| 0.20 | 0.00 | 3,120.00 |
| 500.00 | 0.00 | 900,000.00 |
| 150.00 | 45.00 | 150,000.00 |
| 0.40 | 0.40 | 2,500.00 |
| 25.00 | 0.00 | 5,000.00 |
| 20.00 | 0.00 | 250,000.00 |
| 0.20 | 0.10 | 0.00 |
| 4.00 | 0.00 | 3,000.00 |
| 854.00 | 854.00 | 1,750,789.00 |
| 3.00 | 1.00 | 3,000.00 |
| 33.00 | 33.00 | 0.00 |
| 25.00 | 25.00 | 74,500.00 |
| 5.10 | 0.10 | 25,000.00 |
| 0.13 | 0.00 | 0.00 |
| 0.10 | 0.00 | 12,811.00 |
| 50.24 | 0.00 | 3,382.00 |
| 1.10 | 1.10 | 8,900.00 |
| 15.00 | 0.00 | 12,508.00 |
| 16.00 | 0.00 | 50,000.00 |
| 133.00 | 20.00 | 30,000.00 |
| 0.24 | 0.24 | 0.00 |
| 1.98 | 1.98 | 0.00 |
| 400.00 | 190.00 | 5,000.00 |
| 50.00 | 5.00 | 5,000.00 |
| 4,200.00 | 1,402.00 | 0.00 |
| 1.05 | 0.00 | 2,500.00 |
| 60.00 | 35.00 | 200.00 |
| 3.00 | 3.00 | 0.00 |
| 0.22 | 0.00 | 0.00 |
| 34.10 | 9.10 | 45,000.00 |
| 5.00 | 0.00 | 200.00 |
| 15.00 | 15.00 | 4,000.00 |
| 500.00 | 489.70 | 666,080.00 |
| 11.40 | 0.00 | 10,000.00 |
| 0.22 | 0.00 | 0.00 |
| 4.16 | 4.16 | 1,500.00 |
| 2.00 | 0.00 | 2,500.00 |
| 4.00 | 0.00 | 5,000.00 |
| 0.00 | 0.00 | 265,000.00 |
| 1.19 | 0.00 | 90,990.00 |
| 0.25 | 0.00 | 0.00 |
| 5.00 | 0.00 | 5,000.00 |
| 75.00 | 0.00 | 5,000.00 |
| 0.12 | 0.00 | 2,073.00 |
| 191.00 | 1.00 | 0.00 |
| 30.00 | 30.00 | 2,500.00 |
| 1.70 | 0.00 | 17,674.00 |
| 3.00 | 0.00 | 0.00 |
| 0.69 | 0.00 | 5,000.00 |
| 12.50 | 0.00 | 32,000.00 |
| 202.00 | 0.00 | 105,000.00 |
| 37.50 | 0.00 | 103,869.00 |
| 0.20 | 0.00 | 29,565.00 |
| 3.00 | 0.00 | 53,889.00 |
| 10.00 | 0.00 | 9,448.00 |
| 0.14 | 0.14 | 0.00 |
| 4.00 | 0.00 | 0.00 |
| 50.00 | 10.00 | 10,000.00 |
| 400.00 | 0.00 | 1,608,352.00 |
| 3.00 | 1.00 | 2,000.00 |
| 1.00 | 0.00 | 5,000.00 |
| 580.00 | 580.00 | 0.00 |
| 15.00 | 0.00 | 175,000.00 |
| 6.00 | 2.00 | 0.00 |
| Nota: Tamaño muestral n = 2698 observaciones. | ||
4. Gráfica de Dispersión
scatterplot3d(
x = TTP$x1, y = TTP$x2, z = TTP$y,
pch = 16,
color = rgb(0.1, 0.4, 0.8, 0.35),
xlab = "Pérdida Neta (barriles)",
ylab = "Costos Respuesta Emergencia",
zlab = "Liberación Involuntaria (barriles)",
main = "Gráfica N°1: Diagrama de dispersión tridimensional"
)
5. Conjetura
Se va a ajustar un plano lineal. La Pérdida Neta (\(x_1\)) y los Costos de Emergencia (\(x_2\)) están asociados con cambios en la Liberación Involuntaria de Barriles (\(y\)).
\[y = c + a \cdot x_1 + b \cdot x_2\]
6. Parámetros
modelo_mul <- lm(y ~ x1 + x2, data = TTP)
c <- modelo_mul$coefficients[1] # Intercepto
a <- modelo_mul$coefficients[2] # Coeficiente x1
b <- modelo_mul$coefficients[3] # Coeficiente x2
cat("El intercepto (c) es:", round(c, 2), "<br>")## El intercepto (c) es: 23.95 <br>cat("El coeficiente de x1 (a) es:", round(a, 3), "<br>")## El coeficiente de x1 (a) es: 1.132 <br>cat("El coeficiente de x2 (b) es:", round(b, 4), "<br>")## El coeficiente de x2 (b) es: 3e-04 <br>7. Gráfica de comparación de la realidad con el modelo
graf <- scatterplot3d(
TTP$x1, TTP$x2, TTP$y,
angle = 120,
main = "Gráfica N°2: Regresión múltiple con el plano ajustado",
xlab = "Pérdida Neta",
ylab = "Costos Respuesta Emergencia",
zlab = "Liberación Involuntaria",
color = rgb(0.1, 0.4, 0.8, 0.35),
pch = 16
)
graf$plane3d(modelo_mul, lty = "dashed", lwd = 2, col = "red")
8. Test de Bondad
8.1 Correlación de Pearson
r <- sqrt(summary(modelo_mul)$r.squared) * 100
cat("Correlación múltiple:", round(r, 2), "%")## Correlación múltiple: 83.42 %8.2 Coeficiente de Determinación
r2 <- summary(modelo_mul)$r.squared * 100
cat("R2:", round(r2, 2), "%\n")## R2: 69.58 %9. Restricciones
Dominios:
Dominio [\(x_1\)] (Pérdida Neta): \(D = \{\mathbb{Z}^+ \cup 0\}\)
Dominio [\(x_2\)] (Costos de Respuesta): \(D = \{\mathbb{R}^+ \cup 0\}\)
Dominio [\(y\)] (Liberación Involuntaria): \(D = \{\mathbb{R}^+ \cup 0\}\)
¿Existe una combinación de \(X_1\) y \(X_2\) que reemplazados en el plano genere un valor fuera del dominio de \(Y\)?
No hay restricciones físicas en el rango lógico de los datos. Dado que \(X_1\) y \(X_2\) son variables de cantidades y costos que no pueden tomar valores negativos, y al tratarse de un modelo lineal ajustado a operaciones petroleras, las variables se restringen al primer cuadrante. No se generan combinaciones dentro del dominio de las predictoras que arrojen un valor fuera del dominio natural de la variable dependiente \(Y\).
10. Estimación
¿Cuál sería la liberación de líquido si la pérdida neta fuera de 500 barriles y los costos de respuesta de emergencia fueran de 1000?
x1_pred <- 500
x2_pred <- 1000
y_esperado <- c + (a * x1_pred) + (b * x2_pred)
cat("La liberación involuntaria esperada es:", round(y_esperado, 2), "barriles.")## La liberación involuntaria esperada es: 590.31 barriles.11. Conclusión
Entre la Liberación Involuntaria de Barriles y la Pérdida Neta y Costos de Respuesta de Emergencia existe una relación de tipo lineal cuyo modelo matemático es \(y = 23.95 + 1.132x_1 + 0.0003x_2\), siendo \(y\) la Liberación Involuntaria de Barriles y \(x_1, x_2\) la Pérdida Neta y los Costos de Respuesta de Emergencia, donde NO existen restricciones operativas ya que las variables representan cantidades y costos no negativos restringidos al primer cuadrante. La Liberación Involuntaria de Barriles está influenciada en un 69.58% por la Pérdida Neta y los Costos de Respuesta de Emergencia y el resto 30.42% se debe a otros factores externos no incluidos en el modelo.