Data Source: https://www.epa.gov/smartgrowth/smart-location-mapping#walkability

More Information on Dataset: https://www.epa.gov/sites/default/files/2021-06/documents/national_walkability_index_methodology_and_user_guide_june2021.pdf

A large body of research has demonstrated that land use and urban form can have a significant effect on transportation outcomes. The EPA developed three data products that consistently measure the built environment and transit accessibility of neighborhoods across metropolitan regions and across the United States. Each product summarizes the characteristics of census block groups. Users can download data, browse the data in interactive maps, or access the data through web services.

For this project, the original data source came in a csv format. I ran analyses on the data, while merging it with spatial data retrieved from external sources, to then build interactive maps for each spatial unit. The user can click on various locations around Charlottesville and the Easternshore region to look at the walkability of those areas.

National Walkability Index

The National Walkability Index is a nationwide geographic data resource that ranks block groups according to their relative walkability. The Index is based on measures of the built environment that affect the probability of whether people walk as a mode of transportation: street intersection density, proximity to transit stops, and diversity of land uses.

The dataset includes walkability scores for all block groups as well as the underlying attributes that are used to rank the block groups. The walkability scores are calculated based on a simple formula that ranks selected indicators from the Smart Location Database that have been demonstrated to affect the propensity of walk trips.

Currently, the National Walkability Index dataset ranks each block group relative to all other block groups in the United States, but individuals can use downloadable data and the "how-to" document to construct an index for a smaller universe of block groups, like a state, metropolitan area, or city.

Original Data

This is what the original dataset looked like before modification. In a seperate generative file, I filtered out the most important variables that contributed to the calculations of the Walkability Index for the regions of interest (Albemarle, Fluvanna, Greene, Louisa, Nelson Counties, and Charlottesville city). The variables used in the analysis are listed below along with their descriptions.

Variable Description

  • D3B [Street intersection density (pedestrian-oriented intersections). Higher intersection density is correlated with more walk trips.]

  • D4A [Predicted commute mode split - proportion of workers in the block group who carpool. (replaced -99999.00 with NA)]

  • D2B_E8MIXA [The mix of employment types in a block group (such as retail, office, or industrial). Higher values correlate with more walk trips.]

  • D2A_EPHHM [The mix of employment types and occupied housing. A block group with a diverse set of employment types (such as office, retail, and service) plus a large quantity of occupied housing units will have a relatively high value. Higher values correlate with more walk trips.]

  • D2A_Ranked [Resulting rank of block group for D2A_EPHHM within all block groups. Range from 1-20, higher ranks indicate more walk trip likelihood.]

  • D2B_Ranked [Resulting rank of block group for D2B_E8MIXA within all block groups. Range from 1-20, higher ranks indicate more walk trip likelihood.]

  • D3B_Ranked [Resulting rank of block group for D3B within all block groups. Range from 1-20, higher ranks indicate more walk trip likelihood.]

  • D4A_Ranked [Resulting rank of block group for D4A within all block groups. Range from 1-20, higher ranks indicate more walk trip likelihood.]

  • NatWalkInd [National Walkability Index score. Calculated by weighted formula using results of indicator rank scores.]

EPA's "National Walkability Index Methodology and User Guide" explains how the Walkability Scores were calculated. The scores are then divided into 4 categories, which I utilized later in the Walkability Maps to showcase the % of Tracts/Blockgroups within the larger spatial units.

library(tidyverse)
library(knitr)
library(ggplot2)
library(stargazer)
library(tidycensus)
library(stringr)
library(sf)
library(leaflet)
cville_walkability <- read.csv("cville_walk.csv")
east_blkgps <- readRDS("Easternshore_Tree/eastshore_blkgps.RDS")
cville_blkgps <- readRDS("Cville_Tree/cville_blkgps.RDS")
cvillefips <- c("540", "003", "065", "079", "109", "125", "001", "131")

Analysis

National Walkability Index score. Calculated by weighted formula using results of indicator rank scores.

County

Bar Graph of Walkability Scores

This series of bargraphs showcase the Walkability Scores for individual Tracts within each County.

cville_walk%>%
  ggplot(aes(x = NatWalkInd)) + 
    geom_histogram() + 
    facet_wrap(~COUNTYFP)+
    theme(strip.background = element_blank())

Mean National Walkability Index

Collapsing the previously shown bargraph into a simple comparison of mean Walkability Scores for each County.

i = cville_walk$COUNTYFP
means = c()
for ( i in cvillefips){
  means[[i]] <- cville_walk %>%
    filter(COUNTYFP ==i)%>%
    ungroup()%>%
    select(NatWalkInd)%>%
  st_drop_geometry()%>%
  unlist()%>%
  as.numeric()%>%
      mean()%>%
    round(3)
  means <- as.data.frame(means)
}
540 003 065 079 109 125 001 131
Mean_NatWalkInd 14.239 7.97 5.103 5.333 4.729 4.93 4.755 5.345

Summary Statistics

## 
## Summary Statistics 540
## ==============================================
## Statistic   Mean  St. Dev.  Min  Median  Max  
## ----------------------------------------------
## D3B        113.82  55.76   31.83 106.94 275.58
## D4A        375.19  223.27  0.00  325.89 873.07
## D2B_E8MIXA  0.53    0.24   0.03   0.58   0.95 
## D2A_EPHHM   0.55    0.24   0.12   0.60   0.90 
## D2A_Ranked 11.84    6.25     2     13     20  
## D2B_Ranked 10.62    6.18     1     11     20  
## D3B_Ranked 14.43    3.39     8     15     20  
## D4A_Ranked 17.05    2.24    13     17     20  
## NatWalkInd 14.24    2.66   9.67  14.00  20.00 
## ----------------------------------------------
## 
## Summary Statistics 003
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        43.76   92.65    1.09  13.54   600.88 
## D4A        589.10  278.22  236.04 485.49 1,139.95
## D2B_E8MIXA  0.58    0.19    0.00   0.61    0.89  
## D2A_EPHHM   0.56    0.21    0.00   0.57    0.94  
## D2A_Ranked 11.98    5.42     1     12.5     20   
## D2B_Ranked 11.68    5.51     1      12      20   
## D3B_Ranked  6.91    4.58     1     5.5      20   
## D4A_Ranked  5.17    6.68     1      1       19   
## NatWalkInd  7.97    3.64    3.33   7.08   16.33  
## -------------------------------------------------
## 
## Summary Statistics 065
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        9.65   12.73   1.00  3.44  37.07
## D2B_E8MIXA 0.53    0.22   0.09  0.59  0.75 
## D2A_EPHHM  0.50    0.17   0.24  0.50  0.77 
## D2A_Ranked 10.31   4.84    4     10    18  
## D2B_Ranked 10.62   5.92    2     11    17  
## D3B_Ranked 3.85    2.44    1     3      8  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.10    1.85   2.67  5.00  7.50 
## -------------------------------------------
## 
## Summary Statistics 079
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        7.85    4.53   2.47  6.39  13.58
## D2B_E8MIXA 0.59    0.16   0.37  0.60  0.81 
## D2A_EPHHM  0.47    0.18   0.25  0.41  0.79 
## D2A_Ranked 9.70    5.01    4     8     18  
## D2B_Ranked 11.70   5.12    5     12    19  
## D3B_Ranked 4.30    0.95    3     4      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.33    1.53   3.83  4.75  7.67 
## -------------------------------------------
## 
## Summary Statistics 109
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.83    1.38   0.78  2.63  5.37
## D2B_E8MIXA 0.56    0.19   0.11  0.55  0.86
## D2A_EPHHM  0.50    0.19   0.21  0.44  0.94
## D2A_Ranked 10.12   5.17    3     8     20 
## D2B_Ranked 10.83   5.46    2    9.5    20 
## D3B_Ranked 2.71    0.95    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.73    1.59   3.00  4.42  8.00
## ------------------------------------------
## 
## Summary Statistics 125
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.04    2.18   0.78  2.30  9.11
## D2B_E8MIXA 0.56    0.16   0.26  0.56  0.84
## D2A_EPHHM  0.54    0.17   0.21  0.59  0.77
## D2A_Ranked 11.37   4.81    3     13    18 
## D2B_Ranked 10.74   5.04    3     10    20 
## D3B_Ranked 2.74    1.24    1     3     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.93    1.41   3.00  5.00  7.17
## ------------------------------------------
## 
## Summary Statistics 001
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.23  18.23   0.00  3.60  65.89
## D2B_E8MIXA 0.46    0.26   0.00  0.52  0.89 
## D2A_EPHHM  0.43    0.26   0.00  0.47  0.87 
## D2A_Ranked 9.18    6.12    1     9     20  
## D2B_Ranked 8.94    6.11    1    8.5    20  
## D3B_Ranked 4.21    2.63    1     3     11  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 4.75    2.51   1.00  4.58  9.83 
## -------------------------------------------
## 
## Summary Statistics 131
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        5.84    6.87   0.00  3.40  21.45
## D2B_E8MIXA 0.51    0.30   0.00  0.63  0.88 
## D2A_EPHHM  0.55    0.26   0.00  0.62  0.83 
## D2A_Ranked 12.43   5.73    1    13.5   19  
## D2B_Ranked 10.64   6.86    1    12.5   20  
## D3B_Ranked 3.50    1.74    1    3.5     7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.35    2.31   1.00  5.42  9.00 
## -------------------------------------------

Walkability Map

I categorized the Walkability Scores into 4 categories based on EPA's "National Walkability Index Methodology and User Guide" When clicking on a County, the map shows the % of Tracts in each of the 4 walkability categories.

Source: https://www.epa.gov/sites/default/files/2021-06/documents/national_walkability_index_methodology_and_user_guide_june2021.pdf

pal <- colorNumeric("plasma", reverse = TRUE, domain = COUNTY_freq$sum_mean)
#COUNTY_freq <- spTransform(COUNTY_freq, CRS("+init=epsg:4326"))
COUNTY_freq <- st_as_sf(COUNTY_freq)
st_crs(COUNTY_freq) <- 4326
COUNTY_freq <- st_transform(COUNTY_freq, crs = 4326)
m <- leaflet()%>%
  addTiles()%>%
  addPolygons(data = COUNTY_freq,
              #lat = test$lat,
              #lng = test$lng,
              fillColor = ~pal(sum_mean),
              weight = 1,
              opacity = 1,
              color = "white",
              fillOpacity = 0.6,
              highlight = highlightOptions(weight = 2, fillOpacity = 0.8, bringToFront = T),
              popup = paste0(#"FIPS Code: ", Freq$GEOID, "<br>"))
                             "Ave. NatWalkind: ", COUNTY_freq$sum_mean, "<br>",
              "Most Walkable: ", COUNTY_freq$most_proc, "% of tracts", "<br>",
"Above Average Walkable: ", COUNTY_freq$above_proc, "% of tracts", "<br>",
"Below Average Walkable: ", COUNTY_freq$below_proc, "% of tracts", "<br>",
"Least Walkable: ", COUNTY_freq$least_proc, "% of tracts"))%>%
  addLegend("bottomright", pal = pal, values = COUNTY_freq$sum_mean,
            title = "Walkability", opacity = 0.7)
m

Tract

Bar Graph of Walkability Scores

Graph of Walkability Scores for all Blockgroups within each Tract

cville_walk%>%
  ggplot(aes(x = NatWalkInd)) + 
    geom_histogram() + 
    facet_wrap(~TRACTCE)+
    theme(strip.background = element_blank())

Mean National Walkability Index

tract <- as.list(cville_walk$TRACTCE)
i = Freq$TRACTCE
means = c()
for ( i in tract){
  means[[i]] <- Freq %>%
    filter(TRACTCE ==i)%>%
    ungroup()%>%
    select(NatWalkInd)%>%
  st_drop_geometry()%>%
  unlist()%>%
  as.numeric()%>%
      mean()%>%
    round(3)
  means <- as.data.frame(means)
}
000201 000201 000202 000302 000401 000402 000501 000502 000600 000700 000800 000900 001000 010100 010201 010202 010300 010401 010402 010500 010601 010602 010700 010800 010901 010902 010903 011000 011100 011201 011202 011301 011302 011303 011400 020101 020102 020200 020300 030101 030102 030200 090100 090200 090300 090400 090500 090600 090700 090800 930100 930200 930300 950100 950200 950201 950202 950300 950400 950500 980100 980200 990100 990200
Mean_NatWalkInd 16.444 16.444 15.889 15.834 15.583 15.667 13.333 12.333 13.75 14.708 11.5 12.834 14.889 5.056 5.167 5.333 6.6 4.833 5.833 10.444 11.444 11.834 14.333 8.867 12 11.416 15.084 6.067 7.333 5.111 5.917 4.208 11.916 10.75 5.167 6.111 6.833 4.458 3.222 6.25 4.083 6.125 7.333 5.444 3.222 4.542 5.056 5.667 6.167 4.5 7 5.042 6.167 4.521 5.75 6.667 4.333 4.962 3.583 3.833 1 2 1 1

Summary Statistics

## 
## Summary Statistics 000201
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        145.24  39.12   106.51 144.49 184.73
## D4A        341.09  135.13  185.07 417.09 421.11
## D2B_E8MIXA  0.79    0.17    0.61   0.81   0.95 
## D2A_EPHHM   0.61    0.43    0.12   0.82   0.89 
## D2A_Ranked 13.67   10.12     2      19     20  
## D2B_Ranked 17.00    4.36     12     19     20  
## D3B_Ranked 17.00    2.00     15     17     19  
## D4A_Ranked 17.00    1.73     16     16     19  
## NatWalkInd 16.44    2.94   13.33  16.83  19.17 
## -----------------------------------------------
## 
## Summary Statistics 000201
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        145.24  39.12   106.51 144.49 184.73
## D4A        341.09  135.13  185.07 417.09 421.11
## D2B_E8MIXA  0.79    0.17    0.61   0.81   0.95 
## D2A_EPHHM   0.61    0.43    0.12   0.82   0.89 
## D2A_Ranked 13.67   10.12     2      19     20  
## D2B_Ranked 17.00    4.36     12     19     20  
## D3B_Ranked 17.00    2.00     15     17     19  
## D4A_Ranked 17.00    1.73     16     16     19  
## NatWalkInd 16.44    2.94   13.33  16.83  19.17 
## -----------------------------------------------
## 
## Summary Statistics 000201
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        145.24  39.12   106.51 144.49 184.73
## D4A        341.09  135.13  185.07 417.09 421.11
## D2B_E8MIXA  0.79    0.17    0.61   0.81   0.95 
## D2A_EPHHM   0.61    0.43    0.12   0.82   0.89 
## D2A_Ranked 13.67   10.12     2      19     20  
## D2B_Ranked 17.00    4.36     12     19     20  
## D3B_Ranked 17.00    2.00     15     17     19  
## D4A_Ranked 17.00    1.73     16     16     19  
## NatWalkInd 16.44    2.94   13.33  16.83  19.17 
## -----------------------------------------------
## 
## Summary Statistics 000202
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        158.84  10.55   146.94 162.52 167.06
## D4A        498.90  297.10  156.91 646.42 693.36
## D2B_E8MIXA  0.54    0.24    0.27   0.64   0.71 
## D2A_EPHHM   0.75    0.06    0.68   0.76   0.79 
## D2A_Ranked 17.33    1.15     16     18     18  
## D2B_Ranked 10.67    6.81     3      13     16  
## D3B_Ranked 17.67    0.58     17     18     18  
## D4A_Ranked 16.00    3.46     14     14     20  
## NatWalkInd 15.89    2.08     14    15.8    18  
## -----------------------------------------------
## 
## Summary Statistics 000202
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        158.84  10.55   146.94 162.52 167.06
## D4A        498.90  297.10  156.91 646.42 693.36
## D2B_E8MIXA  0.54    0.24    0.27   0.64   0.71 
## D2A_EPHHM   0.75    0.06    0.68   0.76   0.79 
## D2A_Ranked 17.33    1.15     16     18     18  
## D2B_Ranked 10.67    6.81     3      13     16  
## D3B_Ranked 17.67    0.58     17     18     18  
## D4A_Ranked 16.00    3.46     14     14     20  
## NatWalkInd 15.89    2.08     14    15.8    18  
## -----------------------------------------------
## 
## Summary Statistics 000202
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        158.84  10.55   146.94 162.52 167.06
## D4A        498.90  297.10  156.91 646.42 693.36
## D2B_E8MIXA  0.54    0.24    0.27   0.64   0.71 
## D2A_EPHHM   0.75    0.06    0.68   0.76   0.79 
## D2A_Ranked 17.33    1.15     16     18     18  
## D2B_Ranked 10.67    6.81     3      13     16  
## D3B_Ranked 17.67    0.58     17     18     18  
## D4A_Ranked 16.00    3.46     14     14     20  
## NatWalkInd 15.89    2.08     14    15.8    18  
## -----------------------------------------------
## 
## Summary Statistics 000302
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        111.36  51.40   75.01  111.36 147.71
## D4A        164.29   2.84   162.28 164.29 166.30
## D2B_E8MIXA  0.65    0.16    0.54   0.65   0.77 
## D2A_EPHHM   0.66    0.17    0.54   0.66   0.78 
## D2A_Ranked 14.50    4.95     11    14.5    18  
## D2B_Ranked 13.50    6.36     9     13.5    18  
## D3B_Ranked 14.50    3.54     12    14.5    17  
## D4A_Ranked 19.00    0.00     19     19     19  
## NatWalkInd 15.83    3.06     14    15.8    18  
## -----------------------------------------------
## 
## Summary Statistics 000302
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        111.36  51.40   75.01  111.36 147.71
## D4A        164.29   2.84   162.28 164.29 166.30
## D2B_E8MIXA  0.65    0.16    0.54   0.65   0.77 
## D2A_EPHHM   0.66    0.17    0.54   0.66   0.78 
## D2A_Ranked 14.50    4.95     11    14.5    18  
## D2B_Ranked 13.50    6.36     9     13.5    18  
## D3B_Ranked 14.50    3.54     12    14.5    17  
## D4A_Ranked 19.00    0.00     19     19     19  
## NatWalkInd 15.83    3.06     14    15.8    18  
## -----------------------------------------------
## 
## Summary Statistics 000401
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        185.07  128.01  94.55  185.07 275.58
## D4A        386.91  217.17  233.35 386.91 540.47
## D2B_E8MIXA  0.67    0.13    0.58   0.67   0.77 
## D2A_EPHHM   0.51    0.14    0.41   0.51   0.61 
## D2A_Ranked 11.00    4.24     8      11     14  
## D2B_Ranked 14.50    4.95     11    14.5    18  
## D3B_Ranked 17.00    4.24     14     17     20  
## D4A_Ranked 17.00    2.83     15     17     19  
## NatWalkInd 15.58    3.89   12.83  15.58  18.33 
## -----------------------------------------------
## 
## Summary Statistics 000401
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        185.07  128.01  94.55  185.07 275.58
## D4A        386.91  217.17  233.35 386.91 540.47
## D2B_E8MIXA  0.67    0.13    0.58   0.67   0.77 
## D2A_EPHHM   0.51    0.14    0.41   0.51   0.61 
## D2A_Ranked 11.00    4.24     8      11     14  
## D2B_Ranked 14.50    4.95     11    14.5    18  
## D3B_Ranked 17.00    4.24     14     17     20  
## D4A_Ranked 17.00    2.83     15     17     19  
## NatWalkInd 15.58    3.89   12.83  15.58  18.33 
## -----------------------------------------------
## 
## Summary Statistics 000402
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        142.23  19.17   118.20 143.07 164.58
## D4A        248.44  121.07  115.34 254.81 368.81
## D2B_E8MIXA  0.58    0.15    0.45   0.55   0.79 
## D2A_EPHHM   0.56    0.18    0.29   0.63   0.69 
## D2A_Ranked 12.25    4.99     5      14     16  
## D2B_Ranked 11.25    4.79     7      10     18  
## D3B_Ranked 17.00    0.82     16     17     18  
## D4A_Ranked 18.25    1.50     17     18     20  
## NatWalkInd 15.67    1.18   14.00  16.08  16.50 
## -----------------------------------------------
## 
## Summary Statistics 000402
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        142.23  19.17   118.20 143.07 164.58
## D4A        248.44  121.07  115.34 254.81 368.81
## D2B_E8MIXA  0.58    0.15    0.45   0.55   0.79 
## D2A_EPHHM   0.56    0.18    0.29   0.63   0.69 
## D2A_Ranked 12.25    4.99     5      14     16  
## D2B_Ranked 11.25    4.79     7      10     18  
## D3B_Ranked 17.00    0.82     16     17     18  
## D4A_Ranked 18.25    1.50     17     18     20  
## NatWalkInd 15.67    1.18   14.00  16.08  16.50 
## -----------------------------------------------
## 
## Summary Statistics 000402
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        142.23  19.17   118.20 143.07 164.58
## D4A        248.44  121.07  115.34 254.81 368.81
## D2B_E8MIXA  0.58    0.15    0.45   0.55   0.79 
## D2A_EPHHM   0.56    0.18    0.29   0.63   0.69 
## D2A_Ranked 12.25    4.99     5      14     16  
## D2B_Ranked 11.25    4.79     7      10     18  
## D3B_Ranked 17.00    0.82     16     17     18  
## D4A_Ranked 18.25    1.50     17     18     20  
## NatWalkInd 15.67    1.18   14.00  16.08  16.50 
## -----------------------------------------------
## 
## Summary Statistics 000402
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        142.23  19.17   118.20 143.07 164.58
## D4A        248.44  121.07  115.34 254.81 368.81
## D2B_E8MIXA  0.58    0.15    0.45   0.55   0.79 
## D2A_EPHHM   0.56    0.18    0.29   0.63   0.69 
## D2A_Ranked 12.25    4.99     5      14     16  
## D2B_Ranked 11.25    4.79     7      10     18  
## D3B_Ranked 17.00    0.82     16     17     18  
## D4A_Ranked 18.25    1.50     17     18     20  
## NatWalkInd 15.67    1.18   14.00  16.08  16.50 
## -----------------------------------------------
## 
## Summary Statistics 000501
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        117.10  21.91   98.55  111.47 141.27
## D4A        225.76  48.44   195.80 199.83 281.64
## D2B_E8MIXA  0.39    0.20    0.16   0.46   0.54 
## D2A_EPHHM   0.34    0.17    0.20   0.27   0.53 
## D2A_Ranked  6.00    4.36     3      4      11  
## D2B_Ranked  6.00    3.61     2      7      9   
## D3B_Ranked 15.33    1.53     14     15     17  
## D4A_Ranked 18.67    0.58     18     19     19  
## NatWalkInd 13.33    0.44   13.00  13.17  13.83 
## -----------------------------------------------
## 
## Summary Statistics 000501
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        117.10  21.91   98.55  111.47 141.27
## D4A        225.76  48.44   195.80 199.83 281.64
## D2B_E8MIXA  0.39    0.20    0.16   0.46   0.54 
## D2A_EPHHM   0.34    0.17    0.20   0.27   0.53 
## D2A_Ranked  6.00    4.36     3      4      11  
## D2B_Ranked  6.00    3.61     2      7      9   
## D3B_Ranked 15.33    1.53     14     15     17  
## D4A_Ranked 18.67    0.58     18     19     19  
## NatWalkInd 13.33    0.44   13.00  13.17  13.83 
## -----------------------------------------------
## 
## Summary Statistics 000501
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        117.10  21.91   98.55  111.47 141.27
## D4A        225.76  48.44   195.80 199.83 281.64
## D2B_E8MIXA  0.39    0.20    0.16   0.46   0.54 
## D2A_EPHHM   0.34    0.17    0.20   0.27   0.53 
## D2A_Ranked  6.00    4.36     3      4      11  
## D2B_Ranked  6.00    3.61     2      7      9   
## D3B_Ranked 15.33    1.53     14     15     17  
## D4A_Ranked 18.67    0.58     18     19     19  
## NatWalkInd 13.33    0.44   13.00  13.17  13.83 
## -----------------------------------------------
## 
## Summary Statistics 000502
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        71.96   21.24   52.48  64.18  106.94
## D4A        499.70  242.87  236.04 527.06 865.02
## D2B_E8MIXA  0.51    0.24    0.10   0.54   0.71 
## D2A_EPHHM   0.44    0.25    0.19   0.36   0.82 
## D2A_Ranked  8.80    6.69     3      6      19  
## D2B_Ranked 10.00    5.43     2      9      16  
## D3B_Ranked 11.80    1.92     10     11     15  
## D4A_Ranked 15.80    2.28     13     15     19  
## NatWalkInd 12.33    1.22   11.00  12.33  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000502
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        71.96   21.24   52.48  64.18  106.94
## D4A        499.70  242.87  236.04 527.06 865.02
## D2B_E8MIXA  0.51    0.24    0.10   0.54   0.71 
## D2A_EPHHM   0.44    0.25    0.19   0.36   0.82 
## D2A_Ranked  8.80    6.69     3      6      19  
## D2B_Ranked 10.00    5.43     2      9      16  
## D3B_Ranked 11.80    1.92     10     11     15  
## D4A_Ranked 15.80    2.28     13     15     19  
## NatWalkInd 12.33    1.22   11.00  12.33  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000502
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        71.96   21.24   52.48  64.18  106.94
## D4A        499.70  242.87  236.04 527.06 865.02
## D2B_E8MIXA  0.51    0.24    0.10   0.54   0.71 
## D2A_EPHHM   0.44    0.25    0.19   0.36   0.82 
## D2A_Ranked  8.80    6.69     3      6      19  
## D2B_Ranked 10.00    5.43     2      9      16  
## D3B_Ranked 11.80    1.92     10     11     15  
## D4A_Ranked 15.80    2.28     13     15     19  
## NatWalkInd 12.33    1.22   11.00  12.33  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000502
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        71.96   21.24   52.48  64.18  106.94
## D4A        499.70  242.87  236.04 527.06 865.02
## D2B_E8MIXA  0.51    0.24    0.10   0.54   0.71 
## D2A_EPHHM   0.44    0.25    0.19   0.36   0.82 
## D2A_Ranked  8.80    6.69     3      6      19  
## D2B_Ranked 10.00    5.43     2      9      16  
## D3B_Ranked 11.80    1.92     10     11     15  
## D4A_Ranked 15.80    2.28     13     15     19  
## NatWalkInd 12.33    1.22   11.00  12.33  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000502
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        71.96   21.24   52.48  64.18  106.94
## D4A        499.70  242.87  236.04 527.06 865.02
## D2B_E8MIXA  0.51    0.24    0.10   0.54   0.71 
## D2A_EPHHM   0.44    0.25    0.19   0.36   0.82 
## D2A_Ranked  8.80    6.69     3      6      19  
## D2B_Ranked 10.00    5.43     2      9      16  
## D3B_Ranked 11.80    1.92     10     11     15  
## D4A_Ranked 15.80    2.28     13     15     19  
## NatWalkInd 12.33    1.22   11.00  12.33  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000600
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        120.81  36.49   95.01  120.81 146.61
## D4A        227.32  129.92  135.45 227.32 319.19
## D2B_E8MIXA  0.32    0.41    0.03   0.32   0.61 
## D2A_EPHHM   0.40    0.31    0.18   0.40   0.61 
## D2A_Ranked  8.00    8.49     2      8      14  
## D2B_Ranked  6.50    7.78     1     6.5     12  
## D3B_Ranked 15.50    2.12     14    15.5    17  
## D4A_Ranked 18.50    2.12     17    18.5    20  
## NatWalkInd 13.75    2.71   11.83  13.75  15.67 
## -----------------------------------------------
## 
## Summary Statistics 000600
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        120.81  36.49   95.01  120.81 146.61
## D4A        227.32  129.92  135.45 227.32 319.19
## D2B_E8MIXA  0.32    0.41    0.03   0.32   0.61 
## D2A_EPHHM   0.40    0.31    0.18   0.40   0.61 
## D2A_Ranked  8.00    8.49     2      8      14  
## D2B_Ranked  6.50    7.78     1     6.5     12  
## D3B_Ranked 15.50    2.12     14    15.5    17  
## D4A_Ranked 18.50    2.12     17    18.5    20  
## NatWalkInd 13.75    2.71   11.83  13.75  15.67 
## -----------------------------------------------
## 
## Summary Statistics 000700
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        106.07  55.00   57.08  99.06  169.09
## D4A        511.30  217.88  265.54 496.88 785.90
## D2B_E8MIXA  0.58    0.30    0.16   0.66   0.84 
## D2A_EPHHM   0.72    0.12    0.55   0.75   0.82 
## D2A_Ranked 16.50    3.32     12    17.5    19  
## D2B_Ranked 12.25    7.76     2     13.5    20  
## D3B_Ranked 14.00    4.08     10     14     18  
## D4A_Ranked 15.75    1.71     14    15.5    18  
## NatWalkInd 14.71    1.97     12    15.2    16  
## -----------------------------------------------
## 
## Summary Statistics 000700
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        106.07  55.00   57.08  99.06  169.09
## D4A        511.30  217.88  265.54 496.88 785.90
## D2B_E8MIXA  0.58    0.30    0.16   0.66   0.84 
## D2A_EPHHM   0.72    0.12    0.55   0.75   0.82 
## D2A_Ranked 16.50    3.32     12    17.5    19  
## D2B_Ranked 12.25    7.76     2     13.5    20  
## D3B_Ranked 14.00    4.08     10     14     18  
## D4A_Ranked 15.75    1.71     14    15.5    18  
## NatWalkInd 14.71    1.97     12    15.2    16  
## -----------------------------------------------
## 
## Summary Statistics 000700
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        106.07  55.00   57.08  99.06  169.09
## D4A        511.30  217.88  265.54 496.88 785.90
## D2B_E8MIXA  0.58    0.30    0.16   0.66   0.84 
## D2A_EPHHM   0.72    0.12    0.55   0.75   0.82 
## D2A_Ranked 16.50    3.32     12    17.5    19  
## D2B_Ranked 12.25    7.76     2     13.5    20  
## D3B_Ranked 14.00    4.08     10     14     18  
## D4A_Ranked 15.75    1.71     14    15.5    18  
## NatWalkInd 14.71    1.97     12    15.2    16  
## -----------------------------------------------
## 
## Summary Statistics 000700
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        106.07  55.00   57.08  99.06  169.09
## D4A        511.30  217.88  265.54 496.88 785.90
## D2B_E8MIXA  0.58    0.30    0.16   0.66   0.84 
## D2A_EPHHM   0.72    0.12    0.55   0.75   0.82 
## D2A_Ranked 16.50    3.32     12    17.5    19  
## D2B_Ranked 12.25    7.76     2     13.5    20  
## D3B_Ranked 14.00    4.08     10     14     18  
## D4A_Ranked 15.75    1.71     14    15.5    18  
## NatWalkInd 14.71    1.97     12    15.2    16  
## -----------------------------------------------
## 
## Summary Statistics 000800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        57.59   17.53   31.83  63.72  71.09 
## D4A        424.46  168.35  303.09 360.76 673.24
## D2B_E8MIXA  0.41    0.29    0.15   0.34   0.82 
## D2A_EPHHM   0.39    0.35    0.16   0.24   0.90 
## D2A_Ranked  7.50    8.43     2      4      20  
## D2B_Ranked  7.50    7.77     2     4.5     19  
## D3B_Ranked 10.50    1.73     8      11     12  
## D4A_Ranked 16.50    1.73     14     17     18  
## NatWalkInd 11.50    3.12    9.67  10.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 000800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        57.59   17.53   31.83  63.72  71.09 
## D4A        424.46  168.35  303.09 360.76 673.24
## D2B_E8MIXA  0.41    0.29    0.15   0.34   0.82 
## D2A_EPHHM   0.39    0.35    0.16   0.24   0.90 
## D2A_Ranked  7.50    8.43     2      4      20  
## D2B_Ranked  7.50    7.77     2     4.5     19  
## D3B_Ranked 10.50    1.73     8      11     12  
## D4A_Ranked 16.50    1.73     14     17     18  
## NatWalkInd 11.50    3.12    9.67  10.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 000800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        57.59   17.53   31.83  63.72  71.09 
## D4A        424.46  168.35  303.09 360.76 673.24
## D2B_E8MIXA  0.41    0.29    0.15   0.34   0.82 
## D2A_EPHHM   0.39    0.35    0.16   0.24   0.90 
## D2A_Ranked  7.50    8.43     2      4      20  
## D2B_Ranked  7.50    7.77     2     4.5     19  
## D3B_Ranked 10.50    1.73     8      11     12  
## D4A_Ranked 16.50    1.73     14     17     18  
## NatWalkInd 11.50    3.12    9.67  10.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 000800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        57.59   17.53   31.83  63.72  71.09 
## D4A        424.46  168.35  303.09 360.76 673.24
## D2B_E8MIXA  0.41    0.29    0.15   0.34   0.82 
## D2A_EPHHM   0.39    0.35    0.16   0.24   0.90 
## D2A_Ranked  7.50    8.43     2      4      20  
## D2B_Ranked  7.50    7.77     2     4.5     19  
## D3B_Ranked 10.50    1.73     8      11     12  
## D4A_Ranked 16.50    1.73     14     17     18  
## NatWalkInd 11.50    3.12    9.67  10.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 000900
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        43.59    1.39   42.61  43.59  44.57 
## D4A        189.09  43.62   158.25 189.09 219.94
## D2B_E8MIXA  0.36    0.37    0.11   0.36   0.62 
## D2A_EPHHM   0.58    0.10    0.51   0.58   0.65 
## D2A_Ranked 13.00    2.83     11     13     15  
## D2B_Ranked  7.00    7.07     2      7      12  
## D3B_Ranked  9.00    0.00     9      9      9   
## D4A_Ranked 19.50    0.71     19    19.5    20  
## NatWalkInd 12.83    1.89   11.50  12.83  14.17 
## -----------------------------------------------
## 
## Summary Statistics 000900
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        43.59    1.39   42.61  43.59  44.57 
## D4A        189.09  43.62   158.25 189.09 219.94
## D2B_E8MIXA  0.36    0.37    0.11   0.36   0.62 
## D2A_EPHHM   0.58    0.10    0.51   0.58   0.65 
## D2A_Ranked 13.00    2.83     11     13     15  
## D2B_Ranked  7.00    7.07     2      7      12  
## D3B_Ranked  9.00    0.00     9      9      9   
## D4A_Ranked 19.50    0.71     19    19.5    20  
## NatWalkInd 12.83    1.89   11.50  12.83  14.17 
## -----------------------------------------------
## 
## Summary Statistics 001000
## ==============================================
## Statistic   Mean  St. Dev.  Min  Median  Max  
## ----------------------------------------------
## D3B        147.54  92.04   77.84 112.90 251.87
## D4A        504.71  452.22    0   641.1   873  
## D2B_E8MIXA  0.57    0.30   0.25   0.62   0.84 
## D2A_EPHHM   0.67    0.19   0.49   0.66   0.87 
## D2A_Ranked 15.00    5.00    10     15     20  
## D2B_Ranked 11.67    8.50     3     12     20  
## D3B_Ranked 15.67    4.04    12     15     20  
## D4A_Ranked 15.67    3.79    13     14     20  
## NatWalkInd 14.89    4.79    10    14.2    20  
## ----------------------------------------------
## 
## Summary Statistics 001000
## ==============================================
## Statistic   Mean  St. Dev.  Min  Median  Max  
## ----------------------------------------------
## D3B        147.54  92.04   77.84 112.90 251.87
## D4A        504.71  452.22    0   641.1   873  
## D2B_E8MIXA  0.57    0.30   0.25   0.62   0.84 
## D2A_EPHHM   0.67    0.19   0.49   0.66   0.87 
## D2A_Ranked 15.00    5.00    10     15     20  
## D2B_Ranked 11.67    8.50     3     12     20  
## D3B_Ranked 15.67    4.04    12     15     20  
## D4A_Ranked 15.67    3.79    13     14     20  
## NatWalkInd 14.89    4.79    10    14.2    20  
## ----------------------------------------------
## 
## Summary Statistics 001000
## ==============================================
## Statistic   Mean  St. Dev.  Min  Median  Max  
## ----------------------------------------------
## D3B        147.54  92.04   77.84 112.90 251.87
## D4A        504.71  452.22    0   641.1   873  
## D2B_E8MIXA  0.57    0.30   0.25   0.62   0.84 
## D2A_EPHHM   0.67    0.19   0.49   0.66   0.87 
## D2A_Ranked 15.00    5.00    10     15     20  
## D2B_Ranked 11.67    8.50     3     12     20  
## D3B_Ranked 15.67    4.04    12     15     20  
## D4A_Ranked 15.67    3.79    13     14     20  
## NatWalkInd 14.89    4.79    10    14.2    20  
## ----------------------------------------------
## 
## Summary Statistics 010100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.93    1.55   1.15  3.66  3.97
## D2B_E8MIXA 0.66    0.17   0.47  0.74  0.78
## D2A_EPHHM  0.42    0.15   0.29  0.40  0.58
## D2A_Ranked 8.33    4.16    5     7     13 
## D2B_Ranked 14.00   6.08    7     17    18 
## D3B_Ranked 3.00    1.00    2     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.06    1.51   3.33  5.67  6.17
## ------------------------------------------
## 
## Summary Statistics 010100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.93    1.55   1.15  3.66  3.97
## D2B_E8MIXA 0.66    0.17   0.47  0.74  0.78
## D2A_EPHHM  0.42    0.15   0.29  0.40  0.58
## D2A_Ranked 8.33    4.16    5     7     13 
## D2B_Ranked 14.00   6.08    7     17    18 
## D3B_Ranked 3.00    1.00    2     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.06    1.51   3.33  5.67  6.17
## ------------------------------------------
## 
## Summary Statistics 010100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.93    1.55   1.15  3.66  3.97
## D2B_E8MIXA 0.66    0.17   0.47  0.74  0.78
## D2A_EPHHM  0.42    0.15   0.29  0.40  0.58
## D2A_Ranked 8.33    4.16    5     7     13 
## D2B_Ranked 14.00   6.08    7     17    18 
## D3B_Ranked 3.00    1.00    2     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.06    1.51   3.33  5.67  6.17
## ------------------------------------------
## 
## Summary Statistics 010201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        6.21    0.76   5.67  6.21  6.75
## D2B_E8MIXA 0.57   0.002   0.57  0.57  0.57
## D2A_EPHHM  0.53    0.15   0.42  0.53  0.64
## D2A_Ranked 11.00   4.24    8     11    14 
## D2B_Ranked 10.00   0.00    10    10    10 
## D3B_Ranked 4.00    0.00    4     4     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    0.71   4.67  5.17  5.67
## ------------------------------------------
## 
## Summary Statistics 010201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        6.21    0.76   5.67  6.21  6.75
## D2B_E8MIXA 0.57   0.002   0.57  0.57  0.57
## D2A_EPHHM  0.53    0.15   0.42  0.53  0.64
## D2A_Ranked 11.00   4.24    8     11    14 
## D2B_Ranked 10.00   0.00    10    10    10 
## D3B_Ranked 4.00    0.00    4     4     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    0.71   4.67  5.17  5.67
## ------------------------------------------
## 
## Summary Statistics 010202
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        7.08    0.33   6.85  7.08  7.32
## D2B_E8MIXA 0.63    0.17   0.50  0.63  0.75
## D2A_EPHHM  0.44    0.08   0.39  0.44  0.50
## D2A_Ranked 8.50    2.12    7    8.5    10 
## D2B_Ranked 12.50   6.36    8    12.5   17 
## D3B_Ranked 4.50    0.71    4    4.5    5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.33    0.94    5    5.3    6  
## ------------------------------------------
## 
## Summary Statistics 010202
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        7.08    0.33   6.85  7.08  7.32
## D2B_E8MIXA 0.63    0.17   0.50  0.63  0.75
## D2A_EPHHM  0.44    0.08   0.39  0.44  0.50
## D2A_Ranked 8.50    2.12    7    8.5    10 
## D2B_Ranked 12.50   6.36    8    12.5   17 
## D3B_Ranked 4.50    0.71    4    4.5    5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.33    0.94    5    5.3    6  
## ------------------------------------------
## 
## Summary Statistics 010300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        31.14  21.59   8.56 20.24  57.20
## D2B_E8MIXA 0.62    0.15   0.36  0.65  0.76 
## D2A_EPHHM  0.48    0.24   0.24  0.45  0.82 
## D2A_Ranked 10.00   6.52    4     9     19  
## D2B_Ranked 12.80   4.76    5     14    18  
## D3B_Ranked 7.40    2.41    5     6     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.60    2.18    4    7.3     9  
## -------------------------------------------
## 
## Summary Statistics 010300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        31.14  21.59   8.56 20.24  57.20
## D2B_E8MIXA 0.62    0.15   0.36  0.65  0.76 
## D2A_EPHHM  0.48    0.24   0.24  0.45  0.82 
## D2A_Ranked 10.00   6.52    4     9     19  
## D2B_Ranked 12.80   4.76    5     14    18  
## D3B_Ranked 7.40    2.41    5     6     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.60    2.18    4    7.3     9  
## -------------------------------------------
## 
## Summary Statistics 010300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        31.14  21.59   8.56 20.24  57.20
## D2B_E8MIXA 0.62    0.15   0.36  0.65  0.76 
## D2A_EPHHM  0.48    0.24   0.24  0.45  0.82 
## D2A_Ranked 10.00   6.52    4     9     19  
## D2B_Ranked 12.80   4.76    5     14    18  
## D3B_Ranked 7.40    2.41    5     6     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.60    2.18    4    7.3     9  
## -------------------------------------------
## 
## Summary Statistics 010300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        31.14  21.59   8.56 20.24  57.20
## D2B_E8MIXA 0.62    0.15   0.36  0.65  0.76 
## D2A_EPHHM  0.48    0.24   0.24  0.45  0.82 
## D2A_Ranked 10.00   6.52    4     9     19  
## D2B_Ranked 12.80   4.76    5     14    18  
## D3B_Ranked 7.40    2.41    5     6     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.60    2.18    4    7.3     9  
## -------------------------------------------
## 
## Summary Statistics 010300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        31.14  21.59   8.56 20.24  57.20
## D2B_E8MIXA 0.62    0.15   0.36  0.65  0.76 
## D2A_EPHHM  0.48    0.24   0.24  0.45  0.82 
## D2A_Ranked 10.00   6.52    4     9     19  
## D2B_Ranked 12.80   4.76    5     14    18  
## D3B_Ranked 7.40    2.41    5     6     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.60    2.18    4    7.3     9  
## -------------------------------------------
## 
## Summary Statistics 010401
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.20    1.20   1.38  1.64  3.58
## D2B_E8MIXA 0.53    0.13   0.37  0.58  0.62
## D2A_EPHHM  0.59    0.17   0.45  0.56  0.78
## D2A_Ranked 13.00   4.58    9     12    18 
## D2B_Ranked 9.33    3.79    5     11    12 
## D3B_Ranked 2.33    0.58    2     2     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.83    1.50   3.33  4.83  6.33
## ------------------------------------------
## 
## Summary Statistics 010401
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.20    1.20   1.38  1.64  3.58
## D2B_E8MIXA 0.53    0.13   0.37  0.58  0.62
## D2A_EPHHM  0.59    0.17   0.45  0.56  0.78
## D2A_Ranked 13.00   4.58    9     12    18 
## D2B_Ranked 9.33    3.79    5     11    12 
## D3B_Ranked 2.33    0.58    2     2     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.83    1.50   3.33  4.83  6.33
## ------------------------------------------
## 
## Summary Statistics 010401
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.20    1.20   1.38  1.64  3.58
## D2B_E8MIXA 0.53    0.13   0.37  0.58  0.62
## D2A_EPHHM  0.59    0.17   0.45  0.56  0.78
## D2A_Ranked 13.00   4.58    9     12    18 
## D2B_Ranked 9.33    3.79    5     11    12 
## D3B_Ranked 2.33    0.58    2     2     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.83    1.50   3.33  4.83  6.33
## ------------------------------------------
## 
## Summary Statistics 010402
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        6.43    3.23   4.14  6.43  8.71
## D2B_E8MIXA 0.50    0.22   0.34  0.50  0.65
## D2A_EPHHM  0.66    0.14   0.57  0.66  0.76
## D2A_Ranked 15.00   4.24    12    15    18 
## D2B_Ranked 9.00    7.07    4     9     14 
## D3B_Ranked 4.50    0.71    4    4.5    5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.83    1.65    5    5.8    7  
## ------------------------------------------
## 
## Summary Statistics 010402
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        6.43    3.23   4.14  6.43  8.71
## D2B_E8MIXA 0.50    0.22   0.34  0.50  0.65
## D2A_EPHHM  0.66    0.14   0.57  0.66  0.76
## D2A_Ranked 15.00   4.24    12    15    18 
## D2B_Ranked 9.00    7.07    4     9     14 
## D3B_Ranked 4.50    0.71    4    4.5    5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.83    1.65    5    5.8    7  
## ------------------------------------------
## 
## Summary Statistics 010500
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        37.32   42.73    4.33  22.05  85.59 
## D4A        782.55  194.40  645.08 782.55 920.01
## D2B_E8MIXA  0.70    0.14    0.55   0.71   0.83 
## D2A_EPHHM   0.57    0.29    0.24   0.72   0.74 
## D2A_Ranked 12.67    7.51     4      17     17  
## D2B_Ranked 15.33    5.03     10     16     20  
## D3B_Ranked  8.00    4.58     4      7      13  
## D4A_Ranked  9.33    7.23     1      13     14  
## NatWalkInd 10.44    5.64     4     12.8    14  
## -----------------------------------------------
## 
## Summary Statistics 010500
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        37.32   42.73    4.33  22.05  85.59 
## D4A        782.55  194.40  645.08 782.55 920.01
## D2B_E8MIXA  0.70    0.14    0.55   0.71   0.83 
## D2A_EPHHM   0.57    0.29    0.24   0.72   0.74 
## D2A_Ranked 12.67    7.51     4      17     17  
## D2B_Ranked 15.33    5.03     10     16     20  
## D3B_Ranked  8.00    4.58     4      7      13  
## D4A_Ranked  9.33    7.23     1      13     14  
## NatWalkInd 10.44    5.64     4     12.8    14  
## -----------------------------------------------
## 
## Summary Statistics 010500
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        37.32   42.73    4.33  22.05  85.59 
## D4A        782.55  194.40  645.08 782.55 920.01
## D2B_E8MIXA  0.70    0.14    0.55   0.71   0.83 
## D2A_EPHHM   0.57    0.29    0.24   0.72   0.74 
## D2A_Ranked 12.67    7.51     4      17     17  
## D2B_Ranked 15.33    5.03     10     16     20  
## D3B_Ranked  8.00    4.58     4      7      13  
## D4A_Ranked  9.33    7.23     1      13     14  
## NatWalkInd 10.44    5.64     4     12.8    14  
## -----------------------------------------------
## 
## Summary Statistics 010601
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        46.33   25.88   24.02  40.27  74.71 
## D4A        398.31          398.31 398.31 398.31
## D2B_E8MIXA  0.81    0.08    0.71   0.85   0.87 
## D2A_EPHHM   0.86    0.07    0.79   0.85   0.94 
## D2A_Ranked 19.33    1.15     18     20     20  
## D2B_Ranked 18.67    2.31     16     20     20  
## D3B_Ranked  9.00    2.65     7      8      12  
## D4A_Ranked  6.33    9.24     1      1      17  
## NatWalkInd 11.44    4.25    8.67   9.33  16.33 
## -----------------------------------------------
## 
## Summary Statistics 010601
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        46.33   25.88   24.02  40.27  74.71 
## D4A        398.31          398.31 398.31 398.31
## D2B_E8MIXA  0.81    0.08    0.71   0.85   0.87 
## D2A_EPHHM   0.86    0.07    0.79   0.85   0.94 
## D2A_Ranked 19.33    1.15     18     20     20  
## D2B_Ranked 18.67    2.31     16     20     20  
## D3B_Ranked  9.00    2.65     7      8      12  
## D4A_Ranked  6.33    9.24     1      1      17  
## NatWalkInd 11.44    4.25    8.67   9.33  16.33 
## -----------------------------------------------
## 
## Summary Statistics 010601
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        46.33   25.88   24.02  40.27  74.71 
## D4A        398.31          398.31 398.31 398.31
## D2B_E8MIXA  0.81    0.08    0.71   0.85   0.87 
## D2A_EPHHM   0.86    0.07    0.79   0.85   0.94 
## D2A_Ranked 19.33    1.15     18     20     20  
## D2B_Ranked 18.67    2.31     16     20     20  
## D3B_Ranked  9.00    2.65     7      8      12  
## D4A_Ranked  6.33    9.24     1      1      17  
## NatWalkInd 11.44    4.25    8.67   9.33  16.33 
## -----------------------------------------------
## 
## Summary Statistics 010602
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        53.34   12.89   44.22  53.34  62.45 
## D4A        451.96  153.63  343.33 451.96 560.59
## D2B_E8MIXA  0.62    0.24    0.46   0.62   0.79 
## D2A_EPHHM   0.34    0.13    0.24   0.34   0.43 
## D2A_Ranked  6.00    2.83     4      6      8   
## D2B_Ranked 13.00    8.49     7      13     19  
## D3B_Ranked 10.00    1.41     9      10     11  
## D4A_Ranked 16.00    1.41     15     16     17  
## NatWalkInd 11.83    1.89   10.50  11.83  13.17 
## -----------------------------------------------
## 
## Summary Statistics 010602
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        53.34   12.89   44.22  53.34  62.45 
## D4A        451.96  153.63  343.33 451.96 560.59
## D2B_E8MIXA  0.62    0.24    0.46   0.62   0.79 
## D2A_EPHHM   0.34    0.13    0.24   0.34   0.43 
## D2A_Ranked  6.00    2.83     4      6      8   
## D2B_Ranked 13.00    8.49     7      13     19  
## D3B_Ranked 10.00    1.41     9      10     11  
## D4A_Ranked 16.00    1.41     15     16     17  
## NatWalkInd 11.83    1.89   10.50  11.83  13.17 
## -----------------------------------------------
## 
## Summary Statistics 010700
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        95.34   50.60   59.75  72.99   153.27 
## D4A        590.54  443.35  236.04 447.93 1,087.65
## D2B_E8MIXA  0.61    0.31    0.26   0.74    0.84  
## D2A_EPHHM   0.66    0.31    0.32   0.74    0.92  
## D2A_Ranked 14.00    7.94     5      17      20   
## D2B_Ranked 13.33    9.07     3      17      20   
## D3B_Ranked 13.33    4.16     10     12      18   
## D4A_Ranked 16.00    3.00     13     16      19   
## NatWalkInd 14.33    1.45     13    13.7     16   
## -------------------------------------------------
## 
## Summary Statistics 010700
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        95.34   50.60   59.75  72.99   153.27 
## D4A        590.54  443.35  236.04 447.93 1,087.65
## D2B_E8MIXA  0.61    0.31    0.26   0.74    0.84  
## D2A_EPHHM   0.66    0.31    0.32   0.74    0.92  
## D2A_Ranked 14.00    7.94     5      17      20   
## D2B_Ranked 13.33    9.07     3      17      20   
## D3B_Ranked 13.33    4.16     10     12      18   
## D4A_Ranked 16.00    3.00     13     16      19   
## NatWalkInd 14.33    1.45     13    13.7     16   
## -------------------------------------------------
## 
## Summary Statistics 010700
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        95.34   50.60   59.75  72.99   153.27 
## D4A        590.54  443.35  236.04 447.93 1,087.65
## D2B_E8MIXA  0.61    0.31    0.26   0.74    0.84  
## D2A_EPHHM   0.66    0.31    0.32   0.74    0.92  
## D2A_Ranked 14.00    7.94     5      17      20   
## D2B_Ranked 13.33    9.07     3      17      20   
## D3B_Ranked 13.33    4.16     10     12      18   
## D4A_Ranked 16.00    3.00     13     16      19   
## NatWalkInd 14.33    1.45     13    13.7     16   
## -------------------------------------------------
## 
## Summary Statistics 010800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        44.91   22.90   20.51  41.88  76.45 
## D4A        610.66  259.20  443.91 478.78 909.28
## D2B_E8MIXA  0.42    0.20    0.13   0.44   0.68 
## D2A_EPHHM   0.48    0.25    0.23   0.41   0.85 
## D2A_Ranked  9.80    6.83     3      8      20  
## D2B_Ranked  7.00    5.00     2      6      15  
## D3B_Ranked  8.80    2.39     6      9      12  
## D4A_Ranked  9.40    7.77     1      13     16  
## NatWalkInd  8.87    1.92    5.83   9.00  10.50 
## -----------------------------------------------
## 
## Summary Statistics 010800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        44.91   22.90   20.51  41.88  76.45 
## D4A        610.66  259.20  443.91 478.78 909.28
## D2B_E8MIXA  0.42    0.20    0.13   0.44   0.68 
## D2A_EPHHM   0.48    0.25    0.23   0.41   0.85 
## D2A_Ranked  9.80    6.83     3      8      20  
## D2B_Ranked  7.00    5.00     2      6      15  
## D3B_Ranked  8.80    2.39     6      9      12  
## D4A_Ranked  9.40    7.77     1      13     16  
## NatWalkInd  8.87    1.92    5.83   9.00  10.50 
## -----------------------------------------------
## 
## Summary Statistics 010800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        44.91   22.90   20.51  41.88  76.45 
## D4A        610.66  259.20  443.91 478.78 909.28
## D2B_E8MIXA  0.42    0.20    0.13   0.44   0.68 
## D2A_EPHHM   0.48    0.25    0.23   0.41   0.85 
## D2A_Ranked  9.80    6.83     3      8      20  
## D2B_Ranked  7.00    5.00     2      6      15  
## D3B_Ranked  8.80    2.39     6      9      12  
## D4A_Ranked  9.40    7.77     1      13     16  
## NatWalkInd  8.87    1.92    5.83   9.00  10.50 
## -----------------------------------------------
## 
## Summary Statistics 010800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        44.91   22.90   20.51  41.88  76.45 
## D4A        610.66  259.20  443.91 478.78 909.28
## D2B_E8MIXA  0.42    0.20    0.13   0.44   0.68 
## D2A_EPHHM   0.48    0.25    0.23   0.41   0.85 
## D2A_Ranked  9.80    6.83     3      8      20  
## D2B_Ranked  7.00    5.00     2      6      15  
## D3B_Ranked  8.80    2.39     6      9      12  
## D4A_Ranked  9.40    7.77     1      13     16  
## NatWalkInd  8.87    1.92    5.83   9.00  10.50 
## -----------------------------------------------
## 
## Summary Statistics 010800
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        44.91   22.90   20.51  41.88  76.45 
## D4A        610.66  259.20  443.91 478.78 909.28
## D2B_E8MIXA  0.42    0.20    0.13   0.44   0.68 
## D2A_EPHHM   0.48    0.25    0.23   0.41   0.85 
## D2A_Ranked  9.80    6.83     3      8      20  
## D2B_Ranked  7.00    5.00     2      6      15  
## D3B_Ranked  8.80    2.39     6      9      12  
## D4A_Ranked  9.40    7.77     1      13     16  
## NatWalkInd  8.87    1.92    5.83   9.00  10.50 
## -----------------------------------------------
## 
## Summary Statistics 010901
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        94.19   28.77   73.84  94.19  114.53
## D4A        614.23          614.23 614.23 614.23
## D2B_E8MIXA  0.53    0.19    0.40   0.53   0.67 
## D2A_EPHHM   0.83    0.06    0.79   0.83   0.87 
## D2A_Ranked 19.00    1.41     18     19     20  
## D2B_Ranked 10.00    5.66     6      10     14  
## D3B_Ranked 13.50    2.12     12    13.5    15  
## D4A_Ranked  8.00    9.90     1      8      15  
## NatWalkInd 12.00    3.30    9.67  12.00  14.33 
## -----------------------------------------------
## 
## Summary Statistics 010901
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        94.19   28.77   73.84  94.19  114.53
## D4A        614.23          614.23 614.23 614.23
## D2B_E8MIXA  0.53    0.19    0.40   0.53   0.67 
## D2A_EPHHM   0.83    0.06    0.79   0.83   0.87 
## D2A_Ranked 19.00    1.41     18     19     20  
## D2B_Ranked 10.00    5.66     6      10     14  
## D3B_Ranked 13.50    2.12     12    13.5    15  
## D4A_Ranked  8.00    9.90     1      8      15  
## NatWalkInd 12.00    3.30    9.67  12.00  14.33 
## -----------------------------------------------
## 
## Summary Statistics 010902
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        99.99   106.62  24.59  99.99   175.38 
## D4A        738.29  568.04  336.62 738.29 1,139.95
## D2B_E8MIXA  0.26    0.37    0.00   0.26    0.52  
## D2A_EPHHM   0.31    0.44    0.00   0.31    0.63  
## D2A_Ranked  7.50    9.19     1     7.5      14   
## D2B_Ranked  5.00    5.66     1      5       9    
## D3B_Ranked 13.00    8.49     7      13      19   
## D4A_Ranked 15.00    2.83     13     15      17   
## NatWalkInd 11.42    1.30   10.50  11.42   12.33  
## -------------------------------------------------
## 
## Summary Statistics 010902
## =================================================
## Statistic   Mean  St. Dev.  Min   Median   Max   
## -------------------------------------------------
## D3B        99.99   106.62  24.59  99.99   175.38 
## D4A        738.29  568.04  336.62 738.29 1,139.95
## D2B_E8MIXA  0.26    0.37    0.00   0.26    0.52  
## D2A_EPHHM   0.31    0.44    0.00   0.31    0.63  
## D2A_Ranked  7.50    9.19     1     7.5      14   
## D2B_Ranked  5.00    5.66     1      5       9    
## D3B_Ranked 13.00    8.49     7      13      19   
## D4A_Ranked 15.00    2.83     13     15      17   
## NatWalkInd 11.42    1.30   10.50  11.42   12.33  
## -------------------------------------------------
## 
## Summary Statistics 010903
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        516.52  119.31  432.16 516.52 600.88
## D4A        373.50  158.37  261.52 373.50 485.49
## D2B_E8MIXA  0.20   0.0001   0.20   0.20   0.20 
## D2A_EPHHM   0.65    0.20    0.51   0.65   0.79 
## D2A_Ranked 14.50    6.36     10    14.5    19  
## D2B_Ranked  2.00    0.00     2      2      2   
## D3B_Ranked 20.00    0.00     20     20     20  
## D4A_Ranked 17.00    1.41     16     17     18  
## NatWalkInd 15.08    1.53   14.00  15.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 010903
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        516.52  119.31  432.16 516.52 600.88
## D4A        373.50  158.37  261.52 373.50 485.49
## D2B_E8MIXA  0.20   0.0001   0.20   0.20   0.20 
## D2A_EPHHM   0.65    0.20    0.51   0.65   0.79 
## D2A_Ranked 14.50    6.36     10    14.5    19  
## D2B_Ranked  2.00    0.00     2      2      2   
## D3B_Ranked 20.00    0.00     20     20     20  
## D4A_Ranked 17.00    1.41     16     17     18  
## NatWalkInd 15.08    1.53   14.00  15.08  16.17 
## -----------------------------------------------
## 
## Summary Statistics 011000
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.62   4.01   6.12 12.27  15.77
## D2B_E8MIXA 0.60    0.14   0.46  0.52  0.75 
## D2A_EPHHM  0.58    0.16   0.40  0.54  0.84 
## D2A_Ranked 12.20   4.55    7     11    19  
## D2B_Ranked 11.80   4.82    7     9     17  
## D3B_Ranked 5.20    0.84    4     5      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.07    1.34   5.00  5.50  8.33 
## -------------------------------------------
## 
## Summary Statistics 011000
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.62   4.01   6.12 12.27  15.77
## D2B_E8MIXA 0.60    0.14   0.46  0.52  0.75 
## D2A_EPHHM  0.58    0.16   0.40  0.54  0.84 
## D2A_Ranked 12.20   4.55    7     11    19  
## D2B_Ranked 11.80   4.82    7     9     17  
## D3B_Ranked 5.20    0.84    4     5      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.07    1.34   5.00  5.50  8.33 
## -------------------------------------------
## 
## Summary Statistics 011000
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.62   4.01   6.12 12.27  15.77
## D2B_E8MIXA 0.60    0.14   0.46  0.52  0.75 
## D2A_EPHHM  0.58    0.16   0.40  0.54  0.84 
## D2A_Ranked 12.20   4.55    7     11    19  
## D2B_Ranked 11.80   4.82    7     9     17  
## D3B_Ranked 5.20    0.84    4     5      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.07    1.34   5.00  5.50  8.33 
## -------------------------------------------
## 
## Summary Statistics 011000
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.62   4.01   6.12 12.27  15.77
## D2B_E8MIXA 0.60    0.14   0.46  0.52  0.75 
## D2A_EPHHM  0.58    0.16   0.40  0.54  0.84 
## D2A_Ranked 12.20   4.55    7     11    19  
## D2B_Ranked 11.80   4.82    7     9     17  
## D3B_Ranked 5.20    0.84    4     5      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.07    1.34   5.00  5.50  8.33 
## -------------------------------------------
## 
## Summary Statistics 011000
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        11.62   4.01   6.12 12.27  15.77
## D2B_E8MIXA 0.60    0.14   0.46  0.52  0.75 
## D2A_EPHHM  0.58    0.16   0.40  0.54  0.84 
## D2A_Ranked 12.20   4.55    7     11    19  
## D2B_Ranked 11.80   4.82    7     9     17  
## D3B_Ranked 5.20    0.84    4     5      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.07    1.34   5.00  5.50  8.33 
## -------------------------------------------
## 
## Summary Statistics 011100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        22.80  20.70   7.89 10.85  57.00
## D2B_E8MIXA 0.71    0.10   0.60  0.68  0.84 
## D2A_EPHHM  0.61    0.14   0.42  0.64  0.74 
## D2A_Ranked 13.20   4.09    8     14    17  
## D2B_Ranked 16.00   3.39    12    15    20  
## D3B_Ranked 6.40    2.19    5     5     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.33    0.60   6.50  7.33  8.17 
## -------------------------------------------
## 
## Summary Statistics 011100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        22.80  20.70   7.89 10.85  57.00
## D2B_E8MIXA 0.71    0.10   0.60  0.68  0.84 
## D2A_EPHHM  0.61    0.14   0.42  0.64  0.74 
## D2A_Ranked 13.20   4.09    8     14    17  
## D2B_Ranked 16.00   3.39    12    15    20  
## D3B_Ranked 6.40    2.19    5     5     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.33    0.60   6.50  7.33  8.17 
## -------------------------------------------
## 
## Summary Statistics 011100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        22.80  20.70   7.89 10.85  57.00
## D2B_E8MIXA 0.71    0.10   0.60  0.68  0.84 
## D2A_EPHHM  0.61    0.14   0.42  0.64  0.74 
## D2A_Ranked 13.20   4.09    8     14    17  
## D2B_Ranked 16.00   3.39    12    15    20  
## D3B_Ranked 6.40    2.19    5     5     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.33    0.60   6.50  7.33  8.17 
## -------------------------------------------
## 
## Summary Statistics 011100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        22.80  20.70   7.89 10.85  57.00
## D2B_E8MIXA 0.71    0.10   0.60  0.68  0.84 
## D2A_EPHHM  0.61    0.14   0.42  0.64  0.74 
## D2A_Ranked 13.20   4.09    8     14    17  
## D2B_Ranked 16.00   3.39    12    15    20  
## D3B_Ranked 6.40    2.19    5     5     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.33    0.60   6.50  7.33  8.17 
## -------------------------------------------
## 
## Summary Statistics 011100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        22.80  20.70   7.89 10.85  57.00
## D2B_E8MIXA 0.71    0.10   0.60  0.68  0.84 
## D2A_EPHHM  0.61    0.14   0.42  0.64  0.74 
## D2A_Ranked 13.20   4.09    8     14    17  
## D2B_Ranked 16.00   3.39    12    15    20  
## D3B_Ranked 6.40    2.19    5     5     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.33    0.60   6.50  7.33  8.17 
## -------------------------------------------
## 
## Summary Statistics 011201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.37    0.96   1.34  2.53  3.24
## D2B_E8MIXA 0.60    0.13   0.46  0.64  0.71
## D2A_EPHHM  0.54    0.14   0.42  0.50  0.69
## D2A_Ranked 11.33   4.16    8     10    16 
## D2B_Ranked 12.00   4.58    7     13    16 
## D3B_Ranked 2.67    0.58    2     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.11    1.11   3.83  5.67  5.83
## ------------------------------------------
## 
## Summary Statistics 011201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.37    0.96   1.34  2.53  3.24
## D2B_E8MIXA 0.60    0.13   0.46  0.64  0.71
## D2A_EPHHM  0.54    0.14   0.42  0.50  0.69
## D2A_Ranked 11.33   4.16    8     10    16 
## D2B_Ranked 12.00   4.58    7     13    16 
## D3B_Ranked 2.67    0.58    2     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.11    1.11   3.83  5.67  5.83
## ------------------------------------------
## 
## Summary Statistics 011201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.37    0.96   1.34  2.53  3.24
## D2B_E8MIXA 0.60    0.13   0.46  0.64  0.71
## D2A_EPHHM  0.54    0.14   0.42  0.50  0.69
## D2A_Ranked 11.33   4.16    8     10    16 
## D2B_Ranked 12.00   4.58    7     13    16 
## D3B_Ranked 2.67    0.58    2     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.11    1.11   3.83  5.67  5.83
## ------------------------------------------
## 
## Summary Statistics 011202
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.05    1.39   2.07  3.05  4.03
## D2B_E8MIXA 0.67    0.11   0.59  0.67  0.74
## D2A_EPHHM  0.61    0.02   0.60  0.61  0.63
## D2A_Ranked 13.50   0.71    13   13.5   14 
## D2B_Ranked 14.00   4.24    11    14    17 
## D3B_Ranked 3.00    1.41    2     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.92    1.30   5.00  5.92  6.83
## ------------------------------------------
## 
## Summary Statistics 011202
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.05    1.39   2.07  3.05  4.03
## D2B_E8MIXA 0.67    0.11   0.59  0.67  0.74
## D2A_EPHHM  0.61    0.02   0.60  0.61  0.63
## D2A_Ranked 13.50   0.71    13   13.5   14 
## D2B_Ranked 14.00   4.24    11    14    17 
## D3B_Ranked 3.00    1.41    2     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.92    1.30   5.00  5.92  6.83
## ------------------------------------------
## 
## Summary Statistics 011301
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.20    3.46   1.09  1.68  8.36
## D2B_E8MIXA 0.46    0.07   0.41  0.43  0.55
## D2A_EPHHM  0.54    0.09   0.44  0.54  0.64
## D2A_Ranked 11.25   2.75    8    11.5   14 
## D2B_Ranked 7.00    2.00    6     6     10 
## D3B_Ranked 2.50    1.73    1     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.21    0.76   3.33  4.25  5.00
## ------------------------------------------
## 
## Summary Statistics 011301
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.20    3.46   1.09  1.68  8.36
## D2B_E8MIXA 0.46    0.07   0.41  0.43  0.55
## D2A_EPHHM  0.54    0.09   0.44  0.54  0.64
## D2A_Ranked 11.25   2.75    8    11.5   14 
## D2B_Ranked 7.00    2.00    6     6     10 
## D3B_Ranked 2.50    1.73    1     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.21    0.76   3.33  4.25  5.00
## ------------------------------------------
## 
## Summary Statistics 011301
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.20    3.46   1.09  1.68  8.36
## D2B_E8MIXA 0.46    0.07   0.41  0.43  0.55
## D2A_EPHHM  0.54    0.09   0.44  0.54  0.64
## D2A_Ranked 11.25   2.75    8    11.5   14 
## D2B_Ranked 7.00    2.00    6     6     10 
## D3B_Ranked 2.50    1.73    1     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.21    0.76   3.33  4.25  5.00
## ------------------------------------------
## 
## Summary Statistics 011301
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.20    3.46   1.09  1.68  8.36
## D2B_E8MIXA 0.46    0.07   0.41  0.43  0.55
## D2A_EPHHM  0.54    0.09   0.44  0.54  0.64
## D2A_Ranked 11.25   2.75    8    11.5   14 
## D2B_Ranked 7.00    2.00    6     6     10 
## D3B_Ranked 2.50    1.73    1     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.21    0.76   3.33  4.25  5.00
## ------------------------------------------
## 
## Summary Statistics 011302
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        52.52    0.40   52.23  52.52  52.80 
## D4A        546.50  351.82  297.73 546.50 795.28
## D2B_E8MIXA  0.50    0.06    0.45   0.50   0.54 
## D2A_EPHHM   0.54    0.35    0.29   0.54   0.79 
## D2A_Ranked 11.50    9.19     5     11.5    18  
## D2B_Ranked  8.00    1.41     7      8      9   
## D3B_Ranked 10.00    0.00     10     10     10  
## D4A_Ranked 16.00    2.83     14     16     18  
## NatWalkInd 11.92    2.24   10.33  11.92  13.50 
## -----------------------------------------------
## 
## Summary Statistics 011302
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        52.52    0.40   52.23  52.52  52.80 
## D4A        546.50  351.82  297.73 546.50 795.28
## D2B_E8MIXA  0.50    0.06    0.45   0.50   0.54 
## D2A_EPHHM   0.54    0.35    0.29   0.54   0.79 
## D2A_Ranked 11.50    9.19     5     11.5    18  
## D2B_Ranked  8.00    1.41     7      8      9   
## D3B_Ranked 10.00    0.00     10     10     10  
## D4A_Ranked 16.00    2.83     14     16     18  
## NatWalkInd 11.92    2.24   10.33  11.92  13.50 
## -----------------------------------------------
## 
## Summary Statistics 011303
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        35.62   15.81   24.43  35.62  46.80 
## D4A        791.26          791.26 791.26 791.26
## D2B_E8MIXA  0.76    0.19    0.63   0.76   0.89 
## D2A_EPHHM   0.75    0.15    0.64   0.75   0.86 
## D2A_Ranked 17.00    4.24     14     17     20  
## D2B_Ranked 16.50    4.95     13    16.5    20  
## D3B_Ranked  8.00    1.41     7      8      9   
## D4A_Ranked  7.50    9.19     1     7.5     14  
## NatWalkInd 10.75    1.06     10    10.8    12  
## -----------------------------------------------
## 
## Summary Statistics 011303
## ===============================================
## Statistic   Mean  St. Dev.  Min   Median  Max  
## -----------------------------------------------
## D3B        35.62   15.81   24.43  35.62  46.80 
## D4A        791.26          791.26 791.26 791.26
## D2B_E8MIXA  0.76    0.19    0.63   0.76   0.89 
## D2A_EPHHM   0.75    0.15    0.64   0.75   0.86 
## D2A_Ranked 17.00    4.24     14     17     20  
## D2B_Ranked 16.50    4.95     13    16.5    20  
## D3B_Ranked  8.00    1.41     7      8      9   
## D4A_Ranked  7.50    9.19     1     7.5     14  
## NatWalkInd 10.75    1.06     10    10.8    12  
## -----------------------------------------------
## 
## Summary Statistics 011400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.40    4.02   1.17  1.51  9.42
## D2B_E8MIXA 0.67    0.10   0.53  0.68  0.76
## D2A_EPHHM  0.45    0.25   0.19  0.43  0.74
## D2A_Ranked 9.25    6.45    3    8.5    17 
## D2B_Ranked 14.25   4.11    9     15    18 
## D3B_Ranked 2.75    1.50    2     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    2.09   3.33  4.75  7.83
## ------------------------------------------
## 
## Summary Statistics 011400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.40    4.02   1.17  1.51  9.42
## D2B_E8MIXA 0.67    0.10   0.53  0.68  0.76
## D2A_EPHHM  0.45    0.25   0.19  0.43  0.74
## D2A_Ranked 9.25    6.45    3    8.5    17 
## D2B_Ranked 14.25   4.11    9     15    18 
## D3B_Ranked 2.75    1.50    2     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    2.09   3.33  4.75  7.83
## ------------------------------------------
## 
## Summary Statistics 011400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.40    4.02   1.17  1.51  9.42
## D2B_E8MIXA 0.67    0.10   0.53  0.68  0.76
## D2A_EPHHM  0.45    0.25   0.19  0.43  0.74
## D2A_Ranked 9.25    6.45    3    8.5    17 
## D2B_Ranked 14.25   4.11    9     15    18 
## D3B_Ranked 2.75    1.50    2     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    2.09   3.33  4.75  7.83
## ------------------------------------------
## 
## Summary Statistics 011400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.40    4.02   1.17  1.51  9.42
## D2B_E8MIXA 0.67    0.10   0.53  0.68  0.76
## D2A_EPHHM  0.45    0.25   0.19  0.43  0.74
## D2A_Ranked 9.25    6.45    3    8.5    17 
## D2B_Ranked 14.25   4.11    9     15    18 
## D3B_Ranked 2.75    1.50    2     2     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.17    2.09   3.33  4.75  7.83
## ------------------------------------------
## 
## Summary Statistics 020101
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.83    2.86   3.44  5.04  9.00
## D2B_E8MIXA 0.54    0.19   0.36  0.52  0.73
## D2A_EPHHM  0.70    0.10   0.59  0.75  0.77
## D2A_Ranked 16.33   2.89    13    18    18 
## D2B_Ranked 10.33   6.11    5     9     17 
## D3B_Ranked 4.00    1.00    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.11    1.62   4.33  6.50  7.50
## ------------------------------------------
## 
## Summary Statistics 020101
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.83    2.86   3.44  5.04  9.00
## D2B_E8MIXA 0.54    0.19   0.36  0.52  0.73
## D2A_EPHHM  0.70    0.10   0.59  0.75  0.77
## D2A_Ranked 16.33   2.89    13    18    18 
## D2B_Ranked 10.33   6.11    5     9     17 
## D3B_Ranked 4.00    1.00    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.11    1.62   4.33  6.50  7.50
## ------------------------------------------
## 
## Summary Statistics 020101
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.83    2.86   3.44  5.04  9.00
## D2B_E8MIXA 0.54    0.19   0.36  0.52  0.73
## D2A_EPHHM  0.70    0.10   0.59  0.75  0.77
## D2A_Ranked 16.33   2.89    13    18    18 
## D2B_Ranked 10.33   6.11    5     9     17 
## D3B_Ranked 4.00    1.00    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.11    1.62   4.33  6.50  7.50
## ------------------------------------------
## 
## Summary Statistics 020102
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        31.09   7.11   23.23 32.98  37.07
## D2B_E8MIXA 0.74    0.01   0.73   0.74  0.75 
## D2A_EPHHM  0.38    0.13   0.24   0.40  0.50 
## D2A_Ranked 7.00    3.00     4     7     10  
## D2B_Ranked 16.67   0.58    16     17    17  
## D3B_Ranked 7.67    0.58     7     8      8  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 6.83    0.60   6.33   6.67  7.50 
## --------------------------------------------
## 
## Summary Statistics 020102
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        31.09   7.11   23.23 32.98  37.07
## D2B_E8MIXA 0.74    0.01   0.73   0.74  0.75 
## D2A_EPHHM  0.38    0.13   0.24   0.40  0.50 
## D2A_Ranked 7.00    3.00     4     7     10  
## D2B_Ranked 16.67   0.58    16     17    17  
## D3B_Ranked 7.67    0.58     7     8      8  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 6.83    0.60   6.33   6.67  7.50 
## --------------------------------------------
## 
## Summary Statistics 020102
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        31.09   7.11   23.23 32.98  37.07
## D2B_E8MIXA 0.74    0.01   0.73   0.74  0.75 
## D2A_EPHHM  0.38    0.13   0.24   0.40  0.50 
## D2A_Ranked 7.00    3.00     4     7     10  
## D2B_Ranked 16.67   0.58    16     17    17  
## D3B_Ranked 7.67    0.58     7     8      8  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 6.83    0.60   6.33   6.67  7.50 
## --------------------------------------------
## 
## Summary Statistics 020200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.53    1.13   1.00  2.80  3.52
## D2B_E8MIXA 0.53    0.18   0.33  0.53  0.74
## D2A_EPHHM  0.49    0.15   0.36  0.46  0.68
## D2A_Ranked 10.00   4.55    6     9     16 
## D2B_Ranked 9.75    5.62    4     9     17 
## D3B_Ranked 2.50    1.00    1     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.46    1.84    3     4     7  
## ------------------------------------------
## 
## Summary Statistics 020200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.53    1.13   1.00  2.80  3.52
## D2B_E8MIXA 0.53    0.18   0.33  0.53  0.74
## D2A_EPHHM  0.49    0.15   0.36  0.46  0.68
## D2A_Ranked 10.00   4.55    6     9     16 
## D2B_Ranked 9.75    5.62    4     9     17 
## D3B_Ranked 2.50    1.00    1     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.46    1.84    3     4     7  
## ------------------------------------------
## 
## Summary Statistics 020200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.53    1.13   1.00  2.80  3.52
## D2B_E8MIXA 0.53    0.18   0.33  0.53  0.74
## D2A_EPHHM  0.49    0.15   0.36  0.46  0.68
## D2A_Ranked 10.00   4.55    6     9     16 
## D2B_Ranked 9.75    5.62    4     9     17 
## D3B_Ranked 2.50    1.00    1     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.46    1.84    3     4     7  
## ------------------------------------------
## 
## Summary Statistics 020200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.53    1.13   1.00  2.80  3.52
## D2B_E8MIXA 0.53    0.18   0.33  0.53  0.74
## D2A_EPHHM  0.49    0.15   0.36  0.46  0.68
## D2A_Ranked 10.00   4.55    6     9     16 
## D2B_Ranked 9.75    5.62    4     9     17 
## D3B_Ranked 2.50    1.00    1     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.46    1.84    3     4     7  
## ------------------------------------------
## 
## Summary Statistics 020300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        1.54   0.47   1.02  1.64  1.95
## D2B_E8MIXA 0.32   0.28   0.09  0.24  0.63
## D2A_EPHHM  0.42   0.14   0.30  0.38  0.57
## D2A_Ranked 8.00   3.61    5     7     12 
## D2B_Ranked 6.00   6.08    2     3     13 
## D3B_Ranked 1.67   0.58    1     2     2  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   0.51   2.67  3.33  3.67
## -----------------------------------------
## 
## Summary Statistics 020300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        1.54   0.47   1.02  1.64  1.95
## D2B_E8MIXA 0.32   0.28   0.09  0.24  0.63
## D2A_EPHHM  0.42   0.14   0.30  0.38  0.57
## D2A_Ranked 8.00   3.61    5     7     12 
## D2B_Ranked 6.00   6.08    2     3     13 
## D3B_Ranked 1.67   0.58    1     2     2  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   0.51   2.67  3.33  3.67
## -----------------------------------------
## 
## Summary Statistics 020300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        1.54   0.47   1.02  1.64  1.95
## D2B_E8MIXA 0.32   0.28   0.09  0.24  0.63
## D2A_EPHHM  0.42   0.14   0.30  0.38  0.57
## D2A_Ranked 8.00   3.61    5     7     12 
## D2B_Ranked 6.00   6.08    2     3     13 
## D3B_Ranked 1.67   0.58    1     2     2  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   0.51   2.67  3.33  3.67
## -----------------------------------------
## 
## Summary Statistics 030101
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        4.43    2.33   2.78  4.43  6.08
## D2B_E8MIXA 0.74    0.06   0.69  0.74  0.78
## D2A_EPHHM  0.54    0.29   0.33  0.54  0.75
## D2A_Ranked 12.00   8.49    6     12    18 
## D2B_Ranked 16.50   2.12    15   16.5   18 
## D3B_Ranked 3.50    0.71    3    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.25    2.00   4.83  6.25  7.67
## ------------------------------------------
## 
## Summary Statistics 030101
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        4.43    2.33   2.78  4.43  6.08
## D2B_E8MIXA 0.74    0.06   0.69  0.74  0.78
## D2A_EPHHM  0.54    0.29   0.33  0.54  0.75
## D2A_Ranked 12.00   8.49    6     12    18 
## D2B_Ranked 16.50   2.12    15   16.5   18 
## D3B_Ranked 3.50    0.71    3    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.25    2.00   4.83  6.25  7.67
## ------------------------------------------
## 
## Summary Statistics 030102
## ==========================================
## Statistic  Mean St. Dev. Min  Median  Max 
## ------------------------------------------
## D3B        8.28   5.44   2.47  8.54  13.58
## D2B_E8MIXA 0.48   0.06   0.42  0.47  0.55 
## D2A_EPHHM  0.33   0.05   0.25  0.34  0.38 
## D2A_Ranked 5.75   1.26    4     6      7  
## D2B_Ranked 7.75   1.71    6    7.5    10  
## D3B_Ranked 4.50   1.29    3    4.5     6  
## D4A_Ranked 1.00   0.00    1     1      1  
## NatWalkInd 4.08   0.40   3.83  3.92  4.67 
## ------------------------------------------
## 
## Summary Statistics 030102
## ==========================================
## Statistic  Mean St. Dev. Min  Median  Max 
## ------------------------------------------
## D3B        8.28   5.44   2.47  8.54  13.58
## D2B_E8MIXA 0.48   0.06   0.42  0.47  0.55 
## D2A_EPHHM  0.33   0.05   0.25  0.34  0.38 
## D2A_Ranked 5.75   1.26    4     6      7  
## D2B_Ranked 7.75   1.71    6    7.5    10  
## D3B_Ranked 4.50   1.29    3    4.5     6  
## D4A_Ranked 1.00   0.00    1     1      1  
## NatWalkInd 4.08   0.40   3.83  3.92  4.67 
## ------------------------------------------
## 
## Summary Statistics 030102
## ==========================================
## Statistic  Mean St. Dev. Min  Median  Max 
## ------------------------------------------
## D3B        8.28   5.44   2.47  8.54  13.58
## D2B_E8MIXA 0.48   0.06   0.42  0.47  0.55 
## D2A_EPHHM  0.33   0.05   0.25  0.34  0.38 
## D2A_Ranked 5.75   1.26    4     6      7  
## D2B_Ranked 7.75   1.71    6    7.5    10  
## D3B_Ranked 4.50   1.29    3    4.5     6  
## D4A_Ranked 1.00   0.00    1     1      1  
## NatWalkInd 4.08   0.40   3.83  3.92  4.67 
## ------------------------------------------
## 
## Summary Statistics 030102
## ==========================================
## Statistic  Mean St. Dev. Min  Median  Max 
## ------------------------------------------
## D3B        8.28   5.44   2.47  8.54  13.58
## D2B_E8MIXA 0.48   0.06   0.42  0.47  0.55 
## D2A_EPHHM  0.33   0.05   0.25  0.34  0.38 
## D2A_Ranked 5.75   1.26    4     6      7  
## D2B_Ranked 7.75   1.71    6    7.5    10  
## D3B_Ranked 4.50   1.29    3    4.5     6  
## D4A_Ranked 1.00   0.00    1     1      1  
## NatWalkInd 4.08   0.40   3.83  3.92  4.67 
## ------------------------------------------
## 
## Summary Statistics 030200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        9.12    4.46   4.05  9.73  12.97
## D2B_E8MIXA 0.63    0.19   0.37  0.68  0.81 
## D2A_EPHHM  0.58    0.14   0.45  0.55  0.79 
## D2A_Ranked 12.50   3.87    9    11.5   18  
## D2B_Ranked 13.25   5.91    5    14.5   19  
## D3B_Ranked 4.50    0.58    4    4.5     5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.12    1.44   4.00  6.75  7.00 
## -------------------------------------------
## 
## Summary Statistics 030200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        9.12    4.46   4.05  9.73  12.97
## D2B_E8MIXA 0.63    0.19   0.37  0.68  0.81 
## D2A_EPHHM  0.58    0.14   0.45  0.55  0.79 
## D2A_Ranked 12.50   3.87    9    11.5   18  
## D2B_Ranked 13.25   5.91    5    14.5   19  
## D3B_Ranked 4.50    0.58    4    4.5     5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.12    1.44   4.00  6.75  7.00 
## -------------------------------------------
## 
## Summary Statistics 030200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        9.12    4.46   4.05  9.73  12.97
## D2B_E8MIXA 0.63    0.19   0.37  0.68  0.81 
## D2A_EPHHM  0.58    0.14   0.45  0.55  0.79 
## D2A_Ranked 12.50   3.87    9    11.5   18  
## D2B_Ranked 13.25   5.91    5    14.5   19  
## D3B_Ranked 4.50    0.58    4    4.5     5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.12    1.44   4.00  6.75  7.00 
## -------------------------------------------
## 
## Summary Statistics 030200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        9.12    4.46   4.05  9.73  12.97
## D2B_E8MIXA 0.63    0.19   0.37  0.68  0.81 
## D2A_EPHHM  0.58    0.14   0.45  0.55  0.79 
## D2A_Ranked 12.50   3.87    9    11.5   18  
## D2B_Ranked 13.25   5.91    5    14.5   19  
## D3B_Ranked 4.50    0.58    4    4.5     5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.12    1.44   4.00  6.75  7.00 
## -------------------------------------------
## 
## Summary Statistics 090100
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        50.03  19.08   22.81 55.72  65.89
## D2B_E8MIXA 0.55    0.15   0.34   0.59  0.68 
## D2A_EPHHM  0.59    0.12   0.47   0.58  0.74 
## D2A_Ranked 12.75   3.50     9    12.5   17  
## D2B_Ranked 10.25   4.65     4     11    15  
## D3B_Ranked 9.50    1.73     7     10    11  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 7.33    1.06   5.83   7.58  8.33 
## --------------------------------------------
## 
## Summary Statistics 090100
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        50.03  19.08   22.81 55.72  65.89
## D2B_E8MIXA 0.55    0.15   0.34   0.59  0.68 
## D2A_EPHHM  0.59    0.12   0.47   0.58  0.74 
## D2A_Ranked 12.75   3.50     9    12.5   17  
## D2B_Ranked 10.25   4.65     4     11    15  
## D3B_Ranked 9.50    1.73     7     10    11  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 7.33    1.06   5.83   7.58  8.33 
## --------------------------------------------
## 
## Summary Statistics 090100
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        50.03  19.08   22.81 55.72  65.89
## D2B_E8MIXA 0.55    0.15   0.34   0.59  0.68 
## D2A_EPHHM  0.59    0.12   0.47   0.58  0.74 
## D2A_Ranked 12.75   3.50     9    12.5   17  
## D2B_Ranked 10.25   4.65     4     11    15  
## D3B_Ranked 9.50    1.73     7     10    11  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 7.33    1.06   5.83   7.58  8.33 
## --------------------------------------------
## 
## Summary Statistics 090100
## ============================================
## Statistic  Mean  St. Dev.  Min  Median  Max 
## --------------------------------------------
## D3B        50.03  19.08   22.81 55.72  65.89
## D2B_E8MIXA 0.55    0.15   0.34   0.59  0.68 
## D2A_EPHHM  0.59    0.12   0.47   0.58  0.74 
## D2A_Ranked 12.75   3.50     9    12.5   17  
## D2B_Ranked 10.25   4.65     4     11    15  
## D3B_Ranked 9.50    1.73     7     10    11  
## D4A_Ranked 1.00    0.00     1     1      1  
## NatWalkInd 7.33    1.06   5.83   7.58  8.33 
## --------------------------------------------
## 
## Summary Statistics 090200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        5.81    4.98   2.36  3.54  11.52
## D2B_E8MIXA 0.53    0.20   0.35  0.50  0.74 
## D2A_EPHHM  0.60    0.08   0.52  0.60  0.68 
## D2A_Ranked 13.33   2.52    11    13    16  
## D2B_Ranked 10.00   6.24    5     8     17  
## D3B_Ranked 3.67    1.15    3     3      5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.44    1.17   4.33  5.33  6.67 
## -------------------------------------------
## 
## Summary Statistics 090200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        5.81    4.98   2.36  3.54  11.52
## D2B_E8MIXA 0.53    0.20   0.35  0.50  0.74 
## D2A_EPHHM  0.60    0.08   0.52  0.60  0.68 
## D2A_Ranked 13.33   2.52    11    13    16  
## D2B_Ranked 10.00   6.24    5     8     17  
## D3B_Ranked 3.67    1.15    3     3      5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.44    1.17   4.33  5.33  6.67 
## -------------------------------------------
## 
## Summary Statistics 090200
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        5.81    4.98   2.36  3.54  11.52
## D2B_E8MIXA 0.53    0.20   0.35  0.50  0.74 
## D2A_EPHHM  0.60    0.08   0.52  0.60  0.68 
## D2A_Ranked 13.33   2.52    11    13    16  
## D2B_Ranked 10.00   6.24    5     8     17  
## D3B_Ranked 3.67    1.15    3     3      5  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.44    1.17   4.33  5.33  6.67 
## -------------------------------------------
## 
## Summary Statistics 090300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        2.68   0.23   2.46  2.67  2.92
## D2B_E8MIXA 0.42   0.16   0.27  0.42  0.59
## D2A_EPHHM  0.27   0.16   0.09  0.35  0.37
## D2A_Ranked 4.67   3.21    1     6     7  
## D2B_Ranked 6.67   4.04    3     6     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   1.11   2.00  3.50  4.17
## -----------------------------------------
## 
## Summary Statistics 090300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        2.68   0.23   2.46  2.67  2.92
## D2B_E8MIXA 0.42   0.16   0.27  0.42  0.59
## D2A_EPHHM  0.27   0.16   0.09  0.35  0.37
## D2A_Ranked 4.67   3.21    1     6     7  
## D2B_Ranked 6.67   4.04    3     6     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   1.11   2.00  3.50  4.17
## -----------------------------------------
## 
## Summary Statistics 090300
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        2.68   0.23   2.46  2.67  2.92
## D2B_E8MIXA 0.42   0.16   0.27  0.42  0.59
## D2A_EPHHM  0.27   0.16   0.09  0.35  0.37
## D2A_Ranked 4.67   3.21    1     6     7  
## D2B_Ranked 6.67   4.04    3     6     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.22   1.11   2.00  3.50  4.17
## -----------------------------------------
## 
## Summary Statistics 090400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.46    0.42   3.08  3.41  3.95
## D2B_E8MIXA 0.55    0.08   0.45  0.55  0.65
## D2A_EPHHM  0.44    0.18   0.24  0.44  0.62
## D2A_Ranked 8.75    4.57    4    8.5    14 
## D2B_Ranked 10.00   2.94    7    9.5    14 
## D3B_Ranked 3.25    0.50    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.54    0.84   3.50  4.58  5.50
## ------------------------------------------
## 
## Summary Statistics 090400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.46    0.42   3.08  3.41  3.95
## D2B_E8MIXA 0.55    0.08   0.45  0.55  0.65
## D2A_EPHHM  0.44    0.18   0.24  0.44  0.62
## D2A_Ranked 8.75    4.57    4    8.5    14 
## D2B_Ranked 10.00   2.94    7    9.5    14 
## D3B_Ranked 3.25    0.50    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.54    0.84   3.50  4.58  5.50
## ------------------------------------------
## 
## Summary Statistics 090400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.46    0.42   3.08  3.41  3.95
## D2B_E8MIXA 0.55    0.08   0.45  0.55  0.65
## D2A_EPHHM  0.44    0.18   0.24  0.44  0.62
## D2A_Ranked 8.75    4.57    4    8.5    14 
## D2B_Ranked 10.00   2.94    7    9.5    14 
## D3B_Ranked 3.25    0.50    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.54    0.84   3.50  4.58  5.50
## ------------------------------------------
## 
## Summary Statistics 090400
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.46    0.42   3.08  3.41  3.95
## D2B_E8MIXA 0.55    0.08   0.45  0.55  0.65
## D2A_EPHHM  0.44    0.18   0.24  0.44  0.62
## D2A_Ranked 8.75    4.57    4    8.5    14 
## D2B_Ranked 10.00   2.94    7    9.5    14 
## D3B_Ranked 3.25    0.50    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.54    0.84   3.50  4.58  5.50
## ------------------------------------------
## 
## Summary Statistics 090500
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        10.68  13.04   3.08  3.21  25.73
## D2B_E8MIXA 0.47    0.29   0.23  0.37  0.79 
## D2A_EPHHM  0.51    0.17   0.33  0.57  0.65 
## D2A_Ranked 10.67   5.13    5     12    15  
## D2B_Ranked 9.00    8.72    3     5     19  
## D3B_Ranked 4.33    2.31    3     3      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.06    2.94   2.67  4.17  8.33 
## -------------------------------------------
## 
## Summary Statistics 090500
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        10.68  13.04   3.08  3.21  25.73
## D2B_E8MIXA 0.47    0.29   0.23  0.37  0.79 
## D2A_EPHHM  0.51    0.17   0.33  0.57  0.65 
## D2A_Ranked 10.67   5.13    5     12    15  
## D2B_Ranked 9.00    8.72    3     5     19  
## D3B_Ranked 4.33    2.31    3     3      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.06    2.94   2.67  4.17  8.33 
## -------------------------------------------
## 
## Summary Statistics 090500
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        10.68  13.04   3.08  3.21  25.73
## D2B_E8MIXA 0.47    0.29   0.23  0.37  0.79 
## D2A_EPHHM  0.51    0.17   0.33  0.57  0.65 
## D2A_Ranked 10.67   5.13    5     12    15  
## D2B_Ranked 9.00    8.72    3     5     19  
## D3B_Ranked 4.33    2.31    3     3      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.06    2.94   2.67  4.17  8.33 
## -------------------------------------------
## 
## Summary Statistics 090600
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        16.97  25.00   2.55  5.47  54.41
## D2B_E8MIXA 0.57    0.31   0.29  0.56  0.89 
## D2A_EPHHM  0.47    0.34   0.11  0.49  0.78 
## D2A_Ranked 10.25   8.42    2    10.5   18  
## D2B_Ranked 11.25   9.00    3     11    20  
## D3B_Ranked 5.25    3.20    3     4     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.67    3.67   2.33  5.25  9.83 
## -------------------------------------------
## 
## Summary Statistics 090600
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        16.97  25.00   2.55  5.47  54.41
## D2B_E8MIXA 0.57    0.31   0.29  0.56  0.89 
## D2A_EPHHM  0.47    0.34   0.11  0.49  0.78 
## D2A_Ranked 10.25   8.42    2    10.5   18  
## D2B_Ranked 11.25   9.00    3     11    20  
## D3B_Ranked 5.25    3.20    3     4     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.67    3.67   2.33  5.25  9.83 
## -------------------------------------------
## 
## Summary Statistics 090600
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        16.97  25.00   2.55  5.47  54.41
## D2B_E8MIXA 0.57    0.31   0.29  0.56  0.89 
## D2A_EPHHM  0.47    0.34   0.11  0.49  0.78 
## D2A_Ranked 10.25   8.42    2    10.5   18  
## D2B_Ranked 11.25   9.00    3     11    20  
## D3B_Ranked 5.25    3.20    3     4     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.67    3.67   2.33  5.25  9.83 
## -------------------------------------------
## 
## Summary Statistics 090600
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        16.97  25.00   2.55  5.47  54.41
## D2B_E8MIXA 0.57    0.31   0.29  0.56  0.89 
## D2A_EPHHM  0.47    0.34   0.11  0.49  0.78 
## D2A_Ranked 10.25   8.42    2    10.5   18  
## D2B_Ranked 11.25   9.00    3     11    20  
## D3B_Ranked 5.25    3.20    3     4     10  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 5.67    3.67   2.33  5.25  9.83 
## -------------------------------------------
## 
## Summary Statistics 090700
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.43    1.92   3.43  4.67  7.60
## D2B_E8MIXA 0.67    0.10   0.57  0.64  0.83
## D2A_EPHHM  0.59    0.21   0.35  0.54  0.86
## D2A_Ranked 12.60   5.77    6     11    20 
## D2B_Ranked 14.00   3.00    11    13    19 
## D3B_Ranked 4.20    0.84    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.17    1.56   4.83  5.50  8.50
## ------------------------------------------
## 
## Summary Statistics 090700
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.43    1.92   3.43  4.67  7.60
## D2B_E8MIXA 0.67    0.10   0.57  0.64  0.83
## D2A_EPHHM  0.59    0.21   0.35  0.54  0.86
## D2A_Ranked 12.60   5.77    6     11    20 
## D2B_Ranked 14.00   3.00    11    13    19 
## D3B_Ranked 4.20    0.84    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.17    1.56   4.83  5.50  8.50
## ------------------------------------------
## 
## Summary Statistics 090700
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.43    1.92   3.43  4.67  7.60
## D2B_E8MIXA 0.67    0.10   0.57  0.64  0.83
## D2A_EPHHM  0.59    0.21   0.35  0.54  0.86
## D2A_Ranked 12.60   5.77    6     11    20 
## D2B_Ranked 14.00   3.00    11    13    19 
## D3B_Ranked 4.20    0.84    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.17    1.56   4.83  5.50  8.50
## ------------------------------------------
## 
## Summary Statistics 090700
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.43    1.92   3.43  4.67  7.60
## D2B_E8MIXA 0.67    0.10   0.57  0.64  0.83
## D2A_EPHHM  0.59    0.21   0.35  0.54  0.86
## D2A_Ranked 12.60   5.77    6     11    20 
## D2B_Ranked 14.00   3.00    11    13    19 
## D3B_Ranked 4.20    0.84    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.17    1.56   4.83  5.50  8.50
## ------------------------------------------
## 
## Summary Statistics 090700
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.43    1.92   3.43  4.67  7.60
## D2B_E8MIXA 0.67    0.10   0.57  0.64  0.83
## D2A_EPHHM  0.59    0.21   0.35  0.54  0.86
## D2A_Ranked 12.60   5.77    6     11    20 
## D2B_Ranked 14.00   3.00    11    13    19 
## D3B_Ranked 4.20    0.84    3     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.17    1.56   4.83  5.50  8.50
## ------------------------------------------
## 
## Summary Statistics 090800
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.77    1.27   2.49  3.80  5.02
## D2B_E8MIXA 0.42    0.34   0.08  0.44  0.75
## D2A_EPHHM  0.50    0.32   0.30  0.32  0.87
## D2A_Ranked 10.00   8.66    5     5     20 
## D2B_Ranked 8.33    7.77    2     6     17 
## D3B_Ranked 3.33    0.58    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.50    2.91   2.50  3.17  7.83
## ------------------------------------------
## 
## Summary Statistics 090800
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.77    1.27   2.49  3.80  5.02
## D2B_E8MIXA 0.42    0.34   0.08  0.44  0.75
## D2A_EPHHM  0.50    0.32   0.30  0.32  0.87
## D2A_Ranked 10.00   8.66    5     5     20 
## D2B_Ranked 8.33    7.77    2     6     17 
## D3B_Ranked 3.33    0.58    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.50    2.91   2.50  3.17  7.83
## ------------------------------------------
## 
## Summary Statistics 090800
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.77    1.27   2.49  3.80  5.02
## D2B_E8MIXA 0.42    0.34   0.08  0.44  0.75
## D2A_EPHHM  0.50    0.32   0.30  0.32  0.87
## D2A_Ranked 10.00   8.66    5     5     20 
## D2B_Ranked 8.33    7.77    2     6     17 
## D3B_Ranked 3.33    0.58    3     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.50    2.91   2.50  3.17  7.83
## ------------------------------------------
## 
## Summary Statistics 930100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.59    8.70   2.28  5.31  21.45
## D2B_E8MIXA 0.61    0.38   0.04  0.76  0.88 
## D2A_EPHHM  0.74    0.08   0.67  0.73  0.83 
## D2A_Ranked 17.00   1.83    15    17    19  
## D2B_Ranked 14.00   8.83    1    17.5   20  
## D3B_Ranked 4.50    1.73    3     4      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.00    1.94   4.33  7.33  9.00 
## -------------------------------------------
## 
## Summary Statistics 930100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.59    8.70   2.28  5.31  21.45
## D2B_E8MIXA 0.61    0.38   0.04  0.76  0.88 
## D2A_EPHHM  0.74    0.08   0.67  0.73  0.83 
## D2A_Ranked 17.00   1.83    15    17    19  
## D2B_Ranked 14.00   8.83    1    17.5   20  
## D3B_Ranked 4.50    1.73    3     4      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.00    1.94   4.33  7.33  9.00 
## -------------------------------------------
## 
## Summary Statistics 930100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.59    8.70   2.28  5.31  21.45
## D2B_E8MIXA 0.61    0.38   0.04  0.76  0.88 
## D2A_EPHHM  0.74    0.08   0.67  0.73  0.83 
## D2A_Ranked 17.00   1.83    15    17    19  
## D2B_Ranked 14.00   8.83    1    17.5   20  
## D3B_Ranked 4.50    1.73    3     4      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.00    1.94   4.33  7.33  9.00 
## -------------------------------------------
## 
## Summary Statistics 930100
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.59    8.70   2.28  5.31  21.45
## D2B_E8MIXA 0.61    0.38   0.04  0.76  0.88 
## D2A_EPHHM  0.74    0.08   0.67  0.73  0.83 
## D2A_Ranked 17.00   1.83    15    17    19  
## D2B_Ranked 14.00   8.83    1    17.5   20  
## D3B_Ranked 4.50    1.73    3     4      7  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 7.00    1.94   4.33  7.33  9.00 
## -------------------------------------------
## 
## Summary Statistics 930200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.43    1.82   1.33  3.40  5.58
## D2B_E8MIXA 0.55    0.12   0.44  0.54  0.67
## D2A_EPHHM  0.56    0.05   0.53  0.54  0.64
## D2A_Ranked 11.75   1.50    11    11    14 
## D2B_Ranked 10.00   3.56    7    9.5    14 
## D3B_Ranked 3.25    0.96    2    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.04    0.64   4.67  4.75  6.00
## ------------------------------------------
## 
## Summary Statistics 930200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.43    1.82   1.33  3.40  5.58
## D2B_E8MIXA 0.55    0.12   0.44  0.54  0.67
## D2A_EPHHM  0.56    0.05   0.53  0.54  0.64
## D2A_Ranked 11.75   1.50    11    11    14 
## D2B_Ranked 10.00   3.56    7    9.5    14 
## D3B_Ranked 3.25    0.96    2    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.04    0.64   4.67  4.75  6.00
## ------------------------------------------
## 
## Summary Statistics 930200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.43    1.82   1.33  3.40  5.58
## D2B_E8MIXA 0.55    0.12   0.44  0.54  0.67
## D2A_EPHHM  0.56    0.05   0.53  0.54  0.64
## D2A_Ranked 11.75   1.50    11    11    14 
## D2B_Ranked 10.00   3.56    7    9.5    14 
## D3B_Ranked 3.25    0.96    2    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.04    0.64   4.67  4.75  6.00
## ------------------------------------------
## 
## Summary Statistics 930200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.43    1.82   1.33  3.40  5.58
## D2B_E8MIXA 0.55    0.12   0.44  0.54  0.67
## D2A_EPHHM  0.56    0.05   0.53  0.54  0.64
## D2A_Ranked 11.75   1.50    11    11    14 
## D2B_Ranked 10.00   3.56    7    9.5    14 
## D3B_Ranked 3.25    0.96    2    3.5    4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.04    0.64   4.67  4.75  6.00
## ------------------------------------------
## 
## Summary Statistics 930300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.42    8.72   1.38  5.92  20.47
## D2B_E8MIXA 0.62    0.17   0.37  0.68  0.74 
## D2A_EPHHM  0.63    0.14   0.45  0.66  0.77 
## D2A_Ranked 14.25   4.11    9     15    18  
## D2B_Ranked 12.75   5.44    5    14.5   17  
## D3B_Ranked 4.00    1.83    2     4      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.17    1.33   4.33  6.42  7.50 
## -------------------------------------------
## 
## Summary Statistics 930300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.42    8.72   1.38  5.92  20.47
## D2B_E8MIXA 0.62    0.17   0.37  0.68  0.74 
## D2A_EPHHM  0.63    0.14   0.45  0.66  0.77 
## D2A_Ranked 14.25   4.11    9     15    18  
## D2B_Ranked 12.75   5.44    5    14.5   17  
## D3B_Ranked 4.00    1.83    2     4      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.17    1.33   4.33  6.42  7.50 
## -------------------------------------------
## 
## Summary Statistics 930300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.42    8.72   1.38  5.92  20.47
## D2B_E8MIXA 0.62    0.17   0.37  0.68  0.74 
## D2A_EPHHM  0.63    0.14   0.45  0.66  0.77 
## D2A_Ranked 14.25   4.11    9     15    18  
## D2B_Ranked 12.75   5.44    5    14.5   17  
## D3B_Ranked 4.00    1.83    2     4      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.17    1.33   4.33  6.42  7.50 
## -------------------------------------------
## 
## Summary Statistics 930300
## ===========================================
## Statistic  Mean  St. Dev. Min  Median  Max 
## -------------------------------------------
## D3B        8.42    8.72   1.38  5.92  20.47
## D2B_E8MIXA 0.62    0.17   0.37  0.68  0.74 
## D2A_EPHHM  0.63    0.14   0.45  0.66  0.77 
## D2A_Ranked 14.25   4.11    9     15    18  
## D2B_Ranked 12.75   5.44    5    14.5   17  
## D3B_Ranked 4.00    1.83    2     4      6  
## D4A_Ranked 1.00    0.00    1     1      1  
## NatWalkInd 6.17    1.33   4.33  6.42  7.50 
## -------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950100
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.58    1.75   0.78  2.23  5.37
## D2B_E8MIXA 0.55    0.18   0.26  0.56  0.84
## D2A_EPHHM  0.47    0.17   0.26  0.39  0.73
## D2A_Ranked 9.38    4.92    4     7     17 
## D2B_Ranked 10.75   5.41    3    10.5   20 
## D3B_Ranked 2.50    1.26    1     3     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.52    1.56   3.00  4.25  7.17
## ------------------------------------------
## 
## Summary Statistics 950200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.28    3.07   1.85  5.08  9.11
## D2B_E8MIXA 0.61    0.15   0.41  0.63  0.76
## D2A_EPHHM  0.59    0.11   0.49  0.57  0.74
## D2A_Ranked 12.75   3.10    10    12    17 
## D2B_Ranked 12.25   5.06    6    12.5   18 
## D3B_Ranked 3.75    1.26    2     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.75    0.78   5.00  5.75  6.50
## ------------------------------------------
## 
## Summary Statistics 950200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.28    3.07   1.85  5.08  9.11
## D2B_E8MIXA 0.61    0.15   0.41  0.63  0.76
## D2A_EPHHM  0.59    0.11   0.49  0.57  0.74
## D2A_Ranked 12.75   3.10    10    12    17 
## D2B_Ranked 12.25   5.06    6    12.5   18 
## D3B_Ranked 3.75    1.26    2     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.75    0.78   5.00  5.75  6.50
## ------------------------------------------
## 
## Summary Statistics 950200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.28    3.07   1.85  5.08  9.11
## D2B_E8MIXA 0.61    0.15   0.41  0.63  0.76
## D2A_EPHHM  0.59    0.11   0.49  0.57  0.74
## D2A_Ranked 12.75   3.10    10    12    17 
## D2B_Ranked 12.25   5.06    6    12.5   18 
## D3B_Ranked 3.75    1.26    2     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.75    0.78   5.00  5.75  6.50
## ------------------------------------------
## 
## Summary Statistics 950200
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        5.28    3.07   1.85  5.08  9.11
## D2B_E8MIXA 0.61    0.15   0.41  0.63  0.76
## D2A_EPHHM  0.59    0.11   0.49  0.57  0.74
## D2A_Ranked 12.75   3.10    10    12    17 
## D2B_Ranked 12.25   5.06    6    12.5   18 
## D3B_Ranked 3.75    1.26    2     4     5  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 5.75    0.78   5.00  5.75  6.50
## ------------------------------------------
## 
## Summary Statistics 950201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.12    0.45   2.63  3.20  3.53
## D2B_E8MIXA 0.78    0.13   0.63  0.86  0.86
## D2A_EPHHM  0.68    0.29   0.36  0.75  0.94
## D2A_Ranked 14.33   7.37    6     17    20 
## D2B_Ranked 17.67   4.04    13    20    20 
## D3B_Ranked 3.00    0.00    3     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.67    1.89   4.50  7.50  8.00
## ------------------------------------------
## 
## Summary Statistics 950201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.12    0.45   2.63  3.20  3.53
## D2B_E8MIXA 0.78    0.13   0.63  0.86  0.86
## D2A_EPHHM  0.68    0.29   0.36  0.75  0.94
## D2A_Ranked 14.33   7.37    6     17    20 
## D2B_Ranked 17.67   4.04    13    20    20 
## D3B_Ranked 3.00    0.00    3     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.67    1.89   4.50  7.50  8.00
## ------------------------------------------
## 
## Summary Statistics 950201
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        3.12    0.45   2.63  3.20  3.53
## D2B_E8MIXA 0.78    0.13   0.63  0.86  0.86
## D2A_EPHHM  0.68    0.29   0.36  0.75  0.94
## D2A_Ranked 14.33   7.37    6     17    20 
## D2B_Ranked 17.67   4.04    13    20    20 
## D3B_Ranked 3.00    0.00    3     3     3  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 6.67    1.89   4.50  7.50  8.00
## ------------------------------------------
## 
## Summary Statistics 950202
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        4.23   1.32   3.30  4.23  5.16
## D2B_E8MIXA 0.41   0.42   0.11  0.41  0.70
## D2A_EPHHM  0.42   0.01   0.41  0.42  0.43
## D2A_Ranked 8.00   0.00    8     8     8  
## D2B_Ranked 9.00   9.90    2     9     16 
## D3B_Ranked 3.50   0.71    3    3.5    4  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 4.33   1.41   3.33  4.33  5.33
## -----------------------------------------
## 
## Summary Statistics 950202
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        4.23   1.32   3.30  4.23  5.16
## D2B_E8MIXA 0.41   0.42   0.11  0.41  0.70
## D2A_EPHHM  0.42   0.01   0.41  0.42  0.43
## D2A_Ranked 8.00   0.00    8     8     8  
## D2B_Ranked 9.00   9.90    2     9     16 
## D3B_Ranked 3.50   0.71    3    3.5    4  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 4.33   1.41   3.33  4.33  5.33
## -----------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950300
## ==========================================
## Statistic  Mean  St. Dev. Min  Median Max 
## ------------------------------------------
## D3B        2.34    1.15   0.80  2.04  4.61
## D2B_E8MIXA 0.55    0.15   0.39  0.52  0.79
## D2A_EPHHM  0.57    0.19   0.21  0.64  0.77
## D2A_Ranked 12.69   4.97    3     15    18 
## D2B_Ranked 10.15   4.81    5     9     18 
## D3B_Ranked 2.46    0.97    1     2     4  
## D4A_Ranked 1.00    0.00    1     1     1  
## NatWalkInd 4.96    1.41   3.17  4.50  6.50
## ------------------------------------------
## 
## Summary Statistics 950400
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        1.91   0.64   1.46  1.91  2.37
## D2B_E8MIXA 0.47   0.05   0.43  0.47  0.50
## D2A_EPHHM  0.40   0.14   0.30  0.40  0.49
## D2A_Ranked 7.50   3.54    5    7.5    10 
## D2B_Ranked 7.00   1.41    6     7     8  
## D3B_Ranked 2.50   0.71    2    2.5    3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.58   0.59    3    3.6    4  
## -----------------------------------------
## 
## Summary Statistics 950400
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        1.91   0.64   1.46  1.91  2.37
## D2B_E8MIXA 0.47   0.05   0.43  0.47  0.50
## D2A_EPHHM  0.40   0.14   0.30  0.40  0.49
## D2A_Ranked 7.50   3.54    5    7.5    10 
## D2B_Ranked 7.00   1.41    6     7     8  
## D3B_Ranked 2.50   0.71    2    2.5    3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.58   0.59    3    3.6    4  
## -----------------------------------------
## 
## Summary Statistics 950500
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        3.74   0.09   3.66  3.73  3.84
## D2B_E8MIXA 0.51   0.09   0.41  0.54  0.59
## D2A_EPHHM  0.36   0.10   0.25  0.40  0.44
## D2A_Ranked 6.33   2.08    4     7     8  
## D2B_Ranked 8.67   2.52    6     9     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.83   0.73    3    4.2    4  
## -----------------------------------------
## 
## Summary Statistics 950500
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        3.74   0.09   3.66  3.73  3.84
## D2B_E8MIXA 0.51   0.09   0.41  0.54  0.59
## D2A_EPHHM  0.36   0.10   0.25  0.40  0.44
## D2A_Ranked 6.33   2.08    4     7     8  
## D2B_Ranked 8.67   2.52    6     9     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.83   0.73    3    4.2    4  
## -----------------------------------------
## 
## Summary Statistics 950500
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        3.74   0.09   3.66  3.73  3.84
## D2B_E8MIXA 0.51   0.09   0.41  0.54  0.59
## D2A_EPHHM  0.36   0.10   0.25  0.40  0.44
## D2A_Ranked 6.33   2.08    4     7     8  
## D2B_Ranked 8.67   2.52    6     9     11 
## D3B_Ranked 3.00   0.00    3     3     3  
## D4A_Ranked 1.00   0.00    1     1     1  
## NatWalkInd 3.83   0.73    3    4.2    4  
## -----------------------------------------
## 
## Summary Statistics 980100
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        0.66          0.66  0.66  0.66
## D2B_E8MIXA 0.00           0     0     0  
## D2A_EPHHM  0.00           0     0     0  
## D2A_Ranked 1.00           1     1     1  
## D2B_Ranked 1.00           1     1     1  
## D3B_Ranked 1.00           1     1     1  
## D4A_Ranked 1.00           1     1     1  
## NatWalkInd 1.00           1     1     1  
## -----------------------------------------
## 
## Summary Statistics 980200
## =========================================
## Statistic  Mean St. Dev. Min  Median Max 
## -----------------------------------------
## D3B        3.40          3.40  3.40  3.40
## D2B_E8MIXA 0.05          0.05  0.05  0.05
## D2A_EPHHM  0.12          0.12  0.12  0.12
## D2A_Ranked 2.00           2     2     2  
## D2B_Ranked 2.00           2     2     2  
## D3B_Ranked 3.00           3     3     3  
## D4A_Ranked 1.00           1     1     1  
## NatWalkInd 2.00           2     2     2  
## -----------------------------------------
## 
## Summary Statistics 990100
## =======================================
## Statistic  Mean St. Dev. Min Median Max
## ---------------------------------------
## D3B        0.00   0.00    0    0     0 
## D2B_E8MIXA 0.00   0.00    0    0     0 
## D2A_EPHHM  0.00   0.00    0    0     0 
## D2A_Ranked 1.00   0.00    1    1     1 
## D2B_Ranked 1.00   0.00    1    1     1 
## D3B_Ranked 1.00   0.00    1    1     1 
## D4A_Ranked 1.00   0.00    1    1     1 
## NatWalkInd 1.00   0.00    1    1     1 
## ---------------------------------------
## 
## Summary Statistics 990100
## =======================================
## Statistic  Mean St. Dev. Min Median Max
## ---------------------------------------
## D3B        0.00   0.00    0    0     0 
## D2B_E8MIXA 0.00   0.00    0    0     0 
## D2A_EPHHM  0.00   0.00    0    0     0 
## D2A_Ranked 1.00   0.00    1    1     1 
## D2B_Ranked 1.00   0.00    1    1     1 
## D3B_Ranked 1.00   0.00    1    1     1 
## D4A_Ranked 1.00   0.00    1    1     1 
## NatWalkInd 1.00   0.00    1    1     1 
## ---------------------------------------
## 
## Summary Statistics 990100
## =======================================
## Statistic  Mean St. Dev. Min Median Max
## ---------------------------------------
## D3B        0.00   0.00    0    0     0 
## D2B_E8MIXA 0.00   0.00    0    0     0 
## D2A_EPHHM  0.00   0.00    0    0     0 
## D2A_Ranked 1.00   0.00    1    1     1 
## D2B_Ranked 1.00   0.00    1    1     1 
## D3B_Ranked 1.00   0.00    1    1     1 
## D4A_Ranked 1.00   0.00    1    1     1 
## NatWalkInd 1.00   0.00    1    1     1 
## ---------------------------------------
## 
## Summary Statistics 990100
## =======================================
## Statistic  Mean St. Dev. Min Median Max
## ---------------------------------------
## D3B        0.00   0.00    0    0     0 
## D2B_E8MIXA 0.00   0.00    0    0     0 
## D2A_EPHHM  0.00   0.00    0    0     0 
## D2A_Ranked 1.00   0.00    1    1     1 
## D2B_Ranked 1.00   0.00    1    1     1 
## D3B_Ranked 1.00   0.00    1    1     1 
## D4A_Ranked 1.00   0.00    1    1     1 
## NatWalkInd 1.00   0.00    1    1     1 
## ---------------------------------------
## 
## Summary Statistics 990200
## =======================================
## Statistic  Mean St. Dev. Min Median Max
## ---------------------------------------
## D3B        0.00           0    0     0 
## D2B_E8MIXA 0.00           0    0     0 
## D2A_EPHHM  0.00           0    0     0 
## D2A_Ranked 1.00           1    1     1 
## D2B_Ranked 1.00           1    1     1 
## D3B_Ranked 1.00           1    1     1 
## D4A_Ranked 1.00           1    1     1 
## NatWalkInd 1.00           1    1     1 
## ---------------------------------------

Walkability Map

When clicking on a Tract, the map shows the % of Blockgroups in each of the 4 walkability categories.

pal <- colorNumeric("plasma", reverse = TRUE, domain = Tract_freq$sum_mean)

Tract_freq <- st_as_sf(Tract_freq)
st_crs(Tract_freq) <- 4326
Tract_freq <- st_transform(Tract_freq, crs = 4326)
m <- leaflet()%>%
  addTiles()%>%
  addPolygons(data = Tract_freq,
              #lat = test$lat,
              #lng = test$lng,
              fillColor = ~pal(sum_mean),
              weight = 1,
              opacity = 1,
              color = "white",
              fillOpacity = 0.6,
              highlight = highlightOptions(weight = 2, fillOpacity = 0.8, bringToFront = T),
              popup = paste0(#"FIPS Code: ", Freq$GEOID, "<br>"))
                             "Ave. NatWalkind: ", Tract_freq$sum_mean, "<br>",
              "Most Walkable: ", Tract_freq$most_proc, "% of blockgroups", "<br>",
"Above Average Walkable: ", Tract_freq$above_proc, "% of blockgroups", "<br>",
"Below Average Walkable: ", Tract_freq$below_proc, "% of blockgroups", "<br>",
"Least Walkable: ", Tract_freq$least_proc, "% of blockgroups"))%>%
  addLegend("bottomright", pal = pal, values = Tract_freq$sum_mean,
            title = "Walkability", opacity = 0.7)
m

Block Groups

Walkability Map

pal <- colorNumeric("plasma", reverse = TRUE, domain = Freq$NatWalkInd)
m <- leaflet()%>%
  addTiles()%>%
  addPolygons(data = Freq,
              #lat = test$lat,
              #lng = test$lng,
              fillColor = ~pal(NatWalkInd),
              weight = 1,
              opacity = 1,
              color = "white",
              fillOpacity = 0.6,
              highlight = highlightOptions(weight = 2, fillOpacity = 0.8, bringToFront = T),
              popup = paste0("Walkability: ", Freq$C, "<br>",
                             "NatWalkind: ", Freq$NatWalkInd))%>%
  addLegend("bottomright", pal = pal, values = Freq$NatWalkInd,
            title = "Walkability", opacity = 0.7)
m