Content
- Table 1
- Forestplot
- A combined plot
How to plot general scientific figures in R
Li Zhiwei
Capital Medical University
2022-09-19
Table 1
What is Table-1?
It is standard practice in epidemiology and related fields that the first table of any journal article, referred to as “Table 1”, is a table that presents descriptive statistics of baseline characteristics of the study population stratified by exposure.
Creat table 1 using tableone package
Creat table 1 using tableone package
listVars <- c("Age", "Gender", "Cholesterol", "SystolicBP",
"BMI", "Smoking", "Education")
catVars <- c("Smoking","Education")
table1 <- CreateTableOne(vars = listVars,
data = dat,
factorVars = catVars,
strata = c("Gender"))
a <- print(table1, quote = TRUE, noSpaces = TRUE)
a <- as.data.frame(a)
write.csv(a, 'result_tableone.csv')
Creat table 1 using arsenal package
| | Female (N=143) | Male (N=107) | Total (N=250) | p value|
|:------------|:-----------------:|:-----------------:|:-----------------:|-------:|
|Age | | | | 0.191|
|- Mean (SD) | 56.938 (8.055) | 58.253 (7.550) | 57.501 (7.854) | |
|- Range | 33.700 - 77.500 | 45.700 - 79.300 | 33.700 - 79.300 | |
|Cholesterol | | | | 0.637|
|- N-Miss | 1 | 1 | 2 | |
|- Mean (SD) | 224.929 (25.104) | 223.414 (24.808) | 224.281 (24.939) | |
|- Range | 157.500 - 288.700 | 170.300 - 303.000 | 157.500 - 303.000 | |
|SystolicBP | | | | 0.305|
|- Mean (SD) | 144.946 (10.995) | 146.272 (8.710) | 145.514 (10.083) | |
|- Range | 117.500 - 175.400 | 124.600 - 165.200 | 117.500 - 175.400 | |
|BMI | | | | 0.864|
|- N-Miss | 1 | 0 | 1 | |
|- Mean (SD) | 26.746 (4.592) | 26.842 (4.088) | 26.787 (4.374) | |
|- Range | 13.800 - 38.700 | 14.500 - 35.900 | 13.800 - 38.700 | |
|Smoking | | | | 0.572|
|- | 2 (1.4%) | 1 (0.9%) | 3 (1.2%) | |
|- No | 104 (72.7%) | 72 (67.3%) | 176 (70.4%) | |
|- Yes | 37 (25.9%) | 34 (31.8%) | 71 (28.4%) | |
|Education | | | | 0.289|
|- High | 56 (39.2%) | 52 (48.6%) | 108 (43.2%) | |
|- Low | 45 (31.5%) | 26 (24.3%) | 71 (28.4%) | |
|- Medium | 42 (29.4%) | 29 (27.1%) | 71 (28.4%) | |Creat table 1 using arsenal package
sum_tab1_out <- summary(tab1, text=NULL) %>% as.data.frame()
write.csv(sum_tab1_out, 'code/table1/result_arsenal_table1.csv', row.names = F)
Creat table 1 using arsenal package
tableby.control() function
Control test and summary settings for the tableby() function.
tableby.control(
test = TRUE,
total = TRUE,
total.pos = c("after", "before"),
test.pname = NULL,
numeric.simplify = FALSE,
cat.simplify = FALSE,
cat.droplevels = FALSE,
ordered.simplify = FALSE,
date.simplify = FALSE,
numeric.test = "anova",
cat.test = "chisq",
ordered.test = "trend",
surv.test = "logrank",
date.test = "kwt",
selectall.test = "notest",
test.always = FALSE,
numeric.stats = c("Nmiss", "meansd", "range"),
cat.stats = c("Nmiss", "countpct"),
ordered.stats = c("Nmiss", "countpct"),
surv.stats = c("Nmiss", "Nevents", "medSurv"),
date.stats = c("Nmiss", "median", "range"),
selectall.stats = c("Nmiss", "countpct"),
stats.labels = list(),
digits = 3L,
digits.count = 0L,
digits.pct = 1L,
digits.p = 3L,
format.p = TRUE,
digits.n = 0L,
conf.level = 0.95,
wilcox.correct = FALSE,
wilcox.exact = NULL,
chisq.correct = FALSE,
simulate.p.value = FALSE,
B = 2000,
times = 1:5,
...
)Creat table 1 using arsenal package
Application tableby() in our paper
tab1 <- tableby(disease_type_en~sex+age_group2+continent+defi_year,data=data2)
sum_tab1_out <- summary(tab1, text=NULL) %>% as.data.frame()
writexl::write_xlsx(sum_tab1_out, 'table_1.new.xlsx')
Application tableby() in our paper
Resources
1. Using the table1 Package to Create HTML Tables of Descriptive Statistics
2. Introduction to tableone
3. The tableby function
Forestplot
What is forestplot?
A forest plot, also known as a blobbogram, is a graphical display of estimated results from a number of scientific studies addressing the same question, along with the overall results.
Data Preparation
V1 V2 V3 V4 V5
1 Disease Percentage Changes (95% CI) NA NA NA
2 Arrhythmia NA NA NA
3 Age NA NA NA
4 <65 -2.14(-4.02 to -0.27) -2.14 -4.02 -0.27
5 >=65 -0.31(-1.8 to 1.19) -0.31 -1.80 1.19
6 Sex NA NA NA
7 Male -1.22(-3.1 to 0.65) -1.22 -3.10 0.65
8 Female -0.55(-2.23 to 1.12) -0.55 -2.23 1.12
9 NA NA NA
10 Cerebrovascular NA NA NA
11 Age NA NA NA
12 <65 -0.11(-0.62 to 0.4) -0.11 -0.62 0.40
13 >=65 -0.05(-0.51 to 0.41) -0.05 -0.51 0.41
14 Sex NA NA NA
15 Male 0.12(-0.36 to 0.59) 0.12 -0.36 0.59
16 Female -0.3(-0.86 to 0.25) -0.30 -0.86 0.25
17 NA NA NA
18 CHD NA NA NA
19 Age NA NA NA
20 <65 1.67(0.68 to 2.67) 1.67 0.68 2.67
21 >=65 0.84(0.09 to 1.58) 0.84 0.09 1.58
22 Sex NA NA NA
23 Male 1.28(0.42 to 2.15) 1.28 0.42 2.15
24 Female 1.01(0.18 to 1.83) 1.01 0.18 1.83
25 NA NA NA
26 Heart failure NA NA NA
27 Age NA NA NA
28 <65 1.23(-2.65 to 5.11) 1.23 -2.65 5.11
29 >=65 -0.67(-2.65 to 1.32) -0.67 -2.65 1.32
30 Sex NA NA NA
31 Male 0.54(-1.95 to 3.03) 0.54 -1.95 3.03
32 Female -1.09(-3.6 to 1.42) -1.09 -3.60 1.42
A simple forestplot
A complex forestplot
forestplot(
labeltext = as.matrix(fp[,1:2]),#设置文本列#
mean = fp$V3, #绘图用的均值#
lower = fp$V4,
upper = fp$V5,
is.summary = c(T,rep(c(T,F,F,F,F,F,F,F),3),T,F,F,F,F,F,F), #某行是否加粗显示#
zero = 0,
col = fpColors(box='blue', #均值点的颜色#
summary='#8B008B', #加粗行的颜色#
lines = 'black', #95%CI线的颜色#
zero = 'skyblue'), #无效线的颜色#
boxsize = 0.5, #均值点图形的大小#
lineheight = unit(8,'mm'), #行距#
colgap = unit(2,'mm'), #列宽#
lwd.zero = 1,# 无效线宽度
lwd.ci = 1, # 95%CI线宽度
xlab = 'The estimate', #x轴的标题#
lwd.xaxis = 1, #x 轴的刻度#
lty.ci = 1,# 95%CI线类型
ci.vertices = T, #是否在95%CI两头添加箭头#
ci.vertices.height = 0.15, #箭头的长短#
graph.pos = 2, #森林图画在第几列#
fn.ci_norm = fpDrawNormalCI, #均值点的形状，Normal是方形，Circel是圆形，Diamod是菱形，Ponit是点#
txt_gp = fpTxtGp(
ticks = gpar(cex = 1), #坐标轴上刻度的大小#
xlab = gpar(cex = 1), #x轴名称的大小#
label = gpar(cex = 1)), #开始用labeltext（）函数设置的文本字体的大小#
hrzl_lines=list( "1" = gpar(lty=1,lwd=1, col="black",fill="black"), #在表的第1行上边加一条黑线#
"2" = gpar(lty=1,lwd=1, col="black",fill="black"),#在表的第2行上边加一条黑线#
"33" = gpar(lty=1,lwd=1, col="black",fill="black"),#在表的第33行上边加一条黑线
#在表的第5行上边加一条宽度为60，线型两端为butt，颜色为#898988，透明度为55的线段，线段分布在表格的2-3列
"5" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"8" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"13" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"16" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"21" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"24" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"29" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"32" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855")
)
)
Forestplot with different color
fn <- local({
i = 0
no_lines <- sum(!is.na(fp$V3))
b_clrs = colorRampPalette(colors=c(rep('blue', 8), rep('red', 4), rep('blue', 4)))(no_lines)
l_clrs = colorRampPalette(colors=c(rep('blue', 8), rep('red', 4), rep('blue', 4)))(no_lines)
function(..., clr.line, clr.marker){
i <<- i + 1
fpDrawNormalCI(..., clr.line = l_clrs[i], clr.marker = b_clrs[i])
}
})forestplot(
labeltext = as.matrix(fp[,1:2]),#设置文本列#
mean = fp$V3, #绘图用的均值#
lower = fp$V4,
upper = fp$V5,
is.summary = c(T,rep(c(T,F,F,F,F,F,F,F),3),T,F,F,F,F,F,F), #某行是否加粗显示#
zero = 0,
col = fpColors(box='blue', #均值点的颜色#
summary='#8B008B', #加粗行的颜色#
lines = 'black', #95%CI线的颜色#
zero = 'skyblue'), #无效线的颜色#
boxsize = 0.5, #均值点图形的大小#
lineheight = unit(8,'mm'), #行距#
colgap = unit(2,'mm'), #列宽#
lwd.zero = 1,# 无效线宽度
lwd.ci = 1, # 95%CI线宽度
xlab = 'The estimate', #x轴的标题#
lwd.xaxis = 1, #x 轴的刻度#
lty.ci = 1,# 95%CI线类型
ci.vertices = T, #是否在95%CI两头添加箭头#
ci.vertices.height = 0.15, #箭头的长短#
graph.pos = 2, #森林图画在第几列#
fn.ci_norm = fn, #均值点的形状，Normal是方形，Circel是圆形，Diamod是菱形，Ponit是点#
txt_gp = fpTxtGp(
ticks = gpar(cex = 1), #坐标轴上刻度的大小#
xlab = gpar(cex = 1), #x轴名称的大小#
label = gpar(cex = 1)), #开始用labeltext（）函数设置的文本字体的大小#
hrzl_lines=list( "1" = gpar(lty=1,lwd=1, col="black",fill="black"), #在表的第1行上边加一条黑线#
"2" = gpar(lty=1,lwd=1, col="black",fill="black"),#在表的第2行上边加一条黑线#
"33" = gpar(lty=1,lwd=1, col="black",fill="black"),#在表的第33行上边加一条黑线
#在表的第5行上边加一条宽度为60，线型两端为butt，颜色为#898988，透明度为55的线段，线段分布在表格的2-3列
"5" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"8" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"13" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"16" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"21" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"24" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"29" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855"),
"32" = gpar(lty=1,lwd=60,lineend="butt",columns=c(2:3),col="#89898855")
)
)Forestplot with different color
Creat forestplot using ggplot2 package
Step 0: Data Preparation
Disease group PC PC_95_LOW PC_95_UP
1 Arrhythmia <65 -2.14 -4.02 -0.27
2 Arrhythmia >=65 -0.31 -1.80 1.19
3 Arrhythmia Male -1.22 -3.10 0.65
4 Arrhythmia Female -0.55 -2.23 1.12
5 Cerebrovascular <65 -0.11 -0.62 0.40
6 Cerebrovascular >=65 -0.05 -0.51 0.41
7 Cerebrovascular Male 0.12 -0.36 0.59
8 Cerebrovascular Female -0.30 -0.86 0.25
9 CHD <65 1.67 0.68 2.67
10 CHD >=65 0.84 0.09 1.58
11 CHD Male 1.28 0.42 2.15
12 CHD Female 1.01 0.18 1.83
13 Heart failure <65 1.23 -2.65 5.11
14 Heart failure >=65 -0.67 -2.65 1.32
15 Heart failure Male 0.54 -1.95 3.03
16 Heart failure Female -1.09 -3.60 1.42Step 1: Mapping data
Step 2: Add point
Step 3: Add errorbar
Step 4: Add horizontal line
ggplot(dat, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6)+
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) 
Step 5: Set axis
ggplot(dat, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6) +
xlab("")+
scale_y_continuous("Percentage Change (%) and 95% CI", labels = scales::number_format(accuracy = 0.01))
Step 6: Set point shape and color
ggplot(dat, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6) +
xlab("")+
scale_y_continuous("Percentage Change (%) and 95% CI", labels = scales::number_format(accuracy = 0.01))+
scale_shape_manual(values = c(16, 23, 24, 15), guide = guide_legend(title = NULL)) +
scale_fill_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
scale_colour_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) 
Step 7: Set theme
ggplot(dat, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6) +
xlab("")+
scale_y_continuous("Percentage Change (%) and 95% CI", labels = scales::number_format(accuracy = 0.01))+
scale_shape_manual(values = c(16, 23, 24, 15), guide = guide_legend(title = NULL)) +
scale_fill_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
scale_colour_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
theme_bw() +
theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) +
theme(legend.position = "top") + # top
theme(legend.key = element_blank()) +
theme(legend.background = element_rect(fill = "white", colour = "black")) +
theme(legend.text = element_text(size = 10, color = "black")) +
theme(legend.key.height = unit(0.3, "cm")) +
theme(axis.text.y = element_text(size = 12, angle = 0, color = "black")) +
theme(axis.text.x = element_text(size = 12, color = "black")) 
More categorical variables?
Disease group PC PC_95_LOW PC_95_UP country
1 Arrhythmia <65 -2.14 -4.02 -0.27 China
2 Arrhythmia >=65 -0.31 -1.80 1.19 China
3 Arrhythmia Male -1.22 -3.10 0.65 China
4 Arrhythmia Female -0.55 -2.23 1.12 China
5 Cerebrovascular <65 -0.11 -0.62 0.40 China
6 Cerebrovascular >=65 -0.05 -0.51 0.41 China
7 Cerebrovascular Male 0.12 -0.36 0.59 China
8 Cerebrovascular Female -0.30 -0.86 0.25 China
9 CHD <65 1.67 0.68 2.67 China
10 CHD >=65 0.84 0.09 1.58 China
11 CHD Male 1.28 0.42 2.15 China
12 CHD Female 1.01 0.18 1.83 China
13 Heart failure <65 1.23 -2.65 5.11 China
14 Heart failure >=65 -0.67 -2.65 1.32 China
15 Heart failure Male 0.54 -1.95 3.03 China
16 Heart failure Female -1.09 -3.60 1.42 China
17 Arrhythmia <65 -2.14 -4.02 -0.27 USA
18 Arrhythmia >=65 -0.31 -1.80 1.19 USA
19 Arrhythmia Male -1.22 -3.10 0.65 USA
20 Arrhythmia Female -0.55 -2.23 1.12 USA
21 Cerebrovascular <65 -0.11 -0.62 0.40 USA
22 Cerebrovascular >=65 -0.05 -0.51 0.41 USA
23 Cerebrovascular Male 0.12 -0.36 0.59 USA
24 Cerebrovascular Female -0.30 -0.86 0.25 USA
25 CHD <65 1.67 0.68 2.67 USA
26 CHD >=65 0.84 0.09 1.58 USA
27 CHD Male 1.28 0.42 2.15 USA
28 CHD Female 1.01 0.18 1.83 USA
29 Heart failure <65 1.23 -2.65 5.11 USA
30 Heart failure >=65 -0.67 -2.65 1.32 USA
31 Heart failure Male 0.54 -1.95 3.03 USA
32 Heart failure Female -1.09 -3.60 1.42 USAFacet in ggplot2
Code
ggplot(dat2, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6) +
scale_y_continuous("Percentage Change (%) and 95% CI", labels = scales::number_format(accuracy = 0.01))+
scale_shape_manual(values = c(16, 23, 24, 15), guide = guide_legend(title = NULL)) +
scale_fill_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
scale_colour_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
theme_bw() +
theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) +
theme(legend.position = "top") +
theme(legend.key = element_blank()) +
theme(legend.background = element_rect(fill = "white", colour = "black")) +
theme(legend.text = element_text(size = 10, color = "black")) +
theme(legend.key.height = unit(0.3, "cm")) +
theme(axis.text.y = element_text(size = 12, angle = 0, color = "black")) +
theme(axis.text.x = element_text(size = 12, color = "black")) +
xlab("") +
facet_wrap(vars(country))
A more simple ggplot2 method: ggfp packages
The goal of ggfp is to simplify the process of drawing forest plots using ggplot2. We have packaged the main code for drawing forest plots to form the gg_fp() function. gg_fp() has the advantage that only a few parameters need to be provided to draw a nice forest plot. Of course, it also has the obvious disadvantage that some of the more fine-grained graph adjustment parameters are not available in gg_fp().
You can install the development version of ggfp like so:
Creat forestplot using ggfp package
Code
ggplot(dat2, aes(x = Disease, y = PC, shape = group, fill = group, colour = group, group = group)) +
geom_hline(yintercept = 0, linetype = "dashed", colour = "black", size = 0.5) +
geom_point(position = position_dodge(.7), size = 2) +
geom_errorbar(aes(ymin = PC_95_LOW, ymax = PC_95_UP), position = position_dodge(.7), width = 0.3, size = 0.6) +
scale_y_continuous("Percentage Change (%) and 95% CI", labels = scales::number_format(accuracy = 0.01))+
scale_shape_manual(values = c(16, 23, 24, 15), guide = guide_legend(title = NULL)) +
scale_fill_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
scale_colour_manual(values = c("#ea4a50", "#325788", "dodgerblue", "coral1"), guide = guide_legend(title = NULL)) +
theme_bw() +
theme(panel.grid.major = element_blank(), panel.grid.minor = element_blank()) +
theme(legend.position = "top") +
theme(legend.key = element_blank()) +
theme(legend.background = element_rect(fill = "white", colour = "black")) +
theme(legend.text = element_text(size = 10, color = "black")) +
theme(legend.key.height = unit(0.3, "cm")) +
theme(axis.text.y = element_text(size = 12, angle = 0, color = "black")) +
theme(axis.text.x = element_text(size = 12, color = "black")) +
xlab("") +
facet_wrap(vars(country))
Parameters in gg_fp()
Papers published using ggfp package
Papers published using ggfp package
Resources
A combined plot
A combined plot in our published paper
Area Plot (Part A)
An area chart is a graph that combines a line chart and a bar chart to show changes in quantities over time. However, the area below the line is colored in or shaded. Then, other values are plotted below the lines and shaded in a different color, resulting in a chart with layers.
Step 0: Data Preparation
defi_year Incidence disease_type_en
1 2014 16.8350790 Respiratory
2 2014 0.3663334 Gastrointestinal
3 2014 12.8361995 Vector-borne
4 2014 18.1121011 Blood-and sex-transmitted
5 2014 0.5540204 Mucocutaneous
6 2015 39.6267334 Respiratory
7 2015 0.6718220 Gastrointestinal
8 2015 24.6666413 Vector-borne
9 2015 26.6101364 Blood-and sex-transmitted
10 2015 1.3123440 Mucocutaneous
11 2016 61.9414962 Respiratory
12 2016 2.2838966 Gastrointestinal
13 2016 17.5981746 Vector-borne
14 2016 41.8310089 Blood-and sex-transmitted
15 2016 2.4765109 Mucocutaneous
16 2017 80.7851946 Respiratory
17 2017 2.4252290 Gastrointestinal
18 2017 42.8027109 Vector-borne
19 2017 55.7880547 Blood-and sex-transmitted
20 2017 4.1451000 Mucocutaneous
21 2018 58.5093094 Respiratory
22 2018 4.0480658 Gastrointestinal
23 2018 13.0692146 Vector-borne
24 2018 70.0679760 Blood-and sex-transmitted
25 2018 2.3048361 MucocutaneousStep 1: Mapping data
Step 2: Add geom_area
Step 3: Set color
Step 4: Set theme
(p_A = ggplot(dat1, aes(x = defi_year, y = Incidence, fill = disease_type_en)) +
geom_area() +
scale_fill_manual(values =c('#D30f8C', '#6B58A6','#FCAF17', '#0871B9', '#00B3B1')) +
scale_x_continuous(expand = c(0, 0)) +
scale_y_continuous(expand = c(0, 0)) +
labs(x = 'Year', fill = 'Disease Type', tag = '(A)')+
theme_classic() +
theme(legend.position = 'top')+
guides(fill=guide_legend(ncol=3))+
theme(axis.text.x = element_text(size = 12, hjust = 0.7),axis.text.y = element_text(size = 12)))
Heatmap (Part B)
A heatmap (or heat map) is a data visualization technique that shows magnitude of a phenomenon as color in two dimensions. The variation in color may be by hue or intensity, giving obvious visual cues to the reader about how the phenomenon is clustered or varies over space.
Step 0: Data Preparation
label year_month Incidence2
1 HII (116) 2017_1 1.586693e-01
2 EM (31) 2017_1 9.377870e-02
3 TB (184) 2017_1 2.533731e-02
4 SI (3) 2017_1 1.038137e-01
5 IAP (1) 2017_1 1.353815e-01
6 AdI (60) 2017_1 5.264642e-02
7 PVI (31) 2017_1 1.950715e-02
8 CP (104) 2017_1 9.951257e-02
9 PnI (15) 2017_1 9.781335e-02
10 Mea (20) 2017_1 9.215811e-02
11 BVI (2) 2017_1 7.886403e-02
12 MPI (3) 2017_1 6.539177e-02
13 LD (7) 2017_1 3.808829e-03
14 Per (1) 2017_1 2.059627e-02
15 MERS (1) 2017_1 2.804710e-02
16 CPI (1) 2017_1 5.947070e-02
17 HA (47) 2017_1 1.079173e-02
18 Cho (2) 2017_1 1.165396e-01
19 TF (6) 2017_1 2.268956e-01
20 BD (11) 2017_1 1.307962e-01
21 HE (5) 2017_1 1.023109e-01
22 PF (4) 2017_1 3.028848e-02
23 PWM (1) 2017_1 3.666554e-02
24 AD (2) 2017_1 8.799651e-02
25 RoI (9) 2017_1 1.663093e-03
26 ECI (20) 2017_1 3.533185e-02
27 VPI (2) 2017_1 7.145324e-03
28 CF (13) 2017_1 5.712954e-03
29 Clo (1) 2017_1 1.468602e-01
30 Bru (1) 2017_1 1.257710e-02
31 Zika (9) 2017_1 1.616471e-01
32 EB (7) 2017_1 1.448753e-01
33 TD (8) 2017_1 6.846137e-02
34 Rab (2) 2017_1 2.238542e-02
35 EIE (1) 2017_1 3.159416e-02
36 FE (1) 2017_1 4.796395e-02
37 NGI (24) 2017_1 4.023235e-02
38 CIHT (2) 2017_1 2.332074e-02
39 Tri (1) 2017_1 9.185754e-02
40 EI (36) 2017_1 9.717912e-02
41 AHC (94) 2017_1 4.035286e-02
42 Wart (38) 2017_1 5.482098e-02
43 EBVI (79) 2017_1 1.530042e-02
44 NT (1) 2017_1 1.022267e-01
45 Tra (3) 2017_1 2.150085e-01
46 CI (76) 2015_1 3.910312e-02
47 RhI (228) 2015_1 2.209169e-01
48 HMVI (45) 2015_1 1.105739e-01
49 HII (116) 2015_1 6.092008e-02
50 EM (31) 2015_1 5.880086e-02
51 SI (3) 2015_1 1.125571e-01
52 IAP (1) 2015_1 1.847730e-02
53 AdI (60) 2015_1 1.120718e-01
54 PVI (31) 2015_1 2.813035e-02
55 CP (104) 2015_1 3.889136e-03
56 RSVI (69) 2015_1 1.057642e-02
57 PnI (15) 2015_1 4.852804e-02
58 Mea (20) 2015_1 2.706600e-02
59 BVI (2) 2015_1 7.443765e-02
60 MPI (3) 2015_1 1.204866e-02
61 LD (7) 2015_1 4.317820e-02
62 Per (1) 2015_1 1.196839e-01
63 MERS (1) 2015_1 5.351815e-02
64 CPI (1) 2015_1 2.259316e-02
65 HA (47) 2015_1 1.248808e-01
66 Cho (2) 2015_1 1.093504e-01
67 TF (6) 2015_1 6.483970e-02
68 BD (11) 2015_1 3.387317e-02
69 HE (5) 2015_1 5.279061e-02
70 PF (4) 2015_1 1.460652e-01
71 PWM (1) 2015_1 5.002596e-02
72 AD (2) 2015_1 2.287333e-01
73 NI (173) 2015_1 1.632611e-01
74 RoI (9) 2015_1 1.357004e-02
75 ECI (20) 2015_1 9.264209e-02
76 VPI (2) 2015_1 6.104066e-02
77 CF (13) 2015_1 3.568837e-02
78 Clo (1) 2015_1 1.466919e-02
79 Bru (1) 2015_1 2.475426e-02
80 Zika (9) 2015_1 8.516186e-02
81 EB (7) 2015_1 5.497228e-03
82 TD (8) 2015_1 6.849045e-02
83 Rab (2) 2015_1 1.567942e-01
84 EIE (1) 2015_1 2.802265e-02
85 FE (1) 2015_1 1.018997e-01
86 NGI (24) 2015_1 4.753470e-02
87 Tri (1) 2015_1 7.079643e-02
88 Her (63) 2015_1 1.517883e-01
89 EI (36) 2015_1 4.443803e-03
90 AHC (94) 2015_1 6.194072e-02
91 Wart (38) 2015_1 4.011534e-02
92 EBVI (79) 2015_1 2.056762e-02
93 NT (1) 2015_1 5.407060e-02
94 Tra (3) 2015_1 7.497043e-02
95 CI (76) 2016_1 9.241288e-02
96 RhI (228) 2016_1 2.176466e-02
97 HMVI (45) 2016_1 8.474746e-02
98 HII (116) 2016_1 3.905574e-02
99 EM (31) 2016_1 1.560922e-02
100 SI (3) 2016_1 1.943862e-01
101 IAP (1) 2016_1 5.519499e-02
102 AdI (60) 2016_1 3.353866e-02
103 PVI (31) 2016_1 1.779608e-02
104 CP (104) 2016_1 8.618566e-02
105 RSVI (69) 2016_1 2.869191e-03
106 PnI (15) 2016_1 1.544551e-01
107 Mea (20) 2016_1 5.515041e-02
108 BVI (2) 2016_1 1.412329e-02
109 MPI (3) 2016_1 3.224968e-02
110 LD (7) 2016_1 1.953247e-01
111 Per (1) 2016_1 1.231337e-01
112 MERS (1) 2016_1 1.360640e-01
113 CPI (1) 2016_1 8.399475e-02
114 HA (47) 2016_1 2.009104e-01
115 Cho (2) 2016_1 1.343893e-01
116 TF (6) 2016_1 8.017843e-02
117 BD (11) 2016_1 1.621975e-02
118 HE (5) 2016_1 1.472144e-01
119 PF (4) 2016_1 1.414668e-01
120 PWM (1) 2016_1 1.501536e-01
121 AD (2) 2016_1 4.309065e-02
122 NI (173) 2016_1 1.361756e-01
123 RoI (9) 2016_1 7.879168e-02
124 ECI (20) 2016_1 2.200109e-01
125 VPI (2) 2016_1 1.187030e-01
126 DF (2250) 2016_1 8.877388e-02
127 CF (13) 2016_1 8.690422e-02
128 Clo (1) 2016_1 4.322026e-02
129 Bru (1) 2016_1 9.083766e-02
130 Zika (9) 2016_1 1.945261e-03
131 EB (7) 2016_1 1.803953e-02
132 Rab (2) 2016_1 6.629895e-02
133 EIE (1) 2016_1 2.724388e-02
134 FE (1) 2016_1 1.076973e-01
135 HC (629) 2016_1 2.745809e-02
136 NGI (24) 2016_1 1.152711e-01
137 CIHT (2) 2016_1 9.491770e-02
138 Tri (1) 2016_1 1.160155e-01
139 Her (63) 2016_1 3.341040e-01
140 EI (36) 2016_1 3.168576e-02
141 AHC (94) 2016_1 3.982276e-02
142 Wart (38) 2016_1 7.365697e-02
143 EBVI (79) 2016_1 3.837806e-02
144 NT (1) 2016_1 6.168620e-02
145 Tra (3) 2016_1 4.689645e-02
146 CI (76) 2018_1 1.153805e-02
147 EM (31) 2018_1 1.652930e-02
148 SI (3) 2018_1 6.593275e-03
149 IAP (1) 2018_1 2.228452e-01
150 PVI (31) 2018_1 6.413361e-02
151 PnI (15) 2018_1 9.959963e-02
152 Mea (20) 2018_1 1.377884e-02
153 BVI (2) 2018_1 4.104807e-02
154 MPI (3) 2018_1 5.365235e-02
155 LD (7) 2018_1 3.583653e-02
156 Per (1) 2018_1 9.633261e-02
157 MERS (1) 2018_1 1.363185e-01
158 CPI (1) 2018_1 2.496504e-02
159 HA (47) 2018_1 7.655129e-02
160 Cho (2) 2018_1 1.362796e-02
161 TF (6) 2018_1 9.717589e-03
162 BD (11) 2018_1 1.209920e-01
163 HE (5) 2018_1 1.847373e-02
164 PF (4) 2018_1 8.540538e-02
165 PWM (1) 2018_1 3.992920e-02
166 AD (2) 2018_1 3.144453e-02
167 RoI (9) 2018_1 2.246859e-02
168 ECI (20) 2018_1 1.945835e-02
169 VPI (2) 2018_1 7.953634e-02
170 CF (13) 2018_1 1.210802e-01
171 Clo (1) 2018_1 2.097213e-01
172 Bru (1) 2018_1 7.007088e-02
173 Zika (9) 2018_1 1.151271e-01
174 EB (7) 2018_1 5.111659e-02
175 TD (8) 2018_1 1.085480e-01
176 Rab (2) 2018_1 2.298810e-01
177 EIE (1) 2018_1 1.412413e-01
178 FE (1) 2018_1 1.651451e-02
179 NGI (24) 2018_1 6.431941e-02
180 CIHT (2) 2018_1 3.143399e-02
181 Tri (1) 2018_1 3.762469e-02
182 EI (36) 2018_1 6.886028e-02
183 AHC (94) 2018_1 4.946173e-02
184 NT (1) 2018_1 1.750907e-01
185 Tra (3) 2018_1 4.597187e-03
186 CI (76) 2014_1 2.192452e-02
187 RhI (228) 2014_1 3.436874e-02
188 HMVI (45) 2014_1 1.332476e-01
189 HII (116) 2014_1 4.160638e-02
190 EM (31) 2014_1 8.925072e-02
191 TB (184) 2014_1 1.775697e-01
192 SI (3) 2014_1 3.411632e-02
193 IAP (1) 2014_1 6.230660e-02
194 AdI (60) 2014_1 1.136273e-01
195 PVI (31) 2014_1 1.184716e-01
196 CP (104) 2014_1 4.739735e-02
197 RSVI (69) 2014_1 7.179858e-02
198 PnI (15) 2014_1 1.209848e-01
199 Mea (20) 2014_1 8.075884e-02
200 BVI (2) 2014_1 2.636573e-02
201 MPI (3) 2014_1 1.597499e-02
202 LD (7) 2014_1 6.045965e-02
203 Per (1) 2014_1 6.172182e-02
204 MERS (1) 2014_1 9.846505e-02
205 CPI (1) 2014_1 9.155926e-02
206 HA (47) 2014_1 2.055294e-01
207 Cho (2) 2014_1 9.680406e-04
208 TF (6) 2014_1 3.145388e-02
209 BD (11) 2014_1 6.385277e-02
210 HE (5) 2014_1 4.743887e-02
211 PF (4) 2014_1 1.217016e-01
212 PWM (1) 2014_1 8.292539e-03
213 AD (2) 2014_1 5.189824e-02
214 NI (173) 2014_1 4.243043e-02
215 RoI (9) 2014_1 6.815365e-02
216 ECI (20) 2014_1 6.886220e-02
217 VPI (2) 2014_1 4.021987e-02
218 CF (13) 2014_1 1.596061e-01
219 Clo (1) 2014_1 1.037304e-01
220 Bru (1) 2014_1 7.905159e-03
221 Zika (9) 2014_1 2.002362e-01
222 EB (7) 2014_1 9.748853e-05
223 TD (8) 2014_1 1.259841e-01
224 Rab (2) 2014_1 5.647694e-02
225 EIE (1) 2014_1 5.854600e-02
226 FE (1) 2014_1 2.756029e-02
227 NGI (24) 2014_1 4.618764e-02
228 CIHT (2) 2014_1 2.439172e-02
229 Tri (1) 2014_1 1.904966e-02
230 Her (63) 2014_1 1.698509e-01
231 EI (36) 2014_1 1.143489e-03
232 AHC (94) 2014_1 1.180799e-01
233 Wart (38) 2014_1 7.307541e-02
234 EBVI (79) 2014_1 1.363990e-03
235 NT (1) 2014_1 1.432902e-01
236 Tra (3) 2014_1 4.211173e-02
237 CI (76) 2017_2 3.898705e-02
238 EM (31) 2017_2 1.471544e-02
239 SI (3) 2017_2 1.400199e-01
240 IAP (1) 2017_2 2.393079e-01
241 AdI (60) 2017_2 1.647581e-01
242 PVI (31) 2017_2 3.315096e-03
243 Mea (20) 2017_2 1.656527e-01
244 BVI (2) 2017_2 2.887799e-02
245 MPI (3) 2017_2 1.892072e-02
246 LD (7) 2017_2 9.450130e-02
247 Per (1) 2017_2 1.062528e-01
248 MERS (1) 2017_2 7.843094e-02
249 CPI (1) 2017_2 1.295274e-01
250 HA (47) 2017_2 9.496430e-02
251 BD (11) 2017_2 3.465572e-02
252 HE (5) 2017_2 2.748027e-02
253 PWM (1) 2017_2 1.745512e-02
254 AD (2) 2017_2 5.281668e-02
255 ECI (20) 2017_2 1.246750e-02
256 VPI (2) 2017_2 1.567475e-01
257 CF (13) 2017_2 8.364960e-02
258 Clo (1) 2017_2 4.860266e-02
259 Bru (1) 2017_2 1.656516e-02
260 Zika (9) 2017_2 2.181445e-02
261 EB (7) 2017_2 2.340386e-02
262 TD (8) 2017_2 3.210195e-02
263 Rab (2) 2017_2 1.740846e-01
264 EIE (1) 2017_2 1.190504e-02
265 FE (1) 2017_2 2.680654e-02
266 NGI (24) 2017_2 1.268384e-01
267 CIHT (2) 2017_2 1.154181e-01
268 Tri (1) 2017_2 1.245263e-01
269 EI (36) 2017_2 4.774680e-02
270 AHC (94) 2017_2 2.102483e-01
271 NT (1) 2017_2 1.667009e-02
272 Tra (3) 2017_2 1.966852e-01
273 CI (76) 2015_2 1.250903e-01
274 RhI (228) 2015_2 1.209836e-02
275 HMVI (45) 2015_2 1.349915e-01
276 HII (116) 2015_2 6.152422e-02
277 EM (31) 2015_2 6.526890e-02
278 SI (3) 2015_2 8.385387e-02
279 IAP (1) 2015_2 9.525133e-02
280 AdI (60) 2015_2 3.371595e-02
281 PVI (31) 2015_2 4.311792e-02
282 RSVI (69) 2015_2 1.914210e-01
283 PnI (15) 2015_2 3.119804e-02
284 Mea (20) 2015_2 1.336675e-01
285 BVI (2) 2015_2 2.137574e-01
286 MPI (3) 2015_2 1.401176e-01
287 LD (7) 2015_2 8.567748e-02
288 Per (1) 2015_2 1.626730e-01
289 MERS (1) 2015_2 5.015067e-02
290 CPI (1) 2015_2 2.520465e-02
291 HA (47) 2015_2 8.035239e-02
292 Cho (2) 2015_2 5.671334e-04
293 TF (6) 2015_2 1.158649e-01
294 BD (11) 2015_2 1.784436e-01
295 HE (5) 2015_2 1.011391e-01
296 PF (4) 2015_2 3.374303e-02
297 PWM (1) 2015_2 1.318109e-01
298 AD (2) 2015_2 1.238774e-01
299 NI (173) 2015_2 7.608203e-02
300 RoI (9) 2015_2 4.229124e-02
301 ECI (20) 2015_2 7.837455e-02
302 VPI (2) 2015_2 3.917805e-03
303 CF (13) 2015_2 7.329607e-02
304 Clo (1) 2015_2 1.435518e-01
305 Bru (1) 2015_2 1.072901e-02
306 Zika (9) 2015_2 1.117559e-01
307 EB (7) 2015_2 1.088434e-01
308 TD (8) 2015_2 6.216044e-02
309 Rab (2) 2015_2 1.619218e-01
310 EIE (1) 2015_2 4.773880e-02
311 FE (1) 2015_2 1.952223e-01
312 NGI (24) 2015_2 1.264037e-01
313 CIHT (2) 2015_2 1.007810e-02
314 Tri (1) 2015_2 9.657794e-02
315 Her (63) 2015_2 1.883256e-04
316 EI (36) 2015_2 7.241875e-02
317 AHC (94) 2015_2 1.059005e-01
318 Wart (38) 2015_2 1.771055e-01
319 EBVI (79) 2015_2 1.560167e-02
320 NT (1) 2015_2 4.801809e-03
321 Tra (3) 2015_2 1.653237e-01
322 CI (76) 2016_2 1.993276e-02
323 RhI (228) 2016_2 4.718501e-02
324 HMVI (45) 2016_2 8.740096e-02
325 HII (116) 2016_2 7.990623e-03
326 EM (31) 2016_2 1.114943e-01
327 TB (184) 2016_2 1.892748e-01
328 SI (3) 2016_2 3.272793e-02
329 IAP (1) 2016_2 2.166373e-02
330 AdI (60) 2016_2 7.932076e-02
331 PVI (31) 2016_2 4.339029e-02
332 CP (104) 2016_2 5.114299e-02
333 RSVI (69) 2016_2 6.696384e-03
334 PnI (15) 2016_2 2.365898e-01
335 BVI (2) 2016_2 2.671458e-01
336 MPI (3) 2016_2 1.052993e-02
337 LD (7) 2016_2 7.511933e-02
338 Per (1) 2016_2 3.737665e-02
339 MERS (1) 2016_2 1.124673e-01
340 CPI (1) 2016_2 9.176594e-02
341 HA (47) 2016_2 1.097932e-02
342 Cho (2) 2016_2 4.781678e-02
343 BD (11) 2016_2 8.454088e-02
344 HE (5) 2016_2 9.569230e-02
345 PF (4) 2016_2 3.610383e-02
346 PWM (1) 2016_2 2.516773e-01
347 AD (2) 2016_2 1.551049e-01
348 RoI (9) 2016_2 3.639872e-02
349 ECI (20) 2016_2 9.253799e-02
350 VPI (2) 2016_2 6.101325e-02
351 CF (13) 2016_2 4.894810e-02
352 Clo (1) 2016_2 8.967807e-02
353 Bru (1) 2016_2 2.444757e-02
354 EB (7) 2016_2 8.569259e-03
355 TD (8) 2016_2 1.690281e-01
356 Rab (2) 2016_2 1.345511e-02
357 EIE (1) 2016_2 2.902303e-02
358 FE (1) 2016_2 2.747264e-02
359 NGI (24) 2016_2 9.550170e-02
360 CIHT (2) 2016_2 5.761333e-02
361 Tri (1) 2016_2 1.478570e-01
362 Her (63) 2016_2 5.562364e-02
363 EI (36) 2016_2 1.035588e-01
364 AHC (94) 2016_2 3.356455e-02
365 Wart (38) 2016_2 4.461036e-02
366 EBVI (79) 2016_2 5.470456e-02
367 NT (1) 2016_2 2.057646e-01
368 Tra (3) 2016_2 9.842508e-02
369 CI (76) 2018_2 7.294776e-02
370 EM (31) 2018_2 4.735603e-02
371 SI (3) 2018_2 1.603901e-01
372 IAP (1) 2018_2 6.741449e-02
373 AdI (60) 2018_2 9.457315e-02
374 PVI (31) 2018_2 1.160683e-01
375 PnI (15) 2018_2 2.545424e-02
376 Mea (20) 2018_2 2.644398e-03
377 BVI (2) 2018_2 1.068651e-01
378 MPI (3) 2018_2 5.347483e-02
379 LD (7) 2018_2 7.115845e-03
380 Per (1) 2018_2 7.706960e-02
381 MERS (1) 2018_2 1.550547e-01
382 CPI (1) 2018_2 2.497542e-02
383 HA (47) 2018_2 8.564064e-02
384 Cho (2) 2018_2 4.388092e-02
385 TF (6) 2018_2 3.272919e-02
386 BD (11) 2018_2 5.922286e-02
387 HE (5) 2018_2 3.678350e-02
388 PF (4) 2018_2 7.532577e-02
389 PWM (1) 2018_2 2.270866e-03
390 AD (2) 2018_2 3.136765e-02
391 RoI (9) 2018_2 2.543149e-01
392 ECI (20) 2018_2 7.058982e-04
393 VPI (2) 2018_2 5.302847e-02
394 CF (13) 2018_2 6.353988e-02
395 Clo (1) 2018_2 4.552784e-02
396 Bru (1) 2018_2 1.879503e-01
397 Zika (9) 2018_2 3.864244e-02
398 EB (7) 2018_2 2.263159e-02
399 TD (8) 2018_2 1.372267e-01
400 Rab (2) 2018_2 6.184662e-02
401 EIE (1) 2018_2 3.503386e-02
402 FE (1) 2018_2 2.497452e-01
403 NGI (24) 2018_2 1.111292e-02
404 CIHT (2) 2018_2 1.733568e-01
405 Tri (1) 2018_2 1.338507e-01
406 EI (36) 2018_2 9.051680e-03
407 Wart (38) 2018_2 4.784239e-02
408 NT (1) 2018_2 4.000385e-02
409 Tra (3) 2018_2 9.056363e-02
410 CI (76) 2014_2 1.192593e-02
411 RhI (228) 2014_2 9.774207e-02
412 HMVI (45) 2014_2 8.127033e-02
413 HII (116) 2014_2 1.184775e-01
414 EM (31) 2014_2 2.124988e-01
415 SI (3) 2014_2 1.335693e-01
416 IAP (1) 2014_2 1.141044e-01
417 AdI (60) 2014_2 5.547693e-02
418 PVI (31) 2014_2 7.599026e-02
419 CP (104) 2014_2 9.988983e-03
420 RSVI (69) 2014_2 5.451140e-02
421 PnI (15) 2014_2 2.653210e-02
422 BVI (2) 2014_2 5.388187e-02
423 MPI (3) 2014_2 9.833028e-02
424 LD (7) 2014_2 1.952337e-01
425 Per (1) 2014_2 1.536379e-01
426 MERS (1) 2014_2 1.530402e-01
427 CPI (1) 2014_2 1.146629e-01
428 HA (47) 2014_2 5.352889e-02
429 Cho (2) 2014_2 8.151784e-02
430 TF (6) 2014_2 1.017175e-01
431 BD (11) 2014_2 2.560923e-01
432 HE (5) 2014_2 1.210277e-01
433 PF (4) 2014_2 3.849876e-02
434 PWM (1) 2014_2 3.306168e-02
435 AD (2) 2014_2 1.951578e-02
436 NI (173) 2014_2 9.719650e-02
437 RoI (9) 2014_2 2.484724e-02
438 ECI (20) 2014_2 6.185038e-02
439 VPI (2) 2014_2 2.906850e-02
440 DF (2250) 2014_2 9.927872e-02
441 CF (13) 2014_2 1.310011e-01
442 Clo (1) 2014_2 8.409000e-02
443 Bru (1) 2014_2 1.824262e-01
444 Zika (9) 2014_2 1.651539e-02
445 EB (7) 2014_2 1.225003e-01
446 TD (8) 2014_2 2.075419e-01
447 Rab (2) 2014_2 1.814821e-02
448 EIE (1) 2014_2 1.222951e-01
449 FE (1) 2014_2 1.393516e-02
450 Syp (826) 2014_2 1.140412e-02
451 HC (629) 2014_2 2.516805e-02
452 NGI (24) 2014_2 1.812305e-01
453 CIHT (2) 2014_2 2.261439e-02
454 Tri (1) 2014_2 4.730047e-02
455 Her (63) 2014_2 1.276841e-02
456 EI (36) 2014_2 1.204507e-02
457 AHC (94) 2014_2 4.140577e-02
458 Wart (38) 2014_2 1.428215e-01
459 EBVI (79) 2014_2 2.213184e-02
460 NT (1) 2014_2 8.128423e-02
461 Tra (3) 2014_2 8.788600e-02
462 EM (31) 2017_3 1.014773e-01
463 SI (3) 2017_3 4.743946e-02
464 IAP (1) 2017_3 1.726881e-01
465 PVI (31) 2017_3 2.809567e-02
466 Mea (20) 2017_3 5.784168e-04
467 BVI (2) 2017_3 1.504050e-01
468 MPI (3) 2017_3 1.394084e-01
469 LD (7) 2017_3 9.899919e-02
470 Per (1) 2017_3 7.730710e-02
471 MERS (1) 2017_3 1.258079e-01
472 CPI (1) 2017_3 2.818472e-02
473 HA (47) 2017_3 2.648409e-02
474 Cho (2) 2017_3 4.641147e-02
475 TF (6) 2017_3 6.521577e-02
476 BD (11) 2017_3 5.018928e-02
477 HE (5) 2017_3 8.936986e-02
478 PF (4) 2017_3 1.126785e-01
479 PWM (1) 2017_3 8.510613e-02
480 AD (2) 2017_3 1.409167e-01
481 RoI (9) 2017_3 4.852549e-04
482 VPI (2) 2017_3 7.959478e-02
483 CF (13) 2017_3 1.970751e-01
484 Clo (1) 2017_3 2.501201e-02
485 Bru (1) 2017_3 2.078829e-03
486 Zika (9) 2017_3 2.630732e-04
487 EB (7) 2017_3 3.161525e-02
488 TD (8) 2017_3 9.824652e-02
489 Rab (2) 2017_3 3.055975e-02
490 EIE (1) 2017_3 5.164358e-02
491 FE (1) 2017_3 6.347993e-02
492 CIHT (2) 2017_3 3.180279e-03
493 Tri (1) 2017_3 4.100170e-02
494 Her (63) 2017_3 9.396804e-02
495 EI (36) 2017_3 8.430887e-03
496 AHC (94) 2017_3 1.067267e-01
497 NT (1) 2017_3 8.280091e-04
498 Tra (3) 2017_3 5.984207e-02
499 CI (76) 2015_3 1.759452e-02
500 RhI (228) 2015_3 1.214649e-01
501 HMVI (45) 2015_3 6.500440e-02
502 HII (116) 2015_3 1.336676e-01
503 EM (31) 2015_3 2.390979e-02
504 SI (3) 2015_3 5.102751e-02
505 IAP (1) 2015_3 4.584569e-02
506 AdI (60) 2015_3 7.053707e-02
507 PVI (31) 2015_3 4.063335e-02
508 CP (104) 2015_3 1.320566e-01
509 RSVI (69) 2015_3 2.279930e-02
510 PnI (15) 2015_3 2.045851e-01
511 Mea (20) 2015_3 9.009143e-02
512 BVI (2) 2015_3 1.265253e-01
513 MPI (3) 2015_3 4.588557e-02
514 LD (7) 2015_3 5.085572e-02
515 Per (1) 2015_3 1.022409e-02
516 MERS (1) 2015_3 1.732481e-02
517 CPI (1) 2015_3 3.686998e-02
518 HA (47) 2015_3 8.041673e-02
519 Cho (2) 2015_3 1.097364e-01
520 TF (6) 2015_3 9.663661e-02
521 BD (11) 2015_3 9.641525e-02
522 HE (5) 2015_3 1.098622e-01
523 PF (4) 2015_3 7.394920e-02
524 PWM (1) 2015_3 2.530227e-01
525 AD (2) 2015_3 4.572155e-02
526 NI (173) 2015_3 9.449042e-02
527 RoI (9) 2015_3 6.822018e-02
528 ECI (20) 2015_3 1.210711e-01
529 VPI (2) 2015_3 3.498247e-02
530 CF (13) 2015_3 1.751915e-01
531 Clo (1) 2015_3 1.358971e-01
532 Bru (1) 2015_3 4.870211e-03
533 Zika (9) 2015_3 4.269252e-02
534 EB (7) 2015_3 9.726487e-03
535 TD (8) 2015_3 5.295787e-02
536 Rab (2) 2015_3 7.338436e-02
537 EIE (1) 2015_3 6.787224e-02
538 FE (1) 2015_3 9.875807e-02
539 NGI (24) 2015_3 1.584031e-01
540 CIHT (2) 2015_3 1.086207e-01
541 Tri (1) 2015_3 2.010792e-02
542 Her (63) 2015_3 6.329893e-02
543 EI (36) 2015_3 6.867353e-02
544 AHC (94) 2015_3 2.017467e-02
545 EBVI (79) 2015_3 1.795020e-02
546 NT (1) 2015_3 1.061264e-01
547 Tra (3) 2015_3 1.356466e-01
548 CI (76) 2016_3 6.817397e-02
549 HMVI (45) 2016_3 4.204023e-02
550 EM (31) 2016_3 3.447820e-02
551 SI (3) 2016_3 1.470004e-01
552 IAP (1) 2016_3 7.732539e-02
553 AdI (60) 2016_3 1.721668e-02
554 PVI (31) 2016_3 1.407757e-01
555 RSVI (69) 2016_3 1.261002e-02
556 PnI (15) 2016_3 2.164159e-02
557 Mea (20) 2016_3 2.346514e-04
558 BVI (2) 2016_3 1.081559e-01
559 MPI (3) 2016_3 5.986580e-02
560 LD (7) 2016_3 9.389564e-02
561 Per (1) 2016_3 1.262220e-02
562 MERS (1) 2016_3 4.814258e-02
563 CPI (1) 2016_3 6.835158e-02
564 HA (47) 2016_3 6.829914e-02
565 Cho (2) 2016_3 1.216510e-01
566 TF (6) 2016_3 2.709775e-01
567 BD (11) 2016_3 5.649680e-02
568 HE (5) 2016_3 9.405398e-02
569 PF (4) 2016_3 1.858454e-02
570 PWM (1) 2016_3 6.041263e-02
571 AD (2) 2016_3 1.055917e-01
572 NI (173) 2016_3 2.714861e-03
573 RoI (9) 2016_3 1.841518e-01
574 ECI (20) 2016_3 1.281181e-01
575 VPI (2) 2016_3 1.959911e-01
576 CF (13) 2016_3 1.174012e-01
577 Clo (1) 2016_3 7.265303e-03
578 Bru (1) 2016_3 6.666966e-03
579 EB (7) 2016_3 1.416068e-01
580 TD (8) 2016_3 8.903853e-02
581 Rab (2) 2016_3 1.107342e-02
582 EIE (1) 2016_3 5.567429e-02
583 FE (1) 2016_3 1.312026e-01
584 CIHT (2) 2016_3 1.997625e-02
585 Tri (1) 2016_3 7.490611e-02
586 Her (63) 2016_3 2.970305e-02
587 EI (36) 2016_3 1.117600e-01
588 AHC (94) 2016_3 1.787589e-01
589 Wart (38) 2016_3 8.399747e-03
590 EBVI (79) 2016_3 1.174945e-01
591 NT (1) 2016_3 2.501700e-01
592 Tra (3) 2016_3 3.531978e-02
593 HMVI (45) 2018_3 5.754823e-02
594 EM (31) 2018_3 1.122926e-01
595 SI (3) 2018_3 1.646609e-01
596 IAP (1) 2018_3 1.315282e-01
597 AdI (60) 2018_3 4.183903e-02
598 PVI (31) 2018_3 9.464363e-02
599 RSVI (69) 2018_3 2.781902e-02
600 PnI (15) 2018_3 7.752555e-02
601 Mea (20) 2018_3 1.041166e-01
602 BVI (2) 2018_3 2.705881e-02
603 MPI (3) 2018_3 9.634979e-02
604 LD (7) 2018_3 1.288049e-01
605 Per (1) 2018_3 2.186717e-01
606 MERS (1) 2018_3 5.785031e-02
607 CPI (1) 2018_3 1.755572e-01
608 Cho (2) 2018_3 6.332594e-02
609 TF (6) 2018_3 4.102303e-02
610 BD (11) 2018_3 1.253834e-01
611 HE (5) 2018_3 1.842956e-01
612 PF (4) 2018_3 1.630252e-03
613 PWM (1) 2018_3 1.239396e-01
614 AD (2) 2018_3 7.361240e-02
615 RoI (9) 2018_3 3.929374e-02
616 VPI (2) 2018_3 7.341882e-02
617 CF (13) 2018_3 3.710668e-02
618 Clo (1) 2018_3 2.573533e-02
619 Bru (1) 2018_3 7.297117e-02
620 Zika (9) 2018_3 2.957980e-02
621 EB (7) 2018_3 9.993541e-02
622 TD (8) 2018_3 7.308115e-02
623 Rab (2) 2018_3 2.305447e-02
624 EIE (1) 2018_3 8.408145e-02
625 FE (1) 2018_3 1.089972e-01
626 NGI (24) 2018_3 1.838505e-01
627 CIHT (2) 2018_3 2.071904e-02
628 Tri (1) 2018_3 7.087790e-02
629 EI (36) 2018_3 1.350824e-01
630 NT (1) 2018_3 5.806256e-02
631 Tra (3) 2018_3 7.281743e-02
632 CI (76) 2014_3 1.120253e-01
633 RhI (228) 2014_3 6.384820e-02
634 HMVI (45) 2014_3 8.690523e-02
635 HII (116) 2014_3 2.207193e-02
636 EM (31) 2014_3 9.636484e-02
637 TB (184) 2014_3 1.480515e-01
638 SI (3) 2014_3 2.066248e-01
639 IAP (1) 2014_3 7.160495e-03
640 PVI (31) 2014_3 2.149051e-01
641 CP (104) 2014_3 1.315260e-02
642 PnI (15) 2014_3 3.055612e-02
643 Mea (20) 2014_3 5.534535e-03
644 BVI (2) 2014_3 6.682886e-02
645 MPI (3) 2014_3 1.110678e-01
646 LD (7) 2014_3 4.179824e-02
647 Per (1) 2014_3 1.940953e-02
648 MERS (1) 2014_3 4.978422e-02
649 CPI (1) 2014_3 4.502237e-02
650 Cho (2) 2014_3 1.912674e-02
651 TF (6) 2014_3 1.861708e-01
652 BD (11) 2014_3 1.019900e-01
653 HE (5) 2014_3 1.227755e-01
654 PF (4) 2014_3 7.536237e-02
655 PWM (1) 2014_3 5.933045e-02
656 AD (2) 2014_3 4.823051e-02
657 NI (173) 2014_3 1.082113e-01
658 RoI (9) 2014_3 6.273835e-02
659 ECI (20) 2014_3 8.968390e-02
660 VPI (2) 2014_3 9.416889e-02
661 CF (13) 2014_3 3.145887e-02
662 Clo (1) 2014_3 1.390291e-02
663 Bru (1) 2014_3 5.836175e-02
664 Zika (9) 2014_3 2.213248e-02
665 EB (7) 2014_3 1.978489e-01
666 TD (8) 2014_3 8.565724e-04
667 Rab (2) 2014_3 1.287187e-01
668 EIE (1) 2014_3 1.291601e-01
669 FE (1) 2014_3 6.889632e-02
670 NGI (24) 2014_3 1.447777e-01
671 CIHT (2) 2014_3 2.558060e-01
672 Tri (1) 2014_3 6.242194e-03
673 Her (63) 2014_3 2.548750e-04
674 EI (36) 2014_3 5.205742e-02
675 AHC (94) 2014_3 1.514039e-01
676 Wart (38) 2014_3 6.282191e-02
677 EBVI (79) 2014_3 1.440442e-01
678 NT (1) 2014_3 5.930946e-02
679 Tra (3) 2014_3 2.188494e-02
680 EM (31) 2017_4 1.264709e-01
681 IAP (1) 2017_4 6.899827e-02
682 PVI (31) 2017_4 3.893440e-02
683 PnI (15) 2017_4 8.042150e-02
684 BVI (2) 2017_4 3.263249e-02
685 MPI (3) 2017_4 8.480812e-02
686 LD (7) 2017_4 1.161095e-01
687 Per (1) 2017_4 1.128483e-02
688 MERS (1) 2017_4 6.363206e-04
689 CPI (1) 2017_4 1.328587e-03
690 HA (47) 2017_4 1.541462e-01
691 Cho (2) 2017_4 1.225072e-01
692 TF (6) 2017_4 9.344016e-02
693 BD (11) 2017_4 1.873408e-02
694 PF (4) 2017_4 4.732414e-02
695 PWM (1) 2017_4 5.032903e-02
696 AD (2) 2017_4 9.416733e-02
697 RoI (9) 2017_4 1.628305e-01
698 VPI (2) 2017_4 7.418300e-02
699 Clo (1) 2017_4 1.429311e-01
700 Zika (9) 2017_4 1.016837e-02
701 EB (7) 2017_4 3.502478e-02
702 TD (8) 2017_4 6.638674e-02
703 Rab (2) 2017_4 2.894262e-02
704 EIE (1) 2017_4 6.328538e-02
705 FE (1) 2017_4 1.086366e-01
706 CIHT (2) 2017_4 1.838634e-01
707 Tri (1) 2017_4 9.811788e-02
708 Wart (38) 2017_4 1.843651e-01
709 NT (1) 2017_4 1.499576e-01
710 Tra (3) 2017_4 4.394405e-03
711 CI (76) 2015_4 6.249143e-02
712 RhI (228) 2015_4 7.220332e-02
713 HMVI (45) 2015_4 3.313927e-04
714 HII (116) 2015_4 2.473680e-03
715 EM (31) 2015_4 1.119157e-01
716 IAP (1) 2015_4 8.116019e-02
717 AdI (60) 2015_4 1.090262e-01
718 PVI (31) 2015_4 2.482927e-01
719 RSVI (69) 2015_4 7.644159e-02
720 PnI (15) 2015_4 3.073812e-02
721 Mea (20) 2015_4 2.110633e-01
722 BVI (2) 2015_4 2.791714e-01
723 MPI (3) 2015_4 3.826768e-02
724 LD (7) 2015_4 2.474735e-01
725 Per (1) 2015_4 4.746436e-02
726 MERS (1) 2015_4 1.638430e-01
727 CPI (1) 2015_4 9.710321e-04
728 Cho (2) 2015_4 6.114708e-02
729 TF (6) 2015_4 3.139580e-02
730 BD (11) 2015_4 8.612070e-03
731 HE (5) 2015_4 2.039382e-03
732 PF (4) 2015_4 1.112834e-01
733 PWM (1) 2015_4 1.014581e-02
734 AD (2) 2015_4 1.937682e-01
735 NI (173) 2015_4 9.588925e-03
736 RoI (9) 2015_4 6.397906e-02
737 ECI (20) 2015_4 7.164557e-02
738 VPI (2) 2015_4 7.165678e-02
739 CF (13) 2015_4 1.592102e-01
740 Clo (1) 2015_4 4.687421e-02
741 Bru (1) 2015_4 1.067859e-01
742 Zika (9) 2015_4 1.376579e-01
743 EB (7) 2015_4 1.249613e-02
744 TD (8) 2015_4 2.218926e-02
745 Rab (2) 2015_4 1.587838e-01
746 EIE (1) 2015_4 1.567928e-01
747 FE (1) 2015_4 3.368300e-02
748 NGI (24) 2015_4 5.574621e-02
749 CIHT (2) 2015_4 1.517774e-01
750 Tri (1) 2015_4 3.796279e-02
751 Her (63) 2015_4 1.977864e-01
752 EI (36) 2015_4 9.593935e-03
753 AHC (94) 2015_4 1.784540e-02
754 Wart (38) 2015_4 5.749117e-02
755 EBVI (79) 2015_4 1.790722e-02
756 NT (1) 2015_4 9.134004e-02
757 Tra (3) 2015_4 1.004435e-01
758 CI (76) 2016_4 1.026917e-02
759 HMVI (45) 2016_4 1.076692e-01
760 HII (116) 2016_4 1.218221e-01
761 SI (3) 2016_4 4.929974e-02
762 IAP (1) 2016_4 8.973805e-02
763 AdI (60) 2016_4 1.858205e-01
764 PVI (31) 2016_4 1.786325e-01
765 RSVI (69) 2016_4 5.537798e-02
766 PnI (15) 2016_4 4.943948e-02
767 Mea (20) 2016_4 8.135660e-02
768 BVI (2) 2016_4 9.867490e-02
769 MPI (3) 2016_4 4.333700e-02
770 LD (7) 2016_4 7.063962e-03
771 Per (1) 2016_4 9.188281e-02
772 MERS (1) 2016_4 4.883652e-02
773 CPI (1) 2016_4 3.459350e-02
774 HA (47) 2016_4 3.311149e-02
775 Cho (2) 2016_4 7.475134e-02
776 TF (6) 2016_4 4.562833e-02
777 PF (4) 2016_4 5.580102e-02
778 PWM (1) 2016_4 9.552022e-02
779 AD (2) 2016_4 1.252936e-01
780 NI (173) 2016_4 3.762746e-02
781 RoI (9) 2016_4 2.441047e-02
782 ECI (20) 2016_4 2.437492e-03
783 VPI (2) 2016_4 2.261416e-01
784 CF (13) 2016_4 3.763155e-02
785 Bru (1) 2016_4 5.829403e-03
786 Zika (9) 2016_4 2.407918e-01
787 EB (7) 2016_4 1.465282e-01
788 TD (8) 2016_4 2.232680e-03
789 Rab (2) 2016_4 3.062940e-02
790 EIE (1) 2016_4 3.768725e-02
791 FE (1) 2016_4 9.215068e-02
792 NGI (24) 2016_4 9.415241e-03
793 CIHT (2) 2016_4 1.314589e-01
794 Tri (1) 2016_4 8.215160e-02
795 EI (36) 2016_4 1.108443e-01
796 AHC (94) 2016_4 1.128986e-01
797 Wart (38) 2016_4 8.422970e-02
798 EBVI (79) 2016_4 1.708006e-03
799 NT (1) 2016_4 8.898179e-02
800 Tra (3) 2016_4 1.677064e-02
801 SI (3) 2018_4 4.918921e-02
802 IAP (1) 2018_4 2.683526e-02
803 AdI (60) 2018_4 1.752617e-01
804 PVI (31) 2018_4 1.069615e-01
805 PnI (15) 2018_4 1.342035e-01
806 Mea (20) 2018_4 1.154322e-01
807 BVI (2) 2018_4 4.973301e-02
808 MPI (3) 2018_4 8.894599e-02
809 LD (7) 2018_4 1.616491e-01
810 Per (1) 2018_4 9.177481e-03
811 MERS (1) 2018_4 3.838789e-02
812 CPI (1) 2018_4 1.651068e-01
813 Cho (2) 2018_4 7.186698e-02
814 TF (6) 2018_4 1.562148e-02
815 BD (11) 2018_4 3.990869e-02
816 HE (5) 2018_4 6.593981e-02
817 PF (4) 2018_4 2.784859e-01
818 PWM (1) 2018_4 3.583901e-02
819 AD (2) 2018_4 1.642436e-02
820 RoI (9) 2018_4 7.497919e-02
821 VPI (2) 2018_4 7.398137e-03
822 CF (13) 2018_4 5.435674e-02
823 Clo (1) 2018_4 1.145306e-01
824 Bru (1) 2018_4 1.715545e-01
825 Zika (9) 2018_4 7.030603e-03
826 EB (7) 2018_4 6.622673e-02
827 TD (8) 2018_4 2.587501e-04
828 Rab (2) 2018_4 1.116455e-01
829 EIE (1) 2018_4 1.056167e-01
830 FE (1) 2018_4 2.420860e-01
831 CIHT (2) 2018_4 5.035312e-02
832 Tri (1) 2018_4 1.358849e-01
833 EI (36) 2018_4 2.509178e-02
834 NT (1) 2018_4 2.467085e-02
835 Tra (3) 2018_4 1.723621e-01
836 Inf (6353) 2014_4 1.011210e-01
837 CI (76) 2014_4 2.424584e-02
838 RhI (228) 2014_4 1.289484e-01
839 HMVI (45) 2014_4 7.660377e-02
840 HII (116) 2014_4 6.328493e-03
841 EM (31) 2014_4 2.653026e-01
842 TB (184) 2014_4 1.760228e-01
843 SI (3) 2014_4 1.231055e-01
844 IAP (1) 2014_4 4.272343e-02
845 AdI (60) 2014_4 1.765991e-01
846 PVI (31) 2014_4 1.039201e-01
847 CP (104) 2014_4 2.436232e-02
848 RSVI (69) 2014_4 9.995509e-02
849 PnI (15) 2014_4 1.003516e-01
850 BVI (2) 2014_4 1.583779e-01
851 MPI (3) 2014_4 2.050721e-01
852 LD (7) 2014_4 8.976007e-02
853 Per (1) 2014_4 1.943266e-01
854 MERS (1) 2014_4 1.346424e-01
855 CPI (1) 2014_4 3.187491e-03
856 HA (47) 2014_4 5.770372e-02
857 Cho (2) 2014_4 8.719942e-02
858 TF (6) 2014_4 8.520217e-03
859 BD (11) 2014_4 1.320964e-01
860 HE (5) 2014_4 6.412841e-02
861 PF (4) 2014_4 5.573573e-02
862 PWM (1) 2014_4 9.381310e-02
863 AD (2) 2014_4 5.045132e-02
864 NI (173) 2014_4 6.646060e-02
865 RoI (9) 2014_4 4.952959e-02
866 ECI (20) 2014_4 8.905076e-02
867 VPI (2) 2014_4 6.620414e-02
868 CF (13) 2014_4 1.016416e-01
869 Clo (1) 2014_4 1.928530e-01
870 Bru (1) 2014_4 5.605913e-02
871 Zika (9) 2014_4 6.010036e-02
872 EB (7) 2014_4 3.410459e-02
873 TD (8) 2014_4 2.524532e-02
874 Rab (2) 2014_4 4.711480e-02
875 EIE (1) 2014_4 3.435327e-02
876 FE (1) 2014_4 9.141142e-02
877 NGI (24) 2014_4 6.913139e-02
878 CIHT (2) 2014_4 3.995937e-02
879 Tri (1) 2014_4 1.739052e-01
880 Her (63) 2014_4 1.184617e-01
881 EI (36) 2014_4 5.245675e-02
882 AHC (94) 2014_4 9.259229e-02
883 Wart (38) 2014_4 5.143165e-03
884 EBVI (79) 2014_4 4.013137e-02
885 NT (1) 2014_4 3.603615e-02
886 Tra (3) 2014_4 2.675450e-01
887 HMVI (45) 2017_5 1.085289e-01
888 EM (31) 2017_5 2.009199e-02
889 SI (3) 2017_5 1.679977e-01
890 IAP (1) 2017_5 6.898359e-02
891 PVI (31) 2017_5 1.196608e-01
892 PnI (15) 2017_5 1.545662e-01
893 Mea (20) 2017_5 1.825145e-01
894 BVI (2) 2017_5 5.127695e-02
895 MPI (3) 2017_5 1.693370e-01
896 LD (7) 2017_5 3.140159e-02
897 Per (1) 2017_5 1.121505e-02
898 MERS (1) 2017_5 6.346278e-03
899 CPI (1) 2017_5 4.650188e-02
900 HA (47) 2017_5 7.651599e-02
901 Cho (2) 2017_5 1.417821e-01
902 TF (6) 2017_5 4.512410e-04
903 BD (11) 2017_5 2.962780e-02
904 PF (4) 2017_5 2.587998e-01
905 PWM (1) 2017_5 5.310989e-02
906 AD (2) 2017_5 2.887531e-02
907 RoI (9) 2017_5 1.242243e-01
908 ECI (20) 2017_5 1.028560e-02
909 VPI (2) 2017_5 1.213262e-02
910 Clo (1) 2017_5 8.895417e-03
911 Bru (1) 2017_5 4.754176e-02
912 Zika (9) 2017_5 5.868157e-02
913 EB (7) 2017_5 6.207736e-02
914 TD (8) 2017_5 1.145045e-02
915 Rab (2) 2017_5 1.468133e-01
916 EIE (1) 2017_5 1.149087e-01
917 FE (1) 2017_5 2.599751e-02
918 CIHT (2) 2017_5 1.585916e-01
919 Tri (1) 2017_5 7.445834e-02
920 EI (36) 2017_5 3.577605e-02
921 NT (1) 2017_5 2.036380e-02
922 Tra (3) 2017_5 5.626073e-02
923 CI (76) 2015_5 2.106681e-01
924 RhI (228) 2015_5 1.722675e-02
925 HMVI (45) 2015_5 1.113944e-01
926 HII (116) 2015_5 4.126176e-03
927 EM (31) 2015_5 9.053776e-02
928 TB (184) 2015_5 2.561557e-02
929 SI (3) 2015_5 3.336336e-02
930 IAP (1) 2015_5 4.555876e-02
931 AdI (60) 2015_5 1.521858e-01
932 PVI (31) 2015_5 3.207113e-02
933 CP (104) 2015_5 4.104501e-02
934 RSVI (69) 2015_5 1.321108e-01
935 PnI (15) 2015_5 1.055366e-01
936 Mea (20) 2015_5 8.841709e-02
937 BVI (2) 2015_5 2.399619e-01
938 MPI (3) 2015_5 2.567030e-02
939 LD (7) 2015_5 1.467335e-02
940 Per (1) 2015_5 1.965858e-02
941 CPI (1) 2015_5 1.697662e-02
942 HA (47) 2015_5 1.748473e-01
943 Cho (2) 2015_5 1.571127e-01
944 TF (6) 2015_5 2.246103e-03
945 BD (11) 2015_5 4.810674e-02
946 HE (5) 2015_5 1.547365e-02
947 PF (4) 2015_5 2.011208e-01
948 PWM (1) 2015_5 1.398698e-01
949 AD (2) 2015_5 1.001483e-01
950 NI (173) 2015_5 1.086058e-01
951 RoI (9) 2015_5 9.984900e-02
952 ECI (20) 2015_5 6.995140e-02
953 VPI (2) 2015_5 1.798738e-02
954 CF (13) 2015_5 2.227464e-02
955 Clo (1) 2015_5 2.464172e-02
956 Bru (1) 2015_5 2.405062e-01
957 Zika (9) 2015_5 1.024604e-01
958 EB (7) 2015_5 2.054696e-02
959 TD (8) 2015_5 4.167594e-02
960 Rab (2) 2015_5 1.612395e-01
961 EIE (1) 2015_5 6.694849e-02
962 FE (1) 2015_5 1.791310e-03
963 NGI (24) 2015_5 8.871336e-02
964 CIHT (2) 2015_5 9.585905e-02
965 Tri (1) 2015_5 1.755176e-01
966 EI (36) 2015_5 7.757624e-02
967 EBVI (79) 2015_5 9.742066e-02
968 NT (1) 2015_5 5.545778e-02
969 Tra (3) 2015_5 1.133071e-02
970 CI (76) 2016_5 4.132288e-02
971 HMVI (45) 2016_5 1.002480e-03
972 HII (116) 2016_5 1.170516e-01
973 SI (3) 2016_5 1.251100e-01
974 IAP (1) 2016_5 4.226167e-02
975 AdI (60) 2016_5 1.491907e-02
976 PVI (31) 2016_5 8.957987e-02
977 CP (104) 2016_5 9.399550e-02
978 RSVI (69) 2016_5 8.201976e-03
979 PnI (15) 2016_5 3.217513e-03
980 Mea (20) 2016_5 2.449343e-01
981 BVI (2) 2016_5 1.140573e-01
982 MPI (3) 2016_5 3.497257e-02
983 LD (7) 2016_5 2.516207e-01
984 Per (1) 2016_5 7.851982e-02
985 MERS (1) 2016_5 3.469593e-02
986 CPI (1) 2016_5 2.897391e-01
987 HA (47) 2016_5 2.932226e-01
988 Cho (2) 2016_5 1.118712e-01
989 TF (6) 2016_5 5.690320e-02
990 BD (11) 2016_5 1.112469e-02
991 HE (5) 2016_5 2.870511e-02
992 PF (4) 2016_5 3.275427e-02
993 AD (2) 2016_5 1.161900e-01
994 NI (173) 2016_5 3.855896e-02
995 RoI (9) 2016_5 1.849247e-01
996 ECI (20) 2016_5 6.409000e-03
997 VPI (2) 2016_5 6.292671e-03
998 CF (13) 2016_5 1.498572e-01
999 Clo (1) 2016_5 9.983962e-02
1000 Bru (1) 2016_5 1.548495e-01
1001 Zika (9) 2016_5 3.285570e-02
1002 EB (7) 2016_5 1.753547e-01
1003 TD (8) 2016_5 1.515276e-01
1004 Rab (2) 2016_5 5.199516e-02
1005 EIE (1) 2016_5 8.212208e-02
1006 FE (1) 2016_5 1.096935e-01
1007 NGI (24) 2016_5 4.001316e-02
1008 Tri (1) 2016_5 8.544489e-02
1009 Her (63) 2016_5 3.580181e-02
1010 EI (36) 2016_5 1.035604e-01
1011 Wart (38) 2016_5 1.036893e-01
1012 EBVI (79) 2016_5 3.669183e-02
1013 NT (1) 2016_5 5.283320e-02
1014 Tra (3) 2016_5 1.549120e-02
1015 CI (76) 2018_5 1.922189e-01
1016 HMVI (45) 2018_5 9.223473e-02
1017 EM (31) 2018_5 7.061303e-02
1018 SI (3) 2018_5 1.106943e-03
1019 IAP (1) 2018_5 1.608322e-02
1020 AdI (60) 2018_5 5.640912e-02
1021 PVI (31) 2018_5 9.204006e-02
1022 PnI (15) 2018_5 1.213451e-01
1023 Mea (20) 2018_5 3.944809e-02
1024 BVI (2) 2018_5 1.851757e-01
1025 MPI (3) 2018_5 1.557648e-02
1026 LD (7) 2018_5 4.314344e-02
1027 Per (1) 2018_5 8.984664e-03
1028 MERS (1) 2018_5 5.704927e-02
1029 CPI (1) 2018_5 8.516795e-02
1030 HA (47) 2018_5 1.257910e-01
1031 Cho (2) 2018_5 6.847053e-02
1032 TF (6) 2018_5 7.064528e-02
1033 BD (11) 2018_5 1.545532e-02
1034 HE (5) 2018_5 8.163316e-02
1035 PWM (1) 2018_5 6.577310e-02
1036 AD (2) 2018_5 1.581934e-01
1037 VPI (2) 2018_5 5.129878e-02
1038 Clo (1) 2018_5 1.216137e-01
1039 Bru (1) 2018_5 1.136548e-01
1040 Zika (9) 2018_5 6.248313e-03
1041 EB (7) 2018_5 8.759267e-02
1042 TD (8) 2018_5 9.891452e-02
1043 Rab (2) 2018_5 5.577870e-02
1044 EIE (1) 2018_5 2.887327e-03
1045 CIHT (2) 2018_5 1.879103e-01
1046 Tri (1) 2018_5 6.351380e-02
1047 EI (36) 2018_5 2.719449e-02
1048 AHC (94) 2018_5 9.255422e-02
1049 Wart (38) 2018_5 4.824017e-02
1050 EBVI (79) 2018_5 4.428884e-02
1051 NT (1) 2018_5 3.509346e-02
1052 Tra (3) 2018_5 6.142301e-02
1053 CI (76) 2014_5 2.343381e-02
1054 RhI (228) 2014_5 5.559909e-04
1055 HMVI (45) 2014_5 6.305097e-02
1056 HII (116) 2014_5 2.005044e-01
1057 EM (31) 2014_5 4.326217e-02
1058 TB (184) 2014_5 3.306336e-02
1059 SI (3) 2014_5 1.591862e-01
1060 IAP (1) 2014_5 7.597919e-02
1061 PVI (31) 2014_5 9.236236e-02
1062 CP (104) 2014_5 7.915216e-02
1063 RSVI (69) 2014_5 1.018341e-01
1064 PnI (15) 2014_5 3.527006e-02
1065 Mea (20) 2014_5 1.648372e-01
1066 BVI (2) 2014_5 1.869904e-01
1067 MPI (3) 2014_5 2.277407e-01
1068 LD (7) 2014_5 6.728115e-02
1069 Per (1) 2014_5 1.117249e-01
1070 MERS (1) 2014_5 5.309679e-02
1071 CPI (1) 2014_5 5.442871e-02
1072 HA (47) 2014_5 5.391304e-02
1073 Cho (2) 2014_5 1.140623e-01
1074 TF (6) 2014_5 5.840994e-02
1075 BD (11) 2014_5 1.448838e-02
1076 HE (5) 2014_5 1.015992e-01
1077 PF (4) 2014_5 9.006224e-02
1078 PWM (1) 2014_5 8.365690e-02
1079 AD (2) 2014_5 1.300787e-01
1080 NI (173) 2014_5 2.602775e-02
1081 RoI (9) 2014_5 1.739624e-02
1082 ECI (20) 2014_5 8.855391e-02
1083 VPI (2) 2014_5 1.839307e-02
1084 CF (13) 2014_5 1.219997e-01
1085 Clo (1) 2014_5 2.612264e-02
1086 Bru (1) 2014_5 5.249284e-02
1087 Zika (9) 2014_5 1.057164e-01
1088 EB (7) 2014_5 2.524489e-01
1089 TD (8) 2014_5 8.159792e-02
1090 Rab (2) 2014_5 1.157664e-01
1091 EIE (1) 2014_5 9.251497e-02
1092 FE (1) 2014_5 2.980578e-03
1093 HC (629) 2014_5 3.536464e-02
1094 NGI (24) 2014_5 1.675308e-01
1095 CIHT (2) 2014_5 1.905458e-01
1096 Tri (1) 2014_5 5.431948e-02
1097 Her (63) 2014_5 1.336843e-01
1098 AHC (94) 2014_5 1.495313e-01
1099 Wart (38) 2014_5 9.070343e-03
1100 EBVI (79) 2014_5 4.246712e-02
1101 NT (1) 2014_5 3.284044e-01
1102 Tra (3) 2014_5 4.996273e-03
1103 EM (31) 2017_6 3.437493e-02
1104 SI (3) 2017_6 3.998653e-02
1105 IAP (1) 2017_6 1.468425e-01
1106 PVI (31) 2017_6 5.903026e-02
1107 PnI (15) 2017_6 3.836799e-04
1108 Mea (20) 2017_6 5.685251e-02
1109 BVI (2) 2017_6 8.823706e-02
1110 MPI (3) 2017_6 9.229838e-02
1111 LD (7) 2017_6 5.934147e-02
1112 Per (1) 2017_6 6.679896e-02
1113 MERS (1) 2017_6 1.399050e-01
1114 CPI (1) 2017_6 1.679146e-01
1115 Cho (2) 2017_6 5.689195e-03
1116 TF (6) 2017_6 2.589366e-02
1117 BD (11) 2017_6 2.290388e-02
1118 HE (5) 2017_6 1.692365e-02
1119 PF (4) 2017_6 1.969042e-02
1120 PWM (1) 2017_6 3.900344e-02
1121 AD (2) 2017_6 6.466789e-02
1122 RoI (9) 2017_6 7.468964e-02
1123 VPI (2) 2017_6 1.297078e-01
1124 Clo (1) 2017_6 4.486274e-02
1125 Bru (1) 2017_6 4.030457e-02
1126 Zika (9) 2017_6 4.302947e-03
1127 TD (8) 2017_6 8.578494e-02
1128 EIE (1) 2017_6 6.910619e-02
1129 FE (1) 2017_6 2.731049e-02
1130 CIHT (2) 2017_6 1.499783e-01
1131 Tri (1) 2017_6 2.174596e-02
1132 EI (36) 2017_6 2.315458e-02
1133 NT (1) 2017_6 3.782949e-02
1134 Tra (3) 2017_6 1.085592e-01
1135 CI (76) 2015_6 7.358941e-02
1136 RhI (228) 2015_6 6.102733e-02
1137 HMVI (45) 2015_6 2.331209e-02
1138 HII (116) 2015_6 3.403905e-03
1139 EM (31) 2015_6 1.522171e-03
1140 SI (3) 2015_6 5.505126e-02
1141 IAP (1) 2015_6 1.918689e-01
1142 AdI (60) 2015_6 4.488350e-02
1143 PVI (31) 2015_6 8.616395e-02
1144 CP (104) 2015_6 1.188716e-01
1145 RSVI (69) 2015_6 1.582403e-01
1146 PnI (15) 2015_6 4.851548e-02
1147 Mea (20) 2015_6 1.441640e-01
1148 BVI (2) 2015_6 8.571705e-02
1149 MPI (3) 2015_6 2.667813e-02
1150 LD (7) 2015_6 1.395894e-06
1151 Per (1) 2015_6 8.685074e-02
1152 MERS (1) 2015_6 4.758596e-02
1153 CPI (1) 2015_6 8.990233e-03
1154 HA (47) 2015_6 1.678659e-01
1155 Cho (2) 2015_6 6.776214e-02
1156 TF (6) 2015_6 2.250339e-02
1157 HE (5) 2015_6 6.063215e-02
1158 PF (4) 2015_6 5.643051e-03
1159 PWM (1) 2015_6 3.679260e-02
1160 AD (2) 2015_6 7.069301e-02
1161 NI (173) 2015_6 1.268488e-01
1162 RoI (9) 2015_6 7.225014e-02
1163 ECI (20) 2015_6 2.070366e-02
1164 VPI (2) 2015_6 1.539761e-01
1165 CF (13) 2015_6 2.098923e-01
1166 Clo (1) 2015_6 2.198378e-02
1167 Bru (1) 2015_6 2.164704e-01
1168 Zika (9) 2015_6 2.293590e-01
1169 EB (7) 2015_6 2.565953e-02
1170 Rab (2) 2015_6 7.636090e-02
1171 EIE (1) 2015_6 2.654574e-02
1172 FE (1) 2015_6 5.527744e-02
1173 NGI (24) 2015_6 1.552817e-01
1174 CIHT (2) 2015_6 7.064827e-02
1175 Tri (1) 2015_6 4.729116e-02
1176 Her (63) 2015_6 7.198501e-02
1177 EI (36) 2015_6 6.575102e-02
1178 AHC (94) 2015_6 9.515247e-02
1179 Wart (38) 2015_6 6.479300e-02
1180 EBVI (79) 2015_6 7.302398e-02
1181 NT (1) 2015_6 1.196662e-01
1182 Tra (3) 2015_6 8.884429e-02
1183 CI (76) 2016_6 1.207995e-01
1184 HMVI (45) 2016_6 3.895329e-02
1185 HII (116) 2016_6 3.943534e-02
1186 TB (184) 2016_6 3.018375e-02
1187 SI (3) 2016_6 3.271964e-02
1188 IAP (1) 2016_6 3.681029e-02
1189 AdI (60) 2016_6 1.130431e-01
1190 PVI (31) 2016_6 3.613687e-03
1191 RSVI (69) 2016_6 9.257908e-02
1192 PnI (15) 2016_6 2.074125e-01
1193 Mea (20) 2016_6 1.387926e-01
1194 BVI (2) 2016_6 1.061938e-01
1195 MPI (3) 2016_6 1.489090e-01
1196 LD (7) 2016_6 5.195830e-02
1197 Per (1) 2016_6 8.929283e-02
1198 MERS (1) 2016_6 2.064547e-01
1199 CPI (1) 2016_6 5.375688e-02
1200 HA (47) 2016_6 2.906353e-02
1201 Cho (2) 2016_6 9.567855e-02
1202 TF (6) 2016_6 1.003752e-01
1203 BD (11) 2016_6 1.261289e-01
1204 HE (5) 2016_6 4.983627e-02
1205 PF (4) 2016_6 4.623522e-02
1206 PWM (1) 2016_6 7.525257e-02
1207 AD (2) 2016_6 2.053668e-01
1208 NI (173) 2016_6 6.427083e-03
1209 ECI (20) 2016_6 1.724898e-01
1210 VPI (2) 2016_6 1.038565e-02
1211 CF (13) 2016_6 1.834444e-01
1212 Clo (1) 2016_6 2.105101e-02
1213 Bru (1) 2016_6 3.222270e-02
1214 TD (8) 2016_6 7.818297e-02
1215 Rab (2) 2016_6 1.109496e-01
1216 EIE (1) 2016_6 6.261050e-02
1217 FE (1) 2016_6 9.061089e-02
1218 NGI (24) 2016_6 1.524323e-01
1219 CIHT (2) 2016_6 6.841440e-02
1220 Tri (1) 2016_6 5.524044e-02
1221 EI (36) 2016_6 7.507784e-02
1222 Wart (38) 2016_6 2.830480e-02
1223 EBVI (79) 2016_6 6.487750e-02
1224 NT (1) 2016_6 1.504684e-01
1225 Tra (3) 2016_6 4.870831e-02
1226 CI (76) 2018_6 1.151701e-01
1227 HMVI (45) 2018_6 7.229055e-02
1228 EM (31) 2018_6 5.336204e-02
1229 SI (3) 2018_6 4.860844e-02
1230 IAP (1) 2018_6 1.391323e-01
1231 AdI (60) 2018_6 9.022599e-02
1232 PVI (31) 2018_6 1.005183e-01
1233 PnI (15) 2018_6 6.919460e-02
1234 BVI (2) 2018_6 1.968966e-03
1235 MPI (3) 2018_6 1.740052e-02
1236 LD (7) 2018_6 8.412774e-02
1237 Per (1) 2018_6 8.532950e-02
1238 MERS (1) 2018_6 1.626705e-02
1239 CPI (1) 2018_6 2.125439e-02
1240 HA (47) 2018_6 1.735986e-02
1241 Cho (2) 2018_6 1.163018e-01
1242 HE (5) 2018_6 5.260205e-02
1243 PWM (1) 2018_6 1.533008e-01
1244 AD (2) 2018_6 9.236313e-03
1245 RoI (9) 2018_6 1.225668e-01
1246 VPI (2) 2018_6 9.830023e-02
1247 Clo (1) 2018_6 7.120835e-02
1248 Bru (1) 2018_6 5.147007e-02
1249 Zika (9) 2018_6 1.798824e-02
1250 TD (8) 2018_6 9.037509e-04
1251 Rab (2) 2018_6 3.293955e-02
1252 EIE (1) 2018_6 1.488889e-02
1253 FE (1) 2018_6 1.043224e-01
1254 NGI (24) 2018_6 9.317123e-04
1255 CIHT (2) 2018_6 2.962308e-03
1256 Wart (38) 2018_6 3.843191e-02
1257 EBVI (79) 2018_6 3.833633e-03
1258 NT (1) 2018_6 3.123436e-03
1259 Tra (3) 2018_6 2.213736e-01
1260 CI (76) 2014_6 1.264832e-01
1261 RhI (228) 2014_6 2.751309e-03
1262 HMVI (45) 2014_6 1.652838e-02
1263 HII (116) 2014_6 1.100869e-01
1264 EM (31) 2014_6 1.891538e-01
1265 SI (3) 2014_6 2.543692e-02
1266 IAP (1) 2014_6 7.534958e-02
1267 PVI (31) 2014_6 1.873239e-01
1268 CP (104) 2014_6 6.154321e-03
1269 RSVI (69) 2014_6 1.593185e-01
1270 PnI (15) 2014_6 1.830222e-02
1271 BVI (2) 2014_6 2.155321e-02
1272 MPI (3) 2014_6 4.248253e-02
1273 LD (7) 2014_6 7.705772e-02
1274 Per (1) 2014_6 4.828179e-03
1275 MERS (1) 2014_6 1.008448e-01
1276 CPI (1) 2014_6 6.497258e-02
1277 HA (47) 2014_6 2.216061e-02
1278 Cho (2) 2014_6 1.047771e-01
1279 TF (6) 2014_6 4.543522e-02
1280 BD (11) 2014_6 5.247998e-02
1281 HE (5) 2014_6 7.483474e-02
1282 PF (4) 2014_6 1.119810e-01
1283 PWM (1) 2014_6 2.072350e-02
1284 AD (2) 2014_6 8.440577e-02
1285 NI (173) 2014_6 9.961535e-03
1286 RoI (9) 2014_6 1.442624e-01
1287 ECI (20) 2014_6 4.035253e-02
1288 VPI (2) 2014_6 8.166833e-02
1289 CF (13) 2014_6 6.496686e-02
1290 Clo (1) 2014_6 3.785282e-02
1291 Bru (1) 2014_6 5.387218e-02
1292 Zika (9) 2014_6 5.791123e-02
1293 TD (8) 2014_6 1.602965e-01
1294 Rab (2) 2014_6 1.365168e-01
1295 EIE (1) 2014_6 4.603572e-02
1296 FE (1) 2014_6 4.836394e-02
1297 NGI (24) 2014_6 1.894079e-01
1298 CIHT (2) 2014_6 2.002210e-01
1299 Tri (1) 2014_6 3.490371e-01
1300 Her (63) 2014_6 3.074804e-02
1301 AHC (94) 2014_6 9.498066e-02
1302 Wart (38) 2014_6 1.324560e-01
1303 EBVI (79) 2014_6 6.018044e-02
1304 NT (1) 2014_6 2.511962e-02
1305 Tra (3) 2014_6 1.627121e-01
1306 EM (31) 2017_7 6.365782e-02
1307 SI (3) 2017_7 7.224098e-02
1308 PVI (31) 2017_7 1.907160e-02
1309 PnI (15) 2017_7 1.142115e-02
1310 BVI (2) 2017_7 1.255955e-03
1311 MPI (3) 2017_7 1.763667e-01
1312 LD (7) 2017_7 9.376299e-02
1313 Per (1) 2017_7 1.343493e-01
1314 MERS (1) 2017_7 1.085702e-02
1315 CPI (1) 2017_7 3.385635e-02
1316 HA (47) 2017_7 1.185938e-02
1317 Cho (2) 2017_7 1.559966e-01
1318 BD (11) 2017_7 4.820599e-02
1319 HE (5) 2017_7 6.830976e-02
1320 PWM (1) 2017_7 1.419654e-01
1321 AD (2) 2017_7 7.056981e-02
1322 RoI (9) 2017_7 1.066185e-01
1323 ECI (20) 2017_7 5.079462e-02
1324 VPI (2) 2017_7 7.630042e-02
1325 CF (13) 2017_7 4.040420e-02
1326 Clo (1) 2017_7 4.642749e-03
1327 Bru (1) 2017_7 1.333562e-01
1328 Zika (9) 2017_7 6.906078e-02
1329 EB (7) 2017_7 9.851125e-02
1330 TD (8) 2017_7 1.003076e-01
1331 Rab (2) 2017_7 2.105573e-01
1332 EIE (1) 2017_7 9.641969e-03
1333 FE (1) 2017_7 1.395827e-01
1334 NGI (24) 2017_7 6.684170e-02
1335 CIHT (2) 2017_7 5.084885e-02
1336 Tri (1) 2017_7 2.000136e-01
1337 NT (1) 2017_7 2.100091e-02
1338 Tra (3) 2017_7 1.240387e-01
1339 HII (116) 2015_7 8.680813e-02
1340 SI (3) 2015_7 1.068092e-01
1341 IAP (1) 2015_7 7.111265e-03
1342 Mea (20) 2015_7 1.405262e-01
1343 LD (7) 2015_7 9.760961e-02
1344 Per (1) 2015_7 5.637961e-02
1345 MERS (1) 2015_7 5.771142e-02
1346 CPI (1) 2015_7 3.914053e-02
1347 Cho (2) 2015_7 1.219385e-01
1348 BD (11) 2015_7 1.395426e-01
1349 HE (5) 2015_7 1.320219e-01
1350 PF (4) 2015_7 8.388959e-02
1351 PWM (1) 2015_7 7.289650e-02
1352 AD (2) 2015_7 1.162195e-01
1353 NI (173) 2015_7 4.518704e-02
1354 RoI (9) 2015_7 1.082800e-01
1355 ECI (20) 2015_7 7.206636e-02
1356 VPI (2) 2015_7 5.463130e-02
1357 CF (13) 2015_7 5.218847e-02
1358 Clo (1) 2015_7 5.424648e-02
1359 Bru (1) 2015_7 6.572457e-02
1360 Zika (9) 2015_7 7.393565e-02
1361 EB (7) 2015_7 1.868662e-01
1362 Rab (2) 2015_7 4.881636e-03
1363 EIE (1) 2015_7 2.124638e-02
1364 FE (1) 2015_7 8.246762e-02
1365 NGI (24) 2015_7 1.087486e-01
1366 CIHT (2) 2015_7 3.996002e-02
1367 Tri (1) 2015_7 9.736430e-02
1368 EBVI (79) 2015_7 1.157240e-01
1369 NT (1) 2015_7 1.379073e-01
1370 Tra (3) 2015_7 8.876767e-02
1371 SI (3) 2016_7 1.122403e-01
1372 IAP (1) 2016_7 5.519521e-02
1373 BVI (2) 2016_7 1.250449e-01
1374 MPI (3) 2016_7 2.679410e-02
1375 Per (1) 2016_7 4.661093e-02
1376 MERS (1) 2016_7 9.861182e-02
1377 CPI (1) 2016_7 5.653028e-02
1378 TF (6) 2016_7 8.148484e-02
1379 HE (5) 2016_7 3.316611e-02
1380 PF (4) 2016_7 3.276149e-02
1381 PWM (1) 2016_7 1.394946e-01
1382 ECI (20) 2016_7 6.783349e-02
1383 VPI (2) 2016_7 1.464673e-01
1384 CF (13) 2016_7 1.601580e-01
1385 Clo (1) 2016_7 1.806763e-02
1386 Bru (1) 2016_7 1.650680e-02
1387 EB (7) 2016_7 6.785893e-02
1388 Rab (2) 2016_7 1.069207e-01
1389 EIE (1) 2016_7 9.061849e-02
1390 FE (1) 2016_7 4.073901e-02
1391 CIHT (2) 2016_7 3.638060e-02
1392 Tri (1) 2016_7 6.084848e-02
1393 EBVI (79) 2016_7 1.635844e-03
1394 NT (1) 2016_7 1.025546e-01
1395 CI (76) 2018_7 7.482298e-02
1396 SI (3) 2018_7 5.020937e-03
1397 IAP (1) 2018_7 1.140377e-01
1398 PVI (31) 2018_7 3.925587e-02
1399 PnI (15) 2018_7 7.687514e-02
1400 BVI (2) 2018_7 4.941776e-02
1401 MPI (3) 2018_7 1.680432e-01
1402 LD (7) 2018_7 9.601106e-03
1403 Per (1) 2018_7 9.478428e-02
1404 MERS (1) 2018_7 1.165259e-05
1405 CPI (1) 2018_7 1.796299e-02
1406 HA (47) 2018_7 8.844382e-02
1407 Cho (2) 2018_7 1.484617e-01
1408 TF (6) 2018_7 5.783661e-02
1409 BD (11) 2018_7 4.935664e-02
1410 HE (5) 2018_7 2.595329e-01
1411 PF (4) 2018_7 4.683773e-02
1412 PWM (1) 2018_7 2.068418e-01
1413 AD (2) 2018_7 7.598044e-02
1414 RoI (9) 2018_7 3.539137e-02
1415 VPI (2) 2018_7 5.949368e-02
1416 Clo (1) 2018_7 9.315370e-03
1417 Bru (1) 2018_7 1.473052e-01
1418 Zika (9) 2018_7 5.353231e-02
1419 TD (8) 2018_7 6.581033e-02
1420 Rab (2) 2018_7 4.411579e-02
1421 EIE (1) 2018_7 1.079519e-01
1422 FE (1) 2018_7 1.641022e-01
1423 NGI (24) 2018_7 1.892586e-01
1424 CIHT (2) 2018_7 6.512742e-02
1425 Tri (1) 2018_7 6.525794e-03
1426 Her (63) 2018_7 1.950572e-01
1427 EI (36) 2018_7 6.736751e-02
1428 Wart (38) 2018_7 9.496959e-02
1429 EBVI (79) 2018_7 1.434384e-01
1430 NT (1) 2018_7 4.007191e-02
1431 Tra (3) 2018_7 6.100979e-02
1432 HII (116) 2014_7 9.687933e-02
1433 EM (31) 2014_7 1.469352e-01
1434 SI (3) 2014_7 8.626511e-02
1435 IAP (1) 2014_7 5.211472e-02
1436 MPI (3) 2014_7 7.682240e-02
1437 LD (7) 2014_7 8.295604e-02
1438 Per (1) 2014_7 6.002659e-02
1439 MERS (1) 2014_7 7.342503e-02
1440 CPI (1) 2014_7 5.236450e-02
1441 Cho (2) 2014_7 1.018380e-02
1442 TF (6) 2014_7 2.313410e-03
1443 HE (5) 2014_7 7.873641e-02
1444 PF (4) 2014_7 2.716315e-02
1445 PWM (1) 2014_7 7.301086e-02
1446 AD (2) 2014_7 1.901591e-02
1447 NI (173) 2014_7 1.219126e-01
1448 RoI (9) 2014_7 8.670319e-02
1449 ECI (20) 2014_7 4.461107e-03
1450 CF (13) 2014_7 1.698133e-01
1451 Clo (1) 2014_7 1.588542e-01
1452 Bru (1) 2014_7 1.202565e-01
1453 Zika (9) 2014_7 4.766189e-02
1454 EB (7) 2014_7 1.751692e-01
1455 TD (8) 2014_7 1.286324e-03
1456 Rab (2) 2014_7 1.421069e-01
1457 EIE (1) 2014_7 7.622543e-02
1458 FE (1) 2014_7 5.413832e-02
1459 NGI (24) 2014_7 1.283746e-01
1460 CIHT (2) 2014_7 6.715014e-02
1461 Tri (1) 2014_7 8.296892e-02
1462 EI (36) 2014_7 4.870856e-02
1463 Wart (38) 2014_7 1.007642e-02
1464 EBVI (79) 2014_7 2.314465e-01
1465 NT (1) 2014_7 1.069434e-01
1466 Tra (3) 2014_7 8.680077e-02
1467 HMVI (45) 2017_8 1.008328e-01
1468 EM (31) 2017_8 6.862359e-02
1469 SI (3) 2017_8 2.384116e-01
1470 IAP (1) 2017_8 9.933008e-02
1471 PVI (31) 2017_8 3.144794e-02
1472 PnI (15) 2017_8 9.925711e-02
1473 BVI (2) 2017_8 1.118758e-01
1474 MPI (3) 2017_8 1.189112e-01
1475 LD (7) 2017_8 6.312899e-03
1476 Per (1) 2017_8 7.209867e-02
1477 MERS (1) 2017_8 2.072572e-02
1478 CPI (1) 2017_8 8.020980e-02
1479 HA (47) 2017_8 7.270687e-02
1480 Cho (2) 2017_8 1.220355e-01
1481 TF (6) 2017_8 2.227214e-01
1482 HE (5) 2017_8 4.661144e-02
1483 PF (4) 2017_8 7.747814e-02
1484 PWM (1) 2017_8 1.124475e-01
1485 AD (2) 2017_8 1.004759e-01
1486 RoI (9) 2017_8 1.382487e-02
1487 VPI (2) 2017_8 1.457855e-01
1488 CF (13) 2017_8 8.613099e-02
1489 Clo (1) 2017_8 1.229144e-01
1490 Bru (1) 2017_8 1.951078e-02
1491 Zika (9) 2017_8 6.362428e-02
1492 TD (8) 2017_8 1.758905e-02
1493 Rab (2) 2017_8 7.823152e-02
1494 EIE (1) 2017_8 1.729071e-03
1495 FE (1) 2017_8 2.446759e-02
1496 CIHT (2) 2017_8 2.116205e-02
1497 Tri (1) 2017_8 1.834053e-02
1498 AHC (94) 2017_8 4.910172e-02
1499 NT (1) 2017_8 2.159369e-02
1500 Tra (3) 2017_8 9.184785e-03
1501 CI (76) 2015_8 3.074951e-02
1502 RhI (228) 2015_8 1.632424e-01
1503 HMVI (45) 2015_8 1.257998e-01
1504 HII (116) 2015_8 9.961905e-03
1505 SI (3) 2015_8 7.315231e-02
1506 IAP (1) 2015_8 1.862021e-01
1507 AdI (60) 2015_8 5.260144e-02
1508 PVI (31) 2015_8 8.624658e-03
1509 RSVI (69) 2015_8 2.075569e-02
1510 PnI (15) 2015_8 5.143082e-02
1511 Mea (20) 2015_8 1.089058e-01
1512 BVI (2) 2015_8 8.385831e-03
1513 MPI (3) 2015_8 2.637614e-02
1514 LD (7) 2015_8 3.169363e-02
1515 Per (1) 2015_8 8.292776e-02
1516 MERS (1) 2015_8 1.211380e-01
1517 CPI (1) 2015_8 3.791608e-02
1518 Cho (2) 2015_8 2.382933e-03
1519 TF (6) 2015_8 1.494663e-01
1520 BD (11) 2015_8 2.645341e-02
1521 HE (5) 2015_8 1.677852e-01
1522 PF (4) 2015_8 3.807734e-03
1523 PWM (1) 2015_8 7.139230e-02
1524 AD (2) 2015_8 1.446089e-01
1525 RoI (9) 2015_8 1.239196e-03
1526 ECI (20) 2015_8 7.820546e-03
1527 VPI (2) 2015_8 6.583454e-02
1528 CF (13) 2015_8 9.358929e-02
1529 Clo (1) 2015_8 1.048159e-01
1530 Bru (1) 2015_8 1.014159e-01
1531 Zika (9) 2015_8 1.198732e-01
1532 EB (7) 2015_8 5.243788e-02
1533 TD (8) 2015_8 1.012545e-01
1534 Rab (2) 2015_8 9.510732e-02
1535 EIE (1) 2015_8 6.254124e-02
1536 FE (1) 2015_8 5.860240e-02
1537 NGI (24) 2015_8 1.093480e-01
1538 CIHT (2) 2015_8 1.385236e-02
1539 Tri (1) 2015_8 6.361490e-02
1540 Her (63) 2015_8 4.236267e-02
1541 EI (36) 2015_8 1.051221e-01
1542 Wart (38) 2015_8 1.014752e-01
1543 EBVI (79) 2015_8 3.380715e-02
1544 NT (1) 2015_8 1.390678e-02
1545 Tra (3) 2015_8 1.692353e-02
1546 CI (76) 2016_8 1.425908e-01
1547 RhI (228) 2016_8 5.981666e-02
1548 HMVI (45) 2016_8 6.494084e-02
1549 HII (116) 2016_8 5.196151e-02
1550 EM (31) 2016_8 1.484991e-01
1551 SI (3) 2016_8 9.196281e-02
1552 IAP (1) 2016_8 2.923696e-02
1553 AdI (60) 2016_8 3.071720e-02
1554 PVI (31) 2016_8 5.665265e-03
1555 RSVI (69) 2016_8 4.101604e-02
1556 PnI (15) 2016_8 7.234186e-02
1557 Mea (20) 2016_8 9.518564e-02
1558 BVI (2) 2016_8 1.326185e-01
1559 MPI (3) 2016_8 5.402989e-02
1560 LD (7) 2016_8 6.926117e-02
1561 Per (1) 2016_8 3.823102e-02
1562 MERS (1) 2016_8 6.406905e-02
1563 CPI (1) 2016_8 4.233417e-02
1564 HA (47) 2016_8 1.869366e-01
1565 Cho (2) 2016_8 7.682826e-02
1566 TF (6) 2016_8 2.044897e-01
1567 BD (11) 2016_8 2.264124e-02
1568 HE (5) 2016_8 3.518129e-02
1569 PF (4) 2016_8 1.036626e-01
1570 PWM (1) 2016_8 3.097859e-02
1571 AD (2) 2016_8 2.299655e-02
1572 NI (173) 2016_8 2.285066e-02
1573 RoI (9) 2016_8 2.072704e-01
1574 ECI (20) 2016_8 2.148690e-01
1575 VPI (2) 2016_8 9.382194e-02
1576 Clo (1) 2016_8 1.890233e-02
1577 Bru (1) 2016_8 7.565134e-02
1578 Zika (9) 2016_8 3.539977e-02
1579 EB (7) 2016_8 4.938646e-02
1580 TD (8) 2016_8 1.610380e-01
1581 Rab (2) 2016_8 1.094484e-02
1582 EIE (1) 2016_8 2.578746e-01
1583 FE (1) 2016_8 1.089702e-01
1584 CIHT (2) 2016_8 1.775572e-01
1585 Tri (1) 2016_8 1.014965e-01
1586 EI (36) 2016_8 1.244263e-01
1587 AHC (94) 2016_8 1.002876e-01
1588 EBVI (79) 2016_8 5.753924e-02
1589 NT (1) 2016_8 4.825288e-02
1590 Tra (3) 2016_8 4.329347e-02
1591 CI (76) 2018_8 1.500840e-01
1592 HMVI (45) 2018_8 9.418229e-03
1593 EM (31) 2018_8 9.993557e-02
1594 SI (3) 2018_8 1.131923e-01
1595 IAP (1) 2018_8 1.951327e-02
1596 PVI (31) 2018_8 4.476276e-02
1597 PnI (15) 2018_8 3.390517e-01
1598 BVI (2) 2018_8 8.366855e-02
1599 MPI (3) 2018_8 1.520575e-01
1600 LD (7) 2018_8 2.376806e-02
1601 Per (1) 2018_8 6.204237e-03
1602 MERS (1) 2018_8 5.486071e-02
1603 CPI (1) 2018_8 1.776522e-01
1604 HA (47) 2018_8 2.114745e-02
1605 Cho (2) 2018_8 9.536157e-02
1606 TF (6) 2018_8 1.994815e-01
1607 BD (11) 2018_8 4.072544e-02
1608 HE (5) 2018_8 1.192009e-01
1609 PF (4) 2018_8 1.213363e-01
1610 PWM (1) 2018_8 6.445309e-03
1611 AD (2) 2018_8 2.903741e-02
1612 RoI (9) 2018_8 1.469100e-01
1613 ECI (20) 2018_8 1.216273e-01
1614 VPI (2) 2018_8 7.980212e-02
1615 CF (13) 2018_8 5.278665e-02
1616 Clo (1) 2018_8 1.128445e-01
1617 Bru (1) 2018_8 3.756150e-02
1618 Zika (9) 2018_8 1.716578e-01
1619 EB (7) 2018_8 1.550128e-01
1620 Rab (2) 2018_8 1.209019e-01
1621 EIE (1) 2018_8 4.709039e-02
1622 FE (1) 2018_8 1.781431e-01
1623 CIHT (2) 2018_8 1.075698e-01
1624 Tri (1) 2018_8 1.052557e-01
1625 Her (63) 2018_8 1.905679e-02
1626 Wart (38) 2018_8 2.062608e-01
1627 EBVI (79) 2018_8 8.018749e-03
1628 NT (1) 2018_8 1.510239e-01
1629 Tra (3) 2018_8 7.434686e-02
1630 CI (76) 2014_8 7.212585e-02
1631 RhI (228) 2014_8 1.445917e-01
1632 HMVI (45) 2014_8 7.265472e-02
1633 HII (116) 2014_8 1.345277e-02
1634 EM (31) 2014_8 9.880737e-02
1635 SI (3) 2014_8 1.839940e-01
1636 IAP (1) 2014_8 1.123202e-01
1637 AdI (60) 2014_8 1.054577e-02
1638 PVI (31) 2014_8 6.697790e-02
1639 CP (104) 2014_8 1.553256e-01
1640 RSVI (69) 2014_8 5.666544e-02
1641 PnI (15) 2014_8 3.482342e-02
1642 Mea (20) 2014_8 1.143891e-01
1643 BVI (2) 2014_8 1.128174e-01
1644 MPI (3) 2014_8 5.350905e-02
1645 LD (7) 2014_8 1.704212e-01
1646 Per (1) 2014_8 4.154112e-02
1647 MERS (1) 2014_8 1.112537e-01
1648 CPI (1) 2014_8 6.405997e-03
1649 HA (47) 2014_8 5.673421e-02
1650 Cho (2) 2014_8 1.023380e-01
1651 TF (6) 2014_8 1.481100e-01
1652 BD (11) 2014_8 9.782504e-02
1653 HE (5) 2014_8 4.094035e-02
1654 PF (4) 2014_8 3.697876e-02
1655 PWM (1) 2014_8 1.477676e-01
1656 AD (2) 2014_8 4.528264e-02
1657 NI (173) 2014_8 9.295740e-02
1658 RoI (9) 2014_8 2.387020e-02
1659 ECI (20) 2014_8 1.361035e-01
1660 VPI (2) 2014_8 7.087551e-02
1661 CF (13) 2014_8 7.253515e-02
1662 Clo (1) 2014_8 7.171750e-02
1663 Bru (1) 2014_8 2.362575e-01
1664 Zika (9) 2014_8 1.242958e-01
1665 EB (7) 2014_8 2.362952e-02
1666 Rab (2) 2014_8 9.829227e-02
1667 EIE (1) 2014_8 1.651302e-01
1668 FE (1) 2014_8 1.151424e-01
1669 NGI (24) 2014_8 1.864546e-01
1670 CIHT (2) 2014_8 3.338993e-02
1671 Tri (1) 2014_8 6.057001e-02
1672 Her (63) 2014_8 4.269353e-02
1673 EI (36) 2014_8 1.985829e-02
1674 AHC (94) 2014_8 1.872442e-02
1675 Wart (38) 2014_8 1.109618e-02
1676 EBVI (79) 2014_8 9.256021e-03
1677 NT (1) 2014_8 3.697965e-02
1678 Tra (3) 2014_8 2.947861e-01
1679 SI (3) 2017_9 1.968656e-01
1680 IAP (1) 2017_9 1.890424e-01
1681 PVI (31) 2017_9 1.001082e-01
1682 PnI (15) 2017_9 6.810752e-03
1683 Mea (20) 2017_9 1.475275e-01
1684 BVI (2) 2017_9 1.098290e-01
1685 MPI (3) 2017_9 1.376602e-01
1686 LD (7) 2017_9 9.717469e-02
1687 Per (1) 2017_9 2.677268e-01
1688 MERS (1) 2017_9 1.033460e-01
1689 HA (47) 2017_9 8.539163e-02
1690 Cho (2) 2017_9 2.412760e-02
1691 TF (6) 2017_9 3.037103e-02
1692 BD (11) 2017_9 2.794158e-02
1693 HE (5) 2017_9 8.913968e-02
1694 PF (4) 2017_9 1.722660e-01
1695 PWM (1) 2017_9 1.895132e-02
1696 AD (2) 2017_9 3.592179e-02
1697 RoI (9) 2017_9 3.096328e-02
1698 VPI (2) 2017_9 2.751708e-02
1699 CF (13) 2017_9 1.034021e-01
1700 Clo (1) 2017_9 3.537263e-02
1701 Bru (1) 2017_9 1.993639e-01
1702 Zika (9) 2017_9 1.318567e-01
1703 EB (7) 2017_9 9.763967e-02
1704 TD (8) 2017_9 9.786789e-02
1705 Rab (2) 2017_9 2.071888e-02
1706 EIE (1) 2017_9 1.698488e-01
1707 FE (1) 2017_9 1.415324e-01
1708 CIHT (2) 2017_9 5.336760e-02
1709 Tri (1) 2017_9 9.995448e-02
1710 EI (36) 2017_9 8.895322e-02
1711 Wart (38) 2017_9 4.720060e-03
1712 NT (1) 2017_9 9.236109e-02
1713 Tra (3) 2017_9 1.555091e-02
1714 CI (76) 2015_9 1.206843e-02
1715 RhI (228) 2015_9 4.077268e-02
1716 HMVI (45) 2015_9 3.998675e-03
1717 HII (116) 2015_9 4.556529e-02
1718 SI (3) 2015_9 3.861502e-03
1719 IAP (1) 2015_9 1.982840e-01
1720 AdI (60) 2015_9 9.736687e-02
1721 PVI (31) 2015_9 8.145971e-02
1722 RSVI (69) 2015_9 1.144918e-01
1723 PnI (15) 2015_9 2.599822e-02
1724 BVI (2) 2015_9 1.428775e-01
1725 MPI (3) 2015_9 3.926791e-02
1726 LD (7) 2015_9 6.015052e-02
1727 Per (1) 2015_9 9.822346e-02
1728 MERS (1) 2015_9 3.337039e-03
1729 CPI (1) 2015_9 1.020678e-01
1730 HA (47) 2015_9 5.611925e-02
1731 Cho (2) 2015_9 1.624143e-01
1732 TF (6) 2015_9 5.344683e-02
1733 BD (11) 2015_9 2.920004e-02
1734 HE (5) 2015_9 5.562431e-02
1735 PF (4) 2015_9 6.683985e-02
1736 PWM (1) 2015_9 9.705705e-02
1737 AD (2) 2015_9 1.553149e-01
1738 NI (173) 2015_9 5.664723e-03
1739 RoI (9) 2015_9 6.540649e-03
1740 ECI (20) 2015_9 2.465056e-01
1741 VPI (2) 2015_9 1.116347e-01
1742 CF (13) 2015_9 2.709063e-02
1743 Clo (1) 2015_9 9.050531e-02
1744 Bru (1) 2015_9 1.150593e-01
1745 Zika (9) 2015_9 8.927552e-03
1746 EB (7) 2015_9 6.432561e-02
1747 TD (8) 2015_9 3.421595e-03
1748 Rab (2) 2015_9 2.039756e-01
1749 EIE (1) 2015_9 5.827390e-02
1750 FE (1) 2015_9 1.944477e-01
1751 NGI (24) 2015_9 1.523459e-01
1752 CIHT (2) 2015_9 6.405027e-02
1753 Tri (1) 2015_9 6.642823e-03
1754 Her (63) 2015_9 8.213638e-03
1755 EI (36) 2015_9 4.978972e-03
1756 AHC (94) 2015_9 3.565595e-02
1757 EBVI (79) 2015_9 4.038669e-02
1758 NT (1) 2015_9 3.770113e-02
1759 Tra (3) 2015_9 8.313560e-02
1760 CI (76) 2016_9 3.001469e-02
1761 RhI (228) 2016_9 1.206837e-01
1762 HMVI (45) 2016_9 6.092061e-02
1763 HII (116) 2016_9 1.133750e-01
1764 EM (31) 2016_9 9.908688e-02
1765 SI (3) 2016_9 1.547928e-02
1766 IAP (1) 2016_9 7.172503e-02
1767 AdI (60) 2016_9 9.680049e-02
1768 PVI (31) 2016_9 1.665814e-01
1769 RSVI (69) 2016_9 9.348080e-02
1770 PnI (15) 2016_9 2.645187e-02
1771 Mea (20) 2016_9 2.518323e-02
1772 BVI (2) 2016_9 2.216703e-02
1773 MPI (3) 2016_9 1.104246e-02
1774 LD (7) 2016_9 5.499368e-02
1775 MERS (1) 2016_9 9.311645e-02
1776 CPI (1) 2016_9 1.189364e-01
1777 HA (47) 2016_9 5.545686e-02
1778 Cho (2) 2016_9 4.267590e-03
1779 TF (6) 2016_9 1.356748e-01
1780 BD (11) 2016_9 1.687454e-01
1781 HE (5) 2016_9 4.194815e-02
1782 PF (4) 2016_9 4.815916e-02
1783 PWM (1) 2016_9 1.436449e-02
1784 AD (2) 2016_9 1.480531e-02
1785 NI (173) 2016_9 1.304546e-01
1786 RoI (9) 2016_9 3.899337e-02
1787 ECI (20) 2016_9 4.355536e-02
1788 VPI (2) 2016_9 4.346788e-02
1789 Clo (1) 2016_9 2.459813e-02
1790 Bru (1) 2016_9 5.616157e-02
1791 EB (7) 2016_9 1.191114e-02
1792 TD (8) 2016_9 2.669049e-02
1793 Rab (2) 2016_9 1.194578e-01
1794 EIE (1) 2016_9 3.092081e-02
1795 FE (1) 2016_9 5.324914e-02
1796 NGI (24) 2016_9 1.140854e-01
1797 CIHT (2) 2016_9 1.596822e-01
1798 Tri (1) 2016_9 2.593704e-02
1799 EI (36) 2016_9 7.562814e-02
1800 Wart (38) 2016_9 4.090466e-02
1801 EBVI (79) 2016_9 9.704340e-02
1802 NT (1) 2016_9 1.283677e-01
1803 Tra (3) 2016_9 1.790107e-01
1804 HMVI (45) 2018_9 5.803071e-03
1805 EM (31) 2018_9 1.221171e-01
1806 SI (3) 2018_9 1.722613e-02
1807 IAP (1) 2018_9 2.324228e-02
1808 PVI (31) 2018_9 1.734920e-01
1809 PnI (15) 2018_9 1.000172e-01
1810 Mea (20) 2018_9 5.865970e-03
1811 BVI (2) 2018_9 9.278525e-02
1812 MPI (3) 2018_9 1.781679e-01
1813 LD (7) 2018_9 1.475441e-01
1814 Per (1) 2018_9 1.498990e-01
1815 MERS (1) 2018_9 1.043316e-01
1816 CPI (1) 2018_9 5.723006e-02
1817 HA (47) 2018_9 9.336392e-02
1818 Cho (2) 2018_9 2.519998e-03
1819 TF (6) 2018_9 1.028663e-01
1820 BD (11) 2018_9 9.683396e-02
1821 HE (5) 2018_9 7.491746e-02
1822 PF (4) 2018_9 2.866365e-02
1823 PWM (1) 2018_9 8.761636e-02
1824 AD (2) 2018_9 4.395437e-02
1825 RoI (9) 2018_9 1.459075e-01
1826 ECI (20) 2018_9 2.529325e-01
1827 CF (13) 2018_9 1.569812e-01
1828 Clo (1) 2018_9 2.373473e-01
1829 Bru (1) 2018_9 3.550335e-02
1830 Zika (9) 2018_9 8.611025e-02
1831 EB (7) 2018_9 9.249722e-03
1832 Rab (2) 2018_9 1.574314e-01
1833 EIE (1) 2018_9 6.541439e-02
1834 FE (1) 2018_9 3.036640e-02
1835 NGI (24) 2018_9 1.699136e-01
1836 CIHT (2) 2018_9 1.182956e-01
1837 Tri (1) 2018_9 2.508536e-02
1838 Wart (38) 2018_9 1.303490e-01
1839 EBVI (79) 2018_9 1.017967e-02
1840 NT (1) 2018_9 2.677816e-03
1841 Tra (3) 2018_9 1.159207e-01
1842 CI (76) 2014_9 1.067396e-01
1843 RhI (228) 2014_9 4.576436e-02
1844 HMVI (45) 2014_9 1.588120e-01
1845 HII (116) 2014_9 1.458666e-01
1846 EM (31) 2014_9 1.263215e-01
1847 SI (3) 2014_9 1.761524e-01
1848 IAP (1) 2014_9 3.040310e-02
1849 AdI (60) 2014_9 4.818837e-02
1850 PVI (31) 2014_9 6.552041e-02
1851 CP (104) 2014_9 1.158723e-01
1852 RSVI (69) 2014_9 2.513633e-01
1853 PnI (15) 2014_9 1.864982e-01
1854 Mea (20) 2014_9 3.732357e-02
1855 BVI (2) 2014_9 7.547946e-02
1856 MPI (3) 2014_9 4.540134e-03
1857 LD (7) 2014_9 1.457822e-01
1858 Per (1) 2014_9 8.415009e-02
1859 MERS (1) 2014_9 6.790857e-02
1860 CPI (1) 2014_9 6.058615e-02
1861 HA (47) 2014_9 1.007552e-01
1862 Cho (2) 2014_9 1.383957e-01
1863 TF (6) 2014_9 1.457864e-01
1864 BD (11) 2014_9 1.181742e-01
1865 HE (5) 2014_9 6.569814e-02
1866 PF (4) 2014_9 1.189019e-01
1867 PWM (1) 2014_9 1.414321e-01
1868 AD (2) 2014_9 1.246260e-01
1869 NI (173) 2014_9 1.425833e-02
1870 RoI (9) 2014_9 8.595407e-02
1871 ECI (20) 2014_9 7.603257e-02
1872 VPI (2) 2014_9 5.103158e-03
1873 CF (13) 2014_9 6.276766e-04
1874 Clo (1) 2014_9 1.807401e-02
1875 Bru (1) 2014_9 8.340987e-02
1876 Zika (9) 2014_9 1.637328e-01
1877 EB (7) 2014_9 3.557711e-02
1878 TD (8) 2014_9 6.734155e-03
1879 Rab (2) 2014_9 1.736757e-01
1880 EIE (1) 2014_9 2.290420e-02
1881 FE (1) 2014_9 2.504038e-01
1882 NGI (24) 2014_9 6.139838e-02
1883 CIHT (2) 2014_9 7.864680e-02
1884 Tri (1) 2014_9 8.985384e-02
1885 Her (63) 2014_9 1.520817e-01
1886 EI (36) 2014_9 2.547998e-01
1887 AHC (94) 2014_9 9.397825e-02
1888 Wart (38) 2014_9 1.131025e-01
1889 EBVI (79) 2014_9 5.852162e-04
1890 NT (1) 2014_9 2.418075e-02
1891 Tra (3) 2014_9 1.322237e-01
1892 HMVI (45) 2017_10 3.136745e-02
1893 EM (31) 2017_10 7.513654e-02
1894 SI (3) 2017_10 3.704089e-02
1895 IAP (1) 2017_10 7.861353e-02
1896 PVI (31) 2017_10 2.235947e-01
1897 PnI (15) 2017_10 1.195244e-01
1898 Mea (20) 2017_10 1.467150e-01
1899 BVI (2) 2017_10 1.219311e-02
1900 MPI (3) 2017_10 9.035898e-03
1901 LD (7) 2017_10 1.393069e-01
1902 Per (1) 2017_10 2.888493e-02
1903 MERS (1) 2017_10 2.019391e-02
1904 CPI (1) 2017_10 7.981358e-02
1905 HA (47) 2017_10 7.270146e-02
1906 Cho (2) 2017_10 9.589886e-03
1907 TF (6) 2017_10 1.277584e-01
1908 BD (11) 2017_10 7.834736e-02
1909 HE (5) 2017_10 1.175497e-01
1910 PF (4) 2017_10 7.379564e-02
1911 PWM (1) 2017_10 1.277590e-01
1912 AD (2) 2017_10 4.983108e-02
1913 NI (173) 2017_10 1.310920e-01
1914 RoI (9) 2017_10 2.151045e-01
1915 ECI (20) 2017_10 1.679014e-01
1916 VPI (2) 2017_10 1.401373e-01
1917 Clo (1) 2017_10 7.147928e-02
1918 Bru (1) 2017_10 1.343707e-01
1919 Zika (9) 2017_10 6.825020e-03
1920 EB (7) 2017_10 5.277757e-02
1921 TD (8) 2017_10 9.132789e-02
1922 Rab (2) 2017_10 5.512119e-02
1923 EIE (1) 2017_10 2.045909e-02
1924 FE (1) 2017_10 3.150972e-02
1925 NGI (24) 2017_10 2.916084e-01
1926 CIHT (2) 2017_10 2.261471e-02
1927 Tri (1) 2017_10 5.728004e-02
1928 EI (36) 2017_10 2.407535e-02
1929 NT (1) 2017_10 1.417906e-02
1930 Tra (3) 2017_10 1.478755e-01
1931 CI (76) 2015_10 2.388837e-02
1932 RhI (228) 2015_10 1.201363e-02
1933 HMVI (45) 2015_10 4.769622e-02
1934 HII (116) 2015_10 3.317237e-02
1935 SI (3) 2015_10 2.059064e-01
1936 IAP (1) 2015_10 1.328460e-01
1937 AdI (60) 2015_10 2.111293e-01
1938 PVI (31) 2015_10 2.515919e-02
1939 RSVI (69) 2015_10 1.457120e-01
1940 PnI (15) 2015_10 1.899177e-01
1941 BVI (2) 2015_10 1.056081e-01
1942 MPI (3) 2015_10 9.764313e-02
1943 LD (7) 2015_10 1.171217e-01
1944 Per (1) 2015_10 6.683239e-02
1945 MERS (1) 2015_10 2.935248e-02
1946 CPI (1) 2015_10 1.243835e-01
1947 HA (47) 2015_10 6.659993e-02
1948 Cho (2) 2015_10 1.241260e-02
1949 TF (6) 2015_10 1.671347e-01
1950 BD (11) 2015_10 1.027347e-01
1951 HE (5) 2015_10 1.047794e-01
1952 PF (4) 2015_10 5.487682e-02
1953 PWM (1) 2015_10 1.005815e-01
1954 AD (2) 2015_10 5.678678e-02
1955 NI (173) 2015_10 8.832775e-02
1956 RoI (9) 2015_10 3.489594e-02
1957 ECI (20) 2015_10 1.525098e-01
1958 VPI (2) 2015_10 5.017840e-02
1959 CF (13) 2015_10 1.614488e-01
1960 Clo (1) 2015_10 1.147827e-01
1961 Bru (1) 2015_10 5.086216e-02
1962 Zika (9) 2015_10 2.203405e-02
1963 EB (7) 2015_10 1.819042e-01
1964 TD (8) 2015_10 1.504141e-02
1965 Rab (2) 2015_10 1.649555e-01
1966 EIE (1) 2015_10 9.971396e-02
1967 FE (1) 2015_10 1.025511e-01
1968 NGI (24) 2015_10 3.467992e-02
1969 CIHT (2) 2015_10 6.367715e-02
1970 Tri (1) 2015_10 1.180009e-01
1971 EI (36) 2015_10 1.766437e-02
1972 AHC (94) 2015_10 3.551648e-02
1973 Wart (38) 2015_10 3.774468e-02
1974 EBVI (79) 2015_10 6.368560e-02
1975 NT (1) 2015_10 3.604856e-02
1976 Tra (3) 2015_10 4.116037e-02
1977 RhI (228) 2016_10 3.369379e-02
1978 HMVI (45) 2016_10 4.415892e-02
1979 HII (116) 2016_10 1.319228e-01
1980 EM (31) 2016_10 2.741359e-02
1981 SI (3) 2016_10 5.152683e-02
1982 IAP (1) 2016_10 1.706893e-01
1983 AdI (60) 2016_10 5.436811e-02
1984 PVI (31) 2016_10 2.146019e-01
1985 CP (104) 2016_10 4.607624e-02
1986 RSVI (69) 2016_10 7.359993e-02
1987 PnI (15) 2016_10 7.529475e-02
1988 Mea (20) 2016_10 5.412931e-02
1989 BVI (2) 2016_10 8.516291e-02
1990 MPI (3) 2016_10 1.779751e-02
1991 LD (7) 2016_10 1.222654e-01
1992 Per (1) 2016_10 1.072609e-01
1993 MERS (1) 2016_10 5.112323e-03
1994 CPI (1) 2016_10 6.041403e-02
1995 HA (47) 2016_10 7.807586e-02
1996 Cho (2) 2016_10 2.300068e-02
1997 TF (6) 2016_10 1.209708e-01
1998 BD (11) 2016_10 2.158501e-01
1999 HE (5) 2016_10 2.406555e-02
2000 PF (4) 2016_10 4.346167e-02
2001 PWM (1) 2016_10 7.235167e-02
2002 AD (2) 2016_10 1.630340e-02
2003 NI (173) 2016_10 3.039816e-03
2004 RoI (9) 2016_10 2.091802e-01
2005 ECI (20) 2016_10 1.029110e-01
2006 VPI (2) 2016_10 9.932174e-02
2007 CF (13) 2016_10 3.079667e-02
2008 Clo (1) 2016_10 6.875595e-02
2009 Bru (1) 2016_10 9.211119e-02
2010 Zika (9) 2016_10 8.079347e-02
2011 EB (7) 2016_10 2.270386e-02
2012 TD (8) 2016_10 5.710702e-03
2013 Rab (2) 2016_10 1.295206e-01
2014 EIE (1) 2016_10 1.189192e-01
2015 FE (1) 2016_10 2.122807e-02
2016 NGI (24) 2016_10 1.459938e-02
2017 CIHT (2) 2016_10 7.527226e-02
2018 Tri (1) 2016_10 1.553493e-01
2019 Her (63) 2016_10 2.102710e-02
2020 EI (36) 2016_10 6.748729e-02
2021 Wart (38) 2016_10 4.232322e-02
2022 EBVI (79) 2016_10 4.008180e-03
2023 NT (1) 2016_10 7.899246e-03
2024 HMVI (45) 2018_10 6.236532e-02
2025 SI (3) 2018_10 8.944798e-02
2026 IAP (1) 2018_10 9.986723e-03
2027 PVI (31) 2018_10 2.470278e-02
2028 Mea (20) 2018_10 9.340951e-02
2029 BVI (2) 2018_10 1.629882e-01
2030 Per (1) 2018_10 8.807762e-03
2031 MERS (1) 2018_10 4.986720e-02
2032 CPI (1) 2018_10 2.958469e-03
2033 HA (47) 2018_10 7.013598e-02
2034 Cho (2) 2018_10 3.184955e-02
2035 TF (6) 2018_10 3.365955e-02
2036 BD (11) 2018_10 1.212915e-01
2037 HE (5) 2018_10 8.874211e-02
2038 PF (4) 2018_10 1.547864e-01
2039 PWM (1) 2018_10 4.491124e-02
2040 AD (2) 2018_10 2.808220e-02
2041 NI (173) 2018_10 4.602419e-02
2042 RoI (9) 2018_10 6.387759e-03
2043 VPI (2) 2018_10 4.736848e-02
2044 Clo (1) 2018_10 1.963714e-01
2045 Bru (1) 2018_10 5.015219e-02
2046 Zika (9) 2018_10 6.859916e-02
2047 EB (7) 2018_10 1.944818e-02
2048 TD (8) 2018_10 7.005275e-02
2049 Rab (2) 2018_10 5.356945e-02
2050 EIE (1) 2018_10 3.357490e-02
2051 FE (1) 2018_10 1.534832e-01
2052 NGI (24) 2018_10 9.712292e-02
2053 CIHT (2) 2018_10 2.068935e-01
2054 Tri (1) 2018_10 4.033395e-02
2055 EI (36) 2018_10 6.871825e-02
2056 Wart (38) 2018_10 1.148600e-01
2057 EBVI (79) 2018_10 9.779073e-02
2058 NT (1) 2018_10 3.500774e-02
2059 Tra (3) 2018_10 1.977403e-03
2060 Inf (6353) 2014_10 2.008526e-02
2061 CI (76) 2014_10 2.220764e-01
2062 RhI (228) 2014_10 1.224321e-01
2063 HMVI (45) 2014_10 3.130711e-03
2064 HII (116) 2014_10 7.780352e-02
2065 EM (31) 2014_10 6.967689e-02
2066 SI (3) 2014_10 1.149541e-01
2067 IAP (1) 2014_10 2.755883e-02
2068 AdI (60) 2014_10 9.438446e-02
2069 PVI (31) 2014_10 3.686960e-02
2070 CP (104) 2014_10 1.849035e-02
2071 RSVI (69) 2014_10 5.802952e-02
2072 PnI (15) 2014_10 8.640536e-02
2073 Mea (20) 2014_10 4.819592e-03
2074 BVI (2) 2014_10 8.411947e-02
2075 MPI (3) 2014_10 3.268520e-02
2076 LD (7) 2014_10 1.001470e-02
2077 Per (1) 2014_10 4.878202e-02
2078 MERS (1) 2014_10 8.939184e-02
2079 CPI (1) 2014_10 4.051396e-03
2080 HA (47) 2014_10 5.558052e-02
2081 Cho (2) 2014_10 1.045573e-01
2082 TF (6) 2014_10 1.496507e-02
2083 BD (11) 2014_10 3.202983e-02
2084 HE (5) 2014_10 2.956645e-02
2085 PF (4) 2014_10 4.573195e-02
2086 PWM (1) 2014_10 2.361798e-03
2087 AD (2) 2014_10 6.662142e-02
2088 NI (173) 2014_10 8.297142e-02
2089 RoI (9) 2014_10 3.785206e-02
2090 ECI (20) 2014_10 1.456837e-01
2091 VPI (2) 2014_10 6.871356e-02
2092 CF (13) 2014_10 2.847987e-02
2093 Clo (1) 2014_10 4.306806e-02
2094 Bru (1) 2014_10 4.546205e-02
2095 Zika (9) 2014_10 2.215723e-02
2096 EB (7) 2014_10 5.240388e-03
2097 TD (8) 2014_10 6.762516e-02
2098 Rab (2) 2014_10 9.314413e-02
2099 EIE (1) 2014_10 9.463078e-02
2100 FE (1) 2014_10 1.124140e-01
2101 NGI (24) 2014_10 1.367997e-01
2102 CIHT (2) 2014_10 4.063618e-02
2103 Tri (1) 2014_10 3.644819e-02
2104 Her (63) 2014_10 3.612180e-02
2105 EI (36) 2014_10 7.300810e-02
2106 AHC (94) 2014_10 2.396262e-02
2107 Wart (38) 2014_10 3.233448e-02
2108 EBVI (79) 2014_10 5.182715e-02
2109 NT (1) 2014_10 1.582202e-01
2110 Tra (3) 2014_10 2.408166e-01
2111 EM (31) 2017_11 6.757803e-03
2112 SI (3) 2017_11 1.382129e-02
2113 IAP (1) 2017_11 9.596096e-02
2114 PVI (31) 2017_11 4.854259e-02
2115 CP (104) 2017_11 1.867088e-01
2116 Mea (20) 2017_11 1.054969e-01
2117 BVI (2) 2017_11 1.563361e-01
2118 MPI (3) 2017_11 2.102735e-01
2119 LD (7) 2017_11 6.635638e-02
2120 Per (1) 2017_11 2.620804e-02
2121 MERS (1) 2017_11 5.515672e-02
2122 CPI (1) 2017_11 4.592870e-02
2123 HA (47) 2017_11 4.332050e-02
2124 Cho (2) 2017_11 9.589009e-02
2125 TF (6) 2017_11 1.415045e-03
2126 HE (5) 2017_11 5.979330e-02
2127 PF (4) 2017_11 1.733990e-01
2128 PWM (1) 2017_11 5.794519e-02
2129 AD (2) 2017_11 1.814763e-01
2130 ECI (20) 2017_11 5.531600e-02
2131 VPI (2) 2017_11 9.675887e-03
2132 Clo (1) 2017_11 2.156535e-01
2133 Bru (1) 2017_11 1.124659e-01
2134 Zika (9) 2017_11 2.189626e-02
2135 EB (7) 2017_11 8.122705e-02
2136 Rab (2) 2017_11 2.225136e-02
2137 EIE (1) 2017_11 6.436486e-02
2138 FE (1) 2017_11 9.638114e-02
2139 NGI (24) 2017_11 1.741297e-02
2140 CIHT (2) 2017_11 3.170060e-02
2141 Tri (1) 2017_11 2.593857e-02
2142 EI (36) 2017_11 2.128317e-02
2143 NT (1) 2017_11 5.707480e-02
2144 Tra (3) 2017_11 4.743452e-02
2145 CI (76) 2015_11 1.894511e-03
2146 RhI (228) 2015_11 5.295065e-03
2147 HMVI (45) 2015_11 1.848787e-01
2148 HII (116) 2015_11 5.736686e-02
2149 EM (31) 2015_11 1.389644e-01
2150 SI (3) 2015_11 1.505718e-01
2151 IAP (1) 2015_11 3.938831e-02
2152 AdI (60) 2015_11 6.079837e-03
2153 PVI (31) 2015_11 3.836002e-02
2154 PnI (15) 2015_11 1.191263e-01
2155 Mea (20) 2015_11 5.444003e-02
2156 BVI (2) 2015_11 1.112070e-01
2157 MPI (3) 2015_11 4.263103e-02
2158 LD (7) 2015_11 2.078402e-02
2159 Per (1) 2015_11 1.185169e-01
2160 MERS (1) 2015_11 1.012072e-02
2161 CPI (1) 2015_11 1.580245e-01
2162 HA (47) 2015_11 7.465555e-02
2163 Cho (2) 2015_11 1.107592e-01
2164 TF (6) 2015_11 5.107373e-02
2165 BD (11) 2015_11 4.334441e-02
2166 HE (5) 2015_11 1.142227e-02
2167 PF (4) 2015_11 3.963576e-02
2168 PWM (1) 2015_11 2.507864e-02
2169 AD (2) 2015_11 4.917205e-02
2170 NI (173) 2015_11 3.095788e-02
2171 RoI (9) 2015_11 1.334670e-01
2172 ECI (20) 2015_11 9.981978e-03
2173 VPI (2) 2015_11 8.232080e-02
2174 CF (13) 2015_11 2.659031e-02
2175 Clo (1) 2015_11 8.053346e-02
2176 Bru (1) 2015_11 2.381967e-01
2177 Zika (9) 2015_11 3.636830e-02
2178 EB (7) 2015_11 2.263536e-02
2179 TD (8) 2015_11 9.824932e-02
2180 Rab (2) 2015_11 1.381286e-01
2181 EIE (1) 2015_11 5.586819e-02
2182 FE (1) 2015_11 7.645705e-02
2183 NGI (24) 2015_11 4.651575e-02
2184 CIHT (2) 2015_11 8.621783e-02
2185 Tri (1) 2015_11 7.233609e-02
2186 EI (36) 2015_11 2.064978e-02
2187 EBVI (79) 2015_11 4.893309e-02
2188 NT (1) 2015_11 4.805035e-02
2189 Tra (3) 2015_11 1.894978e-01
2190 CI (76) 2016_11 7.652880e-02
2191 RhI (228) 2016_11 2.744024e-02
2192 HMVI (45) 2016_11 8.027489e-02
2193 SI (3) 2016_11 1.114514e-01
2194 IAP (1) 2016_11 3.775013e-03
2195 AdI (60) 2016_11 1.503358e-01
2196 PVI (31) 2016_11 8.883931e-03
2197 RSVI (69) 2016_11 1.010490e-01
2198 PnI (15) 2016_11 1.219220e-02
2199 Mea (20) 2016_11 2.198026e-01
2200 BVI (2) 2016_11 7.802125e-02
2201 MPI (3) 2016_11 3.227357e-02
2202 LD (7) 2016_11 1.546553e-01
2203 Per (1) 2016_11 4.934021e-02
2204 MERS (1) 2016_11 3.759790e-02
2205 CPI (1) 2016_11 8.648193e-02
2206 HA (47) 2016_11 9.164562e-02
2207 Cho (2) 2016_11 6.773166e-02
2208 TF (6) 2016_11 1.469062e-01
2209 BD (11) 2016_11 1.040310e-01
2210 HE (5) 2016_11 6.936652e-02
2211 PF (4) 2016_11 1.215463e-01
2212 PWM (1) 2016_11 3.244250e-02
2213 AD (2) 2016_11 8.595769e-02
2214 NI (173) 2016_11 3.096293e-02
2215 RoI (9) 2016_11 9.491009e-02
2216 ECI (20) 2016_11 7.310622e-02
2217 VPI (2) 2016_11 1.500529e-02
2218 CF (13) 2016_11 3.056301e-02
2219 Clo (1) 2016_11 2.213584e-02
2220 Bru (1) 2016_11 8.964912e-02
2221 Zika (9) 2016_11 1.990892e-01
2222 EB (7) 2016_11 5.252355e-02
2223 TD (8) 2016_11 1.952717e-02
2224 Rab (2) 2016_11 6.491609e-02
2225 EIE (1) 2016_11 1.445892e-01
2226 FE (1) 2016_11 1.153336e-01
2227 NGI (24) 2016_11 1.133187e-03
2228 CIHT (2) 2016_11 1.312814e-01
2229 Tri (1) 2016_11 1.882954e-01
2230 EI (36) 2016_11 8.835954e-02
2231 AHC (94) 2016_11 1.000869e-01
2232 Wart (38) 2016_11 9.299636e-02
2233 EBVI (79) 2016_11 1.720573e-02
2234 NT (1) 2016_11 1.033973e-01
2235 Tra (3) 2016_11 4.164269e-02
2236 HMVI (45) 2018_11 7.032170e-03
2237 EM (31) 2018_11 7.694605e-02
2238 SI (3) 2018_11 6.742175e-02
2239 IAP (1) 2018_11 9.620812e-02
2240 PVI (31) 2018_11 5.363743e-02
2241 RSVI (69) 2018_11 6.710088e-02
2242 PnI (15) 2018_11 4.764749e-02
2243 Mea (20) 2018_11 7.428897e-02
2244 BVI (2) 2018_11 1.686170e-01
2245 MPI (3) 2018_11 6.308757e-02
2246 LD (7) 2018_11 7.705895e-03
2247 Per (1) 2018_11 6.060765e-03
2248 MERS (1) 2018_11 1.132128e-01
2249 CPI (1) 2018_11 7.935158e-02
2250 HA (47) 2018_11 1.244015e-01
2251 Cho (2) 2018_11 3.131915e-02
2252 TF (6) 2018_11 6.131878e-02
2253 HE (5) 2018_11 1.057461e-02
2254 PF (4) 2018_11 4.900197e-02
2255 PWM (1) 2018_11 1.072156e-02
2256 AD (2) 2018_11 8.005072e-02
2257 RoI (9) 2018_11 1.816243e-02
2258 VPI (2) 2018_11 2.441931e-01
2259 CF (13) 2018_11 4.085117e-02
2260 Clo (1) 2018_11 5.559662e-02
2261 Bru (1) 2018_11 6.925977e-03
2262 Zika (9) 2018_11 7.883277e-02
2263 EB (7) 2018_11 5.859824e-02
2264 TD (8) 2018_11 7.456467e-02
2265 Rab (2) 2018_11 7.560449e-02
2266 EIE (1) 2018_11 1.638581e-01
2267 FE (1) 2018_11 1.041597e-02
2268 NGI (24) 2018_11 1.730067e-01
2269 CIHT (2) 2018_11 3.804852e-02
2270 Tri (1) 2018_11 5.528024e-02
2271 Her (63) 2018_11 2.433937e-02
2272 EI (36) 2018_11 6.570122e-02
2273 NT (1) 2018_11 1.720301e-02
2274 Tra (3) 2018_11 5.482993e-02
2275 CI (76) 2014_11 1.719608e-02
2276 RhI (228) 2014_11 3.078148e-02
2277 HMVI (45) 2014_11 8.533229e-03
2278 HII (116) 2014_11 1.314407e-02
2279 EM (31) 2014_11 5.113519e-02
2280 TB (184) 2014_11 6.761839e-02
2281 SI (3) 2014_11 1.239678e-01
2282 IAP (1) 2014_11 2.300760e-01
2283 AdI (60) 2014_11 1.577205e-01
2284 PVI (31) 2014_11 3.544179e-02
2285 CP (104) 2014_11 1.722887e-01
2286 RSVI (69) 2014_11 1.541980e-02
2287 PnI (15) 2014_11 9.802732e-02
2288 Mea (20) 2014_11 8.781067e-02
2289 BVI (2) 2014_11 1.129747e-01
2290 MPI (3) 2014_11 1.013149e-01
2291 LD (7) 2014_11 2.337446e-02
2292 Per (1) 2014_11 7.260813e-02
2293 MERS (1) 2014_11 9.729317e-02
2294 CPI (1) 2014_11 9.163920e-02
2295 HA (47) 2014_11 8.679755e-02
2296 Cho (2) 2014_11 1.212605e-01
2297 TF (6) 2014_11 1.912520e-01
2298 BD (11) 2014_11 6.049327e-02
2299 HE (5) 2014_11 9.281116e-02
2300 PF (4) 2014_11 4.358507e-02
2301 PWM (1) 2014_11 9.591244e-02
2302 AD (2) 2014_11 1.667717e-01
2303 NI (173) 2014_11 2.701466e-02
2304 RoI (9) 2014_11 1.879038e-01
2305 ECI (20) 2014_11 6.514020e-02
2306 VPI (2) 2014_11 1.290311e-01
2307 CF (13) 2014_11 4.306022e-02
2308 Clo (1) 2014_11 3.534777e-03
2309 Bru (1) 2014_11 9.125481e-02
2310 Zika (9) 2014_11 4.585142e-02
2311 EB (7) 2014_11 5.289216e-03
2312 TD (8) 2014_11 3.820741e-02
2313 Rab (2) 2014_11 6.678079e-03
2314 EIE (1) 2014_11 7.797199e-03
2315 FE (1) 2014_11 2.834855e-02
2316 NGI (24) 2014_11 4.243720e-02
2317 CIHT (2) 2014_11 4.359375e-02
2318 Tri (1) 2014_11 1.355705e-01
2319 Her (63) 2014_11 9.462715e-02
2320 AHC (94) 2014_11 1.469324e-02
2321 Wart (38) 2014_11 1.637577e-03
2322 EBVI (79) 2014_11 6.409186e-02
2323 NT (1) 2014_11 1.477739e-02
2324 Tra (3) 2014_11 9.867829e-02
2325 EM (31) 2017_12 9.492974e-02
2326 SI (3) 2017_12 1.818952e-01
2327 IAP (1) 2017_12 1.081699e-01
2328 AdI (60) 2017_12 2.259641e-02
2329 PVI (31) 2017_12 1.016776e-01
2330 RSVI (69) 2017_12 1.263787e-01
2331 PnI (15) 2017_12 7.245917e-02
2332 Mea (20) 2017_12 8.423823e-02
2333 BVI (2) 2017_12 1.257706e-02
2334 MPI (3) 2017_12 3.228720e-02
2335 LD (7) 2017_12 1.947098e-04
2336 Per (1) 2017_12 5.046907e-02
2337 MERS (1) 2017_12 8.999146e-02
2338 CPI (1) 2017_12 1.689469e-01
2339 HA (47) 2017_12 4.090704e-02
2340 Cho (2) 2017_12 9.155647e-02
2341 TF (6) 2017_12 2.008587e-02
2342 BD (11) 2017_12 3.122104e-01
2343 HE (5) 2017_12 3.286158e-02
2344 PF (4) 2017_12 1.245681e-01
2345 PWM (1) 2017_12 1.430982e-02
2346 AD (2) 2017_12 3.785432e-02
2347 ECI (20) 2017_12 6.104171e-02
2348 VPI (2) 2017_12 1.112446e-02
2349 CF (13) 2017_12 1.741784e-01
2350 Clo (1) 2017_12 4.018467e-02
2351 Bru (1) 2017_12 5.873291e-02
2352 Zika (9) 2017_12 9.387358e-02
2353 EB (7) 2017_12 2.171742e-01
2354 TD (8) 2017_12 8.756188e-02
2355 Rab (2) 2017_12 1.327111e-01
2356 EIE (1) 2017_12 9.335113e-02
2357 FE (1) 2017_12 1.489455e-01
2358 NGI (24) 2017_12 2.748547e-01
2359 CIHT (2) 2017_12 1.390734e-01
2360 Tri (1) 2017_12 3.937239e-02
2361 Her (63) 2017_12 4.949707e-02
2362 EI (36) 2017_12 1.281618e-01
2363 NT (1) 2017_12 4.118327e-02
2364 Tra (3) 2017_12 3.496765e-03
2365 CI (76) 2015_12 4.502562e-02
2366 RhI (228) 2015_12 3.258792e-02
2367 HMVI (45) 2015_12 6.743152e-02
2368 EM (31) 2015_12 8.308156e-02
2369 SI (3) 2015_12 6.456355e-02
2370 IAP (1) 2015_12 1.884493e-02
2371 AdI (60) 2015_12 1.122381e-01
2372 PVI (31) 2015_12 7.333336e-02
2373 RSVI (69) 2015_12 1.527520e-01
2374 PnI (15) 2015_12 1.480517e-01
2375 Mea (20) 2015_12 9.726346e-02
2376 BVI (2) 2015_12 3.831351e-02
2377 MPI (3) 2015_12 4.313469e-02
2378 LD (7) 2015_12 4.876848e-02
2379 Per (1) 2015_12 3.116979e-02
2380 MERS (1) 2015_12 8.091856e-02
2381 CPI (1) 2015_12 3.563968e-02
2382 HA (47) 2015_12 1.756361e-01
2383 Cho (2) 2015_12 1.760588e-01
2384 TF (6) 2015_12 7.716591e-03
2385 BD (11) 2015_12 2.499387e-02
2386 HE (5) 2015_12 2.207474e-01
2387 PF (4) 2015_12 7.164472e-02
2388 PWM (1) 2015_12 1.275612e-02
2389 AD (2) 2015_12 1.561786e-01
2390 NI (173) 2015_12 1.912869e-01
2391 RoI (9) 2015_12 1.155444e-01
2392 ECI (20) 2015_12 9.803068e-02
2393 VPI (2) 2015_12 2.753961e-02
2394 CF (13) 2015_12 4.308392e-02
2395 Clo (1) 2015_12 2.206892e-02
2396 Bru (1) 2015_12 1.512329e-01
2397 Zika (9) 2015_12 5.305524e-02
2398 EB (7) 2015_12 4.604860e-02
2399 TD (8) 2015_12 1.025813e-02
2400 Rab (2) 2015_12 1.722885e-01
2401 EIE (1) 2015_12 5.767705e-02
2402 FE (1) 2015_12 1.762644e-02
2403 NGI (24) 2015_12 6.053983e-02
2404 CIHT (2) 2015_12 1.140228e-01
2405 Tri (1) 2015_12 7.359479e-02
2406 Her (63) 2015_12 9.506287e-02
2407 EI (36) 2015_12 2.835209e-01
2408 Wart (38) 2015_12 1.925629e-02
2409 EBVI (79) 2015_12 1.602536e-02
2410 NT (1) 2015_12 3.345479e-03
2411 Tra (3) 2015_12 1.943646e-01
2412 CI (76) 2016_12 7.639271e-02
2413 RhI (228) 2016_12 1.509906e-02
2414 HMVI (45) 2016_12 1.066190e-01
2415 EM (31) 2016_12 9.387278e-02
2416 SI (3) 2016_12 6.849893e-02
2417 IAP (1) 2016_12 1.314948e-01
2418 AdI (60) 2016_12 8.898158e-03
2419 PVI (31) 2016_12 6.571986e-02
2420 CP (104) 2016_12 8.920595e-02
2421 RSVI (69) 2016_12 1.445180e-01
2422 PnI (15) 2016_12 5.945315e-02
2423 Mea (20) 2016_12 3.449325e-02
2424 BVI (2) 2016_12 4.452842e-02
2425 MPI (3) 2016_12 9.515556e-03
2426 LD (7) 2016_12 5.063665e-02
2427 Per (1) 2016_12 1.814199e-01
2428 MERS (1) 2016_12 3.961345e-03
2429 CPI (1) 2016_12 1.807023e-02
2430 HA (47) 2016_12 5.854145e-02
2431 Cho (2) 2016_12 5.065547e-03
2432 TF (6) 2016_12 7.277651e-02
2433 BD (11) 2016_12 1.239712e-02
2434 HE (5) 2016_12 5.435227e-02
2435 PF (4) 2016_12 1.463741e-01
2436 PWM (1) 2016_12 1.139037e-02
2437 AD (2) 2016_12 4.162160e-02
2438 NI (173) 2016_12 1.090543e-01
2439 RoI (9) 2016_12 3.130692e-02
2440 ECI (20) 2016_12 4.719949e-02
2441 VPI (2) 2016_12 1.923430e-02
2442 CF (13) 2016_12 7.934838e-02
2443 Clo (1) 2016_12 1.040899e-01
2444 Bru (1) 2016_12 9.284640e-02
2445 Zika (9) 2016_12 2.244892e-02
2446 EB (7) 2016_12 1.228156e-01
2447 TD (8) 2016_12 1.803350e-02
2448 Rab (2) 2016_12 1.269655e-01
2449 EIE (1) 2016_12 2.147636e-03
2450 FE (1) 2016_12 1.537292e-01
2451 NGI (24) 2016_12 5.913832e-02
2452 CIHT (2) 2016_12 3.818193e-02
2453 Tri (1) 2016_12 3.006034e-02
2454 Her (63) 2016_12 2.733615e-02
2455 EI (36) 2016_12 1.469388e-01
2456 Wart (38) 2016_12 1.399196e-01
2457 EBVI (79) 2016_12 3.562969e-02
2458 NT (1) 2016_12 1.106649e-02
2459 Tra (3) 2016_12 1.354089e-01
2460 CI (76) 2018_12 6.277533e-02
2461 HMVI (45) 2018_12 2.108240e-01
2462 HII (116) 2018_12 1.598010e-01
2463 EM (31) 2018_12 1.292547e-02
2464 SI (3) 2018_12 5.924651e-02
2465 IAP (1) 2018_12 1.266623e-01
2466 PVI (31) 2018_12 2.226052e-01
2467 CP (104) 2018_12 2.146297e-02
2468 RSVI (69) 2018_12 4.939489e-02
2469 Mea (20) 2018_12 1.178067e-01
2470 BVI (2) 2018_12 9.995858e-02
2471 MPI (3) 2018_12 8.265642e-02
2472 LD (7) 2018_12 1.540870e-01
2473 Per (1) 2018_12 1.101702e-02
2474 MERS (1) 2018_12 1.551281e-01
2475 CPI (1) 2018_12 7.415514e-02
2476 HA (47) 2018_12 5.788076e-02
2477 Cho (2) 2018_12 6.743127e-02
2478 TF (6) 2018_12 6.045145e-02
2479 BD (11) 2018_12 4.339841e-02
2480 HE (5) 2018_12 8.743846e-02
2481 PF (4) 2018_12 3.756214e-02
2482 PWM (1) 2018_12 7.557262e-03
2483 AD (2) 2018_12 1.119008e-01
2484 NI (173) 2018_12 1.105580e-01
2485 RoI (9) 2018_12 1.695294e-01
2486 ECI (20) 2018_12 2.141955e-01
2487 VPI (2) 2018_12 7.144813e-02
2488 CF (13) 2018_12 5.219312e-02
2489 Clo (1) 2018_12 3.964217e-02
2490 Bru (1) 2018_12 5.909614e-02
2491 Zika (9) 2018_12 4.019822e-02
2492 EB (7) 2018_12 3.881698e-02
2493 TD (8) 2018_12 5.866260e-02
2494 Rab (2) 2018_12 8.884038e-02
2495 FE (1) 2018_12 7.913688e-02
2496 CIHT (2) 2018_12 1.342999e-01
2497 Tri (1) 2018_12 2.082210e-01
2498 Her (63) 2018_12 5.464418e-02
2499 EI (36) 2018_12 1.066189e-01
2500 AHC (94) 2018_12 1.327267e-01
2501 Wart (38) 2018_12 3.574838e-02
2502 NT (1) 2018_12 1.045467e-01
2503 Tra (3) 2018_12 6.383892e-02
2504 Inf (6353) 2014_12 4.456407e-02
2505 CI (76) 2014_12 8.004447e-02
2506 RhI (228) 2014_12 2.703507e-02
2507 HMVI (45) 2014_12 5.920307e-03
2508 HII (116) 2014_12 5.123188e-02
2509 EM (31) 2014_12 1.845852e-01
2510 SI (3) 2014_12 3.430963e-02
2511 IAP (1) 2014_12 5.749001e-02
2512 AdI (60) 2014_12 2.367146e-02
2513 PVI (31) 2014_12 3.887477e-02
2514 CP (104) 2014_12 1.000204e-01
2515 RSVI (69) 2014_12 1.177536e-01
2516 PnI (15) 2014_12 2.273671e-01
2517 Mea (20) 2014_12 1.224575e-01
2518 BVI (2) 2014_12 1.679548e-01
2519 MPI (3) 2014_12 2.445504e-02
2520 LD (7) 2014_12 1.009173e-01
2521 Per (1) 2014_12 5.301058e-02
2522 MERS (1) 2014_12 1.416884e-01
2523 CPI (1) 2014_12 6.345134e-02
2524 HA (47) 2014_12 5.938981e-02
2525 Cho (2) 2014_12 1.977992e-01
2526 TF (6) 2014_12 2.963253e-02
2527 BD (11) 2014_12 7.288032e-02
2528 HE (5) 2014_12 9.609471e-02
2529 PF (4) 2014_12 8.732474e-02
2530 PWM (1) 2014_12 1.037543e-01
2531 AD (2) 2014_12 1.295206e-01
2532 NI (173) 2014_12 1.838743e-01
2533 RoI (9) 2014_12 6.986343e-02
2534 ECI (20) 2014_12 8.650244e-02
2535 VPI (2) 2014_12 4.179113e-02
2536 CF (13) 2014_12 9.636005e-02
2537 Clo (1) 2014_12 1.244259e-01
2538 Bru (1) 2014_12 1.333768e-02
2539 Zika (9) 2014_12 9.184078e-02
2540 EB (7) 2014_12 3.181921e-02
2541 TD (8) 2014_12 9.684973e-02
2542 EIE (1) 2014_12 1.216805e-02
2543 FE (1) 2014_12 1.215229e-01
2544 NGI (24) 2014_12 2.521809e-02
2545 CIHT (2) 2014_12 6.272883e-02
2546 Tri (1) 2014_12 4.785715e-02
2547 Her (63) 2014_12 9.438598e-02
2548 AHC (94) 2014_12 5.210425e-02
2549 Wart (38) 2014_12 2.776915e-02
2550 EBVI (79) 2014_12 4.801651e-02
2551 Tra (3) 2014_12 1.008638e-01
2552 Inf (6353) 2014_1 5.663529e-01
2553 Inf (6353) 2014_2 4.254198e-01
2554 Inf (6353) 2014_3 4.571749e-01
2555 Inf (6353) 2014_5 5.737530e-01
2556 Inf (6353) 2014_6 6.526864e-01
2557 Inf (6353) 2014_7 9.993881e-01
2558 Inf (6353) 2014_8 2.320959e-01
2559 Inf (6353) 2014_9 4.244987e-01
2560 Inf (6353) 2014_11 5.205493e-01
2561 Inf (6353) 2015_1 6.467714e-01
2562 Inf (6353) 2015_2 6.254968e-01
2563 Inf (6353) 2015_3 5.716569e-01
2564 Inf (6353) 2015_4 5.747041e-01
2565 Inf (6353) 2015_5 6.939951e-01
2566 Inf (6353) 2015_6 7.395946e-01
2567 Inf (6353) 2015_7 8.885885e-01
2568 Inf (6353) 2015_8 7.886187e-01
2569 Inf (6353) 2015_9 9.391891e-01
2570 Inf (6353) 2015_10 1.055039e+00
2571 Inf (6353) 2015_11 9.429290e-01
2572 Inf (6353) 2015_12 7.895510e-01
2573 Inf (6353) 2016_1 8.407132e-01
2574 Inf (6353) 2016_2 7.712064e-01
2575 Inf (6353) 2016_3 1.036685e+00
2576 Inf (6353) 2016_4 1.050730e+00
2577 Inf (6353) 2016_5 8.361431e-01
2578 Inf (6353) 2016_6 8.036661e-01
2579 Inf (6353) 2016_7 1.098268e+00
2580 Inf (6353) 2016_8 7.507095e-01
2581 Inf (6353) 2016_9 1.089136e+00
2582 Inf (6353) 2016_10 9.197432e-01
2583 Inf (6353) 2016_11 7.384029e-01
2584 Inf (6353) 2016_12 9.712185e-01
2585 Inf (6353) 2017_1 1.006525e+00
2586 Inf (6353) 2017_2 7.340951e-01
2587 Inf (6353) 2017_3 9.670629e-01
2588 Inf (6353) 2017_4 9.189811e-01
2589 Inf (6353) 2017_5 8.868247e-01
2590 Inf (6353) 2017_6 1.015572e+00
2591 Inf (6353) 2017_7 1.086478e+00
2592 Inf (6353) 2017_8 1.173013e+00
2593 Inf (6353) 2017_9 7.359850e-01
2594 Inf (6353) 2017_10 1.048839e+00
2595 Inf (6353) 2017_11 8.910835e-01
2596 Inf (6353) 2017_12 1.119174e+00
2597 Inf (6353) 2018_1 1.039204e+00
2598 Inf (6353) 2018_2 1.150190e+00
2599 Inf (6353) 2018_3 8.455775e-01
2600 Inf (6353) 2018_4 9.787312e-01
2601 Inf (6353) 2018_5 9.846182e-01
2602 Inf (6353) 2018_6 1.043742e+00
2603 Inf (6353) 2018_7 8.964633e-01
2604 Inf (6353) 2018_8 1.009224e+00
2605 Inf (6353) 2018_9 9.073769e-01
2606 Inf (6353) 2018_10 9.261721e-01
2607 Inf (6353) 2018_11 9.748630e-01
2608 Inf (6353) 2018_12 8.804698e-01
2609 RhI (228) 2014_7 5.962051e-01
2610 RhI (228) 2015_7 1.002593e+00
2611 RhI (228) 2016_3 2.634498e-01
2612 RhI (228) 2016_4 5.423081e-01
2613 RhI (228) 2016_5 9.776106e-02
2614 RhI (228) 2016_6 2.033119e-01
2615 RhI (228) 2016_7 9.003656e-01
2616 RhI (228) 2017_1 4.255397e-01
2617 RhI (228) 2017_2 2.650196e-01
2618 RhI (228) 2017_3 4.657838e-01
2619 RhI (228) 2017_4 1.751970e-01
2620 RhI (228) 2017_5 6.293751e-01
2621 RhI (228) 2017_6 5.376998e-01
2622 RhI (228) 2017_7 7.135714e-01
2623 RhI (228) 2017_8 5.778599e-01
2624 RhI (228) 2017_9 7.550993e-01
2625 RhI (228) 2017_10 5.834542e-01
2626 RhI (228) 2017_11 7.394795e-01
2627 RhI (228) 2017_12 6.279855e-01
2628 RhI (228) 2018_1 4.027579e-01
2629 RhI (228) 2018_2 3.982638e-01
2630 RhI (228) 2018_3 4.961608e-01
2631 RhI (228) 2018_4 2.830138e-01
2632 RhI (228) 2018_5 1.210712e-01
2633 RhI (228) 2018_6 2.208999e-01
2634 RhI (228) 2018_7 4.932828e-01
2635 RhI (228) 2018_8 5.242206e-01
2636 RhI (228) 2018_9 7.363080e-01
2637 RhI (228) 2018_10 6.674888e-01
2638 RhI (228) 2018_11 8.559808e-01
2639 RhI (228) 2018_12 8.286214e-01
2640 AdI (60) 2014_3 3.895159e-02
2641 AdI (60) 2014_5 1.905554e-01
2642 AdI (60) 2014_6 2.538409e-01
2643 AdI (60) 2014_7 3.450591e-01
2644 AdI (60) 2015_7 6.059026e-01
2645 AdI (60) 2016_7 5.296637e-01
2646 AdI (60) 2017_3 4.206016e-01
2647 AdI (60) 2017_4 2.980444e-01
2648 AdI (60) 2017_5 1.987188e-01
2649 AdI (60) 2017_6 4.155105e-01
2650 AdI (60) 2017_7 3.886349e-01
2651 AdI (60) 2017_8 4.380294e-01
2652 AdI (60) 2017_9 3.574176e-01
2653 AdI (60) 2017_10 4.903133e-01
2654 AdI (60) 2017_11 8.762079e-02
2655 AdI (60) 2018_1 3.659917e-01
2656 AdI (60) 2018_7 2.587224e-01
2657 AdI (60) 2018_8 3.644067e-01
2658 AdI (60) 2018_9 4.317610e-02
2659 AdI (60) 2018_10 3.653793e-01
2660 AdI (60) 2018_11 1.450604e-01
2661 AdI (60) 2018_12 8.136285e-02
2662 HII (116) 2015_12 6.192329e-01
2663 HII (116) 2016_3 1.683618e-01
2664 HII (116) 2016_7 1.458608e-01
2665 HII (116) 2016_11 9.252136e-02
2666 HII (116) 2016_12 5.072035e-01
2667 HII (116) 2017_2 7.073715e-01
2668 HII (116) 2017_3 5.780496e-01
2669 HII (116) 2017_4 5.614024e-01
2670 HII (116) 2017_5 5.503647e-01
2671 HII (116) 2017_6 8.097516e-01
2672 HII (116) 2017_7 3.598583e-01
2673 HII (116) 2017_8 3.490865e-01
2674 HII (116) 2017_9 4.587223e-02
2675 HII (116) 2017_10 3.328074e-01
2676 HII (116) 2017_11 9.248810e-02
2677 HII (116) 2017_12 5.846811e-01
2678 HII (116) 2018_1 2.455249e-01
2679 HII (116) 2018_2 7.070699e-01
2680 HII (116) 2018_3 4.501116e-01
2681 HII (116) 2018_4 2.718978e-01
2682 HII (116) 2018_5 4.963588e-01
2683 HII (116) 2018_6 4.235658e-01
2684 HII (116) 2018_7 2.401419e-02
2685 HII (116) 2018_8 5.010325e-01
2686 HII (116) 2018_9 6.041864e-01
2687 HII (116) 2018_10 3.784335e-01
2688 HII (116) 2018_11 4.227886e-01
2689 RSVI (69) 2014_3 1.951805e-01
2690 RSVI (69) 2014_7 5.691869e-01
2691 RSVI (69) 2015_7 7.910704e-01
2692 RSVI (69) 2015_11 3.286386e-01
2693 RSVI (69) 2016_7 7.333563e-01
2694 RSVI (69) 2017_1 3.890103e-01
2695 RSVI (69) 2017_2 1.744862e-01
2696 RSVI (69) 2017_3 4.195555e-01
2697 RSVI (69) 2017_4 4.773064e-01
2698 RSVI (69) 2017_5 4.458531e-02
2699 RSVI (69) 2017_6 1.740061e-01
2700 RSVI (69) 2017_7 2.231521e-01
2701 RSVI (69) 2017_8 4.190395e-01
2702 RSVI (69) 2017_9 4.522579e-01
2703 RSVI (69) 2017_10 6.494676e-01
2704 RSVI (69) 2017_11 4.350496e-01
2705 RSVI (69) 2018_1 1.917359e-01
2706 RSVI (69) 2018_2 4.191806e-01
2707 RSVI (69) 2018_4 3.664463e-01
2708 RSVI (69) 2018_5 1.808582e-01
2709 RSVI (69) 2018_6 2.025073e-01
2710 RSVI (69) 2018_7 1.998874e-01
2711 RSVI (69) 2018_8 1.698204e-01
2712 RSVI (69) 2018_9 4.695986e-01
2713 RSVI (69) 2018_10 1.143797e-01
2714 CP (104) 2014_7 6.212433e-01
2715 CP (104) 2015_2 4.653675e-01
2716 CP (104) 2015_4 3.044199e-01
2717 CP (104) 2015_7 7.551116e-01
2718 CP (104) 2015_8 1.617891e-01
2719 CP (104) 2015_9 4.928909e-01
2720 CP (104) 2015_10 5.380559e-02
2721 CP (104) 2015_11 2.961125e-01
2722 CP (104) 2015_12 2.109208e-01
2723 CP (104) 2016_3 4.790907e-01
2724 CP (104) 2016_4 2.235785e-01
2725 CP (104) 2016_6 1.480691e-01
2726 CP (104) 2016_7 6.442716e-01
2727 CP (104) 2016_8 2.426901e-01
2728 CP (104) 2016_9 4.309317e-01
2729 CP (104) 2016_11 4.929182e-01
2730 CP (104) 2017_2 3.807809e-01
2731 CP (104) 2017_3 5.622495e-02
2732 CP (104) 2017_4 3.231120e-01
2733 CP (104) 2017_5 5.679293e-01
2734 CP (104) 2017_6 2.060547e-01
2735 CP (104) 2017_7 1.139961e-01
2736 CP (104) 2017_8 4.470914e-01
2737 CP (104) 2017_9 2.815290e-01
2738 CP (104) 2017_10 1.618319e-01
2739 CP (104) 2017_12 4.121717e-01
2740 CP (104) 2018_1 1.636096e-01
2741 CP (104) 2018_2 2.848974e-01
2742 CP (104) 2018_3 4.924342e-01
2743 CP (104) 2018_4 3.483643e-01
2744 CP (104) 2018_5 1.549825e-01
2745 CP (104) 2018_6 3.545567e-01
2746 CP (104) 2018_7 4.751537e-01
2747 CP (104) 2018_8 1.116813e-01
2748 CP (104) 2018_9 4.452893e-01
2749 CP (104) 2018_10 9.436056e-02
2750 CP (104) 2018_11 2.508237e-01
2751 HMVI (45) 2014_7 5.214547e-01
2752 HMVI (45) 2015_7 7.093585e-01
2753 HMVI (45) 2016_7 6.676245e-01
2754 HMVI (45) 2017_1 6.133176e-01
2755 HMVI (45) 2017_2 3.380577e-01
2756 HMVI (45) 2017_3 5.305188e-01
2757 HMVI (45) 2017_4 5.886724e-01
2758 HMVI (45) 2017_6 2.305687e-01
2759 HMVI (45) 2017_7 1.343175e-01
2760 HMVI (45) 2017_9 1.360094e-02
2761 HMVI (45) 2017_11 5.406607e-01
2762 HMVI (45) 2017_12 4.913498e-01
2763 HMVI (45) 2018_1 3.200702e-01
2764 HMVI (45) 2018_2 3.420645e-01
2765 HMVI (45) 2018_4 2.734345e-01
2766 HMVI (45) 2018_7 2.089330e-01
2767 CI (76) 2014_7 4.888073e-01
2768 CI (76) 2015_7 5.348352e-01
2769 CI (76) 2016_7 8.382215e-01
2770 CI (76) 2016_10 7.388303e-02
2771 CI (76) 2017_1 4.323068e-01
2772 CI (76) 2017_3 2.189524e-01
2773 CI (76) 2017_4 5.674101e-01
2774 CI (76) 2017_5 4.533949e-01
2775 CI (76) 2017_6 4.863356e-01
2776 CI (76) 2017_7 5.002560e-01
2777 CI (76) 2017_8 3.422377e-01
2778 CI (76) 2017_9 5.666958e-02
2779 CI (76) 2017_10 5.964024e-01
2780 CI (76) 2017_11 6.428986e-01
2781 CI (76) 2017_12 5.181982e-01
2782 CI (76) 2018_3 1.261365e-02
2783 CI (76) 2018_4 3.457777e-01
2784 CI (76) 2018_9 2.882144e-01
2785 CI (76) 2018_10 4.858717e-02
2786 CI (76) 2018_11 2.658449e-02
2787 PVI (31) 2014_7 7.596456e-01
2788 PVI (31) 2015_7 7.085398e-01
2789 PVI (31) 2016_7 6.947630e-01
2790 PnI (15) 2014_7 7.214514e-01
2791 PnI (15) 2015_7 2.752859e-01
2792 PnI (15) 2016_7 3.280085e-01
2793 PnI (15) 2017_2 2.183799e-01
2794 PnI (15) 2017_3 6.196417e-02
2795 PnI (15) 2017_11 1.689893e-01
2796 PnI (15) 2018_10 1.863570e-02
2797 PnI (15) 2018_12 1.610029e-01
2798 Mea (20) 2014_2 1.929818e-01
2799 Mea (20) 2014_4 9.429980e-02
2800 Mea (20) 2014_6 3.130477e-01
2801 Mea (20) 2014_7 4.763464e-01
2802 Mea (20) 2015_9 1.363851e-01
2803 Mea (20) 2015_10 3.845192e-02
2804 Mea (20) 2016_2 2.833987e-01
2805 Mea (20) 2016_7 6.124352e-01
2806 Mea (20) 2017_4 1.916840e-01
2807 Mea (20) 2017_7 1.125334e-01
2808 Mea (20) 2017_8 2.636849e-03
2809 Mea (20) 2018_6 5.071514e-01
2810 Mea (20) 2018_7 4.280506e-01
2811 Mea (20) 2018_8 3.066820e-02
2812 EM (31) 2015_7 7.832972e-01
2813 EM (31) 2015_8 2.111640e-01
2814 EM (31) 2015_9 4.431153e-01
2815 EM (31) 2015_10 3.690032e-01
2816 EM (31) 2016_4 6.486275e-02
2817 EM (31) 2016_5 4.459534e-01
2818 EM (31) 2016_6 5.539884e-01
2819 EM (31) 2016_7 5.969894e-01
2820 EM (31) 2016_11 1.250845e-01
2821 EM (31) 2017_9 3.781981e-01
2822 EM (31) 2018_4 6.395292e-02
2823 EM (31) 2018_7 1.127928e-01
2824 EM (31) 2018_10 3.497822e-02
2825 MPI (3) 2015_7 2.588936e-01
2826 MPI (3) 2018_10 6.346516e-02
2827 LD (7) 2016_7 2.410926e-01
2828 LD (7) 2018_10 5.553162e-01
2829 SI (3) 2015_4 2.403671e-01
2830 SI (3) 2017_4 5.040124e-01
2831 BVI (2) 2014_7 4.154381e-01
2832 BVI (2) 2015_7 1.811768e-01
2833 CPI (1) 2017_9 1.410974e-01
2834 Per (1) 2016_9 8.402006e-02
2835 IAP (1) 2017_7 2.329103e-01
2836 MERS (1) 2015_5 1.731626e-01
2837 TB (184) 2014_2 2.799547e-01
2838 TB (184) 2014_6 1.232374e-01
2839 TB (184) 2014_7 8.183742e-01
2840 TB (184) 2014_8 1.673516e-01
2841 TB (184) 2014_9 6.177223e-01
2842 TB (184) 2014_10 2.800558e-01
2843 TB (184) 2014_12 4.718917e-01
2844 TB (184) 2015_1 7.172817e-01
2845 TB (184) 2015_2 3.757844e-01
2846 TB (184) 2015_3 4.625730e-01
2847 TB (184) 2015_4 3.923028e-01
2848 TB (184) 2015_6 2.449024e-01
2849 TB (184) 2015_7 5.587607e-01
2850 TB (184) 2015_8 1.200114e-01
2851 TB (184) 2015_9 4.437801e-01
2852 TB (184) 2015_10 4.727946e-01
2853 TB (184) 2015_11 4.073543e-01
2854 TB (184) 2015_12 1.775323e-01
2855 TB (184) 2016_1 2.099269e-01
2856 TB (184) 2016_3 9.015509e-03
2857 TB (184) 2016_4 3.868558e-02
2858 TB (184) 2016_5 5.834662e-01
2859 TB (184) 2016_7 7.385239e-01
2860 TB (184) 2016_8 4.307338e-01
2861 TB (184) 2016_9 3.285369e-01
2862 TB (184) 2016_10 1.631980e-02
2863 TB (184) 2016_11 5.669148e-01
2864 TB (184) 2016_12 3.262549e-01
2865 TB (184) 2017_2 5.788788e-01
2866 TB (184) 2017_3 6.138510e-01
2867 TB (184) 2017_4 5.044173e-01
2868 TB (184) 2017_5 4.229980e-01
2869 TB (184) 2017_6 4.744095e-01
2870 TB (184) 2017_7 4.885838e-01
2871 TB (184) 2017_8 6.070664e-01
2872 TB (184) 2017_9 6.729864e-01
2873 TB (184) 2017_10 5.716102e-01
2874 TB (184) 2017_11 7.000618e-01
2875 TB (184) 2017_12 2.152559e-01
2876 TB (184) 2018_1 5.166795e-01
2877 TB (184) 2018_2 4.881651e-01
2878 TB (184) 2018_3 6.500067e-01
2879 TB (184) 2018_4 2.977531e-01
2880 TB (184) 2018_5 1.002947e-01
2881 TB (184) 2018_6 3.326300e-01
2882 TB (184) 2018_7 2.848796e-01
2883 TB (184) 2018_8 4.358196e-01
2884 TB (184) 2018_9 4.080114e-01
2885 TB (184) 2018_10 1.292406e-01
2886 TB (184) 2018_11 8.515759e-01
2887 TB (184) 2018_12 1.327996e-01
2888 NI (173) 2015_8 1.343594e-01
2889 NI (173) 2016_2 8.149843e-01
2890 NI (173) 2016_7 5.848567e-01
2891 NI (173) 2017_1 4.268012e-01
2892 NI (173) 2017_2 4.367085e-01
2893 NI (173) 2017_3 6.765517e-01
2894 NI (173) 2017_4 3.683559e-01
2895 NI (173) 2017_5 5.377914e-01
2896 NI (173) 2017_6 4.460045e-01
2897 NI (173) 2017_7 6.992497e-02
2898 NI (173) 2017_8 6.566848e-01
2899 NI (173) 2017_9 3.780022e-01
2900 NI (173) 2017_11 6.894834e-01
2901 NI (173) 2017_12 6.148217e-01
2902 NI (173) 2018_1 4.883462e-01
2903 NI (173) 2018_2 2.834742e-01
2904 NI (173) 2018_3 6.224886e-01
2905 NI (173) 2018_4 8.159610e-01
2906 NI (173) 2018_5 1.906956e-01
2907 NI (173) 2018_6 2.476548e-02
2908 NI (173) 2018_7 4.453582e-01
2909 NI (173) 2018_8 4.229506e-01
2910 NI (173) 2018_9 4.781780e-01
2911 NI (173) 2018_11 1.223474e-01
2912 ECI (20) 2017_3 9.645995e-02
2913 ECI (20) 2017_4 6.092927e-02
2914 ECI (20) 2017_6 1.179831e-01
2915 ECI (20) 2017_8 9.798541e-02
2916 ECI (20) 2017_9 1.560891e-01
2917 ECI (20) 2018_3 8.783985e-03
2918 ECI (20) 2018_4 2.538311e-01
2919 ECI (20) 2018_5 6.157324e-01
2920 ECI (20) 2018_6 3.991809e-01
2921 ECI (20) 2018_7 1.886081e-01
2922 ECI (20) 2018_10 5.300410e-01
2923 ECI (20) 2018_11 3.481107e-01
2924 VPI (2) 2014_7 3.556296e-01
2925 VPI (2) 2018_9 8.932726e-02
2926 HA (47) 2014_3 2.388054e-01
2927 HA (47) 2014_7 8.388256e-01
2928 HA (47) 2015_4 2.982233e-01
2929 HA (47) 2015_7 8.732236e-01
2930 HA (47) 2015_8 1.247497e-01
2931 HA (47) 2016_7 1.014168e+00
2932 HA (47) 2017_6 6.716428e-02
2933 HA (47) 2018_3 6.605510e-02
2934 HA (47) 2018_4 1.254810e-01
2935 RoI (9) 2016_6 4.487967e-01
2936 RoI (9) 2016_7 3.967104e-01
2937 RoI (9) 2017_2 2.665976e-01
2938 RoI (9) 2017_11 9.338942e-02
2939 RoI (9) 2017_12 2.843674e-01
2940 RoI (9) 2018_5 1.735280e-01
2941 BD (11) 2014_7 2.827334e-01
2942 BD (11) 2015_6 9.952409e-02
2943 BD (11) 2016_4 1.577440e-01
2944 BD (11) 2016_7 3.169751e-01
2945 BD (11) 2017_8 3.113156e-01
2946 BD (11) 2017_11 2.475341e-01
2947 BD (11) 2018_6 1.372427e-01
2948 BD (11) 2018_11 2.553365e-01
2949 TF (6) 2015_7 8.972330e-02
2950 TF (6) 2016_2 3.872087e-01
2951 TF (6) 2017_2 2.715909e-01
2952 TF (6) 2017_7 1.250689e-01
2953 TF (6) 2018_6 3.447077e-01
2954 PF (4) 2017_2 3.731763e-01
2955 PF (4) 2017_7 3.343095e-01
2956 PF (4) 2018_5 5.450986e-02
2957 PF (4) 2018_6 5.372548e-01
2958 HE (5) 2016_4 3.194627e-01
2959 HE (5) 2017_4 3.654334e-01
2960 HE (5) 2017_5 6.814739e-02
2961 AD (2) 2016_7 2.751846e-01
2962 Cho (2) 2016_7 1.395589e-01
2963 Cho (2) 2017_2 3.132647e-01
2964 PWM (1) 2016_5 1.505839e-01
2965 Mal (835) 2014_1 7.450242e-01
2966 Mal (835) 2014_2 7.294631e-01
2967 Mal (835) 2014_3 4.451567e-01
2968 Mal (835) 2014_4 7.025134e-01
2969 Mal (835) 2014_5 7.822458e-01
2970 Mal (835) 2014_6 7.185575e-01
2971 Mal (835) 2014_7 9.653969e-01
2972 Mal (835) 2014_8 7.953741e-01
2973 Mal (835) 2014_9 7.517967e-01
2974 Mal (835) 2014_10 8.759410e-01
2975 Mal (835) 2014_11 7.952593e-01
2976 Mal (835) 2014_12 5.977680e-01
2977 Mal (835) 2015_1 7.005827e-01
2978 Mal (835) 2015_2 5.799305e-01
2979 Mal (835) 2015_3 6.517893e-01
2980 Mal (835) 2015_4 1.000742e+00
2981 Mal (835) 2015_5 8.437181e-01
2982 Mal (835) 2015_6 9.269681e-01
2983 Mal (835) 2015_7 8.494591e-01
2984 Mal (835) 2015_8 8.061816e-01
2985 Mal (835) 2015_9 7.291622e-01
2986 Mal (835) 2015_10 8.406871e-01
2987 Mal (835) 2015_11 6.356324e-01
2988 Mal (835) 2015_12 3.654664e-01
2989 Mal (835) 2016_1 6.908130e-01
2990 Mal (835) 2016_2 4.028036e-01
2991 Mal (835) 2016_3 8.829285e-01
2992 Mal (835) 2016_4 8.146876e-01
2993 Mal (835) 2016_5 9.260953e-01
2994 Mal (835) 2016_6 8.695652e-01
2995 Mal (835) 2016_7 8.136335e-01
2996 Mal (835) 2016_8 8.457461e-01
2997 Mal (835) 2016_9 7.853894e-01
2998 Mal (835) 2016_10 9.642671e-01
2999 Mal (835) 2016_11 6.834313e-01
3000 Mal (835) 2016_12 3.678324e-01
3001 Mal (835) 2017_1 7.119757e-01
3002 Mal (835) 2017_2 5.389049e-01
3003 Mal (835) 2017_3 5.876435e-01
3004 Mal (835) 2017_4 8.178584e-01
3005 Mal (835) 2017_5 9.025579e-01
3006 Mal (835) 2017_6 7.401006e-01
3007 Mal (835) 2017_7 6.435313e-01
3008 Mal (835) 2017_8 6.936075e-01
3009 Mal (835) 2017_9 7.257763e-01
3010 Mal (835) 2017_10 8.542507e-01
3011 Mal (835) 2017_11 6.960832e-01
3012 Mal (835) 2017_12 5.555301e-01
3013 Mal (835) 2018_1 6.322002e-01
3014 Mal (835) 2018_2 8.133223e-01
3015 Mal (835) 2018_3 5.227958e-01
3016 Mal (835) 2018_4 7.138579e-01
3017 Mal (835) 2018_5 8.870308e-01
3018 Mal (835) 2018_6 8.283347e-01
3019 Mal (835) 2018_7 9.357912e-01
3020 Mal (835) 2018_8 8.472135e-01
3021 Mal (835) 2018_9 7.753649e-01
3022 Mal (835) 2018_10 6.820458e-01
3023 Mal (835) 2018_11 6.946970e-01
3024 Mal (835) 2018_12 4.931717e-01
3025 DF (2250) 2014_1 1.839026e-01
3026 DF (2250) 2014_3 1.387095e-01
3027 DF (2250) 2014_4 5.775477e-01
3028 DF (2250) 2014_5 4.908209e-01
3029 DF (2250) 2014_6 5.451982e-01
3030 DF (2250) 2014_7 9.379435e-01
3031 DF (2250) 2014_8 7.906847e-01
3032 DF (2250) 2014_9 9.663135e-01
3033 DF (2250) 2014_10 1.128083e+00
3034 DF (2250) 2014_11 6.947932e-01
3035 DF (2250) 2014_12 5.170825e-01
3036 DF (2250) 2015_1 4.805155e-01
3037 DF (2250) 2015_2 5.687466e-02
3038 DF (2250) 2015_3 5.838425e-01
3039 DF (2250) 2015_4 2.919102e-01
3040 DF (2250) 2015_5 6.964236e-01
3041 DF (2250) 2015_6 3.016254e-01
3042 DF (2250) 2015_7 1.143752e+00
3043 DF (2250) 2015_8 1.012848e+00
3044 DF (2250) 2015_9 1.046911e+00
3045 DF (2250) 2015_10 9.945413e-01
3046 DF (2250) 2015_11 8.732580e-01
3047 DF (2250) 2015_12 7.535018e-01
3048 DF (2250) 2016_2 3.380023e-01
3049 DF (2250) 2016_3 1.677431e-01
3050 DF (2250) 2016_4 4.711466e-01
3051 DF (2250) 2016_5 4.416281e-01
3052 DF (2250) 2016_6 4.670300e-01
3053 DF (2250) 2016_7 9.013092e-01
3054 DF (2250) 2016_8 7.528018e-01
3055 DF (2250) 2016_9 9.243145e-01
3056 DF (2250) 2016_10 1.095731e+00
3057 DF (2250) 2016_11 1.012254e+00
3058 DF (2250) 2016_12 7.919759e-01
3059 DF (2250) 2017_1 6.357044e-01
3060 DF (2250) 2017_2 4.895466e-01
3061 DF (2250) 2017_3 5.294156e-01
3062 DF (2250) 2017_4 4.836339e-01
3063 DF (2250) 2017_5 7.962367e-01
3064 DF (2250) 2017_6 5.842024e-01
3065 DF (2250) 2017_7 9.808236e-01
3066 DF (2250) 2017_8 8.327516e-01
3067 DF (2250) 2017_9 9.750108e-01
3068 DF (2250) 2017_10 8.310252e-01
3069 DF (2250) 2017_11 9.202038e-01
3070 DF (2250) 2017_12 7.935243e-01
3071 DF (2250) 2018_1 7.134861e-01
3072 DF (2250) 2018_2 5.222937e-01
3073 DF (2250) 2018_3 6.147738e-02
3074 DF (2250) 2018_4 3.894174e-01
3075 DF (2250) 2018_5 8.636770e-01
3076 DF (2250) 2018_6 8.556236e-01
3077 DF (2250) 2018_7 6.359027e-01
3078 DF (2250) 2018_8 9.998827e-01
3079 DF (2250) 2018_9 8.096436e-01
3080 DF (2250) 2018_10 8.887037e-01
3081 DF (2250) 2018_11 9.402811e-01
3082 DF (2250) 2018_12 7.270397e-01
3083 CF (13) 2016_8 1.209026e-01
3084 CF (13) 2016_9 1.667794e-01
3085 CF (13) 2017_4 8.400216e-02
3086 CF (13) 2017_5 3.374645e-01
3087 CF (13) 2017_6 1.570625e-01
3088 CF (13) 2017_10 1.719298e-02
3089 CF (13) 2017_11 9.788730e-02
3090 CF (13) 2018_5 1.724109e-01
3091 CF (13) 2018_6 1.634093e-01
3092 CF (13) 2018_7 5.598887e-02
3093 CF (13) 2018_10 1.073831e-01
3094 Zika (9) 2016_2 3.536962e-01
3095 Zika (9) 2016_3 4.973093e-01
3096 Zika (9) 2016_6 1.079433e-01
3097 Zika (9) 2016_7 2.083293e-01
3098 Zika (9) 2016_9 1.909912e-01
3099 TD (8) 2014_8 1.489580e-02
3100 TD (8) 2015_6 2.591713e-01
3101 TD (8) 2015_7 2.848379e-01
3102 TD (8) 2016_1 2.142225e-01
3103 TD (8) 2016_7 1.462094e-01
3104 TD (8) 2017_11 2.597961e-02
3105 TD (8) 2018_8 7.431041e-02
3106 TD (8) 2018_9 5.666338e-03
3107 EB (7) 2014_6 2.516596e-01
3108 EB (7) 2016_6 4.898228e-02
3109 EB (7) 2017_6 2.706521e-01
3110 EB (7) 2017_8 2.627882e-02
3111 EB (7) 2018_6 1.080535e-01
3112 EB (7) 2018_7 8.939847e-02
3113 Bru (1) 2017_4 7.308890e-03
3114 Rab (2) 2014_12 7.348067e-02
3115 Rab (2) 2017_6 1.084456e-01
3116 EIE (1) 2018_12 8.175133e-02
3117 Clo (1) 2016_4 7.277230e-02
3118 FE (1) 2018_5 1.765215e-01
3119 HIV (1979) 2014_1 7.126912e-01
3120 HIV (1979) 2014_2 5.963541e-01
3121 HIV (1979) 2014_3 1.065277e+00
3122 HIV (1979) 2014_4 9.327667e-01
3123 HIV (1979) 2014_5 8.290975e-01
3124 HIV (1979) 2014_6 7.996218e-01
3125 HIV (1979) 2014_7 8.934951e-01
3126 HIV (1979) 2014_8 8.016681e-01
3127 HIV (1979) 2014_9 8.316198e-01
3128 HIV (1979) 2014_10 7.396265e-01
3129 HIV (1979) 2014_11 8.173169e-01
3130 HIV (1979) 2014_12 8.327155e-01
3131 HIV (1979) 2015_1 8.261111e-01
3132 HIV (1979) 2015_2 8.892078e-01
3133 HIV (1979) 2015_3 8.180905e-01
3134 HIV (1979) 2015_4 7.109495e-01
3135 HIV (1979) 2015_5 8.204704e-01
3136 HIV (1979) 2015_6 8.480368e-01
3137 HIV (1979) 2015_7 9.230451e-01
3138 HIV (1979) 2015_8 8.950828e-01
3139 HIV (1979) 2015_9 8.440123e-01
3140 HIV (1979) 2015_10 8.329577e-01
3141 HIV (1979) 2015_11 7.798370e-01
3142 HIV (1979) 2015_12 6.418881e-01
3143 HIV (1979) 2016_1 9.133510e-01
3144 HIV (1979) 2016_2 8.072115e-01
3145 HIV (1979) 2016_3 7.873754e-01
3146 HIV (1979) 2016_4 8.600938e-01
3147 HIV (1979) 2016_5 6.870200e-01
3148 HIV (1979) 2016_6 8.296966e-01
3149 HIV (1979) 2016_7 1.071093e+00
3150 HIV (1979) 2016_8 6.580446e-01
3151 HIV (1979) 2016_9 8.315034e-01
3152 HIV (1979) 2016_10 8.394670e-01
3153 HIV (1979) 2016_11 9.601302e-01
3154 HIV (1979) 2016_12 9.516949e-01
3155 HIV (1979) 2017_1 1.088076e+00
3156 HIV (1979) 2017_2 9.802938e-01
3157 HIV (1979) 2017_3 9.748849e-01
3158 HIV (1979) 2017_4 9.695201e-01
3159 HIV (1979) 2017_5 8.453543e-01
3160 HIV (1979) 2017_6 7.992140e-01
3161 HIV (1979) 2017_7 8.297296e-01
3162 HIV (1979) 2017_8 7.764950e-01
3163 HIV (1979) 2017_9 7.597179e-01
3164 HIV (1979) 2017_10 1.120711e+00
3165 HIV (1979) 2017_11 8.405521e-01
3166 HIV (1979) 2017_12 8.468815e-01
3167 HIV (1979) 2018_1 7.664633e-01
3168 HIV (1979) 2018_2 9.415224e-01
3169 HIV (1979) 2018_3 9.905349e-01
3170 HIV (1979) 2018_4 8.353628e-01
3171 HIV (1979) 2018_5 8.844522e-01
3172 HIV (1979) 2018_6 1.025484e+00
3173 HIV (1979) 2018_7 9.443376e-01
3174 HIV (1979) 2018_8 8.914329e-01
3175 HIV (1979) 2018_9 9.619584e-01
3176 HIV (1979) 2018_10 8.202776e-01
3177 HIV (1979) 2018_11 9.523740e-01
3178 HIV (1979) 2018_12 7.867306e-01
3179 Syp (826) 2014_1 7.080578e-01
3180 Syp (826) 2014_3 2.306695e-01
3181 Syp (826) 2014_4 7.035202e-01
3182 Syp (826) 2014_5 6.382694e-01
3183 Syp (826) 2014_6 8.911691e-01
3184 Syp (826) 2014_7 8.638411e-01
3185 Syp (826) 2014_8 7.535551e-01
3186 Syp (826) 2014_9 7.483665e-01
3187 Syp (826) 2014_10 5.245412e-01
3188 Syp (826) 2014_11 6.872156e-01
3189 Syp (826) 2014_12 6.639933e-01
3190 Syp (826) 2015_1 4.913408e-01
3191 Syp (826) 2015_2 2.901376e-01
3192 Syp (826) 2015_3 8.747102e-01
3193 Syp (826) 2015_4 5.828515e-01
3194 Syp (826) 2015_5 7.962390e-01
3195 Syp (826) 2015_6 7.717474e-01
3196 Syp (826) 2015_7 9.496844e-01
3197 Syp (826) 2015_8 6.455200e-01
3198 Syp (826) 2015_9 7.651139e-01
3199 Syp (826) 2015_10 7.415364e-01
3200 Syp (826) 2015_11 3.702614e-01
3201 Syp (826) 2015_12 3.216995e-01
3202 Syp (826) 2016_1 8.830025e-01
3203 Syp (826) 2016_2 3.706872e-01
3204 Syp (826) 2016_3 4.082218e-01
3205 Syp (826) 2016_4 6.343685e-01
3206 Syp (826) 2016_5 3.319421e-01
3207 Syp (826) 2016_6 7.392992e-01
3208 Syp (826) 2016_7 9.008251e-01
3209 Syp (826) 2016_8 6.093617e-01
3210 Syp (826) 2016_9 8.062196e-01
3211 Syp (826) 2016_10 3.942512e-01
3212 Syp (826) 2016_11 4.113157e-01
3213 Syp (826) 2016_12 8.379071e-01
3214 Syp (826) 2017_1 6.371871e-01
3215 Syp (826) 2017_2 6.224517e-01
3216 Syp (826) 2017_3 6.949404e-01
3217 Syp (826) 2017_4 6.699497e-01
3218 Syp (826) 2017_5 7.322734e-01
3219 Syp (826) 2017_6 6.173747e-01
3220 Syp (826) 2017_7 4.329891e-01
3221 Syp (826) 2017_8 9.881075e-01
3222 Syp (826) 2017_9 9.328736e-01
3223 Syp (826) 2017_10 9.529131e-01
3224 Syp (826) 2017_11 7.465214e-01
3225 Syp (826) 2017_12 9.173254e-01
3226 Syp (826) 2018_1 7.099900e-01
3227 Syp (826) 2018_2 6.373260e-01
3228 Syp (826) 2018_3 7.814167e-01
3229 Syp (826) 2018_4 9.304530e-01
3230 Syp (826) 2018_5 7.588170e-01
3231 Syp (826) 2018_6 7.685811e-01
3232 Syp (826) 2018_7 8.182012e-01
3233 Syp (826) 2018_8 9.117712e-01
3234 Syp (826) 2018_9 8.019543e-01
3235 Syp (826) 2018_10 8.235831e-01
3236 Syp (826) 2018_11 7.089148e-01
3237 Syp (826) 2018_12 7.073569e-01
3238 NGI (24) 2016_3 3.388769e-01
3239 NGI (24) 2016_7 4.744567e-01
3240 NGI (24) 2016_8 6.787313e-02
3241 NGI (24) 2017_3 2.232512e-02
3242 NGI (24) 2017_4 4.797706e-01
3243 NGI (24) 2017_5 2.034135e-01
3244 NGI (24) 2017_6 9.318000e-02
3245 NGI (24) 2017_8 1.839732e-01
3246 NGI (24) 2017_9 3.764664e-02
3247 NGI (24) 2018_4 6.835831e-03
3248 NGI (24) 2018_5 4.111296e-01
3249 NGI (24) 2018_8 2.540149e-01
3250 NGI (24) 2018_12 3.599568e-01
3251 CIHT (2) 2015_1 2.228454e-01
3252 CIHT (2) 2016_5 2.536496e-01
3253 Tri (1) 2018_6 1.593652e-01
3254 HB (2653) 2014_1 5.017011e-01
3255 HB (2653) 2014_2 3.056782e-01
3256 HB (2653) 2014_3 3.833004e-01
3257 HB (2653) 2014_4 2.017040e-01
3258 HB (2653) 2014_5 2.937079e-01
3259 HB (2653) 2014_6 2.794198e-01
3260 HB (2653) 2014_7 7.024171e-01
3261 HB (2653) 2014_8 8.224873e-01
3262 HB (2653) 2014_9 1.001044e+00
3263 HB (2653) 2014_10 8.089598e-01
3264 HB (2653) 2014_11 4.525581e-01
3265 HB (2653) 2014_12 5.966739e-01
3266 HB (2653) 2015_1 2.942638e-01
3267 HB (2653) 2015_2 5.748426e-01
3268 HB (2653) 2015_3 6.718304e-01
3269 HB (2653) 2015_4 7.483858e-01
3270 HB (2653) 2015_5 5.954845e-01
3271 HB (2653) 2015_6 5.768833e-01
3272 HB (2653) 2015_7 9.719122e-01
3273 HB (2653) 2015_8 1.990928e-01
3274 HB (2653) 2015_9 8.122850e-01
3275 HB (2653) 2015_10 5.665797e-01
3276 HB (2653) 2015_11 5.974728e-01
3277 HB (2653) 2015_12 6.040901e-01
3278 HB (2653) 2016_1 6.319530e-01
3279 HB (2653) 2016_2 2.325846e-01
3280 HB (2653) 2016_3 5.785359e-01
3281 HB (2653) 2016_4 3.300431e-02
3282 HB (2653) 2016_5 7.774996e-01
3283 HB (2653) 2016_6 6.597686e-01
3284 HB (2653) 2016_7 1.029676e+00
3285 HB (2653) 2016_8 7.151552e-01
3286 HB (2653) 2016_9 8.370172e-01
3287 HB (2653) 2016_10 6.977018e-01
3288 HB (2653) 2016_11 6.918154e-01
3289 HB (2653) 2016_12 1.030706e+00
3290 HB (2653) 2017_1 8.980275e-01
3291 HB (2653) 2017_2 9.988396e-01
3292 HB (2653) 2017_3 7.623162e-01
3293 HB (2653) 2017_4 7.935501e-01
3294 HB (2653) 2017_5 8.763444e-01
3295 HB (2653) 2017_6 9.816250e-01
3296 HB (2653) 2017_7 8.325286e-01
3297 HB (2653) 2017_8 8.919780e-01
3298 HB (2653) 2017_9 6.819289e-01
3299 HB (2653) 2017_10 1.002222e+00
3300 HB (2653) 2017_11 8.960331e-01
3301 HB (2653) 2017_12 9.889012e-01
3302 HB (2653) 2018_1 1.056919e+00
3303 HB (2653) 2018_2 8.775233e-01
3304 HB (2653) 2018_3 9.537307e-01
3305 HB (2653) 2018_4 9.226249e-01
3306 HB (2653) 2018_5 1.029638e+00
3307 HB (2653) 2018_6 8.449045e-01
3308 HB (2653) 2018_7 1.020566e+00
3309 HB (2653) 2018_8 1.113585e+00
3310 HB (2653) 2018_9 1.168143e+00
3311 HB (2653) 2018_10 8.632749e-01
3312 HB (2653) 2018_11 1.050451e+00
3313 HB (2653) 2018_12 9.258284e-01
3314 HC (629) 2014_1 4.540912e-01
3315 HC (629) 2014_3 1.966746e-01
3316 HC (629) 2014_4 5.535497e-01
3317 HC (629) 2014_6 4.452713e-01
3318 HC (629) 2014_7 6.658903e-01
3319 HC (629) 2014_8 4.986181e-01
3320 HC (629) 2014_9 8.723360e-01
3321 HC (629) 2014_10 4.654994e-01
3322 HC (629) 2014_11 5.060828e-01
3323 HC (629) 2014_12 5.315019e-01
3324 HC (629) 2015_1 4.901509e-01
3325 HC (629) 2015_2 5.578468e-01
3326 HC (629) 2015_3 6.146893e-01
3327 HC (629) 2015_4 4.619240e-01
3328 HC (629) 2015_5 6.806496e-01
3329 HC (629) 2015_6 5.781232e-01
3330 HC (629) 2015_7 8.440024e-01
3331 HC (629) 2015_8 5.779890e-01
3332 HC (629) 2015_9 4.902811e-01
3333 HC (629) 2015_10 3.924204e-01
3334 HC (629) 2015_11 1.469216e-01
3335 HC (629) 2015_12 3.660042e-01
3336 HC (629) 2016_2 4.286003e-01
3337 HC (629) 2016_3 2.502456e-01
3338 HC (629) 2016_4 4.664414e-01
3339 HC (629) 2016_5 4.834596e-01
3340 HC (629) 2016_6 6.186781e-01
3341 HC (629) 2016_7 1.068225e+00
3342 HC (629) 2016_8 3.550367e-01
3343 HC (629) 2016_9 7.299659e-01
3344 HC (629) 2016_10 5.598786e-01
3345 HC (629) 2016_11 5.203455e-01
3346 HC (629) 2016_12 9.604915e-01
3347 HC (629) 2017_1 5.967977e-01
3348 HC (629) 2017_2 7.914368e-01
3349 HC (629) 2017_3 7.158876e-01
3350 HC (629) 2017_4 7.205361e-01
3351 HC (629) 2017_5 6.918699e-01
3352 HC (629) 2017_6 7.306066e-01
3353 HC (629) 2017_7 6.575990e-01
3354 HC (629) 2017_8 8.883178e-01
3355 HC (629) 2017_9 9.522824e-01
3356 HC (629) 2017_10 9.330563e-01
3357 HC (629) 2017_11 8.333455e-01
3358 HC (629) 2017_12 7.304373e-01
3359 HC (629) 2018_1 6.546984e-01
3360 HC (629) 2018_2 6.445057e-01
3361 HC (629) 2018_3 8.078719e-01
3362 HC (629) 2018_4 6.640956e-01
3363 HC (629) 2018_5 8.543671e-01
3364 HC (629) 2018_6 3.499799e-01
3365 HC (629) 2018_7 5.534693e-01
3366 HC (629) 2018_8 3.291665e-01
3367 HC (629) 2018_9 7.568656e-01
3368 HC (629) 2018_10 8.228955e-01
3369 HC (629) 2018_11 6.571882e-01
3370 HC (629) 2018_12 5.499885e-01
3371 EBVI (79) 2017_2 2.703521e-01
3372 EBVI (79) 2017_3 4.522801e-01
3373 EBVI (79) 2017_4 7.181771e-01
3374 EBVI (79) 2017_5 4.795807e-01
3375 EBVI (79) 2017_6 4.612150e-01
3376 EBVI (79) 2017_7 4.865869e-01
3377 EBVI (79) 2017_8 2.154654e-01
3378 EBVI (79) 2017_9 4.755251e-01
3379 EBVI (79) 2017_10 4.013604e-01
3380 EBVI (79) 2017_11 7.244783e-01
3381 EBVI (79) 2017_12 6.720686e-01
3382 EBVI (79) 2018_1 5.845060e-01
3383 EBVI (79) 2018_2 5.392118e-01
3384 EBVI (79) 2018_3 3.905975e-01
3385 EBVI (79) 2018_4 3.141971e-01
3386 EBVI (79) 2018_11 7.287799e-01
3387 EBVI (79) 2018_12 3.239849e-01
3388 EI (36) 2014_5 4.497229e-01
3389 EI (36) 2014_6 5.175453e-01
3390 EI (36) 2014_11 3.608776e-01
3391 EI (36) 2014_12 1.298656e-01
3392 EI (36) 2015_7 3.470221e-01
3393 EI (36) 2016_7 7.831519e-01
3394 EI (36) 2017_4 8.914009e-02
3395 EI (36) 2017_7 2.322696e-01
3396 EI (36) 2017_8 4.558819e-01
3397 EI (36) 2018_6 2.147264e-01
3398 EI (36) 2018_8 3.774702e-01
3399 EI (36) 2018_9 1.667451e-01
3400 Tra (3) 2016_7 1.278564e-01
3401 Tra (3) 2016_10 3.318175e-01
3402 NT (1) 2014_12 2.023609e-03
3403 Her (63) 2014_7 2.434954e-01
3404 Her (63) 2015_5 1.339099e-01
3405 Her (63) 2015_7 6.310874e-01
3406 Her (63) 2015_10 2.078313e-01
3407 Her (63) 2015_11 5.204958e-01
3408 Her (63) 2016_4 2.042985e-01
3409 Her (63) 2016_6 2.249666e-01
3410 Her (63) 2016_7 7.522077e-01
3411 Her (63) 2016_8 4.585218e-01
3412 Her (63) 2016_9 6.737223e-02
3413 Her (63) 2016_11 1.281596e-01
3414 Her (63) 2017_1 3.426885e-01
3415 Her (63) 2017_2 2.766677e-01
3416 Her (63) 2017_4 3.988437e-01
3417 Her (63) 2017_5 2.795818e-02
3418 Her (63) 2017_6 3.630182e-01
3419 Her (63) 2017_7 2.234359e-01
3420 Her (63) 2017_8 4.578431e-01
3421 Her (63) 2017_9 1.431364e-01
3422 Her (63) 2017_10 1.164326e-02
3423 Her (63) 2017_11 1.976835e-01
3424 Her (63) 2018_1 3.746333e-01
3425 Her (63) 2018_2 1.910014e-01
3426 Her (63) 2018_3 1.195414e-01
3427 Her (63) 2018_4 1.333289e-01
3428 Her (63) 2018_5 1.814025e-01
3429 Her (63) 2018_6 3.840421e-01
3430 Her (63) 2018_9 2.545263e-01
3431 Her (63) 2018_10 3.814870e-01
3432 AHC (94) 2014_7 4.951441e-01
3433 AHC (94) 2015_5 6.443027e-01
3434 AHC (94) 2015_7 7.355901e-01
3435 AHC (94) 2015_8 2.440297e-01
3436 AHC (94) 2015_11 2.604212e-01
3437 AHC (94) 2015_12 5.050310e-01
3438 AHC (94) 2016_5 5.436654e-02
3439 AHC (94) 2016_6 2.610346e-01
3440 AHC (94) 2016_7 6.324315e-01
3441 AHC (94) 2016_9 3.619315e-01
3442 AHC (94) 2016_10 2.452902e-02
3443 AHC (94) 2016_12 5.391990e-01
3444 AHC (94) 2017_4 3.071479e-01
3445 AHC (94) 2017_5 5.044563e-02
3446 AHC (94) 2017_6 4.917837e-01
3447 AHC (94) 2017_7 3.530702e-01
3448 AHC (94) 2017_9 6.154005e-01
3449 AHC (94) 2017_10 8.208102e-01
3450 AHC (94) 2017_11 4.599569e-01
3451 AHC (94) 2017_12 2.911727e-01
3452 AHC (94) 2018_2 5.293917e-01
3453 AHC (94) 2018_3 1.728851e-01
3454 AHC (94) 2018_4 7.945577e-03
3455 AHC (94) 2018_6 5.563199e-01
3456 AHC (94) 2018_7 2.689059e-01
3457 AHC (94) 2018_8 2.328930e-02
3458 AHC (94) 2018_9 1.894056e-01
3459 AHC (94) 2018_10 4.626184e-01
3460 AHC (94) 2018_11 3.355580e-02
3461 Wart (38) 2015_3 2.634544e-01
3462 Wart (38) 2015_5 1.144183e-01
3463 Wart (38) 2015_7 4.748336e-01
3464 Wart (38) 2015_9 2.893782e-01
3465 Wart (38) 2015_11 2.131514e-01
3466 Wart (38) 2016_7 1.474687e-01
3467 Wart (38) 2016_8 2.782627e-01
3468 Wart (38) 2017_2 4.645673e-01
3469 Wart (38) 2017_3 4.705035e-01
3470 Wart (38) 2017_5 3.689704e-02
3471 Wart (38) 2017_6 4.338548e-01
3472 Wart (38) 2017_7 1.557700e-01
3473 Wart (38) 2017_8 2.510598e-01
3474 Wart (38) 2017_10 2.689380e-01
3475 Wart (38) 2017_11 6.158388e-01
3476 Wart (38) 2017_12 2.267247e-01
3477 Wart (38) 2018_1 1.048444e-01
3478 Wart (38) 2018_3 3.103003e-01
3479 Wart (38) 2018_4 5.895934e-03
3480 Wart (38) 2018_11 3.339900e-01Step 1: Mapping data
Step 2: Add geom_tile
Step 3: Set color
Step 4: Set theme
(p_B = ggplot(dat2,aes(y = label, x = year_month, fill = Incidence2)) +
geom_tile() +
scale_fill_gradient(high = '#FF0000', low = 'white', limits = c(0, 1))+
labs(fill = 'Standarded Incidence', y = 'Disease name', x = 'Year', tag = "(B)") +
theme(axis.text.x = element_text(angle = 0, vjust = 0.3, hjust = 0.1),axis.text.y = element_text(color = rev(dis_color), size = 12-4)) +
geom_vline(xintercept = seq(from = 12.5, length.out = 4, by = 12), linetype = 'dashed') +
theme(axis.line = element_line(linetype = 'solid'),panel.border = element_rect(color = 'grey', fill = NA), axis.ticks.x = element_blank(),axis.text.x = element_text(color = 'black'))+
scale_x_discrete(labels =c(rep('',5), 2014,rep('',11), 2015, rep('',11), 2016, rep('',11), 2017, rep('',11), 2018, rep('',6))) +
theme(legend.position = 'top') +
theme(axis.title = element_text(size = 12),axis.text.x = element_text(size = 12))) 
Radial heatmap (Part C)
A radial heatmap is a more complex form of data visualization that is essentially a simple heatmap rolled into a ball. Therefore, a radial heatmap can warp both space and time to aid in the expedited discovery of periodic patterns and trends in time series data and other cyclic variables.
Step 0: Data Preparation
defi_month defi_year Incidence2 disease_type_en
1 1 2015 0.046047565 Gastrointestinal
2 1 2015 0.013017749 Mucocutaneous
3 1 2016 0.165870831 Gastrointestinal
4 1 2016 0.017050839 Mucocutaneous
5 1 2014 0.022928774 Gastrointestinal
6 1 2014 0.181506499 Mucocutaneous
7 2 2015 0.056091621 Gastrointestinal
8 2 2015 0.116506123 Mucocutaneous
9 2 2016 0.058685285 Mucocutaneous
10 2 2014 0.034566197 Gastrointestinal
11 2 2014 0.132408180 Mucocutaneous
12 3 2015 0.045981383 Gastrointestinal
13 3 2016 0.050077145 Gastrointestinal
14 3 2016 0.021068272 Mucocutaneous
15 3 2014 0.045584113 Mucocutaneous
16 4 2015 0.188691314 Mucocutaneous
17 4 2014 0.059785048 Gastrointestinal
18 4 2014 0.186661716 Mucocutaneous
19 5 2015 0.080135590 Gastrointestinal
20 5 2014 0.037279141 Gastrointestinal
21 6 2015 0.096782371 Mucocutaneous
22 6 2014 0.011797491 Gastrointestinal
23 8 2016 0.092600445 Gastrointestinal
24 8 2014 0.062889123 Gastrointestinal
25 8 2014 0.052503927 Mucocutaneous
26 9 2015 0.158669331 Gastrointestinal
27 9 2016 0.093778704 Gastrointestinal
28 9 2014 0.025337312 Gastrointestinal
29 9 2014 0.103813694 Mucocutaneous
30 10 2017 0.135381492 Gastrointestinal
31 10 2015 0.052646422 Gastrointestinal
32 10 2016 0.019507148 Gastrointestinal
33 10 2014 0.099512566 Gastrointestinal
34 10 2014 0.097813349 Mucocutaneous
35 11 2015 0.092158108 Gastrointestinal
36 11 2016 0.078864025 Gastrointestinal
37 11 2014 0.065391765 Gastrointestinal
38 12 2015 0.003808829 Gastrointestinal
39 12 2016 0.020596266 Gastrointestinal
40 12 2018 0.028047100 Gastrointestinal
41 12 2014 0.059470698 Gastrointestinal
42 1 2014 0.220868504 Respiratory
43 2 2014 0.053344535 Respiratory
44 3 2014 0.404501774 Respiratory
45 4 2014 0.165545235 Respiratory
46 5 2014 0.133210377 Respiratory
47 6 2014 0.239981787 Respiratory
48 7 2014 0.951751453 Respiratory
49 8 2014 0.172938597 Respiratory
50 9 2014 0.310543402 Respiratory
51 10 2014 0.089385905 Respiratory
52 11 2014 0.142280460 Respiratory
53 12 2014 0.133126082 Respiratory
54 1 2015 0.540682622 Respiratory
55 2 2015 0.427577342 Respiratory
56 3 2015 0.512998412 Respiratory
57 4 2015 0.214198079 Respiratory
58 5 2015 0.323287630 Respiratory
59 6 2015 0.420068822 Respiratory
60 7 2015 1.027733153 Respiratory
61 8 2015 0.325956226 Respiratory
62 9 2015 0.515752211 Respiratory
63 10 2015 0.513358798 Respiratory
64 11 2015 0.386906940 Respiratory
65 12 2015 0.470388445 Respiratory
66 1 2016 0.584754409 Respiratory
67 2 2016 0.699608623 Respiratory
68 3 2016 0.799084206 Respiratory
69 4 2016 0.704543349 Respiratory
70 5 2016 0.929294183 Respiratory
71 6 2016 0.644294567 Respiratory
72 7 2016 0.779083112 Respiratory
73 8 2016 0.739917482 Respiratory
74 9 2016 0.560701545 Respiratory
75 10 2016 0.458573656 Respiratory
76 11 2016 0.780510805 Respiratory
77 12 2016 0.676503394 Respiratory
78 1 2017 0.810708152 Respiratory
79 2 2017 0.896856217 Respiratory
80 3 2017 0.849392717 Respiratory
81 4 2017 0.883163291 Respiratory
82 5 2017 0.894087886 Respiratory
83 6 2017 0.884130908 Respiratory
84 7 2017 1.035827616 Respiratory
85 8 2017 0.937758294 Respiratory
86 9 2017 0.989124142 Respiratory
87 10 2017 0.984548766 Respiratory
88 11 2017 0.949271045 Respiratory
89 12 2017 0.942657807 Respiratory
90 1 2018 1.101714739 Respiratory
91 2 2018 1.090045366 Respiratory
92 3 2018 0.968314599 Respiratory
93 4 2018 0.759741899 Respiratory
94 5 2018 0.696244141 Respiratory
95 6 2018 0.879655978 Respiratory
96 7 2018 0.668120759 Respiratory
97 8 2018 0.919852990 Respiratory
98 9 2018 0.966349866 Respiratory
99 10 2018 0.824267802 Respiratory
100 11 2018 0.764500767 Respiratory
101 12 2018 0.830851236 Respiratory
102 3 2014 0.074298410 Gastrointestinal
103 7 2014 0.301933129 Gastrointestinal
104 4 2015 0.048604813 Gastrointestinal
105 6 2015 0.038829810 Gastrointestinal
106 7 2015 0.368431590 Gastrointestinal
107 8 2015 0.020312642 Gastrointestinal
108 2 2016 0.252472216 Gastrointestinal
109 4 2016 0.029892406 Gastrointestinal
110 5 2016 0.125065684 Gastrointestinal
111 6 2016 0.033546385 Gastrointestinal
112 7 2016 0.731028092 Gastrointestinal
113 1 2017 0.005070124 Gastrointestinal
114 2 2017 0.247687047 Gastrointestinal
115 3 2017 0.363099022 Gastrointestinal
116 4 2017 0.298802595 Gastrointestinal
117 5 2017 0.175007774 Gastrointestinal
118 6 2017 0.108091561 Gastrointestinal
119 7 2017 0.056303697 Gastrointestinal
120 8 2017 0.231911445 Gastrointestinal
121 9 2017 0.133733772 Gastrointestinal
122 11 2017 0.181661805 Gastrointestinal
123 12 2017 0.250519545 Gastrointestinal
124 1 2018 0.185162982 Gastrointestinal
125 2 2018 0.244579251 Gastrointestinal
126 3 2018 0.400403465 Gastrointestinal
127 4 2018 0.659021283 Gastrointestinal
128 5 2018 0.268761336 Gastrointestinal
129 6 2018 0.176362599 Gastrointestinal
130 7 2018 0.226807415 Gastrointestinal
131 8 2018 0.274146206 Gastrointestinal
132 9 2018 0.236617587 Gastrointestinal
133 10 2018 0.153119431 Gastrointestinal
134 11 2018 0.118329467 Gastrointestinal
135 1 2014 0.171470645 Vector-borne
136 2 2014 0.327766926 Vector-borne
137 3 2014 0.157372286 Vector-borne
138 4 2014 0.489400156 Vector-borne
139 5 2014 0.629481785 Vector-borne
140 6 2014 0.359819178 Vector-borne
141 7 2014 0.821491175 Vector-borne
142 8 2014 0.624706892 Vector-borne
143 9 2014 0.551627283 Vector-borne
144 10 2014 0.565096941 Vector-borne
145 11 2014 0.398108931 Vector-borne
146 12 2014 0.304399695 Vector-borne
147 1 2015 0.257646835 Vector-borne
148 2 2015 0.422421021 Vector-borne
149 3 2015 0.633138307 Vector-borne
150 4 2015 0.259675331 Vector-borne
151 5 2015 0.586843383 Vector-borne
152 6 2015 0.600417738 Vector-borne
153 7 2015 0.977583192 Vector-borne
154 8 2015 0.596421026 Vector-borne
155 9 2015 0.828170569 Vector-borne
156 10 2015 0.823659308 Vector-borne
157 11 2015 0.803750691 Vector-borne
158 12 2015 0.300941453 Vector-borne
159 1 2016 0.354801586 Vector-borne
160 2 2016 0.254395196 Vector-borne
161 3 2016 0.532259564 Vector-borne
162 4 2016 0.368402763 Vector-borne
163 5 2016 0.316416908 Vector-borne
164 6 2016 0.843756503 Vector-borne
165 7 2016 0.782986056 Vector-borne
166 8 2016 0.510865230 Vector-borne
167 9 2016 0.795664689 Vector-borne
168 10 2016 0.756988733 Vector-borne
169 11 2016 0.841608984 Vector-borne
170 12 2016 0.494772901 Vector-borne
171 1 2017 0.424755386 Vector-borne
172 2 2017 0.402629689 Vector-borne
173 3 2017 0.466052734 Vector-borne
174 4 2017 0.709331676 Vector-borne
175 5 2017 0.530460985 Vector-borne
176 6 2017 0.475689949 Vector-borne
177 7 2017 0.774396601 Vector-borne
178 8 2017 0.929078963 Vector-borne
179 9 2017 0.995737290 Vector-borne
180 10 2017 0.948719451 Vector-borne
181 11 2017 0.780115263 Vector-borne
182 12 2017 0.734774116 Vector-borne
183 1 2018 0.395884382 Vector-borne
184 2 2018 0.324993115 Vector-borne
185 3 2018 0.183283240 Vector-borne
186 4 2018 0.322328743 Vector-borne
187 5 2018 0.680837589 Vector-borne
188 6 2018 0.508821220 Vector-borne
189 7 2018 0.664555958 Vector-borne
190 8 2018 0.608719447 Vector-borne
191 9 2018 0.838394338 Vector-borne
192 10 2018 0.641624073 Vector-borne
193 11 2018 0.583164917 Vector-borne
194 12 2018 0.345174089 Vector-borne
195 1 2014 0.465792434 Blood-and sex-transmitted
196 2 2014 0.591960721 Blood-and sex-transmitted
197 3 2014 0.602889415 Blood-and sex-transmitted
198 4 2014 0.587575567 Blood-and sex-transmitted
199 5 2014 0.473979933 Blood-and sex-transmitted
200 6 2014 0.420409520 Blood-and sex-transmitted
201 7 2014 0.998220803 Blood-and sex-transmitted
202 8 2014 0.712669869 Blood-and sex-transmitted
203 9 2014 0.759547270 Blood-and sex-transmitted
204 10 2014 0.546944889 Blood-and sex-transmitted
205 11 2014 0.551577588 Blood-and sex-transmitted
206 12 2014 0.576274924 Blood-and sex-transmitted
207 1 2015 0.587510373 Blood-and sex-transmitted
208 2 2015 0.452468775 Blood-and sex-transmitted
209 3 2015 0.792851364 Blood-and sex-transmitted
210 4 2015 0.510388693 Blood-and sex-transmitted
211 5 2015 0.562465064 Blood-and sex-transmitted
212 6 2015 0.586492295 Blood-and sex-transmitted
213 7 2015 1.102359557 Blood-and sex-transmitted
214 8 2015 0.564571223 Blood-and sex-transmitted
215 9 2015 0.698394073 Blood-and sex-transmitted
216 10 2015 0.830079346 Blood-and sex-transmitted
217 11 2015 0.575922288 Blood-and sex-transmitted
218 12 2015 0.389430855 Blood-and sex-transmitted
219 1 2016 0.631546433 Blood-and sex-transmitted
220 2 2016 0.356431903 Blood-and sex-transmitted
221 3 2016 0.628278328 Blood-and sex-transmitted
222 4 2016 0.662532172 Blood-and sex-transmitted
223 5 2016 0.754189447 Blood-and sex-transmitted
224 6 2016 0.752573507 Blood-and sex-transmitted
225 7 2016 0.965912263 Blood-and sex-transmitted
226 8 2016 0.537210515 Blood-and sex-transmitted
227 9 2016 0.773517188 Blood-and sex-transmitted
228 10 2016 0.575343821 Blood-and sex-transmitted
229 11 2016 0.808889760 Blood-and sex-transmitted
230 12 2016 0.808054642 Blood-and sex-transmitted
231 1 2017 0.958425149 Blood-and sex-transmitted
232 2 2017 0.823361863 Blood-and sex-transmitted
233 3 2017 0.822959674 Blood-and sex-transmitted
234 4 2017 0.735375029 Blood-and sex-transmitted
235 5 2017 0.709317888 Blood-and sex-transmitted
236 6 2017 0.642777151 Blood-and sex-transmitted
237 7 2017 0.721437191 Blood-and sex-transmitted
238 8 2017 0.932207121 Blood-and sex-transmitted
239 9 2017 0.957488349 Blood-and sex-transmitted
240 10 2017 0.858487278 Blood-and sex-transmitted
241 11 2017 0.904110776 Blood-and sex-transmitted
242 12 2017 0.809200978 Blood-and sex-transmitted
243 1 2018 0.931806839 Blood-and sex-transmitted
244 2 2018 0.722524464 Blood-and sex-transmitted
245 3 2018 0.802905651 Blood-and sex-transmitted
246 4 2018 1.018769001 Blood-and sex-transmitted
247 5 2018 0.938126450 Blood-and sex-transmitted
248 6 2018 0.735019791 Blood-and sex-transmitted
249 7 2018 0.850858964 Blood-and sex-transmitted
250 8 2018 0.989047928 Blood-and sex-transmitted
251 9 2018 0.929968670 Blood-and sex-transmitted
252 10 2018 0.872731283 Blood-and sex-transmitted
253 11 2018 0.929276230 Blood-and sex-transmitted
254 12 2018 0.903219549 Blood-and sex-transmitted
255 5 2014 0.262514970 Mucocutaneous
256 6 2014 0.209637697 Mucocutaneous
257 7 2014 0.260937092 Mucocutaneous
258 11 2014 0.169600508 Mucocutaneous
259 12 2014 0.064273076 Mucocutaneous
260 3 2015 0.100819158 Mucocutaneous
261 5 2015 0.150938461 Mucocutaneous
262 7 2015 0.428194422 Mucocutaneous
263 8 2015 0.041742470 Mucocutaneous
264 9 2015 0.170907899 Mucocutaneous
265 10 2015 0.243168901 Mucocutaneous
266 11 2015 0.338503280 Mucocutaneous
267 12 2015 0.097071004 Mucocutaneous
268 4 2016 0.157930732 Mucocutaneous
269 5 2016 0.005711963 Mucocutaneous
270 6 2016 0.100001803 Mucocutaneous
271 7 2016 0.774037980 Mucocutaneous
272 8 2016 0.291580982 Mucocutaneous
273 9 2016 0.147929012 Mucocutaneous
274 10 2016 0.021419327 Mucocutaneous
275 11 2016 0.106547316 Mucocutaneous
276 12 2016 0.154533468 Mucocutaneous
277 1 2017 0.131727374 Mucocutaneous
278 2 2017 0.229810330 Mucocutaneous
279 3 2017 0.292198916 Mucocutaneous
280 4 2017 0.383123869 Mucocutaneous
281 5 2017 0.063329710 Mucocutaneous
282 6 2017 0.458166971 Mucocutaneous
283 7 2017 0.345899954 Mucocutaneous
284 8 2017 0.257566112 Mucocutaneous
285 9 2017 0.361582791 Mucocutaneous
286 10 2017 0.378616220 Mucocutaneous
287 11 2017 0.476117391 Mucocutaneous
288 12 2017 0.509991953 Mucocutaneous
289 1 2018 0.308558283 Mucocutaneous
290 2 2018 0.331825843 Mucocutaneous
291 3 2018 0.439579700 Mucocutaneous
292 4 2018 0.281441268 Mucocutaneous
293 5 2018 0.139970326 Mucocutaneous
294 6 2018 0.180052428 Mucocutaneous
295 7 2018 0.333800397 Mucocutaneous
296 8 2018 0.136361207 Mucocutaneous
297 9 2018 0.354986343 Mucocutaneous
298 10 2018 0.091125948 Mucocutaneous
299 11 2018 0.297812644 Mucocutaneous
300 12 2018 0.196767519 MucocutaneousStep 1: Mapping data
Step 2: Add geom_tile
Step 3: Facet plot
Step 4: Change coordinate system
Step 5: Set color
Step 6: Set theme
(p_C = ggplot(dat3,aes(x = defi_month, y = defi_year, fill = Incidence2)) +
geom_tile(color = 'black') +
facet_wrap(vars(disease_type_en), nrow = 1, ncol = 5)+
coord_polar()+
scale_fill_gradientn(colours=colormap) +
labs(tag = '(C)', fill = 'Standarded Incidence', x = 'Month', y = "Year") +
scale_x_continuous( breaks=seq(from = 1, to = 12, length.out = 12)) +
theme_classic()+
theme(plot.margin=unit(c(-4,0.5,-4,-0), "cm")) +
theme(legend.position = 'bottom') +
theme(axis.text = element_text(size = 12),axis.title = element_text(size = 12),strip.text = element_text(size = 12)))
Combine multiple figures using patchwork package
Plots in our papers created in R
Resources
4.STHDA
Thanks for you listening!
