1.Librerías
library(gt)
library(dplyr)
##
## Adjuntando el paquete: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(htmltools)
2.Leer datos
# =========================
# Cargar Datos
# =========================
datos <- read.csv(
"waterPollution.csv",
sep = ",",
stringsAsFactors = FALSE
)
3.Selección de la variable
# =========================
# SELECCIÓN DE LA VARIABLE
# =========================
WBI <- datos$waterBodyIdentifier
4. Tabla de distribución de frecuencias
4.1 Tabla de distribución de frecuencia general
# =========================
# Tabla con todos los daos
# =========================
# 1. Preparación de los datos y frecuencias
TDF_WBI <- data.frame(table(WBI))
ni <- TDF_WBI$Freq
hi <- round((ni / sum(ni)) * 100, 2)
TDF_WBI <- data.frame(WBI = TDF_WBI$WBI, ni, hi)
Summary <- data.frame(WBI = "TOTAL", ni = sum(ni), hi = 100)
TDF_WBI_suma <- rbind(TDF_WBI, Summary)
colnames(TDF_WBI_suma) <- c("Cuerpos de agua monitoreados", "ni", "hi(%)")
# 2. Crear y guardar la tabla gt en la variable 'tabla_gt'
tabla_gt <- TDF_WBI_suma %>%
gt() %>%
tab_header(
title = md("*Tabla Nro. 1*"),
subtitle = md("**Distribución de frecuencias de los cuerpos de agua monitoreados en el estudio de la calidad de agua en Europa (1991-2017)**")
) %>%
tab_source_note(
source_note = md("Autor: Grupo 3")
) %>%
tab_options(
table.border.top.color = "black",
table.border.bottom.color = "black",
table.border.top.style = "solid",
table.border.bottom.style = "solid",
column_labels.border.top.color = "black",
column_labels.border.bottom.color = "black",
column_labels.border.bottom.width = px(2),
row.striping.include_table_body = TRUE,
heading.border.bottom.color = "black",
heading.border.bottom.width = px(2),
table_body.hlines.color = "gray",
table_body.border.bottom.color = "black"
)
# 3. Aplicar el contenedor con scroll interactivo
browsable(
div(
style = "height:400px; overflow-y:auto; border:1px solid #ddd;",
HTML(as_raw_html(tabla_gt))
)
)
| Tabla Nro. 1 |
| Distribución de frecuencias de los cuerpos de agua monitoreados en el estudio de la calidad de agua en Europa (1991-2017) |
| Cuerpos de agua monitoreados |
ni |
hi(%) |
| ATOK1001380092 |
1 |
0.00 |
| ATOK1001380140 |
1 |
0.00 |
| ATOK100880000 |
1 |
0.00 |
| ATOK100910000 |
3 |
0.01 |
| ATOK100930000 |
3 |
0.01 |
| ATOK100950002 |
3 |
0.01 |
| ATOK300910019 |
1 |
0.00 |
| ATOK304690002 |
1 |
0.00 |
| ATOK304940001 |
3 |
0.01 |
| ATOK305340011 |
2 |
0.01 |
| ATOK305350002 |
1 |
0.00 |
| ATOK305690000 |
3 |
0.01 |
| ATOK305760056 |
1 |
0.00 |
| ATOK307030000 |
1 |
0.00 |
| ATOK307080000 |
1 |
0.00 |
| ATOK307200003 |
2 |
0.01 |
| ATOK408330038 |
27 |
0.14 |
| ATOK408810031 |
1 |
0.00 |
| ATOK410360009 |
3 |
0.01 |
| ATOK411270002 |
1 |
0.00 |
| ATOK411340000 |
15 |
0.07 |
| ATOK412090028 |
2 |
0.01 |
| ATOK500020001 |
1 |
0.00 |
| ATOK501930000 |
6 |
0.03 |
| ATOK501940000 |
2 |
0.01 |
| ATOK801780000 |
1 |
0.00 |
| ATOK802710014 |
1 |
0.00 |
| ATOK802710015 |
1 |
0.00 |
| ATOK802780045 |
1 |
0.00 |
| ATOK900470056 |
3 |
0.01 |
| ATOK900470058 |
2 |
0.01 |
| ATOK901850012 |
1 |
0.00 |
| ATOK901970000 |
2 |
0.01 |
| ATOK903760009 |
2 |
0.01 |
| BERW06_AM17R |
11 |
0.06 |
| BERW06_DE09R |
4 |
0.02 |
| BERW06_EL18R |
18 |
0.09 |
| BERW06_EL19R |
5 |
0.03 |
| BERW06_HN05C |
1 |
0.00 |
| BERW06_LE14R |
8 |
0.04 |
| BERW06_ML06R |
16 |
0.08 |
| BERW06_ML07R |
17 |
0.08 |
| BERW06_ML12R |
11 |
0.06 |
| BERW06_MM38R |
3 |
0.01 |
| BERW06_MV31R |
9 |
0.04 |
| BERW06_MV35R |
15 |
0.07 |
| BERW06_OS01R |
5 |
0.03 |
| BERW06_OU06R |
11 |
0.06 |
| BERW06_OU11R |
11 |
0.06 |
| BERW06_SA25R |
9 |
0.04 |
| BERW06_SA27R |
5 |
0.03 |
| BERW06_SC09R |
8 |
0.04 |
| BERW06_SC37R |
6 |
0.03 |
| BERW06_SN10R |
4 |
0.02 |
| BERW06_VE18R |
15 |
0.07 |
| BEVL05_104 |
1 |
0.00 |
| BEVL05_106 |
1 |
0.00 |
| BEVL05_136 |
5 |
0.03 |
| BEVL05_150 |
1 |
0.00 |
| BEVL05_151 |
4 |
0.02 |
| BEVL05_58 |
1 |
0.00 |
| BEVL05_67 |
1 |
0.00 |
| BEVL05_9 |
6 |
0.03 |
| BEVL05_93 |
1 |
0.00 |
| BEVL08_16 |
3 |
0.01 |
| BEVL08_164 |
5 |
0.03 |
| BEVL08_172 |
6 |
0.03 |
| BEVL08_41 |
2 |
0.01 |
| BEVL08_48 |
4 |
0.02 |
| BEVL08_7 |
1 |
0.00 |
| BEVL08_71 |
3 |
0.01 |
| BEVL08_92 |
3 |
0.01 |
| BEVL08_95 |
2 |
0.01 |
| BEVL11_181 |
4 |
0.02 |
| BEVL11_40 |
1 |
0.00 |
| BG1ER100R001 |
3 |
0.01 |
| BG1IS100R1027 |
2 |
0.01 |
| BG1IS135R1226 |
1 |
0.00 |
| BG1IS135R1426 |
7 |
0.03 |
| BG1IS400R012 |
5 |
0.03 |
| BG1IS600R1016 |
1 |
0.00 |
| BG1IS700L1005 |
7 |
0.03 |
| BG1IS900R1503 |
1 |
0.00 |
| BG1NV200R1001 |
2 |
0.01 |
| BG1OG100R014 |
4 |
0.02 |
| BG1OG700L1004 |
1 |
0.00 |
| BG1OG789R1601 |
6 |
0.03 |
| BG1OS130R1015 |
5 |
0.03 |
| BG1OS130R1115 |
1 |
0.00 |
| BG1OS700R1001 |
5 |
0.03 |
| BG1RL120R1013 |
4 |
0.02 |
| BG1RL900L1009 |
4 |
0.02 |
| BG1RL900R1112 |
4 |
0.02 |
| BG1VT100R009 |
2 |
0.01 |
| BG1VT900R1001 |
1 |
0.00 |
| BG1YN130R1029 |
5 |
0.03 |
| BG1YN400R1003 |
2 |
0.01 |
| BG1YN400R1112 |
6 |
0.03 |
| BG1YN600R1025 |
5 |
0.03 |
| BG1YN600R1125 |
4 |
0.02 |
| BG1YN600R1134 |
3 |
0.01 |
| BG1YN700R1017 |
6 |
0.03 |
| BG1YN900R1215 |
2 |
0.01 |
| BG2IU200R006 |
2 |
0.01 |
| BG2KA130R002 |
6 |
0.03 |
| BG2KA578R1003 |
11 |
0.06 |
| BG2KA578R1303 |
4 |
0.02 |
| BG3AR100R002 |
6 |
0.03 |
| BG3AR100R006 |
7 |
0.03 |
| BG3AR400R074 |
11 |
0.06 |
| BG3AR500R020 |
5 |
0.03 |
| BG3AR700R029 |
8 |
0.04 |
| BG3AR700R039 |
8 |
0.04 |
| BG3AR800R030 |
14 |
0.07 |
| BG3MA100R001 |
3 |
0.01 |
| BG3MA100R011 |
2 |
0.01 |
| BG3MA200R014 |
3 |
0.01 |
| BG3MA200R038 |
1 |
0.00 |
| BG3MA350R211 |
2 |
0.01 |
| BG3MA350R212 |
5 |
0.03 |
| BG3MA400R214 |
1 |
0.00 |
| BG3MA500R103 |
2 |
0.01 |
| BG3MA500R104 |
1 |
0.00 |
| BG3MA500R217 |
6 |
0.03 |
| BG3MA600L134 |
3 |
0.01 |
| BG3MA700R143 |
3 |
0.01 |
| BG3MA700R149 |
2 |
0.01 |
| BG3MA790R157 |
3 |
0.01 |
| BG3MA800R223 |
5 |
0.03 |
| BG3MA800R225 |
2 |
0.01 |
| BG3MA800R226 |
1 |
0.00 |
| BG3MA900R184 |
3 |
0.01 |
| BG3TU100R002 |
3 |
0.01 |
| BG3TU135R005 |
5 |
0.03 |
| BG3TU570R066 |
4 |
0.02 |
| BG3TU900R042 |
5 |
0.03 |
| BG3TU900R060 |
6 |
0.03 |
| BG4ME100R113 |
10 |
0.05 |
| BG4ST300R073 |
11 |
0.06 |
| BG4ST400R072 |
7 |
0.03 |
| BG4ST400R1072 |
7 |
0.03 |
| BG4ST500R1030 |
5 |
0.03 |
| BG4ST600R1036 |
10 |
0.05 |
| BG4ST700R017 |
13 |
0.06 |
| BG4ST700R021 |
9 |
0.04 |
| BG4ST800R016 |
4 |
0.02 |
| CHLWB-3011 |
2 |
0.01 |
| CHLWB-3012 |
2 |
0.01 |
| CHLWB-3014 |
1 |
0.00 |
| CHLWB-3028 |
1 |
0.00 |
| CHLWB-3036 |
1 |
0.00 |
| CHRWB-2007 |
4 |
0.02 |
| CHRWB-2046 |
1 |
0.00 |
| CHRWB-2169 |
1 |
0.00 |
| CZBER_0060 |
1 |
0.00 |
| CZBER_0110 |
3 |
0.01 |
| CZBER_0170 |
1 |
0.00 |
| CZBER_0270 |
3 |
0.01 |
| CZBER_0350 |
2 |
0.01 |
| CZBER_0360 |
3 |
0.01 |
| CZBER_0400 |
8 |
0.04 |
| CZBER_0420 |
1 |
0.00 |
| CZBER_0430 |
1 |
0.00 |
| CZBER_0480 |
3 |
0.01 |
| CZBER_0630 |
4 |
0.02 |
| CZBER_0660 |
1 |
0.00 |
| CZBER_0740 |
1 |
0.00 |
| CZBER_0750 |
1 |
0.00 |
| CZBER_0770 |
5 |
0.03 |
| CZBER_0860 |
6 |
0.03 |
| CZBER_0920 |
1 |
0.00 |
| CZBER_0940 |
1 |
0.00 |
| CZDVL_0050 |
1 |
0.00 |
| CZDVL_0080 |
3 |
0.01 |
| CZDVL_0280 |
8 |
0.04 |
| CZDVL_0290 |
1 |
0.00 |
| CZDVL_0320 |
2 |
0.01 |
| CZDVL_0330 |
13 |
0.06 |
| CZDVL_0360 |
1 |
0.00 |
| CZDVL_0370 |
8 |
0.04 |
| CZDVL_0380 |
2 |
0.01 |
| CZDVL_0390 |
5 |
0.03 |
| CZDVL_0400 |
17 |
0.08 |
| CZDVL_0450 |
5 |
0.03 |
| CZDVL_0460 |
1 |
0.00 |
| CZDVL_0470 |
4 |
0.02 |
| CZDVL_0480 |
1 |
0.00 |
| CZDVL_0500 |
1 |
0.00 |
| CZDVL_0590 |
2 |
0.01 |
| CZDVL_0730 |
1 |
0.00 |
| CZDVL_0760 |
8 |
0.04 |
| CZDVL_0800 |
4 |
0.02 |
| CZDVL_0810 |
1 |
0.00 |
| CZDVL_2120 |
2 |
0.01 |
| CZDYJ_0070 |
1 |
0.00 |
| CZDYJ_0080 |
1 |
0.00 |
| CZDYJ_0100 |
1 |
0.00 |
| CZDYJ_0120 |
2 |
0.01 |
| CZDYJ_0130 |
2 |
0.01 |
| CZDYJ_0140 |
3 |
0.01 |
| CZDYJ_0260 |
1 |
0.00 |
| CZDYJ_0380 |
12 |
0.06 |
| CZDYJ_0390 |
1 |
0.00 |
| CZDYJ_0610 |
1 |
0.00 |
| CZDYJ_0670 |
1 |
0.00 |
| CZDYJ_0690 |
1 |
0.00 |
| CZDYJ_0730 |
1 |
0.00 |
| CZDYJ_0760 |
1 |
0.00 |
| CZDYJ_0780 |
1 |
0.00 |
| CZDYJ_0790 |
1 |
0.00 |
| CZDYJ_0800 |
13 |
0.06 |
| CZDYJ_0860 |
1 |
0.00 |
| CZDYJ_0910 |
2 |
0.01 |
| CZDYJ_0960 |
1 |
0.00 |
| CZDYJ_0980 |
2 |
0.01 |
| CZDYJ_0990 |
1 |
0.00 |
| CZDYJ_1050 |
1 |
0.00 |
| CZDYJ_1060 |
1 |
0.00 |
| CZDYJ_1090 |
1 |
0.00 |
| CZDYJ_1110 |
1 |
0.00 |
| CZDYJ_1140 |
11 |
0.06 |
| CZDYJ_1150 |
1 |
0.00 |
| CZDYJ_1180 |
12 |
0.06 |
| CZDYJ_1220 |
3 |
0.01 |
| CZDYJ_1230 |
2 |
0.01 |
| CZDYJ_1240 |
1 |
0.00 |
| CZDYJ_1250 |
1 |
0.00 |
| CZDYJ_1280 |
1 |
0.00 |
| CZDYJ_1290 |
1 |
0.00 |
| CZHOD_0080 |
1 |
0.00 |
| CZHOD_0110 |
1 |
0.00 |
| CZHOD_0180 |
1 |
0.00 |
| CZHOD_0390 |
1 |
0.00 |
| CZHOD_0420 |
1 |
0.00 |
| CZHOD_0600 |
3 |
0.01 |
| CZHOD_0680 |
4 |
0.02 |
| CZHOD_0720 |
4 |
0.02 |
| CZHSL_0300 |
1 |
0.00 |
| CZHSL_0440 |
1 |
0.00 |
| CZHSL_0850 |
4 |
0.02 |
| CZHSL_0920 |
4 |
0.02 |
| CZHSL_0930 |
3 |
0.01 |
| CZHSL_1100 |
2 |
0.01 |
| CZHSL_1180 |
4 |
0.02 |
| CZHSL_1370 |
1 |
0.00 |
| CZHSL_1430 |
1 |
0.00 |
| CZHSL_1470 |
4 |
0.02 |
| CZHSL_1650 |
1 |
0.00 |
| CZHSL_1680 |
4 |
0.02 |
| CZHSL_2050 |
5 |
0.03 |
| CZHSL_2090 |
4 |
0.02 |
| CZHVL_0070 |
4 |
0.02 |
| CZHVL_0210 |
2 |
0.01 |
| CZHVL_0360 |
2 |
0.01 |
| CZHVL_0370 |
1 |
0.00 |
| CZHVL_0400 |
1 |
0.00 |
| CZHVL_0420 |
9 |
0.04 |
| CZHVL_0430 |
1 |
0.00 |
| CZHVL_0460 |
3 |
0.01 |
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3 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
| CZHVL_0870 |
1 |
0.00 |
| CZHVL_0890 |
8 |
0.04 |
| CZHVL_0930 |
6 |
0.03 |
| CZHVL_0950 |
1 |
0.00 |
| CZHVL_0960 |
1 |
0.00 |
| CZHVL_1010 |
3 |
0.01 |
| CZHVL_1290 |
3 |
0.01 |
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2 |
0.01 |
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2 |
0.01 |
| CZHVL_2410 |
4 |
0.02 |
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1 |
0.00 |
| CZHVL_2650 |
8 |
0.04 |
| CZLNO_0150 |
3 |
0.01 |
| CZLNO_0170 |
1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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2 |
0.01 |
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2 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
| CZMOV_0830 |
16 |
0.08 |
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1 |
0.00 |
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1 |
0.00 |
| CZMOV_1010 |
1 |
0.00 |
| CZMOV_1240 |
3 |
0.01 |
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1 |
0.00 |
| CZMOV_1330 |
1 |
0.00 |
| CZMOV_1340 |
1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
| CZMOV_2530 |
2 |
0.01 |
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1 |
0.00 |
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2 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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2 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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6 |
0.03 |
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1 |
0.00 |
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1 |
0.00 |
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3 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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2 |
0.01 |
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1 |
0.00 |
| CZOHL_0650 |
5 |
0.03 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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6 |
0.03 |
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8 |
0.04 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
| CZOHL_0910 |
3 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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2 |
0.01 |
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3 |
0.01 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
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1 |
0.00 |
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1 |
0.00 |
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1 |
0.00 |
| CZOHL_3060 |
2 |
0.01 |
| CZOHL_3160 |
1 |
0.00 |
| DELW_DEMV_1300100 |
7 |
0.03 |
| DELW_DEMV_2300106 |
3 |
0.01 |
| DELW_DEMV_2300107 |
2 |
0.01 |
| DELW_DENI_12034 |
4 |
0.02 |
| DELW_DESH_0062 |
4 |
0.02 |
| DERW_DEBB58_4 |
2 |
0.01 |
| DERW_DEBW_10-02 |
2 |
0.01 |
| DERW_DEBW_12-01 |
4 |
0.02 |
| DERW_DEBW_12-04 |
2 |
0.01 |
| DERW_DEBW_2-01 |
3 |
0.01 |
| DERW_DEBW_3-OR4 |
4 |
0.02 |
| DERW_DEBW_32-05-OR3 |
6 |
0.03 |
| DERW_DEBW_4-02 |
2 |
0.01 |
| DERW_DEBW_4-03 |
11 |
0.06 |
| DERW_DEBW_4-04 |
6 |
0.03 |
| DERW_DEBW_4-05 |
4 |
0.02 |
| DERW_DEBW_45-03 |
5 |
0.03 |
| DERW_DEBW_47-11 |
4 |
0.02 |
| DERW_DEBW_48-04 |
3 |
0.01 |
| DERW_DEBW_50-04 |
2 |
0.01 |
| DERW_DEBW_6-05 |
4 |
0.02 |
| DERW_DEBY_5_F021 |
5 |
0.03 |
| DERW_DEHE_2394-1 |
3 |
0.01 |
| DERW_DEHE_2478-1 |
2 |
0.01 |
| DERW_DEHE_258-1 |
2 |
0.01 |
| DERW_DEHE_258-2 |
1 |
0.00 |
| DERW_DEHE_41-1 |
1 |
0.00 |
| DERW_DEHE_42-1 |
1 |
0.00 |
| DERW_DEHE_42-4 |
3 |
0.01 |
| DERW_DEHE_428-3 |
1 |
0.00 |
| DERW_DEHE_4288-1 |
2 |
0.01 |
| DERW_DEHE_44-1 |
4 |
0.02 |
| DERW_DEHH_AL_14 |
5 |
0.03 |
| DERW_DEHH_EL_01 |
2 |
0.01 |
| DERW_DEHH_EL_02 |
4 |
0.02 |
| DERW_DEMV_EMES-2100 |
3 |
0.01 |
| DERW_DENI_02089 |
5 |
0.03 |
| DERW_DENI_03003 |
8 |
0.04 |
| DERW_DENI_04042 |
1 |
0.00 |
| DERW_DENI_08001 |
4 |
0.02 |
| DERW_DENI_12001 |
1 |
0.00 |
| DERW_DENI_12046 |
2 |
0.01 |
| DERW_DENI_13001 |
4 |
0.02 |
| DERW_DENI_14002 |
1 |
0.00 |
| DERW_DENI_14044 |
3 |
0.01 |
| DERW_DENI_15036 |
11 |
0.06 |
| DERW_DENI_16017 |
2 |
0.01 |
| DERW_DENI_16062 |
2 |
0.01 |
| DERW_DENI_17001 |
3 |
0.01 |
| DERW_DENI_18001 |
9 |
0.04 |
| DERW_DENI_19051 |
3 |
0.01 |
| DERW_DENI_20001 |
3 |
0.01 |
| DERW_DENI_21001 |
11 |
0.06 |
| DERW_DENI_21068 |
10 |
0.05 |
| DERW_DENI_22001 |
8 |
0.04 |
| DERW_DENI_23004 |
3 |
0.01 |
| DERW_DENI_24038 |
5 |
0.03 |
| DERW_DENI_24056 |
2 |
0.01 |
| DERW_DENI_25073 |
10 |
0.05 |
| DERW_DENI_25092 |
2 |
0.01 |
| DERW_DENI_26035 |
2 |
0.01 |
| DERW_DENI_26044 |
2 |
0.01 |
| DERW_DENI_27022 |
2 |
0.01 |
| DERW_DENI_28061 |
5 |
0.03 |
| DERW_DENI_30003 |
1 |
0.00 |
| DERW_DENI_31029 |
1 |
0.00 |
| DERW_DENI_32003 |
6 |
0.03 |
| DERW_DENI_MEL08OW01-00 |
5 |
0.03 |
| DERW_DENW272_121_130 |
7 |
0.03 |
| DERW_DENW272_24_79 |
1 |
0.00 |
| DERW_DENW2728_0_29 |
2 |
0.01 |
| DERW_DENW2736_0_6 |
1 |
0.00 |
| DERW_DENW27368_0_5 |
4 |
0.02 |
| DERW_DENW274_0_23 |
1 |
0.00 |
| DERW_DENW2742_0_16 |
6 |
0.03 |
| DERW_DENW2768_0_8 |
1 |
0.00 |
| DERW_DENW2772_0_56 |
1 |
0.00 |
| DERW_DENW278_0_32 |
2 |
0.01 |
| DERW_DENW278_144_178 |
5 |
0.03 |
| DERW_DENW2782_0_39 |
7 |
0.03 |
| DERW_DENW2786_0_2 |
6 |
0.03 |
| DERW_DENW2788_0_2 |
6 |
0.03 |
| DERW_DENW282_22_49 |
2 |
0.01 |
| DERW_DENW284_12_20 |
2 |
0.01 |
| DERW_DENW286_8_32 |
3 |
0.01 |
| DERW_DENW3_206_264 |
2 |
0.01 |
| DERW_DENW3132_0_4 |
7 |
0.03 |
| DERW_DENW32_0_43 |
5 |
0.03 |
| DERW_DENW428_128_154 |
6 |
0.03 |
| DERW_DENW456_20_29 |
7 |
0.03 |
| DERW_DENW46_0_13 |
6 |
0.03 |
| DERW_DENW462_0_24 |
5 |
0.03 |
| DERW_DENW464_0_18 |
4 |
0.02 |
| DERW_DENW466_0_19 |
6 |
0.03 |
| DERW_DENW476_46_58 |
4 |
0.02 |
| DERW_DENW70501_14_50 |
8 |
0.04 |
| DERW_DENW73101_68_106 |
6 |
0.03 |
| DERW_DENW9284_44_69 |
3 |
0.01 |
| DERW_DERP_2000000000_2 |
4 |
0.02 |
| DERW_DERP_2000000000_5 |
5 |
0.03 |
| DERW_DERP_2646000000_1 |
7 |
0.03 |
| DERW_DESH_BI_06_A |
2 |
0.01 |
| DERW_DESH_BI_06_B |
4 |
0.02 |
| DERW_DESH_BO_08 |
3 |
0.01 |
| DERW_DESH_BR_03_B |
2 |
0.01 |
| DERW_DESH_MST_16_A |
1 |
0.00 |
| DERW_DESH_MTR_20 |
3 |
0.01 |
| DERW_DESH_ST_04 |
1 |
0.00 |
| DERW_DESH_SW_13_B |
3 |
0.01 |
| DERW_DESH_TR_27 |
4 |
0.02 |
| DERW_DESL101 |
3 |
0.01 |
| DERW_DESL102 |
2 |
0.01 |
| DERW_DESL155 |
3 |
0.01 |
| DERW_DESN_5-0_CZ |
4 |
0.02 |
| DERW_DESN_5-1 |
4 |
0.02 |
| DERW_DESN_5-2 |
3 |
0.01 |
| DERW_DESN_538-4 |
4 |
0.02 |
| DERW_DESN_5384-5 |
3 |
0.01 |
| DERW_DESN_54-6 |
5 |
0.03 |
| DERW_DESN_54-7 |
4 |
0.02 |
| DERW_DESN_542-5 |
4 |
0.02 |
| DERW_DESN_566-1 |
6 |
0.03 |
| DERW_DESN_674-10 |
6 |
0.03 |
| DERW_DESN_674-6 |
3 |
0.01 |
| DERW_DEST_EL03OW01-00 |
7 |
0.03 |
| DERW_DEST_MEL05OW01-00 |
2 |
0.01 |
| DERW_DEST_MEL07OW01-00 |
5 |
0.03 |
| DERW_DEST_SAL05OW01-00 |
2 |
0.01 |
| DERW_DEST_SAL06OW01-00 |
3 |
0.01 |
| DERW_DEST_SAL12OW01-00 |
3 |
0.01 |
| DERW_DEST_SAL15OW11-00 |
4 |
0.02 |
| DERW_DEST_SAL19OW01-00 |
2 |
0.01 |
| DERW_DEST_SE04OW01-00 |
5 |
0.03 |
| DKRIVER1-7-B-0155-010 |
4 |
0.02 |
| DKRIVER1-9-B-0600-010 |
5 |
0.03 |
| DKRIVER3468 |
2 |
0.01 |
| DKRIVER5132 |
8 |
0.04 |
| DKRIVER7765 |
8 |
0.04 |
| DKRIVERAAL1-1-1219 |
2 |
0.01 |
| DKRIVERAAL1-2-0366 |
2 |
0.01 |
| DKRIVERAAL1-2-3084 |
1 |
0.00 |
| DKRIVERNYK_2-5_2165 |
6 |
0.03 |
| DKRIVERNYK_2-5_58 |
9 |
0.04 |
| DKRIVERNYK_2-6_3775 |
6 |
0.03 |
| DKRIVERODE_1-15_221 |
7 |
0.03 |
| DKRIVERRIB_1-10-01822 |
4 |
0.02 |
| DKRIVERRIB_1-10-01915 |
5 |
0.03 |
| DKRIVERRIN_1-4_00001 |
6 |
0.03 |
| DKRIVERROS_2-3_06642 |
7 |
0.03 |
| ES010MSBT011-001 |
13 |
0.06 |
| ES010MSBT011-002 |
13 |
0.06 |
| ES010MSBT011-006 |
6 |
0.03 |
| ES010MSPFES372MAR000051 |
1 |
0.00 |
| ES010MSPFES425MAR001001 |
1 |
0.00 |
| ES014MSPFES-014-MR-069-000-03-00 |
9 |
0.04 |
| ES014MSPFES-014-MR-101-000-05-00 |
5 |
0.03 |
| ES014MSPFES-014-MR-122-000-02-00 |
7 |
0.03 |
| ES014MSPFES-014-MR-204-000-05-00 |
12 |
0.06 |
| ES014MSPFES-014-MR-204-038-03-00 |
3 |
0.01 |
| ES014MSPFES-014-NR-038-000-02-02 |
6 |
0.03 |
| ES014MSPFES-014-NR-088-000-02-00 |
6 |
0.03 |
| ES014MSPFES-014-NR-101-000-07-00 |
10 |
0.05 |
| ES014MSPFES-014-NR-111-025-02-01 |
7 |
0.03 |
| ES014MSPFES-014-NR-111-025-02-02 |
24 |
0.12 |
| ES014MSPFES-014-NR-149-000-03-00 |
6 |
0.03 |
| ES014MSPFES-014-NR-163-000-02-00 |
13 |
0.06 |
| ES014MSPFES-014-NR-204-000-03-00 |
8 |
0.04 |
| ES014MSPFES-014-NR-204-000-04-02 |
12 |
0.06 |
| ES014MSPFES-014-NR-244-000-05-01 |
8 |
0.04 |
| ES017MSPFES064MAR002820 |
3 |
0.01 |
| ES017MSPFES068MAR002842 |
3 |
0.01 |
| ES017MSPFES073MAR002910 |
4 |
0.02 |
| ES017MSPFES111R012010 |
9 |
0.04 |
| ES017MSPFES111R040010 |
11 |
0.06 |
| ES017MSPFES111R042010 |
17 |
0.08 |
| ES017MSPFES111R042020 |
1 |
0.00 |
| ES017MSPFES111R044010 |
1 |
0.00 |
| ES017MSPFES111R045010 |
5 |
0.03 |
| ES017MSPFES111R048010 |
6 |
0.03 |
| ES017MSPFES111R048020 |
3 |
0.01 |
| ES018MSPFES078MAR000020 |
5 |
0.03 |
| ES018MSPFES084MAR000070 |
3 |
0.01 |
| ES018MSPFES092MAR000250 |
1 |
0.00 |
| ES018MSPFES096MAR000280 |
2 |
0.01 |
| ES018MSPFES098MAR000310 |
3 |
0.01 |
| ES018MSPFES108MAR000352 |
3 |
0.01 |
| ES018MSPFES113MAR000390 |
3 |
0.01 |
| ES018MSPFES113MAR000400 |
2 |
0.01 |
| ES018MSPFES118MAR000480 |
8 |
0.04 |
| ES018MSPFES126MAR000550 |
16 |
0.08 |
| ES018MSPFES126MAR000560 |
5 |
0.03 |
| ES018MSPFES132MAR000620 |
8 |
0.04 |
| ES018MSPFES132MAR000621 |
5 |
0.03 |
| ES018MSPFES133MAR000640 |
10 |
0.05 |
| ES018MSPFES133MAR000650 |
11 |
0.06 |
| ES018MSPFES139MAR000710 |
12 |
0.06 |
| ES018MSPFES139MAR000711 |
1 |
0.00 |
| ES018MSPFES145MAR000880 |
1 |
0.00 |
| ES018MSPFES145MAR000900 |
1 |
0.00 |
| ES018MSPFES145MAR000950 |
7 |
0.03 |
| ES018MSPFES145MAR001010 |
1 |
0.00 |
| ES018MSPFES173MAR001340 |
1 |
0.00 |
| ES018MSPFES174MAR001400 |
2 |
0.01 |
| ES018MSPFES174MAR001430 |
1 |
0.00 |
| ES018MSPFES175MAR001450 |
2 |
0.01 |
| ES018MSPFES189MAR001580 |
2 |
0.01 |
| ES018MSPFES194MAR001713 |
4 |
0.02 |
| ES018MSPFES199MAR001790 |
6 |
0.03 |
| ES018MSPFES232MAR002110 |
7 |
0.03 |
| ES018MSPFES243MAR002290 |
1 |
0.00 |
| ES018MSPFES244MAR002270 |
3 |
0.01 |
| ES020MSPF000000004 |
3 |
0.01 |
| ES020MSPF000000005 |
2 |
0.01 |
| ES020MSPF000000034 |
4 |
0.02 |
| ES020MSPF000000036 |
3 |
0.01 |
| ES020MSPF000000038 |
5 |
0.03 |
| ES020MSPF000000039 |
4 |
0.02 |
| ES020MSPF000000044 |
7 |
0.03 |
| ES020MSPF000000057 |
7 |
0.03 |
| ES020MSPF000000064 |
10 |
0.05 |
| ES020MSPF000000087 |
7 |
0.03 |
| ES020MSPF000000102 |
8 |
0.04 |
| ES020MSPF000000118 |
2 |
0.01 |
| ES020MSPF000000144 |
5 |
0.03 |
| ES020MSPF000000150 |
10 |
0.05 |
| ES020MSPF000000184 |
1 |
0.00 |
| ES020MSPF000000192 |
4 |
0.02 |
| ES020MSPF000000260 |
4 |
0.02 |
| ES020MSPF000000264 |
4 |
0.02 |
| ES020MSPF000000288 |
2 |
0.01 |
| ES020MSPF000000309 |
3 |
0.01 |
| ES020MSPF000000330 |
1 |
0.00 |
| ES020MSPF000000347 |
2 |
0.01 |
| ES020MSPF000000356 |
7 |
0.03 |
| ES020MSPF000000369 |
1 |
0.00 |
| ES020MSPF000000377 |
1 |
0.00 |
| ES020MSPF000000382 |
3 |
0.01 |
| ES020MSPF000000383 |
2 |
0.01 |
| ES020MSPF000000394 |
2 |
0.01 |
| ES020MSPF000000395 |
9 |
0.04 |
| ES020MSPF000000418 |
3 |
0.01 |
| ES020MSPF000000440 |
4 |
0.02 |
| ES020MSPF000000446 |
6 |
0.03 |
| ES020MSPF000000449 |
2 |
0.01 |
| ES020MSPF000000454 |
11 |
0.06 |
| ES020MSPF000000468 |
4 |
0.02 |
| ES020MSPF000000505 |
11 |
0.06 |
| ES020MSPF000000513 |
4 |
0.02 |
| ES020MSPF000000521 |
4 |
0.02 |
| ES020MSPF000000522 |
1 |
0.00 |
| ES020MSPF000000538 |
3 |
0.01 |
| ES020MSPF000000569 |
8 |
0.04 |
| ES020MSPF000000642 |
7 |
0.03 |
| ES020MSPF000000656_001 |
3 |
0.01 |
| ES020MSPF000000668 |
4 |
0.02 |
| ES020MSPF000000669 |
3 |
0.01 |
| ES020MSPF000000680 |
7 |
0.03 |
| ES020MSPF000000811 |
8 |
0.04 |
| ES020MSPF000000827 |
6 |
0.03 |
| ES020MSPF000101102 |
1 |
0.00 |
| ES020MSPF000200509 |
10 |
0.05 |
| ES020MSPF000200666 |
2 |
0.01 |
| ES020MSPF000300110 |
7 |
0.03 |
| ES030MSBT030-006 |
3 |
0.01 |
| ES030MSPF0102021 |
1 |
0.00 |
| ES030MSPF0105021 |
9 |
0.04 |
| ES030MSPF0106020 |
13 |
0.06 |
| ES030MSPF0109020 |
3 |
0.01 |
| ES030MSPF0111010 |
7 |
0.03 |
| ES030MSPF0112010 |
4 |
0.02 |
| ES030MSPF0114010 |
9 |
0.04 |
| ES030MSPF0118010 |
3 |
0.01 |
| ES030MSPF0119010 |
2 |
0.01 |
| ES030MSPF0123010 |
2 |
0.01 |
| ES030MSPF0132010 |
5 |
0.03 |
| ES030MSPF0134010 |
3 |
0.01 |
| ES030MSPF0136010 |
12 |
0.06 |
| ES030MSPF0140010 |
3 |
0.01 |
| ES030MSPF0142010 |
9 |
0.04 |
| ES030MSPF0143010 |
9 |
0.04 |
| ES030MSPF0145011 |
5 |
0.03 |
| ES030MSPF0205010 |
3 |
0.01 |
| ES030MSPF0206010 |
6 |
0.03 |
| ES030MSPF0301010 |
6 |
0.03 |
| ES030MSPF0303010 |
2 |
0.01 |
| ES030MSPF0304010 |
10 |
0.05 |
| ES030MSPF0305010 |
1 |
0.00 |
| ES030MSPF0306010 |
1 |
0.00 |
| ES030MSPF0310010 |
21 |
0.10 |
| ES030MSPF0311010 |
7 |
0.03 |
| ES030MSPF0312010 |
4 |
0.02 |
| ES030MSPF0316011 |
5 |
0.03 |
| ES030MSPF0318010 |
16 |
0.08 |
| ES030MSPF0319010 |
5 |
0.03 |
| ES030MSPF0320011 |
2 |
0.01 |
| ES030MSPF0322010 |
9 |
0.04 |
| ES030MSPF0323011 |
9 |
0.04 |
| ES030MSPF0329010 |
22 |
0.11 |
| ES030MSPF0402010 |
6 |
0.03 |
| ES030MSPF0404021 |
12 |
0.06 |
| ES030MSPF0405010 |
2 |
0.01 |
| ES030MSPF0407021 |
7 |
0.03 |
| ES030MSPF0408021 |
2 |
0.01 |
| ES030MSPF0417021 |
9 |
0.04 |
| ES030MSPF0419010 |
10 |
0.05 |
| ES030MSPF0422021 |
12 |
0.06 |
| ES030MSPF0427021 |
30 |
0.15 |
| ES030MSPF0428021 |
12 |
0.06 |
| ES030MSPF0430021 |
10 |
0.05 |
| ES030MSPF0433021 |
3 |
0.01 |
| ES030MSPF0434021 |
6 |
0.03 |
| ES030MSPF0439010 |
8 |
0.04 |
| ES030MSPF0441021 |
3 |
0.01 |
| ES030MSPF0443021 |
10 |
0.05 |
| ES030MSPF0448021 |
14 |
0.07 |
| ES030MSPF0450010 |
14 |
0.07 |
| ES030MSPF0451010 |
11 |
0.06 |
| ES030MSPF0452010 |
8 |
0.04 |
| ES030MSPF0453010 |
12 |
0.06 |
| ES030MSPF0454010 |
11 |
0.06 |
| ES030MSPF0501021 |
4 |
0.02 |
| ES030MSPF0503021 |
2 |
0.01 |
| ES030MSPF0514010 |
7 |
0.03 |
| ES030MSPF0515010 |
1 |
0.00 |
| ES030MSPF0517010 |
5 |
0.03 |
| ES030MSPF0519010 |
9 |
0.04 |
| ES030MSPF0521010 |
2 |
0.01 |
| ES030MSPF0522011 |
9 |
0.04 |
| ES030MSPF0524010 |
3 |
0.01 |
| ES030MSPF0526010 |
2 |
0.01 |
| ES030MSPF0527010 |
1 |
0.00 |
| ES030MSPF0528010 |
2 |
0.01 |
| ES030MSPF0529010 |
1 |
0.00 |
| ES030MSPF0601020 |
14 |
0.07 |
| ES030MSPF0602021 |
40 |
0.20 |
| ES030MSPF0603021 |
7 |
0.03 |
| ES030MSPF0604021 |
8 |
0.04 |
| ES030MSPF0605020 |
31 |
0.16 |
| ES030MSPF0606021 |
4 |
0.02 |
| ES030MSPF0609010 |
3 |
0.01 |
| ES030MSPF0612010 |
4 |
0.02 |
| ES030MSPF0614010 |
4 |
0.02 |
| ES030MSPF0616010 |
12 |
0.06 |
| ES030MSPF0619010 |
10 |
0.05 |
| ES030MSPF0620021 |
5 |
0.03 |
| ES030MSPF0622021 |
6 |
0.03 |
| ES030MSPF0623020 |
2 |
0.01 |
| ES030MSPF0624021 |
3 |
0.01 |
| ES030MSPF0706010 |
7 |
0.03 |
| ES030MSPF0709010 |
6 |
0.03 |
| ES030MSPF0711010 |
10 |
0.05 |
| ES030MSPF0712010 |
20 |
0.10 |
| ES030MSPF0717010 |
25 |
0.12 |
| ES030MSPF0718010 |
6 |
0.03 |
| ES030MSPF0721010 |
2 |
0.01 |
| ES030MSPF0722010 |
4 |
0.02 |
| ES030MSPF0723010 |
9 |
0.04 |
| ES030MSPF0724010 |
1 |
0.00 |
| ES030MSPF0725010 |
6 |
0.03 |
| ES030MSPF0726010 |
1 |
0.00 |
| ES030MSPF0727010 |
12 |
0.06 |
| ES030MSPF0730010 |
3 |
0.01 |
| ES030MSPF0731010 |
14 |
0.07 |
| ES030MSPF0732010 |
13 |
0.06 |
| ES030MSPF0733010 |
11 |
0.06 |
| ES030MSPF0734010 |
2 |
0.01 |
| ES030MSPF0735010 |
14 |
0.07 |
| ES030MSPF0736010 |
3 |
0.01 |
| ES030MSPF0801021 |
6 |
0.03 |
| ES030MSPF0802021 |
3 |
0.01 |
| ES030MSPF0804010 |
7 |
0.03 |
| ES030MSPF0805021 |
7 |
0.03 |
| ES030MSPF0807010 |
5 |
0.03 |
| ES030MSPF0808010 |
1 |
0.00 |
| ES030MSPF0809010 |
6 |
0.03 |
| ES030MSPF0810010 |
2 |
0.01 |
| ES030MSPF0902021 |
4 |
0.02 |
| ES030MSPF0907010 |
8 |
0.04 |
| ES030MSPF0914021 |
10 |
0.05 |
| ES030MSPF0916010 |
13 |
0.06 |
| ES030MSPF0917010 |
2 |
0.01 |
| ES030MSPF0918010 |
8 |
0.04 |
| ES030MSPF0919010 |
1 |
0.00 |
| ES030MSPF0920010 |
10 |
0.05 |
| ES030MSPF0925010 |
2 |
0.01 |
| ES030MSPF0926010 |
1 |
0.00 |
| ES030MSPF1002020 |
4 |
0.02 |
| ES030MSPF1003020 |
1 |
0.00 |
| ES030MSPF1005021 |
43 |
0.22 |
| ES030MSPF1006010 |
7 |
0.03 |
| ES030MSPF1007010 |
1 |
0.00 |
| ES030MSPF1009010 |
4 |
0.02 |
| ES030MSPF1010010 |
2 |
0.01 |
| ES030MSPF1014021 |
1 |
0.00 |
| ES030MSPF1017010 |
1 |
0.00 |
| ES030MSPF1019010 |
2 |
0.01 |
| ES030MSPF1020010 |
10 |
0.05 |
| ES030MSPF1021010 |
12 |
0.06 |
| ES030MSPF1022010 |
2 |
0.01 |
| ES030MSPF1028010 |
8 |
0.04 |
| ES030MSPF1030010 |
2 |
0.01 |
| ES030MSPF1033010 |
2 |
0.01 |
| ES030MSPF1034010 |
4 |
0.02 |
| ES030MSPF1035010 |
6 |
0.03 |
| ES030MSPF1036010 |
1 |
0.00 |
| ES030MSPF1037010 |
12 |
0.06 |
| ES030MSPF1038010 |
3 |
0.01 |
| ES040MSBT000030596 |
1 |
0.00 |
| ES040MSBT000030598 |
10 |
0.05 |
| ES040MSBT000030600 |
3 |
0.01 |
| ES040MSBT000030601 |
3 |
0.01 |
| ES040MSBT000030602 |
3 |
0.01 |
| ES040MSBT000030603 |
4 |
0.02 |
| ES040MSBT000030604 |
3 |
0.01 |
| ES040MSBT000030605 |
8 |
0.04 |
| ES040MSBT000030607 |
9 |
0.04 |
| ES040MSBT000030608 |
1 |
0.00 |
| ES040MSBT000030609 |
8 |
0.04 |
| ES040MSBT000030612 |
32 |
0.16 |
| ES040MSBT000030614 |
6 |
0.03 |
| ES040MSPF000133530 |
3 |
0.01 |
| ES040MSPF000206200 |
2 |
0.01 |
| ES050MSPF011002003 |
7 |
0.03 |
| ES050MSPF011002018 |
2 |
0.01 |
| ES050MSPF011012003 |
9 |
0.04 |
| ES050MSPF011100105 |
7 |
0.03 |
| ES060MSBT060-005 |
27 |
0.14 |
| ES060MSBT060-007 |
5 |
0.03 |
| ES060MSBT060-008 |
19 |
0.10 |
| ES060MSBT060-009 |
7 |
0.03 |
| ES060MSBT060-011 |
38 |
0.19 |
| ES060MSBT060-022 |
10 |
0.05 |
| ES060MSBT060-028 |
6 |
0.03 |
| ES060MSBT060-034 |
29 |
0.14 |
| ES060MSBT060-036 |
9 |
0.04 |
| ES060MSBT060-037 |
24 |
0.12 |
| ES060MSBT060-039 |
27 |
0.14 |
| ES060MSBT060-040 |
12 |
0.06 |
| ES060MSBT060-041 |
4 |
0.02 |
| ES060MSBT060-045 |
6 |
0.03 |
| ES060MSBT060-047 |
6 |
0.03 |
| ES060MSBT060-053 |
1 |
0.00 |
| ES060MSBT060-056 |
9 |
0.04 |
| ES060MSBT060-060 |
7 |
0.03 |
| ES060MSBT060-063 |
32 |
0.16 |
| ES060MSPF0613092Z |
2 |
0.01 |
| ES060MSPF0614050 |
6 |
0.03 |
| ES060MSPF0614150B |
1 |
0.00 |
| ES060MSPF0614170 |
2 |
0.01 |
| ES060MSPF0614220 |
1 |
0.00 |
| ES060MSPF0614500 |
1 |
0.00 |
| ES060MSPF0615500 |
1 |
0.00 |
| ES060MSPF0634500 |
11 |
0.06 |
| ES060MSPF0652020 |
11 |
0.06 |
| ES063MSBT000620010 |
3 |
0.01 |
| ES063MSBT000620080 |
3 |
0.01 |
| ES063MSPF000116510 |
4 |
0.02 |
| ES063MSPF000116540 |
10 |
0.05 |
| ES063MSPF000117100 |
3 |
0.01 |
| ES063MSPF000117210 |
1 |
0.00 |
| ES063MSPF000117230 |
6 |
0.03 |
| ES063MSPF000117950 |
4 |
0.02 |
| ES063MSPF000117960 |
10 |
0.05 |
| ES063MSPF000119070 |
7 |
0.03 |
| ES063MSPF000119300 |
2 |
0.01 |
| ES063MSPF000119330 |
7 |
0.03 |
| ES063MSPF000119360 |
2 |
0.01 |
| ES063MSPF000206130 |
2 |
0.01 |
| ES063MSPF000206140 |
4 |
0.02 |
| ES063MSPF000206170 |
8 |
0.04 |
| ES063MSPF005200230 |
1 |
0.00 |
| ES063MSPF005200290 |
10 |
0.05 |
| ES063MSPF005200320 |
1 |
0.00 |
| ES064MSBT000305930 |
6 |
0.03 |
| ES064MSPF000119450 |
3 |
0.01 |
| ES064MSPF000134890 |
15 |
0.07 |
| ES064MSPF000134990 |
7 |
0.03 |
| ES064MSPF000135070 |
1 |
0.00 |
| ES064MSPF000206660 |
3 |
0.01 |
| ES064MSPF000206680 |
17 |
0.08 |
| ES070MSBT000000016 |
4 |
0.02 |
| ES070MSBT000000052 |
3 |
0.01 |
| ES070MSPF002050105 |
1 |
0.00 |
| ES080MSBT080-127 |
2 |
0.01 |
| ES080MSBT080-128 |
2 |
0.01 |
| ES080MSBT080-167 |
2 |
0.01 |
| ES080MSPF01-03 |
16 |
0.08 |
| ES080MSPF10-03 |
20 |
0.10 |
| ES080MSPF10-11 |
6 |
0.03 |
| ES080MSPF10-13 |
9 |
0.04 |
| ES080MSPF15-04-01-02 |
4 |
0.02 |
| ES080MSPF15-05 |
16 |
0.08 |
| ES080MSPF15-17 |
14 |
0.07 |
| ES080MSPF18-06 |
5 |
0.03 |
| ES080MSPF18-26 |
4 |
0.02 |
| ES080MSPF18-28 |
15 |
0.07 |
| ES080MSPF18-29-01-03-01-02 |
12 |
0.06 |
| ES080MSPF18-29-01-04 |
7 |
0.03 |
| ES080MSPF18-32-01-09 |
5 |
0.03 |
| ES080MSPF18-32-01-11 |
4 |
0.02 |
| ES080MSPF18-33 |
9 |
0.04 |
| ES080MSPF21-06 |
10 |
0.05 |
| ES080MSPF31-04 |
3 |
0.01 |
| ES080MSPF31-06 |
5 |
0.03 |
| ES091MSPF102 |
12 |
0.06 |
| ES091MSPF123 |
4 |
0.02 |
| ES091MSPF162 |
8 |
0.04 |
| ES091MSPF296 |
10 |
0.05 |
| ES091MSPF302 |
5 |
0.03 |
| ES091MSPF493 |
3 |
0.01 |
| ES091MSPF526 |
1 |
0.00 |
| ES091MSPF74 |
4 |
0.02 |
| ES091MSPF823 |
8 |
0.04 |
| ES10096 |
2 |
0.01 |
| ES100MSPF0500110 |
1 |
0.00 |
| ES100MSPF0500120 |
7 |
0.03 |
| ES100MSPF1000060 |
3 |
0.01 |
| ES100MSPF1000260 |
2 |
0.01 |
| ES100MSPF1000310 |
2 |
0.01 |
| ES100MSPF1000320 |
3 |
0.01 |
| ES100MSPF1000330 |
4 |
0.02 |
| ES100MSPF1000350 |
7 |
0.03 |
| ES100MSPF1000360 |
5 |
0.03 |
| ES100MSPF1000450 |
2 |
0.01 |
| ES100MSPF1000460 |
1 |
0.00 |
| ES100MSPF1000580 |
3 |
0.01 |
| ES100MSPF1000840 |
2 |
0.01 |
| ES100MSPF1000870 |
5 |
0.03 |
| ES100MSPF1000940 |
10 |
0.05 |
| ES100MSPF1000950 |
4 |
0.02 |
| ES100MSPF1100020 |
8 |
0.04 |
| ES100MSPF1100030 |
9 |
0.04 |
| ES100MSPF1100040 |
9 |
0.04 |
| ES100MSPF1100080 |
18 |
0.09 |
| ES100MSPF1100120 |
4 |
0.02 |
| ES100MSPF1100160 |
5 |
0.03 |
| ES100MSPF1100170 |
2 |
0.01 |
| ES100MSPF1100205 |
1 |
0.00 |
| ES100MSPF1100207 |
1 |
0.00 |
| ES100MSPF1100220 |
3 |
0.01 |
| ES100MSPF1100240 |
1 |
0.00 |
| ES100MSPF1100300 |
1 |
0.00 |
| ES100MSPF1400100 |
6 |
0.03 |
| ES100MSPF1500010 |
5 |
0.03 |
| ES100MSPF1800010 |
3 |
0.01 |
| ES100MSPF1900020 |
2 |
0.01 |
| ES100MSPF2000150 |
4 |
0.02 |
| ES100MSPF2100010 |
2 |
0.01 |
| ES100MSPF2100020 |
1 |
0.00 |
| ES100MSPF2100030 |
2 |
0.01 |
| ES100MSPF2100040 |
1 |
0.00 |
| ES100MSPF2100060 |
1 |
0.00 |
| ES100MSPF2100110 |
2 |
0.01 |
| ES100MSPF2100120 |
1 |
0.00 |
| ES100MSPF2200010 |
3 |
0.01 |
| ES100MSPF2200030 |
3 |
0.01 |
| ES100MSPF2200040 |
2 |
0.01 |
| ES100MSPF2200060 |
2 |
0.01 |
| ES100MSPF2200070 |
2 |
0.01 |
| ES100MSPF2240020 |
2 |
0.01 |
| ES100MSPF2300010 |
2 |
0.01 |
| ES100MSPFH1050010 |
2 |
0.01 |
| ES10358 |
13 |
0.06 |
| ES10373 |
15 |
0.07 |
| ES10574 |
4 |
0.02 |
| ES10603 |
1 |
0.00 |
| ES10788 |
3 |
0.01 |
| ES10871 |
2 |
0.01 |
| ES10909 |
5 |
0.03 |
| ES11020 |
1 |
0.00 |
| ES11080 |
2 |
0.01 |
| ES11085 |
2 |
0.01 |
| ES11151 |
2 |
0.01 |
| ES11302 |
5 |
0.03 |
| ES11376 |
5 |
0.03 |
| ES11415 |
13 |
0.06 |
| ES11594 |
2 |
0.01 |
| ES11630 |
7 |
0.03 |
| ES11710 |
1 |
0.00 |
| ES11721 |
5 |
0.03 |
| ES11733 |
5 |
0.03 |
| ES11786 |
1 |
0.00 |
| ES11795 |
9 |
0.04 |
| ES11808 |
9 |
0.04 |
| ES11823 |
5 |
0.03 |
| ES11907 |
4 |
0.02 |
| ES11913 |
2 |
0.01 |
| ES11916 |
2 |
0.01 |
| ES11918 |
5 |
0.03 |
| ES11922 |
5 |
0.03 |
| ES11959 |
4 |
0.02 |
| ES12040 |
6 |
0.03 |
| ES12041 |
4 |
0.02 |
| ES12043 |
1 |
0.00 |
| ES12053 |
6 |
0.03 |
| ES12054 |
9 |
0.04 |
| ES12056 |
13 |
0.06 |
| ES12057 |
6 |
0.03 |
| ES12059 |
3 |
0.01 |
| ES12061 |
13 |
0.06 |
| ES12063 |
1 |
0.00 |
| ES12065 |
1 |
0.00 |
| ES12082 |
9 |
0.04 |
| ES12083 |
4 |
0.02 |
| ES12086 |
8 |
0.04 |
| ES12100 |
3 |
0.01 |
| ES12105 |
11 |
0.06 |
| ES12106 |
5 |
0.03 |
| ES12109 |
5 |
0.03 |
| ES12113 |
18 |
0.09 |
| ES12117 |
14 |
0.07 |
| ES12118 |
20 |
0.10 |
| ES12120 |
14 |
0.07 |
| ES12121 |
15 |
0.07 |
| ES12122 |
8 |
0.04 |
| ES12124 |
7 |
0.03 |
| ES12128 |
4 |
0.02 |
| ES12131 |
5 |
0.03 |
| ES12134 |
8 |
0.04 |
| ES12138 |
3 |
0.01 |
| ES12145 |
2 |
0.01 |
| ES12149 |
6 |
0.03 |
| ES12150 |
3 |
0.01 |
| ES12153 |
7 |
0.03 |
| ES12154 |
10 |
0.05 |
| ES12158 |
13 |
0.06 |
| ES12166 |
6 |
0.03 |
| ES12178 |
1 |
0.00 |
| ES12179 |
20 |
0.10 |
| ES12182 |
7 |
0.03 |
| ES12184 |
2 |
0.01 |
| ES12185 |
1 |
0.00 |
| ES12205 |
3 |
0.01 |
| ES12216 |
2 |
0.01 |
| ES12219 |
16 |
0.08 |
| ES12221 |
3 |
0.01 |
| ES12222 |
6 |
0.03 |
| ES13072 |
7 |
0.03 |
| ES13073 |
8 |
0.04 |
| ES13092 |
6 |
0.03 |
| ES13237 |
5 |
0.03 |
| ES13242 |
8 |
0.04 |
| ES13259 |
11 |
0.06 |
| ES13342 |
6 |
0.03 |
| ES13360 |
1 |
0.00 |
| ES13445 |
2 |
0.01 |
| ES13503 |
7 |
0.03 |
| ES20829 |
3 |
0.01 |
| ES20842 |
1 |
0.00 |
| FI01_011_Y01 |
2 |
0.01 |
| FI02_012_001 |
5 |
0.03 |
| FI02_021_Y01 |
7 |
0.03 |
| FI04-271-1-001_001 |
12 |
0.06 |
| FI04-963_001 |
8 |
0.04 |
| FI04-963_002 |
8 |
0.04 |
| FI04_153_003 |
4 |
0.02 |
| FI04_331_Y01 |
13 |
0.06 |
| FI04_343_001 |
5 |
0.03 |
| FI04_423_Y01 |
4 |
0.02 |
| FI04_431_001 |
4 |
0.02 |
| FI04_471_Y01 |
11 |
0.06 |
| FI04_662_Y01 |
3 |
0.01 |
| FI04_665_001 |
2 |
0.01 |
| FI04_922_Y01 |
6 |
0.03 |
| FI14_111_002 |
4 |
0.02 |
| FI14_221_Y01 |
4 |
0.02 |
| FI14_361_Y01 |
9 |
0.04 |
| FI14_456_001 |
5 |
0.03 |
| FI14_751_Y01 |
3 |
0.01 |
| FI14_792_001 |
2 |
0.01 |
| FI14_911_003 |
4 |
0.02 |
| FI14_923_Y01 |
25 |
0.12 |
| FI16_001_001 |
16 |
0.08 |
| FI18_011_Y01 |
6 |
0.03 |
| FI21_011_Y01 |
1 |
0.00 |
| FI22_001_001 |
7 |
0.03 |
| FI24_011_Y02 |
4 |
0.02 |
| FI25_001_Y01 |
4 |
0.02 |
| FI27_011_Y01 |
2 |
0.01 |
| FI3_011_001 |
2 |
0.01 |
| FI34_041_Y01 |
8 |
0.04 |
| FI35-711-1-001_001 |
7 |
0.03 |
| FI35_111_Y01 |
2 |
0.01 |
| FI35_132_Y01 |
1 |
0.00 |
| FI35_511_1_001_001 |
5 |
0.03 |
| FI35_633_001 |
5 |
0.03 |
| FI36_011_001 |
4 |
0.02 |
| FI51-011_001 |
4 |
0.02 |
| FI53_011_Y01 |
5 |
0.03 |
| FI54_011_Y01 |
4 |
0.02 |
| FI54_041_Y01 |
1 |
0.00 |
| FI57_011_Y01 |
1 |
0.00 |
| FI59-411_Y01 |
1 |
0.00 |
| FI59-923-1-006_001 |
11 |
0.06 |
| FI59_331_Y01 |
4 |
0.02 |
| FI59_411_Y01 |
4 |
0.02 |
| FI59_521_Y01 |
5 |
0.03 |
| FI59_591_Y01 |
4 |
0.02 |
| FI59_711_Y01 |
1 |
0.00 |
| FI59_911_Y01 |
18 |
0.09 |
| FI60_011_Y01 |
3 |
0.01 |
| FI60_093_A01 |
8 |
0.04 |
| FI61_111_Y01 |
1 |
0.00 |
| FI61_131_Y01 |
1 |
0.00 |
| FI61_511_Y01 |
2 |
0.01 |
| FI61_759_001 |
2 |
0.01 |
| FI63_011_Y01 |
4 |
0.02 |
| FI64_000_001 |
7 |
0.03 |
| FI64_000_002 |
1 |
0.00 |
| FI64_057_001 |
1 |
0.00 |
| FI65_100_001 |
6 |
0.03 |
| FI65_200_001 |
7 |
0.03 |
| FI65_280_001 |
2 |
0.01 |
| FI65_400_001 |
2 |
0.01 |
| FI65_400_002 |
1 |
0.00 |
| FI65_500_001 |
2 |
0.01 |
| FI65_500_002 |
1 |
0.00 |
| FI67_100_001 |
2 |
0.01 |
| FI68_000_003 |
8 |
0.04 |
| FI71_800_003 |
1 |
0.00 |
| FI72_000_005 |
1 |
0.00 |
| FI73_011_Y01 |
6 |
0.03 |
| FI73_021_Y01 |
4 |
0.02 |
| FI81_064_001 |
9 |
0.04 |
| FI84_093_001 |
2 |
0.01 |
| FRAR01 |
13 |
0.06 |
| FRAR02 |
15 |
0.07 |
| FRAR03 |
22 |
0.11 |
| FRAR04 |
17 |
0.08 |
| FRAR05 |
17 |
0.08 |
| FRAR06 |
18 |
0.09 |
| FRAR07 |
11 |
0.06 |
| FRAR08 |
13 |
0.06 |
| FRAR10 |
10 |
0.05 |
| FRAR11 |
9 |
0.04 |
| FRAR13 |
14 |
0.07 |
| FRAR14 |
8 |
0.04 |
| FRAR18 |
13 |
0.06 |
| FRAR20 |
12 |
0.06 |
| FRAR26 |
6 |
0.03 |
| FRAR27 |
8 |
0.04 |
| FRAR29 |
5 |
0.03 |
| FRAR30 |
12 |
0.06 |
| FRAR31 |
9 |
0.04 |
| FRAR32 |
27 |
0.14 |
| FRAR33 |
8 |
0.04 |
| FRAR35 |
14 |
0.07 |
| FRAR36 |
6 |
0.03 |
| FRAR37 |
24 |
0.12 |
| FRAR40 |
11 |
0.06 |
| FRAR41 |
21 |
0.10 |
| FRAR43 |
12 |
0.06 |
| FRAR47 |
18 |
0.09 |
| FRAR48 |
16 |
0.08 |
| FRAR49 |
15 |
0.07 |
| FRAR50 |
15 |
0.07 |
| FRAR51 |
16 |
0.08 |
| FRAR52 |
8 |
0.04 |
| FRAR53 |
10 |
0.05 |
| FRAR55 |
10 |
0.05 |
| FRAR56 |
6 |
0.03 |
| FRAR57 |
11 |
0.06 |
| FRAR61 |
30 |
0.15 |
| FRAR63 |
17 |
0.08 |
| FRAR66 |
18 |
0.09 |
| FRB1R470 |
6 |
0.03 |
| FRB1R471 |
5 |
0.03 |
| FRB1R472 |
1 |
0.00 |
| FRB1R473 |
1 |
0.00 |
| FRB1R474 |
1 |
0.00 |
| FRB1R475 |
1 |
0.00 |
| FRB1R476 |
2 |
0.01 |
| FRB1R477 |
7 |
0.03 |
| FRB1R494 |
5 |
0.03 |
| FRB1R507 |
2 |
0.01 |
| FRB1R541 |
6 |
0.03 |
| FRB1R545 |
4 |
0.02 |
| FRB1R547 |
6 |
0.03 |
| FRB1R548 |
5 |
0.03 |
| FRB1R550 |
8 |
0.04 |
| FRB1R557 |
8 |
0.04 |
| FRB1R562 |
10 |
0.05 |
| FRB1R569 |
10 |
0.05 |
| FRB1R574 |
5 |
0.03 |
| FRB1R595 |
1 |
0.00 |
| FRB1R600 |
2 |
0.01 |
| FRB1R604 |
2 |
0.01 |
| FRB1R700 |
1 |
0.00 |
| FRB1R719 |
4 |
0.02 |
| FRB1R722 |
3 |
0.01 |
| FRB1R723 |
10 |
0.05 |
| FRB2R15 |
13 |
0.06 |
| FRB2R24 |
14 |
0.07 |
| FRB2R25 |
2 |
0.01 |
| FRB2R42 |
7 |
0.03 |
| FRB2R54 |
6 |
0.03 |
| FRB2R60 |
5 |
0.03 |
| FRCR1 |
5 |
0.03 |
| FRCR125 |
3 |
0.01 |
| FRCR127 |
13 |
0.06 |
| FRCR132 |
15 |
0.07 |
| FRCR151 |
11 |
0.06 |
| FRCR155 |
21 |
0.10 |
| FRCR156 |
17 |
0.08 |
| FRCR157 |
7 |
0.03 |
| FRCR165 |
12 |
0.06 |
| FRCR17 |
6 |
0.03 |
| FRCR176 |
17 |
0.08 |
| FRCR19 |
9 |
0.04 |
| FRCR199 |
2 |
0.01 |
| FRCR2 |
7 |
0.03 |
| FRCR20 |
12 |
0.06 |
| FRCR207 |
7 |
0.03 |
| FRCR208 |
7 |
0.03 |
| FRCR21 |
3 |
0.01 |
| FRCR210 |
15 |
0.07 |
| FRCR211 |
12 |
0.06 |
| FRCR212 |
12 |
0.06 |
| FRCR213 |
14 |
0.07 |
| FRCR214 |
17 |
0.08 |
| FRCR216 |
6 |
0.03 |
| FRCR22 |
14 |
0.07 |
| FRCR225 |
16 |
0.08 |
| FRCR230 |
18 |
0.09 |
| FRCR248 |
19 |
0.10 |
| FRCR249 |
19 |
0.10 |
| FRCR26 |
4 |
0.02 |
| FRCR267 |
17 |
0.08 |
| FRCR277 |
14 |
0.07 |
| FRCR280 |
5 |
0.03 |
| FRCR281 |
1 |
0.00 |
| FRCR283 |
14 |
0.07 |
| FRCR295 |
7 |
0.03 |
| FRCR296 |
8 |
0.04 |
| FRCR3 |
6 |
0.03 |
| FRCR30 |
1 |
0.00 |
| FRCR306 |
3 |
0.01 |
| FRCR321 |
1 |
0.00 |
| FRCR333 |
47 |
0.24 |
| FRCR335 |
21 |
0.10 |
| FRCR338 |
12 |
0.06 |
| FRCR344 |
13 |
0.06 |
| FRCR380 |
17 |
0.08 |
| FRCR381 |
6 |
0.03 |
| FRCR406 |
3 |
0.01 |
| FRCR407 |
2 |
0.01 |
| FRCR409 |
2 |
0.01 |
| FRCR411 |
3 |
0.01 |
| FRCR412 |
3 |
0.01 |
| FRCR419 |
8 |
0.04 |
| FRCR446 |
4 |
0.02 |
| FRCR457 |
17 |
0.08 |
| FRCR458 |
12 |
0.06 |
| FRCR468 |
11 |
0.06 |
| FRCR5 |
8 |
0.04 |
| FRCR57 |
6 |
0.03 |
| FRCR69 |
6 |
0.03 |
| FRCR7 |
2 |
0.01 |
| FRCR704 |
7 |
0.03 |
| FRCR715 |
1 |
0.00 |
| FRCR717 |
3 |
0.01 |
| FRCR78 |
11 |
0.06 |
| FRCR79 |
10 |
0.05 |
| FRCR87 |
8 |
0.04 |
| FRCR90 |
14 |
0.07 |
| FRCR95 |
13 |
0.06 |
| FRDR100B |
2 |
0.01 |
| FRDR10142 |
8 |
0.04 |
| FRDR10224 |
5 |
0.03 |
| FRDR10394 |
2 |
0.01 |
| FRDR10585 |
2 |
0.01 |
| FRDR106 |
7 |
0.03 |
| FRDR1060 |
21 |
0.10 |
| FRDR10693 |
9 |
0.04 |
| FRDR10753 |
4 |
0.02 |
| FRDR10781 |
10 |
0.05 |
| FRDR108 |
3 |
0.01 |
| FRDR10823 |
2 |
0.01 |
| FRDR10880 |
7 |
0.03 |
| FRDR109 |
10 |
0.05 |
| FRDR10912 |
1 |
0.00 |
| FRDR10962 |
2 |
0.01 |
| FRDR10992A |
6 |
0.03 |
| FRDR110 |
20 |
0.10 |
| FRDR1108 |
5 |
0.03 |
| FRDR111 |
1 |
0.00 |
| FRDR11146 |
4 |
0.02 |
| FRDR11194 |
7 |
0.03 |
| FRDR11206 |
5 |
0.03 |
| FRDR11359 |
26 |
0.13 |
| FRDR1141B |
6 |
0.03 |
| FRDR114A |
5 |
0.03 |
| FRDR114B |
8 |
0.04 |
| FRDR11502 |
23 |
0.11 |
| FRDR11534 |
12 |
0.06 |
| FRDR1168B |
10 |
0.05 |
| FRDR11730 |
3 |
0.01 |
| FRDR11804 |
2 |
0.01 |
| FRDR11888 |
2 |
0.01 |
| FRDR11954 |
1 |
0.00 |
| FRDR11997 |
1 |
0.00 |
| FRDR12004 |
6 |
0.03 |
| FRDR12020 |
5 |
0.03 |
| FRDR12022 |
1 |
0.00 |
| FRDR12100 |
5 |
0.03 |
| FRDR1251 |
4 |
0.02 |
| FRDR126B |
1 |
0.00 |
| FRDR127 |
4 |
0.02 |
| FRDR129 |
14 |
0.07 |
| FRDR130 |
14 |
0.07 |
| FRDR131 |
10 |
0.05 |
| FRDR1320C |
7 |
0.03 |
| FRDR134B |
1 |
0.00 |
| FRDR136B |
26 |
0.13 |
| FRDR1414 |
9 |
0.04 |
| FRDR143 |
1 |
0.00 |
| FRDR149 |
1 |
0.00 |
| FRDR152 |
1 |
0.00 |
| FRDR155 |
1 |
0.00 |
| FRDR156A |
5 |
0.03 |
| FRDR156B |
8 |
0.04 |
| FRDR161A |
9 |
0.04 |
| FRDR161B |
16 |
0.08 |
| FRDR162 |
18 |
0.09 |
| FRDR166 |
8 |
0.04 |
| FRDR1679 |
7 |
0.03 |
| FRDR171 |
12 |
0.06 |
| FRDR172 |
10 |
0.05 |
| FRDR173A |
16 |
0.08 |
| FRDR173B |
14 |
0.07 |
| FRDR174 |
33 |
0.16 |
| FRDR175B |
12 |
0.06 |
| FRDR176 |
6 |
0.03 |
| FRDR179 |
12 |
0.06 |
| FRDR1803 |
1 |
0.00 |
| FRDR1806A |
20 |
0.10 |
| FRDR1806B |
10 |
0.05 |
| FRDR1806C |
1 |
0.00 |
| FRDR1806D |
2 |
0.01 |
| FRDR1807A |
9 |
0.04 |
| FRDR1807B |
2 |
0.01 |
| FRDR1808 |
10 |
0.05 |
| FRDR182 |
45 |
0.22 |
| FRDR184 |
18 |
0.09 |
| FRDR185 |
23 |
0.11 |
| FRDR187 |
27 |
0.14 |
| FRDR188 |
15 |
0.07 |
| FRDR1901 |
4 |
0.02 |
| FRDR192B |
17 |
0.08 |
| FRDR196A |
16 |
0.08 |
| FRDR196B |
21 |
0.10 |
| FRDR197 |
20 |
0.10 |
| FRDR199 |
16 |
0.08 |
| FRDR200 |
11 |
0.06 |
| FRDR2001 |
12 |
0.06 |
| FRDR2001A |
10 |
0.05 |
| FRDR2001B |
9 |
0.04 |
| FRDR2001C |
8 |
0.04 |
| FRDR2004 |
8 |
0.04 |
| FRDR2006B |
1 |
0.00 |
| FRDR2007 |
5 |
0.03 |
| FRDR2007D |
7 |
0.03 |
| FRDR2007E |
12 |
0.06 |
| FRDR2007F |
8 |
0.04 |
| FRDR2008 |
2 |
0.01 |
| FRDR2009 |
4 |
0.02 |
| FRDR201 |
8 |
0.04 |
| FRDR2011 |
1 |
0.00 |
| FRDR2014 |
2 |
0.01 |
| FRDR2015 |
10 |
0.05 |
| FRDR2018B |
4 |
0.02 |
| FRDR202 |
8 |
0.04 |
| FRDR2020 |
5 |
0.03 |
| FRDR2023 |
15 |
0.07 |
| FRDR2027A |
10 |
0.05 |
| FRDR2028 |
5 |
0.03 |
| FRDR203 |
9 |
0.04 |
| FRDR2030 |
20 |
0.10 |
| FRDR2031 |
12 |
0.06 |
| FRDR2032 |
7 |
0.03 |
| FRDR2033 |
3 |
0.01 |
| FRDR2034B |
7 |
0.03 |
| FRDR208 |
10 |
0.05 |
| FRDR211 |
13 |
0.06 |
| FRDR213 |
10 |
0.05 |
| FRDR216 |
7 |
0.03 |
| FRDR219 |
11 |
0.06 |
| FRDR220 |
13 |
0.06 |
| FRDR223 |
13 |
0.06 |
| FRDR226 |
14 |
0.07 |
| FRDR227 |
16 |
0.08 |
| FRDR229 |
12 |
0.06 |
| FRDR233 |
10 |
0.05 |
| FRDR234B |
8 |
0.04 |
| FRDR235 |
5 |
0.03 |
| FRDR243C |
5 |
0.03 |
| FRDR244 |
6 |
0.03 |
| FRDR245A |
10 |
0.05 |
| FRDR245B |
9 |
0.04 |
| FRDR246A |
6 |
0.03 |
| FRDR250B |
8 |
0.04 |
| FRDR251 |
14 |
0.07 |
| FRDR258 |
11 |
0.06 |
| FRDR259 |
4 |
0.02 |
| FRDR265 |
1 |
0.00 |
| FRDR267 |
7 |
0.03 |
| FRDR271 |
7 |
0.03 |
| FRDR275 |
10 |
0.05 |
| FRDR276A |
8 |
0.04 |
| FRDR277A |
11 |
0.06 |
| FRDR280 |
7 |
0.03 |
| FRDR281A |
7 |
0.03 |
| FRDR281B |
8 |
0.04 |
| FRDR282 |
9 |
0.04 |
| FRDR288B |
4 |
0.02 |
| FRDR289 |
2 |
0.01 |
| FRDR290 |
2 |
0.01 |
| FRDR292 |
4 |
0.02 |
| FRDR294 |
5 |
0.03 |
| FRDR298 |
3 |
0.01 |
| FRDR302 |
10 |
0.05 |
| FRDR305A |
5 |
0.03 |
| FRDR306 |
3 |
0.01 |
| FRDR311A |
4 |
0.02 |
| FRDR311B |
8 |
0.04 |
| FRDR312 |
16 |
0.08 |
| FRDR313 |
4 |
0.02 |
| FRDR316 |
19 |
0.10 |
| FRDR317 |
8 |
0.04 |
| FRDR319 |
27 |
0.14 |
| FRDR323C |
13 |
0.06 |
| FRDR325 |
10 |
0.05 |
| FRDR329B |
13 |
0.06 |
| FRDR335A |
9 |
0.04 |
| FRDR336 |
4 |
0.02 |
| FRDR337 |
7 |
0.03 |
| FRDR345 |
5 |
0.03 |
| FRDR348 |
7 |
0.03 |
| FRDR353A |
8 |
0.04 |
| FRDR354A |
12 |
0.06 |
| FRDR354B |
9 |
0.04 |
| FRDR354C |
15 |
0.07 |
| FRDR356 |
9 |
0.04 |
| FRDR358 |
2 |
0.01 |
| FRDR359 |
1 |
0.00 |
| FRDR361A |
6 |
0.03 |
| FRDR361B |
8 |
0.04 |
| FRDR362A |
13 |
0.06 |
| FRDR362B |
1 |
0.00 |
| FRDR367B |
9 |
0.04 |
| FRDR368A |
9 |
0.04 |
| FRDR368B |
2 |
0.01 |
| FRDR372 |
11 |
0.06 |
| FRDR373 |
7 |
0.03 |
| FRDR377 |
1 |
0.00 |
| FRDR379 |
1 |
0.00 |
| FRDR380B |
7 |
0.03 |
| FRDR381 |
1 |
0.00 |
| FRDR382A |
5 |
0.03 |
| FRDR382B |
1 |
0.00 |
| FRDR383 |
1 |
0.00 |
| FRDR384A |
1 |
0.00 |
| FRDR384C |
4 |
0.02 |
| FRDR387B |
1 |
0.00 |
| FRDR391 |
13 |
0.06 |
| FRDR394B |
1 |
0.00 |
| FRDR396 |
7 |
0.03 |
| FRDR397 |
7 |
0.03 |
| FRDR400C |
3 |
0.01 |
| FRDR401B |
2 |
0.01 |
| FRDR401C |
4 |
0.02 |
| FRDR402 |
1 |
0.00 |
| FRDR406A |
2 |
0.01 |
| FRDR407 |
2 |
0.01 |
| FRDR411A |
8 |
0.04 |
| FRDR411B |
15 |
0.07 |
| FRDR412 |
10 |
0.05 |
| FRDR413C |
7 |
0.03 |
| FRDR417B |
5 |
0.03 |
| FRDR420 |
6 |
0.03 |
| FRDR422 |
10 |
0.05 |
| FRDR428B |
10 |
0.05 |
| FRDR429A |
11 |
0.06 |
| FRDR432 |
16 |
0.08 |
| FRDR438A |
3 |
0.01 |
| FRDR439 |
4 |
0.02 |
| FRDR440 |
9 |
0.04 |
| FRDR441 |
1 |
0.00 |
| FRDR442 |
11 |
0.06 |
| FRDR444B |
3 |
0.01 |
| FRDR446 |
5 |
0.03 |
| FRDR448A |
1 |
0.00 |
| FRDR452 |
3 |
0.01 |
| FRDR455 |
3 |
0.01 |
| FRDR457 |
10 |
0.05 |
| FRDR459 |
3 |
0.01 |
| FRDR460 |
2 |
0.01 |
| FRDR466A |
9 |
0.04 |
| FRDR471 |
2 |
0.01 |
| FRDR474 |
1 |
0.00 |
| FRDR475 |
1 |
0.00 |
| FRDR484 |
1 |
0.00 |
| FRDR486 |
8 |
0.04 |
| FRDR490 |
16 |
0.08 |
| FRDR492 |
3 |
0.01 |
| FRDR494 |
3 |
0.01 |
| FRDR498 |
2 |
0.01 |
| FRDR501 |
5 |
0.03 |
| FRDR503 |
4 |
0.02 |
| FRDR506B |
6 |
0.03 |
| FRDR509C |
7 |
0.03 |
| FRDR515 |
7 |
0.03 |
| FRDR517A |
8 |
0.04 |
| FRDR517C |
7 |
0.03 |
| FRDR519 |
9 |
0.04 |
| FRDR524 |
9 |
0.04 |
| FRDR526B |
7 |
0.03 |
| FRDR527B |
9 |
0.04 |
| FRDR530 |
18 |
0.09 |
| FRDR532A |
12 |
0.06 |
| FRDR535 |
8 |
0.04 |
| FRDR540 |
5 |
0.03 |
| FRDR541A |
10 |
0.05 |
| FRDR545 |
2 |
0.01 |
| FRDR547B |
4 |
0.02 |
| FRDR552A |
1 |
0.00 |
| FRDR552D |
1 |
0.00 |
| FRDR555A |
1 |
0.00 |
| FRDR558 |
3 |
0.01 |
| FRDR564B |
1 |
0.00 |
| FRDR566D |
2 |
0.01 |
| FRDR576 |
1 |
0.00 |
| FRDR579B |
5 |
0.03 |
| FRDR581 |
5 |
0.03 |
| FRDR591 |
5 |
0.03 |
| FRDR593A |
8 |
0.04 |
| FRDR593C |
3 |
0.01 |
| FRDR596 |
2 |
0.01 |
| FRDR597 |
5 |
0.03 |
| FRDR598 |
13 |
0.06 |
| FRDR599 |
8 |
0.04 |
| FRDR604 |
6 |
0.03 |
| FRDR606 |
1 |
0.00 |
| FRDR608 |
2 |
0.01 |
| FRDR609 |
10 |
0.05 |
| FRDR611 |
3 |
0.01 |
| FRDR617 |
5 |
0.03 |
| FRDR618 |
5 |
0.03 |
| FRDR619 |
15 |
0.07 |
| FRDR621 |
5 |
0.03 |
| FRDR625 |
23 |
0.11 |
| FRDR626 |
3 |
0.01 |
| FRDR628B |
1 |
0.00 |
| FRDR631 |
2 |
0.01 |
| FRDR634 |
1 |
0.00 |
| FRDR635 |
1 |
0.00 |
| FRDR638 |
5 |
0.03 |
| FRDR643 |
1 |
0.00 |
| FRDR644 |
3 |
0.01 |
| FRDR645 |
1 |
0.00 |
| FRDR646 |
5 |
0.03 |
| FRDR647 |
8 |
0.04 |
| FRDR648B |
10 |
0.05 |
| FRDR649 |
3 |
0.01 |
| FRDR651 |
4 |
0.02 |
| FRDR653 |
12 |
0.06 |
| FRDR654 |
2 |
0.01 |
| FRDR656 |
6 |
0.03 |
| FRDR661 |
1 |
0.00 |
| FRDR664 |
2 |
0.01 |
| FRDR666 |
3 |
0.01 |
| FRDR670 |
10 |
0.05 |
| FRDR672 |
10 |
0.05 |
| FRDR673 |
14 |
0.07 |
| FRDR676 |
10 |
0.05 |
| FRDR677 |
15 |
0.07 |
| FRDR680 |
11 |
0.06 |
| FRDR684 |
6 |
0.03 |
| FRDR687B |
11 |
0.06 |
| FRDR689 |
1 |
0.00 |
| FRDR691 |
1 |
0.00 |
| FRDR692 |
1 |
0.00 |
| FRDR693 |
2 |
0.01 |
| FRDR699B |
1 |
0.00 |
| FRDR73 |
3 |
0.01 |
| FRDR74 |
2 |
0.01 |
| FRDR78B |
5 |
0.03 |
| FRDR79 |
6 |
0.03 |
| FRDR80 |
3 |
0.01 |
| FRDR81 |
3 |
0.01 |
| FRDR82 |
1 |
0.00 |
| FRDR83 |
1 |
0.00 |
| FRDR84 |
11 |
0.06 |
| FRDR85 |
4 |
0.02 |
| FRDR887 |
14 |
0.07 |
| FRDR91 |
9 |
0.04 |
| FRDR93A |
2 |
0.01 |
| FRDR94 |
1 |
0.00 |
| FRDR95B |
2 |
0.01 |
| FRER10807 |
13 |
0.06 |
| FRER11510 |
7 |
0.03 |
| FRER12 |
5 |
0.03 |
| FRER14B |
3 |
0.01 |
| FRER16 |
8 |
0.04 |
| FRER22A |
3 |
0.01 |
| FRER22B |
2 |
0.01 |
| FRER26B |
6 |
0.03 |
| FRER31C |
6 |
0.03 |
| FRER33 |
13 |
0.06 |
| FRER36 |
14 |
0.07 |
| FRER39 |
7 |
0.03 |
| FRER42 |
4 |
0.02 |
| FRER48 |
6 |
0.03 |
| FRER53 |
3 |
0.01 |
| FRER58A |
1 |
0.00 |
| FRER61B |
8 |
0.04 |
| FRER65 |
14 |
0.07 |
| FRER68A |
12 |
0.06 |
| FRER69C |
6 |
0.03 |
| FRER70 |
9 |
0.04 |
| FRER9B |
10 |
0.05 |
| FRFL77 |
1 |
0.00 |
| FRFR10 |
7 |
0.03 |
| FRFR100 |
12 |
0.06 |
| FRFR101A |
6 |
0.03 |
| FRFR106A |
1 |
0.00 |
| FRFR107A |
1 |
0.00 |
| FRFR108 |
1 |
0.00 |
| FRFR110A |
3 |
0.01 |
| FRFR112A |
10 |
0.05 |
| FRFR115 |
1 |
0.00 |
| FRFR12 |
1 |
0.00 |
| FRFR124B |
1 |
0.00 |
| FRFR126A |
2 |
0.01 |
| FRFR126B |
2 |
0.01 |
| FRFR127 |
2 |
0.01 |
| FRFR129 |
6 |
0.03 |
| FRFR134 |
3 |
0.01 |
| FRFR135A |
4 |
0.02 |
| FRFR136 |
3 |
0.01 |
| FRFR137 |
4 |
0.02 |
| FRFR142B |
3 |
0.01 |
| FRFR143 |
1 |
0.00 |
| FRFR146 |
4 |
0.02 |
| FRFR148A |
1 |
0.00 |
| FRFR149 |
2 |
0.01 |
| FRFR151 |
1 |
0.00 |
| FRFR152A |
5 |
0.03 |
| FRFR153 |
3 |
0.01 |
| FRFR154 |
3 |
0.01 |
| FRFR155 |
2 |
0.01 |
| FRFR156 |
5 |
0.03 |
| FRFR157A |
30 |
0.15 |
| FRFR158 |
28 |
0.14 |
| FRFR161 |
27 |
0.14 |
| FRFR163 |
13 |
0.06 |
| FRFR164 |
2 |
0.01 |
| FRFR165 |
8 |
0.04 |
| FRFR166 |
16 |
0.08 |
| FRFR170 |
23 |
0.11 |
| FRFR171 |
8 |
0.04 |
| FRFR177 |
17 |
0.08 |
| FRFR178 |
28 |
0.14 |
| FRFR179 |
9 |
0.04 |
| FRFR18 |
1 |
0.00 |
| FRFR183 |
16 |
0.08 |
| FRFR184 |
6 |
0.03 |
| FRFR186 |
21 |
0.10 |
| FRFR187 |
20 |
0.10 |
| FRFR188 |
35 |
0.18 |
| FRFR189 |
7 |
0.03 |
| FRFR192 |
11 |
0.06 |
| FRFR194A |
3 |
0.01 |
| FRFR196 |
3 |
0.01 |
| FRFR198 |
6 |
0.03 |
| FRFR199 |
2 |
0.01 |
| FRFR1A |
1 |
0.00 |
| FRFR2 |
10 |
0.05 |
| FRFR201 |
10 |
0.05 |
| FRFR202 |
3 |
0.01 |
| FRFR203 |
3 |
0.01 |
| FRFR207 |
4 |
0.02 |
| FRFR208 |
2 |
0.01 |
| FRFR209 |
3 |
0.01 |
| FRFR21 |
1 |
0.00 |
| FRFR211 |
9 |
0.04 |
| FRFR213A |
17 |
0.08 |
| FRFR214 |
12 |
0.06 |
| FRFR215A |
7 |
0.03 |
| FRFR215B |
5 |
0.03 |
| FRFR216 |
1 |
0.00 |
| FRFR217 |
4 |
0.02 |
| FRFR219A |
5 |
0.03 |
| FRFR22 |
1 |
0.00 |
| FRFR220 |
5 |
0.03 |
| FRFR221 |
6 |
0.03 |
| FRFR224 |
1 |
0.00 |
| FRFR225 |
1 |
0.00 |
| FRFR228 |
25 |
0.12 |
| FRFR229 |
16 |
0.08 |
| FRFR230 |
15 |
0.07 |
| FRFR231 |
10 |
0.05 |
| FRFR235A |
1 |
0.00 |
| FRFR238 |
6 |
0.03 |
| FRFR239 |
1 |
0.00 |
| FRFR23B |
1 |
0.00 |
| FRFR241 |
9 |
0.04 |
| FRFR242 |
5 |
0.03 |
| FRFR250 |
2 |
0.01 |
| FRFR251 |
17 |
0.08 |
| FRFR252A |
36 |
0.18 |
| FRFR252B |
10 |
0.05 |
| FRFR255 |
1 |
0.00 |
| FRFR256A |
1 |
0.00 |
| FRFR263 |
1 |
0.00 |
| FRFR267 |
1 |
0.00 |
| FRFR271B |
1 |
0.00 |
| FRFR276 |
10 |
0.05 |
| FRFR277B |
1 |
0.00 |
| FRFR278 |
4 |
0.02 |
| FRFR279 |
11 |
0.06 |
| FRFR280 |
15 |
0.07 |
| FRFR281 |
14 |
0.07 |
| FRFR284 |
1 |
0.00 |
| FRFR286 |
11 |
0.06 |
| FRFR288B |
1 |
0.00 |
| FRFR289B |
7 |
0.03 |
| FRFR29 |
1 |
0.00 |
| FRFR292 |
4 |
0.02 |
| FRFR293A |
3 |
0.01 |
| FRFR295B |
2 |
0.01 |
| FRFR296A |
23 |
0.11 |
| FRFR296B |
13 |
0.06 |
| FRFR300A |
2 |
0.01 |
| FRFR300B |
13 |
0.06 |
| FRFR300C |
15 |
0.07 |
| FRFR301A |
1 |
0.00 |
| FRFR301B |
1 |
0.00 |
| FRFR303A |
6 |
0.03 |
| FRFR304 |
15 |
0.07 |
| FRFR305 |
1 |
0.00 |
| FRFR306C |
1 |
0.00 |
| FRFR307A |
3 |
0.01 |
| FRFR310 |
2 |
0.01 |
| FRFR313 |
2 |
0.01 |
| FRFR314A |
1 |
0.00 |
| FRFR314B |
1 |
0.00 |
| FRFR315A |
12 |
0.06 |
| FRFR315B |
5 |
0.03 |
| FRFR317 |
5 |
0.03 |
| FRFR318A |
11 |
0.06 |
| FRFR318C |
3 |
0.01 |
| FRFR32 |
2 |
0.01 |
| FRFR320 |
8 |
0.04 |
| FRFR321 |
1 |
0.00 |
| FRFR324B |
1 |
0.00 |
| FRFR327A |
1 |
0.00 |
| FRFR327C |
8 |
0.04 |
| FRFR328 |
10 |
0.05 |
| FRFR33 |
8 |
0.04 |
| FRFR330B |
20 |
0.10 |
| FRFR331A |
1 |
0.00 |
| FRFR332 |
9 |
0.04 |
| FRFR341 |
2 |
0.01 |
| FRFR342 |
5 |
0.03 |
| FRFR347B |
1 |
0.00 |
| FRFR348 |
22 |
0.11 |
| FRFR349B |
10 |
0.05 |
| FRFR349C |
5 |
0.03 |
| FRFR34B |
6 |
0.03 |
| FRFR353 |
3 |
0.01 |
| FRFR356 |
3 |
0.01 |
| FRFR36 |
3 |
0.01 |
| FRFR360 |
6 |
0.03 |
| FRFR361A |
5 |
0.03 |
| FRFR371 |
3 |
0.01 |
| FRFR41 |
2 |
0.01 |
| FRFR430 |
1 |
0.00 |
| FRFR432 |
1 |
0.00 |
| FRFR449 |
1 |
0.00 |
| FRFR476 |
1 |
0.00 |
| FRFR477A |
15 |
0.07 |
| FRFR481 |
1 |
0.00 |
| FRFR496B |
1 |
0.00 |
| FRFR499 |
4 |
0.02 |
| FRFR50 |
1 |
0.00 |
| FRFR506 |
12 |
0.06 |
| FRFR518 |
1 |
0.00 |
| FRFR523A |
6 |
0.03 |
| FRFR528 |
1 |
0.00 |
| FRFR53 |
1 |
0.00 |
| FRFR533 |
1 |
0.00 |
| FRFR544 |
9 |
0.04 |
| FRFR557A |
2 |
0.01 |
| FRFR557C |
2 |
0.01 |
| FRFR563 |
1 |
0.00 |
| FRFR57 |
1 |
0.00 |
| FRFR58 |
1 |
0.00 |
| FRFR597 |
6 |
0.03 |
| FRFR60 |
1 |
0.00 |
| FRFR604 |
9 |
0.04 |
| FRFR611 |
14 |
0.07 |
| FRFR614 |
13 |
0.06 |
| FRFR61A |
1 |
0.00 |
| FRFR61B |
2 |
0.01 |
| FRFR63 |
3 |
0.01 |
| FRFR634 |
1 |
0.00 |
| FRFR638 |
1 |
0.00 |
| FRFR645 |
7 |
0.03 |
| FRFR651 |
10 |
0.05 |
| FRFR655 |
14 |
0.07 |
| FRFR656 |
4 |
0.02 |
| FRFR660 |
1 |
0.00 |
| FRFR661 |
1 |
0.00 |
| FRFR663 |
10 |
0.05 |
| FRFR671 |
11 |
0.06 |
| FRFR673 |
3 |
0.01 |
| FRFR685 |
2 |
0.01 |
| FRFR71A |
2 |
0.01 |
| FRFR75 |
7 |
0.03 |
| FRFR777 |
7 |
0.03 |
| FRFR83A |
12 |
0.06 |
| FRFR85 |
7 |
0.03 |
| FRFR86 |
1 |
0.00 |
| FRFR9 |
4 |
0.02 |
| FRFR90 |
3 |
0.01 |
| FRFR903A |
1 |
0.00 |
| FRFR904 |
1 |
0.00 |
| FRFR91 |
1 |
0.00 |
| FRFR912 |
6 |
0.03 |
| FRFR925 |
4 |
0.02 |
| FRFR93 |
1 |
0.00 |
| FRFR931 |
10 |
0.05 |
| FRFR97A |
1 |
0.00 |
| FRFR97B |
1 |
0.00 |
| FRFR98A |
3 |
0.01 |
| FRFRL92_2 |
1 |
0.00 |
| FRFRR158_1 |
12 |
0.06 |
| FRFRR169_3 |
1 |
0.00 |
| FRFRR174_5 |
6 |
0.03 |
| FRFRR18_1 |
2 |
0.01 |
| FRFRR186_5 |
16 |
0.08 |
| FRFRR221_5 |
4 |
0.02 |
| FRFRR227_2 |
17 |
0.08 |
| FRFRR239_2 |
1 |
0.00 |
| FRFRR240_1 |
9 |
0.04 |
| FRFRR278_5 |
7 |
0.03 |
| FRFRR281_4 |
14 |
0.07 |
| FRFRR300C_2 |
2 |
0.01 |
| FRFRR327C_21 |
3 |
0.01 |
| FRFRR328_5 |
6 |
0.03 |
| FRFRR330B_4 |
11 |
0.06 |
| FRFRR332_2 |
2 |
0.01 |
| FRFRR332_4 |
5 |
0.03 |
| FRFRR342_3 |
2 |
0.01 |
| FRFRR360_1 |
4 |
0.02 |
| FRFRR361A_5 |
1 |
0.00 |
| FRFRR95_2 |
2 |
0.01 |
| FRGL039 |
2 |
0.01 |
| FRGR0002 |
26 |
0.13 |
| FRGR0003A |
13 |
0.06 |
| FRGR0003C |
3 |
0.01 |
| FRGR0004A |
16 |
0.08 |
| FRGR0004B |
7 |
0.03 |
| FRGR0004C |
12 |
0.06 |
| FRGR0005A |
11 |
0.06 |
| FRGR0005B |
13 |
0.06 |
| FRGR0005C |
5 |
0.03 |
| FRGR0006A |
11 |
0.06 |
| FRGR0007A |
26 |
0.13 |
| FRGR0007B |
7 |
0.03 |
| FRGR0007C |
22 |
0.11 |
| FRGR0007D |
8 |
0.04 |
| FRGR0007F |
16 |
0.08 |
| FRGR0011B |
7 |
0.03 |
| FRGR0012 |
1 |
0.00 |
| FRGR0017 |
1 |
0.00 |
| FRGR0020 |
4 |
0.02 |
| FRGR0023 |
4 |
0.02 |
| FRGR0024 |
2 |
0.01 |
| FRGR0043 |
1 |
0.00 |
| FRGR0045 |
1 |
0.00 |
| FRGR0046 |
4 |
0.02 |
| FRGR0048 |
4 |
0.02 |
| FRGR0050 |
5 |
0.03 |
| FRGR0052 |
10 |
0.05 |
| FRGR0054 |
7 |
0.03 |
| FRGR0055 |
3 |
0.01 |
| FRGR0056A |
3 |
0.01 |
| FRGR0057 |
13 |
0.06 |
| FRGR0058 |
13 |
0.06 |
| FRGR0061 |
16 |
0.08 |
| FRGR0062 |
17 |
0.08 |
| FRGR0065 |
9 |
0.04 |
| FRGR0067 |
7 |
0.03 |
| FRGR0069B |
9 |
0.04 |
| FRGR0070 |
3 |
0.01 |
| FRGR0074 |
7 |
0.03 |
| FRGR0077 |
9 |
0.04 |
| FRGR0078 |
3 |
0.01 |
| FRGR0080 |
3 |
0.01 |
| FRGR0081 |
5 |
0.03 |
| FRGR0083 |
5 |
0.03 |
| FRGR0085 |
6 |
0.03 |
| FRGR0086 |
4 |
0.02 |
| FRGR0087 |
2 |
0.01 |
| FRGR0090 |
5 |
0.03 |
| FRGR0091 |
2 |
0.01 |
| FRGR0092A |
5 |
0.03 |
| FRGR0093C |
1 |
0.00 |
| FRGR0094 |
10 |
0.05 |
| FRGR0095 |
8 |
0.04 |
| FRGR0100 |
3 |
0.01 |
| FRGR0101 |
1 |
0.00 |
| FRGR0102 |
8 |
0.04 |
| FRGR0104 |
7 |
0.03 |
| FRGR0110 |
1 |
0.00 |
| FRGR0111 |
13 |
0.06 |
| FRGR0112 |
13 |
0.06 |
| FRGR0119B |
4 |
0.02 |
| FRGR0120 |
2 |
0.01 |
| FRGR0121 |
6 |
0.03 |
| FRGR0122 |
8 |
0.04 |
| FRGR0124A |
3 |
0.01 |
| FRGR0126A |
13 |
0.06 |
| FRGR0126C |
15 |
0.07 |
| FRGR0127 |
6 |
0.03 |
| FRGR0130 |
8 |
0.04 |
| FRGR0131 |
12 |
0.06 |
| FRGR0133A |
4 |
0.02 |
| FRGR0139 |
5 |
0.03 |
| FRGR0141A |
5 |
0.03 |
| FRGR0142B |
8 |
0.04 |
| FRGR0143A |
22 |
0.11 |
| FRGR0143B |
3 |
0.01 |
| FRGR0144A |
22 |
0.11 |
| FRGR0144B |
15 |
0.07 |
| FRGR0145 |
1 |
0.00 |
| FRGR0146 |
5 |
0.03 |
| FRGR0148 |
9 |
0.04 |
| FRGR0149 |
5 |
0.03 |
| FRGR0150B |
4 |
0.02 |
| FRGR0150C |
6 |
0.03 |
| FRGR0161A |
14 |
0.07 |
| FRGR0161C |
10 |
0.05 |
| FRGR0162 |
7 |
0.03 |
| FRGR0163A |
9 |
0.04 |
| FRGR0167A |
7 |
0.03 |
| FRGR0171 |
4 |
0.02 |
| FRGR0173 |
5 |
0.03 |
| FRGR0175 |
4 |
0.02 |
| FRGR0176 |
4 |
0.02 |
| FRGR0178A |
13 |
0.06 |
| FRGR0183 |
2 |
0.01 |
| FRGR0184A |
3 |
0.01 |
| FRGR0184B |
9 |
0.04 |
| FRGR0185 |
3 |
0.01 |
| FRGR0186 |
8 |
0.04 |
| FRGR0193B |
4 |
0.02 |
| FRGR0194B |
6 |
0.03 |
| FRGR0200 |
5 |
0.03 |
| FRGR0202 |
3 |
0.01 |
| FRGR0205 |
6 |
0.03 |
| FRGR0206 |
11 |
0.06 |
| FRGR0209 |
9 |
0.04 |
| FRGR0211 |
4 |
0.02 |
| FRGR0214 |
1 |
0.00 |
| FRGR0220 |
8 |
0.04 |
| FRGR0222 |
5 |
0.03 |
| FRGR0224 |
6 |
0.03 |
| FRGR0227 |
1 |
0.00 |
| FRGR0229 |
11 |
0.06 |
| FRGR0230B |
13 |
0.06 |
| FRGR0231 |
6 |
0.03 |
| FRGR0234 |
6 |
0.03 |
| FRGR0235 |
2 |
0.01 |
| FRGR0247 |
3 |
0.01 |
| FRGR0248 |
14 |
0.07 |
| FRGR0249 |
4 |
0.02 |
| FRGR0252 |
2 |
0.01 |
| FRGR0254 |
1 |
0.00 |
| FRGR0256 |
2 |
0.01 |
| FRGR0263 |
8 |
0.04 |
| FRGR0264 |
9 |
0.04 |
| FRGR0267 |
11 |
0.06 |
| FRGR0271A |
10 |
0.05 |
| FRGR0272C |
9 |
0.04 |
| FRGR0273 |
14 |
0.07 |
| FRGR0274 |
1 |
0.00 |
| FRGR0279 |
21 |
0.10 |
| FRGR0281 |
14 |
0.07 |
| FRGR0282 |
19 |
0.10 |
| FRGR0283 |
15 |
0.07 |
| FRGR0284 |
11 |
0.06 |
| FRGR0286 |
4 |
0.02 |
| FRGR0287B |
2 |
0.01 |
| FRGR0288 |
4 |
0.02 |
| FRGR0290 |
14 |
0.07 |
| FRGR0291 |
5 |
0.03 |
| FRGR0295 |
17 |
0.08 |
| FRGR0296 |
16 |
0.08 |
| FRGR0298 |
10 |
0.05 |
| FRGR0299 |
4 |
0.02 |
| FRGR0302 |
8 |
0.04 |
| FRGR0303 |
7 |
0.03 |
| FRGR0305 |
2 |
0.01 |
| FRGR0308 |
8 |
0.04 |
| FRGR0309A |
13 |
0.06 |
| FRGR0311A |
12 |
0.06 |
| FRGR0312B |
2 |
0.01 |
| FRGR0315A |
3 |
0.01 |
| FRGR0315B |
2 |
0.01 |
| FRGR0316 |
2 |
0.01 |
| FRGR0318 |
5 |
0.03 |
| FRGR0323 |
6 |
0.03 |
| FRGR0328 |
3 |
0.01 |
| FRGR0331A |
8 |
0.04 |
| FRGR0332 |
5 |
0.03 |
| FRGR0334B |
4 |
0.02 |
| FRGR0337A |
4 |
0.02 |
| FRGR0337B |
10 |
0.05 |
| FRGR0338 |
5 |
0.03 |
| FRGR0339 |
8 |
0.04 |
| FRGR0340A |
5 |
0.03 |
| FRGR0340B |
5 |
0.03 |
| FRGR0341 |
2 |
0.01 |
| FRGR0343 |
3 |
0.01 |
| FRGR0344 |
9 |
0.04 |
| FRGR0346 |
7 |
0.03 |
| FRGR0347B |
3 |
0.01 |
| FRGR0349 |
6 |
0.03 |
| FRGR0350B |
7 |
0.03 |
| FRGR0351A |
4 |
0.02 |
| FRGR0351B |
8 |
0.04 |
| FRGR0351C |
10 |
0.05 |
| FRGR0355 |
5 |
0.03 |
| FRGR0358 |
9 |
0.04 |
| FRGR0359A |
21 |
0.10 |
| FRGR0359B |
12 |
0.06 |
| FRGR0360B |
5 |
0.03 |
| FRGR0361 |
16 |
0.08 |
| FRGR0362 |
15 |
0.07 |
| FRGR0364B |
8 |
0.04 |
| FRGR0364D |
10 |
0.05 |
| FRGR0365B |
8 |
0.04 |
| FRGR0366B |
8 |
0.04 |
| FRGR0368C |
11 |
0.06 |
| FRGR0369 |
4 |
0.02 |
| FRGR0370 |
14 |
0.07 |
| FRGR0371B |
6 |
0.03 |
| FRGR0375 |
33 |
0.16 |
| FRGR0376 |
11 |
0.06 |
| FRGR0380 |
7 |
0.03 |
| FRGR0381 |
19 |
0.10 |
| FRGR0382 |
10 |
0.05 |
| FRGR0390 |
14 |
0.07 |
| FRGR0392A |
3 |
0.01 |
| FRGR0392B |
1 |
0.00 |
| FRGR0396 |
2 |
0.01 |
| FRGR0397 |
2 |
0.01 |
| FRGR0400 |
6 |
0.03 |
| FRGR0401 |
4 |
0.02 |
| FRGR0402 |
11 |
0.06 |
| FRGR0404 |
6 |
0.03 |
| FRGR0405 |
5 |
0.03 |
| FRGR0407 |
14 |
0.07 |
| FRGR0410A |
4 |
0.02 |
| FRGR0410B |
8 |
0.04 |
| FRGR0411B |
22 |
0.11 |
| FRGR0413 |
14 |
0.07 |
| FRGR0414 |
9 |
0.04 |
| FRGR0417 |
8 |
0.04 |
| FRGR0418 |
16 |
0.08 |
| FRGR0419 |
15 |
0.07 |
| FRGR0422 |
12 |
0.06 |
| FRGR0423 |
10 |
0.05 |
| FRGR0426 |
2 |
0.01 |
| FRGR0431 |
1 |
0.00 |
| FRGR0433 |
6 |
0.03 |
| FRGR0443B |
7 |
0.03 |
| FRGR0444 |
12 |
0.06 |
| FRGR0449 |
2 |
0.01 |
| FRGR0453 |
1 |
0.00 |
| FRGR0454 |
1 |
0.00 |
| FRGR0455B |
23 |
0.11 |
| FRGR0456 |
6 |
0.03 |
| FRGR0457 |
5 |
0.03 |
| FRGR0458 |
13 |
0.06 |
| FRGR0459 |
11 |
0.06 |
| FRGR0460B |
4 |
0.02 |
| FRGR0460C |
31 |
0.16 |
| FRGR0462A |
38 |
0.19 |
| FRGR0462B |
25 |
0.12 |
| FRGR0467 |
4 |
0.02 |
| FRGR0471 |
9 |
0.04 |
| FRGR0472 |
14 |
0.07 |
| FRGR0473 |
1 |
0.00 |
| FRGR0475 |
18 |
0.09 |
| FRGR0476 |
24 |
0.12 |
| FRGR0481 |
2 |
0.01 |
| FRGR0492C |
5 |
0.03 |
| FRGR0493 |
1 |
0.00 |
| FRGR0494 |
2 |
0.01 |
| FRGR0498A |
4 |
0.02 |
| FRGR0498B |
1 |
0.00 |
| FRGR0504 |
15 |
0.07 |
| FRGR0505B |
17 |
0.08 |
| FRGR0510 |
4 |
0.02 |
| FRGR0511 |
10 |
0.05 |
| FRGR0513 |
38 |
0.19 |
| FRGR0514 |
12 |
0.06 |
| FRGR0516 |
6 |
0.03 |
| FRGR0518 |
7 |
0.03 |
| FRGR0520 |
22 |
0.11 |
| FRGR0524 |
9 |
0.04 |
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13 |
0.06 |
| FRGR0526 |
11 |
0.06 |
| FRGR0527 |
14 |
0.07 |
| FRGR0530 |
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0.06 |
| FRGR0534 |
23 |
0.11 |
| FRGR0538 |
9 |
0.04 |
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20 |
0.10 |
| FRGR0541 |
11 |
0.06 |
| FRGR0543 |
40 |
0.20 |
| FRGR0544 |
25 |
0.12 |
| FRGR0545 |
21 |
0.10 |
| FRGR0546 |
26 |
0.13 |
| FRGR0547B |
29 |
0.14 |
| FRGR0548 |
32 |
0.16 |
| FRGR0549A |
21 |
0.10 |
| FRGR0550 |
20 |
0.10 |
| FRGR0552 |
1 |
0.00 |
| FRGR0560 |
12 |
0.06 |
| FRGR0562A |
4 |
0.02 |
| FRGR0563 |
22 |
0.11 |
| FRGR0564B |
9 |
0.04 |
| FRGR0566A |
3 |
0.01 |
| FRGR0568 |
2 |
0.01 |
| FRGR0570 |
6 |
0.03 |
| FRGR0571 |
2 |
0.01 |
| FRGR0573 |
12 |
0.06 |
| FRGR0574 |
26 |
0.13 |
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15 |
0.07 |
| FRGR0910 |
8 |
0.04 |
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18 |
0.09 |
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9 |
0.04 |
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1 |
0.00 |
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0.03 |
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23 |
0.11 |
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9 |
0.04 |
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0.00 |
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17 |
0.08 |
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11 |
0.06 |
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20 |
0.10 |
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8 |
0.04 |
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12 |
0.06 |
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0.03 |
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1 |
0.00 |
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7 |
0.03 |
| FRGR1524 |
4 |
0.02 |
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9 |
0.04 |
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0.03 |
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1 |
0.00 |
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10 |
0.05 |
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0.04 |
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1 |
0.00 |
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0.00 |
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0.03 |
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0.08 |
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0.04 |
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0.08 |
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0.07 |
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0.01 |
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0.06 |
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0.01 |
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0.01 |
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0.03 |
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0.01 |
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0.07 |
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0.03 |
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0.03 |
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0.03 |
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0.00 |
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0.03 |
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0.03 |
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0.04 |
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0.03 |
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0.07 |
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0.00 |
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0.06 |
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0.01 |
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0.12 |
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0.06 |
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0.02 |
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0.03 |
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0.01 |
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0.06 |
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0.00 |
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0.03 |
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0.04 |
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0.03 |
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0.06 |
| UKSC023371 |
17 |
0.08 |
| UKSC023394 |
15 |
0.07 |
| UKSC023579 |
10 |
0.05 |
| UKSC023634 |
14 |
0.07 |
| TOTAL |
20000 |
100.00 |
| Autor: Grupo 3 |
4.2 Tabla de distribución de frecuencia simplificada
# =========================
# Tabla simplificada
# =========================
WBI <- datos$waterBodyIdentifier
TDF_WBI <- data.frame(table(WBI))
# Ordenar de mayor a menor frecuencia
TDF_WBI <- TDF_WBI[order(-TDF_WBI$Freq), ]
# Mantener los 9 WBIes más frecuentes
top9 <- head(TDF_WBI, 9)
# Agrupar el resto en "Otros"
otros <- data.frame(
WBI = "Otros",
Freq = sum(TDF_WBI$Freq[-(1:9)])
)
# Unir
TDF_WBI <- rbind(top9, otros)
# Calcular frecuencias
ni <- TDF_WBI$Freq
hi <- round((ni / sum(ni)) * 100, 2)
TDF_WBI <- data.frame(
WBI = TDF_WBI$WBI,
ni,
hi
)
Summary <- data.frame(
WBI = "TOTAL",
ni = sum(ni),
hi = 100
)
TDF_WBI_suma <- rbind(TDF_WBI, Summary)
colnames(TDF_WBI_suma) <- c(
"WBI",
"ni",
"hi(%)"
)
colnames(TDF_WBI_suma) <- c("Cuerpos de agua monitoreados", "ni", "hi(%)")
# Formato de la tabla
TDF_WBI_suma %>%
gt() %>%
tab_header(
title = md("*Tabla Nro. 2*"),
subtitle = md("**Distribución de frecuencias los cuerpos de agua monitoreados
mas frecuentes en el estudio de la calidad de agua en Europa (1991-2017)**")
) %>%
tab_source_note(
source_note = md("Autor: Grupo 3")
) %>%
tab_options(
table.border.top.color = "black",
table.border.bottom.color = "black",
table.border.top.style = "solid",
table.border.bottom.style = "solid",
column_labels.border.top.color = "black",
column_labels.border.bottom.color = "black",
column_labels.border.bottom.width = px(2),
row.striping.include_table_body = TRUE,
heading.border.bottom.color = "black",
heading.border.bottom.width = px(2),
table_body.hlines.color = "gray",
table_body.border.bottom.color = "black"
)
| Tabla Nro. 2 |
| Distribución de frecuencias los cuerpos de agua monitoreados
mas frecuentes en el estudio de la calidad de agua en Europa (1991-2017) |
| Cuerpos de agua monitoreados |
ni |
hi(%) |
| ROSO01 |
56 |
0.28 |
| FRCR333 |
47 |
0.24 |
| FRDR182 |
45 |
0.22 |
| ES030MSPF1005021 |
43 |
0.22 |
| ES030MSPF0602021 |
40 |
0.20 |
| FRGR0543 |
40 |
0.20 |
| ES060MSBT060-011 |
38 |
0.19 |
| FRGR0462A |
38 |
0.19 |
| FRGR0513 |
38 |
0.19 |
| Otros |
19615 |
98.08 |
| TOTAL |
20000 |
100.00 |
| Autor: Grupo 3 |
5. Gráficas
5.1 Diagrama de barras de cantidad
# =========================================
# Diagrama de barras genrado por RStudio
# =========================================
# Quitar la categoría "Otros"
grafico_WBI <- subset(TDF_WBI, WBI != "Otros")
barplot(
grafico_WBI$ni,
names.arg = grafico_WBI$WBI,
main = "Gráfica N°1: Distribución de los cuerpos de agua monitoreados en
el análisis estadístico de la calidad de agua en Europa (1991-2017)",
xlab = "Cuerpos de agua monitoreados",
ylab = "Cantidad",
col = "lightskyblue",
ylim = c(0,60),
las = 1,
cex.names = 0.3
)
# ===========================================================
# Diagrama de barras con relación a la totalidad de los datos
# ===========================================================
barplot(ni,
main = "Gráfica N°2: Distribución de los cuerpos de agua monitoreados en
el análisis estadístico de la calidad de agua en Europa (1991-2017)",
xlab = "Cuerpos de agua monitoreados",
ylab = "Cantidad",
col = "lightblue",
ylim = c(0,20000),
las = 1,
cex.names = 0.3,
names.arg = TDF_WBI$WBI)
5.2 Diagrama de barras porcentuales
# ======================================
# Diagrama de barras que genera RStudio
# ======================================
# Quitar la categoría "Otros"
grafico_WBI <- subset(TDF_WBI, WBI != "Otros")
barplot(
grafico_WBI$hi,
names.arg = grafico_WBI$WBI,
main = "Gráfica N°3: Distribución porcentual de los cuerpos de agua monitoreados
en el análisis estadístico de la calidad de agua en Europa (1991-2017)",
ylab = "Porcentaje (%)",
xlab = "Cuerpos de agua monitoreados",
col = "lightskyblue",
ylim = c(0,0.4),
las = 1,
cex.names = 0.3
)
# ===========================================================
# Diagrama de barras porcentual con relación a la totalidad
# ===========================================================
barplot(hi,
main = "Gráfica N°4: Distribución porcentual de los cuerpos de agua monitoreados
en el análisis estadístico de la calidad de agua en Europa (1991-2017)",
xlab = "Cuerpos de agua monitoreados",
ylab = "Porcentaje (%)",
col = "lightblue",
ylim = c(0,100),
las = 1,
cex.names = 0.3,
names.arg = TDF_WBI$WBI)
5.3 Diagrama circular
# ======================================
# Diagrama de circular con hi
# ======================================
# Quitar la categoría "Otros"
grafico_WBI <- subset(TDF_WBI, WBI != "Otros")
etiquetas <- paste0(grafico_WBI$hi, " %")
colores <- c(
"lightskyblue", "skyblue", "lightblue", "powderblue",
"lightsteelblue", "lavender", "azure3",
"azure2", "azure1"
)
par(mar = c(2, 2, 4, 6))
pie(
grafico_WBI$hi,
labels = etiquetas,
col = colores,
main = "Gráfica N°5: Distribución de los cuerpos de agua monitoreados en
el análisis estadístico de la calidad de agua en Europa (1991-2017)",
cex = 1
)
legend(
"topright",
legend = grafico_WBI$WBI,
fill = colores,
title = "Leyenda",
cex = 0.5,
xpd = TRUE
)
6. Indicadores estadísticos
# ======================================
# Indicadores Estadísticos
# ======================================
# 1. CÁLCULO DE LA MODA (Mo)
Moda_row_WBI <- TDF_WBI[which.max(TDF_WBI$ni), ]
Mo_WBI <- as.character(Moda_row_WBI$WBI[1])
# 2. CREACIÓN DE LA TABLA DE INDICADORES
tabla_indicadores_WBI <- data.frame(
"Variable" = c("waterBodyIdentifier"),
"Rango" = "-",
"X" = "-",
"Me" = "-",
"Mo" = c(Mo_WBI),
"V" = "-",
"Sd" = "-",
"Cv" = "-",
"As" = "-",
"K" = "-",
"Valores Atipicos" = "-"
)
# 3. FORMATO DE LA TABLA CON GT
tabla_indicadores_WBI %>%
gt() %>%
tab_header(
title = md("*Tabla Nro. 3*"),
subtitle = md("**Indicadores Estadísticos de los cuerpos de agua monitoreados
en el estudio de la calidad de agua en Europa (1991-2017)**")
) %>%
tab_source_note(
source_note = md("Autor: Grupo 3")
) %>%
tab_options(
table.border.top.color = "black",
table.border.bottom.color = "black",
table.border.top.style = "solid",
table.border.bottom.style = "solid",
column_labels.border.top.color = "black",
column_labels.border.bottom.color = "black",
column_labels.border.bottom.width = px(2),
row.striping.include_table_body = TRUE,
heading.border.bottom.color = "black",
heading.border.bottom.width = px(2),
table_body.hlines.color = "gray",
table_body.border.bottom.color = "black"
)
| Tabla Nro. 3 |
| Indicadores Estadísticos de los cuerpos de agua monitoreados
en el estudio de la calidad de agua en Europa (1991-2017) |
| Variable |
Rango |
X |
Me |
Mo |
V |
Sd |
Cv |
As |
K |
Valores.Atipicos |
| waterBodyIdentifier |
- |
- |
- |
Otros |
- |
- |
- |
- |
- |
- |
| Autor: Grupo 3 |
7. Conclusión
El valor más frecuente de la variable cuerpos de agua monitoreados se
encuentra en otros.