diff --git a/.gitignore b/.gitignore
index d30723a..f51dd44 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,3 +8,6 @@
 *lesson.html
 *lesson_files/
 rsconnect/
+
+*.html
+drafts/
diff --git a/07-adv-model-infer/01-lesson/07-01-lesson.Rmd b/07-adv-model-infer/01-lesson/07-01-lesson.Rmd
new file mode 100644
index 0000000..3b2a91c
--- /dev/null
+++ b/07-adv-model-infer/01-lesson/07-01-lesson.Rmd
@@ -0,0 +1,305 @@
+---
+title: "Advanced Inference: 1 - Interactions"
+output:
+  learnr::tutorial:
+    progressive: true
+    allow_skip: true
+runtime: shiny_prerendered
+---
+
+```{r setup, message=FALSE, warning=FALSE, include=FALSE}
+#devtools::install_github("rundel/learnrhash")
+#devtools::install_git("git@github.com:rundel/learnrhash.git")
+
+library(learnr)
+library(tidyverse)
+library(openintro)
+library(grid)
+library(png)
+library(ggplot2)
+#library(emo)
+
+knitr::opts_chunk$set(echo = FALSE,
+                      fig.align = "center",
+                      fig.height = 3,
+                      fig.width = 5,
+                      message = FALSE,
+                      warning = FALSE)
+
+tutorial_options(exercise.eval = FALSE)
+
+# Hash generation helpers
+# Should ideally be loaded from the imstutorials package when it exists
+is_server_context <- function(.envir) {
+  # We are in the server context if there are the follow:
+  # * input - input reactive values
+  # * output - shiny output
+  # * session - shiny session
+  #
+  # Check context by examining the class of each of these.
+  # If any is missing then it will be a NULL which will fail.
+  
+  inherits(.envir$input, "reactivevalues") &
+    inherits(.envir$output, "shinyoutput") &
+    inherits(.envir$session, "ShinySession")
+}
+
+check_server_context <- function(.envir) {
+  if (!is_server_context(.envir)) {
+    calling_func <- deparse(sys.calls()[[sys.nframe() - 1]])
+    err <- paste0("Function `", calling_func, "`", " must be called from an Rmd chunk where `context = \"server\"`")
+    stop(err, call. = FALSE)
+  }
+}
+encoder_logic <- function(strip_output = FALSE) {
+  p <- parent.frame()
+  check_server_context(p)
+  # Make this var available within the local context below
+  assign("strip_output", strip_output, envir = p)
+  # Evaluate in parent frame to get input, output, and session
+  local(
+    {
+      encoded_txt <- shiny::eventReactive(
+        input$hash_generate,
+        {
+          # shiny::getDefaultReactiveDomain()$userData$tutorial_state
+          state <- learnr:::get_tutorial_state()
+          shiny::validate(shiny::need(length(state) > 0, "No progress yet."))
+          shiny::validate(shiny::need(nchar(input$name) > 0, "No name entered."))
+          shiny::validate(shiny::need(nchar(input$studentID) > 0, "Please enter your student ID"))
+          user_state <- purrr::map_dfr(state, identity, .id = "label")
+          user_state <- dplyr::group_by(user_state, label, type, correct)
+          user_state <- dplyr::summarize(
+            user_state,
+            answer = list(answer),
+            timestamp = dplyr::first(timestamp),
+            .groups = "drop"
+          )
+          user_state <- dplyr::relocate(user_state, correct, .before = timestamp)
+          user_info <- tibble(
+            label = c("student_name", "student_id"),
+            type = "identifier",
+            answer = as.list(c(input$name, input$studentID)),
+            timestamp = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z", tz = "UTC")
+          )
+          learnrhash::encode_obj(bind_rows(user_info, user_state))
+        }
+      )
+      output$hash_output <- shiny::renderText(encoded_txt())
+    },
+    envir = p
+  )
+}
+
+hash_encoder_ui <- {
+  shiny::div("If you have completed this tutorial and are happy with all of your", "solutions, please enter your identifying information, then click the button below to generate your hash", textInput("name", "What's your name?"), textInput("studentID", "What is your student ID?"), renderText({
+    input$caption
+  }), )
+}
+```
+
+## Welcome
+
+In the previous tutorials, you've learned how to perform multiple regression for inference and prediction. We will build on these skills in this tutorial, and in particular learn how to adapt models where two or more variables interact with each other and the outcome of interest.
+
+As a simple example, suppose we want to predict how much food cats will eat in a week. We have a sample of 16 pet cats, and have recorded their ages, weights, and body lengths, as well as how many grams of food they eat. Many of these variables are inter-correlated: kittens eat less than adult cats, and they are also smaller by weight and length. Similarly, many larger cats by length also weigh more (and eat more) than their shorter peers. In a situation like this, it's difficult to tease apart the relationships between the covariates and the outcome. We will learn how to address this below. 
+
+
+### Example: demographic data
+
+An academic advisor wants to study the career outcomes of former students under her mentorship. She collects the following data on 16 recent graduates: 
+
+- `income` - annual income, in tens of thousands of USD
+- `experience` - years of work experience
+- `gender` - factor indicating gender 
+
+Here's what a scatterplot of the data looks like:
+
+```{r, echo=FALSE}
+inc <- c(43, 48, 52, 70, 61, 83, 96, 100,
+         36, 40, 39, 44, 46, 49, 50, 53) 
+exp <- c(1, 2, 4, 6, 5, 3, 8, 10,
+         1, 3, 2, 5, 8, 6, 7, 10)
+gen <- c("male", "male", "male", "male", "male", "male", "male", "male",
+         "female", "female", "female", "female", "female", "female", "female", 
+         "female")
+
+data <- data.frame(inc, exp, gen)
+colnames(data) <- c("income", "experience", "gender")
+
+ggplot(data=data, aes(y=income, x=experience, col=gender)) +
+  geom_point()
+```
+
+
+### Modeling the demographic data
+
+Let's fit a linear model to these data, using all the covariates we have. 
+
+```{r, include=TRUE}
+m1 <- lm(data=data, income ~ .)
+summary(m1)
+```
+
+
+### Adding interactions to our model
+
+In R, the syntax for adding an interaction term within the linear model `lm()` is `lm(y ~ x1 + x2 + x1:x2)`, where $y$ is the dependent variable and $x_1, x_2$ are two covariates. 
+
+```{r, include=TRUE}
+m2 <- lm(data=data, income ~ experience + gender + experience:gender)
+summary(m2)
+```
+
+
+### Assessing model fit
+
+```{r, echo=FALSE}
+ggplot(data=data, aes(x=experience, y=income)) +
+  geom_point(aes(col=gender)) +
+  geom_smooth(method='lm', se=FALSE) +
+  ggtitle('Linear model without interaction term')
+  
+tab <- matrix(c(0.733, 0.692, 11.1, 0.833, 0.791, 9.1), ncol=3, byrow=TRUE)
+colnames(tab) <- c('Multiple R-squared', 'Adjusted R-squared', 'Residual SE')
+rownames(tab) <- c('m1', 'm2')
+tab <- as.table(tab)
+print(tab)
+```
+
+We can see that the model that includes an interaction term performs better by the measures of goodness of fit that we know: the $R^2$ and adjusted $R^2$ are higher, and the SE's are lower. 
+
+
+## Your turn!
+
+### Data exploration
+
+Now we'll turn to a more interesting problem that does not have a categorical variable, but where our model can still benefit from including interactions. In this analysis, we are interested in determining what factors influence ice cream consumption from an ice cream truck with a route that travels across different neighborhoods. The variables are:
+
+- `cons` - ice cream consumption
+- `temp` - outdoor temperature
+- `income` - average neighborhood income
+- `price` - ice cream price
+
+To start, load the `icecream.csv` data file into a DataFrame and create scatterplots to examine the relationships between the varables. 
+
+```{r ex1, exercise = TRUE}
+# Load data
+icecream <- _______("data/icecream.csv")
+
+# View some of the variables
+head(icecream)
+
+# Plot ice cream consumption vs outside temperature
+ggplot(data=icecream, aes(y=_______, x=_______)) +
+  geom_point()
+
+# Plot ice cream consumption vs ice cream price, colored by outside temperature
+ggplot(data=icecream, aes(y=_______, x=_______, col=temp)) +
+  geom_point()
+
+# Plot ice cream consumption vs consumer income, colored by price
+ggplot(data=icecream, aes(y=_______, x=_______, col=_______)) +
+  geom_point()
+```
+
+```{r ex1-hint-1}
+# Try the following command for loading the csv file:
+read.csv("data/icecream.csv")
+```
+
+```{r ex1-solution}
+# Solution
+icecream <- read.csv("data/icecream.csv")
+
+ggplot(data=icecream, aes(y=cons, x=temp)) +
+  geom_point()
+
+ggplot(data=icecream, aes(y=cons, x=price, col=temp)) +
+  geom_point()
+
+ggplot(data=icecream, aes(y=cons, x=income, col=temp)) +
+  geom_point()
+```
+
+```{r mc1}
+question("What is the relationship between ice cream consumption and temperature?",
+         answer("Positive and somewhat linear", correct=TRUE),
+         answer("Positive and strongly linear"),
+         answer("Negative and non-linear"),
+         answer("There is no correlation"))
+```
+
+### Modeling icecream consumption
+
+We can see that ice cream consumption and temperature have a positive and somewhat linear relationship; that is, when temperature increases, we observe that consumption is also likely to increase. But, we have two other variables in the dataset: price and income. Could these two variables be inter-related?
+
+First, let's write a model for the data: if $y$ is consumption, then with the variables we explored above the model can be expressed as
+
+$y = \beta_0 + \beta_{\rm temp}x_{\rm temp} + \beta_{\rm price}x_{\rm price} + \beta_{\rm income}x_{\rm income} + residuals$
+
+Now, fit this model below:
+
+```{r ex2, exercise = TRUE}
+m1 <- ____
+
+summary(m1)
+```
+
+```{r ex2-solution}
+# Add the independent variables (covariates) after the ~ and separated by +
+m1 <- lm(data=icecream, cons ~ temp + price + income)
+
+summary(m1)
+```
+
+
+### Interactions between non-categorical variables
+
+Now add the interaction term corresponding to the written model below: 
+
+$y = \beta_0 + \beta_{\rm temp}x_{\rm temp} + \beta_{\rm price}x_{\rm price} + \beta_{\rm income}x_{\rm income} + \beta_{\rm price:income}x_{\rm price}x_{\rm income} + residuals$
+
+Note that all of these are continuous variables, not categorical. 
+
+```{r ex3, exercise = TRUE}
+m2 <- ____
+
+summary(m2)
+```
+
+```{r ex3-solution}
+# Add the independent variables (covariates) after the ~ and separated by +
+m2 <- lm(data=icecream, cons ~ temp + price + income + price:income)
+
+summary(m2)
+```
+
+
+### Assessing model fit
+
+```{r, echo=FALSE}
+tab <- matrix(c(0.719, 0.687, 0.037, 0.759, 0.721, 0.035), ncol=3, byrow=TRUE)
+colnames(tab) <- c('Multiple R-squared', 'Adjusted R-squared', 'Residual SE')
+rownames(tab) <- c('m1', 'm2')
+tab <- as.table(tab)
+print(tab)
+```
+
+```{r mc2}
+question("Given the measures of model fit above, which model do you think fits the icecream consumption data better?",
+         answer("m1, linear model with no interactions"),
+         answer("m2, linear model with interaction between price and income", correct=TRUE),
+         answer("Not sure"))
+```
+
+
+## Submit
+
+```{r, echo=FALSE, context="server"}
+encoder_logic()
+```
+
+```{r encode, echo=FALSE}
+learnrhash::encoder_ui(ui_before = hash_encoder_ui)
+```
diff --git a/07-adv-model-infer/01-lesson/data/icecream.csv b/07-adv-model-infer/01-lesson/data/icecream.csv
new file mode 100644
index 0000000..eeb7f03
--- /dev/null
+++ b/07-adv-model-infer/01-lesson/data/icecream.csv
@@ -0,0 +1,31 @@
+rownames,cons,income,price,temp
+1,0.386,78,0.27,41
+2,0.374,79,0.282,56
+3,0.393,81,0.277,63
+4,0.425,80,0.28,68
+5,0.406,76,0.272,69
+6,0.344,78,0.262,65
+7,0.327,82,0.275,61
+8,0.288,79,0.267,47
+9,0.269,76,0.265,32
+10,0.256,79,0.277,24
+11,0.286,82,0.282,28
+12,0.298,85,0.27,26
+13,0.329,86,0.272,32
+14,0.318,83,0.287,40
+15,0.381,84,0.277,55
+16,0.381,82,0.287,63
+17,0.47,80,0.28,72
+18,0.443,78,0.277,72
+19,0.386,84,0.277,67
+20,0.342,86,0.277,60
+21,0.319,85,0.292,44
+22,0.307,87,0.287,40
+23,0.284,94,0.277,32
+24,0.326,92,0.285,27
+25,0.309,95,0.282,28
+26,0.359,96,0.265,33
+27,0.376,94,0.265,41
+28,0.416,96,0.265,52
+29,0.437,91,0.268,64
+30,0.548,90,0.26,71
\ No newline at end of file
diff --git a/07-adv-model-infer/02-lesson/07-02-lesson.Rmd b/07-adv-model-infer/02-lesson/07-02-lesson.Rmd
new file mode 100644
index 0000000..2cb7e68
--- /dev/null
+++ b/07-adv-model-infer/02-lesson/07-02-lesson.Rmd
@@ -0,0 +1,296 @@
+---
+title: "Advanced Inference: 2 - Nonlinear Regression"
+output:
+  learnr::tutorial:
+    progressive: true
+    allow_skip: true
+runtime: shiny_prerendered
+---
+
+```{r setup, message=FALSE, warning=FALSE, include=FALSE}
+#devtools::install_github("rundel/learnrhash")
+#devtools::install_git("git@github.com:rundel/learnrhash.git")
+
+library(learnr)
+library(tidyverse)
+library(openintro)
+library(grid)
+library(png)
+#library(emo)
+
+knitr::opts_chunk$set(echo = FALSE,
+                      fig.align = "center",
+                      fig.height = 3,
+                      fig.width = 5,
+                      message = FALSE,
+                      warning = FALSE)
+
+tutorial_options(exercise.eval = FALSE)
+
+# Hash generation helpers
+# Should ideally be loaded from the imstutorials package when it exists
+is_server_context <- function(.envir) {
+  # We are in the server context if there are the follow:
+  # * input - input reactive values
+  # * output - shiny output
+  # * session - shiny session
+  #
+  # Check context by examining the class of each of these.
+  # If any is missing then it will be a NULL which will fail.
+  
+  inherits(.envir$input, "reactivevalues") &
+    inherits(.envir$output, "shinyoutput") &
+    inherits(.envir$session, "ShinySession")
+}
+
+check_server_context <- function(.envir) {
+  if (!is_server_context(.envir)) {
+    calling_func <- deparse(sys.calls()[[sys.nframe() - 1]])
+    err <- paste0("Function `", calling_func, "`", " must be called from an Rmd chunk where `context = \"server\"`")
+    stop(err, call. = FALSE)
+  }
+}
+encoder_logic <- function(strip_output = FALSE) {
+  p <- parent.frame()
+  check_server_context(p)
+  # Make this var available within the local context below
+  assign("strip_output", strip_output, envir = p)
+  # Evaluate in parent frame to get input, output, and session
+  local(
+    {
+      encoded_txt <- shiny::eventReactive(
+        input$hash_generate,
+        {
+          # shiny::getDefaultReactiveDomain()$userData$tutorial_state
+          state <- learnr:::get_tutorial_state()
+          shiny::validate(shiny::need(length(state) > 0, "No progress yet."))
+          shiny::validate(shiny::need(nchar(input$name) > 0, "No name entered."))
+          shiny::validate(shiny::need(nchar(input$studentID) > 0, "Please enter your student ID"))
+          user_state <- purrr::map_dfr(state, identity, .id = "label")
+          user_state <- dplyr::group_by(user_state, label, type, correct)
+          user_state <- dplyr::summarize(
+            user_state,
+            answer = list(answer),
+            timestamp = dplyr::first(timestamp),
+            .groups = "drop"
+          )
+          user_state <- dplyr::relocate(user_state, correct, .before = timestamp)
+          user_info <- tibble(
+            label = c("student_name", "student_id"),
+            type = "identifier",
+            answer = as.list(c(input$name, input$studentID)),
+            timestamp = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z", tz = "UTC")
+          )
+          learnrhash::encode_obj(bind_rows(user_info, user_state))
+        }
+      )
+      output$hash_output <- shiny::renderText(encoded_txt())
+    },
+    envir = p
+  )
+}
+
+hash_encoder_ui <- {
+  shiny::div("If you have completed this tutorial and are happy with all of your", "solutions, please enter your identifying information, then click the button below to generate your hash", textInput("name", "What's your name?"), textInput("studentID", "What is your student ID?"), renderText({
+    input$caption
+  }), )
+}
+```
+
+## Welcome
+
+In this lesson, we'll learn how to model data that may not be linear. See the data table below:
+
+```{r, echo=FALSE}
+knitr::opts_chunk$set(echo = TRUE)  
+library(ggplot2)
+
+# Simulate some data 
+x <- runif(n=100, min=0, max=10)
+epsilon <- rnorm(n=100, mean=0, sd=1)
+y <- 2*x**2 + epsilon*((1+x**2))
+
+data <- data.frame(x,y)
+head(data)
+```
+
+
+### Visualize data
+
+Let's examine the data. First, generate a scatterplot of x and y.
+```{r}
+ggplot(data=data, aes(x=x, y=y)) +
+  geom_point()
+```
+
+```{r mc1, echo=FALSE}
+question("Is the relationship between x and y linear?",
+         answer("Yes"),
+         answer("No", correct=TRUE),
+         answer("Not sure"))
+```
+
+Now let's look at the histograms of x and y, below. Notice that x looks more or less uniformly distributed, but y is highly skewed. This is another clue that the relationship between the variables is not linear.
+
+```{r}
+ggplot(data=data, aes(x=x)) +
+  geom_histogram()
+
+ggplot(data=data, aes(x=y)) +
+  geom_histogram()
+```
+
+
+### Adding a transformation
+
+Compute y_ = sqrt(y) and add it to the dataframe. Then, plot the relationship between x and y_.
+```{r ex2, exercise=TRUE}
+data$y_ <- _____
+
+ggplot(data=data, aes(x=_____, y=_____)) +
+  geom_point()
+```
+
+```{r ex2-solution}
+data$y_ = sqrt(data$y)
+
+ggplot(data=data, aes(x=x, y=y_)) +
+  geom_point()
+```
+
+Does the relationship between x and y_ look linear?
+```{r mc2, echo=FALSE}
+question("Is the relationship between x and y_ linear?",
+         answer("Yes", correct=TRUE),
+         answer("No"),
+         answer("Not sure"))
+```
+
+
+### Modeling the transformed data
+
+Now, fit a linear model for x and y_. 
+
+```{r ex3, exercise=TRUE}
+model <- lm(______)
+summary(model)
+```
+
+```{r ex3-solution}
+model <- lm(data=data, y_ ~ x)
+summary(model)
+```
+
+
+### Back-transformation
+
+Now we need to back-transform the data in order to plot the best-fit line on
+the original (non-transformed) domain of y. 
+
+$y* = 0.557 + 1.268x + residuals$
+
+$\sqrt{y}= 0.557 + 1.268x + residuals$
+
+$y = (0.557 + 1.268x + residuals)^2$
+
+The model on the last line is shown below.
+
+```{r}
+ggplot(data=data, aes(x=x, y=y)) +
+  geom_point() +
+  geom_smooth(method="lm", formula=y~poly(x,2), se=FALSE)
+```
+
+Note: after transforming the data, you will need to take care when interpreting the coefficients of the model. As we showed, we cannot describe changes in $y$ as linear with respect to changes in $x$. Instead, in this specific case the change in $y$ is *quadratic* with changes in $x$. 
+
+
+## Your turn!
+
+Now try repeating the same analysis on MLB salary data. Here's a preview of what the dataset, called `Hitters`,  looks like:
+
+```{r, echo=FALSE}
+library(ISLR2)
+data(Hitters)
+
+head(Hitters)
+```
+
+
+Create a scatterplot of players' salaries vs RBI. RBI, coarsely speaking, measures how many points the team scores as a result of a player's at-bat. Check the linearity of the data with the scatterplot.
+
+```{r ex4, exercise=TRUE}
+```
+
+```{r ex4-solution}
+ggplot(data=Hitters, aes(x=RBI, y=Salary)) +
+  geom_point()
+```
+
+
+### A Different Transformation
+
+So the Salaries are not linear, and you'll have to transform them again. Take another look at the scatterplot above.
+
+```{r mc3, echo=FALSE}
+question("What relationship does MLB players' salary and RBI seem to have?",
+         answer("Linear"),
+         answer("Exponential", correct=TRUE),
+         answer("Cubic"),
+         answer("Not sure"))
+```
+
+
+### Modeling Exponential Data
+
+Perform a log transformation on the Salary variable, and add it to the dataframe. Then use the transformed variable in a linear model as you did with the quadratic example above.
+
+```{r ex5, exercise=TRUE}
+Hitters$logSalary <- _____
+```
+
+```{r ex5-solution}
+Hitters$logSalary <- log(Hitters$Salary)
+```
+
+```{r mc4, echo=FALSE}
+question("What inverse operation will you need to perform on the model for the correct back-transformation?",
+         answer("(...)^2"),
+         answer("exp(...) or e^(...)", correct=TRUE),
+         answer("sqrt(...)"),
+         answer("1/(...)"))
+```
+
+
+### Back Transformation
+
+After back-transforming, your model will be:
+
+$y = e^{\beta_0 + \beta_1x_{RBI} + residuals}$
+
+
+### Interpretation
+
+Now on a log scale, `logSalary` appears linear with RBI:
+
+```{r, include=FALSE}
+Hitters$logSalary <- log(Hitters$Salary)
+```
+
+```{r}
+ggplot(data=Hitters, aes(x=RBI, y=logSalary)) +
+  geom_point() +
+  geom_smooth(method="lm", formula=(y~x), se=FALSE, color="blue")
+```
+
+Note the difference in the scales on the y-axis compared to the first scatterplot you made, because now we're on a log scale. 
+
+
+## Submit
+
+```{r, echo=FALSE, context="server"}
+encoder_logic()
+```
+
+```{r encode, echo=FALSE}
+learnrhash::encoder_ui(ui_before = hash_encoder_ui)
+```
diff --git a/07-adv-model-infer/03-lesson/07-03-lesson.Rmd b/07-adv-model-infer/03-lesson/07-03-lesson.Rmd
new file mode 100644
index 0000000..3096035
--- /dev/null
+++ b/07-adv-model-infer/03-lesson/07-03-lesson.Rmd
@@ -0,0 +1,798 @@
+---
+title: "Advanced Inference: 3 - Inference and Prediction"
+output:
+  learnr::tutorial:
+    progressive: true
+    allow_skip: true
+runtime: shiny_prerendered
+---
+
+```{r setup, message=FALSE, warning=FALSE, include=FALSE}
+#devtools::install_github("rundel/learnrhash")
+
+library(learnr)
+library(tidyverse)
+library(openintro)
+library(grid)
+library(png)
+#library(emo)
+
+knitr::opts_chunk$set(echo = FALSE,
+                      fig.align = "center",
+                      fig.height = 3,
+                      fig.width = 5,
+                      message = FALSE,
+                      warning = FALSE)
+
+tutorial_options(exercise.eval = FALSE)
+
+# Hash generation helpers
+# Should ideally be loaded from the imstutorials package when it exists
+is_server_context <- function(.envir) {
+  # We are in the server context if there are the follow:
+  # * input - input reactive values
+  # * output - shiny output
+  # * session - shiny session
+  #
+  # Check context by examining the class of each of these.
+  # If any is missing then it will be a NULL which will fail.
+  
+  inherits(.envir$input, "reactivevalues") &
+    inherits(.envir$output, "shinyoutput") &
+    inherits(.envir$session, "ShinySession")
+}
+
+check_server_context <- function(.envir) {
+  if (!is_server_context(.envir)) {
+    calling_func <- deparse(sys.calls()[[sys.nframe() - 1]])
+    err <- paste0("Function `", calling_func, "`", " must be called from an Rmd chunk where `context = \"server\"`")
+    stop(err, call. = FALSE)
+  }
+}
+encoder_logic <- function(strip_output = FALSE) {
+  p <- parent.frame()
+  check_server_context(p)
+  # Make this var available within the local context below
+  assign("strip_output", strip_output, envir = p)
+  # Evaluate in parent frame to get input, output, and session
+  local(
+    {
+      encoded_txt <- shiny::eventReactive(
+        input$hash_generate,
+        {
+          # shiny::getDefaultReactiveDomain()$userData$tutorial_state
+          state <- learnr:::get_tutorial_state()
+          shiny::validate(shiny::need(length(state) > 0, "No progress yet."))
+          shiny::validate(shiny::need(nchar(input$name) > 0, "No name entered."))
+          shiny::validate(shiny::need(nchar(input$studentID) > 0, "Please enter your student ID"))
+          user_state <- purrr::map_dfr(state, identity, .id = "label")
+          user_state <- dplyr::group_by(user_state, label, type, correct)
+          user_state <- dplyr::summarize(
+            user_state,
+            answer = list(answer),
+            timestamp = dplyr::first(timestamp),
+            .groups = "drop"
+          )
+          user_state <- dplyr::relocate(user_state, correct, .before = timestamp)
+          user_info <- tibble(
+            label = c("student_name", "student_id"),
+            type = "identifier",
+            answer = as.list(c(input$name, input$studentID)),
+            timestamp = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z", tz = "UTC")
+          )
+          learnrhash::encode_obj(bind_rows(user_info, user_state))
+        }
+      )
+      output$hash_output <- shiny::renderText(encoded_txt())
+    },
+    envir = p
+  )
+}
+
+hash_encoder_ui <- {
+  shiny::div("If you have completed this tutorial and are happy with all of your", "solutions, please enter your identifying information, then click the button below to generate your hash", textInput("name", "What's your name?"), textInput("studentID", "What is your student ID?"), renderText({
+    input$caption
+  }), )
+}
+```
+
+## Welcome
+
+In this tutorial, you'll learn more about inference and prediction for regression models. Our main goal is to learn how to quantify uncertainty not just in our model parameters, but also in the predictions that we make with them. To start, let's review the workflow for estimating parameters. 
+
+
+### Review: estimate parameters
+
+Fit a linear model to the following dataset containing records of flights out of New York City in 2013. In particular, model the relationship between distance (in miles) and air time (in minutes). Then print a summary of the model results.
+
+```{r, echo=FALSE}
+set.seed(42)
+
+# Dataset is too big for our purposes, just take 40 samples and select the
+# two columns of interest
+nycflights <- nycflights %>% 
+  select(distance, air_time) %>%
+  sample_n(size=40) 
+
+# Add some extra noise
+nycflights$air_time <- nycflights$air_time + rnorm(n=nrow(nycflights), sd=5)
+head(nycflights)
+
+# Store model object, can't knit otherwise
+model <- lm(data=nycflights, air_time ~ distance)
+```
+
+```{r ex1, exercise=TRUE}
+model <- lm(data=nycflights, ____)
+summary(model)
+```
+
+```{r ex1-solution}
+model <- lm(data=nycflights, air_time ~ distance)
+summary(model)
+```
+
+###
+
+```{r, echo=FALSE}
+ggplot(data=nycflights, aes(x=distance, y=air_time)) + 
+  geom_point() +
+  geom_smooth(method="lm", formula=(y~x), se=FALSE, color="blue")
+```
+
+```{r mc1, echo=FALSE}
+question("Is there a correlation between flight distance and air time?",
+         answer("Yes", correct=TRUE),
+         answer("No"),
+         answer("Not sure"))
+```
+
+###
+
+Here is the model you should've gotten from your summary:
+
+$y = 18.36 + 0.126x + residuals$
+
+```{r mc2, echo=FALSE}
+question("How would you interpret the model parameters above?",
+         answer("For each one-mile increase in flight distance, the model predicts that the corresponding air time increases by 12.6 minutes"),
+         answer("For each one-mile increase in flight distance, the model predicts that the corresponding air time increases by 0.126 minutes.", correct=TRUE),
+         answer("For each one-mile increase in flight distance, the model predicts that the corresponding air time increases by 18.36 minutes."),
+         answer("For each one-mile increase in flight distance, the model predicts that the corresponding air time increases by 1.836 minutes."),
+         answer("Not sure"))
+```
+
+
+### Review: quantifying (un)certainty
+
+As we would expect, there is a strong correlation between flight distance and air time ($R^2$=0.97). The average increase of $0.126$ minutes is a point estimate based on a sample of $n=40$ flights. Given the model output above and any relevant R functions, construct a $95\%$ confidence interval to give an interval estimate of the true $\beta_1$:
+
+```{r ex2, exercise=TRUE}
+```
+
+```{r ex2-hint1}
+# You have the point estimate, b1=0.126, and the model summary gives you the
+# standard error for this estimate: SE = 0.002978
+```
+
+```{r ex2-hint2}
+# You have the point estimate, b1=0.126, and the model summary gives you the
+# standard error for this estimate: SE = 0.002978
+
+# Now for the degrees of freedom: you have n=40 samples, so df = n-2 = 38
+```
+
+```{r ex2-hint3}
+# You have the point estimate, b1=0.126, and the model summary gives you the
+# standard error for this estimate: SE = 0.002978
+
+# Now for the degrees of freedom: you have n=40 samples, so df = n-2 = 38
+
+# To compute the critical t value, use the qt() function:
+t_crit <- qt(p=0.05/2, df=38)
+```
+
+```{r ex2-solution}
+# You have the point estimate, b1=0.126, and the model summary gives you the
+# standard error for this estimate: SE = 0.002978
+
+# Now for the degrees of freedom: you have n=40 samples, so df = n-2 = 38
+
+# To compute the critical t value, use the qt() function, and remember we are
+# computing a two-sided CI:
+t_crit <- qt(p=0.05/2, df=38)
+
+# Now compute the full interval:
+0.126 + c(-1,1)*t_crit*0.002978
+```
+
+
+## Predicting future values
+
+***TODO: add concept check MC questions***
+
+Now imagine you're flying direct from NYC to BOS - about 187 miles. Your model can predict how long this flight might take:
+
+$\hat{y} = 18.36 + (0.126\times187) = 41.92$ minutes
+
+But we know this model is based on our sample of 40 flights, and that the estimate might be different if we had generated the model from a different sample (this is called *sampling variability*). Another way to think about it is this: imagine we knew $\beta_0$ and $\beta_1$ exactly. Then we would know $y$, too, right? 
+
+###
+
+### Model-based analysis
+
+Well, no - we still don't know $\epsilon$, the `residuals` in the equation $y = \beta_0 + \beta_1x + residuals$. $\epsilon$ is a random variable, and we assume it has a normal distribution with mean 0 and variance $\sigma^2$. In the process of performing linear regression we estimate $\hat\sigma^2$, but there is still uncertainty inherent to the model.
+
+For example, there are two rows in the dataset corresponding to a flight distance of 529 miles:
+
+```{r}
+subset(nycflights, distance == 529)
+```
+
+Note how different the response values $y$ are! To visualize this, let's plot our regression line and the two `distance=529` points below: 
+
+```{r, echo=FALSE}
+x <- seq(100,1000)
+example <- data.frame(x)
+example$yhat <- 18.36 + 0.126*x
+
+subset <- subset(nycflights, distance == 529)  
+
+ggplot() +
+  geom_line(data=example, aes(x=x,y=yhat), color='blue') +
+  geom_point(data=subset, aes(x=distance, y=air_time)) +
+  xlim(c(100,1000))
+```
+
+The uncertainty here, shown by the marked difference between our predicted values (blue line) and the observed values (points), is determined by the `residuals` term in our model. In the next section we'll use different approaches to analyze this uncertainty. First, we'll computed bootstrapped estimates of the linear model coefficients, and then we'll discuss extrapolation. 
+
+
+## Bootstrap Simulation
+
+### 
+
+In this simulation, we'll use bootstrapping to take a closer look at sample variation (introduced above). The model you generated for flight distance vs air time, $y = 18.66 + 0.1269x + residuals$, was based on a sample of $n=40$ flights. If you had a slightly different sample, then the model would be different too. 
+
+Recall from Tutorial 5 the lesson on bootstrapping: from our data sample, we generated more data by sampling from the original dataset (under the null hypothesis) with replacement. If we repeat that many times for this example, we can show how the models change with each new sample set.
+
+
+### Computing Bootstrap Estimates
+
+***TODO: add concept check MC questions***
+
+First, let's fit a sequence of 100 bootstrap estimates for our intercept and slope parameters:
+
+```{r, echo=TRUE}
+# using infer package, as in tutorial 5
+# https://infer.netlify.app/articles/infer#introduction
+library(infer)
+
+# Generate fitted models from 100 bootstrapped estimates:
+boots <- nycflights |>
+  specify(air_time ~ distance) |>
+  generate(reps=100, type="bootstrap") |>
+  fit()
+
+head(boots)  # display the table of estimated parameters
+
+# Grab the parameters
+bIntercepts <- subset(data.frame(boots), term=="intercept")["estimate"]
+bSlopes <- subset(data.frame(boots), term=="distance")["estimate"]
+```
+
+###
+
+Now let's compute the predicted values for each bootstrapped model, so we can plot them and see how they differ:
+
+```{r, echo=TRUE}
+# Create a matrix to hold the predicted values
+bPredictions <- matrix(nrow=nrow(bIntercepts)*nrow(nycflights), ncol=5)
+colnames(bPredictions) <- c("distance", "yhat", "y", "residuals", "bootstrapLine")
+bPredictions <- data.frame(bPredictions)
+
+bPredictions$distance <- rep(nycflights$distance, nrow(bIntercepts)/nrow(nycflights))
+bPredictions$y <- rep(nycflights$air_time, nrow(bIntercepts)/nrow(nycflights))
+bPredictions$yhat <- bIntercepts$estimate + (bPredictions$distance * bSlopes$estimate)
+bPredictions$residuals <- bPredictions$yhat - bPredictions$y
+names <- seq(1:nrow(bIntercepts))
+bPredictions$bootstrapLine <- rep(names, nrow(nycflights))
+
+head(bPredictions)
+```
+
+Plot the boostrapped models overlaid with a scatterplot of the original data:
+
+```{r, echo=TRUE}
+ggplot() +
+  geom_line(data=bPredictions, aes(x=distance, y=yhat, color=factor(bootstrapLine)), alpha=0.6) +
+  geom_point(data=nycflights, aes(x=distance, y=air_time)) +
+  theme(legend.position = "none") 
+```
+
+###
+
+Now let's look at the boostrap models' residual standard error, and the standard error of each bootstrapped parameter:
+
+```{r, echo=TRUE}
+# Compute the SE for each parameter
+se_bInt <- sd(bIntercepts$estimate)
+se_bSlopes <- sd(bSlopes$estimate)
+
+# Compute the residual SE
+se_bResid <- sd(bPredictions$residuals)
+
+# Original model SE values:
+se_mInt <- summary(model)$coefficients[,2][[1]]
+se_mSlope <- summary(model)$coefficients[,2][[2]]
+se_mResid <- sd(summary(model)$residuals)
+
+# Create a table of values
+se_tab <- matrix(c(se_mInt, se_bInt, se_mSlope, se_bSlopes, se_mResid, se_bResid), 
+                 ncol=2, byrow=TRUE)
+colnames(se_tab) <- c("Original model", "Bootstraps")
+rownames(se_tab) <- c("Intercept SE", "Slope SE", "Residual SE")
+se_tab <- as.table(se_tab)
+print(se_tab)
+```
+
+###
+
+Note how the bootstrap standard error values are larger than the original model's. This extra uncertainty comes from our bootstrap resampling procedure. To be more concrete, we can examine the formula for the residual SE: for a chosen predictor value $x^*$, our prediction is given by $\hat{y}^* = \beta_0 + \beta_1x^*$, and
+
+$$SE = \sqrt{s_e^2 +\frac{s_e^2}{n} + (SE_{\beta_1})^2 \times (x^*-\bar{x})^2}$$
+Let's look at each term in sequence:
+
+- $s_e^2$, the _variance of the residuals_, represents the uncertainty associated with the residuals
+- $\frac{s_e^2}{n}$ represents the average contribution to the variance of the residuals of each data pair $(x^*, \hat{y}^*)$
+- $(SE_{\beta_1})^2 \times (x^*-\bar{x})^2$: note that this term increases as the distance between $x^*$ and $\bar{x}$ increases, which means that our uncertainty increases as we move away from predicting values near the mean of $x$
+
+
+## Your turn!
+In this section, you'll repeat the bootstrap analysis on a dataset we've already seen. 
+
+###
+
+We return to the `possum` dataset from Tutorial 3, where we first reviewed how to find a line of best fit. Here's a scatterplot of the variables `total_l`, the total length in centimeters of a possum, vs `tail_l`, the length in centimeters of its tail:
+
+```{r, echo=TRUE}
+ggplot(data=possum, aes(x=tail_l, y=total_l)) +
+  geom_point()
+```
+
+Now load the data, fit a linear model, and output the model summary. Note the parameter and residual standard error here - we will return to these values later. 
+
+```{r ex3, exercise=TRUE}
+model <- ____
+summary(model)
+```
+
+```{r ex3-solution}
+model <- lm(data=possum, total_l ~ tail_l)
+summary(model)
+```
+
+***TODO: keep this part?***
+Take a subset of the data where `tail_l=38` and plot your model from above alongside this subset:
+
+```{r ex4, exercise=TRUE}
+subset <- subset(data=possum, ____)
+head(subset)
+
+# Generate x values for plotting
+x <- seq(32:42)
+
+# Predict y~x using model coefficients from before
+# TODO: leave these blank and ask them to extract the coeffs, so they learn how?
+ypred <- model$coefficients[[1]] + x * model$coefficients[[2]]
+
+# Add the x and predicted y values to a dataframe
+line <- data.frame(x)
+line$ypred <- ypred
+colnames(line) <- c("tail_l", "pred_total_l")
+
+ggplot() +
+  geom_point(data=subset, aes(x=____, y=____)) +
+  geom_line(data=line, aes(x=____, y=____), color='blue')
+```
+
+```{r ex4-solution}
+subset <- subset(possum, tail_l == 38)
+head(subset)
+
+# Generate x values for plotting
+x <- seq(32,42)
+
+# Predict y~x using model coefficients from before
+# TODO: leave these blank and ask them to extract the coeffs, so they learn how?
+ypred <- model$coefficients[[1]] + x * model$coefficients[[2]]
+
+# Add the x and predicted y values to a dataframe
+line <- data.frame(x)
+line$ypred <- ypred
+colnames(line) <- c("tail_l", "pred_total_l")
+
+# Plot
+ggplot() +
+  geom_point(data=subset, aes(x=tail_l, y=total_l)) +
+  geom_line(data=line, aes(x=tail_l, y=pred_total_l), color='blue')
+```
+
+Again, even if we knew the exact $\beta_0$ and $\beta_1$ terms, there is still uncertainty in our predictions of `total_l`.
+
+###
+
+Now, generate 500 bootstrapped estimates for the possum data:
+
+```{r ex5, exercise=TRUE}
+bootsp <- possum |> 
+  specify(___) |> 
+  generate(reps=500, type=___) |>
+  fit()
+
+# Grab the parameters
+pIntercepts <- subset(data.frame(bootsp), term==____)["estimate"]
+pSlopes <- subset(data.frame(bootsp), term==____)["estimate"]
+
+```
+
+```{r ex5-solution}
+bootsp <- possum |> 
+  specify(total_l ~ tail_l) |> 
+  generate(reps=500, type="bootstrap") |>
+  fit()
+
+# Grab the parameters
+pIntercepts <- subset(data.frame(bootsp), term=="intercept")["estimate"]
+pSlopes <- subset(data.frame(bootsp), term=="tail_l")["estimate"]
+```
+
+```{r, echo=FALSE}
+# Need to include this in a separate chunk or the below won't knit
+bootsp <- possum |> 
+  specify(total_l ~ tail_l) |> 
+  generate(reps=500, type="bootstrap") |>
+  fit()
+pIntercepts <- subset(data.frame(bootsp), term=="intercept")["estimate"]
+pSlopes <- subset(data.frame(bootsp), term=="tail_l")["estimate"]
+```
+
+```{r}
+head(bootsp)
+```
+
+```{r, echo=FALSE}
+# Compute predictions and residuals for the bootstrapped possum models
+# Hidden from students now but can show if desired
+
+# Create a matrix to hold the predicted values
+pPredictions <- matrix(nrow=nrow(pIntercepts)*nrow(possum), ncol=5)
+colnames(pPredictions) <- c("tail_l", "yhat", "y", "residuals", "bootstrapLine")
+pPredictions <- data.frame(pPredictions)
+
+pPredictions$tail_l <- rep(possum$tail_l, nrow(pIntercepts)/nrow(possum))
+pPredictions$y <- rep(possum$total_l, nrow(pIntercepts)/nrow(possum))
+pPredictions$yhat <- pIntercepts$estimate + (pPredictions$tail_l * pSlopes$estimate)
+pPredictions$residuals <- pPredictions$yhat - pPredictions$y
+names <- seq(1:nrow(pIntercepts))
+pPredictions$bootstrapLine <- rep(names, nrow(possum))
+
+head(pPredictions)
+```
+
+Plot the boostrapped models overlaid with a scatterplot of the original data:
+
+```{r, echo=TRUE}
+ggplot() +
+  geom_line(data=pPredictions, aes(x=tail_l, y=yhat, color=factor(bootstrapLine)), alpha=0.6) +
+  geom_point(data=possum, aes(x=tail_l, y=total_l)) +
+  theme(legend.position = "none") 
+```
+
+Note how different all of the lines are from each other!
+
+###
+
+```{r mc4, echo=FALSE}
+question("Do you expect the bootstrapped models for the possum data to have higher, lower, or the same standard errors than your baseline linear model?",
+         answer("The bootstrapped models should have higher standard error.", correct=TRUE),
+         answer("The bootstrapped models should have lower standard error."),
+         answer("The bootstrapped models should have the same standard error as my model."),
+         answer("Not sure"))
+```
+
+###
+
+```{r mc5, echo=FALSE}
+question("How do you compute the standard error for each parameter?",
+         answer("Compute the standard deviation of the parameter estimates.", correct=TRUE),
+         answer("Compute the standard deviation of the model residuals."),
+         answer("Compute the mean of the parameter estimates."),
+         answer("Not sure"))
+```
+
+Compute $s_e^2$ for the slope and intercept parameters of your bootstrapped models:
+
+```{r ex6, exercise=TRUE}
+se_pInt <- ____
+se_pSlopes <- ____
+```
+
+```{r ex6-solution}
+se_pInt <- sd(pIntercepts$estimate)
+se_pSlopes <- sd(pSlopes$estimate)
+```
+
+And the residual SE:
+
+```{r ex7, exercise=TRUE}
+se_pResid <- ____
+```
+
+```{r ex7-solution}
+se_pResid <- sd(pPredictions$residuals)
+```
+
+And now we compare the standard error for our bootstrapped models vs our baseline model:
+
+```{r, echo=FALSE}
+se_pInt <- sd(pIntercepts$estimate)
+se_pSlopes <- sd(pSlopes$estimate)
+se_pResid <- sd(pPredictions$residuals)
+
+# Original model SE values:
+se_mInt <- summary(model)$coefficients[,2][[1]]
+se_mSlope <- summary(model)$coefficients[,2][[2]]
+se_mResid <- sd(summary(model)$residuals)
+
+# Create a table of values
+se_tab <- matrix(c(se_mInt, se_pInt, se_mSlope, se_pSlopes, se_mResid, se_pResid), 
+                 ncol=2, byrow=TRUE)
+colnames(se_tab) <- c("Original model", "Bootstraps")
+rownames(se_tab) <- c("Intercept SE", "Slope SE", "Residual SE")
+se_tab <- as.table(se_tab)
+print(se_tab)
+```
+
+
+## Extrapolation
+
+```{r, include=FALSE}
+# Simulate a dataset that makes extrapolation outside of a given range tricky
+x <- c(5,6,7,11,12,13,14)
+y <- c(8,12,11,21,23,26,25)
+observed <- data.frame(cbind(x,y))
+
+x <- c(3,3.5,4.5,15:20)
+y <- c(0,4,5,26,23,25,22,20,19)
+unobserved <- data.frame(cbind(x,y))
+```
+
+In this section, we'll look at the difference between _interpolation_ and _extrapolation_ in inference and prediction, and how to choose the correct approach. Below, you're given a dataframe called `observed` that contains all of the data you observe. How might you try to model these data?
+
+```{r, echo=FALSE}
+ggplot(data=observed, aes(x=x,y=y)) +
+  geom_point() +
+  xlim(c(0,20))
+```
+
+###
+
+Let's try fitting a linear model, in particular to fill the gap in the neighborhood of x=10. We call this _interpolation_: making predictions based on observed data on new values that are still within the observed range.
+
+```{r}
+ggplot(data=observed, aes(x=x,y=y)) +
+  geom_point() +
+  geom_smooth(method='lm', se=FALSE) +
+  xlim(c(0,20))
+```
+
+```{r, include=FALSE}
+observed$observed <- rep(TRUE, nrow(observed))
+unobserved$observed <- rep(FALSE, nrow(unobserved))
+fullData <- rbind(observed, unobserved)
+```
+
+###
+
+You're fairly confident that your model can predict the values around x=10, but what about x=0 or x=20? Since these values lie outside the observed range of your data, such a prediction task is called _extrapolation_. Say you make your extrapolations using the model based on observed data, and then new data comes in:
+
+```{r}
+ggplot(data=fullData, aes(x=x,y=y,color=observed)) +
+  geom_point() +
+  geom_smooth(data=observed, method='lm', formula=y~x, se=FALSE)
+```
+
+As you can see, the model based on observed data is not likely to extrapolate well if you want to predict values far outside the observed range. 
+
+
+## Your turn!
+
+First, we load the following dataset, which contains many observations of mammal size in different stages of the animals' lives. 
+
+```{r, echo=TRUE}
+# .csv file is tab-delimited, so need sep="\t" argument in function call
+mammals <- read.csv("data/sizeHistory.tsv", sep="\t")
+head(mammals)
+```
+
+###
+
+We will need to log-transform both the response and the independent variables in this dataset. If we want to model adult mass (`mass.g.`) vs newborn mass (`newborn.g.`), perform the log transformations below:
+
+```{r ex8, exercise=TRUE}
+mammals$logAdultMass <- _____
+
+mammals$logNewbornMass <- _____
+```
+
+```{r ex8-solution}
+mammals$logAdultMass <- log(mammals$mass.g.)
+mammals$logNewbornMass <- log(mammals$newborn.g.)
+```
+
+Create a scatterplot of the log-adult mass (`logAdultMass`) and newborn mass (`logNewbornMass`). 
+```{r ex9, exercise=TRUE}
+ggplot(data=____, aes(x=_____, y=_____)) +
+  _____
+```
+
+```{r ex9-solution}
+ggplot(data=mammals, aes(x=logNewbornMass, y=logAdultMass)) +
+  geom_point()
+```
+
+###
+
+Now, let's try to predict the log-adult mass of mammals with the following log-newborn masses:
+
+- 0.1 (remember that this is a log scale - this newborn is very small!)
+- 12.0 (newborn mass around $e^{12}$ grams, near the maximum observed)
+- 20 (newborn mass around $e^{20}$ grams, well beyond the maximum observed)
+
+First, create a linear regression model for the data and print the model summary:
+
+```{r ex10, exercise=TRUE}
+```
+
+```{r ex10-solution}
+model <- lm(data=mammals, logAdultMass ~ logNewbornMass)
+summary(model)
+```
+
+###
+
+Now take the model parameters and generate new predictions:
+
+```{r ex11, exercise=TRUE}
+# Grab the parameters from the model object
+intercept <- ____
+slope <- ____
+
+# Compute:
+yhat1 <- ____  # the first prediction, for x=0.1
+yhat2 <- ____  # the second prediction, for x=12.0
+yhat3 <- ____  # the third prediction, for x=20.0
+```
+
+```{r ex11-hint1}
+# Grab the parameters from the model object
+intercept <- model$coefficients[[1]]
+slope <- model$coefficients[[2]]
+```
+
+```{r ex11-solution}
+# Grab the parameters from the model object
+intercept <- model$coefficients[[1]]
+slope <- model$coefficients[[2]]
+
+# Compute:
+yhat1 <- intercept + slope*(0.1)   # the first prediction, for x=0.1
+yhat2 <- intercept + slope*(12.0)  # the second prediction, for x=12.0
+yhat3 <- intercept + slope*(20.0)  # the third prediction, for x=20.0
+```
+
+Recall our formula for the standard error of a prediction $\hat{y}^* = \beta_0 + \beta_1 x^*$ on a new value $x^*$:
+
+$$SE = \sqrt{s_e^2 +\frac{s_e^2}{n} + (SE_{\beta_1})^2 \times (x^*-\bar{x})^2}$$
+###
+
+```{r mc6, echo=FALSE}
+question("Which value of x* would you expect to have the highest value of SE?",
+         answer("x* = 0.1"),
+         answer("x* = 12.0"),
+         answer("x* = 20.0", correct=TRUE),
+         answer("Not sure"))
+```
+
+###
+
+Now we'll walk through computing the standard error for each of your 3 predictions above, step by step. To start, let's compute the first term, $s^2_e$
+
+```{r ex12, exercise=TRUE}
+# From your model, you can grab the variance of the residuals:
+se2 <- ____
+
+# How many observations do you have?
+n <- ____
+```
+
+```{r ex12-hint1}
+# From your model, you can grab the variance of the residuals:
+se2 <- var(model$residuals)
+```
+
+```{r ex12-hint2}
+# From your model, you can grab the variance of the residuals:
+se2 <- var(model$residuals)
+
+# How many observations do you have?
+n <- nrow(mammals)
+```
+
+###
+
+And now the second term, $\frac{s^2_e}{n}$, and $SE_{\beta_1}$:
+
+```{r, echo=TRUE}
+# Compute the average contribution of each observation to the variance
+se2_n <- se2 / n
+
+# Compute the SE of your slope parameter
+se_b1 <- summary(model)$coefficients[,2][[2]]
+```
+
+###
+
+Lastly, we need to compute $(x^*-\bar{x})^2$ for each value of $x^*$:
+
+```{r ex13, exercise=TRUE}
+# Compute xbar 
+xbar <- ____
+
+# Compute the squared distance between each new x* and the mean xbar
+
+```
+
+```{r ex13-solution}
+xs <- c(0.1, 12.0, 20.0)
+dev <- c(0.0, 0.0, 0.0)
+
+for(i in 1:length(xs)) {
+  dev[i] <- (xbar - xs[i])**2
+}
+```
+
+###
+
+Finally, put it all together to compute $SE$ from the formula:
+
+```{r ex14, exercise=TRUE}
+```
+
+```{r ex14-solution}
+for(i in 1:length(xs)) {
+  SE <- sqrt(se2 + se2_n + se_b1*dev[i])
+  print(SE)
+}
+```
+
+###
+
+```{r mc7, echo=FALSE}
+question("Which value of x* does have the highest value of SE?",
+         answer("x* = 0.1"),
+         answer("x* = 12.0"),
+         answer("x* = 20.0", correct=TRUE),
+         answer("Not sure"))
+```
+
+
+## Submit
+
+```{r, echo=FALSE, context="server"}
+encoder_logic()
+```
+
+```{r encode, echo=FALSE}
+learnrhash::encoder_ui(ui_before = hash_encoder_ui)
+```
\ No newline at end of file
diff --git a/07-adv-model-infer/03-lesson/data/sizeHistory.tsv b/07-adv-model-infer/03-lesson/data/sizeHistory.tsv
new file mode 100644
index 0000000..73f3613
--- /dev/null
+++ b/07-adv-model-infer/03-lesson/data/sizeHistory.tsv
@@ -0,0 +1,1441 @@
+order	family	Genus	species	mass(g)	gestation(mo)	newborn(g)	weaning(mo)	wean mass(g)	AFR(mo)	max. life(mo)	litter size	litters/year	refs
+Artiodactyla	Antilocapridae	Antilocapra	americana	45375.00	8.13	3246.36	3.00	8900.00	13.53	142	1.85	1.00	"1,2,6,9,23,26,27"
+Artiodactyla	Bovidae	Addax	nasomaculatus	182375.00	9.39	5480.00	6.50	-999.00	27.27	308	1.00	0.99	"1,2,17,23,26"
+Artiodactyla	Bovidae	Aepyceros	melampus	41480.00	6.35	5093.00	5.63	15900.00	16.66	213	1.00	0.95	"1,2,8,9,23,29"
+Artiodactyla	Bovidae	Alcelaphus	buselaphus	150000.00	7.90	10166.67	6.50	-999.00	23.02	240	1.00	-999.00	"1,2,17,23"
+Artiodactyla	Bovidae	Ammodorcas	clarkei	28500.00	6.80	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Artiodactyla	Bovidae	Ammotragus	lervia	55500.00	5.08	3810.00	4.00	-999.00	14.89	251	1.37	2.00	"1,2,9,11,17,23,29"
+Artiodactyla	Bovidae	Antidorcas	marsupialis	30000.00	5.72	3910.00	4.04	-999.00	10.23	228	1.00	-999.00	"1,2,9,23,27"
+Artiodactyla	Bovidae	Antilope	cervicapra	37500.00	5.50	3846.00	2.13	-999.00	20.13	255	1.00	1.89	"1,2,17"
+Artiodactyla	Bovidae	Bison	bison	497666.67	8.93	20000.00	10.71	157500.00	29.45	300	1.00	1.00	"1,2,6,11,13,17,23"
+Artiodactyla	Bovidae	Bison	bonasus	500000.00	9.14	23000.08	6.60	-999.00	29.99	324	1.00	1.00	"1,2,13,17,19"
+Artiodactyla	Bovidae	Bos	grunniens	333000.00	8.88	18000.00	7.33	-999.00	24.27	300	1.00	0.75	"1,2,17,29"
+Artiodactyla	Bovidae	Bos	frontalis	800000.00	9.02	23033.33	4.50	-999.00	24.16	314	1.17	0.89	"1,2,23"
+Artiodactyla	Bovidae	Bos	javanicus	666666.67	9.83	-999.00	9.50	-999.00	25.54	319	1.33	1.00	"1,2,23"
+Artiodactyla	Bovidae	Boselaphus	tragocamelus	169000.00	8.51	5875.00	-999.00	-999.00	29.97	260	1.51	1.13	"1,2,17,29"
+Artiodactyla	Bovidae	Bubalus	depressicornis	-999.00	10.00	-999.00	-999.00	-999.00	-999.00	433	1.00	-999.00	"1,2,17"
+Artiodactyla	Bovidae	Bubalus	mindorensis	233333.33	9.85	-999.00	-999.00	-999.00	-999.00	300	1.00	0.50	"11,13"
+Artiodactyla	Bovidae	Bubalus	bubalis	950000.00	10.47	37500.00	7.50	-999.00	19.88	348	1.33	0.50	"1,2,15,29"
+Artiodactyla	Bovidae	Budorcas	taxicolor	302000.00	8.29	6000.00	-999.00	-999.00	30.00	235	1.17	1.00	"1,2,11,17"
+Artiodactyla	Bovidae	Capra	caucasica	55000.00	5.17	3850.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,17"
+Artiodactyla	Bovidae	Capra	falconeri	41000.00	5.36	-999.00	5.50	-999.00	24.50	144	2.00	-999.00	"1,2,17"
+Artiodactyla	Bovidae	Capra	ibex	71500.00	5.60	2791.43	7.50	-999.00	29.24	-999	1.25	0.75	"1,2,9,17,23,29"
+Artiodactyla	Bovidae	Capra	cylindricornis	50000.00	5.29	3787.50	6.00	-999.00	33.50	264	1.10	1.00	"1,2,11"
+Artiodactyla	Bovidae	Capra	hircus	60000.00	5.22	2200.00	5.00	-999.00	16.00	249	1.61	1.00	"1,2,9,15"
+Artiodactyla	Bovidae	Cephalophus	niger	18100.00	4.20	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,2,16"
+Artiodactyla	Bovidae	Cephalophus	nigrifrons	13900.00	-999.00	-999.00	-999.00	-999.00	-999.00	236	-999.00	-999.00	"2,16"
+Artiodactyla	Bovidae	Cephalophus	natalensis	10000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Cephalophus	leucogaster	12700.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Cephalophus	ogilbyi	20000.00	4.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Cephalophus	zebra	-999.00	7.47	1707.50	-999.00	-999.00	-999.00	-999	1.00	-999.00	1
+Artiodactyla	Bovidae	Cephalophus	rufilatus	12500.00	7.82	965.00	-999.00	-999.00	13.78	-999	1.00	-999.00	"1,2,16,23"
+Artiodactyla	Bovidae	Cephalophus	dorsalis	11600.00	7.75	1610.00	-999.00	-999.00	19.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Cephalophus	monticola	6250.00	6.43	800.00	-999.00	-999.00	16.00	144	1.00	-999.00	"1,2,13"
+Artiodactyla	Bovidae	Cephalophus	silvicultor	62500.00	5.43	2400.00	1.25	20512.50	-999.00	-999	1.00	1.00	"1,2,11,29"
+Artiodactyla	Bovidae	Cephalophus	maxwellii	9000.00	4.00	832.00	2.00	-999.00	32.00	120	1.00	1.00	"1,2,11"
+Artiodactyla	Bovidae	Connochaetes	gnou	132250.00	8.50	11000.00	7.50	-999.00	25.10	235	1.01	-999.00	"1,11,27"
+Artiodactyla	Bovidae	Connochaetes	taurinus	164500.00	8.32	17716.67	8.00	-999.00	20.40	-999	1.00	1.00	"1,9,23,25,29"
+Artiodactyla	Bovidae	Damaliscus	hunteri	159000.00	9.30	8350.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Damaliscus	pygargus	84500.00	8.20	6792.00	5.00	-999.00	23.26	260	1.25	-999.00	"1,2,9,23"
+Artiodactyla	Bovidae	Damaliscus	lunatus	128000.00	7.81	11100.00	-999.00	-999.00	21.00	-999	1.00	0.57	"1,8,13"
+Artiodactyla	Bovidae	Gazella	soemmerringii	40000.00	6.50	-999.00	-999.00	-999.00	19.90	-999	-999.00	-999.00	"1,18,23"
+Artiodactyla	Bovidae	Gazella	rufifrons	27000.00	5.75	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Gazella	dama	73000.00	6.84	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Gazella	leptoceros	23600.00	5.42	4640.00	-999.00	-999.00	5.17	-999	1.00	-999.00	"1,18,23"
+Artiodactyla	Bovidae	Gazella	granti	47636.36	6.45	5602.50	-999.00	-999.00	8.25	-999	1.00	-999.00	"1,16,27,29"
+Artiodactyla	Bovidae	Gazella	spekei	20000.00	6.48	1253.33	-999.00	-999.00	16.80	-999	1.00	-999.00	"1,18"
+Artiodactyla	Bovidae	Gazella	cuvieri	17500.00	5.61	-999.00	-999.00	-999.00	11.46	-999	1.46	-999.00	"1,18"
+Artiodactyla	Bovidae	Gazella	dorcas	16985.00	4.74	1500.63	2.75	7000.00	22.27	-999	1.18	1.00	"1,11,23,29"
+Artiodactyla	Bovidae	Gazella	subgutturosa	25500.00	5.37	2426.67	3.50	13500.00	18.50	188	1.44	1.00	"1,11"
+Artiodactyla	Bovidae	Gazella	thomsonii	16300.00	5.37	2553.75	3.35	-999.00	12.18	-999	1.00	1.50	"1,2,16,23,29"
+Artiodactyla	Bovidae	Gazella	gazella	20750.00	6.00	-999.00	3.00	-999.00	13.20	219	1.60	1.50	"1,2,11"
+Artiodactyla	Bovidae	Hemitragus	hylocrius	-999.00	6.17	-999.00	5.00	-999.00	20.50	-999	1.00	-999.00	"1,2,13"
+Artiodactyla	Bovidae	Hemitragus	jemlahicus	35200.00	6.00	2000.00	4.97	-999.00	24.00	261	1.03	1.00	"1,2,8,17"
+Artiodactyla	Bovidae	Hippotragus	equinus	242000.00	9.32	15166.67	6.00	-999.00	23.50	-999	1.00	-999.00	"1,2,16,17,23"
+Artiodactyla	Bovidae	Hippotragus	niger	200500.00	8.87	15447.14	7.00	-999.00	24.51	267	1.00	1.00	"1,2,16,23,29"
+Artiodactyla	Bovidae	Kobus	megaceros	17500.00	-999.00	-999.00	-999.00	-999.00	19.67	-999	-999.00	-999.00	23
+Artiodactyla	Bovidae	Kobus	vardonii	63950.00	8.50	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Kobus	leche	81733.33	7.57	5100.00	4.50	-999.00	23.31	180	1.00	-999.00	"1,2,13,16,17,23,25"
+Artiodactyla	Bovidae	Kobus	ellipsiprymnus	175333.33	8.91	9000.00	7.39	-999.00	25.34	222	1.10	1.10	"1,2,8,9,23,25"
+Artiodactyla	Bovidae	Kobus	kob	58600.00	8.38	4937.50	6.39	31600.00	11.60	263	1.00	1.30	"1,2,8,23"
+Artiodactyla	Bovidae	Litocranius	walleri	41333.33	6.76	-999.00	-999.00	-999.00	11.83	156	1.00	-999.00	"1,2,23"
+Artiodactyla	Bovidae	Madoqua	saltiana	3250.00	-999.00	690.00	1.50	-999.00	10.00	-999	1.00	-999.00	"1,18"
+Artiodactyla	Bovidae	Madoqua	guentheri	4550.00	5.84	681.67	2.75	2825.50	-999.00	-999	1.00	2.00	11
+Artiodactyla	Bovidae	Madoqua	kirkii	4876.67	5.77	654.00	2.35	1780.00	8.77	171	1.00	2.00	"1,2,9,11,23,27,29"
+Artiodactyla	Bovidae	Naemorhedus	crispus	30000.00	7.15	3510.50	-999.00	-999.00	42.00	223	1.00	-999.00	"1,2,16"
+Artiodactyla	Bovidae	Naemorhedus	sumatraensis	87500.00	7.50	-999.00	-999.00	-999.00	-999.00	-999	1.00	1.00	"16,17"
+Artiodactyla	Bovidae	Naemorhedus	goral	27666.67	7.69	2000.00	-999.00	-999.00	31.20	-999	1.00	1.00	"1,11,17,23"
+Artiodactyla	Bovidae	Neotragus	batesi	2500.00	6.00	500.00	-999.00	-999.00	9.33	-999	-999.00	-999.00	"1,2"
+Artiodactyla	Bovidae	Neotragus	moschatus	7166.67	6.00	-999.00	-999.00	-999.00	6.05	162	1.00	-999.00	"1,2,23"
+Artiodactyla	Bovidae	Oreamnos	americanus	82350.00	5.78	3176.67	2.67	-999.00	29.99	230	1.32	1.00	"1,2,6,11,23,26,29"
+Artiodactyla	Bovidae	Oreotragus	oreotragus	13000.00	6.79	1065.00	4.50	-999.00	12.00	214	1.00	-999.00	"1,2"
+Artiodactyla	Bovidae	Oryx	dammah	177500.00	8.22	10316.67	-999.00	-999.00	21.30	-999	1.00	-999.00	"1,2,16,23,29"
+Artiodactyla	Bovidae	Oryx	leucoryx	121350.00	8.00	-999.00	4.50	-999.00	26.11	-999	1.00	1.00	"1,2,16,23"
+Artiodactyla	Bovidae	Oryx	gazella	195000.00	9.01	12015.00	-999.00	-999.00	25.02	240	1.00	1.33	"1,2,13,16,27"
+Artiodactyla	Bovidae	Ourebia	ourebi	17500.00	6.95	2235.00	4.50	-999.00	12.62	190	1.00	1.53	"1,2,23"
+Artiodactyla	Bovidae	Ovibos	moschatus	258000.00	8.48	11077.40	6.21	-999.00	37.33	288	1.01	0.75	"1,2,9,17,23,29"
+Artiodactyla	Bovidae	Ovis	nivicola	50500.00	-999.00	-999.00	-999.00	-999.00	24.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Ovis	vignei	60000.00	6.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,2"
+Artiodactyla	Bovidae	Ovis	dalli	57666.67	5.62	3500.00	4.33	-999.00	26.57	-999	1.18	0.75	"1,8,9,26,27"
+Artiodactyla	Bovidae	Ovis	canadensis	68166.67	5.99	4266.67	4.86	28666.67	23.07	240	1.06	1.00	"1,2,9,11,17,23,26,29"
+Artiodactyla	Bovidae	Ovis	ammon	180000.00	5.61	2375.00	4.50	-999.00	11.67	-999	1.20	1.00	"1,2,17"
+Artiodactyla	Bovidae	Ovis	aries	50000.00	5.02	2277.08	6.00	17500.00	18.23	-999	1.35	1.00	"1,9,29"
+Artiodactyla	Bovidae	Pantholops	hodgsonii	27500.00	7.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,17"
+Artiodactyla	Bovidae	Pelea	capreolus	25000.00	8.70	-999.00	-999.00	-999.00	-999.00	148	1.00	-999.00	"1,2"
+Artiodactyla	Bovidae	Procapra	gutturosa	24000.00	6.43	2900.00	-999.00	-999.00	17.50	84	1.33	-999.00	"1,2,11"
+Artiodactyla	Bovidae	Pseudois	nayaur	46666.67	5.16	-999.00	6.00	-999.00	18.61	180	1.50	-999.00	"1,11,13,23"
+Artiodactyla	Bovidae	Raphicerus	campestris	11333.33	6.53	936.00	3.00	-999.00	7.50	-999	1.00	-999.00	"1,16"
+Artiodactyla	Bovidae	Redunca	arundinum	48850.00	7.32	4500.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16,25"
+Artiodactyla	Bovidae	Redunca	redunca	40000.00	7.50	-999.00	-999.00	-999.00	120.00	216	1.00	-999.00	"1,2,13,16"
+Artiodactyla	Bovidae	Redunca	fulvorufula	30000.00	7.57	2600.00	-999.00	-999.00	12.96	144	1.00	1.09	"1,2,9,13,23,27"
+Artiodactyla	Bovidae	Rupicapra	rupicapra	26100.00	5.83	2652.86	3.70	-999.00	30.55	-999	1.00	0.94	"1,8,17,29"
+Artiodactyla	Bovidae	Saiga	tatarica	38250.00	4.94	3365.33	2.92	14500.00	9.15	144	1.65	1.00	"1,2,9,11,17,23,29"
+Artiodactyla	Bovidae	Sigmoceros	lichtensteinii	153000.00	7.76	15000.00	-999.00	-999.00	16.58	-999	1.00	-999.00	"1,2"
+Artiodactyla	Bovidae	Sylvicapra	grimmia	19000.00	5.08	1202.86	-999.00	-999.00	9.90	172	1.01	1.38	"1,2,9"
+Artiodactyla	Bovidae	Syncerus	caffer	504666.67	11.03	42862.50	9.18	166000.00	47.92	354	1.08	0.40	"1,2,8,9,23,29"
+Artiodactyla	Bovidae	Taurotragus	derbianus	680000.00	8.67	-999.00	-999.00	-999.00	36.40	-999	1.00	-999.00	"16,17"
+Artiodactyla	Bovidae	Taurotragus	oryx	432500.00	8.64	28325.00	6.00	-999.00	26.99	282	1.00	-999.00	"1,2,9,11,17,23,25,29"
+Artiodactyla	Bovidae	Tetracerus	quadricornis	19000.00	7.34	1033.00	-999.00	-999.00	13.20	130	1.57	-999.00	"1,2,17"
+Artiodactyla	Bovidae	Tragelaphus	buxtoni	218000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"2,13,17"
+Artiodactyla	Bovidae	Tragelaphus	eurycerus	186250.00	9.57	19240.00	-999.00	-999.00	27.94	233	1.00	0.73	"1,2,11,23"
+Artiodactyla	Bovidae	Tragelaphus	spekii	87500.00	8.13	4000.00	-999.00	-999.00	13.17	258	1.00	1.00	"1,2,17,23"
+Artiodactyla	Bovidae	Tragelaphus	strepsiceros	190000.00	7.41	16150.00	6.00	-999.00	18.40	267	1.00	1.00	"1,2,23,29"
+Artiodactyla	Bovidae	Tragelaphus	angasii	100666.67	7.37	5232.50	7.00	-999.00	14.85	192	1.00	1.21	"1,2,13,23"
+Artiodactyla	Bovidae	Tragelaphus	imberbis	64500.00	8.01	5760.00	-999.00	-999.00	25.89	-999	1.00	1.33	"1,2,9,23"
+Artiodactyla	Bovidae	Tragelaphus	scriptus	36250.00	6.17	3800.00	-999.00	-999.00	16.32	144	1.00	1.50	"1,2,9,13,23,29"
+Artiodactyla	Camelidae	Camelus	bactrianus	-999.00	13.18	35000.00	10.50	-999.00	42.00	-999	1.00	0.50	"1,29"
+Artiodactyla	Camelidae	Camelus	dromedarius	434000.00	12.64	35808.46	14.63	253484.00	46.30	480	1.00	0.65	"1,11,15,23,29"
+Artiodactyla	Camelidae	Lama	glama	142500.00	11.01	12000.00	5.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Artiodactyla	Camelidae	Lama	pacos	60000.00	10.79	7584.00	7.00	-999.00	16.00	-999	1.00	-999.00	"1,2"
+Artiodactyla	Camelidae	Lama	guanicoe	110000.00	11.25	11666.67	11.33	-999.00	18.00	340	1.00	0.50	"1,2,4,17"
+Artiodactyla	Camelidae	Vicugna	vicugna	50000.00	11.55	5841.67	7.00	-999.00	22.75	344	1.00	0.67	"1,2,4,17,23,27,29"
+Artiodactyla	Cervidae	Alces	alces	351000.00	7.95	13018.18	3.80	94000.00	23.38	324	1.29	0.77	"1,8,9,2,23,26"
+Artiodactyla	Cervidae	Axis	porcinus	33500.00	7.45	2365.00	6.00	-999.00	10.00	240	1.01	-999.00	"1,2,13,16"
+Artiodactyla	Cervidae	Axis	axis	55000.00	7.72	3378.50	4.00	-999.00	12.64	249	1.03	-999.00	"1,2,9,17,29"
+Artiodactyla	Cervidae	Blastocerus	dichotomus	102500.00	8.89	4200.00	-999.00	-999.00	-999.00	-999	1.00	1.00	"1,11,13,17"
+Artiodactyla	Cervidae	Capreolus	capreolus	21666.67	6.54	1214.33	3.08	8692.50	15.41	180	1.78	-999.00	"1,8,9,11,13,23"
+Artiodactyla	Cervidae	Capreolus	pygargus	39450.00	9.67	1750.00	4.50	28750.00	-999.00	-999	2.00	1.00	11
+Artiodactyla	Cervidae	Cervus	duvaucelii	143000.00	8.21	-999.00	-999.00	-999.00	36.00	276	1.00	-999.00	"1,2,9,17"
+Artiodactyla	Cervidae	Cervus	elaphus	120333.33	8.03	8814.09	5.37	46900.00	28.36	324	1.07	0.91	"1,2,8,9,23"
+Artiodactyla	Cervidae	Cervus	albirostris	125000.00	8.33	-999.00	-999.00	-999.00	24.00	228	1.00	1.00	"1,2"
+Artiodactyla	Cervidae	Cervus	timorensis	53000.00	8.49	-999.00	7.50	-999.00	17.71	253	1.00	1.00	"1,2"
+Artiodactyla	Cervidae	Cervus	unicolor	171000.00	8.20	9890.00	7.00	-999.00	23.23	317	1.00	1.00	"1,2,9,13,29"
+Artiodactyla	Cervidae	Cervus	eldii	73000.00	7.37	5008.00	7.88	-999.00	18.78	235	1.01	1.00	"1,2,9,17"
+Artiodactyla	Cervidae	Cervus	nippon	96500.00	7.59	3734.00	5.67	28590.00	22.12	305	1.02	1.00	"1,2,9,11,23"
+Artiodactyla	Cervidae	Dama	dama	54500.00	7.75	4511.17	6.01	22570.00	18.55	300	1.14	1.00	"1,2,9,11,13,23,29"
+Artiodactyla	Cervidae	Elaphodus	cephalophus	33500.00	6.50	-999.00	-999.00	-999.00	18.00	144	1.00	-999.00	"1,2"
+Artiodactyla	Cervidae	Elaphurus	davidianus	149000.00	9.41	11412.50	5.50	-999.00	27.00	279	1.11	1.00	"1,2,9,29"
+Artiodactyla	Cervidae	Hippocamelus	bisulcus	70000.00	6.50	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	4
+Artiodactyla	Cervidae	Hippocamelus	antisensis	68600.00	8.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,4,13,17,16"
+Artiodactyla	Cervidae	Hydropotes	inermis	14000.00	6.25	1028.33	-999.00	-999.00	7.00	167	3.32	-999.00	"1,2,9"
+Artiodactyla	Cervidae	Mazama	rufina	8200.00	7.25	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,3,4"
+Artiodactyla	Cervidae	Mazama	gouazoupira	16650.00	7.42	792.33	-999.00	-999.00	20.50	-999	1.00	-999.00	"1,4,9,29"
+Artiodactyla	Cervidae	Mazama	americana	23000.00	7.43	542.50	6.00	-999.00	12.00	166	1.00	1.00	"2,4,9,13,29"
+Artiodactyla	Cervidae	Muntiacus	muntjak	14000.00	6.12	1310.80	2.00	-999.00	8.67	204	1.33	-999.00	"1,2,9,13"
+Artiodactyla	Cervidae	Muntiacus	reevesi	12000.00	6.86	1096.67	-999.00	-999.00	6.00	236	1.00	1.50	"1,2,9,29"
+Artiodactyla	Cervidae	Odocoileus	hemionus	55766.67	6.85	2952.67	2.48	19516.67	14.24	264	1.62	0.97	"1,2,7,8,9,29"
+Artiodactyla	Cervidae	Odocoileus	virginianus	59500.00	6.84	3154.67	4.29	33631.33	9.09	276	1.71	1.00	"1,2,6,9,11,17,23"
+Artiodactyla	Cervidae	Ozotoceros	bezoarticus	35000.00	7.25	2150.00	5.50	-999.00	12.00	253	1.00	1.00	"1,2,4,11,13"
+Artiodactyla	Cervidae	Pudu	mephistophiles	9750.00	-999.00	400.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,18"
+Artiodactyla	Cervidae	Pudu	puda	8250.00	6.76	695.00	2.00	-999.00	5.73	252	1.03	-999.00	"1,2,3,9,23,29"
+Artiodactyla	Cervidae	Rangifer	tarandus	113200.00	7.24	5773.67	2.84	26900.00	23.93	242	1.20	0.91	"1,2,8,9,23,26,29"
+Artiodactyla	Giraffidae	Giraffa	camelopardalis	800000.00	14.89	59770.59	8.25	-999.00	48.71	434	1.12	0.54	"1,2,9,23,29"
+Artiodactyla	Giraffidae	Okapia	johnstoni	287500.00	14.87	17375.00	7.00	77000.00	23.86	396	1.00	0.75	"1,2,11,23"
+Artiodactyla	Hippopotamidae	Hexaprotodon	liberiensis	215000.00	6.84	5636.25	7.33	-999.00	48.00	526	1.00	0.42	"1,2,17"
+Artiodactyla	Hippopotamidae	Hippopotamus	amphibius	1258333.33	7.75	39746.67	10.13	237500.00	89.93	732	1.00	0.61	"1,2,8,9,23,25,29"
+Artiodactyla	Moschidae	Moschus	chrysogaster	11000.00	-999.00	800.00	-999.00	-999.00	21.00	-999	1.00	-999.00	"1,16"
+Artiodactyla	Moschidae	Moschus	berezovskii	10900.00	-999.00	524.00	-999.00	-999.00	-999.00	-999	1.71	-999.00	"1,2,8"
+Artiodactyla	Moschidae	Moschus	moschiferus	12500.00	5.33	458.75	3.50	-999.00	15.54	144	1.49	1.00	"1,9,13,17,23,29"
+Artiodactyla	Suidae	Babyrousa	babyrussa	100000.00	5.16	715.00	7.00	-999.00	18.00	288	1.40	2.00	"1,2,17"
+Artiodactyla	Suidae	Hylochoerus	meinertzhageni	202500.00	4.39	1250.00	2.25	-999.00	17.50	216	4.70	-999.00	"1,2,13,25,27"
+Artiodactyla	Suidae	Phacochoerus	aethiopicus	71000.00	5.53	672.78	3.49	-999.00	18.55	225	3.53	1.11	"1,8,9,13,23,25,29"
+Artiodactyla	Suidae	Potamochoerus	porcus	71000.00	3.78	762.00	3.00	-999.00	28.24	240	4.33	-999.00	"1,9,13,23,29"
+Artiodactyla	Suidae	Sus	salvanius	8150.00	3.76	191.50	-999.00	-999.00	23.00	-999	3.20	-999.00	"1,2,13"
+Artiodactyla	Suidae	Sus	barbatus	102750.00	4.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,13,16"
+Artiodactyla	Suidae	Sus	scrofa	100900.00	3.95	1040.31	3.38	8726.00	9.77	252	5.76	1.36	"1,8,9,13"
+Artiodactyla	Tayassuidae	Catagonus	wagneri	35300.00	-999.00	647.00	-999.00	-999.00	39.17	-999	2.42	-999.00	"1,2,4,23"
+Artiodactyla	Tayassuidae	Pecari	tajacu	19200.00	4.66	657.18	1.70	5220.67	10.64	296	1.82	2.00	"1,2,3,4,23"
+Artiodactyla	Tayassuidae	Tayassu	pecari	33750.00	5.23	1225.00	1.63	-999.00	20.00	253	2.00	-999.00	"1,2,3,4,11,13,17,29"
+Artiodactyla	Tragulidae	Hyemoschus	aquaticus	12250.00	5.86	-999.00	5.17	-999.00	13.38	156	1.25	1.00	"1,2,23,29"
+Artiodactyla	Tragulidae	Moschiola	meminna	2450.00	4.94	319.00	-999.00	-999.00	-999.00	81	1.50	-999.00	"1,2,17"
+Artiodactyla	Tragulidae	Tragulus	javanicus	3850.00	4.61	370.00	2.92	-999.00	5.20	144	1.00	-999.00	"1,9,13,23,29"
+Artiodactyla	Tragulidae	Tragulus	napu	5900.00	5.20	373.67	3.00	-999.00	4.50	192	1.00	-999.00	"1,2,9,17,29"
+Carnivora	Canidae	Alopex	lagopus	4500.00	1.75	71.04	1.67	-999.00	9.94	194	8.12	0.92	"1,2,8,17,23,29"
+Carnivora	Canidae	Atelocynus	microtis	9500.00	-999.00	-999.00	-999.00	-999.00	-999.00	132	-999.00	-999.00	2
+Carnivora	Canidae	Canis	simensis	12675.00	2.04	-999.00	2.50	-999.00	24.00	-999	4.00	-999.00	"2,11"
+Carnivora	Canidae	Canis	aureus	11000.00	2.05	207.50	2.28	-999.00	10.46	192	4.16	-999.00	"1,2,23,29"
+Carnivora	Canidae	Canis	rufus	26000.00	2.05	-999.00	-999.00	-999.00	-999.00	168	4.51	-999.00	"1,2,26"
+Carnivora	Canidae	Canis	lupus	34875.00	2.16	418.60	1.55	5250.00	22.04	192	4.82	0.82	"1,2,8,23"
+Carnivora	Canidae	Canis	mesomelas	9750.00	2.08	159.00	2.13	-999.00	10.80	168	3.95	1.00	"1,2,17"
+Carnivora	Canidae	Canis	latrans	11800.00	2.05	249.75	1.74	1517.00	10.29	262	5.49	1.00	"1,2,3,10,11,23,26,29"
+Carnivora	Canidae	Canis	adustus	8250.00	2.17	-999.00	1.50	-999.00	7.67	144	4.29	2.00	"1,2"
+Carnivora	Canidae	Cerdocyon	thous	6500.00	1.85	365.00	3.00	-999.00	9.07	138	4.10	1.90	"1,2,3,4,11,23,29"
+Carnivora	Canidae	Chrysocyon	brachyurus	23000.00	2.11	400.17	4.75	-999.00	24.00	188	3.09	-999.00	"1,2,4,11,13,29"
+Carnivora	Canidae	Cuon	alpinus	12760.00	2.07	273.33	1.64	2350.00	11.50	186	4.13	-999.00	"1,2,10,11,29"
+Carnivora	Canidae	Lycaon	pictus	27133.33	2.41	332.50	2.88	-999.00	25.25	204	6.99	0.93	"1,2,23,25,29"
+Carnivora	Canidae	Nyctereutes	procyonoides	4232.00	2.05	87.92	1.73	825.00	12.22	128	9.46	1.00	"1,2,11,23,29"
+Carnivora	Canidae	Otocyon	megalotis	4150.00	2.26	120.88	2.06	-999.00	12.00	165	3.74	2.00	"1,2,13,17,29"
+Carnivora	Canidae	Pseudalopex	gymnocercus	4690.00	1.95	-999.00	-999.00	-999.00	10.00	164	2.50	-999.00	"1,2,4"
+Carnivora	Canidae	Pseudalopex	griseus	3990.00	1.85	-999.00	-999.00	-999.00	-999.00	-999	4.17	-999.00	"2,4"
+Carnivora	Canidae	Pseudalopex	culpaeus	13000.00	1.99	-999.00	2.00	-999.00	12.00	-999	4.00	1.00	"1,2,4,11"
+Carnivora	Canidae	Speothos	venaticus	6000.00	2.35	152.43	3.33	-999.00	11.00	160	4.26	2.00	"1,2,3,17,29"
+Carnivora	Canidae	Urocyon	cinereoargenteus	4220.00	2.14	95.33	1.80	519.67	10.50	-999	4.17	0.98	"1,3,6,8,10,11,23,26,27,29"
+Carnivora	Canidae	Urocyon	littoralis	1890.67	1.70	-999.00	2.00	-999.00	12.00	-999	2.60	1.00	"11,26"
+Carnivora	Canidae	Vulpes	cana	1000.00	1.84	29.00	1.50	-999.00	10.50	-999	2.00	-999.00	"2,11"
+Carnivora	Canidae	Vulpes	chama	4000.00	1.72	-999.00	-999.00	-999.00	-999.00	-999	3.25	-999.00	"1,2"
+Carnivora	Canidae	Vulpes	rueppelli	2250.00	1.75	-999.00	-999.00	-999.00	12.00	-999	3.26	-999.00	"1,2"
+Carnivora	Canidae	Vulpes	ferrilata	7000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	"1,2"
+Carnivora	Canidae	Vulpes	pallida	2550.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	2
+Carnivora	Canidae	Vulpes	bengalensis	1800.00	1.69	58.50	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,2"
+Carnivora	Canidae	Vulpes	corsac	2700.00	1.77	62.50	0.93	-999.00	16.81	-999	4.71	-999.00	"1,16,23"
+Carnivora	Canidae	Vulpes	vulpes	5662.50	1.73	101.25	1.81	1236.43	9.76	144	4.34	0.91	"1,2,8,9,10,23,26,29"
+Carnivora	Canidae	Vulpes	zerda	1200.00	1.71	26.28	2.18	-999.00	9.87	175	2.45	1.00	"1,2,23"
+Carnivora	Canidae	Vulpes	velox	2766.67	1.71	39.65	1.69	-999.00	11.01	240	4.44	1.00	"1,2,6,11,13,17,23,26"
+Carnivora	Felidae	Acinonyx	jubatus	58750.00	3.35	403.96	3.67	1940.00	25.41	228	3.04	0.65	"1,2,10,23,25,29"
+Carnivora	Felidae	Caracal	caracal	14000.00	2.43	165.00	4.17	-999.00	16.51	216	3.08	-999.00	"1,2,23"
+Carnivora	Felidae	Catopuma	temminckii	11500.00	2.67	250.00	-999.00	-999.00	21.00	240	1.28	-999.00	"1,2"
+Carnivora	Felidae	Felis	chaus	10000.00	2.05	126.62	3.00	2212.50	15.82	240	3.48	2.00	"1,2,23"
+Carnivora	Felidae	Felis	margarita	2350.00	2.20	55.50	-999.00	-999.00	9.00	156	4.50	2.00	"1,2,29"
+Carnivora	Felidae	Felis	silvestris	4150.00	2.15	101.87	2.25	630.79	10.24	180	3.69	2.02	"1,2,10,23,29"
+Carnivora	Felidae	Felis	nigripes	2125.00	2.20	70.87	-999.00	-999.00	17.04	-999	1.91	2.50	"1,2,23,29"
+Carnivora	Felidae	Herpailurus	yaguarondi	6750.00	2.33	-999.00	-999.00	-999.00	26.40	180	2.34	2.00	"1,2,11,17,26"
+Carnivora	Felidae	Leopardus	wiedii	3666.67	2.67	118.00	1.83	785.10	21.65	252	1.38	-999.00	"1,2,4,11,23,26"
+Carnivora	Felidae	Leopardus	tigrinus	2250.00	2.51	-999.00	1.83	-999.00	-999.00	-999	1.50	-999.00	"1,2,3,29"
+Carnivora	Felidae	Leopardus	pardalis	8800.00	2.64	254.40	3.50	3400.00	21.80	257	1.54	0.75	"1,2,11,23,26,29"
+Carnivora	Felidae	Leptailurus	serval	13350.00	2.36	253.20	4.20	-999.00	26.75	237	2.18	2.00	"1,2,29"
+Carnivora	Felidae	Lynx	pardinus	9400.00	2.18	-999.00	-999.00	-999.00	-999.00	156	2.50	-999.00	"1,2"
+Carnivora	Felidae	Lynx	rufus	8600.00	1.86	301.00	2.55	1190.00	17.06	388	2.82	0.94	"1,2,8,23,26"
+Carnivora	Felidae	Lynx	lynx	18026.67	2.33	269.50	3.10	1860.00	16.36	264	2.25	1.00	"1,2,10,11,23"
+Carnivora	Felidae	Lynx	canadensis	8900.00	2.18	204.00	5.00	-999.00	17.60	321	3.19	1.00	"1,2,26,29"
+Carnivora	Felidae	Neofelis	nebulosa	19500.00	3.06	215.33	4.26	5427.50	26.30	234	2.47	-999.00	"1,2,29"
+Carnivora	Felidae	Oncifelis	colocolo	2950.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	4
+Carnivora	Felidae	Oncifelis	geoffroyi	4000.00	2.45	86.18	2.25	-999.00	-999.00	252	2.04	1.33	"1,2,4,11"
+Carnivora	Felidae	Otocolobus	manul	3500.00	2.37	89.00	-999.00	-999.00	12.00	-999	4.14	-999.00	"1,2"
+Carnivora	Felidae	Panthera	tigris	119700.00	3.51	1248.59	5.48	19556.00	41.12	315	2.57	0.40	"1,2,10,11,23,29"
+Carnivora	Felidae	Panthera	onca	81150.00	3.39	831.89	4.13	5033.50	35.56	264	2.46	0.50	"1,2,4,10,11,23,29"
+Carnivora	Felidae	Panthera	leo	139500.00	3.62	1377.45	7.22	8480.00	35.98	360	2.90	0.66	"1,2,10,23,25,29"
+Carnivora	Felidae	Panthera	pardus	42325.00	3.22	363.49	2.88	1940.00	34.10	276	2.38	0.83	"1,2,10,23,29"
+Carnivora	Felidae	Pardofelis	marmorata	3500.00	-999.00	85.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Carnivora	Felidae	Prionailurus	viverrinus	10850.00	2.29	170.00	2.92	-999.00	-999.00	-999	2.12	-999.00	"1,2,29"
+Carnivora	Felidae	Prionailurus	rubiginosus	1350.00	2.23	-999.00	-999.00	-999.00	-999.00	192	2.13	-999.00	"1,2"
+Carnivora	Felidae	Prionailurus	bengalensis	4150.00	2.17	93.86	1.47	620.00	18.52	180	2.64	-999.00	"1,2,10,23,29"
+Carnivora	Felidae	Profelis	aurata	10650.00	-999.00	248.33	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Carnivora	Felidae	Puma	concolor	48000.00	3.07	388.22	4.20	3500.00	26.91	240	2.85	0.47	"1,2,4,11,23,26,29"
+Carnivora	Felidae	Uncia	uncia	45625.00	3.28	463.45	2.54	7500.00	30.11	252	2.22	1.00	"1,2,11,23,29"
+Carnivora	Herpestidae	Atilax	paludinosus	3300.00	2.49	100.23	1.43	631.85	-999.00	228	2.42	-999.00	"1,2,11"
+Carnivora	Herpestidae	Bdeogale	crassicauda	1570.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Carnivora	Herpestidae	Crossarchus	obscurus	727.00	2.25	-999.00	0.75	-999.00	9.00	108	4.00	2.50	"1,11"
+Carnivora	Herpestidae	Cynictis	penicillata	598.50	1.84	-999.00	2.00	-999.00	24.00	182	1.67	2.00	"1,2,11"
+Carnivora	Herpestidae	Galerella	pulverulenta	683.00	2.00	-999.00	1.92	-999.00	-999.00	-999	2.60	-999.00	"1,2,16"
+Carnivora	Herpestidae	Galerella	sanguinea	448.00	2.00	-999.00	1.73	-999.00	-999.00	-999	2.23	2.00	"1,16"
+Carnivora	Herpestidae	Galidia	elegans	800.00	2.61	50.00	1.94	183.00	24.22	293	1.00	1.00	"1,2,23,29"
+Carnivora	Herpestidae	Galidictis	fasciata	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	1.00	"1,2"
+Carnivora	Herpestidae	Helogale	parvula	274.80	1.80	-999.00	-999.00	-999.00	13.50	-999	3.38	2.33	"1,16,23,29"
+Carnivora	Herpestidae	Herpestes	javanicus	800.00	1.62	25.92	1.65	275.00	9.90	-999	2.24	-999.00	"1,2,16,23"
+Carnivora	Herpestidae	Herpestes	edwardsii	1008.00	1.98	-999.00	-999.00	-999.00	-999.00	-999	2.60	-999.00	"1,16,29"
+Carnivora	Herpestidae	Herpestes	ichneumon	2920.00	2.39	-999.00	2.00	800.00	24.00	-999	2.91	1.00	"1,2,16"
+Carnivora	Herpestidae	Ichneumia	albicauda	3150.00	-999.00	-999.00	9.00	-999.00	-999.00	121	2.33	-999.00	"1,2,11"
+Carnivora	Herpestidae	Mungos	mungo	1331.50	2.02	22.10	-999.00	-999.00	11.29	144	3.24	1.00	"1,2,16,23,25,29"
+Carnivora	Herpestidae	Mungotictis	decemlineata	700.00	3.27	50.00	1.29	-999.00	24.39	-999	1.00	-999.00	"1,2,23,29"
+Carnivora	Herpestidae	Paracynictis	selousi	1800.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,2"
+Carnivora	Herpestidae	Suricata	suricatta	776.00	2.57	31.33	1.44	212.75	10.80	152	3.63	1.00	"1,2,10,23,29"
+Carnivora	Hyaenidae	Crocuta	crocuta	63000.00	3.45	1353.33	10.57	14500.00	33.00	493	2.00	1.00	"1,2,17,25,27"
+Carnivora	Hyaenidae	Hyaena	hyaena	40000.00	3.01	669.50	9.17	-999.00	28.11	282	2.61	-999.00	"1,2,11,23"
+Carnivora	Hyaenidae	Parahyaena	brunnea	60200.00	3.08	727.28	7.67	27400.00	36.00	348	2.28	0.40	"1,2,11"
+Carnivora	Hyaenidae	Proteles	cristatus	10000.00	2.90	-999.00	3.52	-999.00	-999.00	227	2.77	-999.00	"1,2,11"
+Carnivora	Mustelidae	Amblonyx	cinereus	3000.00	2.07	57.00	2.67	-999.00	-999.00	192	1.42	2.00	"1,2"
+Carnivora	Mustelidae	Aonyx	congicus	24000.00	-999.00	-999.00	-999.00	-999.00	14.20	-999	-999.00	-999.00	23
+Carnivora	Mustelidae	Aonyx	capensis	11800.00	2.10	1050.00	1.75	3360.00	12.00	168	2.56	-999.00	"1,2,11"
+Carnivora	Mustelidae	Arctonyx	collaris	10500.00	1.50	58.00	3.42	-999.00	-999.00	-999	3.50	-999.00	"1,2"
+Carnivora	Mustelidae	Conepatus	leuconotus	3500.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,18"
+Carnivora	Mustelidae	Conepatus	semistriatus	1200.00	2.00	-999.00	-999.00	-999.00	-999.00	-999	4.50	-999.00	"3,16"
+Carnivora	Mustelidae	Conepatus	mesoleucus	1996.67	1.70	-999.00	-999.00	-999.00	10.50	-999	3.83	1.50	"1,16,26"
+Carnivora	Mustelidae	Eira	barbara	4500.00	2.19	82.25	2.71	1707.50	-999.00	216	1.92	-999.00	"1,2,3,4"
+Carnivora	Mustelidae	Enhydra	lutris	21800.00	7.10	1909.17	5.77	12666.67	43.13	240	1.00	0.83	"1,2,11,23,26"
+Carnivora	Mustelidae	Galictis	vittata	2350.00	1.30	-999.00	-999.00	-999.00	-999.00	126	2.00	-999.00	"2,3"
+Carnivora	Mustelidae	Gulo	gulo	16333.33	1.69	90.53	2.60	-999.00	26.76	208	2.84	0.45	"1,2,11,23"
+Carnivora	Mustelidae	Ictonyx	libyca	500.00	1.68	5.00	1.25	250.00	-999.00	-999	2.00	-999.00	"1,2"
+Carnivora	Mustelidae	Ictonyx	striatus	765.00	1.20	12.50	2.60	170.00	9.26	160	2.17	1.00	"1,2,10,23"
+Carnivora	Mustelidae	Lontra	longicaudis	7500.00	1.87	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,4,11"
+Carnivora	Mustelidae	Lontra	felina	-999.00	2.45	-999.00	-999.00	-999.00	-999.00	-999	3.25	-999.00	"1,2,4"
+Carnivora	Mustelidae	Lontra	canadensis	6225.00	2.01	141.00	4.38	1510.00	29.97	276	2.72	0.94	"1,2,6,8,23,26,29"
+Carnivora	Mustelidae	Lutra	maculicollis	4000.00	2.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Carnivora	Mustelidae	Lutra	lutra	6750.00	2.20	-999.00	1.90	-999.00	12.00	-999	2.06	1.00	"1,16,29"
+Carnivora	Mustelidae	Lutrogale	perspicillata	9000.00	2.07	-999.00	-999.00	-999.00	-999.00	240	5.00	-999.00	"1,2"
+Carnivora	Mustelidae	Martes	flavigula	2500.00	-999.00	-999.00	-999.00	-999.00	-999.00	168	2.50	-999.00	"1,2"
+Carnivora	Mustelidae	Martes	zibellina	1066.67	1.50	31.25	1.79	600.00	17.34	180	3.20	-999.00	"1,2,23"
+Carnivora	Mustelidae	Martes	foina	1700.00	3.19	-999.00	1.42	-999.00	18.00	217	3.79	-999.00	"1,2"
+Carnivora	Mustelidae	Martes	americana	606.67	0.93	32.67	1.50	414.00	17.67	204	2.73	1.00	"1,2,6,23,26"
+Carnivora	Mustelidae	Martes	pennanti	2600.00	1.33	34.78	2.61	-999.00	17.33	120	2.92	1.00	"1,2,6,11,23,26"
+Carnivora	Mustelidae	Martes	martes	1300.00	1.73	30.00	1.87	680.00	24.09	204	3.80	1.00	"1,2,23,29"
+Carnivora	Mustelidae	Meles	meles	13000.00	1.89	84.25	3.18	-999.00	13.25	194	3.11	0.75	"1,6,23,29"
+Carnivora	Mustelidae	Mellivora	capensis	10000.00	5.86	210.00	-999.00	-999.00	-999.00	317	2.33	2.00	"1,2,6"
+Carnivora	Mustelidae	Melogale	personata	2000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,16"
+Carnivora	Mustelidae	Mephitis	macroura	965.00	2.00	-999.00	-999.00	-999.00	-999.00	-999	5.33	-999.00	"1,11"
+Carnivora	Mustelidae	Mephitis	mephitis	1821.25	1.63	28.10	2.08	493.50	11.17	60	5.10	1.21	"1,6,8,10,11,23,26,29"
+Carnivora	Mustelidae	Mustela	nigripes	809.00	1.44	-999.00	-999.00	-999.00	12.00	144	3.43	-999.00	"1,2"
+Carnivora	Mustelidae	Mustela	lutreola	440.00	3.32	7.50	1.88	-999.00	10.67	120	4.50	-999.00	"1,2"
+Carnivora	Mustelidae	Mustela	altaica	171.00	1.25	-999.00	1.63	-999.00	-999.00	-999	6.10	-999.00	"1,2"
+Carnivora	Mustelidae	Mustela	sibirica	405.00	1.06	-999.00	2.00	-999.00	-999.00	106	7.00	-999.00	"1,2"
+Carnivora	Mustelidae	Mustela	vison	899.75	1.19	8.64	1.60	110.00	8.59	120	4.76	1.00	"1,2,6,10,23"
+Carnivora	Mustelidae	Mustela	frenata	150.60	0.82	3.10	1.22	34.60	5.33	-999	6.22	1.00	"1,2,6,11,23,26,29"
+Carnivora	Mustelidae	Mustela	erminea	110.33	1.43	2.30	1.49	26.57	3.12	84	6.77	1.00	"1,2,10,11,23,26"
+Carnivora	Mustelidae	Mustela	eversmannii	1350.00	1.20	5.73	1.67	-999.00	10.50	-999	9.41	1.00	"1,2"
+Carnivora	Mustelidae	Mustela	putorius	588.67	1.05	9.26	1.64	-999.00	10.00	168	7.68	1.26	"1,2,8,29"
+Carnivora	Mustelidae	Mustela	nivalis	49.75	1.32	2.61	1.39	36.00	3.73	120	5.37	1.67	"1,2,10,23,26,29"
+Carnivora	Mustelidae	Poecilogale	albinucha	257.50	1.05	4.00	2.14	50.00	14.43	-999	2.20	1.25	"1,2,10,11,23"
+Carnivora	Mustelidae	Pteronura	brasiliensis	24000.00	2.26	202.83	3.67	-999.00	24.00	174	1.94	1.00	"1,2"
+Carnivora	Mustelidae	Spilogale	pygmaea	260.00	1.57	6.90	-999.00	-999.00	-999.00	-999	3.67	1.00	"1,11"
+Carnivora	Mustelidae	Spilogale	putorius	511.50	2.19	13.80	1.64	160.00	7.50	118	4.73	1.50	"1,2,6,10,11,29"
+Carnivora	Mustelidae	Taxidea	taxus	6050.00	1.83	101.88	1.68	3000.00	7.35	312	3.07	0.74	"1,2,8,23,29"
+Carnivora	Mustelidae	Vormela	peregusna	542.50	2.00	-999.00	1.00	-999.00	3.00	107	5.76	-999.00	"1,2"
+Carnivora	Odobenidae	Odobenus	rosmarus	650000.00	11.50	51883.33	20.37	200000.00	52.14	480	1.14	0.50	"1,2,11,23,26,29"
+Carnivora	Otariidae	Arctocephalus	galapagoensis	27000.00	7.00	3533.33	16.60	15000.00	42.00	264	1.00	0.50	"1,2"
+Carnivora	Otariidae	Arctocephalus	tropicalis	50000.00	11.75	4420.00	7.85	-999.00	-999.00	-999	1.00	1.00	"1,2,15,29"
+Carnivora	Otariidae	Arctocephalus	forsteri	55000.00	7.75	3833.33	11.00	-999.00	60.00	-999	1.00	1.00	"1,2"
+Carnivora	Otariidae	Arctocephalus	gazella	40500.00	9.00	5933.33	3.90	15800.00	34.00	240	1.00	1.00	"1,2,13"
+Carnivora	Otariidae	Arctocephalus	pusillus	77666.67	9.17	5955.56	11.57	26150.00	42.53	252	1.00	1.00	"1,2,23,29"
+Carnivora	Otariidae	Arctocephalus	australis	45000.00	7.75	4250.00	13.50	-999.00	36.00	360	1.00	1.00	"1,2,13"
+Carnivora	Otariidae	Eumetopias	jubatus	288932.50	8.75	19215.00	9.71	106610.00	56.08	360	1.00	1.00	"1,2,6,11,23,26"
+Carnivora	Otariidae	Neophoca	cinerea	79633.33	11.75	7075.00	18.75	59724.00	36.00	192	1.00	0.69	"1,2,11"
+Carnivora	Otariidae	Otaria	byronia	140000.00	12.00	12763.33	12.00	-999.00	44.28	298	1.00	1.00	"1,2,23"
+Carnivora	Otariidae	Phocarctos	hookeri	-999.00	12.00	7000.00	8.67	-999.00	-999.00	276	1.00	1.00	"1,2"
+Carnivora	Otariidae	Zalophus	californianus	84666.67	11.14	6817.14	10.75	25000.00	68.00	300	1.00	1.00	"1,2,26"
+Carnivora	Otariidae 	Callorhinus	ursinus	49100.00	8.37	5182.73	3.22	12920.00	48.90	312	1.00	0.89	"1,2,6,8,23,29"
+Carnivora	Phocidae	Cystophora	cristata	212000.00	8.01	15388.89	0.30	44980.00	35.88	420	1.00	1.00	"1,2,11,23,26,29"
+Carnivora	Phocidae	Erignathus	barbatus	286666.67	8.71	36950.00	1.00	72666.67	65.02	372	1.00	1.00	"1,2,23,29"
+Carnivora	Phocidae	Halichoerus	grypus	186000.00	7.87	12820.00	0.61	43077.78	50.52	552	1.00	0.93	"1,2,8,23,26,29"
+Carnivora	Phocidae	Hydrurga	leptonyx	398666.67	9.50	30875.00	1.00	-999.00	41.70	312	1.00	-999.00	"1,2,23"
+Carnivora	Phocidae	Leptonychotes	weddellii	421666.67	9.60	28394.00	1.33	117917.14	48.51	300	1.00	-999.00	"1,2,11,23,29"
+Carnivora	Phocidae	Lobodon	carcinophagus	238333.33	8.50	22333.33	1.09	120000.00	48.16	468	1.00	1.00	"1,2,23,29"
+Carnivora	Phocidae	Mirounga	leonina	579400.00	7.63	39918.89	0.76	130192.31	31.29	276	1.00	0.86	"1,2,8,23,29"
+Carnivora	Phocidae	Mirounga	angustirostris	716666.67	8.45	35250.00	0.88	138037.14	41.62	240	1.00	1.00	"1,2,11,26"
+Carnivora	Phocidae	Monachus	monachus	275000.00	10.00	19600.00	1.55	-999.00	48.00	284	1.00	-999.00	"1,2"
+Carnivora	Phocidae	Monachus	schauinslandi	173000.00	11.00	30675.00	1.24	64000.00	60.00	360	1.00	0.50	"1,2,29"
+Carnivora	Phocidae	Ommatophoca	rossii	187666.67	8.13	20266.67	1.00	-999.00	41.51	252	1.00	1.00	"1,2,23"
+Carnivora	Phocidae	Phoca	largha	80000.00	10.50	7100.00	0.78	21300.00	42.00	420	1.00	-999.00	"1,2,26"
+Carnivora	Phocidae	Phoca	caspica	86000.00	11.00	5000.00	1.00	-999.00	61.00	600	1.00	-999.00	"1,2,13"
+Carnivora	Phocidae	Phoca	hispida	86140.00	8.20	5909.09	1.60	11350.00	73.93	516	1.00	0.80	"1,2,8,23,26"
+Carnivora	Phocidae	Phoca	groenlandica	128786.67	7.63	8476.92	0.37	34377.78	49.80	-999	1.00	1.00	"1,2,23,26,29"
+Carnivora	Phocidae	Phoca	fasciata	82500.00	9.00	10250.00	0.88	30000.00	29.43	240	1.00	1.00	"1,2,26"
+Carnivora	Phocidae	Phoca	vitulina	101250.00	8.35	11083.64	1.13	23945.00	46.51	408	1.00	1.00	"1,2,23,26"
+Carnivora	Phocidae	Phoca	sibirica	81666.67	9.00	3000.00	2.14	66900.00	57.88	672	1.01	1.00	"1,2,11,23"
+Carnivora	Procyonidae	Bassaricyon	gabbii	1242.50	2.45	51.00	-999.00	-999.00	21.35	-999	1.00	-999.00	"3,18,23,29"
+Carnivora	Procyonidae	Bassariscus	sumichrasti	900.00	2.15	-999.00	-999.00	-999.00	-999.00	281	1.50	-999.00	"1,2"
+Carnivora	Procyonidae	Bassariscus	astutus	975.50	1.81	28.58	2.26	219.35	10.70	192	2.70	1.00	"1,2,6,10,11,23,26,29"
+Carnivora	Procyonidae	Nasua	nasua	4750.00	2.51	153.33	2.82	730.00	32.00	-999	3.81	-999.00	"1,10,11,23,29"
+Carnivora	Procyonidae	Nasua	narica	3750.00	2.56	140.00	4.17	-999.00	23.00	204	4.17	-999.00	"2,4,11,26"
+Carnivora	Procyonidae	Potos	flavus	3000.00	3.84	165.66	3.35	-999.00	27.65	384	1.00	1.00	"1,2,3,11,23,29"
+Carnivora	Procyonidae	Procyon	cancrivorus	6270.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.75	-999.00	"1,3,16"
+Carnivora	Procyonidae	Procyon	lotor	4400.00	2.13	76.14	2.95	1200.00	11.34	247	3.39	1.00	"1,2,3,7,10,23,26,29"
+Carnivora	Ursidae	Ailuropoda	melanoleuca	111600.00	4.31	109.29	6.70	15000.00	77.26	408	1.54	0.70	"1,2,8,10,11,23,29"
+Carnivora	Ursidae	Ailurus	fulgens	4325.00	4.30	120.17	4.00	1140.00	19.51	210	2.02	1.00	"1,2,11,10,23,29"
+Carnivora	Ursidae	Helarctos	malayanus	46000.00	3.68	275.00	3.00	-999.00	78.00	372	1.16	-999.00	"1,2,11,17,29"
+Carnivora	Ursidae	Melursus	ursinus	100000.00	6.42	-999.00	2.50	-999.00	-999.00	480	1.69	-999.00	"1,2"
+Carnivora	Ursidae	Tremarctos	ornatus	61000.00	7.33	320.00	2.96	-999.00	-999.00	464	1.65	-999.00	"1,2"
+Carnivora	Ursidae	Ursus	thibetanus	76666.67	7.00	351.67	3.25	-999.00	31.33	432	1.67	-999.00	"1,2,23"
+Carnivora	Ursidae	Ursus	maritimus	286366.67	8.11	634.25	12.68	31156.00	55.22	540	1.66	0.36	"1,2,11,23,29"
+Carnivora	Ursidae	Ursus	arctos	203500.00	6.93	494.82	13.78	26000.00	60.01	472	2.36	0.36	"1,2,11,23"
+Carnivora	Ursidae	Ursus	americanus	110560.00	6.75	294.47	6.42	14050.00	40.71	372	2.54	0.38	"1,2,8,10,23"
+Carnivora	Viverridae	Arctictis	binturong	12250.00	2.74	316.38	2.59	2100.00	30.34	311	2.63	2.00	"1,2,10,23,29"
+Carnivora	Viverridae	Arctogalidia	trivirgata	2250.00	1.50	-999.00	2.00	-999.00	36.00	193	2.50	2.00	"1,2"
+Carnivora	Viverridae	Chrotogale	owstoni	3250.00	2.00	81.50	-999.00	-999.00	-999.00	-999	2.00	1.50	2
+Carnivora	Viverridae	Civettictis	civetta	13666.67	2.31	417.00	4.19	1955.75	14.62	336	2.26	2.25	"1,2,23,25,29"
+Carnivora	Viverridae	Cryptoprocta	ferox	9500.00	3.00	100.00	4.08	-999.00	49.17	240	3.00	-999.00	"1,2,23,29"
+Carnivora	Viverridae	Cynogale	bennettii	4000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Carnivora	Viverridae	Eupleres	goudotii	3000.00	-999.00	150.00	2.13	-999.00	-999.00	-999	1.50	-999.00	"1,2,29"
+Carnivora	Viverridae	Fossa	fossana	1540.00	2.90	67.50	2.28	-999.00	23.92	132	1.00	-999.00	"1,2,23,29"
+Carnivora	Viverridae	Genetta	maculata	2225.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.33	-999.00	"1,18"
+Carnivora	Viverridae	Genetta	genetta	1866.67	2.50	74.20	2.75	-999.00	48.64	258	2.34	2.00	"1,2,11,23"
+Carnivora	Viverridae	Genetta	tigrina	1820.00	2.32	71.00	1.94	-999.00	-999.00	-999	2.38	2.00	"1,16,17,25,29"
+Carnivora	Viverridae	Hemigalus	derbyanus	2375.00	-999.00	125.00	2.33	-999.00	-999.00	216	2.00	-999.00	"1,2"
+Carnivora	Viverridae	Nandinia	binotata	1900.00	2.13	-999.00	2.13	-999.00	36.27	190	2.00	2.00	"1,2,23"
+Carnivora	Viverridae	Paguma	larvata	4300.00	-999.00	-999.00	-999.00	-999.00	-999.00	240	2.39	2.00	"1,2"
+Carnivora	Viverridae	Paradoxurus	zeylonensis	2380.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,16"
+Carnivora	Viverridae	Paradoxurus	hermaphroditus	3100.00	1.50	87.08	-999.00	-999.00	11.22	300	3.29	2.00	"1,2,16,17,23"
+Carnivora	Viverridae	Prionodon	pardicolor	4500.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Carnivora	Viverridae	Prionodon	linsang	698.00	-999.00	40.00	-999.00	-999.00	-999.00	128	2.00	-999.00	"1,2"
+Carnivora	Viverridae	Viverra	zibetha	10000.00	-999.00	-999.00	1.00	-999.00	-999.00	240	2.60	2.00	"1,2,16"
+Carnivora	Viverridae	Viverricula	indica	3000.00	-999.00	-999.00	4.25	-999.00	-999.00	126	3.88	-999.00	"1,2"
+Cetacea	Balaenidae	Balaena	mysticetus	80000000.00	12.37	-999.00	11.25	-999.00	210.00	1200	1.00	0.29	"1,2,23,26,29"
+Cetacea	Balaenidae	Eubalaena	australis	23000000.00	12.55	-999.00	-999.00	-999.00	108.00	-999	1.00	-999.00	"1,2"
+Cetacea	Balaenidae	Eubalaena	glacialis	23000000.00	11.50	-999.00	7.00	-999.00	110.00	804	1.00	0.29	"1,2,26"
+Cetacea	Balaenopteridae	Balaenoptera	physalus	66800000.00	10.93	1850000.00	6.50	-999.00	89.70	1368	1.01	0.36	"1,2,23,26,29"
+Cetacea	Balaenopteridae	Balaenoptera	musculus	149000000.00	10.71	2250000.00	7.08	19075000.00	72.34	1320	1.01	0.41	"1,2,23,26,29"
+Cetacea	Balaenopteridae	Balaenoptera	borealis	14766666.67	11.40	650000.00	7.56	-999.00	77.15	888	1.01	0.45	"1,2,23,26,29"
+Cetacea	Balaenopteridae	Balaenoptera	edeni	20000000.00	12.35	-999.00	9.00	-999.00	105.25	864	1.00	0.50	"1,2,16,23"
+Cetacea	Balaenopteridae	Balaenoptera	acutorostrata	16266666.67	10.15	-999.00	5.00	-999.00	98.73	564	1.01	1.00	"1,2,23,26,29"
+Cetacea	Balaenopteridae	Megaptera	novaeangliae	30000000.00	11.43	1325000.00	9.08	-999.00	64.28	924	1.01	0.50	"1,2,11,23,26,29"
+Cetacea	Delphinidae	Cephalorhynchus	heavisidii	-999.00	-999.00	9500.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	1
+Cetacea	Delphinidae	Cephalorhynchus	commersonii	72400.00	12.00	5500.00	-999.00	-999.00	78.00	216	1.00	-999.00	"1,2,16"
+Cetacea	Delphinidae	Cephalorhynchus	hectori	-999.00	-999.00	-999.00	-999.00	-999.00	93.00	240	1.00	0.42	"1,2"
+Cetacea	Delphinidae	Delphinus	delphis	76365.00	9.57	7050.00	10.50	40000.00	55.02	240	1.00	0.42	"1,2,23,29"
+Cetacea	Delphinidae	Feresa	attenuata	133000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Cetacea	Delphinidae	Globicephala	melas	1060000.00	14.80	109666.67	26.69	-999.00	81.22	720	1.00	0.20	"1,2,23,26,29"
+Cetacea	Delphinidae	Globicephala	macrorhynchus	726000.00	15.25	60000.00	48.00	-999.00	106.20	756	1.00	0.24	"1,2,16,26"
+Cetacea	Delphinidae	Grampus	griseus	425000.00	12.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,2"
+Cetacea	Delphinidae	Lagenodelphis	hosei	164000.00	11.00	-999.00	-999.00	-999.00	87.00	192	1.00	-999.00	"1,2,11,26"
+Cetacea	Delphinidae	Lagenorhynchus	albirostris	180000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Cetacea	Delphinidae	Lagenorhynchus	obliquidens	103000.00	10.00	-999.00	-999.00	-999.00	126.00	552	1.00	-999.00	"1,2,26"
+Cetacea	Delphinidae	Lagenorhynchus	acutus	182000.00	10.50	24000.00	18.00	-999.00	73.34	324	1.00	0.40	"1,2,23,26"
+Cetacea	Delphinidae	Lagenorhynchus	obscurus	110000.00	11.63	-999.00	12.00	-999.00	-999.00	-999	1.00	0.42	"2,16"
+Cetacea	Delphinidae	Orcaella	brevirostris	190000.00	14.00	12300.00	15.50	45000.00	-999.00	360	1.00	-999.00	"1,2,11"
+Cetacea	Delphinidae	Orcinus	orca	4300000.00	14.89	159333.33	15.50	-999.00	138.22	1080	1.00	0.21	"1,2,11,26"
+Cetacea	Delphinidae	Peponocephala	electra	206000.00	12.00	-999.00	-999.00	-999.00	141.00	564	-999.00	-999.00	"1,2,11"
+Cetacea	Delphinidae	Pseudorca	crassidens	1360000.00	14.92	-999.00	16.50	-999.00	114.73	750	-999.00	0.14	"1,2,23,26"
+Cetacea	Delphinidae	Sotalia	fluviatilis	46666.67	10.70	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Cetacea	Delphinidae	Stenella	coeruleoalba	122950.00	12.10	11300.00	14.83	-999.00	94.65	684	1.50	0.31	"1,2,11,23"
+Cetacea	Delphinidae	Stenella	longirostris	70333.33	10.40	-999.00	18.00	-999.00	61.96	-999	1.00	0.33	"1,2,11,23,26"
+Cetacea	Delphinidae	Stenella	attenuata	68700.00	11.40	-999.00	17.95	-999.00	93.73	552	1.00	0.35	"1,2,11,16,23,26"
+Cetacea	Delphinidae	Steno	bredanensis	122500.00	-999.00	-999.00	-999.00	-999.00	120.00	384	-999.00	-999.00	2
+Cetacea	Delphinidae	Tursiops	truncatus	173333.33	12.12	18920.00	18.94	-999.00	97.41	588	1.00	0.50	"1,2,23,26,29"
+Cetacea	Eschrichtiidae	Eschrichtius	robustus	25066666.67	12.36	529666.67	6.10	-999.00	79.28	840	1.00	0.50	"1,2,23,26,29"
+Cetacea	Monodontidae	Delphinapterus	leucas	665000.00	13.44	71400.00	22.60	-999.00	56.21	360	1.02	0.33	"1,2,23,26"
+Cetacea	Monodontidae	Monodon	monoceros	900000.00	14.83	80000.00	17.00	-999.00	72.00	600	1.00	0.33	"1,2,26"
+Cetacea	Neobalaenidae	Caperea	marginata	3200000.00	10.00	-999.00	5.50	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Cetacea	Phocoenidae	Neophocaena	phocaenoides	32500.00	10.50	7066.67	10.50	24500.00	68.67	276	1.00	0.50	"1,2,23"
+Cetacea	Phocoenidae	Phocoena	sinus	45000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Cetacea	Phocoenidae	Phocoena	phocoena	53183.33	9.66	6775.00	8.50	-999.00	34.71	156	1.00	-999.00	"1,2,11,23,26,29"
+Cetacea	Phocoenidae	Phocoenoides	dalli	101666.67	9.98	-999.00	11.43	-999.00	65.62	264	1.00	0.71	"1,2,11,23,26"
+Cetacea	Physeteridae	Kogia	simus	190233.33	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,11"
+Cetacea	Physeteridae	Kogia	breviceps	363000.00	11.00	82000.00	-999.00	-999.00	-999.00	-999	1.00	1.00	"1,2"
+Cetacea	Physeteridae	Physeter	catodon	15400000.00	15.80	942666.67	18.40	-999.00	103.36	924	1.00	0.17	"1,2,23,26,29"
+Cetacea	Platanistidae	Inia	geoffrensis	96500.00	9.83	6800.00	-999.00	-999.00	-999.00	360	1.00	-999.00	"1,2"
+Cetacea	Platanistidae	Lipotes	vexillifer	83500.00	10.50	-999.00	-999.00	-999.00	96.00	288	1.00	0.50	"1,2"
+Cetacea	Platanistidae	Platanista	minor	-999.00	10.25	7000.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	1
+Cetacea	Platanistidae	Platanista	gangetica	21000.00	10.00	-999.00	12.00	-999.00	80.95	240	1.00	-999.00	"2,13,16,23"
+Cetacea	Platanistidae	Pontoporia	blainvillei	40333.33	10.92	7900.00	10.50	-999.00	28.03	192	1.00	0.50	"1,2,23"
+Cetacea	Ziphiidae	Berardius	arnuxii	-999.00	10.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	1
+Cetacea	Ziphiidae	Berardius	bairdii	8200000.00	14.67	-999.00	-999.00	-999.00	124.29	1008	-999.00	-999.00	"1,2,23,26"
+Cetacea	Ziphiidae	Hyperoodon	ampullatus	5266666.67	12.00	-999.00	12.00	-999.00	117.38	444	1.00	0.75	"1,2,16,23,26"
+Cetacea	Ziphiidae	Mesoplodon	carlhubbsi	1500000.00	12.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,2"
+Cetacea	Ziphiidae	Mesoplodon	densirostris	1050000.00	-999.00	-999.00	-999.00	-999.00	108.00	324	-999.00	-999.00	"1,2,16"
+Cetacea	Ziphiidae	Mesoplodon	bidens	3400000.00	12.00	-999.00	12.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Cetacea	Ziphiidae	Ziphius	cavirostris	2952500.00	12.00	-999.00	-999.00	-999.00	-999.00	432	1.00	-999.00	"1,2"
+Dermoptera	Cynocephalidae	Cynocephalus	variegatus	1000.00	2.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	1
+Dermoptera	Cynocephalidae	Cynocephalus	volans	-999.00	3.50	35.90	6.34	-999.00	-999.00	210	1.00	-999.00	"1,2"
+Hyracoidea	Procaviidae	Dendrohyrax	arboreus	2950.00	7.59	-999.00	5.00	-999.00	-999.00	147	1.35	-999.00	"1,2,18,25"
+Hyracoidea	Procaviidae	Dendrohyrax	dorsalis	3116.67	7.00	236.00	-999.00	-999.00	13.33	-999	1.50	-999.00	"1,11,23"
+Hyracoidea	Procaviidae	Heterohyrax	brucei	2456.67	7.57	225.00	3.00	-999.00	16.00	-999	1.94	-999.00	"1,16,25"
+Hyracoidea	Procaviidae	Procavia	capensis	3600.00	7.44	232.18	2.81	500.00	22.18	132	2.38	-999.00	"1,2,11,23,29"
+Insectivora	Chrysochloridae	Amblysomus	hottentotus	64.80	-999.00	4.50	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,12"
+Insectivora	Chrysochloridae	Chrysochloris	stuhlmanni	39.80	-999.00	-999.00	2.50	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Insectivora	Chrysochloridae	Chrysochloris	asiatica	42.00	-999.00	-999.00	2.50	-999.00	-999.00	-999	2.75	-999.00	"12,13"
+Insectivora	Chrysochloridae	Chrysospalax	villosus	104.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	12
+Insectivora	Chrysochloridae	Eremitalpa	granti	23.20	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	12
+Insectivora	Erinaceidae	Atelerix	algirus	745.00	1.30	-999.00	1.33	-999.00	-999.00	-999	5.00	-999.00	12
+Insectivora	Erinaceidae	Atelerix	albiventris	334.00	1.24	7.92	1.45	-999.00	2.77	-999	3.81	1.00	"1,12"
+Insectivora	Erinaceidae	Atelerix	frontalis	309.00	1.22	10.49	1.17	-999.00	12.00	-999	5.40	1.50	"1,12"
+Insectivora	Erinaceidae	Echinosorex	gymnura	956.50	1.25	14.50	-999.00	-999.00	-999.00	55	1.80	2.00	"1,2,12,29"
+Insectivora	Erinaceidae	Erinaceus	concolor	719.00	-999.00	22.00	-999.00	-999.00	7.00	49	4.50	-999.00	"1,12"
+Insectivora	Erinaceidae	Erinaceus	europaeus	771.00	1.20	15.70	1.37	203.00	10.80	96	4.64	1.58	"1,2,8,13,29"
+Insectivora	Erinaceidae	Hemiechinus	micropus	171.00	1.24	8.50	2.00	-999.00	10.00	-999	3.13	1.00	"1,2,12,13,29"
+Insectivora	Erinaceidae	Hemiechinus	hypomelas	292.00	-999.00	-999.00	2.00	-999.00	-999.00	86	3.20	1.00	"1,2,13,16"
+Insectivora	Erinaceidae	Hemiechinus	aethiopicus	358.00	-999.00	8.50	1.64	-999.00	-999.00	-999	3.75	1.00	"1,2,12"
+Insectivora	Erinaceidae	Hemiechinus	auritus	342.00	1.26	10.14	1.17	-999.00	7.00	-999	4.05	1.00	"1,2,12"
+Insectivora	Erinaceidae	Hylomys	suillus	64.00	1.08	-999.00	-999.00	-999.00	-999.00	-999	2.43	2.00	"1,12"
+Insectivora	Solenodontidae	Solenodon	cubanus	1000.00	-999.00	-999.00	-999.00	-999.00	-999.00	78	1.50	-999.00	"1,2"
+Insectivora	Solenodontidae	Solenodon	paradoxus	900.00	2.80	53.75	2.50	-999.00	-999.00	136	1.86	2.00	"1,2,12,29"
+Insectivora	Soricidae	Blarina	carolinensis	9.25	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	26
+Insectivora	Soricidae	Blarina	hylophaga	14.50	0.75	-999.00	1.00	14.50	-999.00	24	6.50	1.50	26
+Insectivora	Soricidae	Blarina	brevicauda	21.63	0.66	0.97	0.72	-999.00	2.21	33	5.73	3.00	"1,2,12,13,23,26,29"
+Insectivora	Soricidae	Crocidura	fuliginosa	12.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,12"
+Insectivora	Soricidae	Crocidura	turba	15.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,18"
+Insectivora	Soricidae	Crocidura	canariensis	7.50	1.00	0.80	-999.00	-999.00	-999.00	-999	2.10	-999.00	12
+Insectivora	Soricidae	Crocidura	fuscomurina	5.00	-999.00	0.82	0.57	3.20	-999.00	-999	2.80	-999.00	"1,12,29"
+Insectivora	Soricidae	Crocidura	planiceps	2.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,16"
+Insectivora	Soricidae	Crocidura	crossei	7.20	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,16"
+Insectivora	Soricidae	Crocidura	mariquensis	9.70	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	12
+Insectivora	Soricidae	Crocidura	viaria	17.10	-999.00	1.40	0.67	13.70	-999.00	-999	3.50	-999.00	"1,12"
+Insectivora	Soricidae	Crocidura	flavescens	22.00	0.84	2.26	-999.00	20.70	-999.00	-999	3.50	-999.00	"1,16"
+Insectivora	Soricidae	Crocidura	leucodon	9.91	0.99	0.88	0.70	-999.00	4.98	36	4.72	-999.00	"1,12,13,23,29"
+Insectivora	Soricidae	Crocidura	hirta	13.67	0.60	1.00	0.59	10.00	-999.00	-999	3.45	2.00	"1,12,25,29"
+Insectivora	Soricidae	Crocidura	russula	11.63	0.97	0.88	0.84	7.70	4.34	38	4.88	3.50	"1,12,13,29"
+Insectivora	Soricidae	Crocidura	suaveolens	7.70	0.93	0.63	0.83	4.00	5.75	48	5.61	3.50	"1,12,13,29"
+Insectivora	Soricidae	Cryptotis	parva	6.20	0.67	0.34	0.69	3.85	1.63	31	5.13	-999.00	"1,2,7,11,12,23,26,29"
+Insectivora	Soricidae	Diplomesodon	pulchellum	10.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	"1,2"
+Insectivora	Soricidae	Myosorex	varius	11.00	-999.00	1.00	0.70	-999.00	-999.00	16	2.95	-999.00	"1,12"
+Insectivora	Soricidae	Myosorex	cafer	13.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	12
+Insectivora	Soricidae	Myosorex	geata	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	1
+Insectivora	Soricidae	Neomys	anomalus	16.00	0.75	0.58	0.97	-999.00	5.25	24	5.53	-999.00	"1,12,13"
+Insectivora	Soricidae	Neomys	fodiens	14.32	0.73	0.78	1.20	10.00	5.25	37	5.51	1.80	"1,2,12,13,29"
+Insectivora	Soricidae	Notiosorex	crawfordi	4.15	-999.00	0.41	1.42	3.60	-999.00	-999	3.83	2.00	"1,2,11,12,13,14,26"
+Insectivora	Soricidae	Sorex	mirabilis	-999.00	-999.00	-999.00	-999.00	-999.00	11.00	-999	-999.00	-999.00	1
+Insectivora	Soricidae	Sorex	dispar	4.90	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	26
+Insectivora	Soricidae	Sorex	pacificus	6.71	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.24	-999.00	"6,11"
+Insectivora	Soricidae	Sorex	bairdii	8.34	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.80	-999.00	6
+Insectivora	Soricidae	Sorex	bendirii	15.88	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	"6,11"
+Insectivora	Soricidae	Sorex	coronatus	9.60	0.77	0.58	1.00	8.60	-999.00	20	5.05	-999.00	"1,12"
+Insectivora	Soricidae	Sorex	merriami	4.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.00	-999.00	6
+Insectivora	Soricidae	Sorex	cinereus	4.26	0.64	0.28	0.75	3.50	5.05	21	6.22	-999.00	"1,12,13,23,26,29"
+Insectivora	Soricidae	Sorex	arcticus	8.20	-999.00	-999.00	-999.00	-999.00	12.00	18	6.57	-999.00	"11,13,26"
+Insectivora	Soricidae	Sorex	ornatus	5.57	0.70	0.50	-999.00	-999.00	12.00	18	5.00	1.00	"1,11,26"
+Insectivora	Soricidae	Sorex	hoyi	4.37	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.28	1.00	"12,26,29"
+Insectivora	Soricidae	Sorex	monticolus	6.00	-999.00	-999.00	0.70	-999.00	12.00	18	5.68	1.33	"1,6,11,12,26"
+Insectivora	Soricidae	Sorex	trowbridgii	4.44	-999.00	-999.00	-999.00	-999.00	-999.00	18	4.40	1.50	"6,13,26"
+Insectivora	Soricidae	Sorex	minutus	7.25	0.77	0.25	0.84	-999.00	9.92	24	5.77	1.50	"1,12,13,23,29"
+Insectivora	Soricidae	Sorex	haydeni	3.00	0.68	-999.00	0.84	-999.00	-999.00	-999	7.00	1.50	"1,26"
+Insectivora	Soricidae	Sorex	araneus	8.98	0.69	0.47	0.85	8.50	10.71	24	6.03	1.90	"1,12,13,23,29"
+Insectivora	Soricidae	Sorex	longirostris	3.68	-999.00	-999.00	0.88	-999.00	-999.00	14	5.75	2.00	"1,11,26"
+Insectivora	Soricidae	Sorex	nanus	2.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.50	2.00	"1,11"
+Insectivora	Soricidae	Sorex	fumeus	8.20	0.55	-999.00	-999.00	4.00	10.00	17	5.00	2.50	"1,11,13,26"
+Insectivora	Soricidae	Sorex	vagrans	5.58	0.67	0.42	0.70	5.50	-999.00	18	5.25	2.50	"1,6,12,13,26,29"
+Insectivora	Soricidae	Sorex	palustris	12.47	0.75	-999.00	-999.00	-999.00	3.00	18	5.70	2.50	"6,11,13,26"
+Insectivora	Soricidae	Suncus	murinus	45.87	1.05	2.60	0.65	19.08	1.54	30	2.96	-999.00	"1,2,7,12,13,23,29"
+Insectivora	Soricidae	Suncus	varilla	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.30	-999.00	1
+Insectivora	Soricidae	Suncus	etruscus	2.10	0.93	0.21	0.66	2.09	7.50	32	3.91	-999.00	"1,12,13,29"
+Insectivora	Soricidae	Surdisorex	norae	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	1
+Insectivora	Soricidae	Surdisorex	polulus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	1
+Insectivora	Soricidae	Sylvisorex	granti	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	1
+Insectivora	Talpidae	Condylura	cristata	55.33	-999.00	-999.00	0.79	30.00	10.00	-999	4.42	1.00	"1,11,12,13,26"
+Insectivora	Talpidae	Desmana	moschata	383.00	1.54	-999.00	1.17	-999.00	1.30	-999	3.86	2.00	"1,2,12"
+Insectivora	Talpidae	Galemys	pyrenaicus	61.30	1.00	-999.00	-999.00	-999.00	24.00	48	3.75	2.00	"1,2,12,13"
+Insectivora	Talpidae	Neurotrichus	gibbsii	10.00	-999.00	0.67	-999.00	-999.00	-999.00	-999	2.63	-999.00	"2,6,12"
+Insectivora	Talpidae	Parascalops	breweri	50.18	1.21	10.10	0.98	34.77	10.50	60	4.38	1.00	"1,11,12,13,26,29"
+Insectivora	Talpidae	Scalopus	aquaticus	74.60	1.35	5.36	1.17	-999.00	10.27	36	3.61	1.00	"1,2,12,13,26,29"
+Insectivora	Talpidae	Scapanus	townsendii	118.80	1.17	5.00	1.00	65.00	10.00	-999	2.86	1.00	"1,6,11,13,29"
+Insectivora	Talpidae	Scapanus	orarius	76.90	1.00	-999.00	1.00	-999.00	10.00	-999	3.25	1.00	"1,6,11,13,23,26"
+Insectivora	Talpidae	Scapanus	latimanus	52.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.58	1.00	"1,11,12,26"
+Insectivora	Talpidae	Talpa	altaica	85.00	-999.00	3.50	1.03	-999.00	-999.00	-999	4.35	0.82	"1,8"
+Insectivora	Talpidae	Talpa	europaea	133.30	1.06	3.38	1.25	44.20	10.41	72	4.09	1.15	"1,2,12,13,23"
+Insectivora	Talpidae	Urotrichus	talpoides	19.50	-999.00	-999.00	1.00	-999.00	12.00	-999	3.53	1.50	"1,12"
+Insectivora	Tenrecidae	Echinops	telfairi	180.00	1.90	7.74	0.94	50.00	8.32	156	5.01	1.00	"1,2,6,7,12,13,23,29"
+Insectivora	Tenrecidae	Geogale	aurita	6.70	2.06	0.70	1.21	-999.00	-999.00	25	3.90	2.00	"2,12"
+Insectivora	Tenrecidae	Hemicentetes	semispinosus	149.60	1.79	8.18	0.67	-999.00	1.44	32	5.02	2.00	"1,2,12,13,23,29"
+Insectivora	Tenrecidae	Limnogale	mergulus	79.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	1.00	12
+Insectivora	Tenrecidae	Microgale	dobsoni	37.80	2.06	3.95	0.94	-999.00	22.00	67	1.99	-999.00	"1,2,12,29"
+Insectivora	Tenrecidae	Microgale	talazaci	48.10	2.03	3.65	0.97	-999.00	21.50	70	2.25	-999.00	"1,2,12,29"
+Insectivora	Tenrecidae	Micropotamogale	lamottei	69.60	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	12
+Insectivora	Tenrecidae	Potamogale	velox	761.70	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.63	2.00	"1,2,12"
+Insectivora	Tenrecidae	Setifer	setosus	259.45	1.89	24.85	0.75	-999.00	6.48	127	3.04	1.00	"1,2,12,23,29"
+Insectivora	Tenrecidae	Tenrec	ecaudatus	884.00	2.01	21.38	1.11	225.00	6.33	76	13.89	1.50	"1,2,12,13,23,29"
+Lagomorpha	Leporidae	Brachylagus	idahoensis	421.33	0.89	-999.00	-999.00	-999.00	8.42	-999	6.00	2.50	"1,2,11,28"
+Lagomorpha	Leporidae	Bunolagus	monticularis	1250.00	-999.00	45.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Lagomorpha	Leporidae	Caprolagus	hispidus	2500.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.50	"1,2"
+Lagomorpha	Leporidae	Lepus	nigricollis	2099.50	1.30	-999.00	-999.00	-999.00	5.92	-999	1.42	-999.00	"1,16,23,27,28"
+Lagomorpha	Leporidae	Lepus	callotis	1820.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.20	-999.00	11
+Lagomorpha	Leporidae	Lepus	insularis	-999.00	1.40	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	13
+Lagomorpha	Leporidae	Lepus	tolai	2110.00	1.53	110.00	-999.00	-999.00	12.20	-999	3.80	-999.00	28
+Lagomorpha	Leporidae	Lepus	othus	4506.33	1.53	102.50	1.83	2042.00	12.20	-999	6.30	1.00	"11,28"
+Lagomorpha	Leporidae	Lepus	arcticus	3766.00	1.72	105.00	2.13	-999.00	11.56	-999	5.03	1.80	"2,11,23,28"
+Lagomorpha	Leporidae	Lepus	timidus	3030.43	1.65	107.93	0.76	491.99	8.73	216	3.96	2.07	"1,2,7,11,28,29"
+Lagomorpha	Leporidae	Lepus	americanus	1489.25	1.22	61.03	0.66	362.00	10.12	-999	3.28	2.60	"1,2,6,7,23,29"
+Lagomorpha	Leporidae	Lepus	townsendii	3035.50	1.29	94.32	0.88	737.00	10.95	96	4.32	2.76	"1,6,11,13,28"
+Lagomorpha	Leporidae	Lepus	capensis	2358.00	1.42	118.40	1.08	943.33	7.48	-999	2.58	3.28	"1,16,23"
+Lagomorpha	Leporidae	Lepus	alleni	3759.67	1.50	118.10	1.75	3000.00	24.00	-999	2.21	3.50	"1,11,14,28"
+Lagomorpha	Leporidae	Lepus	californicus	2317.00	1.43	84.34	1.34	1300.00	8.00	81	2.93	3.73	"1,2,7,14,23,28,29"
+Lagomorpha	Leporidae	Lepus	europaeus	3673.33	1.42	119.67	0.94	390.00	7.77	89	2.82	3.75	"2,7,8,13,28,29"
+Lagomorpha	Leporidae	Lepus	saxatilis	2686.00	1.38	98.00	-999.00	-999.00	-999.00	-999	1.58	3.90	"1,16"
+Lagomorpha	Leporidae	Oryctolagus	cuniculus	1558.25	1.02	39.61	0.85	214.00	5.13	120	5.54	4.33	"1,2,8,13,23,28,29"
+Lagomorpha	Leporidae	Poelagus	marjorita	2500.00	1.25	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,2"
+Lagomorpha	Leporidae	Pronolagus	randensis	2470.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.10	-999.00	"2,16"
+Lagomorpha	Leporidae	Pronolagus	crassicaudatus	1945.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"2,16"
+Lagomorpha	Leporidae	Pronolagus	rupestris	1700.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Lagomorpha	Leporidae	Romerolagus	diazi	494.50	1.27	30.62	0.86	102.60	6.33	-999	2.18	-999.00	"1,2,28"
+Lagomorpha	Leporidae	Sylvilagus	brasiliensis	950.00	1.19	-999.00	0.88	-999.00	4.17	-999	3.20	4.50	"1,2,3,16"
+Lagomorpha	Leporidae 	Sylvilagus	palustris	1233.00	1.11	-999.00	-999.00	-999.00	7.21	-999	2.34	-999.00	"1,2,11,16,27,28"
+Lagomorpha	Leporidae 	Sylvilagus	transitionalis	902.60	0.93	30.00	0.53	-999.00	3.96	-999	4.75	2.50	"1,11,27,28"
+Lagomorpha	Leporidae 	Sylvilagus	aquaticus	2120.67	1.26	57.67	0.47	160.00	6.53	-999	3.14	3.23	"1,7,11,28,29"
+Lagomorpha	Leporidae 	Sylvilagus	bachmani	707.67	0.90	28.17	0.63	-999.00	5.07	-999	3.64	3.25	"1,2,11,27,28"
+Lagomorpha	Leporidae 	Sylvilagus	nuttallii	759.96	0.97	-999.00	1.13	-999.00	3.97	-999	3.63	3.50	"1,6,11,28"
+Lagomorpha	Leporidae 	Sylvilagus	floridanus	1269.00	0.90	34.33	0.80	118.50	4.06	108	5.13	3.89	"1,2,3,7,8,11,23,28"
+Lagomorpha	Leporidae 	Sylvilagus	audubonii	909.38	0.94	34.50	0.92	-999.00	5.39	-999	2.97	5.00	"1,11,23,27,28"
+Lagomorpha	Ochotonidae	Ochotona	macrotis	167.00	-999.00	-999.00	-999.00	-999.00	12.00	-999	3.52	-999.00	"1,16"
+Lagomorpha	Ochotonidae	Ochotona	curzoniae	-999.00	0.75	11.20	-999.00	-999.00	-999.00	-999	3.93	-999.00	1
+Lagomorpha	Ochotonidae	Ochotona	collaris	129.00	1.00	-999.00	-999.00	-999.00	12.00	72	4.00	1.50	"1,13,18,26"
+Lagomorpha	Ochotonidae	Ochotona	roylei	115.00	-999.00	7.00	0.70	-999.00	0.74	-999	3.00	1.75	"1,2,16"
+Lagomorpha	Ochotonidae	Ochotona	dauurica	128.00	-999.00	-999.00	-999.00	-999.00	0.70	-999	6.50	2.00	"1,2,16"
+Lagomorpha	Ochotonidae	Ochotona	alpina	-999.00	1.00	7.87	0.70	-999.00	0.92	-999	3.78	2.11	1
+Lagomorpha	Ochotonidae	Ochotona	princeps	140.20	1.00	10.67	0.91	81.12	11.42	84	2.90	2.17	"1,2,7,8,23,28"
+Lagomorpha	Ochotonidae	Ochotona	rutila	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.50	1
+Lagomorpha	Ochotonidae	Ochotona	pallasi	-999.00	0.83	7.00	0.70	-999.00	0.92	-999	5.60	2.67	"1,2"
+Lagomorpha	Ochotonidae	Ochotona	pusilla	-999.00	0.74	7.00	0.72	-999.00	1.02	-999	8.41	2.78	"1,2"
+Lagomorpha	Ochotonidae	Ochotona	rufescens	250.00	0.86	11.40	0.65	72.30	1.71	-999	5.75	3.33	"1,2,7,23"
+Macroscelidea	Macroscelididae	Elephantulus	rupestris	60.00	1.87	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Macroscelidea	Macroscelididae	Elephantulus	fuscus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	1
+Macroscelidea	Macroscelididae	Elephantulus	intufi	51.95	1.70	10.00	1.25	-999.00	11.00	105	1.60	-999.00	"1,2,16"
+Macroscelidea	Macroscelididae	Elephantulus	myurus	51.94	1.80	8.10	1.00	-999.00	2.26	-999	1.91	-999.00	"1,2,13,16,23,25"
+Macroscelidea	Macroscelididae	Elephantulus	rozeti	48.00	2.50	-999.00	-999.00	-999.00	-999.00	36	2.50	2.00	"2,13,16"
+Macroscelidea	Macroscelididae	Elephantulus	rufescens	58.00	1.93	10.73	0.77	28.99	2.40	72	1.42	5.25	"1,2,11,13,29"
+Macroscelidea	Macroscelididae	Elephantulus	brachyrhynchus	44.33	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.75	5.50	"1,2,16,29"
+Macroscelidea	Macroscelididae	Macroscelides	proboscideus	40.00	2.14	7.00	0.62	-999.00	1.45	-999	1.60	-999.00	"1,2,13,29"
+Macroscelidea	Macroscelididae	Petrodromus	tetradactylus	220.00	-999.00	31.00	-999.00	-999.00	-999.00	-999	1.17	-999.00	"1,2,29"
+Macroscelidea	Macroscelididae	Rhynchocyon	chrysopygus	540.00	1.40	80.00	0.49	180.00	1.25	60	1.00	4.50	"1,2,13,29"
+Perissodactyla	Equidae	Equus	asinus	250000.00	11.97	29166.67	-999.00	-999.00	22.80	564	1.00	-999.00	"1,2,17,29"
+Perissodactyla	Equidae	Equus	kiang	275000.00	9.83	-999.00	-999.00	-999.00	-999.00	319	-999.00	0.50	"1,2"
+Perissodactyla	Equidae	Equus	grevyi	384000.00	13.32	40000.00	9.17	-999.00	48.00	345	1.00	0.50	"1,2,11"
+Perissodactyla	Equidae	Equus	zebra	296000.00	12.02	30000.00	10.00	-999.00	40.33	354	1.00	0.60	"1,2,11,17,23"
+Perissodactyla	Equidae	Equus	burchellii	257000.00	12.16	32292.00	10.76	174500.00	25.73	480	1.00	0.64	"1,2,8,23,29"
+Perissodactyla	Equidae	Equus	hemionus	230000.00	11.44	-999.00	12.50	-999.00	27.75	274	1.00	0.67	"1,2,17,29"
+Perissodactyla	Rhinocerotidae	Ceratotherium	simum	2233333.33	15.87	51166.67	12.00	-999.00	66.57	600	1.00	0.42	"1,2,11,23"
+Perissodactyla	Rhinocerotidae	Dicerorhinus	sumatrensis	1266666.67	7.75	23000.00	16.50	-999.00	90.00	392	1.00	0.29	"1,2,11,17"
+Perissodactyla	Rhinocerotidae	Diceros	bicornis	927766.67	16.12	34166.67	19.92	-999.00	59.51	550	1.00	0.39	"1,2,11,17,23,29"
+Perissodactyla	Rhinocerotidae	Rhinoceros	unicornis	1602333.33	16.44	58204.55	15.00	885812.33	72.85	564	1.00	0.30	"1,2,11"
+Perissodactyla	Rhinocerotidae	Rhinoceros	sondaicus	1750000.00	16.50	-999.00	18.00	-999.00	42.00	252	1.00	0.32	"2,17"
+Perissodactyla	Tapiridae	Tapirus	pinchaque	148950.00	13.09	4270.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,18"
+Perissodactyla	Tapiridae	Tapirus	terrestris	200000.00	13.18	5417.50	9.50	86260.00	23.00	420	1.00	-999.00	"1,2,11,17,29"
+Perissodactyla	Tapiridae	Tapirus	indicus	296250.00	12.76	7100.00	6.37	-999.00	46.00	-999	1.00	0.50	"1,2,16,29"
+Perissodactyla	Tapiridae	Tapirus	bairdii	300000.00	13.17	9400.00	-999.00	-999.00	-999.00	-999	1.00	0.71	"3,16,17,29"
+Pholidota	Manidae	Manis	gigantea	33000.00	-999.00	500.00	-999.00	6000.00	-999.00	-999	-999.00	-999.00	"1,18"
+Pholidota	Manidae	Manis	javanica	5150.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Pholidota	Manidae	Manis	pentadactyla	2350.00	-999.00	92.50	2.87	-999.00	-999.00	-999	1.00	-999.00	"1,11"
+Pholidota	Manidae	Manis	tricuspis	1480.00	4.00	120.00	4.83	675.00	24.00	-999	1.00	-999.00	"1,16,29"
+Pholidota	Manidae	Manis	crassicaudata	3900.00	2.25	331.75	-999.00	-999.00	-999.00	240	1.00	-999.00	"1,2,11"
+Pholidota	Manidae	Manis	tetradactyla	2750.00	-999.00	-999.00	-999.00	400.00	-999.00	-999	1.05	-999.00	"1,16"
+Pholidota	Manidae	Manis	temminckii	7230.00	4.63	338.00	1.17	948.70	-999.00	-999	1.00	1.00	"1,11"
+Primates	Callitrichidae	Callimico	goeldii	558.33	5.18	49.07	2.07	215.00	17.33	215	1.00	1.17	"1,2,3,22,23,24,29"
+Primates	Callitrichidae	Callithrix	humeralifer	343.33	-999.00	34.50	3.50	-999.00	-999.00	-999	-999.00	-999.00	"1,18,22,24"
+Primates	Callitrichidae	Callithrix	argentata	357.25	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.87	-999.00	"1,16"
+Primates	Callitrichidae	Callithrix	pygmaea	116.83	4.60	16.16	3.00	70.00	20.55	216	1.98	-999.00	"1,2,11,22,23,24"
+Primates	Callitrichidae	Callithrix	penicillata	307.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	24
+Primates	Callitrichidae	Callithrix	flaviceps	406.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	24
+Primates	Callitrichidae	Callithrix	jacchus	309.00	4.90	27.12	5.42	97.00	16.33	144	2.24	2.00	"1,2,16,22,23,24"
+Primates	Callitrichidae	Leontopithecus	rosalia	558.00	4.35	55.07	4.30	165.00	25.01	338	1.95	1.75	"1,2,16,22,23,24,29"
+Primates	Callitrichidae	Saguinus	leucopus	490.00	-999.00	44.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	24
+Primates	Callitrichidae	Saguinus	imperator	445.80	-999.00	35.00	-999.00	-999.00	-999.00	240	-999.00	-999.00	"1,2,13,16,24"
+Primates	Callitrichidae	Saguinus	bicolor	465.00	5.33	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,13,18"
+Primates	Callitrichidae	Saguinus	nigricollis	411.00	-999.00	43.70	2.70	175.00	27.96	-999	1.66	-999.00	"1,16,22,24"
+Primates	Callitrichidae	Saguinus	mystax	526.13	5.00	46.90	5.62	-999.00	-999.00	-999	1.89	-999.00	"1,16,24"
+Primates	Callitrichidae	Saguinus	geoffroyi	499.33	4.67	46.03	1.83	-999.00	18.00	-999	1.97	-999.00	"1,2,13,18,22,24"
+Primates	Callitrichidae	Saguinus	fuscicollis	370.00	4.91	39.60	3.00	-999.00	20.37	288	1.80	1.00	"1,2,13,16,22,24"
+Primates	Callitrichidae	Saguinus	oedipus	401.00	5.84	40.22	7.79	102.50	25.33	300	1.92	1.00	"1,16,22,23,24,29"
+Primates	Callitrichidae	Saguinus	labiatus	501.33	4.83	42.33	7.46	-999.00	-999.00	-999	1.91	1.20	"1,13,16,24"
+Primates	Callitrichidae	Saguinus	midas	466.75	4.60	40.00	2.34	-999.00	21.06	156	1.80	1.36	"1,13,16,22,23,24,29"
+Primates	Cebidae	Alouatta	pigra	11600.00	6.23	480.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,24"
+Primates	Cebidae	Alouatta	seniculus	5555.29	6.37	295.00	12.30	-999.00	54.96	-999	1.20	-999.00	"1,16,22,24"
+Primates	Cebidae	Alouatta	palliata	5659.14	6.22	368.75	14.22	1100.00	42.30	240	1.00	0.60	"1,2,16,22,23,24"
+Primates	Cebidae	Alouatta	caraya	5353.00	6.23	187.50	6.42	-999.00	41.51	-999	1.00	0.98	"1,2,4,22,24"
+Primates	Cebidae	Aotus	trivirgatus	833.56	4.67	91.18	3.14	360.00	29.46	324	1.12	-999.00	"1,2,16,22,23,24"
+Primates	Cebidae	Aotus	lemurinus	874.00	4.43	98.00	2.50	-999.00	-999.00	-999	1.00	1.00	24
+Primates	Cebidae	Aotus	azarai	1230.00	-999.00	-999.00	7.70	-999.00	-999.00	-999	1.00	1.00	24
+Primates	Cebidae	Ateles	belzebuth	5400.00	4.63	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16,22"
+Primates	Cebidae	Ateles	geoffroyi	6265.80	7.39	447.50	23.47	2000.00	72.34	576	1.00	0.32	"1,2,16,22,24,29"
+Primates	Cebidae	Ateles	paniscus	7758.80	7.39	461.67	26.15	3790.00	54.73	-999	1.00	0.50	"1,13,16,22,24"
+Primates	Cebidae	Ateles	fusciceps	7761.80	7.47	235.00	12.90	-999.00	56.28	240	1.00	0.50	"1,18,22,23,24,29"
+Primates	Cebidae	Brachyteles	arachnoides	11142.50	7.76	-999.00	21.75	-999.00	90.00	-999	1.00	0.34	"2,22,24"
+Primates	Cebidae	Cacajao	calvus	4092.00	6.00	-999.00	21.14	-999.00	32.90	372	1.00	0.50	"1,2,18,22,24"
+Primates	Cebidae	Callicebus	torquatus	1050.00	-999.00	-999.00	5.00	-999.00	48.80	-999	1.00	-999.00	"1,13,16,22,23"
+Primates	Cebidae	Callicebus	cupreus	1120.00	4.33	74.00	6.77	-999.00	-999.00	-999	1.00	0.93	24
+Primates	Cebidae	Callicebus	moloch	850.00	5.49	72.20	3.50	-999.00	36.00	300	1.17	1.00	"1,2,4,11,22,24"
+Primates	Cebidae	Cebus	olivaceus	2410.00	-999.00	-999.00	24.33	-999.00	72.00	-999	1.00	-999.00	"22,24"
+Primates	Cebidae	Cebus	capucinus	2602.57	5.70	237.25	17.12	1350.00	48.00	660	1.00	0.46	"1,2,16,22,23,24,29"
+Primates	Cebidae	Cebus	apella	2528.50	5.33	225.42	10.09	1000.00	57.56	540	1.00	0.55	"1,2,3,16,22,23,24"
+Primates	Cebidae	Cebus	albifrons	2539.07	5.17	232.42	8.15	-999.00	45.66	480	1.00	0.67	"1,13,16,22,24"
+Primates	Cebidae	Chiropotes	albinasus	2900.00	5.00	-999.00	-999.00	-999.00	48.00	-999	1.00	-999.00	"1,13,18"
+Primates	Cebidae	Chiropotes	satanas	2750.00	5.00	-999.00	-999.00	-999.00	48.00	216	1.00	-999.00	"2,3,16,22"
+Primates	Cebidae	Lagothrix	lagotricha	6076.25	8.35	213.96	11.57	-999.00	81.49	311	1.00	0.50	"1,2,3,16,22,24,29"
+Primates	Cebidae	Pithecia	monachus	1926.67	-999.00	120.67	-999.00	-999.00	-999.00	168	1.00	-999.00	"13,16,24"
+Primates	Cebidae	Pithecia	pithecia	1377.20	5.32	-999.00	4.00	-999.00	25.48	420	1.00	-999.00	"1,2,3,16,22,24,29"
+Primates	Cebidae	Saimiri	oerstedi	580.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cebidae	Saimiri	sciureus	607.80	5.71	113.25	6.40	410.50	38.71	252	1.00	1.33	"1,3,13,16,22,23,24"
+Primates	Cercopithecidae	Allenopithecus	nigroviridis	3301.67	-999.00	221.00	2.50	-999.00	-999.00	276	1.00	-999.00	"1,2,24"
+Primates	Cercopithecidae	Cercocebus	galeritus	5425.75	5.85	-999.00	12.00	2170.00	74.54	228	1.00	-999.00	"1,16,22,23,24"
+Primates	Cercopithecidae	Cercocebus	torquatus	7036.67	5.61	-999.00	-999.00	-999.00	57.60	246	1.00	-999.00	"1,2,16,22,23,24"
+Primates	Cercopithecidae	Cercopithecus	wolfi	2870.00	-999.00	435.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,24"
+Primates	Cercopithecidae	Cercopithecus	lhoesti	4700.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Cercopithecus	mona	3833.33	-999.00	283.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,22,24"
+Primates	Cercopithecidae	Cercopithecus	nictitans	4225.33	5.67	406.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"22,24"
+Primates	Cercopithecidae	Cercopithecus	erythrotis	-999.00	-999.00	-999.00	16.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Cercopithecus	cephus	2866.25	5.67	339.00	-999.00	-999.00	60.00	-999	1.00	-999.00	"1,16,22,24"
+Primates	Cercopithecidae	Cercopithecus	pogonias	2973.67	5.67	339.00	-999.00	-999.00	60.00	-999	1.00	-999.00	"22,24"
+Primates	Cercopithecidae	Cercopithecus	ascanius	3392.60	5.00	371.00	6.00	-999.00	60.00	-999	1.00	-999.00	"1,2,22,24"
+Primates	Cercopithecidae	Cercopithecus	campbelli	3150.00	6.00	-999.00	12.00	-999.00	-999.00	351	1.00	-999.00	"2,16,22"
+Primates	Cercopithecidae	Cercopithecus	mitis	5685.71	4.50	391.65	10.37	-999.00	60.62	-999	1.00	0.50	"1,2,13,22,23,24"
+Primates	Cercopithecidae	Cercopithecus	solatus	3920.00	-999.00	-999.00	-999.00	-999.00	57.00	-999	1.00	0.67	24
+Primates	Cercopithecidae	Cercopithecus	neglectus	4670.17	5.75	305.00	13.00	1640.00	50.80	-999	1.00	1.00	"1,2,13,22,23,24"
+Primates	Cercopithecidae	Cercopithecus	diana	4216.50	-999.00	463.00	12.00	-999.00	64.50	418	1.00	1.00	"22,24"
+Primates	Cercopithecidae	Chlorocebus	aethiops	3732.64	5.62	337.79	6.99	1036.50	47.37	372	1.00	1.00	"1,16,22,23,24"
+Primates	Cercopithecidae	Colobus	angolensis	9000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Colobus	satanas	9500.00	6.50	-999.00	16.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Colobus	polykomos	8508.00	6.26	573.40	8.87	1240.00	79.79	312	1.00	0.55	"1,2,13,16,22,23,24"
+Primates	Cercopithecidae	Colobus	guereza	9725.17	5.67	497.00	12.38	1600.00	53.40	288	1.00	0.59	"1,2,13,16,22,24"
+Primates	Cercopithecidae	Erythrocebus	patas	5883.40	5.56	546.50	5.33	1950.00	32.84	287	1.00	0.97	"1,2,22,23,24"
+Primates	Cercopithecidae	Lophocebus	albigena	6725.80	5.97	462.50	7.67	2170.00	57.58	392	1.00	0.36	"1,2,22,23,24,25"
+Primates	Cercopithecidae	Macaca	thibetana	10036.67	5.67	533.33	18.80	2400.00	-999.00	-999	1.00	0.50	"1,16,24"
+Primates	Cercopithecidae	Macaca	fuscata	8857.50	5.72	504.96	12.06	1767.50	55.02	-999	1.33	0.50	"1,16,22,23,24"
+Primates	Cercopithecidae	Macaca	maura	5575.00	5.43	389.50	16.67	-999.00	60.00	-999	1.00	0.55	"22,24"
+Primates	Cercopithecidae	Macaca	sylvanus	9752.60	5.49	450.00	7.00	2420.00	49.81	-999	1.50	0.55	"1,2,16,22,23,24"
+Primates	Cercopithecidae	Macaca	arctoides	7307.67	6.00	486.20	11.20	2300.00	47.76	-999	1.00	0.61	"1,2,16,24"
+Primates	Cercopithecidae	Macaca	nigra	6211.67	5.78	457.67	7.00	-999.00	63.21	216	1.00	0.67	"1,16,22,23,24"
+Primates	Cercopithecidae	Macaca	sinica	3495.00	-999.00	446.00	13.03	-999.00	54.00	420	1.00	0.69	"1,2,8,22,24"
+Primates	Cercopithecidae	Macaca	silenus	4875.00	5.94	418.00	12.00	-999.00	53.16	-999	1.00	0.70	"1,2,16,22,23,24"
+Primates	Cercopithecidae	Macaca	mulatta	5413.40	5.47	476.20	9.47	1454.00	41.08	259	1.00	0.75	"1,2,16,22,23,24"
+Primates	Cercopithecidae	Macaca	cyclopis	6316.67	5.40	401.00	6.87	-999.00	-999.00	-999	1.00	0.80	"1,16,24"
+Primates	Cercopithecidae	Macaca	nemestrina	6133.10	5.71	476.24	10.66	1416.50	43.64	316	1.00	0.85	"1,2,13,16,22,23,24"
+Primates	Cercopithecidae	Macaca	fascicularis	3456.29	5.49	407.82	9.58	990.33	43.56	445	1.00	0.93	"1,2,16,22,23,24"
+Primates	Cercopithecidae	Macaca	radiata	3735.00	5.43	391.33	10.72	2000.00	45.35	-999	1.00	1.00	"1,16,22,24"
+Primates	Cercopithecidae	Mandrillus	leucophaeus	9087.50	6.19	772.00	16.00	-999.00	56.85	343	1.00	-999.00	"1,2,22,24"
+Primates	Cercopithecidae	Mandrillus	sphinx	11916.67	6.02	751.50	11.64	3000.00	48.21	349	1.07	0.83	"1,2,22,24"
+Primates	Cercopithecidae	Miopithecus	talapoin	1093.33	5.40	187.50	5.43	450.00	53.13	332	1.00	1.00	"1,2,22,23,24"
+Primates	Cercopithecidae	Nasalis	larvatus	9462.60	5.53	452.00	7.62	2000.00	54.00	276	1.00	0.67	"1,2,22,24"
+Primates	Cercopithecidae	Papio	hamadryas	14028.57	5.94	836.97	8.59	3950.00	55.17	540	1.00	0.80	"1,2,22,23"
+Primates	Cercopithecidae	Presbytis	comata	6200.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,22"
+Primates	Cercopithecidae	Presbytis	rubicunda	6300.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Presbytis	potenziani	6400.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Presbytis	melalophos	6600.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Procolobus	verus	3600.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Procolobus	badius	6163.50	5.63	-999.00	21.88	-999.00	48.96	-999	1.00	-999.00	"1,2,13,22,24"
+Primates	Cercopithecidae	Pygathrix	bieti	9960.00	-999.00	427.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	24
+Primates	Cercopithecidae	Pygathrix	nemaeus	8310.00	6.25	463.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"22,24"
+Primates	Cercopithecidae	Semnopithecus	entellus	11253.33	6.30	500.00	11.48	2100.00	40.64	300	1.14	0.67	"1,2,13,22,23,24"
+Primates	Cercopithecidae	Theropithecus	gelada	12242.33	5.81	464.50	15.40	3900.00	46.30	360	1.00	0.50	"1,2,22,23,24,25"
+Primates	Cercopithecidae	Trachypithecus	francoisi	7325.00	-999.00	457.00	13.10	-999.00	48.00	-999	-999.00	-999.00	24
+Primates	Cercopithecidae	Trachypithecus	geei	8100.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Trachypithecus	johnii	12000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Cercopithecidae	Trachypithecus	cristatus	6572.00	-999.00	-999.00	12.00	-999.00	48.00	-999	1.00	-999.00	"22,24"
+Primates	Cercopithecidae	Trachypithecus	vetulus	7081.75	6.95	432.33	8.23	1100.00	42.00	-999	1.00	0.37	"1,2,16,22,24"
+Primates	Cercopithecidae	Trachypithecus	obscurus	6426.00	4.92	329.83	12.00	-999.00	48.00	-999	1.00	0.50	"1,2,16,22,24"
+Primates	Cercopithecidae	Trachypithecus	phayrei	8400.00	5.50	-999.00	10.17	-999.00	-999.00	-999	1.00	0.80	24
+Primates	Cheirogaleidae	Cheirogaleus	major	394.20	2.35	18.04	1.55	-999.00	-999.00	106	2.25	-999.00	"1,16,22,24"
+Primates	Cheirogaleidae	Cheirogaleus	medius	170.60	2.16	16.33	2.03	-999.00	13.77	230	2.14	1.00	"1,2,16,22,24"
+Primates	Cheirogaleidae	Microcebus	rufus	69.00	-999.00	6.50	1.33	-999.00	-999.00	-999	2.50	-999.00	"1,2"
+Primates	Cheirogaleidae	Microcebus	coquereli	306.67	2.95	14.50	4.54	-999.00	18.20	183	1.70	1.00	"1,2,22,24"
+Primates	Cheirogaleidae	Microcebus	murinus	71.00	1.84	5.78	1.30	-999.00	12.90	186	2.41	1.00	"1,2,22,23,24,29"
+Primates	Cheirogaleidae	Phaner	furcifer	400.00	-999.00	-999.00	-999.00	-999.00	-999.00	144	1.00	-999.00	"1,2"
+Primates	Daubentoniidae	Daubentonia	madagascariensis	2610.33	5.53	123.00	7.71	1535.00	39.00	279	1.00	1.04	"1,2,13,22,24"
+Primates	Galagonidae	Euoticus	elegantulus	280.00	4.50	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	22
+Primates	Galagonidae	Galago	alleni	289.20	4.47	24.00	-999.00	-999.00	10.11	-999	1.15	-999.00	"1,2,13,22,24"
+Primates	Galagonidae	Galago	moholi	180.00	4.10	12.10	3.07	95.00	10.62	-999	1.00	2.00	"1,2,24"
+Primates	Galagonidae	Galago	senegalensis	171.38	4.23	14.05	2.93	116.67	11.33	226	1.59	2.00	"1,2,16,22,23,24,25,29"
+Primates	Galagonidae	Galagoides	demidoff	66.00	3.12	10.58	1.50	-999.00	13.88	168	1.57	1.00	"1,2,13,22,24,29"
+Primates	Galagonidae	Galagoides	zanzibaricus	144.00	4.10	14.55	-999.00	-999.00	10.67	198	1.32	2.00	"1,2,24"
+Primates	Galagonidae	Otolemur	crassicaudatus	1143.33	4.41	51.21	4.53	500.00	22.16	216	1.57	1.00	"1,2,16,22,23,24,29"
+Primates	Galagonidae	Otolemur	garnettii	731.33	4.40	49.00	-999.00	-999.00	19.48	216	1.00	1.36	"2,24"
+Primates	Hominidae	Gorilla	gorilla	101386.11	8.47	2077.50	27.44	12595.00	89.33	472	1.01	0.26	"1,2,22,23,24,29"
+Primates	Hominidae	Pan	troglodytes	37618.18	7.36	1669.92	36.54	8500.00	131.87	726	1.10	0.20	"1,2,8,22,23,24,25"
+Primates	Hominidae	Pan	paniscus	32733.33	7.75	1411.20	20.87	8500.00	108.00	-999	1.00	0.22	"1,2,24"
+Primates	Hominidae	Pongo	pygmaeus	37115.60	8.67	1671.93	36.79	11000.00	110.12	672	1.21	0.22	"1,2,11,22,23,24"
+Primates	Hylobatidae	Hylobates	moloch	6048.40	7.50	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16,22,24"
+Primates	Hylobatidae	Hylobates	klossii	5900.00	7.00	-999.00	11.00	-999.00	-999.00	-999	1.00	-999.00	22
+Primates	Hylobatidae	Hylobates	hoolock	6500.00	-999.00	-999.00	23.30	-999.00	84.00	-999	1.00	-999.00	"1,22"
+Primates	Hylobatidae	Hylobates	concolor	6389.67	6.84	-999.00	-999.00	-999.00	100.50	-999	1.00	-999.00	"1,22,24"
+Primates	Hylobatidae	Hylobates	agilis	5666.67	-999.00	-999.00	-999.00	-999.00	-999.00	528	1.00	-999.00	"2,16,22"
+Primates	Hylobatidae	Hylobates	syndactylus	9554.67	7.74	527.33	21.10	-999.00	89.40	300	1.17	0.36	"1,2,13,16,22,23,24"
+Primates	Hylobatidae	Hylobates	lar	5050.56	7.08	325.71	19.73	1070.00	103.27	378	1.00	0.45	"1,2,16,22,23,24,29"
+Primates	Indridae	Avahi	laniger	1094.43	4.50	-999.00	5.33	-999.00	30.96	-999	1.00	1.00	"1,2,13,22,24"
+Primates	Indridae	Indri	indri	7918.00	4.85	300.00	10.41	-999.00	96.00	-999	1.00	0.40	"1,2,11,22,24"
+Primates	Indridae	Propithecus	tattersalli	3545.00	-999.00	98.00	5.10	-999.00	54.00	-999	-999.00	-999.00	24
+Primates	Indridae	Propithecus	diadema	6260.00	5.93	135.00	9.10	-999.00	51.06	-999	-999.00	0.48	24
+Primates	Indridae	Propithecus	verreauxi	3657.13	4.70	77.64	6.04	-999.00	39.62	280	1.17	1.00	"1,2,16,22,23,24"
+Primates	Lemuridae	Eulemur	rubriventer	1765.33	4.28	85.50	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,16,24"
+Primates	Lemuridae	Eulemur	macaco	2171.83	4.37	74.67	5.17	-999.00	26.14	325	1.06	1.00	"1,2,16,22,24"
+Primates	Lemuridae	Eulemur	mongoz	1666.20	4.29	58.93	5.07	-999.00	26.17	-999	1.21	1.00	"1,2,16,22,24"
+Primates	Lemuridae	Eulemur	coronatus	1389.25	4.12	59.00	-999.00	-999.00	20.00	-999	1.32	1.00	"1,21,24"
+Primates	Lemuridae	Eulemur	fulvus	2426.29	4.02	78.40	5.03	-999.00	22.59	432	1.08	2.00	"1,2,22,23,24,29"
+Primates	Lemuridae	Hapalemur	aureus	1390.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	24
+Primates	Lemuridae	Hapalemur	griseus	1202.71	4.73	44.80	4.84	-999.00	28.93	204	1.20	1.09	"1,2,16,22,23,24"
+Primates	Lemuridae	Lemur	catta	2466.67	4.43	72.14	4.79	-999.00	24.75	396	1.11	0.93	"1,2,22,23,24"
+Primates	Lemuridae	Varecia	variegata	3431.43	3.34	91.99	3.67	2893.00	24.28	396	2.23	1.00	"1,2,22,23,24"
+Primates	Loridae	Arctocebus	calabarensis	314.14	4.46	29.69	3.69	160.00	10.36	156	1.00	1.50	"1,2,22,23,24,29"
+Primates	Loridae	Loris	tardigradus	237.00	5.56	12.34	5.92	139.00	13.37	185	1.37	1.50	"1,2,13,22,24"
+Primates	Loridae	Nycticebus	pygmaeus	307.00	6.17	21.50	-999.00	-999.00	-999.00	-999	2.00	-999.00	24
+Primates	Loridae	Nycticebus	coucang	966.20	6.34	49.94	5.82	520.00	23.42	174	1.07	1.00	"1,2,22,24,29"
+Primates	Loridae	Perodicticus	potto	1083.50	6.44	40.51	4.34	-999.00	18.74	312	1.03	1.00	"1,2,22,23,24,29"
+Primates	Megaladapidae	Lepilemur	leucopus	700.00	-999.00	-999.00	-999.00	-999.00	11.20	-999	-999.00	-999.00	23
+Primates	Megaladapidae	Lepilemur	ruficaudatus	779.00	-999.00	-999.00	4.00	-999.00	19.56	-999	-999.00	-999.00	24
+Primates	Megaladapidae	Lepilemur	mustelinus	713.00	4.38	37.17	2.81	-999.00	20.84	144	1.00	1.00	"1,13,16,22,24"
+Primates	Tarsiidae	Tarsius	pumilis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	24
+Primates	Tarsiidae	Tarsius	dianae	107.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	24
+Primates	Tarsiidae	Tarsius	syrichta	112.00	5.98	25.62	2.73	-999.00	-999.00	161	1.00	-999.00	"1,2,16,22,24,29"
+Primates	Tarsiidae	Tarsius	bancanus	101.20	5.93	25.42	2.02	-999.00	30.24	-999	1.00	1.49	"1,2,16,24"
+Primates	Tarsiidae	Tarsius	spectrum	179.60	5.62	25.70	2.27	-999.00	13.38	144	1.00	2.38	"1,16,22,23,24"
+Proboscidea	Elephantidae	Elephas	maximus	3178000.00	21.12	100038.90	18.00	-999.00	126.53	960	1.00	0.23	"1,2,23,29"
+Proboscidea	Elephantidae	Loxodonta	africana	3507000.00	21.46	99006.25	39.35	600000.00	147.51	840	1.02	0.21	"1,2,8,9,23,29"
+Rodentia	Abrocomidae	Abrocoma	cinerea	250.00	3.78	12.25	-999.00	-999.00	-999.00	-999	1.80	-999.00	"1,2,4,16,29"
+Rodentia	Abrocomidae	Abrocoma	bennetti	307.00	-999.00	-999.00	-999.00	-999.00	-999.00	28	3.00	2.00	"1,2"
+Rodentia	Agoutidae	Agouti	paca	9000.00	3.77	682.40	2.41	-999.00	10.50	192	1.26	1.50	"1,2,4,11,29"
+Rodentia	Anomaluridae	Anomalurus	beecrofti	389.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Rodentia	Anomaluridae	Anomalurus	derbianus	770.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.17	2.00	"1,2"
+Rodentia	Anomaluridae	Anomalurus	pelii	1650.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	2.00	"1,2,13"
+Rodentia	Anomaluridae	Idiurus	zenkeri	15.75	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Rodentia	Aplodontidae	Aplodontia	rufa	687.00	0.98	23.58	1.75	392.52	23.45	72	3.14	1.00	"1,2,6,23"
+Rodentia	Bathyergidae	Bathyergus	suillus	635.00	2.26	34.00	0.70	-999.00	-999.00	-999	3.13	1.50	"1,2,27"
+Rodentia	Bathyergidae	Bathyergus	janetta	332.00	-999.00	15.40	0.93	-999.00	-999.00	-999	3.50	1.50	"1,2"
+Rodentia	Bathyergidae	Cryptomys	damarensis	144.00	3.05	9.00	2.73	-999.00	2.43	-999	2.50	1.00	2
+Rodentia	Bathyergidae	Cryptomys	hottentotus	132.50	2.67	8.63	1.50	26.05	14.78	115	2.86	1.50	"1,2"
+Rodentia	Bathyergidae	Cryptomys	ochraceocinereus	200.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	"1,2"
+Rodentia	Bathyergidae	Georychus	capensis	181.00	1.47	8.40	0.57	36.00	10.00	36	5.95	2.00	"1,2"
+Rodentia	Bathyergidae	Heliophobius	argenteocinereus	160.00	2.90	7.00	-999.00	-999.00	-999.00	-999	2.60	1.25	"1,2"
+Rodentia	Bathyergidae	Heterocephalus	glaber	35.00	2.23	1.88	1.17	11.00	7.50	192	8.95	3.50	"1,2"
+Rodentia	Capromyidae	Capromys	pilorides	4683.33	4.25	209.50	3.30	-999.00	8.38	136	2.08	-999.00	"1,2,23,29"
+Rodentia	Capromyidae	Geocapromys	ingrahami	660.00	3.85	78.00	-999.00	250.00	-999.00	-999	1.00	-999.00	"1,16,29"
+Rodentia	Capromyidae	Geocapromys	brownii	1500.00	3.23	-999.00	-999.00	-999.00	12.00	118	1.80	2.00	"1,2,11"
+Rodentia	Capromyidae	Mysateles	melanurus	-999.00	6.63	-999.00	6.63	-999.00	-999.00	-999	1.75	-999.00	1
+Rodentia	Capromyidae	Mysateles	prehensilis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	1
+Rodentia	Capromyidae	Plagiodontia	aedium	1267.00	4.50	105.85	-999.00	-999.00	-999.00	119	1.22	-999.00	"1,2,29"
+Rodentia	Castoridae	Castor	fiber	19000.00	3.51	537.94	2.33	4200.00	31.22	420	3.16	-999.00	"1,13,16"
+Rodentia	Castoridae	Castor	canadensis	19606.67	3.76	455.43	1.85	-999.00	21.60	-999	3.56	1.00	"1,6,11,23,29"
+Rodentia	Caviidae	Cavia	tschudii	637.50	2.11	-999.00	-999.00	-999.00	2.03	-999	1.90	-999.00	"2,4,16,23"
+Rodentia	Caviidae	Cavia	aperea	341.00	2.07	59.66	0.56	171.05	2.44	-999	2.48	-999.00	"1,2,3,16,29"
+Rodentia	Caviidae	Cavia	porcellus	728.00	2.24	85.14	0.60	228.00	2.25	-999	4.30	-999.00	"1,2,16,29"
+Rodentia	Caviidae	Dolichotis	salinicola	1600.00	2.57	196.00	-999.00	-999.00	-999.00	-999	1.25	-999.00	"4,16,29"
+Rodentia	Caviidae	Dolichotis	patagonum	12500.00	2.81	561.94	2.13	-999.00	5.00	168	1.71	3.50	"1,2,29"
+Rodentia	Caviidae	Galea	spixii	326.00	1.78	-999.00	-999.00	-999.00	-999.00	55	2.40	-999.00	"1,2,18"
+Rodentia	Caviidae	Galea	musteloides	337.85	1.78	37.99	1.27	136.75	2.18	22	2.63	-999.00	"1,2,4,23,29"
+Rodentia	Caviidae	Kerodon	rupestris	950.00	2.53	80.33	-999.00	-999.00	3.12	132	1.57	-999.00	"1,2"
+Rodentia	Caviidae	Microcavia	australis	350.00	1.80	30.40	1.28	-999.00	3.19	-999	2.36	4.00	"1,2,4,23"
+Rodentia	Chinchillidae	Chinchilla	brevicaudata	500.00	4.27	-999.00	-999.00	-999.00	8.00	240	1.45	1.50	"1,2,16"
+Rodentia	Chinchillidae	Chinchilla	lanigera	642.50	3.70	39.27	1.78	-999.00	6.45	-999	1.62	2.00	"1,4,16,23,29"
+Rodentia	Chinchillidae	Lagidium	viscacia	600.00	4.39	260.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,16,29"
+Rodentia	Chinchillidae	Lagidium	peruanum	1270.00	4.04	180.00	1.94	-999.00	7.18	234	1.00	2.00	"1,2,4,18,23,29"
+Rodentia	Chinchillidae	Lagostomus	maximus	3250.00	5.14	196.00	1.78	652.25	7.40	113	2.05	1.75	"1,2,4,23"
+Rodentia	Ctenodactylidae	Ctenodactylus	vali	174.75	2.00	18.30	-999.00	-999.00	9.00	-999	2.00	-999.00	"1,2,23"
+Rodentia	Ctenodactylidae	Ctenodactylus	gundi	288.80	2.44	29.90	-999.00	-999.00	10.50	-999	1.85	1.00	"1,2"
+Rodentia	Ctenodactylidae	Massoutiera	mzabi	194.00	-999.00	20.50	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Rodentia	Ctenomyidae	Ctenomys	torquatus	275.00	3.53	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,16"
+Rodentia	Ctenomyidae	Ctenomys	haigi	164.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.60	-999.00	"4,18"
+Rodentia	Ctenomyidae	Ctenomys	peruanus	490.00	4.00	34.70	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,2,16"
+Rodentia	Ctenomyidae	Ctenomys	talarum	100.00	3.87	8.00	1.20	-999.00	8.07	-999	4.25	-999.00	"1,2,4,23,29"
+Rodentia	Ctenomyidae	Ctenomys	opimus	400.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	1.00	"1,2,16"
+Rodentia	Dasyproctidae	Dasyprocta	punctata	2675.00	2.80	22.70	-999.00	-999.00	16.00	-999	1.64	-999.00	"1,4,16"
+Rodentia	Dasyproctidae	Dasyprocta	cristata	2650.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,18"
+Rodentia	Dasyproctidae	Dasyprocta	leporina	3265.00	3.47	-999.00	-999.00	-999.00	6.36	213	2.10	-999.00	"1,2,16,23"
+Rodentia	Dasyproctidae	Myoprocta	acouchy	775.00	3.30	76.80	1.75	350.00	8.22	-999	1.75	-999.00	"1,16,23"
+Rodentia	Dinomyidae	Dinomys	branickii	12500.00	8.42	730.54	0.50	-999.00	-999.00	156	1.85	-999.00	"1,2,11,29"
+Rodentia	Dipodidae	Allactaga	tetradactyla	52.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	2
+Rodentia	Dipodidae	Allactaga	euphratica	35.90	-999.00	-999.00	-999.00	-999.00	-999.00	50	5.00	-999.00	"1,2,16"
+Rodentia	Dipodidae	Allactaga	sibirica	117.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	"1,2"
+Rodentia	Dipodidae	Allactaga	elater	58.67	-999.00	-999.00	1.09	-999.00	4.67	-999	4.55	2.00	"1,2,23"
+Rodentia	Dipodidae	Dipus	sagitta	87.00	0.92	-999.00	-999.00	-999.00	2.75	-999	3.38	2.00	"1,2,23"
+Rodentia	Dipodidae	Eremodipus	lichtensteini	51.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	"1,16"
+Rodentia	Dipodidae	Jaculus	orientalis	134.00	1.15	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,2,29"
+Rodentia	Dipodidae	Jaculus	jaculus	55.00	1.28	2.00	1.67	20.00	10.74	75	4.33	1.50	"1,2,7"
+Rodentia	Dipodidae	Jaculus	turcmenicus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.50	3.00	2
+Rodentia	Dipodidae	Napaeozapus	insignis	21.33	0.77	0.96	1.19	8.90	8.40	48	4.42	1.33	"1,2,11,23"
+Rodentia	Dipodidae	Pygeretmus	platyurus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.00	-999.00	1
+Rodentia	Dipodidae	Pygeretmus	pumilio	52.33	0.92	-999.00	-999.00	-999.00	5.18	-999	3.00	2.00	"1,2,23"
+Rodentia	Dipodidae	Salpingotus	crassicauda	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.57	2.00	1
+Rodentia	Dipodidae	Sicista	napaea	-999.00	0.69	-999.00	-999.00	-999.00	-999.00	-999	3.50	1.00	"1,2"
+Rodentia	Dipodidae	Sicista	betulina	8.00	0.97	-999.00	1.25	-999.00	11.61	40	4.86	1.00	"1,2,13,23,29"
+Rodentia	Dipodidae	Stylodipus	telum	55.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	1.00	"1,2"
+Rodentia	Dipodidae	Zapus	princeps	28.75	0.60	0.80	0.98	-999.00	-999.00	48	4.89	0.90	"1,2,6,8,26"
+Rodentia	Dipodidae	Zapus	trinotatus	24.00	0.69	0.81	1.00	-999.00	12.00	-999	5.50	1.00	"1,6,8,11"
+Rodentia	Dipodidae	Zapus	hudsonius	18.25	0.63	0.82	0.92	7.80	1.59	60	5.17	2.07	"1,2,8,13,23"
+Rodentia	Echimyidae	Echimys	chrysurus	640.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"3,16"
+Rodentia	Echimyidae	Hoplomys	gymnurus	504.00	-999.00	24.30	-999.00	-999.00	-999.00	-999	2.10	-999.00	"1,2,3"
+Rodentia	Echimyidae	Kannabateomys	amblyonyx	460.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Rodentia	Echimyidae	Makalata	armata	276.00	-999.00	-999.00	-999.00	-999.00	-999.00	37	1.33	-999.00	"1,2"
+Rodentia	Echimyidae	Proechimys	cayennensis	356.50	2.10	24.70	0.94	-999.00	4.85	42	2.40	-999.00	"1,2,16,23"
+Rodentia	Echimyidae	Proechimys	semispinosus	500.00	2.01	23.00	0.70	-999.00	6.57	-999	2.67	4.04	"1,2,3,23,27,29"
+Rodentia	Echimyidae	Proechimys	guairae	350.00	2.09	21.63	0.73	-999.00	2.80	84	2.83	4.40	"1,2,16,23,29"
+Rodentia	Echimyidae	Thrichomys	apereoides	373.50	3.10	21.10	1.50	-999.00	5.85	-999	3.15	2.50	"1,2,4"
+Rodentia	Erethizontidae	Coendou	prehensilis	3900.00	6.67	407.90	3.13	-999.00	19.00	208	1.00	-999.00	"1,2,4,16"
+Rodentia	Erethizontidae	Erethizon	dorsatum	9000.00	6.78	678.20	1.28	936.84	24.74	120	1.00	1.00	"1,2,6,11,23,29"
+Rodentia	Erethizontidae	Sphiggurus	villosus	1750.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Rodentia	Erethizontidae	Sphiggurus	mexicanus	2000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,20"
+Rodentia	Geomyidae	Geomys	bursarius	176.67	0.88	5.51	1.11	22.50	3.93	86	3.39	1.00	"1,2,16,23"
+Rodentia	Geomyidae	Geomys	pinetis	142.50	0.93	5.80	1.00	45.00	5.87	-999	1.86	1.73	"1,2,7,11,23,26,29"
+Rodentia	Geomyidae	Geomys	personatus	397.00	-999.00	-999.00	-999.00	-999.00	-999.00	24	3.30	2.00	"2,11,18"
+Rodentia	Geomyidae	Geomys	arenarius	210.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	2.00	26
+Rodentia	Geomyidae	Orthogeomys	hispidus	650.00	-999.00	-999.00	-999.00	-999.00	2.77	-999	2.00	-999.00	"1,2,23"
+Rodentia	Geomyidae	Orthogeomys	cherriei	225.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	2.00	2
+Rodentia	Geomyidae	Pappogeomys	castanops	266.00	-999.00	6.07	-999.00	68.80	10.20	-999	2.00	-999.00	"1,11,23,26"
+Rodentia	Geomyidae	Thomomys	clusius	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.50	-999.00	1
+Rodentia	Geomyidae	Thomomys	monticola	80.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	1.00	"1,18"
+Rodentia	Geomyidae	Thomomys	umbrinus	100.00	-999.00	-999.00	-999.00	-999.00	7.97	-999	3.90	1.00	"1,2,14,16,23,26"
+Rodentia	Geomyidae	Thomomys	talpoides	91.40	0.87	3.12	1.32	-999.00	11.70	72	5.09	1.13	"1,2,6,11,23,26,27"
+Rodentia	Geomyidae	Thomomys	bulbivorus	359.90	-999.00	6.11	1.50	86.00	-999.00	-999	5.70	1.25	"1,6,11"
+Rodentia	Geomyidae	Thomomys	bottae	103.50	0.87	3.30	-999.00	-999.00	-999.00	-999	4.33	1.50	"1,2,16,29"
+Rodentia	Geomyidae	Thomomys	townsendii	233.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.67	2.00	"1,26"
+Rodentia	Heteromyidae	Chaetodipus	nelsoni	14.40	1.00	-999.00	-999.00	-999.00	-999.00	31	3.68	-999.00	"1,11"
+Rodentia	Heteromyidae	Chaetodipus	penicillatus	15.23	0.84	-999.00	0.75	-999.00	-999.00	-999	3.69	-999.00	"2,14,16,26"
+Rodentia	Heteromyidae	Chaetodipus	californicus	25.50	0.83	1.75	0.76	11.00	3.00	-999	4.00	-999.00	"1,7,26,29"
+Rodentia	Heteromyidae	Chaetodipus	intermedius	16.50	-999.00	-999.00	0.80	-999.00	-999.00	-999	4.50	-999.00	"1,2,16"
+Rodentia	Heteromyidae	Chaetodipus	fallax	18.70	0.84	-999.00	-999.00	-999.00	5.53	100	-999.00	1.00	"1,2,16"
+Rodentia	Heteromyidae	Chaetodipus	formosus	19.45	1.00	1.00	0.75	8.00	12.00	-999	5.53	1.00	"1,14,16"
+Rodentia	Heteromyidae	Chaetodipus	hispidus	35.25	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.90	1.75	"1,11,26"
+Rodentia	Heteromyidae	Dipodomys	elephantinus	85.00	1.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	26
+Rodentia	Heteromyidae	Dipodomys	nitratoides	35.50	1.13	3.18	0.89	20.00	2.90	-999	2.27	-999.00	"1,2,7,11,29"
+Rodentia	Heteromyidae	Dipodomys	panamintinus	72.40	0.99	4.50	0.93	-999.00	1.34	-999	3.50	-999.00	"1,11,29"
+Rodentia	Heteromyidae	Dipodomys	microps	55.16	1.04	4.00	0.75	21.00	-999.00	-999	2.40	1.00	"1,2,6,11"
+Rodentia	Heteromyidae	Dipodomys	agilis	60.57	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.55	1.00	"1,16,26"
+Rodentia	Heteromyidae	Dipodomys	stephensi	64.50	-999.00	4.40	0.67	27.67	-999.00	-999	2.62	1.50	"1,2,7,26"
+Rodentia	Heteromyidae	Dipodomys	venustus	82.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	1.50	26
+Rodentia	Heteromyidae	Dipodomys	merriami	40.00	0.91	2.92	0.67	17.60	3.35	-999	2.30	1.63	"1,2,7,14,23,29"
+Rodentia	Heteromyidae	Dipodomys	spectabilis	119.60	0.78	7.75	0.81	30.30	-999.00	-999	2.65	2.00	"1,2,11"
+Rodentia	Heteromyidae	Dipodomys	californicus	84.96	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.75	2.00	"1,6,26"
+Rodentia	Heteromyidae	Dipodomys	ingens	132.00	-999.00	-999.00	1.07	-999.00	-999.00	-999	2.75	2.00	"1,11,26"
+Rodentia	Heteromyidae	Dipodomys	heermanni	65.00	1.03	3.91	1.02	28.10	-999.00	-999	3.12	2.00	"1,2,7,11,23,26"
+Rodentia	Heteromyidae	Dipodomys	ordii	54.50	0.99	-999.00	1.13	-999.00	2.59	118	3.30	2.00	"1,2,11,23,27"
+Rodentia	Heteromyidae	Dipodomys	deserti	112.00	1.01	3.04	0.67	38.00	-999.00	108	3.29	2.42	"1,2,7,11,26"
+Rodentia	Heteromyidae	Heteromys	anomalus	70.00	-999.00	3.30	-999.00	-999.00	1.67	-999	2.00	-999.00	"1,3,16"
+Rodentia	Heteromyidae	Heteromys	oresterus	81.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,2,11"
+Rodentia	Heteromyidae	Heteromys	goldmani	85.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	3.50	"1,18"
+Rodentia	Heteromyidae	Heteromys	desmarestianus	77.00	0.92	3.00	-999.00	-999.00	7.61	-999	3.31	5.00	"1,2,3,16,23"
+Rodentia	Heteromyidae	Liomys	pictus	50.00	0.83	2.75	0.87	22.50	3.26	-999	3.50	-999.00	"1,7,29"
+Rodentia	Heteromyidae	Liomys	irroratus	42.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,2"
+Rodentia	Heteromyidae	Liomys	adspersus	65.00	-999.00	-999.00	-999.00	-999.00	6.33	18	3.20	1.44	"1,2,18"
+Rodentia	Heteromyidae	Liomys	salvini	41.00	0.92	1.90	-999.00	-999.00	2.15	-999	3.43	1.80	"1,11,16,23"
+Rodentia	Heteromyidae	Microdipodops	pallidus	13.55	-999.00	1.00	-999.00	-999.00	-999.00	-999	3.90	-999.00	"1,11,26"
+Rodentia	Heteromyidae	Microdipodops	megacephalus	13.45	-999.00	-999.00	-999.00	-999.00	-999.00	65	3.90	-999.00	11
+Rodentia	Heteromyidae	Perognathus	fasciatus	11.55	1.00	-999.00	-999.00	-999.00	-999.00	-999	4.50	1.00	"1,11,26"
+Rodentia	Heteromyidae	Perognathus	longimembris	9.00	0.77	0.78	0.66	4.75	4.96	100	4.33	1.33	"1,2,6,7,14,26"
+Rodentia	Heteromyidae	Perognathus	flavus	7.83	0.83	-999.00	1.00	-999.00	-999.00	60	4.43	1.33	"1,11,14,26"
+Rodentia	Heteromyidae	Perognathus	flavescens	9.00	0.85	-999.00	-999.00	-999.00	2.75	60	4.75	1.50	"1,11,26"
+Rodentia	Heteromyidae	Perognathus	parvus	20.10	0.80	1.50	0.75	-999.00	3.28	-999	4.77	1.60	"1,14,16,23,26,29"
+Rodentia	Heteromyidae	Perognathus	merriami	8.00	-999.00	-999.00	0.75	-999.00	-999.00	48	4.50	2.00	26
+Rodentia	Heteromyidae	Perognathus	inornatus	8.65	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.67	2.00	"1,11"
+Rodentia	Hydrochaeridae	Hydrochaeris	hydrochaeris	55000.00	8.82	1537.50	3.38	8299.00	15.10	144	3.48	1.25	"1,2,4,11,23,29"
+Rodentia	Hystricidae	Atherurus	macrourus	2000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.67	-999.00	"1,16"
+Rodentia	Hystricidae	Atherurus	africanus	3180.00	3.50	148.13	-999.00	-999.00	-999.00	275	1.50	2.50	"1,2,16,25,29"
+Rodentia	Hystricidae	Hystrix	pumila	2740.00	-999.00	-999.00	-999.00	-999.00	-999.00	114	-999.00	-999.00	"2,16"
+Rodentia	Hystricidae	Hystrix	brachyura	8000.00	4.00	445.00	-999.00	-999.00	-999.00	327	-999.00	-999.00	"1,2,16"
+Rodentia	Hystricidae	Hystrix	indica	14650.00	3.73	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Hystricidae	Hystrix	cristata	18333.33	2.50	1000.00	-999.00	-999.00	-999.00	-999	2.43	-999.00	"1,16,25,29"
+Rodentia	Hystricidae	Hystrix	africaeaustralis	15680.00	2.42	331.15	2.53	-999.00	15.20	-999	2.10	1.67	"1,2,16"
+Rodentia	Muridae	Acomys	percivali	-999.00	1.27	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	27
+Rodentia	Muridae	Acomys	russatus	54.43	1.13	7.00	-999.00	-999.00	3.00	60	2.50	-999.00	"1,11"
+Rodentia	Muridae	Acomys	wilsoni	20.00	1.27	-999.00	-999.00	10.00	-999.00	-999	-999.00	3.50	"1,16,27"
+Rodentia	Muridae	Acomys	cahirinus	45.25	1.23	5.77	0.81	12.58	2.02	60	2.47	3.50	"1,2,16,23,25"
+Rodentia	Muridae	Aethomys	hindei	107.00	0.82	-999.00	-999.00	-999.00	-999.00	-999	1.68	-999.00	"1,2,16"
+Rodentia	Muridae	Aethomys	kaiseri	198.00	0.90	6.10	0.87	47.57	-999.00	-999	2.80	-999.00	"1,16"
+Rodentia	Muridae	Aethomys	chrysophilus	78.55	0.83	4.45	0.98	31.00	3.77	-999	3.60	-999.00	"1,16,23"
+Rodentia	Muridae	Aethomys	namaquensis	47.56	-999.00	2.50	0.80	12.50	-999.00	-999	3.75	2.00	"1,16"
+Rodentia	Muridae	Akodon	varius	37.30	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	4
+Rodentia	Muridae	Akodon	cursor	39.70	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	4
+Rodentia	Muridae	Akodon	boliviensis	25.95	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	4
+Rodentia	Muridae	Akodon	molinae	33.00	0.77	3.00	0.87	-999.00	-999.00	-999	3.78	-999.00	"1,16"
+Rodentia	Muridae	Akodon	dolores	50.00	-999.00	3.00	-999.00	-999.00	-999.00	-999	3.90	-999.00	"1,18"
+Rodentia	Muridae	Akodon	azarae	27.33	0.79	2.20	0.49	-999.00	2.16	-999	4.05	1.00	"1,2,4,23"
+Rodentia	Muridae	Akodon	longipilis	37.55	-999.00	3.30	-999.00	-999.00	2.25	-999	3.70	2.50	"1,4"
+Rodentia	Muridae	Akodon	olivaceus	28.03	-999.00	-999.00	-999.00	-999.00	7.00	-999	5.50	2.50	"1,4"
+Rodentia	Muridae	Akodon	urichi	50.00	-999.00	-999.00	-999.00	-999.00	2.70	-999	5.00	3.60	"1,16"
+Rodentia	Muridae	Allocricetulus	eversmanni	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	1
+Rodentia	Muridae	Alticola	roylei	35.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.30	-999.00	"1,16"
+Rodentia	Muridae	Alticola	strelzowi	50.00	0.67	3.00	0.57	15.00	-999.00	-999	7.70	2.20	"1,2,11"
+Rodentia	Muridae	Alticola	argentatus	37.70	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.60	2.50	"2,11"
+Rodentia	Muridae	Apodemus	argenteus	-999.00	-999.00	-999.00	-999.00	-999.00	2.00	-999	4.12	-999.00	1
+Rodentia	Muridae	Apodemus	peninsulae	32.90	-999.00	2.00	-999.00	-999.00	-999.00	-999	4.67	-999.00	"1,16"
+Rodentia	Muridae	Apodemus	uralensis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.40	-999.00	1
+Rodentia	Muridae	Apodemus	mystacinus	45.60	0.77	3.00	0.88	-999.00	-999.00	-999	2.84	2.00	"1,13,16"
+Rodentia	Muridae	Apodemus	flavicollis	29.35	0.85	2.40	0.73	8.70	1.67	48	5.54	2.80	"1,8,13,23,29"
+Rodentia	Muridae	Apodemus	agrarius	21.50	0.71	1.90	0.88	-999.00	2.50	48	5.72	3.17	"1,13,16,29"
+Rodentia	Muridae	Apodemus	sylvaticus	23.38	0.77	1.50	0.68	-999.00	2.34	48	5.18	3.83	"1,13,16,23,29"
+Rodentia	Muridae	Arborimus	pomo	36.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	26
+Rodentia	Muridae	Arborimus	longicaudus	23.00	1.15	2.57	1.01	21.00	-999.00	-999	2.57	-999.00	"1,2,7,26"
+Rodentia	Muridae	Arborimus	albipes	23.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.80	-999.00	"1,2,18"
+Rodentia	Muridae	Arvicanthis	niloticus	64.50	0.73	4.15	0.75	21.67	1.82	-999	5.03	3.50	"1,16,25"
+Rodentia	Muridae	Arvicola	sapidus	187.50	0.73	6.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	13
+Rodentia	Muridae	Arvicola	terrestris	120.00	0.71	5.86	0.51	42.00	1.69	60	5.08	3.22	"1,2,7"
+Rodentia	Muridae	Auliscomys	micropus	72.60	-999.00	-999.00	-999.00	-999.00	2.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Baiomys	taylori	7.83	0.74	1.16	0.68	3.59	1.95	43	2.67	-999.00	"1,2,11,23,26,29"
+Rodentia	Muridae	Bandicota	indica	545.00	0.69	9.99	0.92	41.00	8.39	-999	7.44	-999.00	"1,2"
+Rodentia	Muridae	Bandicota	bengalensis	166.67	0.64	4.43	0.97	22.90	2.60	-999	7.96	5.90	"1,2,16,23"
+Rodentia	Muridae	Beamys	hindei	101.67	0.83	3.20	1.38	59.20	6.85	-999	4.26	-999.00	"1,2,23"
+Rodentia	Muridae	Bolomys	lasiurus	39.93	0.74	3.45	-999.00	-999.00	2.28	-999	4.17	-999.00	"1,2,16"
+Rodentia	Muridae	Calomys	lepidus	26.60	-999.00	2.05	-999.00	-999.00	-999.00	-999	4.15	-999.00	"1,16"
+Rodentia	Muridae	Calomys	laucha	34.00	0.83	-999.00	-999.00	-999.00	-999.00	-999	4.65	-999.00	"1,2"
+Rodentia	Muridae	Calomys	hummelincki	27.00	0.83	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	"3,18"
+Rodentia	Muridae	Calomys	callosus	41.00	0.73	2.34	0.58	14.25	1.72	-999	5.06	-999.00	"1,4,16"
+Rodentia	Muridae	Calomys	musculinus	17.60	0.74	-999.00	-999.00	-999.00	2.41	-999	5.40	-999.00	"1,2,16"
+Rodentia	Muridae	Calomyscus	bailwardi	20.40	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.33	1.00	"1,16"
+Rodentia	Muridae	Calomyscus	mystax	20.40	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	"1,16"
+Rodentia	Muridae	Cannomys	badius	650.00	1.38	7.00	2.00	-999.00	-999.00	39	1.75	-999.00	"1,2,29"
+Rodentia	Muridae	Chionomys	nivalis	54.00	0.69	3.70	0.75	-999.00	-999.00	-999	2.67	2.00	"1,2"
+Rodentia	Muridae	Chionomys	gud	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.50	1
+Rodentia	Muridae	Chiropodomys	gliroides	25.50	0.67	2.80	0.79	10.00	3.33	43	2.17	-999.00	"1,2,7,23"
+Rodentia	Muridae	Chiruromys	vates	43.40	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Rodentia	Muridae	Clethrionomys	gapperi	20.57	0.59	1.61	0.55	10.89	4.00	-999	5.04	2.71	"1,2,16,26"
+Rodentia	Muridae	Clethrionomys	rufocanus	29.50	-999.00	-999.00	-999.00	10.00	2.03	-999	4.13	2.84	"1,16,23"
+Rodentia	Muridae	Clethrionomys	glareolus	20.77	0.69	1.82	0.72	9.40	3.10	59	4.29	3.17	"1,2,7,8,13,23,29"
+Rodentia	Muridae	Clethrionomys	californicus	23.60	0.62	-999.00	-999.00	-999.00	-999.00	-999	3.30	3.30	"6,26"
+Rodentia	Muridae	Clethrionomys	rutilus	25.00	0.77	2.95	-999.00	-999.00	4.00	-999	7.00	3.80	"1,2,16,23,27"
+Rodentia	Muridae	Colomys	goslingi	58.50	-999.00	-999.00	-999.00	-999.00	-999.00	36	2.00	-999.00	"1,2,13"
+Rodentia	Muridae	Conilurus	penicillatus	144.00	1.16	-999.00	1.02	-999.00	-999.00	60	2.00	-999.00	"1,2,15"
+Rodentia	Muridae	Cremnomys	blanfordi	14.10	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,16"
+Rodentia	Muridae	Cremnomys	cutchicus	59.80	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.67	-999.00	"2,16"
+Rodentia	Muridae	Cricetomys	gambianus	1092.60	1.17	23.10	1.02	-999.00	5.32	-999	3.33	4.33	"1,16,23,25"
+Rodentia	Muridae	Cricetulus	barabensis	-999.00	-999.00	2.00	0.67	14.00	-999.00	-999	5.33	-999.00	1
+Rodentia	Muridae	Cricetulus	migratorius	30.80	0.49	-999.00	-999.00	-999.00	-999.00	-999	4.10	2.00	"1,13,16"
+Rodentia	Muridae	Cricetus	cricetus	506.67	0.71	5.05	0.83	105.05	3.34	48	7.73	2.00	"1,2,13,23"
+Rodentia	Muridae	Dasymys	incomtus	106.18	-999.00	-999.00	1.00	30.00	2.34	-999	2.50	-999.00	"1,16"
+Rodentia	Muridae	Dendromus	messorius	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	1
+Rodentia	Muridae	Dendromus	kahuziensis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	1
+Rodentia	Muridae	Dendromus	mystacalis	7.20	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.29	-999.00	"1,16"
+Rodentia	Muridae	Dendromus	mesomelas	10.60	-999.00	-999.00	-999.00	-999.00	-999.00	39	4.44	-999.00	"1,2,16"
+Rodentia	Muridae	Dendromus	melanotis	7.36	0.83	-999.00	-999.00	-999.00	-999.00	-999	4.56	-999.00	"1,16,25"
+Rodentia	Muridae	Dephomys	defua	45.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.75	-999.00	"1,2"
+Rodentia	Muridae	Desmodilliscus	braueri	10.00	0.96	0.90	-999.00	-999.00	-999.00	-999	2.53	-999.00	"1,2"
+Rodentia	Muridae	Desmodillus	auricularis	54.50	0.94	3.12	1.10	-999.00	-999.00	-999	3.29	-999.00	"1,2"
+Rodentia	Muridae	Dicrostonyx	unalascensis	-999.00	0.70	5.20	-999.00	-999.00	-999.00	-999	2.80	-999.00	1
+Rodentia	Muridae	Dicrostonyx	richardsoni	55.00	0.68	4.00	0.63	-999.00	3.00	24	3.50	-999.00	26
+Rodentia	Muridae	Dicrostonyx	hudsonius	57.00	0.67	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.50	"1,18"
+Rodentia	Muridae	Dicrostonyx	torquatus	85.00	0.60	2.97	1.00	25.50	3.00	45	4.07	2.00	"1,13"
+Rodentia	Muridae	Dicrostonyx	groenlandicus	55.05	0.71	4.35	0.53	23.00	1.32	-999	3.27	2.50	"1,2,16,23"
+Rodentia	Muridae	Dinaromys	bogdanovi	56.00	1.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	1.50	"1,2"
+Rodentia	Muridae	Eligmodontia	typus	21.40	-999.00	1.73	0.60	-999.00	1.75	-999	4.00	-999.00	"1,16"
+Rodentia	Muridae	Ellobius	fuscocapillus	80.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.67	-999.00	"1,13"
+Rodentia	Muridae	Ellobius	talpinus	38.00	0.87	-999.00	2.00	-999.00	3.15	-999	3.60	4.75	"1,16,23"
+Rodentia	Muridae	Eolagurus	luteus	26.00	-999.00	-999.00	-999.00	-999.00	0.97	-999	7.50	3.50	"1,23"
+Rodentia	Muridae	Gerbillurus	setzeri	38.60	0.70	2.30	0.85	20.15	-999.00	-999	3.00	-999.00	11
+Rodentia	Muridae	Gerbillurus	paeba	28.50	0.79	2.10	0.82	13.50	2.49	-999	3.63	-999.00	"1,2,11"
+Rodentia	Muridae	Gerbillurus	tytonis	24.00	-999.00	1.90	0.97	13.00	-999.00	-999	4.40	-999.00	"1,11"
+Rodentia	Muridae	Gerbillus	gleadowi	26.10	0.67	1.90	-999.00	-999.00	-999.00	-999	3.50	-999.00	"1,16"
+Rodentia	Muridae	Gerbillus	andersoni	22.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.90	-999.00	"1,16"
+Rodentia	Muridae	Gerbillus	henleyi	11.70	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,16"
+Rodentia	Muridae	Gerbillus	gerbillus	25.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.10	-999.00	"1,13"
+Rodentia	Muridae	Gerbillus	dasyurus	24.40	0.84	-999.00	-999.00	-999.00	-999.00	-999	4.40	-999.00	"1,16"
+Rodentia	Muridae	Gerbillus	perpallidus	-999.00	0.67	2.24	-999.00	17.23	-999.00	-999	4.46	-999.00	1
+Rodentia	Muridae	Gerbillus	simoni	-999.00	-999.00	-999.00	0.88	-999.00	3.06	-999	4.68	-999.00	1
+Rodentia	Muridae	Gerbillus	cheesmani	43.35	-999.00	-999.00	-999.00	-999.00	-999.00	-999	8.00	-999.00	"1,16"
+Rodentia	Muridae	Gerbillus	nanus	18.50	0.72	-999.00	-999.00	-999.00	-999.00	-999	5.00	3.00	"1,16,29"
+Rodentia	Muridae	Gerbillus	pyramidum	37.00	0.95	2.55	0.92	11.00	2.59	98	3.47	5.00	"1,2,16,29"
+Rodentia	Muridae	Golunda	ellioti	65.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	"1,2"
+Rodentia	Muridae	Grammomys	rutilans	53.00	0.83	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,18"
+Rodentia	Muridae	Grammomys	dolichurus	43.70	0.80	4.20	0.82	-999.00	2.40	53	2.74	-999.00	"1,2,16"
+Rodentia	Muridae	Grammomys	cometes	-999.00	-999.00	-999.00	0.75	-999.00	-999.00	-999	-999.00	3.00	1
+Rodentia	Muridae	Graomys	griseoflavus	66.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	7.05	-999.00	"1,2"
+Rodentia	Muridae	Hodomys	alleni	368.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Rodentia	Muridae	Holochilus	brasiliensis	155.00	0.94	5.00	0.75	-999.00	3.25	-999	3.00	-999.00	"1,2,16"
+Rodentia	Muridae	Hybomys	univittatus	51.80	1.00	4.40	-999.00	-999.00	2.93	-999	2.50	-999.00	"1,16,23,25"
+Rodentia	Muridae	Hydromys	chrysogaster	606.00	1.17	24.39	1.05	150.00	5.36	-999	3.80	2.12	"1,13,15,23"
+Rodentia	Muridae	Hylomyscus	alleni	20.00	0.97	1.50	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,16"
+Rodentia	Muridae	Hylomyscus	stella	16.70	0.97	1.49	-999.00	-999.00	1.27	-999	3.13	-999.00	"1,2,16"
+Rodentia	Muridae	Hyomys	goliath	882.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Rodentia	Muridae	Hyperacrius	fertilis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.50	1
+Rodentia	Muridae	Hyperacrius	wynnei	52.60	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.67	2.50	"2,16"
+Rodentia	Muridae	Hypogeomys	antimena	1250.00	4.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Rodentia	Muridae	Lagurus	lagurus	20.30	0.66	1.35	-999.00	5.75	1.24	-999	4.50	5.00	"1,16"
+Rodentia	Muridae	Lasiopodomys	brandtii	-999.00	-999.00	1.90	-999.00	-999.00	2.00	-999	6.00	2.67	1
+Rodentia	Muridae	Leggadina	lakedownensis	17.50	1.05	-999.00	1.00	-999.00	3.00	-999	3.00	-999.00	"1,2"
+Rodentia	Muridae	Leggadina	forresti	20.00	-999.00	-999.00	1.00	-999.00	3.00	-999	3.50	-999.00	"1,2"
+Rodentia	Muridae	Lemmiscus	curtatus	27.17	0.82	1.16	0.70	-999.00	1.89	-999	6.11	3.00	"1,2,6,11,23"
+Rodentia	Muridae	Lemmus	lemmus	51.67	0.68	3.92	0.50	-999.00	1.29	24	5.12	2.50	"1,13,16,23"
+Rodentia	Muridae	Lemmus	sibiricus	59.20	0.70	3.78	-999.00	27.00	1.86	-999	5.15	3.00	"1,16,26"
+Rodentia	Muridae	Lemniscomys	griselda	59.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.25	-999.00	"1,16"
+Rodentia	Muridae	Lemniscomys	striatus	42.30	0.83	1.70	1.00	15.00	5.51	30	4.54	2.00	"1,2,16,23,25"
+Rodentia	Muridae	Leporillus	conditor	332.50	1.24	-999.00	1.17	-999.00	7.47	-999	2.17	-999.00	"1,2,15,23"
+Rodentia	Muridae	Lophiomys	imhausi	755.00	-999.00	-999.00	1.33	-999.00	-999.00	90	2.00	-999.00	"1,2"
+Rodentia	Muridae	Lophuromys	woosnami	-999.00	1.07	9.50	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,2"
+Rodentia	Muridae	Lophuromys	luteogaster	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	1
+Rodentia	Muridae	Lophuromys	flavopunctatus	55.00	1.01	6.50	1.67	15.33	2.00	-999	2.31	-999.00	"1,2,16,25,27"
+Rodentia	Muridae	Lophuromys	sikapusi	44.50	1.00	7.50	0.40	13.61	-999.00	-999	3.50	-999.00	"1,16,27"
+Rodentia	Muridae	Macrotarsomys	bastardi	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.48	-999.00	"1,2"
+Rodentia	Muridae	Malacothrix	typica	12.33	0.88	1.20	1.07	-999.00	2.12	-999	4.10	-999.00	"1,2,23"
+Rodentia	Muridae	Mastomys	erythroleucus	37.77	0.70	-999.00	-999.00	22.50	4.50	-999	6.50	-999.00	"1,16"
+Rodentia	Muridae	Mastomys	natalensis	44.97	0.77	2.07	0.69	13.28	2.77	-999	14.18	2.00	"1,2,16,23,25"
+Rodentia	Muridae	Megadontomys	thomasi	111.00	-999.00	4.50	1.00	-999.00	-999.00	-999	2.70	-999.00	"1,16"
+Rodentia	Muridae	Melomys	levipes	81.60	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,16"
+Rodentia	Muridae	Melomys	rubex	45.90	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Muridae	Melomys	rufescens	57.40	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Muridae	Melomys	moncktoni	89.80	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Muridae	Melomys	leucogaster	96.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Muridae	Melomys	capensis	65.00	-999.00	6.50	-999.00	-999.00	-999.00	-999	2.00	-999.00	15
+Rodentia	Muridae	Melomys	burtoni	62.00	-999.00	-999.00	0.75	30.50	-999.00	-999	2.40	-999.00	"1,15"
+Rodentia	Muridae	Melomys	cervinipes	94.00	1.30	-999.00	1.08	17.50	6.42	-999	2.50	1.30	"1,15,23"
+Rodentia	Muridae	Meriones	persicus	100.00	0.84	5.00	0.64	-999.00	-999.00	-999	4.33	-999.00	"1,29"
+Rodentia	Muridae	Meriones	tristrami	105.00	0.85	3.00	-999.00	-999.00	-999.00	-999	4.60	-999.00	"1,13,16,29"
+Rodentia	Muridae	Meriones	libycus	77.00	0.84	5.33	1.00	45.00	3.00	-999	4.97	-999.00	"1,16,29"
+Rodentia	Muridae	Meriones	shawi	185.00	0.86	4.46	0.75	25.00	3.36	-999	5.41	-999.00	"1,16,29"
+Rodentia	Muridae	Meriones	vinogradovi	150.00	0.72	3.00	-999.00	-999.00	-999.00	-999	7.00	-999.00	"1,16"
+Rodentia	Muridae	Meriones	crassus	48.30	0.82	3.40	0.67	-999.00	3.00	67	3.83	2.00	"1,2,11,29"
+Rodentia	Muridae	Meriones	tamariscinus	-999.00	-999.00	3.03	0.56	15.75	-999.00	-999	4.21	2.00	1
+Rodentia	Muridae	Meriones	meridianus	53.00	0.77	-999.00	0.70	-999.00	-999.00	-999	5.56	3.00	"1,16"
+Rodentia	Muridae	Meriones	hurrianae	70.00	0.97	3.50	0.82	20.50	3.61	-999	4.46	3.50	"1,2,7,23"
+Rodentia	Muridae	Meriones	unguiculatus	53.20	0.84	2.90	0.87	14.95	2.64	24	4.89	3.84	"1,2,7,11,13,23,29"
+Rodentia	Muridae	Mesembriomys	macrurus	268.50	1.57	-999.00	1.63	-999.00	-999.00	-999	2.00	-999.00	"1,2,15"
+Rodentia	Muridae	Mesembriomys	gouldii	900.00	1.46	34.90	1.56	440.50	2.32	47	1.96	4.00	"1,2,7,23,29"
+Rodentia	Muridae	Mesocricetus	brandti	197.50	0.50	-999.00	-999.00	-999.00	1.17	-999	6.49	-999.00	"1,2"
+Rodentia	Muridae	Mesocricetus	raddei	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	1
+Rodentia	Muridae	Mesocricetus	auratus	105.00	0.54	2.31	0.74	22.93	1.54	36	8.59	3.75	"1,2,13,23,29"
+Rodentia	Muridae	Micromys	minutus	6.00	0.65	0.90	0.59	-999.00	1.41	60	5.15	2.60	"1,2,13,23,29"
+Rodentia	Muridae	Microtus	lusitanicus	-999.00	0.67	1.70	-999.00	-999.00	1.25	-999	2.00	-999.00	1
+Rodentia	Muridae	Microtus	transcaspicus	-999.00	-999.00	2.80	-999.00	-999.00	-999.00	-999	2.10	-999.00	1
+Rodentia	Muridae	Microtus	duodecimcostatus	-999.00	-999.00	2.21	-999.00	-999.00	-999.00	33	2.53	-999.00	"1,2"
+Rodentia	Muridae	Microtus	abbreviatus	50.00	0.70	3.45	0.50	-999.00	-999.00	-999	2.57	-999.00	"1,16,26"
+Rodentia	Muridae	Microtus	mexicanus	35.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.72	-999.00	"1,2,16"
+Rodentia	Muridae	Microtus	juldaschi	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.53	-999.00	1
+Rodentia	Muridae	Microtus	breweri	54.00	0.73	3.50	0.50	-999.00	-999.00	-999	3.98	-999.00	"1,26"
+Rodentia	Muridae	Microtus	montebelli	39.85	0.97	2.45	0.67	17.60	2.00	-999	4.30	-999.00	"1,16"
+Rodentia	Muridae	Microtus	townsendii	54.80	0.75	-999.00	0.53	15.10	-999.00	-999	5.28	-999.00	"1,6,11"
+Rodentia	Muridae	Microtus	miurus	39.50	0.70	2.60	-999.00	-999.00	-999.00	-999	5.96	-999.00	"1,2,18,26"
+Rodentia	Muridae	Microtus	longicaudus	36.70	-999.00	-999.00	-999.00	-999.00	-999.00	14	5.22	1.90	"1,11,16"
+Rodentia	Muridae	Microtus	chrotorrhinus	39.00	0.67	-999.00	-999.00	-999.00	-999.00	-999	3.56	2.00	"1,11"
+Rodentia	Muridae	Microtus	canicaudus	35.30	0.73	2.43	0.60	13.98	1.83	-999	4.33	2.00	"1,6,11"
+Rodentia	Muridae	Microtus	richardsoni	106.20	0.90	5.05	0.70	31.09	-999.00	-999	5.80	2.00	"1,2,6,11"
+Rodentia	Muridae	Microtus	xanthognathus	141.50	-999.00	3.50	1.00	-999.00	-999.00	-999	8.25	2.00	"1,2,26"
+Rodentia	Muridae	Microtus	pennsylvanicus	43.67	0.70	2.46	0.48	13.60	0.94	16	4.96	2.58	"1,7,11,13,23"
+Rodentia	Muridae	Microtus	pinetorum	25.50	0.75	2.32	0.68	9.63	3.21	-999	2.89	2.74	"1,2,7,11,23"
+Rodentia	Muridae	Microtus	gregalis	47.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	3.00	"1,16"
+Rodentia	Muridae	Microtus	guentheri	51.60	0.70	3.00	0.59	15.00	6.17	47	5.96	3.33	"1,2,16"
+Rodentia	Muridae	Microtus	oeconomus	93.33	0.71	2.43	0.71	15.90	0.94	21	5.76	3.38	"1,13,23,26"
+Rodentia	Muridae	Microtus	agrestis	46.00	0.68	2.30	0.44	8.94	1.17	39	4.42	3.61	"1,13,23,29"
+Rodentia	Muridae	Microtus	subterraneus	19.50	0.71	1.60	0.79	9.44	3.17	34	2.68	4.00	"1,13"
+Rodentia	Muridae	Microtus	ochrogaster	40.00	0.74	3.02	0.67	16.68	1.56	35	3.80	4.00	"1,2,11,23,27"
+Rodentia	Muridae	Microtus	oregoni	20.50	0.78	1.63	0.46	10.00	1.05	-999	3.28	4.40	"1,6,7,23,26"
+Rodentia	Muridae	Microtus	montanus	49.50	0.70	3.05	0.54	9.33	0.82	-999	4.82	4.50	"1,6,14,23"
+Rodentia	Muridae	Microtus	californicus	53.50	0.71	2.83	0.60	17.67	2.18	-999	4.54	4.83	"1,6,7,23,26"
+Rodentia	Muridae	Microtus	socialis	48.00	0.65	2.10	-999.00	-999.00	1.10	-999	4.96	5.00	"1,16"
+Rodentia	Muridae	Microtus	arvalis	27.50	0.69	1.85	0.58	8.87	1.57	36	5.11	5.50	"1,7,13,29"
+Rodentia	Muridae	Microtus	fortis	63.00	-999.00	-999.00	-999.00	-999.00	3.75	-999	5.00	6.00	"1,16"
+Rodentia	Muridae	Millardia	meltada	70.00	0.62	-999.00	-999.00	-999.00	2.96	-999	5.62	4.50	"1,2,23"
+Rodentia	Muridae	Mus	caroli	11.25	0.69	1.20	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Mus	spretus	12.80	-999.00	-999.00	-999.00	-999.00	1.34	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Mus	mayori	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	1
+Rodentia	Muridae	Mus	cervicolor	17.70	0.65	1.50	-999.00	-999.00	-999.00	-999	4.13	-999.00	"1,2,16"
+Rodentia	Muridae	Mus	musculoides	6.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.50	-999.00	"1,16"
+Rodentia	Muridae	Mus	platythrix	28.20	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.70	-999.00	"1,16"
+Rodentia	Muridae	Mus	booduga	9.22	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.72	-999.00	"1,16"
+Rodentia	Muridae	Mus	triton	12.45	0.67	1.30	0.92	4.50	1.67	-999	6.00	3.00	"1,16,27"
+Rodentia	Muridae	Mus	minutoides	7.25	0.67	0.97	0.69	3.34	1.98	37	3.83	4.00	"1,2"
+Rodentia	Muridae	Mus	musculus	20.50	0.69	1.25	0.72	8.95	2.37	72	6.07	4.57	"1,2,7,23,29"
+Rodentia	Muridae	Myomys	fumatus	30.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"2,18"
+Rodentia	Muridae	Myomys	derooi	32.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	"2,18"
+Rodentia	Muridae	Myomys	daltoni	33.50	0.97	1.50	-999.00	8.00	4.54	-999	5.64	-999.00	"1,2,18,23"
+Rodentia	Muridae	Myopus	schisticolor	25.00	0.71	3.20	0.67	15.65	1.07	12	4.63	2.00	"1,2,13,23"
+Rodentia	Muridae	Myospalax	myospalax	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	1.00	1
+Rodentia	Muridae	Mystromys	albicaudatus	106.00	1.26	6.25	1.07	39.00	3.28	72	3.18	-999.00	"1,2,7,13,23,29"
+Rodentia	Muridae	Nannospalax	leucodon	178.00	-999.00	5.00	1.50	-999.00	-999.00	-999	3.50	1.00	"1,16"
+Rodentia	Muridae	Neacomys	tenuipes	19.00	-999.00	-999.00	-999.00	-999.00	1.00	-999	3.80	6.10	"1,16"
+Rodentia	Muridae	Nectomys	squamipes	290.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.13	-999.00	"1,11"
+Rodentia	Muridae	Nectomys	parvipes	257.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.50	-999.00	"3,4"
+Rodentia	Muridae	Neofiber	alleni	269.00	0.93	11.08	0.75	-999.00	2.98	-999	2.34	4.53	"1,2,11,13,23"
+Rodentia	Muridae	Neotoma	devia	96.70	1.20	10.00	0.70	-999.00	2.50	-999	2.10	-999.00	26
+Rodentia	Muridae	Neotoma	fuscipes	233.58	1.02	12.10	0.88	-999.00	6.00	-999	2.65	1.17	"1,6,11,26,29"
+Rodentia	Muridae	Neotoma	stephensi	142.00	1.03	10.60	1.31	35.00	9.50	-999	1.08	1.95	"1,11,14,16"
+Rodentia	Muridae	Neotoma	cinerea	335.50	0.98	13.50	0.90	107.03	11.59	36	3.68	2.00	"1,7,11,23,29"
+Rodentia	Muridae	Neotoma	phenax	227.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	2.00	"1,11"
+Rodentia	Muridae	Neotoma	mexicana	203.00	1.09	10.40	-999.00	-999.00	2.00	-999	2.10	2.00	"1,16"
+Rodentia	Muridae	Neotoma	albigula	198.00	1.19	11.35	0.96	78.15	5.00	92	2.15	2.00	"1,2,7,14,11,29"
+Rodentia	Muridae	Neotoma	lepida	125.33	1.10	8.96	0.95	34.63	4.21	67	2.92	2.00	"1,2,7,11,14,23"
+Rodentia	Muridae	Neotoma	micropus	236.33	1.14	11.70	0.87	35.60	4.48	40	2.51	2.40	"1,2,11,23"
+Rodentia	Muridae	Neotoma	floridana	370.50	1.20	13.28	0.73	50.45	4.71	36	3.10	2.50	"1,2,7,13,23"
+Rodentia	Muridae	Neotomodon	alstoni	50.00	0.91	3.40	-999.00	-999.00	3.99	-999	3.25	2.00	"1,2,23"
+Rodentia	Muridae	Nesokia	indica	143.50	0.57	-999.00	-999.00	-999.00	-999.00	-999	4.09	-999.00	"1,2"
+Rodentia	Muridae	Niviventer	niviventer	66.40	-999.00	3.75	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Notomys	cervinus	35.00	1.40	3.00	1.09	-999.00	5.30	-999	2.83	-999.00	"1,2,15,23"
+Rodentia	Muridae	Notomys	fuscus	35.00	1.14	-999.00	1.00	-999.00	2.70	-999	2.90	-999.00	"1,2,15,23"
+Rodentia	Muridae	Notomys	aquilo	39.00	1.75	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	15
+Rodentia	Muridae	Notomys	mitchellii	52.00	1.21	-999.00	1.00	-999.00	2.40	-999	3.27	-999.00	"1,2,15,23"
+Rodentia	Muridae	Notomys	alexis	35.00	1.16	2.83	0.98	12.50	2.50	62	3.89	-999.00	"1,2,15,23"
+Rodentia	Muridae	Nyctomys	sumichrasti	53.33	1.09	5.20	0.70	40.00	-999.00	62	2.00	-999.00	"1,2,7,29"
+Rodentia	Muridae	Ochrotomys	nuttalli	22.00	0.95	2.63	0.63	10.90	-999.00	101	2.55	-999.00	"1,2,7,26,29"
+Rodentia	Muridae	Oecomys	concolor	60.67	-999.00	-999.00	-999.00	-999.00	3.00	-999	3.60	4.20	"1,2,4"
+Rodentia	Muridae	Oenomys	hypoxanthus	85.50	-999.00	-999.00	1.00	30.00	3.83	-999	3.92	-999.00	"1,2"
+Rodentia	Muridae	Oligoryzomys	nigripes	22.65	0.83	3.30	0.49	-999.00	1.93	-999	3.30	-999.00	"1,4"
+Rodentia	Muridae	Oligoryzomys	flavescens	21.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.40	-999.00	"1,18"
+Rodentia	Muridae	Oligoryzomys	longicaudatus	27.75	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	4
+Rodentia	Muridae	Ondatra	zibethicus	1135.80	0.91	21.92	0.84	152.10	4.96	120	6.28	2.68	"1,2,7,23,29"
+Rodentia	Muridae	Onychomys	leucogaster	40.00	1.08	2.65	0.91	13.20	4.06	60	3.63	2.50	"1,2,7,14,13,23,29"
+Rodentia	Muridae	Onychomys	torridus	19.00	0.97	2.32	0.69	9.35	2.10	55	3.58	2.60	"1,2,7,13,23"
+Rodentia	Muridae	Oryzomys	subflavus	7.50	-999.00	-999.00	1.00	-999.00	-999.00	-999	4.80	-999.00	"1,16"
+Rodentia	Muridae	Oryzomys	palustris	47.67	0.80	3.42	0.50	22.25	1.78	-999	3.77	5.50	"1,2,3,11,23"
+Rodentia	Muridae	Oryzomys	capito	63.15	0.88	3.85	-999.00	-999.00	1.45	-999	3.33	5.93	"1,2,4,23,27"
+Rodentia	Muridae	Otomys	sloggetti	121.00	1.27	11.40	0.60	27.50	2.75	-999	1.44	-999.00	"1,16"
+Rodentia	Muridae	Otomys	typus	-999.00	-999.00	12.50	-999.00	-999.00	-999.00	-999	1.50	-999.00	1
+Rodentia	Muridae	Otomys	denti	-999.00	-999.00	20.00	-999.00	-999.00	-999.00	-999	1.79	-999.00	1
+Rodentia	Muridae	Otomys	angoniensis	150.95	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.92	-999.00	"1,2,11"
+Rodentia	Muridae	Otomys	irroratus	146.85	1.30	14.50	0.42	30.00	2.70	22	1.78	4.25	"1,2,11,23"
+Rodentia	Muridae	Ototylomys	phyllotis	101.00	1.81	10.20	1.08	-999.00	0.86	-999	2.30	-999.00	"1,2,23,29"
+Rodentia	Muridae	Oxymycterus	rufus	85.50	-999.00	-999.00	0.47	-999.00	3.54	-999	3.02	-999.00	"2,4"
+Rodentia	Muridae	Pachyuromys	duprasi	32.50	0.71	-999.00	0.97	-999.00	-999.00	53	4.06	-999.00	"1,2,13,29"
+Rodentia	Muridae	Parotomys	brantsii	120.00	-999.00	-999.00	-999.00	-999.00	4.07	-999	-999.00	-999.00	23
+Rodentia	Muridae	Pelomys	minor	50.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,18"
+Rodentia	Muridae	Pelomys	fallax	118.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.67	-999.00	"1,16"
+Rodentia	Muridae	Peromyscus	hooperi	36.00	1.12	2.62	0.76	10.07	2.30	-999	-999.00	-999.00	"1,18"
+Rodentia	Muridae	Peromyscus	megalops	71.00	-999.00	3.90	0.74	16.00	1.57	-999	1.80	-999.00	"1,7"
+Rodentia	Muridae	Peromyscus	melanocarpus	59.00	1.12	4.50	0.73	-999.00	-999.00	-999	1.90	-999.00	"1,2,11"
+Rodentia	Muridae	Peromyscus	mexicanus	60.50	1.09	4.40	-999.00	-999.00	-999.00	-999	2.27	-999.00	"1,3,16"
+Rodentia	Muridae	Peromyscus	interparietalis	-999.00	-999.00	2.74	0.62	-999.00	-999.00	-999	2.40	-999.00	1
+Rodentia	Muridae	Peromyscus	perfulvus	40.00	1.44	3.00	-999.00	-999.00	-999.00	-999	2.60	-999.00	"1,18"
+Rodentia	Muridae	Peromyscus	melanophrys	40.00	0.82	-999.00	1.05	-999.00	-999.00	-999	2.95	-999.00	"1,18"
+Rodentia	Muridae	Peromyscus	pectoralis	31.50	0.77	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	26
+Rodentia	Muridae	Peromyscus	gratus	26.90	0.87	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	26
+Rodentia	Muridae	Peromyscus	boylii	28.70	0.82	2.20	0.88	-999.00	1.62	-999	3.19	-999.00	"1,16,23,26,27"
+Rodentia	Muridae	Peromyscus	yucatanicus	26.30	1.03	2.50	-999.00	13.10	-999.00	-999	3.50	-999.00	"1,16,29"
+Rodentia	Muridae	Peromyscus	gossypinus	29.00	0.83	2.20	0.81	13.69	1.68	-999	3.60	-999.00	"1,7,11,23,27"
+Rodentia	Muridae	Peromyscus	difficilis	28.00	-999.00	-999.00	0.87	-999.00	-999.00	-999	3.90	-999.00	"1,16"
+Rodentia	Muridae	Peromyscus	attwateri	30.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	26
+Rodentia	Muridae	Peromyscus	nasutus	28.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	26
+Rodentia	Muridae	Peromyscus	sitkensis	28.30	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	"1,16"
+Rodentia	Muridae	Peromyscus	crinitus	16.33	0.82	2.20	0.87	13.87	3.77	-999	3.08	2.05	"1,6,7,14,23,29"
+Rodentia	Muridae	Peromyscus	polionotus	14.00	0.79	1.63	0.76	6.77	0.99	-999	3.60	2.70	"1,2,7,23,26,27,29"
+Rodentia	Muridae	Peromyscus	truei	27.00	0.99	2.32	0.85	10.50	1.18	-999	3.50	3.40	"1,6,7,11,23,29"
+Rodentia	Muridae	Peromyscus	maniculatus	20.50	0.88	1.83	0.84	8.95	2.58	100	4.73	3.40	"1,2,7,8,23"
+Rodentia	Muridae	Peromyscus	eremicus	25.00	0.85	2.33	0.82	-999.00	4.23	-999	2.63	3.50	"1,2,11,14,23,29"
+Rodentia	Muridae	Peromyscus	leucopus	23.00	0.83	1.89	0.77	9.58	2.33	-999	4.42	3.90	"1,7,8,13,23,27,29"
+Rodentia	Muridae	Peromyscus	californicus	42.00	0.97	4.46	0.98	18.65	1.50	-999	2.02	4.56	"1,7,11,23,26,29"
+Rodentia	Muridae	Peromyscus	melanotis	39.60	0.84	1.67	-999.00	-999.00	-999.00	-999	4.26	7.50	"1,16"
+Rodentia	Muridae	Petromyscus	collinus	21.00	-999.00	2.10	1.05	-999.00	-999.00	-999	2.56	1.00	"1,16"
+Rodentia	Muridae	Phenacomys	ungava	27.00	0.75	2.40	0.68	10.00	1.25	48	4.90	-999.00	"7,26"
+Rodentia	Muridae	Phenacomys	intermedius	33.00	0.71	2.18	0.63	15.28	1.21	48	4.58	2.30	"1,2,6,11,23"
+Rodentia	Muridae	Phodopus	campbelli	23.40	-999.00	-999.00	-999.00	-999.00	1.50	-999	-999.00	3.50	2
+Rodentia	Muridae	Phodopus	sungorus	23.40	0.65	1.77	0.65	14.80	3.95	38	5.00	3.50	"1,2,11,13"
+Rodentia	Muridae	Phodopus	roborovskii	-999.00	0.70	1.45	0.63	18.10	8.00	-999	6.00	3.50	"1,2,11"
+Rodentia	Muridae	Phyllotis	darwini	50.83	1.12	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Pithecheir	parvus	104.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Muridae	Podomys	floridanus	31.25	0.77	2.40	0.84	11.50	-999.00	89	2.74	-999.00	"1,2,7,26"
+Rodentia	Muridae	Pogonomelomys	sevia	60.90	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Rodentia	Muridae	Pogonomys	sylvestris	39.10	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.67	-999.00	"2,16"
+Rodentia	Muridae	Pogonomys	loriae	95.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.67	-999.00	2
+Rodentia	Muridae	Pogonomys	macrourus	45.10	-999.00	-999.00	-999.00	-999.00	-999.00	29	2.33	-999.00	"2,16"
+Rodentia	Muridae	Praomys	jacksoni	40.00	1.18	-999.00	1.00	20.00	2.37	-999	3.20	-999.00	"1,16,23,25,27"
+Rodentia	Muridae	Praomys	morio	21.00	1.04	2.70	0.94	-999.00	3.04	-999	3.33	-999.00	"1,16,23,25"
+Rodentia	Muridae	Praomys	tullbergi	36.97	0.80	2.70	0.82	10.50	2.69	62	3.50	-999.00	"1,2,16"
+Rodentia	Muridae	Praomys	delectorum	27.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	6.00	-999.00	"1,16"
+Rodentia	Muridae	Psammomys	obesus	177.33	0.88	6.25	0.89	40.00	5.49	-999	3.53	-999.00	"1,13,23,27,29"
+Rodentia	Muridae	Pseudomys	fuscus	148.00	1.28	7.25	1.29	-999.00	-999.00	-999	1.78	-999.00	"1,2,15"
+Rodentia	Muridae	Pseudomys	oralis	95.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	15
+Rodentia	Muridae	Pseudomys	hermannsburgensis	12.00	1.06	-999.00	1.00	-999.00	2.51	-999	2.75	-999.00	"1,15,23"
+Rodentia	Muridae	Pseudomys	pilligaensis	11.00	0.93	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	15
+Rodentia	Muridae	Pseudomys	delicatulus	11.00	0.99	1.00	1.00	-999.00	-999.00	-999	3.00	-999.00	"1,15"
+Rodentia	Muridae	Pseudomys	gracilicaudatus	63.00	0.90	4.35	0.94	24.00	-999.00	-999	3.00	-999.00	"1,15"
+Rodentia	Muridae	Pseudomys	desertor	25.00	0.98	-999.00	0.84	-999.00	2.50	-999	3.00	-999.00	"1,15,23"
+Rodentia	Muridae	Pseudomys	nanus	34.00	0.80	-999.00	0.77	-999.00	3.33	-999	3.00	-999.00	"1,15"
+Rodentia	Muridae	Pseudomys	australis	65.00	1.02	4.00	0.87	12.50	3.59	67	3.15	-999.00	"1,2,15,23"
+Rodentia	Muridae	Pseudomys	fieldi	45.00	0.82	-999.00	1.00	-999.00	-999.00	-999	3.50	-999.00	15
+Rodentia	Muridae	Pseudomys	praeconis	45.00	1.00	-999.00	1.00	-999.00	-999.00	-999	3.50	-999.00	"1,16"
+Rodentia	Muridae	Pseudomys	shortridgei	64.00	-999.00	-999.00	-999.00	-999.00	11.00	-999	3.00	1.00	"1,15,23"
+Rodentia	Muridae	Pseudomys	albocinereus	26.00	1.27	-999.00	1.00	-999.00	2.50	-999	4.27	1.00	"1,15"
+Rodentia	Muridae	Pseudomys	higginsi	60.10	1.07	5.00	0.98	-999.00	9.00	48	3.20	1.50	"1,11,15"
+Rodentia	Muridae	Pseudomys	fumeus	70.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	1.50	15
+Rodentia	Muridae	Pseudomys	apodemoides	20.00	1.48	-999.00	1.17	11.00	-999.00	-999	4.50	3.00	"1,16"
+Rodentia	Muridae	Pseudomys	novaehollandiae	18.00	1.06	1.80	0.91	-999.00	3.01	-999	3.67	3.50	"1,2,15,23"
+Rodentia	Muridae	Rattus	colletti	61.00	-999.00	-999.00	-999.00	-999.00	2.00	-999	-999.00	-999.00	23
+Rodentia	Muridae	Rattus	villosissimus	200.00	-999.00	-999.00	-999.00	-999.00	2.33	-999	-999.00	-999.00	23
+Rodentia	Muridae	Rattus	tiomanicus	127.50	0.77	4.10	-999.00	-999.00	-999.00	-999	3.35	-999.00	"1,16"
+Rodentia	Muridae	Rattus	leucopus	124.00	0.75	-999.00	0.83	-999.00	3.69	-999	3.50	-999.00	"1,15"
+Rodentia	Muridae	Rattus	steini	155.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,16"
+Rodentia	Muridae	Rattus	praetor	139.35	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	"1,16"
+Rodentia	Muridae	Rattus	tunneyi	113.50	0.72	-999.00	0.75	-999.00	1.24	-999	5.75	-999.00	"1,15,23"
+Rodentia	Muridae	Rattus	sordidus	125.00	0.72	3.00	-999.00	-999.00	2.07	-999	6.00	-999.00	"1,16,23"
+Rodentia	Muridae	Rattus	argentiventer	202.00	0.71	-999.00	-999.00	-999.00	1.60	-999	6.94	-999.00	"1,16"
+Rodentia	Muridae	Rattus	lutreolus	115.00	0.88	4.87	0.83	25.00	2.60	29	4.91	2.53	"1,11,23"
+Rodentia	Muridae	Rattus	fuscipes	133.00	0.86	4.50	0.97	21.28	3.51	-999	4.08	3.30	"1,11,13,15,23"
+Rodentia	Muridae	Rattus	exulans	70.00	0.73	2.62	0.78	22.76	4.08	-999	3.63	3.37	"1,2,7,23,27"
+Rodentia	Muridae	Rattus	norvegicus	280.00	0.71	5.81	0.82	63.75	2.22	-999	8.72	3.68	"1,2,23,29"
+Rodentia	Muridae	Rattus	rattus	246.50	0.74	4.55	0.86	39.68	3.82	50	5.95	4.28	"1,2,15,23"
+Rodentia	Muridae	Reithrodon	auritus	72.17	-999.00	-999.00	-999.00	-999.00	2.00	-999	4.53	-999.00	11
+Rodentia	Muridae	Reithrodontomys	humulis	10.30	0.75	1.09	0.76	-999.00	3.44	27	2.90	-999.00	"1,11,23,26"
+Rodentia	Muridae	Reithrodontomys	megalotis	11.03	0.76	1.33	0.70	-999.00	3.53	-999	3.32	-999.00	"1,2,11,14,16,23,29"
+Rodentia	Muridae	Reithrodontomys	montanus	9.00	0.74	1.04	0.49	5.40	2.46	-999	4.14	-999.00	"1,11,14,16,23,29"
+Rodentia	Muridae	Reithrodontomys	raviventris	11.05	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.85	1.00	"1,11,13"
+Rodentia	Muridae	Reithrodontomys	fulvescens	12.50	-999.00	1.08	0.48	3.25	-999.00	-999	3.10	2.00	"1,11,26"
+Rodentia	Muridae	Rhabdomys	pumilio	51.00	0.83	2.67	0.49	8.45	1.78	35	6.56	4.00	"1,2,23"
+Rodentia	Muridae	Rhipidomys	latimanus	57.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"3,16"
+Rodentia	Muridae	Rhipidomys	mastacalis	75.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.80	3.50	"3,16"
+Rodentia	Muridae	Rhizomys	sumatrensis	3000.00	-999.00	-999.00	3.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Rhizomys	pruinosus	2450.00	-999.00	-999.00	4.00	-999.00	-999.00	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Rhombomys	opimus	143.00	0.92	4.75	0.73	-999.00	3.50	48	5.76	2.50	"1,2,16"
+Rodentia	Muridae	Saccostomus	campestris	47.38	0.69	2.60	1.00	-999.00	2.17	33	6.99	-999.00	"1,2,16"
+Rodentia	Muridae	Scotinomys	teguina	12.00	1.01	1.35	0.68	-999.00	1.13	-999	2.79	-999.00	"1,2,23,29"
+Rodentia	Muridae	Scotinomys	xerampelinus	15.00	1.09	1.35	0.79	-999.00	1.73	-999	3.03	-999.00	"1,2,23,29"
+Rodentia	Muridae	Sekeetamys	calurus	38.50	-999.00	-999.00	-999.00	-999.00	-999.00	65	2.85	-999.00	"1,2,13"
+Rodentia	Muridae	Sigmodon	leucotis	135.50	1.17	-999.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	"1,11"
+Rodentia	Muridae	Sigmodon	ochrognathus	113.67	1.15	5.55	0.50	35.55	1.36	-999	3.75	-999.00	"1,11,14,26"
+Rodentia	Muridae	Sigmodon	fulviventer	211.00	1.17	-999.00	-999.00	-999.00	1.50	-999	5.00	-999.00	26
+Rodentia	Muridae	Sigmodon	hispidus	185.00	0.89	6.69	0.49	23.56	1.31	62	5.58	2.00	"1,2,7,13,23,26"
+Rodentia	Muridae	Sigmodon	alstoni	55.70	-999.00	-999.00	-999.00	-999.00	2.00	-999	5.00	5.00	"1,3,16"
+Rodentia	Muridae	Spalax	microphthalmus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.61	1.00	1
+Rodentia	Muridae	Steatomys	krebsii	24.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.40	-999.00	"1,16"
+Rodentia	Muridae	Steatomys	pratensis	25.53	-999.00	1.55	-999.00	-999.00	-999.00	-999	4.67	-999.00	"1,16"
+Rodentia	Muridae	Stochomys	longicaudatus	74.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,2"
+Rodentia	Muridae	Sundamys	muelleri	334.00	-999.00	-999.00	-999.00	-999.00	-999.00	24	3.80	-999.00	"2,16"
+Rodentia	Muridae	Synaptomys	cooperi	37.05	0.77	3.46	0.75	20.00	-999.00	30	3.34	2.50	"1,11,13"
+Rodentia	Muridae	Synaptomys	borealis	21.30	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.40	2.50	"1,16,26"
+Rodentia	Muridae	Tachyoryctes	ruandae	-999.00	1.58	14.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	29
+Rodentia	Muridae	Tachyoryctes	splendens	207.50	1.36	20.00	1.30	-999.00	4.99	37	1.44	2.07	"1,2,8,23,25,27"
+Rodentia	Muridae	Tateomys	rhinogradoides	84.00	-999.00	-999.00	-999.00	82.80	-999.00	-999	-999.00	-999.00	"1,2"
+Rodentia	Muridae	Tatera	inclusa	131.00	0.77	-999.00	0.73	-999.00	3.40	-999	-999.00	-999.00	"1,16"
+Rodentia	Muridae	Tatera	leucogaster	64.86	-999.00	2.80	0.93	19.00	-999.00	-999	4.54	-999.00	"1,2,16"
+Rodentia	Muridae	Tatera	robusta	93.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.15	-999.00	"1,16"
+Rodentia	Muridae	Tatera	valida	113.00	-999.00	-999.00	-999.00	30.00	3.25	-999	4.33	2.00	"1,16"
+Rodentia	Muridae	Tatera	brantsii	75.00	0.75	5.13	0.83	45.00	5.50	-999	2.83	4.00	"1,2,7"
+Rodentia	Muridae	Tatera	indica	146.67	0.87	3.00	0.79	-999.00	2.86	84	5.42	4.17	"1,2,13,23,29"
+Rodentia	Muridae	Tatera	nigricauda	114.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	5.00	"1,16"
+Rodentia	Muridae	Tatera	afra	74.80	0.75	4.50	-999.00	-999.00	5.00	-999	-999.00	6.50	"1,2,16"
+Rodentia	Muridae	Taterillus	emini	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	1
+Rodentia	Muridae	Taterillus	pygargus	48.10	0.88	-999.00	0.75	-999.00	3.00	-999	4.00	-999.00	"1,16"
+Rodentia	Muridae	Taterillus	gracilis	51.85	0.87	-999.00	-999.00	-999.00	3.00	-999	4.50	-999.00	"1,16"
+Rodentia	Muridae	Thallomys	paedulcus	77.43	-999.00	2.65	0.98	-999.00	3.57	-999	3.00	-999.00	"1,16,23"
+Rodentia	Muridae	Thamnomys	venustus	65.00	0.80	-999.00	0.80	-999.00	2.74	-999	-999.00	-999.00	"23,25"
+Rodentia	Muridae	Tylomys	nudicaudus	280.00	1.32	16.77	0.87	40.00	3.15	65	2.36	-999.00	"1,2,29"
+Rodentia	Muridae	Uranomys	ruddi	47.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.58	-999.00	"1,2"
+Rodentia	Muridae	Uromys 	caudimaculatus	625.00	1.29	20.00	1.33	-999.00	6.00	-999	2.06	-999.00	"1,2,15"
+Rodentia	Muridae	Vandeleuria	nolthenii	56.60	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,16"
+Rodentia	Muridae	Wiedomys	pyrrhorhinos	47.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.80	-999.00	"1,18"
+Rodentia	Muridae	Zelotomys	woosnami	54.50	1.03	-999.00	-999.00	-999.00	-999.00	-999	4.68	-999.00	"1,2,16"
+Rodentia	Muridae	Zygodontomys	brevicauda	58.00	0.87	3.64	0.48	22.00	1.44	-999	4.32	5.50	"1,2,16,23"
+Rodentia	Muridae	Zyzomys	maini	94.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	15
+Rodentia	Muridae	Zyzomys	argurus	50.00	1.00	-999.00	1.17	14.00	-999.00	-999	2.50	-999.00	"1,2,15"
+Rodentia	Muridae	Zyzomys	woodwardi	130.00	-999.00	-999.00	1.17	-999.00	-999.00	-999	-999.00	0.75	"1,2"
+Rodentia	Myocastoridae	Myocastor	coypus	7150.00	4.43	196.36	1.90	1533.33	5.25	79	4.88	2.32	"1,2,4,8,23,29"
+Rodentia	Myoxidae	Dryomys	laniger	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	1
+Rodentia	Myoxidae	Dryomys	nitedula	25.00	0.81	1.60	1.00	-999.00	-999.00	48	3.33	1.21	"1,13,29"
+Rodentia	Myoxidae	Eliomys	quercinus	115.00	0.74	-999.00	1.00	-999.00	18.00	60	4.89	1.21	"1,13,29"
+Rodentia	Myoxidae	Glirulus	japonicus	27.00	1.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	1.50	"1,2"
+Rodentia	Myoxidae	Graphiurus	crassicaudatus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	1
+Rodentia	Myoxidae	Graphiurus	murinus	24.00	0.80	3.50	-999.00	-999.00	-999.00	69	3.00	2.00	"1,2"
+Rodentia	Myoxidae	Graphiurus	ocularis	68.80	-999.00	-999.00	-999.00	25.60	-999.00	-999	5.00	4.00	"1,2,16"
+Rodentia	Myoxidae	Muscardinus	avellanarius	27.33	0.79	0.80	1.27	-999.00	16.50	72	4.33	1.50	"1,2,23,29"
+Rodentia	Myoxidae	Myoxus	glis	125.00	0.94	1.50	1.07	-999.00	10.60	104	4.73	1.19	"1,2,13,23,29"
+Rodentia	Octodontidae	Octodon	degus	235.00	2.96	14.10	1.19	71.20	10.90	85	5.28	1.75	"1,2,4,11,23,29"
+Rodentia	Octodontidae	Octodontomys	gliroides	158.00	3.39	16.67	1.38	-999.00	-999.00	88	2.03	-999.00	"1,2,4,29"
+Rodentia	Octodontidae	Spalacopus	cyanus	98.05	-999.00	-999.00	-999.00	-999.00	-999.00	70	2.35	1.75	"2,4,11"
+Rodentia	Pedetidae	Pedetes	capensis	3500.00	2.53	264.50	1.64	1300.00	34.00	228	1.00	3.60	"1,2,13"
+Rodentia	Petromuridae	Petromus	typicus	200.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.88	1.00	"1,2"
+Rodentia	Sciuridae	Ammospermophilus	harrisii	126.00	0.97	3.80	1.69	45.00	10.50	-999	6.75	1.00	"1,2,7,11,26"
+Rodentia	Sciuridae	Ammospermophilus	nelsoni	154.50	0.87	4.88	-999.00	41.00	-999.00	68	8.00	1.00	"1,11"
+Rodentia	Sciuridae	Ammospermophilus	interpres	110.20	-999.00	-999.00	-999.00	27.50	-999.00	-999	9.50	1.00	"1,11"
+Rodentia	Sciuridae	Ammospermophilus	leucurus	97.50	1.04	3.36	2.20	60.00	12.00	70	8.61	1.33	"1,2,6,7,14"
+Rodentia	Sciuridae	Callosciurus	prevostii	400.00	1.57	16.35	-999.00	-999.00	-999.00	-999	1.80	-999.00	"1,2"
+Rodentia	Sciuridae	Callosciurus	caniceps	30.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.20	-999.00	"1,16"
+Rodentia	Sciuridae	Callosciurus	nigrovittatus	202.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.20	-999.00	"1,16"
+Rodentia	Sciuridae	Callosciurus	notatus	190.00	-999.00	-999.00	-999.00	-999.00	-999.00	115	3.07	-999.00	"1,13,16"
+Rodentia	Sciuridae	Cynomys	ludovicianus	863.00	1.11	15.38	1.89	140.57	26.24	102	4.00	1.00	"1,2,7,13,23,26,29"
+Rodentia	Sciuridae	Cynomys	gunnisoni	816.67	1.00	-999.00	1.50	-999.00	11.59	-999	4.27	1.00	"1,2,11,23"
+Rodentia	Sciuridae	Cynomys	parvidens	516.00	-999.00	-999.00	-999.00	-999.00	12.00	-999	4.95	1.00	"1,18,26"
+Rodentia	Sciuridae	Cynomys	leucurus	873.50	1.00	-999.00	-999.00	-999.00	23.75	-999	5.67	1.00	"1,2,11,16,23"
+Rodentia	Sciuridae	Cynomys	mexicanus	828.10	-999.00	-999.00	1.52	-999.00	-999.00	-999	6.00	1.00	"1,2,11"
+Rodentia	Sciuridae	Dremomys	lokriah	172.50	-999.00	-999.00	-999.00	-999.00	-999.00	85	3.50	-999.00	"1,2,16"
+Rodentia	Sciuridae	Epixerus	ebii	388.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Sciuridae	Exilisciurus	exilis	14.60	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	"1,16"
+Rodentia	Sciuridae	Funambulus	sublineatus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	1
+Rodentia	Sciuridae	Funambulus	palmarum	-999.00	1.13	-999.00	-999.00	-999.00	-999.00	-999	2.58	-999.00	1
+Rodentia	Sciuridae	Funambulus	pennantii	147.65	1.33	-999.00	2.00	-999.00	7.68	-999	3.50	2.67	"1,2,16,23"
+Rodentia	Sciuridae	Funisciurus	anerythrus	218.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,16"
+Rodentia	Sciuridae	Funisciurus	lemniscatus	141.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.80	-999.00	"1,16"
+Rodentia	Sciuridae	Funisciurus	pyrropus	271.67	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.80	-999.00	"1,16"
+Rodentia	Sciuridae	Funisciurus	congicus	106.00	1.73	9.96	1.67	-999.00	-999.00	114	2.00	2.00	"1,2,16"
+Rodentia	Sciuridae	Glaucomys	sabrinus	132.17	1.32	5.62	2.12	33.87	7.83	156	3.33	1.00	"1,5,7,13,23,26,29"
+Rodentia	Sciuridae	Glaucomys	volans	65.38	1.32	3.49	1.75	44.60	10.84	170	3.17	1.33	"1,2,11,23,26,29"
+Rodentia	Sciuridae	Heliosciurus	rufobrachium	326.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.80	-999.00	"1,2"
+Rodentia	Sciuridae	Hylopetes	alboniger	240.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.33	-999.00	"1,16"
+Rodentia	Sciuridae	Hylopetes	fimbriatus	510.00	-999.00	-999.00	2.50	-999.00	-999.00	-999	3.40	2.00	"1,13,16"
+Rodentia	Sciuridae	Iomys	horsfieldi	120.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.38	-999.00	"1,2,16"
+Rodentia	Sciuridae	Marmota	menzbieri	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	1
+Rodentia	Sciuridae	Marmota	camtschatica	-999.00	-999.00	33.00	-999.00	-999.00	36.00	-999	5.50	-999.00	"1,13"
+Rodentia	Sciuridae	Marmota	vancouverensis	4750.00	1.00	-999.00	-999.00	-999.00	39.00	-999	3.33	0.50	"1,11,26"
+Rodentia	Sciuridae	Marmota	olympus	6300.00	1.00	-999.00	-999.00	-999.00	32.00	-999	4.00	0.50	"2,13,18,26"
+Rodentia	Sciuridae	Marmota	caligata	6343.33	0.94	-999.00	0.92	-999.00	29.85	-999	4.20	0.50	"1,2,13,16,23"
+Rodentia	Sciuridae	Marmota	bobak	-999.00	1.35	35.50	-999.00	-999.00	36.00	180	4.83	0.83	"1,13"
+Rodentia	Sciuridae	Marmota	flaviventris	2930.00	1.00	33.80	0.89	478.83	26.83	-999	4.40	0.94	"1,2,8,11,23"
+Rodentia	Sciuridae	Marmota	broweri	3180.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	26
+Rodentia	Sciuridae	Marmota	marmota	2010.00	1.17	29.67	1.77	-999.00	30.00	180	4.38	1.00	"1,2,13,16"
+Rodentia	Sciuridae	Marmota	sibirica	8000.00	1.37	-999.00	-999.00	-999.00	-999.00	-999	4.50	1.00	"1,16"
+Rodentia	Sciuridae	Marmota	monax	3413.00	1.09	27.43	1.57	248.00	17.81	116	4.50	1.00	"1,11,23,26,29"
+Rodentia	Sciuridae	Marmota	caudata	4100.00	1.00	-999.00	-999.00	-999.00	-999.00	-999	4.73	1.00	"1,16"
+Rodentia	Sciuridae	Marmota	baibacina	-999.00	1.33	-999.00	-999.00	-999.00	-999.00	-999	6.00	1.00	1
+Rodentia	Sciuridae	Myosciurus	pumilio	16.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,2"
+Rodentia	Sciuridae	Paraxerus	flavovittis	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.33	-999.00	1
+Rodentia	Sciuridae	Paraxerus	poensis	134.00	-999.00	9.91	-999.00	-999.00	4.20	-999	1.43	-999.00	"1,2,16"
+Rodentia	Sciuridae	Paraxerus	ochraceus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	2
+Rodentia	Sciuridae	Paraxerus	palliatus	295.00	2.05	15.21	-999.00	-999.00	-999.00	-999	1.58	1.00	"1,16"
+Rodentia	Sciuridae	Paraxerus	cepapi	216.00	1.88	12.88	1.33	-999.00	6.09	-999	1.97	2.00	"1,2,23"
+Rodentia	Sciuridae	Petaurista	leucogenys	-999.00	-999.00	5.00	-999.00	-999.00	-999.00	-999	-999.00	-999.00	1
+Rodentia	Sciuridae	Petaurista	elegans	1273.33	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,16"
+Rodentia	Sciuridae	Petaurista	magnificus	1780.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"2,16"
+Rodentia	Sciuridae	Petaurista	philippensis	-999.00	1.50	56.00	3.00	-999.00	-999.00	-999	1.00	-999.00	2
+Rodentia	Sciuridae	Petaurista	petaurista	1330.00	-999.00	-999.00	2.25	-999.00	-999.00	192	2.00	-999.00	"1,13,16"
+Rodentia	Sciuridae	Petinomys	genibarbis	110.00	1.77	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	2
+Rodentia	Sciuridae	Petinomys	setosus	42.25	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	2
+Rodentia	Sciuridae	Petinomys	vordermanni	37.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	2
+Rodentia	Sciuridae	Petinomys	fuscocapillus	712.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Sciuridae	Pteromys	volans	130.00	1.00	-999.00	1.50	-999.00	-999.00	-999	2.60	1.50	"1,2"
+Rodentia	Sciuridae	Ratufa	indica	1060.00	2.75	-999.00	-999.00	-999.00	-999.00	240	1.00	-999.00	"1,2,16"
+Rodentia	Sciuridae	Ratufa	macroura	1280.00	0.93	-999.00	2.25	-999.00	24.00	-999	3.33	1.50	"1,2,16"
+Rodentia	Sciuridae	Ratufa	bicolor	2150.00	1.05	77.00	-999.00	-999.00	35.45	-999	1.80	2.00	"1,16,23"
+Rodentia	Sciuridae	Rhinosciurus	laticaudatus	221.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.43	-999.00	"1,2"
+Rodentia	Sciuridae	Sciurillus	pusillus	39.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"3,18"
+Rodentia	Sciuridae	Sciurus	aureogaster	595.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"1,16"
+Rodentia	Sciuridae	Sciurus	yucatanensis	225.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,18"
+Rodentia	Sciuridae	Sciurus	alleni	461.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,11"
+Rodentia	Sciuridae	Sciurus	arizonensis	760.50	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.05	1.00	"11,14"
+Rodentia	Sciuridae	Sciurus	griseus	751.67	1.44	-999.00	2.00	-999.00	10.50	120	3.70	1.11	"1,6,11,26"
+Rodentia	Sciuridae	Sciurus	aberti	702.50	1.43	12.00	2.50	355.00	10.75	-999	3.52	1.50	"1,5,23,26"
+Rodentia	Sciuridae	Sciurus	niger	803.70	1.49	15.44	2.50	-999.00	11.81	-999	2.71	1.64	"1,6,11,23,29"
+Rodentia	Sciuridae	Sciurus	carolinensis	540.33	1.43	15.15	2.14	165.00	10.48	283	3.46	1.83	"1,2,8,13,14,23,26,29"
+Rodentia	Sciuridae	Sciurus	granatensis	374.00	-999.00	9.50	2.00	-999.00	-999.00	84	1.93	1.95	"1,2,5,11"
+Rodentia	Sciuridae	Sciurus	vulgaris	324.75	1.25	9.57	2.15	-999.00	9.52	144	5.10	2.22	"1,2,13,16,23,29"
+Rodentia	Sciuridae	Spermophilopsis	leptodactylus	-999.00	1.50	-999.00	-999.00	-999.00	-999.00	-999	4.42	1.00	1
+Rodentia	Sciuridae	Spermophilus	relictus	600.00	-999.00	-999.00	-999.00	-999.00	12.00	-999	-999.00	-999.00	23
+Rodentia	Sciuridae	Spermophilus	parryii	751.00	0.83	-999.00	-999.00	-999.00	11.34	-999	6.30	-999.00	"1,16,23,26"
+Rodentia	Sciuridae	Spermophilus	mohavensis	190.00	0.92	4.50	1.20	30.00	-999.00	-999	6.80	-999.00	"1,7,11"
+Rodentia	Sciuridae	Spermophilus	dauricus	200.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	0.91	"1,8"
+Rodentia	Sciuridae	Spermophilus	lateralis	157.60	1.00	6.26	1.22	74.16	20.94	84	5.12	0.94	"1,5,6,7,8,11,23"
+Rodentia	Sciuridae	Spermophilus	beldingi	278.50	0.87	6.94	0.86	60.50	11.64	132	5.23	0.94	"1,2,6,8,23,26"
+Rodentia	Sciuridae	Spermophilus	armatus	308.00	0.79	-999.00	0.70	102.25	11.37	-999	5.73	0.96	"1,8,23,26"
+Rodentia	Sciuridae	Spermophilus	canus	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	26
+Rodentia	Sciuridae	Spermophilus	erythrogenys	-999.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	1
+Rodentia	Sciuridae	Spermophilus	pygmaeus	136.00	0.88	-999.00	-999.00	-999.00	-999.00	-999	-999.00	1.00	"1,16"
+Rodentia	Sciuridae	Spermophilus	major	-999.00	-999.00	-999.00	-999.00	200.00	-999.00	-999	-999.00	1.00	1
+Rodentia	Sciuridae	Spermophilus	mollis	165.40	0.78	3.95	1.13	-999.00	12.00	-999	-999.00	1.00	"6,26"
+Rodentia	Sciuridae	Spermophilus	nayaritensis	707.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	1.00	26
+Rodentia	Sciuridae	Spermophilus	columbianus	466.33	0.84	9.37	0.96	98.62	17.63	-999	3.43	1.00	"1,2,5,6,7,11,23,26,29"
+Rodentia	Sciuridae	Spermophilus	saturatus	275.00	0.93	5.97	1.43	113.47	12.00	48	4.16	1.00	"1,11"
+Rodentia	Sciuridae	Spermophilus	undulatus	840.00	0.92	11.08	-999.00	109.90	-999.00	-999	4.27	1.00	"1,16"
+Rodentia	Sciuridae	Spermophilus	mexicanus	130.95	0.97	4.10	3.00	-999.00	12.00	-999	5.00	1.00	"1,11,26"
+Rodentia	Sciuridae	Spermophilus	elegans	401.05	0.80	6.02	1.25	80.00	-999.00	-999	5.35	1.00	"1,6,11,26"
+Rodentia	Sciuridae	Spermophilus	tereticaudus	163.33	0.93	3.90	1.28	75.00	10.69	-999	5.40	1.00	"1,2,7,11,23,26"
+Rodentia	Sciuridae	Spermophilus	brunneus	205.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.50	1.00	26
+Rodentia	Sciuridae	Spermophilus	beecheyi	609.33	0.97	10.00	1.35	89.00	11.60	-999	5.66	1.00	"1,6,7,23,26"
+Rodentia	Sciuridae	Spermophilus	fulvus	596.00	1.00	-999.00	-999.00	-999.00	-999.00	-999	6.00	1.00	"1,16"
+Rodentia	Sciuridae	Spermophilus	suslicus	-999.00	0.80	-999.00	1.13	-999.00	12.00	-999	6.00	1.00	"1,13"
+Rodentia	Sciuridae	Spermophilus	richardsonii	342.50	0.78	6.35	1.17	92.75	11.26	72	6.06	1.00	"1,2,5,7,11,23"
+Rodentia	Sciuridae	Spermophilus	franklinii	459.00	0.92	-999.00	1.39	-999.00	10.74	-999	7.52	1.00	"1,2,13,16,23,26"
+Rodentia	Sciuridae	Spermophilus	townsendii	155.00	0.80	3.61	0.92	42.16	11.69	-999	7.92	1.00	"1,5,11,23"
+Rodentia	Sciuridae	Spermophilus	washingtoni	203.00	-999.00	-999.00	1.00	33.00	12.00	-999	9.00	1.00	"1,6,26"
+Rodentia	Sciuridae	Spermophilus	tridecemlineatus	172.67	0.92	3.24	1.07	16.00	11.63	-999	7.02	1.17	"1,7,13,23,29"
+Rodentia	Sciuridae	Spermophilus	citellus	217.00	0.89	-999.00	1.13	-999.00	10.33	-999	6.00	1.33	"1,13,16,29"
+Rodentia	Sciuridae	Spermophilus	variegatus	663.03	1.00	7.80	1.75	100.00	-999.00	-999	4.27	1.50	"1,5,11"
+Rodentia	Sciuridae	Spermophilus	spilosoma	119.50	0.93	-999.00	-999.00	45.00	12.00	-999	5.92	1.75	"1,16,29"
+Rodentia	Sciuridae	Sundasciurus	lowii	67.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.50	-999.00	2
+Rodentia	Sciuridae	Sundasciurus	tenuis	75.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.00	-999.00	"1,2"
+Rodentia	Sciuridae	Tamias	ochrogenys	94.10	-999.00	-999.00	-999.00	-999.00	-999.00	-999	3.50	-999.00	26
+Rodentia	Sciuridae	Tamias	palmeri	59.70	1.10	-999.00	1.50	22.70	-999.00	-999	3.68	-999.00	"1,11,26"
+Rodentia	Sciuridae	Tamias	siskiyou	75.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	5.00	-999.00	26
+Rodentia	Sciuridae	Tamias	canipes	70.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	1.00	26
+Rodentia	Sciuridae	Tamias	sonomae	75.00	-999.00	-999.00	0.75	-999.00	-999.00	-999	4.00	1.00	"11,18"
+Rodentia	Sciuridae	Tamias	ruficaudus	57.29	1.03	-999.00	-999.00	-999.00	12.00	96	4.06	1.00	"1,2,11,26,29"
+Rodentia	Sciuridae	Tamias	panamintinus	54.15	1.20	4.00	1.38	19.20	-999.00	-999	4.10	1.00	"1,11,26"
+Rodentia	Sciuridae	Tamias	speciosus	60.00	-999.00	-999.00	-999.00	-999.00	12.00	-999	4.15	1.00	"1,11,23"
+Rodentia	Sciuridae	Tamias	townsendii	84.00	0.93	3.55	1.64	34.50	11.62	123	4.33	1.00	"1,2,6,7,11,23"
+Rodentia	Sciuridae	Tamias	senex	94.81	0.93	-999.00	-999.00	-999.00	-999.00	-999	4.50	1.00	"6,26"
+Rodentia	Sciuridae	Tamias	minimus	44.15	0.97	2.30	1.46	-999.00	-999.00	-999	4.94	1.00	"1,16,26"
+Rodentia	Sciuridae	Tamias	cinereicollis	62.10	1.00	-999.00	1.33	-999.00	-999.00	-999	4.95	1.00	"1,11,14,26"
+Rodentia	Sciuridae	Tamias	quadrimaculatus	88.45	1.03	-999.00	-999.00	-999.00	11.14	-999	5.10	1.00	"1,11,23"
+Rodentia	Sciuridae	Tamias	amoenus	48.25	0.98	2.62	1.45	19.00	11.73	62	5.19	1.00	"1,6,7,23,26,29"
+Rodentia	Sciuridae	Tamias	sibiricus	85.00	1.14	4.00	1.30	-999.00	11.50	-999	4.85	1.14	"1,2,13"
+Rodentia	Sciuridae	Tamias	quadrivittatus	58.13	1.05	2.60	-999.00	-999.00	11.00	-999	4.42	1.50	"1,11"
+Rodentia	Sciuridae	Tamias	dorsalis	62.80	0.99	-999.00	-999.00	-999.00	-999.00	-999	5.16	1.50	"1,11"
+Rodentia	Sciuridae	Tamias	striatus	95.70	1.03	3.50	1.17	39.55	5.00	96	4.22	1.53	"1,2,8,13,23,29"
+Rodentia	Sciuridae	Tamiasciurus	douglasii	229.80	1.29	5.00	-999.00	-999.00	4.00	-999	9.78	1.50	"1,6,11"
+Rodentia	Sciuridae	Tamiasciurus	hudsonicus	194.50	1.22	7.00	2.06	83.75	11.24	120	4.20	1.67	"1,5,7,8,13,23,29"
+Rodentia	Sciuridae	Trogopterus	xanthipes	-999.00	2.71	-999.00	3.50	-999.00	22.00	144	1.55	-999.00	"1,2"
+Rodentia	Sciuridae	Xerus	erythropus	502.00	-999.00	-999.00	1.75	-999.00	6.00	72	3.75	-999.00	"1,2,13,16"
+Rodentia	Sciuridae	Xerus	inauris	588.00	1.54	20.00	1.73	-999.00	11.32	72	2.18	1.00	"1,2,16,23"
+Rodentia	Thryonomyidae	Thryonomys	gregorianus	1880.00	3.00	-999.00	-999.00	-999.00	-999.00	-999	-999.00	2.00	"1,16"
+Rodentia	Thryonomyidae	Thryonomys	swinderianus	3687.50	3.56	105.00	1.00	-999.00	10.94	52	3.83	2.33	"1,2,16,23,29"
+Scandentia	Tupaiidae	Tupaia	montana	283.00	1.65	11.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"1,2,16"
+Scandentia	Tupaiidae	Tupaia	minor	700.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.98	-999.00	"1,16"
+Scandentia	Tupaiidae	Tupaia	tana	797.00	-999.00	-999.00	1.02	-999.00	-999.00	-999	2.17	-999.00	"1,16"
+Scandentia	Tupaiidae	Tupaia	glis	159.00	1.52	12.94	1.17	100.00	4.53	149	2.44	-999.00	"1,2,23"
+Scandentia	Tupaiidae	Tupaia	belangeri	-999.00	1.50	10.00	1.17	-999.00	-999.00	-999	2.00	7.50	29
+Scandentia	Tupaiidae	Urogale	everetti	350.00	1.85	19.98	1.25	104.40	-999.00	138	1.63	-999.00	"1,2"
+Scandentia	Tupaiidae 	Ptilocercus	lowii	42.50	-999.00	10.00	-999.00	-999.00	-999.00	32	2.00	-999.00	"2,13"
+Sirenia	Dugongidae	Dugong	dugon	479500.00	12.21	27500.00	18.00	-999.00	112.93	876	1.00	0.22	"1,2,11,15,23,25"
+Sirenia	Dugongidae	Hydrodamalis	gigas	4000000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Sirenia	Trichechidae	Trichechus	senegalensis	500000.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2"
+Sirenia	Trichechidae	Trichechus	manatus	387500.00	9.94	28633.33	18.00	-999.00	49.31	528	1.00	0.37	"1,2,11,23,29"
+Sirenia	Trichechidae	Trichechus	inunguis	480000.00	10.25	12500.00	24.00	67500.00	36.00	150	1.00	0.50	"1,2,11"
+Tubulidentata	Orycteropodidae	Orycteropus	afer	60000.00	7.08	1734.00	3.37	6250.00	26.00	288	1.03	1.00	"1,2,29"
+Xenarthra	Bradypodidae	Bradypus	torquatus	3900.00	-999.00	-999.00	-999.00	-999.00	-999.00	144	1.00	-999.00	"2,13,16"
+Xenarthra	Bradypodidae	Bradypus	variegatus	4860.00	5.37	290.00	1.05	-999.00	37.42	-999	1.00	1.00	"1,2,3,4,16,23,29"
+Xenarthra	Bradypodidae	Bradypus	tridactylus	3770.00	4.63	-999.00	1.25	-999.00	3.53	480	1.00	1.00	"1,13,16,17"
+Xenarthra	Dasypodidae	Cabassous	centralis	2750.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.00	-999.00	"1,2,3"
+Xenarthra	Dasypodidae	Chaetophractus	nationi	2150.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	1.50	-999.00	"4,16"
+Xenarthra	Dasypodidae	Chaetophractus	villosus	2020.00	2.18	131.40	1.83	-999.00	9.00	282	1.65	1.00	"1,2,4"
+Xenarthra	Dasypodidae	Dasypus	kappleri	10150.00	-999.00	-999.00	-999.00	-999.00	-999.00	-999	2.00	-999.00	"3,16"
+Xenarthra	Dasypodidae	Dasypus	sabanicola	1150.00	3.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,3,18"
+Xenarthra	Dasypodidae	Dasypus	hybridus	1500.00	4.00	-999.00	-999.00	-999.00	-999.00	-999	4.00	-999.00	"1,16"
+Xenarthra	Dasypodidae	Dasypus	septemcinctus	1475.00	4.34	-999.00	-999.00	-999.00	9.00	-999	6.00	-999.00	"1,13,16"
+Xenarthra	Dasypodidae	Dasypus	novemcinctus	4300.00	4.36	66.33	4.50	-999.00	13.33	268	4.00	1.00	"1,2,3,11,13,17,23,26,29"
+Xenarthra	Dasypodidae	Euphractus	sexcinctus	4600.00	2.09	105.00	1.02	420.00	9.00	226	1.75	-999.00	"1,2,3,4,11,17,29"
+Xenarthra	Dasypodidae	Priodontes	maximus	50000.00	4.00	113.00	1.25	-999.00	10.50	156	1.50	-999.00	"1,2,4,16"
+Xenarthra	Dasypodidae	Tolypeutes	matacus	1225.00	4.75	99.00	1.72	-999.00	-999.00	-999	1.00	1.00	"1,4,13,16,29"
+Xenarthra	Dasypodidae	Zaedyus	pichiy	1500.00	2.00	105.00	1.50	-999.00	10.50	108	2.00	-999.00	"1,2,4"
+Xenarthra	Megalonychidae	Choloepus	hoffmanni	4750.00	9.41	387.25	0.69	-999.00	30.12	385	1.00	0.70	"1,2,16,23,29"
+Xenarthra	Megalonychidae	Choloepus	didactylus	6070.00	8.67	354.77	2.50	-999.00	36.00	333	1.50	1.00	"1,2,3,11,13,17,29"
+Xenarthra	Myrmecophagidae	Cyclopes	didactylus	5070.00	8.92	-999.00	5.00	-999.00	-999.00	-999	1.00	-999.00	"1,3,16"
+Xenarthra	Myrmecophagidae	Myrmecophaga	tridactyla	28500.00	6.19	1491.17	1.83	-999.00	39.00	310	1.00	1.17	"1,2,3,13,17,29"
+Xenarthra	Myrmecophagidae	Tamandua	tetradactyla	5030.00	5.22	-999.00	-999.00	-999.00	12.00	114	1.00	1.35	"1,2,3,13,16"
\ No newline at end of file
diff --git a/07-adv-model-infer/04-lesson/07-04-lesson.Rmd b/07-adv-model-infer/04-lesson/07-04-lesson.Rmd
new file mode 100644
index 0000000..362a53f
--- /dev/null
+++ b/07-adv-model-infer/04-lesson/07-04-lesson.Rmd
@@ -0,0 +1,502 @@
+---
+title: "Advanced Inference: 4 - Cross-Validation"
+output:
+  learnr::tutorial:
+    progressive: true
+    allow_skip: true
+runtime: shiny_prerendered
+---
+
+```{r setup, message=FALSE, warning=FALSE, include=FALSE}
+#devtools::install_github("rundel/learnrhash")
+
+library(learnr)
+library(tidyverse)
+library(openintro)
+library(grid)
+library(png)
+library(ggplot2)
+#library(emo)
+
+knitr::opts_chunk$set(echo = FALSE,
+                      fig.align = "center",
+                      fig.height = 3,
+                      fig.width = 5,
+                      message = FALSE,
+                      warning = FALSE)
+
+tutorial_options(exercise.eval = FALSE)
+
+# Hash generation helpers
+# Should ideally be loaded from the imstutorials package when it exists
+is_server_context <- function(.envir) {
+  # We are in the server context if there are the follow:
+  # * input - input reactive values
+  # * output - shiny output
+  # * session - shiny session
+  #
+  # Check context by examining the class of each of these.
+  # If any is missing then it will be a NULL which will fail.
+  
+  inherits(.envir$input, "reactivevalues") &
+    inherits(.envir$output, "shinyoutput") &
+    inherits(.envir$session, "ShinySession")
+}
+
+check_server_context <- function(.envir) {
+  if (!is_server_context(.envir)) {
+    calling_func <- deparse(sys.calls()[[sys.nframe() - 1]])
+    err <- paste0("Function `", calling_func, "`", " must be called from an Rmd chunk where `context = \"server\"`")
+    stop(err, call. = FALSE)
+  }
+}
+encoder_logic <- function(strip_output = FALSE) {
+  p <- parent.frame()
+  check_server_context(p)
+  # Make this var available within the local context below
+  assign("strip_output", strip_output, envir = p)
+  # Evaluate in parent frame to get input, output, and session
+  local(
+    {
+      encoded_txt <- shiny::eventReactive(
+        input$hash_generate,
+        {
+          # shiny::getDefaultReactiveDomain()$userData$tutorial_state
+          state <- learnr:::get_tutorial_state()
+          shiny::validate(shiny::need(length(state) > 0, "No progress yet."))
+          shiny::validate(shiny::need(nchar(input$name) > 0, "No name entered."))
+          shiny::validate(shiny::need(nchar(input$studentID) > 0, "Please enter your student ID"))
+          user_state <- purrr::map_dfr(state, identity, .id = "label")
+          user_state <- dplyr::group_by(user_state, label, type, correct)
+          user_state <- dplyr::summarize(
+            user_state,
+            answer = list(answer),
+            timestamp = dplyr::first(timestamp),
+            .groups = "drop"
+          )
+          user_state <- dplyr::relocate(user_state, correct, .before = timestamp)
+          user_info <- tibble(
+            label = c("student_name", "student_id"),
+            type = "identifier",
+            answer = as.list(c(input$name, input$studentID)),
+            timestamp = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z", tz = "UTC")
+          )
+          learnrhash::encode_obj(bind_rows(user_info, user_state))
+        }
+      )
+      output$hash_output <- shiny::renderText(encoded_txt())
+    },
+    envir = p
+  )
+}
+
+hash_encoder_ui <- {
+  shiny::div("If you have completed this tutorial and are happy with all of your", "solutions, please enter your identifying information, then click the button below to generate your hash", textInput("name", "What's your name?"), textInput("studentID", "What is your student ID?"), renderText({
+    input$caption
+  }), )
+}
+```
+
+## Welcome
+
+In this tutorial, you'll learn about cross-validation, a set of methods for characterizing the ability of a given model to generalize to new data and perform well in practice. 
+
+## Cross-validation on demographic data
+
+To start, let's go back to the academic advisor's career data from her former students. We have the following data on 16 recent graduates: 
+
+- `income` - annual income, in tens of thousands of USD
+- `experience` - years of work experience
+- `gender` - factor indicating gender 
+
+Here's what a scatterplot of the data looks like:
+
+```{r, echo=FALSE}
+inc <- c(43, 48, 52, 70, 61, 83, 96, 100,
+         36, 40, 39, 44, 46, 49, 50, 53) 
+exp <- c(1, 2, 4, 6, 5, 3, 8, 10,
+         1, 3, 2, 5, 8, 6, 7, 10)
+gen <- c("male", "male", "male", "male", "male", "male", "male", "male",
+         "female", "female", "female", "female", "female", "female", "female", 
+         "female")
+
+data <- data.frame(inc, exp, gen)
+colnames(data) <- c("income", "experience", "gender")
+
+ggplot(data=data, aes(y=income, x=experience, col=gender)) +
+  geom_point()
+```
+###
+
+Recall that we fit two models to this dataset: one standard linear model for income vs expertise and gender, and one with an interaction term between experience and gender. Let's use cross-validation to test the performance of each model. Hopefully we should confirm our results from before that the model with interactions does best. 
+
+###
+
+To perform cross-validation, we must take our original dataset of 16 graduates and choose a subset of the samples to hold out. Since we have a fairly small dataset, let's use $k=1$ for the number of holdout samples. The cross-validation procedure goes like this:
+
+1. From the full dataset $D$, select $k$ sample(s) to set aside in a validation set $V$
+2. Fit the models `m1` and `m2` on the set $D / V$ (D minus V)
+3. Make predictions on the sample(s) in $V$ and record the model performance
+4. Repeat steps 1-3 until every sample in $D$ has been used in the validation set
+
+For this analysis, we'll use the _cross-validation SSE_ to measure each model's performance. If $\hat y_{cv}$ is the prediction made by the model fit on the cross-validation set and $y$ is the true value, then the CV-SSE is given by 
+
+$$\text{CV-SSE} = \sum_{i=1}^n(\hat y_{cv,i} -y_i)^2$$
+
+###
+
+Let's write a function to do this:
+
+```{r, echo=TRUE}
+crossVal <- function(data, k=1) {
+  
+  # Number of repetitions
+  K <- nrow(data) / k
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- fold
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- lm(data=DminusV, income ~ experience + gender)
+    
+    # Fit model 2 with interactions
+    m2 <- lm(data=DminusV, income ~ experience + gender + experience:gender)
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+  }
+  return(results)
+}
+
+crossVal(data=data, k=1)
+```
+
+```{r mc1}
+question("Based on the CV-SSE, which model do you think performs better?",
+         answer("m1, the model without interactions"),
+         answer("m2, the model with interactions", correct=TRUE),
+         answer("They have about the same performance"),
+         answer("Not sure"))
+```
+
+
+## Your turn!
+
+We return to the ice cream consumption dataset from Lesson 7.1. Recall what the dataset looks like, for the variables
+
+- `cons` - ice cream consumption
+- `temp` - outdoor temperature
+- `income` - average neighborhood income
+- `price` - ice cream price
+
+```{r}
+icecream <- read.csv("data/icecream.csv")
+head(icecream)
+```
+
+Recall that we first fit a model without interactions, like so:
+
+$y = \beta_0 + \beta_{\rm temp}x_{\rm temp} + \beta_{\rm price}x_{\rm price} + \beta_{\rm income}x_{\rm income} + residuals$
+
+And then a model with an interaction term on the ice cream price and neighborhood income:
+
+$y = \beta_0 + \beta_{\rm temp}x_{\rm temp} + \beta_{\rm price}x_{\rm price} + \beta_{\rm income}x_{\rm income} + \beta_{\rm price:income}x_{\rm price}x_{\rm income} + residuals$
+
+This time we have a few more observations (30 instead of 16), so let's try performing cross-validation with $k=3$ points in our validation set $V$. 
+
+###
+
+```{r mc2}
+question("For the full dataset of 30 observations and k=3 in each validation set, what will be the size of our training set D minus V?",
+         answer("3"),
+         answer("10"),
+         answer("27", correct=TRUE),
+         answer("Not sure"))
+```
+
+###
+
+```{r mc3}
+question("How many times will we repeat the cross-validation process until every point has been used for validation and for training?",
+         answer("3"),
+         answer("10", correct=TRUE),
+         answer("27"),
+         answer("Not sure"))
+```
+
+###
+
+### Cross-validation on the icecream data
+
+Modify the following function to perform cross-validation on the icecream data, with the no-interaction and interaction models we recalled above.
+
+```{r ex1, exercise=TRUE}
+crossValIce <- function(data, k) {
+  
+  # Number of repetitions (Hint: check the MC question above)
+  K <- _____
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  last_idx <- 1
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- _____
+    
+    # Hint: if you're having trouble figuring out the line above, try 
+    # uncommenting this and playing with subsetting the indices
+    # print(val_idx)
+    #
+    # Hint: think about what indices you want in each fold:
+    # 1 2 3
+    # 4 5 6
+    # ...
+    # 28 29 30
+    # 
+    # Hint: try using last_idx
+    
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- _____
+    
+    # Fit model 2 with interactions
+    m2 <- _____
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+    
+    # Update the last index used in validation
+    last_idx <- last_idx + k
+  }
+  return(results)
+}
+```
+
+```{r ex1-hint-1}
+crossValIce <- function(data, k) {
+  
+  # Number of repetitions (Hint: check the MC question above)
+  K <- _____
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  last_idx <- 1
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- _____
+    
+    # Hint: if you're having trouble figuring out the line above, try 
+    # uncommenting this and playing with subsetting the indices:
+    # print(val_idx)
+    
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- _____
+    
+    # Fit model 2 with interactions
+    m2 <- _____
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+    
+    # Update the last index used in validation
+    last_idx <- last_idx + k
+  }
+  return(results)
+}
+```
+
+```{r ex1-hint-2}
+crossValIce <- function(data, k) {
+  
+  # Number of repetitions (Hint: check the MC question above)
+  K <- _____
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  last_idx <- 1
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- _____
+    
+    # Hint: if you're having trouble figuring out the line above, try 
+    # uncommenting this and playing with subsetting the indices
+    # print(val_idx)
+    #
+    # Hint: think about what indices you want in each fold:
+    # 1 2 3
+    # 4 5 6
+    # ...
+    # 28 29 30
+    
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- _____
+    
+    # Fit model 2 with interactions
+    m2 <- _____
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+    
+    # Update the last index used in validation
+    last_idx <- last_idx + k
+  }
+  return(results)
+}
+```
+
+```{r ex1-hint-3}
+crossValIce <- function(data, k) {
+  
+  # Number of repetitions (Hint: check the MC question above)
+  K <- _____
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  last_idx <- 1
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- _____
+    
+    # Hint: if you're having trouble figuring out the line above, try 
+    # uncommenting this and playing with subsetting the indices
+    # print(val_idx)
+    #
+    # Hint: think about what indices you want in each fold:
+    # 1 2 3
+    # 4 5 6
+    # ...
+    # 28 29 30
+    # 
+    # Hint: try using last_idx
+    
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- _____
+    
+    # Fit model 2 with interactions
+    m2 <- _____
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+    
+    # Update the last index used in validation
+    last_idx <- last_idx + k
+  }
+  return(results)
+}
+```
+
+```{r ex1-solution}
+crossValIce <- function(data, k) {
+  
+  # Number of repetitions
+  K <- nrow(data) / k
+
+  # Matrix of results
+  results <- matrix(nrow=K, ncol=3)
+  colnames(results) <- c("fold", "m1-SSE", "m2-SSE")
+  
+  last_idx <- 1
+  
+  for(fold in 1:K) {   
+    # Select the row 
+    val_idx <- last_idx : (last_idx+k-1) 
+    V <- data[c(val_idx),]          # Construct the validation set
+    DminusV <- data[-c(val_idx),]   # Construct the training set
+
+    # Fit model 1 without interactions
+    m1 <- lm(data=icecream, cons ~ temp + price + income)
+    
+    # Fit model 2 with interactions
+    m2 <- lm(data=icecream, cons ~ temp + price + income + price:income)
+    
+    # Compute the CV-SSE:
+    m1_cvsse <- mean((m1$residuals)**2)
+    m2_cvsse <- mean((m2$residuals)**2)
+    
+    # Add the results to the dataframe
+    results[fold,] <- c(fold, m1_cvsse, m2_cvsse)
+    
+    # Update the last index used in validation
+    last_idx <- last_idx + k
+  }
+  return(results)
+}
+```
+
+Now run the function on the icecream data for $k=3$:
+
+```{r ex2, exercise=TRUE}
+```
+
+```{r ex2-solution}
+crossValIce(data=icecream, k=3)
+```
+
+```{r mc4}
+question("Based on the CV-SSE, which model do you think performs better on the icecream data?",
+         answer("m1, the model without interactions"),
+         answer("m2, the model with interactions", correct=TRUE),
+         answer("They have about the same performance"),
+         answer("Not sure"))
+```
+
+
+## Submit
+
+```{r, echo=FALSE, context="server"}
+encoder_logic()
+```
+
+```{r encode, echo=FALSE}
+learnrhash::encoder_ui(ui_before = hash_encoder_ui)
+```
diff --git a/07-adv-model-infer/04-lesson/data/icecream.csv b/07-adv-model-infer/04-lesson/data/icecream.csv
new file mode 100644
index 0000000..eeb7f03
--- /dev/null
+++ b/07-adv-model-infer/04-lesson/data/icecream.csv
@@ -0,0 +1,31 @@
+rownames,cons,income,price,temp
+1,0.386,78,0.27,41
+2,0.374,79,0.282,56
+3,0.393,81,0.277,63
+4,0.425,80,0.28,68
+5,0.406,76,0.272,69
+6,0.344,78,0.262,65
+7,0.327,82,0.275,61
+8,0.288,79,0.267,47
+9,0.269,76,0.265,32
+10,0.256,79,0.277,24
+11,0.286,82,0.282,28
+12,0.298,85,0.27,26
+13,0.329,86,0.272,32
+14,0.318,83,0.287,40
+15,0.381,84,0.277,55
+16,0.381,82,0.287,63
+17,0.47,80,0.28,72
+18,0.443,78,0.277,72
+19,0.386,84,0.277,67
+20,0.342,86,0.277,60
+21,0.319,85,0.292,44
+22,0.307,87,0.287,40
+23,0.284,94,0.277,32
+24,0.326,92,0.285,27
+25,0.309,95,0.282,28
+26,0.359,96,0.265,33
+27,0.376,94,0.265,41
+28,0.416,96,0.265,52
+29,0.437,91,0.268,64
+30,0.548,90,0.26,71
\ No newline at end of file
diff --git a/07-adv-model-infer/05-lesson/07-05-lesson.Rmd b/07-adv-model-infer/05-lesson/07-05-lesson.Rmd
new file mode 100644
index 0000000..8d73e56
--- /dev/null
+++ b/07-adv-model-infer/05-lesson/07-05-lesson.Rmd
@@ -0,0 +1,393 @@
+---
+title: "Advanced Inference: 5 - Case Study: Logistic Regression for Low Birthweights in Nepal"
+output:
+  learnr::tutorial:
+    progressive: true
+    allow_skip: true
+runtime: shiny_prerendered
+---
+
+```{r setup, message=FALSE, warning=FALSE, include=FALSE}
+#devtools::install_github("rundel/learnrhash")
+
+library(learnr)
+library(tidyverse)
+library(openintro)
+library(grid)
+library(png)
+library(ggplot2)
+#library(emo)
+
+knitr::opts_chunk$set(echo = FALSE,
+                      fig.align = "center",
+                      fig.height = 3,
+                      fig.width = 5,
+                      message = FALSE,
+                      warning = FALSE)
+
+tutorial_options(exercise.eval = FALSE)
+
+# Hash generation helpers
+# Should ideally be loaded from the imstutorials package when it exists
+is_server_context <- function(.envir) {
+  # We are in the server context if there are the follow:
+  # * input - input reactive values
+  # * output - shiny output
+  # * session - shiny session
+  #
+  # Check context by examining the class of each of these.
+  # If any is missing then it will be a NULL which will fail.
+  
+  inherits(.envir$input, "reactivevalues") &
+    inherits(.envir$output, "shinyoutput") &
+    inherits(.envir$session, "ShinySession")
+}
+
+check_server_context <- function(.envir) {
+  if (!is_server_context(.envir)) {
+    calling_func <- deparse(sys.calls()[[sys.nframe() - 1]])
+    err <- paste0("Function `", calling_func, "`", " must be called from an Rmd chunk where `context = \"server\"`")
+    stop(err, call. = FALSE)
+  }
+}
+encoder_logic <- function(strip_output = FALSE) {
+  p <- parent.frame()
+  check_server_context(p)
+  # Make this var available within the local context below
+  assign("strip_output", strip_output, envir = p)
+  # Evaluate in parent frame to get input, output, and session
+  local(
+    {
+      encoded_txt <- shiny::eventReactive(
+        input$hash_generate,
+        {
+          # shiny::getDefaultReactiveDomain()$userData$tutorial_state
+          state <- learnr:::get_tutorial_state()
+          shiny::validate(shiny::need(length(state) > 0, "No progress yet."))
+          shiny::validate(shiny::need(nchar(input$name) > 0, "No name entered."))
+          shiny::validate(shiny::need(nchar(input$studentID) > 0, "Please enter your student ID"))
+          user_state <- purrr::map_dfr(state, identity, .id = "label")
+          user_state <- dplyr::group_by(user_state, label, type, correct)
+          user_state <- dplyr::summarize(
+            user_state,
+            answer = list(answer),
+            timestamp = dplyr::first(timestamp),
+            .groups = "drop"
+          )
+          user_state <- dplyr::relocate(user_state, correct, .before = timestamp)
+          user_info <- tibble(
+            label = c("student_name", "student_id"),
+            type = "identifier",
+            answer = as.list(c(input$name, input$studentID)),
+            timestamp = format(Sys.time(), "%Y-%m-%d %H:%M:%S %Z", tz = "UTC")
+          )
+          learnrhash::encode_obj(bind_rows(user_info, user_state))
+        }
+      )
+      output$hash_output <- shiny::renderText(encoded_txt())
+    },
+    envir = p
+  )
+}
+
+hash_encoder_ui <- {
+  shiny::div("If you have completed this tutorial and are happy with all of your", "solutions, please enter your identifying information, then click the button below to generate your hash", textInput("name", "What's your name?"), textInput("studentID", "What is your student ID?"), renderText({
+    input$caption
+  }), )
+}
+```
+
+
+## Welcome
+
+In this tutorial, you'll learn about logistic regression through a case study. The following data contains observations of infants' birth weights from July 2018 to March 2019 at a health facility in Nepal (source: K.C. et. al., 2020). Low birth weight for an infant is defined as less than 2500 grams, and is a crucial indicator of maternal health, poverty, and future health of the child. The variables are:
+
+- `birthWeight` - weight of the infant at birth, in grams
+- `smoking` - indicator for whether the mother smoked during pregnancy: 0 (no) or 1 (yes)
+- `motherWeight2` - the mother's weight at her 2nd trimester visit to the care facility, in kg
+- `motherWeight3` - the mother's weight at her 3rd trimester visit to the care facility, in kg
+
+You want to determine which other health factors are correlated with low birthweight. 
+
+```{r}
+# Data pre-processing:
+#birthweights <- read_sav("pone.0234907.s001.sav")
+#birthweights <- data.frame(birthweights$BIRTHWEI, birthweights$SMOKINGH, birthweights$WEIGHTMO_1, #birthweights$WEIGHTM1_3)
+#colnames(birthweights) <- c("birthWeight", "smoking", "motherWeight2", "motherWeight3")
+#write.csv(birthweights, "~/bu/grad/teaching/LCT/MA214/MA214-tutorials/07-adv-model-infer/birthweights.csv", row.names=FALSE)
+```
+
+```{r}
+# Load data and display the first 10 rows:
+birthweights <- read.csv("data/birthweights.csv", header=TRUE)
+head(birthweights)
+```
+
+
+## Processing and exploring birthweight data
+
+Before we proceed, we'll need to process the data and compute the variables needed for our analysis. First, let's create an indicator variable for whether the infant had a low birthweight. How would you compute this using the `birthWeight` column?
+
+```{r ex1, exercise=TRUE}
+birthweights$low <- as.numeric(____)
+```
+
+```{r ex1-solution}
+birthweights$low <- as.numeric(birthweights$birthWeight <= 2500)
+```
+
+And now compute the difference between the mother's third trimester weight and second trimester weight:
+
+```{r ex2, exercise=TRUE}
+birthweights$weightChange <- ____
+```
+
+```{r ex2-solution}
+birthweights$weightChange <- birthweights$motherWeight3 - birthweights$motherWeight2
+```
+
+```{r, echo=FALSE}
+# need this or the document won't knit
+birthweights$low <- as.numeric(birthweights$birthWeight <= 2500)
+birthweights$weightChange <- birthweights$motherWeight3 - birthweights$motherWeight2
+```
+###
+
+Now we have what we need to explore the data. Graph the indicator variable `low` vs the mother's weight change, and color the points by whether the mother was smoking during pregnancy:
+
+```{r ex3, exercise=TRUE}
+ggplot(data=birthweights, aes(x=____, y=____, color=____)) +
+  geom_point(alpha=0.6)  # alpha=0.6 to make the points easier to see when they overlap
+```
+
+```{r ex3-solution}
+ggplot(data=birthweights, aes(x=weightChange, y=low, color=as.factor(smoking))) +
+  geom_point(alpha=0.6)
+```
+
+###
+
+It looks like we have a binary response variable here, with one covariate. You may recall a similar setup in Tutorial 3.9, where we first covered logistic regression. We'll do a bit of review in the next section.
+
+
+## Review: Logistic Regression
+
+Recall from Tutorial 3.9 that logistic regression models a binary response, specifically the probability of a "success" or "failure." In this case, if $Y_i \sim {\rm Bernoulli}(p_i)$ is the indicator for whether an infant has a low birthweight, then we have
+
+$$ \mathbb{P}(Y_i=1)=p_i \quad\quad\text{and}\quad\quad \mathbb{P}(Y_i=0)=1-p_i$$
+where we are careful to consider whether $p_i$ might be different for each case, given the other health, environmental, and social factors that affect pregnancy and birth. 
+
+###
+
+```{r mc-1}
+question("What is the expectation of Y_i as modeled above?",
+         answer("0"),
+         answer("p_i", correct=TRUE),
+         answer("1-p_i"),
+         answer("Not sure"))
+```
+
+###
+
+```{r mc-2}
+question("What is the variance of Y_i as modeled above?",
+         answer("1"),
+         answer("p_i"),
+         answer("p_i(1-p_i)", correct=TRUE),
+         answer("Not sure"))
+```
+
+
+## Odds and log-odds
+
+Recall that the logistic function is given by
+
+$$f(t) = \frac{e^t}{1+e^t}$$
+
+###
+
+and when we perform logistic regression, we model the data as
+
+$$\mathbb{E}[Y_i] = p_i = \frac{e^{\beta_0 + \beta_1 X_{i,1} + \beta_2 X_{i,2}}}{1 + e^{\beta_0 + \beta_1 X_{i,1} + \beta_2 X_{i,2}}}$$
+or equivalently,
+
+$$ \frac{p_i}{1-p_i} = e^{\beta_0 + \beta_1 X_{i,1} + \beta_2 X_{i,2}}$$
+
+### 
+
+The quantity on the left-hand side is called "odds." In words, it indicates how much more likely an event occurring is than it not occurring. For some examples of how this works concretely, check out the table below:
+
+
+```{r table1, echo=FALSE, message=FALSE, warnings=FALSE, results='asis'}
+tabl <- "
+| Odds Ratio    |                 Interpretation                       |
+|---------------|:----------------------------------------------------:|
+| < 1           | Event is more likely to not occur than to occur      |
+| = 1           | p=0.5, event is equally likely to occur or not occur |
+| > 1           | Event is more likely to occur than to not occur      |
+"
+cat(tabl) # output the table
+```
+
+###
+
+While odds are a useful concept, they can be hard to work with in modeling contexts. Consider how you might interpret the coefficients $\beta_j$ from a model using the odds function above: you'd have to take into account the exponential. On the other hand, if we take the logarithm of the odds function, we get (predictably) a log-odds function:
+
+$$ {\rm log} \biggl( \frac{p_i}{1-p_i} \biggr) = \beta_0 + \beta_1 X_{i,1} + \beta_2 X_{i,2}$$
+
+###
+
+Log-odds is symmetric around zero, which makes interpreting coefficients a bit more intuitive. Moreover, now we have our linear model directly on the right-hand side. Unfortunately, as we explored in Tutorial 3.9, the scale of the log-odds function is not a natural one for interpretation, so we need to take care when comparing values. 
+
+A revised table interpreting both odds and log-odds values looks like this:
+
+```{r table2, echo=FALSE, message=FALSE, warnings=FALSE, results='asis'}
+tabl <- "
+| Odds Ratio    | Log-odds |                 Interpretation                       |
+|---------------|----------|:----------------------------------------------------:|
+| < 1           |   < 0    | Event is more likely to not occur than to occur      |
+| = 1           |   = 0    | p=0.5, event is equally likely to occur or not occur |
+| > 1           |   > 0    | Event is more likely to occur than to not occur      |
+"
+cat(tabl) # output the table
+```
+
+###
+
+And here we have a plot of the values of p, odds, and log-odds:
+
+```{r, echo=FALSE}
+library(gridExtra)
+
+p <- seq(from=0.0001, to=1, length.out=100)
+odds_data <- data.frame(p)
+odds_data$odds <- (odds_data$p)/(1-odds_data$p)
+odds_data$logOdds <- log(odds_data$odds)
+
+#head(odds_data)
+plot1 <- ggplot(data=odds_data, aes(x=p, y=p)) + geom_line()
+plot2 <- ggplot(data=odds_data, aes(x=p, y=odds)) + geom_line()
+plot3 <- ggplot(data=odds_data, aes(x=p, y=logOdds)) + geom_line()
+
+grid.arrange(plot1, plot2, plot3)
+```
+
+Notice how both the odds and log-odds increase with p, but the log-odds has a more moderate curve and is symmetric around 0. 
+
+###
+
+```{r mc-3}
+question("For p=0.4, what are the odds?",
+         answer("0.67", correct=TRUE),
+         answer("1.5"),
+         answer("0.6"),
+         answer("Not sure"))
+```
+
+```{r mc-4}
+question("For p=0.4, what are the log-odds?",
+         answer("-0.22"),
+         answer("0.17"),
+         answer("-0.17", correct=TRUE),
+         answer("Not sure"))
+```
+
+
+## Modeling Low Birthweight
+
+Now we have the tools needed to model low birthweight outcomes with logistic regression. Using the `glm` function in R, fit a model with a Binomial link function. 
+
+```{r ex4, exercise=TRUE}
+logReg <- glm(data=birthweights, formula=____, family=____)
+summary(logReg)
+```
+
+```{r ex4-solution}
+logReg <- glm(data=birthweights, formula=low~smoking + weightChange, 
+              family=binomial)
+summary(logReg)
+```
+
+```{r, echo=FALSE}
+# need this or the document won't knit
+logReg <- glm(data=birthweights, formula=low~smoking + weightChange, 
+              family=binomial)
+```
+
+###
+
+Let's see how we might interpret the coefficients. Recall that logistic regression is based on the log-odds function, so we still have a logarithm on the left-hand side of the equation. What happens when we take ${\rm exp}\{...\}$ of the model?
+
+```{r, include=TRUE, echo=TRUE}
+coef(logReg)         # original model coefficients, log-odds scale
+exp(coef(logReg))    # take exp() to convert to odds scale
+```
+
+```{r mc-5}
+question("According to our model, what are the odds of low birthweight for an infant whose mother smoked during pregnancy? Assume her weight change was 0 kg, so we control for that variable.",
+         answer("The odds of low birthweight increased by a factor of 1.5 if the mother smoked during pregnancy."),
+         answer("The odds of low birthweight decreased by a factor of 0.9 if the mother smoked during pregnancy."),
+         answer("The odds of low birthweight increased by a factor of 4.5 if the mother smoked during pregnancy.", correct=TRUE),
+         answer("Not sure"))
+```
+
+###
+
+In addition to the odds and log-odds, we can also recover the estimated probabilities from our model. For example, let's say we have a mother whose weight decreased by 2 kg during pregnancy, but did not smoke. What is the estimated probability that the infant will have a low birthweight?
+
+###
+
+From our model coefficients, we have:
+
+$$ e^{4.53*0 - 0.94*2} = e^{-1.88} = \frac{p}{1-p} $$
+Solving for p gives us:
+
+$$ e^{-1.88}(1-p) = p $$
+$$ e^{-1.88} - pe^{-1.88} = p $$
+
+$$ \frac{e^{-1.88}}{1+e^{-1.88}} = p = 0.13$$
+
+So according to our model, a moderate loss of weight between the 2nd and 3rd trimesters, barring other factors, is correlated with a low probability of low birthweight of the infant. 
+
+## Taking Care with Model Interpretations
+
+For reasons we'll see more clearly below, we should be careful when interpreting our model results. 
+
+### 
+
+First, let's examine the relationship between smoking during pregnancy and low birthweight. It turns out that the dataset used did not have many examples of mothers who smoked during pregnancy: just 8 out of 369 did - and of those, 6 of the infants had a low birthweight: 
+
+```{r, echo=TRUE, include=TRUE}
+# Count the number of rows where the smoking indicator variable = 1:
+sum(birthweights$smoking)
+
+# Let's see those rows:
+birthweights[birthweights$smoking==1,]
+```
+
+This small segment of outcomes is likely skewing the results. 
+
+### 
+
+On the other hand, what about the weight change variable? Our model says that for each +1 kg gained (weightChange$>0$), the infant's odds of a low birthweight increased by a factor of 0.9. But that doesn't sound quite right: gestating mothers are usually told that weight gain during pregnancy is healthy and aids in the fetus' development during gestation ([CDC, May 2024](https://www.cdc.gov/maternal-infant-health/pregnancy-weight/index.html)). What else might be going on?
+
+###
+
+It's a bit of a trick question. The `birthweights` data we've analyzed here is actually a subset of a larger dataset which included several other variables. The source study, published in PLoS One, found that three other factors were significant predictors of low birthweight: having a firewood or kerosene kitchen in the home, low iron intake during pregnancy, and pre-term birth (K.C. et. al., 2020). In short, there are other factors affecting low birthweight that we did not measure in this case study. 
+
+###
+
+Reference for the birthweights data and study results:
+
+K. C. A., Basel P. L., Singh S. Low birth weight and its associated risk factors: Health facility-based case-control study. PLoS One. 2020 Jun 22;15(6):e0234907. doi: 10.1371/journal.pone.0234907. PMID: 32569281; PMCID: PMC7307746.
+
+
+## Submit
+
+```{r, echo=FALSE, context="server"}
+encoder_logic()
+```
+
+```{r encode, echo=FALSE}
+learnrhash::encoder_ui(ui_before = hash_encoder_ui)
+```
diff --git a/07-adv-model-infer/05-lesson/data/birthweights.csv b/07-adv-model-infer/05-lesson/data/birthweights.csv
new file mode 100644
index 0000000..4d2048b
--- /dev/null
+++ b/07-adv-model-infer/05-lesson/data/birthweights.csv
@@ -0,0 +1,370 @@
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diff --git a/07-adv-model-infer/index.Rmd b/07-adv-model-infer/index.Rmd
new file mode 100644
index 0000000..5a1446a
--- /dev/null
+++ b/07-adv-model-infer/index.Rmd
@@ -0,0 +1,45 @@
+---
+title: "Advanced Inferential Modeling"
+output: html_document
+---
+
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(echo = TRUE)
+```
+
+<img style="float: right; margin: 0px 0px 20px 20px" src="../logo/openintro-hex.png" alt="Tutorial illustration" width="250" height="300">
+
+## Tutorial description
+
+***TODO: write***
+
+## Learning objectives
+
+***TODO: write***
+
+## Lessons
+
+### 1 - [Interactions](https://openintro.shinyapps.io/ims-07-adv-model-infer-01/)
+
+***TODO: write***
+
+### 2 - [Nonlinear Regression](https://openintro.shinyapps.io/ims-07-adv-model-infer-02/)
+
+***TODO: write***
+
+### 3 - [Inference and Prediction](https://openintro.shinyapps.io/ims-07-adv-model-infer-03/)
+
+***TODO: write***
+
+### 4 - [Cross-Validation](https://openintro.shinyapps.io/ims-07-adv-model-infer-04/)
+
+***TODO: write***
+
+### 5 - [Case Study: Logistic Regression for Low Birthweights in Nepal](https://openintro.shinyapps.io/ims-07-adv-model-infer-05/)
+
+***TODO: write***
+
+
+## Instructor
+
+***TODO: write***
\ No newline at end of file