R: Data Description

Data Wrangling and Data Representation in R

Matteo Ploner

Descriptive statistics

Sum of two dice

  • Take the sum of tossing two dice (x50)
    • The theoretical distribution

Count

  • Count the occurences of values
    • Possible outcomes are 2,3, … 12
  • count()
    • returns a new column n
  # A tibble: 11 x 2
       Sum     n
     <int> <int>
   1     2     1
   2     3     6
   3     4     7
   4     5     5
   5     6     4
   6     7     7
   7     8     7
   8     9     3
   9    10     3
  10    11     5
  11    12     2

Relative frequencies

  • We compute the relative frequencies
    • prop.table()
  # A tibble: 11 x 3
       Sum     n  freq
     <int> <int> <dbl>
   1     2     1  0.02
   2     3     6  0.12
   3     4     7  0.14
   4     5     5  0.1 
   5     6     4  0.08
   6     7     7  0.14
   7     8     7  0.14
   8     9     3  0.06
   9    10     3  0.06
  10    11     5  0.1 
  11    12     2  0.04

Group_by

  • Descriptive statistics can be computed for subgroups
    • Use variable to condition the computation
    • As an example, frequency of odd values
  # A tibble: 2 x 3
    Nature     n  freq
    <chr>  <int> <dbl>
  1 Even      24  0.48
  2 Odd       26  0.52
  • use ungroup() to remove the grouping structure
    • What happens if we do not remove the grouping?

Distribution measures

  • Mean and standard deviations are provide a measure of central tendency and dispersion of the data
    • Median is another, robust, measure of central tendency

Summarise_at

  • Function summarise_at("") allows to compute several statistics for a variable of interest
    • list(~n(),~mean, ~median, ~sd …)
  # A tibble: 1 x 6
        N  Mean Median    SD   Min   Max
    <int> <dbl>  <dbl> <dbl> <int> <int>
  1    50  6.76      7  2.79     2    12
N Mean Median SD Min Max
50 6.76 7 2.789 2 12
  • Alternatively, one can also use summarise and specify the column
  # A tibble: 1 x 6
        n  Mean Median    SD   Min   Max
    <int> <dbl>  <dbl> <dbl> <int> <int>
  1    50  6.76      7  2.79     2    12

Tables

A table

  • A table contains pieces of information organized by columns and rows
    • Two-dimension coordinates
Column_1 Column_2 Column_3
Row 1 1, 1 1, 2 1, 3
Row 2 2, 1 2, 2 2, 3
Row 3 3, 1 3, 2 3, 3

Table output: html

  • A simple table output can be obtained by invoking its name
  # A tibble: 1 x 6
        N  Mean Median    SD   Min   Max
    <int> <dbl>  <dbl> <dbl> <int> <int>
  1    50  6.76      7  2.79     2    12
  • The libraries knitr and kableExtra deliver nicer results!
Summary statistics
N Mean Median SD Min Max
50 6.76 7 2.789 2 12
  • You can easily get the latex code of your table for yoru papers
    • format=“latex”

Graphical tables

  • Information contained in tables can be complemented with graphical support
    • library(formattable)
  • As an example, add a bar whose legnth is proportional to the cell content
Toss Out_1 Out_2 Sum
1 3 5 8
2 4 5 9
3 4 6 10
4 1 5 6
5 4 4 8
6 6 1 7
7 1 6 7
8 1 4 5
9 1 3 4
10 2 3 5

Graphical representation

A Grammar for graphics

  • Wickham (2010) defines a layered grammar of graphics
    • Buiding a graph from multiple layers of data
  • The main layers of a graph are
    • data and aesthetic mappings
    • geometry objects
    • scales
    • facet specification
  • In addition we may have
    • statistical transformations
    • coordinate system

ggplot

  • We rely on the library ggplot2 to provide a graphical representation of data
    • Provide a data frame in the form of a tibble
    • Define the aesthetic mapping gathered from the data frame
      • x: x-dimension
      • y: y-dimension
      • fill: color to fill the graph
      • color: color of the graph
      • size: dimension of graph elements
      • label: labels in the graph

ggplot(data=“DATA”, mapping=aes(x=“X”,y=“Y”,fill=“FILL”))

  • This “sets the ground” for the graph
    • Still need to specify the exact “geometry” of the graph
  • ! mapping can be defined also at the geometry level

ggplot (ii)

  • Define the graph “canvas” p
    • On x-axis,the sequence of tosses
    • On y-axis, the outcome (sum)

Geometry

  • Geometries can be added to the canvas as layers
  • Common geometry functions
    • geom_point()
    • geom_line()
    • geom_smooth()
    • geom_bar()
    • geom_area()
    • ….

Different kind of lines

  • linetype controls the style of line
    • Can be used inside aes(linetype=)

Different kind of points

  • pch controls the style of points
    • Can be used inside aes(pch=)

Fitting

  • Add a smooting function
    • For \(N<1000\) the loess function is used
      • Local Polynomial Regression Fitting
    • Others can be spcified, e.g. method=lm for linear fitting

Axes

  • Axes provide a guide to read the graph
  • Possible to control
    • axis dimensions
    • axis type
    • tick marks
    • tick mark labels

Non-graphical elements: theme

  • You can easily control the size, the orientation, and the color of non-graphical elements with theme
    • Axis
      • axis.title, axis.text, axis.ticks, legend.key, legend.key.size …
    • Legend
      • legend.background, legend.margin, legend.spacing, legend.key.height, legend.key.width, legend.text, legend.text.align, legend.title, legend.position …
    • Facets
      • strip.background, strip.text …

Colors

  • Colours can be used to fill a geometric element (e.g., bars, points) or to define its color (e.g., points, lines, …)
  • Colours can also be used to map variables to colors
    • aes(… color=VAR, fill=VAR)
  • Fill and color for a discrete variable
    • scale_fill_brewer() or scale_color_brewer() to use library(RColorBrewer) palettes
    • scale_fill_manual() or scale_color_manual() to manually define colors
  • Fill and color for a continuous variable
  • scale_fill_gradient() or scale_color_gradient() two-color gradient
  • scale_fill_gradientn() or scale_color_gradientn() n-color gradient, equally spaced

RColorBrewer palettes

Colors

  • Use color to distinguish between Odd and Even Outcomes (discrete mapping)

Themes

  • We can modify the theme of the graph vith theme
    • Overall look
    • Position of the legend
    • Font size
  • A gallery of themes can be found here

Alternative themes

  • Default themes

Alternative themes

  • Extra themes are provided by library(ggthemes)

Facets

  • We can “split” different values into different indpendent panels
    • Facets conditiona upon a variable
  • As an example, divide odd and even outcomes

An Application to experimental data

Experimental design

A Public Goods Game

  • Participants can decide how much contribute to a “public” project out of their endowment
  • Participants are in a group of N subjects (usually 4)
    • What is contributed is multiplied by an efficiency factor $1/N<<1 $
    • What is not contributed is kept in a private account
  • Private incentives are to contribute nothing to the public account
    • But, contributions are efficient
      • \(\Rightarrow\) social dilemma

Treatments: framing

  • We are going to frame the game eiter as a Voluntary Contribution game (VC) or as a Common Pool game (CP)

  • Voluntary Contribution game
    • Participants explicitly decide how much of their endowment contribute to the public project
      • What is not contributed is kept in a private account
  • Common Pool game
    • Participants explicitly decide how much to withdraw from the (already existing) public project
      • What is withdrawn is put in a private account
  • ! Need to create a common unit of observation
    • Contribution

Sample description

Dataset

participant.id_in_session participant.code participant._is_bot participant.time_started participant.payoff player.id_in_group player.choice player.treatment player.payoff group.id_in_subsession subsession.round_number session.code group.total_choices group.total_earnings group.individual_share
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 93 VC 193.5 1 1 EaZ42dvb 373 746 186.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 100 VC 186.5 1 1 EaZ42dvb 373 746 186.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 96 VC 190.5 1 1 EaZ42dvb 373 746 186.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 84 VC 202.5 1 1 EaZ42dvb 373 746 186.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 97 VC 178.5 2 1 EaZ42dvb 351 702 175.5
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 82 VC 193.5 2 1 EaZ42dvb 351 702 175.5
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 78 VC 197.5 2 1 EaZ42dvb 351 702 175.5
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 94 VC 181.5 2 1 EaZ42dvb 351 702 175.5
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 87 VC 190.5 3 1 EaZ42dvb 355 710 177.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 91 VC 186.5 3 1 EaZ42dvb 355 710 177.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 92 VC 185.5 3 1 EaZ42dvb 355 710 177.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 85 VC 192.5 3 1 EaZ42dvb 355 710 177.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 85 VC 190.5 4 1 EaZ42dvb 351 702 175.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 90 VC 185.5 4 1 EaZ42dvb 351 702 175.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 100 VC 175.5 4 1 EaZ42dvb 351 702 175.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 76 VC 199.5 4 1 EaZ42dvb 351 702 175.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 88 VC 184.5 1 2 EaZ42dvb 345 690 172.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 85 VC 187.5 1 2 EaZ42dvb 345 690 172.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 93 VC 179.5 1 2 EaZ42dvb 345 690 172.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 79 VC 193.5 1 2 EaZ42dvb 345 690 172.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 86 VC 185.0 2 2 EaZ42dvb 342 684 171.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 85 VC 186.0 2 2 EaZ42dvb 342 684 171.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 77 VC 194.0 2 2 EaZ42dvb 342 684 171.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 94 VC 177.0 2 2 EaZ42dvb 342 684 171.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 94 VC 190.5 3 2 EaZ42dvb 369 738 184.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 89 VC 195.5 3 2 EaZ42dvb 369 738 184.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 98 VC 186.5 3 2 EaZ42dvb 369 738 184.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 88 VC 196.5 3 2 EaZ42dvb 369 738 184.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 69 VC 177.0 4 2 EaZ42dvb 292 584 146.0
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 76 VC 170.0 4 2 EaZ42dvb 292 584 146.0
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 70 VC 176.0 4 2 EaZ42dvb 292 584 146.0
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 77 VC 169.0 4 2 EaZ42dvb 292 584 146.0
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 67 VC 172.5 1 3 EaZ42dvb 279 558 139.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 73 VC 166.5 1 3 EaZ42dvb 279 558 139.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 64 VC 175.5 1 3 EaZ42dvb 279 558 139.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 75 VC 164.5 1 3 EaZ42dvb 279 558 139.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 66 VC 193.5 2 3 EaZ42dvb 319 638 159.5
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 91 VC 168.5 2 3 EaZ42dvb 319 638 159.5
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 80 VC 179.5 2 3 EaZ42dvb 319 638 159.5
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 82 VC 177.5 2 3 EaZ42dvb 319 638 159.5
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 77 VC 174.0 3 3 EaZ42dvb 302 604 151.0
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 90 VC 161.0 3 3 EaZ42dvb 302 604 151.0
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 67 VC 184.0 3 3 EaZ42dvb 302 604 151.0
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 68 VC 183.0 3 3 EaZ42dvb 302 604 151.0
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 87 VC 159.5 4 3 EaZ42dvb 293 586 146.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 66 VC 180.5 4 3 EaZ42dvb 293 586 146.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 71 VC 175.5 4 3 EaZ42dvb 293 586 146.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 69 VC 177.5 4 3 EaZ42dvb 293 586 146.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 61 VC 165.5 1 4 EaZ42dvb 253 506 126.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 61 VC 165.5 1 4 EaZ42dvb 253 506 126.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 69 VC 157.5 1 4 EaZ42dvb 253 506 126.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 62 VC 164.5 1 4 EaZ42dvb 253 506 126.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 59 VC 171.0 2 4 EaZ42dvb 260 520 130.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 77 VC 153.0 2 4 EaZ42dvb 260 520 130.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 62 VC 168.0 2 4 EaZ42dvb 260 520 130.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 62 VC 168.0 2 4 EaZ42dvb 260 520 130.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 63 VC 167.5 3 4 EaZ42dvb 261 522 130.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 71 VC 159.5 3 4 EaZ42dvb 261 522 130.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 63 VC 167.5 3 4 EaZ42dvb 261 522 130.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 64 VC 166.5 3 4 EaZ42dvb 261 522 130.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 57 VC 163.5 4 4 EaZ42dvb 241 482 120.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 61 VC 159.5 4 4 EaZ42dvb 241 482 120.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 65 VC 155.5 4 4 EaZ42dvb 241 482 120.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 58 VC 162.5 4 4 EaZ42dvb 241 482 120.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 60 VC 139.0 1 5 EaZ42dvb 198 396 99.0
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 40 VC 159.0 1 5 EaZ42dvb 198 396 99.0
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 58 VC 141.0 1 5 EaZ42dvb 198 396 99.0
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 40 VC 159.0 1 5 EaZ42dvb 198 396 99.0
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 52 VC 150.0 2 5 EaZ42dvb 204 408 102.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 50 VC 152.0 2 5 EaZ42dvb 204 408 102.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 48 VC 154.0 2 5 EaZ42dvb 204 408 102.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 54 VC 148.0 2 5 EaZ42dvb 204 408 102.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 36 VC 159.5 3 5 EaZ42dvb 191 382 95.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 67 VC 128.5 3 5 EaZ42dvb 191 382 95.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 38 VC 157.5 3 5 EaZ42dvb 191 382 95.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 50 VC 145.5 3 5 EaZ42dvb 191 382 95.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 44 VC 167.0 4 5 EaZ42dvb 222 444 111.0
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 47 VC 164.0 4 5 EaZ42dvb 222 444 111.0
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 76 VC 135.0 4 5 EaZ42dvb 222 444 111.0
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 55 VC 156.0 4 5 EaZ42dvb 222 444 111.0
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 33 VC 147.0 1 6 EaZ42dvb 160 320 80.0
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 30 VC 150.0 1 6 EaZ42dvb 160 320 80.0
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 51 VC 129.0 1 6 EaZ42dvb 160 320 80.0
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 46 VC 134.0 1 6 EaZ42dvb 160 320 80.0
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 43 VC 130.0 2 6 EaZ42dvb 146 292 73.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 37 VC 136.0 2 6 EaZ42dvb 146 292 73.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 31 VC 142.0 2 6 EaZ42dvb 146 292 73.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 35 VC 138.0 2 6 EaZ42dvb 146 292 73.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 56 VC 140.5 3 6 EaZ42dvb 193 386 96.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 40 VC 156.5 3 6 EaZ42dvb 193 386 96.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 32 VC 164.5 3 6 EaZ42dvb 193 386 96.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 65 VC 131.5 3 6 EaZ42dvb 193 386 96.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 50 VC 153.0 4 6 EaZ42dvb 206 412 103.0
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 44 VC 159.0 4 6 EaZ42dvb 206 412 103.0
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 57 VC 146.0 4 6 EaZ42dvb 206 412 103.0
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 55 VC 148.0 4 6 EaZ42dvb 206 412 103.0
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 31 VC 142.5 1 7 EaZ42dvb 147 294 73.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 59 VC 114.5 1 7 EaZ42dvb 147 294 73.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 34 VC 139.5 1 7 EaZ42dvb 147 294 73.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 23 VC 150.5 1 7 EaZ42dvb 147 294 73.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 36 VC 150.5 2 7 EaZ42dvb 173 346 86.5
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 39 VC 147.5 2 7 EaZ42dvb 173 346 86.5
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 60 VC 126.5 2 7 EaZ42dvb 173 346 86.5
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 38 VC 148.5 2 7 EaZ42dvb 173 346 86.5
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 42 VC 132.5 3 7 EaZ42dvb 149 298 74.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 36 VC 138.5 3 7 EaZ42dvb 149 298 74.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 34 VC 140.5 3 7 EaZ42dvb 149 298 74.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 37 VC 137.5 3 7 EaZ42dvb 149 298 74.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 45 VC 154.5 4 7 EaZ42dvb 199 398 99.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 58 VC 141.5 4 7 EaZ42dvb 199 398 99.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 47 VC 152.5 4 7 EaZ42dvb 199 398 99.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 49 VC 150.5 4 7 EaZ42dvb 199 398 99.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 16 VC 132.5 1 8 EaZ42dvb 97 194 48.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 38 VC 110.5 1 8 EaZ42dvb 97 194 48.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 30 VC 118.5 1 8 EaZ42dvb 97 194 48.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 13 VC 135.5 1 8 EaZ42dvb 97 194 48.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 33 VC 128.0 2 8 EaZ42dvb 122 244 61.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 26 VC 135.0 2 8 EaZ42dvb 122 244 61.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 43 VC 118.0 2 8 EaZ42dvb 122 244 61.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 20 VC 141.0 2 8 EaZ42dvb 122 244 61.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 24 VC 126.5 3 8 EaZ42dvb 101 202 50.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 19 VC 131.5 3 8 EaZ42dvb 101 202 50.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 26 VC 124.5 3 8 EaZ42dvb 101 202 50.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 32 VC 118.5 3 8 EaZ42dvb 101 202 50.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 21 VC 124.5 4 8 EaZ42dvb 91 182 45.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 36 VC 109.5 4 8 EaZ42dvb 91 182 45.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 16 VC 129.5 4 8 EaZ42dvb 91 182 45.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 18 VC 127.5 4 8 EaZ42dvb 91 182 45.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 33 VC 107.0 1 9 EaZ42dvb 80 160 40.0
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 9 VC 131.0 1 9 EaZ42dvb 80 160 40.0
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 23 VC 117.0 1 9 EaZ42dvb 80 160 40.0
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 15 VC 125.0 1 9 EaZ42dvb 80 160 40.0
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 23 VC 132.0 2 9 EaZ42dvb 110 220 55.0
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 36 VC 119.0 2 9 EaZ42dvb 110 220 55.0
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 35 VC 120.0 2 9 EaZ42dvb 110 220 55.0
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 16 VC 139.0 2 9 EaZ42dvb 110 220 55.0
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 0 VC 147.0 3 9 EaZ42dvb 94 188 47.0
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 44 VC 103.0 3 9 EaZ42dvb 94 188 47.0
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 26 VC 121.0 3 9 EaZ42dvb 94 188 47.0
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 24 VC 123.0 3 9 EaZ42dvb 94 188 47.0
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 19 VC 122.5 4 9 EaZ42dvb 83 166 41.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 24 VC 117.5 4 9 EaZ42dvb 83 166 41.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 17 VC 124.5 4 9 EaZ42dvb 83 166 41.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 23 VC 118.5 4 9 EaZ42dvb 83 166 41.5
1 GNZuCtwe 0 2020-04-15 10:00:00 1503.5 1 6 VC 119.5 1 10 EaZ42dvb 51 102 25.5
2 d3CAgNlU 0 2020-04-15 10:00:00 1496.5 2 0 VC 125.5 1 10 EaZ42dvb 51 102 25.5
3 izNmvDe7 0 2020-04-15 10:00:00 1453.5 3 20 VC 105.5 1 10 EaZ42dvb 51 102 25.5
4 GN0NrLTb 0 2020-04-15 10:00:00 1529.5 4 25 VC 100.5 1 10 EaZ42dvb 51 102 25.5
5 UBpfn6iP 0 2020-04-15 10:00:00 1528.0 1 7 VC 109.5 2 10 EaZ42dvb 33 66 16.5
6 oemYWm1T 0 2020-04-15 10:00:00 1507.0 2 0 VC 116.5 2 10 EaZ42dvb 33 66 16.5
7 jgTrRF46 0 2020-04-15 10:00:00 1500.0 3 16 VC 100.5 2 10 EaZ42dvb 33 66 16.5
8 JWfPuISK 0 2020-04-15 10:00:00 1525.0 4 10 VC 106.5 2 10 EaZ42dvb 33 66 16.5
9 eFTl5sLq 0 2020-04-15 10:00:00 1539.0 1 0 VC 110.5 3 10 EaZ42dvb 21 42 10.5
10 LKTtrOmx 0 2020-04-15 10:00:00 1461.0 2 10 VC 100.5 3 10 EaZ42dvb 21 42 10.5
11 QiOKkCi7 0 2020-04-15 10:00:00 1538.0 3 4 VC 106.5 3 10 EaZ42dvb 21 42 10.5
12 F8E3dsmn 0 2020-04-15 10:00:00 1498.0 4 7 VC 103.5 3 10 EaZ42dvb 21 42 10.5
13 SPobeLGz 0 2020-04-15 10:00:00 1529.5 1 0 VC 117.5 4 10 EaZ42dvb 35 70 17.5
14 dD8Tvbyj 0 2020-04-15 10:00:00 1476.5 2 28 VC 89.5 4 10 EaZ42dvb 35 70 17.5
15 MQ90i6Rd 0 2020-04-15 10:00:00 1480.5 3 7 VC 110.5 4 10 EaZ42dvb 35 70 17.5
16 zUUAkSVC 0 2020-04-15 10:00:00 1526.5 4 0 VC 117.5 4 10 EaZ42dvb 35 70 17.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 99 VC 189.5 1 1 aP4WxhYF 377 754 188.5
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 100 VC 188.5 1 1 aP4WxhYF 377 754 188.5
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 90 VC 198.5 1 1 aP4WxhYF 377 754 188.5
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 88 VC 200.5 1 1 aP4WxhYF 377 754 188.5
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 100 VC 184.0 2 1 aP4WxhYF 368 736 184.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 81 VC 203.0 2 1 aP4WxhYF 368 736 184.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 100 VC 184.0 2 1 aP4WxhYF 368 736 184.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 87 VC 197.0 2 1 aP4WxhYF 368 736 184.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 100 VC 194.5 3 1 aP4WxhYF 389 778 194.5
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 100 VC 194.5 3 1 aP4WxhYF 389 778 194.5
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 92 VC 202.5 3 1 aP4WxhYF 389 778 194.5
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 97 VC 197.5 3 1 aP4WxhYF 389 778 194.5
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 81 VC 202.5 4 1 aP4WxhYF 367 734 183.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 94 VC 189.5 4 1 aP4WxhYF 367 734 183.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 100 VC 183.5 4 1 aP4WxhYF 367 734 183.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 92 VC 191.5 4 1 aP4WxhYF 367 734 183.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 77 VC 186.5 1 2 aP4WxhYF 327 654 163.5
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 75 VC 188.5 1 2 aP4WxhYF 327 654 163.5
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 82 VC 181.5 1 2 aP4WxhYF 327 654 163.5
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 93 VC 170.5 1 2 aP4WxhYF 327 654 163.5
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 77 VC 180.0 2 2 aP4WxhYF 314 628 157.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 81 VC 176.0 2 2 aP4WxhYF 314 628 157.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 69 VC 188.0 2 2 aP4WxhYF 314 628 157.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 87 VC 170.0 2 2 aP4WxhYF 314 628 157.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 95 VC 177.5 3 2 aP4WxhYF 345 690 172.5
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 97 VC 175.5 3 2 aP4WxhYF 345 690 172.5
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 90 VC 182.5 3 2 aP4WxhYF 345 690 172.5
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 63 VC 209.5 3 2 aP4WxhYF 345 690 172.5
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 87 VC 181.0 4 2 aP4WxhYF 336 672 168.0
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 87 VC 181.0 4 2 aP4WxhYF 336 672 168.0
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 78 VC 190.0 4 2 aP4WxhYF 336 672 168.0
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 84 VC 184.0 4 2 aP4WxhYF 336 672 168.0
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 64 VC 171.5 1 3 aP4WxhYF 271 542 135.5
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 80 VC 155.5 1 3 aP4WxhYF 271 542 135.5
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 70 VC 165.5 1 3 aP4WxhYF 271 542 135.5
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 57 VC 178.5 1 3 aP4WxhYF 271 542 135.5
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 69 VC 184.0 2 3 aP4WxhYF 306 612 153.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 87 VC 166.0 2 3 aP4WxhYF 306 612 153.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 70 VC 183.0 2 3 aP4WxhYF 306 612 153.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 80 VC 173.0 2 3 aP4WxhYF 306 612 153.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 82 VC 164.0 3 3 aP4WxhYF 292 584 146.0
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 73 VC 173.0 3 3 aP4WxhYF 292 584 146.0
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 69 VC 177.0 3 3 aP4WxhYF 292 584 146.0
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 68 VC 178.0 3 3 aP4WxhYF 292 584 146.0
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 80 VC 163.5 4 3 aP4WxhYF 287 574 143.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 62 VC 181.5 4 3 aP4WxhYF 287 574 143.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 75 VC 168.5 4 3 aP4WxhYF 287 574 143.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 70 VC 173.5 4 3 aP4WxhYF 287 574 143.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 41 VC 172.0 1 4 aP4WxhYF 226 452 113.0
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 50 VC 163.0 1 4 aP4WxhYF 226 452 113.0
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 73 VC 140.0 1 4 aP4WxhYF 226 452 113.0
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 62 VC 151.0 1 4 aP4WxhYF 226 452 113.0
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 72 VC 180.5 2 4 aP4WxhYF 305 610 152.5
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 83 VC 169.5 2 4 aP4WxhYF 305 610 152.5
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 79 VC 173.5 2 4 aP4WxhYF 305 610 152.5
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 71 VC 181.5 2 4 aP4WxhYF 305 610 152.5
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 68 VC 172.0 3 4 aP4WxhYF 280 560 140.0
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 62 VC 178.0 3 4 aP4WxhYF 280 560 140.0
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 80 VC 160.0 3 4 aP4WxhYF 280 560 140.0
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 70 VC 170.0 3 4 aP4WxhYF 280 560 140.0
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 52 VC 158.5 4 4 aP4WxhYF 221 442 110.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 62 VC 148.5 4 4 aP4WxhYF 221 442 110.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 45 VC 165.5 4 4 aP4WxhYF 221 442 110.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 62 VC 148.5 4 4 aP4WxhYF 221 442 110.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 29 VC 169.5 1 5 aP4WxhYF 197 394 98.5
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 68 VC 130.5 1 5 aP4WxhYF 197 394 98.5
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 49 VC 149.5 1 5 aP4WxhYF 197 394 98.5
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 51 VC 147.5 1 5 aP4WxhYF 197 394 98.5
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 53 VC 165.5 2 5 aP4WxhYF 237 474 118.5
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 61 VC 157.5 2 5 aP4WxhYF 237 474 118.5
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 62 VC 156.5 2 5 aP4WxhYF 237 474 118.5
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 61 VC 157.5 2 5 aP4WxhYF 237 474 118.5
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 49 VC 150.5 3 5 aP4WxhYF 199 398 99.5
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 41 VC 158.5 3 5 aP4WxhYF 199 398 99.5
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 51 VC 148.5 3 5 aP4WxhYF 199 398 99.5
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 58 VC 141.5 3 5 aP4WxhYF 199 398 99.5
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 47 VC 152.5 4 5 aP4WxhYF 199 398 99.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 54 VC 145.5 4 5 aP4WxhYF 199 398 99.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 43 VC 156.5 4 5 aP4WxhYF 199 398 99.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 55 VC 144.5 4 5 aP4WxhYF 199 398 99.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 47 VC 153.0 1 6 aP4WxhYF 200 400 100.0
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 45 VC 155.0 1 6 aP4WxhYF 200 400 100.0
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 44 VC 156.0 1 6 aP4WxhYF 200 400 100.0
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 64 VC 136.0 1 6 aP4WxhYF 200 400 100.0
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 54 VC 144.0 2 6 aP4WxhYF 196 392 98.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 57 VC 141.0 2 6 aP4WxhYF 196 392 98.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 37 VC 161.0 2 6 aP4WxhYF 196 392 98.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 48 VC 150.0 2 6 aP4WxhYF 196 392 98.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 58 VC 130.5 3 6 aP4WxhYF 177 354 88.5
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 45 VC 143.5 3 6 aP4WxhYF 177 354 88.5
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 25 VC 163.5 3 6 aP4WxhYF 177 354 88.5
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 49 VC 139.5 3 6 aP4WxhYF 177 354 88.5
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 27 VC 161.0 4 6 aP4WxhYF 176 352 88.0
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 38 VC 150.0 4 6 aP4WxhYF 176 352 88.0
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 59 VC 129.0 4 6 aP4WxhYF 176 352 88.0
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 52 VC 136.0 4 6 aP4WxhYF 176 352 88.0
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 48 VC 128.0 1 7 aP4WxhYF 152 304 76.0
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 40 VC 136.0 1 7 aP4WxhYF 152 304 76.0
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 36 VC 140.0 1 7 aP4WxhYF 152 304 76.0
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 28 VC 148.0 1 7 aP4WxhYF 152 304 76.0
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 53 VC 130.0 2 7 aP4WxhYF 166 332 83.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 37 VC 146.0 2 7 aP4WxhYF 166 332 83.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 30 VC 153.0 2 7 aP4WxhYF 166 332 83.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 46 VC 137.0 2 7 aP4WxhYF 166 332 83.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 48 VC 136.0 3 7 aP4WxhYF 168 336 84.0
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 56 VC 128.0 3 7 aP4WxhYF 168 336 84.0
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 31 VC 153.0 3 7 aP4WxhYF 168 336 84.0
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 33 VC 151.0 3 7 aP4WxhYF 168 336 84.0
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 33 VC 133.5 4 7 aP4WxhYF 133 266 66.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 33 VC 133.5 4 7 aP4WxhYF 133 266 66.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 33 VC 133.5 4 7 aP4WxhYF 133 266 66.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 34 VC 132.5 4 7 aP4WxhYF 133 266 66.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 42 VC 119.0 1 8 aP4WxhYF 122 244 61.0
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 21 VC 140.0 1 8 aP4WxhYF 122 244 61.0
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 24 VC 137.0 1 8 aP4WxhYF 122 244 61.0
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 35 VC 126.0 1 8 aP4WxhYF 122 244 61.0
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 39 VC 118.5 2 8 aP4WxhYF 115 230 57.5
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 20 VC 137.5 2 8 aP4WxhYF 115 230 57.5
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 23 VC 134.5 2 8 aP4WxhYF 115 230 57.5
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 33 VC 124.5 2 8 aP4WxhYF 115 230 57.5
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 38 VC 123.0 3 8 aP4WxhYF 122 244 61.0
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 25 VC 136.0 3 8 aP4WxhYF 122 244 61.0
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 14 VC 147.0 3 8 aP4WxhYF 122 244 61.0
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 45 VC 116.0 3 8 aP4WxhYF 122 244 61.0
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 42 VC 108.0 4 8 aP4WxhYF 100 200 50.0
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 21 VC 129.0 4 8 aP4WxhYF 100 200 50.0
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 27 VC 123.0 4 8 aP4WxhYF 100 200 50.0
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 10 VC 140.0 4 8 aP4WxhYF 100 200 50.0
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 25 VC 112.0 1 9 aP4WxhYF 74 148 37.0
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 35 VC 102.0 1 9 aP4WxhYF 74 148 37.0
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 3 VC 134.0 1 9 aP4WxhYF 74 148 37.0
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 11 VC 126.0 1 9 aP4WxhYF 74 148 37.0
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 13 VC 111.5 2 9 aP4WxhYF 49 98 24.5
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 12 VC 112.5 2 9 aP4WxhYF 49 98 24.5
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 0 VC 124.5 2 9 aP4WxhYF 49 98 24.5
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 24 VC 100.5 2 9 aP4WxhYF 49 98 24.5
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 4 VC 128.5 3 9 aP4WxhYF 65 130 32.5
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 19 VC 113.5 3 9 aP4WxhYF 65 130 32.5
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 25 VC 107.5 3 9 aP4WxhYF 65 130 32.5
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 17 VC 115.5 3 9 aP4WxhYF 65 130 32.5
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 28 VC 114.5 4 9 aP4WxhYF 85 170 42.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 19 VC 123.5 4 9 aP4WxhYF 85 170 42.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 13 VC 129.5 4 9 aP4WxhYF 85 170 42.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 25 VC 117.5 4 9 aP4WxhYF 85 170 42.5
1 Zzb4AT0R 0 2020-04-15 12:00:00 1526.5 1 6 VC 125.5 1 10 aP4WxhYF 63 126 31.5
2 GwiATgSx 0 2020-04-15 12:00:00 1462.5 2 28 VC 103.5 1 10 aP4WxhYF 63 126 31.5
3 iO7ErRUg 0 2020-04-15 12:00:00 1523.5 3 10 VC 121.5 1 10 aP4WxhYF 63 126 31.5
4 l9qwaVB0 0 2020-04-15 12:00:00 1496.5 4 19 VC 112.5 1 10 aP4WxhYF 63 126 31.5
5 s81wIAOS 0 2020-04-15 12:00:00 1495.0 1 12 VC 97.0 2 10 aP4WxhYF 18 36 9.0
6 QWq3Ygef 0 2020-04-15 12:00:00 1518.0 2 0 VC 109.0 2 10 aP4WxhYF 18 36 9.0
7 TyOqkXsS 0 2020-04-15 12:00:00 1567.0 3 0 VC 109.0 2 10 aP4WxhYF 18 36 9.0
8 0jiBeXKd 0 2020-04-15 12:00:00 1494.0 4 6 VC 103.0 2 10 aP4WxhYF 18 36 9.0
9 phL7Ovnl 0 2020-04-15 12:00:00 1482.5 1 12 VC 106.0 3 10 aP4WxhYF 36 72 18.0
10 xzb1KH72 0 2020-04-15 12:00:00 1518.5 2 0 VC 118.0 3 10 aP4WxhYF 36 72 18.0
11 MKAcOxeK 0 2020-04-15 12:00:00 1539.5 3 20 VC 98.0 3 10 aP4WxhYF 36 72 18.0
12 C7zNYjrZ 0 2020-04-15 12:00:00 1532.5 4 4 VC 114.0 3 10 aP4WxhYF 36 72 18.0
13 0ulN53op 0 2020-04-15 12:00:00 1479.5 1 2 VC 104.5 4 10 aP4WxhYF 13 26 6.5
14 e8LjuhEd 0 2020-04-15 12:00:00 1488.5 2 0 VC 106.5 4 10 aP4WxhYF 13 26 6.5
15 Hx9PF5pW 0 2020-04-15 12:00:00 1485.5 3 0 VC 106.5 4 10 aP4WxhYF 13 26 6.5
16 fPqjLwe2 0 2020-04-15 12:00:00 1463.5 4 11 VC 95.5 4 10 aP4WxhYF 13 26 6.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 91 VC 186.5 1 1 EAcVBPaJ 355 710 177.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 74 VC 203.5 1 1 EAcVBPaJ 355 710 177.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 90 VC 187.5 1 1 EAcVBPaJ 355 710 177.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 100 VC 177.5 1 1 EAcVBPaJ 355 710 177.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 98 VC 186.5 2 1 EAcVBPaJ 369 738 184.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 92 VC 192.5 2 1 EAcVBPaJ 369 738 184.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 79 VC 205.5 2 1 EAcVBPaJ 369 738 184.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 100 VC 184.5 2 1 EAcVBPaJ 369 738 184.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 92 VC 188.5 3 1 EAcVBPaJ 361 722 180.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 86 VC 194.5 3 1 EAcVBPaJ 361 722 180.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 100 VC 180.5 3 1 EAcVBPaJ 361 722 180.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 83 VC 197.5 3 1 EAcVBPaJ 361 722 180.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 94 VC 195.5 4 1 EAcVBPaJ 379 758 189.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 100 VC 189.5 4 1 EAcVBPaJ 379 758 189.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 97 VC 192.5 4 1 EAcVBPaJ 379 758 189.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 88 VC 201.5 4 1 EAcVBPaJ 379 758 189.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 78 VC 188.5 1 2 EAcVBPaJ 333 666 166.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 86 VC 180.5 1 2 EAcVBPaJ 333 666 166.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 87 VC 179.5 1 2 EAcVBPaJ 333 666 166.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 82 VC 184.5 1 2 EAcVBPaJ 333 666 166.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 95 VC 174.0 2 2 EAcVBPaJ 338 676 169.0
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 81 VC 188.0 2 2 EAcVBPaJ 338 676 169.0
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 75 VC 194.0 2 2 EAcVBPaJ 338 676 169.0
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 87 VC 182.0 2 2 EAcVBPaJ 338 676 169.0
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 60 VC 196.5 3 2 EAcVBPaJ 313 626 156.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 86 VC 170.5 3 2 EAcVBPaJ 313 626 156.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 87 VC 169.5 3 2 EAcVBPaJ 313 626 156.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 80 VC 176.5 3 2 EAcVBPaJ 313 626 156.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 71 VC 189.5 4 2 EAcVBPaJ 321 642 160.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 78 VC 182.5 4 2 EAcVBPaJ 321 642 160.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 97 VC 163.5 4 2 EAcVBPaJ 321 642 160.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 75 VC 185.5 4 2 EAcVBPaJ 321 642 160.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 50 VC 183.5 1 3 EAcVBPaJ 267 534 133.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 81 VC 152.5 1 3 EAcVBPaJ 267 534 133.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 68 VC 165.5 1 3 EAcVBPaJ 267 534 133.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 68 VC 165.5 1 3 EAcVBPaJ 267 534 133.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 61 VC 179.5 2 3 EAcVBPaJ 281 562 140.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 73 VC 167.5 2 3 EAcVBPaJ 281 562 140.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 80 VC 160.5 2 3 EAcVBPaJ 281 562 140.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 67 VC 173.5 2 3 EAcVBPaJ 281 562 140.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 67 VC 179.5 3 3 EAcVBPaJ 293 586 146.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 84 VC 162.5 3 3 EAcVBPaJ 293 586 146.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 71 VC 175.5 3 3 EAcVBPaJ 293 586 146.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 71 VC 175.5 3 3 EAcVBPaJ 293 586 146.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 67 VC 179.5 4 3 EAcVBPaJ 293 586 146.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 82 VC 164.5 4 3 EAcVBPaJ 293 586 146.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 63 VC 183.5 4 3 EAcVBPaJ 293 586 146.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 81 VC 165.5 4 3 EAcVBPaJ 293 586 146.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 72 VC 166.5 1 4 EAcVBPaJ 277 554 138.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 59 VC 179.5 1 4 EAcVBPaJ 277 554 138.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 72 VC 166.5 1 4 EAcVBPaJ 277 554 138.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 74 VC 164.5 1 4 EAcVBPaJ 277 554 138.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 70 VC 155.0 2 4 EAcVBPaJ 250 500 125.0
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 84 VC 141.0 2 4 EAcVBPaJ 250 500 125.0
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 44 VC 181.0 2 4 EAcVBPaJ 250 500 125.0
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 52 VC 173.0 2 4 EAcVBPaJ 250 500 125.0
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 50 VC 188.5 3 4 EAcVBPaJ 277 554 138.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 66 VC 172.5 3 4 EAcVBPaJ 277 554 138.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 80 VC 158.5 3 4 EAcVBPaJ 277 554 138.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 81 VC 157.5 3 4 EAcVBPaJ 277 554 138.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 69 VC 168.0 4 4 EAcVBPaJ 274 548 137.0
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 73 VC 164.0 4 4 EAcVBPaJ 274 548 137.0
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 63 VC 174.0 4 4 EAcVBPaJ 274 548 137.0
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 69 VC 168.0 4 4 EAcVBPaJ 274 548 137.0
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 59 VC 147.0 1 5 EAcVBPaJ 212 424 106.0
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 47 VC 159.0 1 5 EAcVBPaJ 212 424 106.0
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 52 VC 154.0 1 5 EAcVBPaJ 212 424 106.0
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 54 VC 152.0 1 5 EAcVBPaJ 212 424 106.0
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 69 VC 136.5 2 5 EAcVBPaJ 211 422 105.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 45 VC 160.5 2 5 EAcVBPaJ 211 422 105.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 34 VC 171.5 2 5 EAcVBPaJ 211 422 105.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 63 VC 142.5 2 5 EAcVBPaJ 211 422 105.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 47 VC 157.5 3 5 EAcVBPaJ 209 418 104.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 51 VC 153.5 3 5 EAcVBPaJ 209 418 104.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 64 VC 140.5 3 5 EAcVBPaJ 209 418 104.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 47 VC 157.5 3 5 EAcVBPaJ 209 418 104.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 52 VC 169.0 4 5 EAcVBPaJ 242 484 121.0
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 70 VC 151.0 4 5 EAcVBPaJ 242 484 121.0
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 60 VC 161.0 4 5 EAcVBPaJ 242 484 121.0
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 60 VC 161.0 4 5 EAcVBPaJ 242 484 121.0
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 45 VC 132.5 1 6 EAcVBPaJ 155 310 77.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 35 VC 142.5 1 6 EAcVBPaJ 155 310 77.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 31 VC 146.5 1 6 EAcVBPaJ 155 310 77.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 44 VC 133.5 1 6 EAcVBPaJ 155 310 77.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 66 VC 139.5 2 6 EAcVBPaJ 211 422 105.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 48 VC 157.5 2 6 EAcVBPaJ 211 422 105.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 48 VC 157.5 2 6 EAcVBPaJ 211 422 105.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 49 VC 156.5 2 6 EAcVBPaJ 211 422 105.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 42 VC 152.5 3 6 EAcVBPaJ 189 378 94.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 32 VC 162.5 3 6 EAcVBPaJ 189 378 94.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 73 VC 121.5 3 6 EAcVBPaJ 189 378 94.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 42 VC 152.5 3 6 EAcVBPaJ 189 378 94.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 43 VC 136.5 4 6 EAcVBPaJ 159 318 79.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 28 VC 151.5 4 6 EAcVBPaJ 159 318 79.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 44 VC 135.5 4 6 EAcVBPaJ 159 318 79.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 44 VC 135.5 4 6 EAcVBPaJ 159 318 79.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 34 VC 147.5 1 7 EAcVBPaJ 163 326 81.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 19 VC 162.5 1 7 EAcVBPaJ 163 326 81.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 55 VC 126.5 1 7 EAcVBPaJ 163 326 81.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 55 VC 126.5 1 7 EAcVBPaJ 163 326 81.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 44 VC 130.5 2 7 EAcVBPaJ 149 298 74.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 26 VC 148.5 2 7 EAcVBPaJ 149 298 74.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 44 VC 130.5 2 7 EAcVBPaJ 149 298 74.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 35 VC 139.5 2 7 EAcVBPaJ 149 298 74.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 34 VC 137.0 3 7 EAcVBPaJ 142 284 71.0
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 51 VC 120.0 3 7 EAcVBPaJ 142 284 71.0
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 25 VC 146.0 3 7 EAcVBPaJ 142 284 71.0
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 32 VC 139.0 3 7 EAcVBPaJ 142 284 71.0
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 30 VC 129.0 4 7 EAcVBPaJ 118 236 59.0
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 37 VC 122.0 4 7 EAcVBPaJ 118 236 59.0
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 21 VC 138.0 4 7 EAcVBPaJ 118 236 59.0
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 30 VC 129.0 4 7 EAcVBPaJ 118 236 59.0
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 35 VC 125.0 1 8 EAcVBPaJ 120 240 60.0
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 33 VC 127.0 1 8 EAcVBPaJ 120 240 60.0
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 18 VC 142.0 1 8 EAcVBPaJ 120 240 60.0
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 34 VC 126.0 1 8 EAcVBPaJ 120 240 60.0
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 4 VC 138.5 2 8 EAcVBPaJ 85 170 42.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 25 VC 117.5 2 8 EAcVBPaJ 85 170 42.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 35 VC 107.5 2 8 EAcVBPaJ 85 170 42.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 21 VC 121.5 2 8 EAcVBPaJ 85 170 42.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 28 VC 114.5 3 8 EAcVBPaJ 85 170 42.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 12 VC 130.5 3 8 EAcVBPaJ 85 170 42.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 36 VC 106.5 3 8 EAcVBPaJ 85 170 42.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 9 VC 133.5 3 8 EAcVBPaJ 85 170 42.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 25 VC 124.5 4 8 EAcVBPaJ 99 198 49.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 25 VC 124.5 4 8 EAcVBPaJ 99 198 49.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 29 VC 120.5 4 8 EAcVBPaJ 99 198 49.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 20 VC 129.5 4 8 EAcVBPaJ 99 198 49.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 37 VC 95.0 1 9 EAcVBPaJ 64 128 32.0
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 5 VC 127.0 1 9 EAcVBPaJ 64 128 32.0
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 22 VC 110.0 1 9 EAcVBPaJ 64 128 32.0
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 0 VC 132.0 1 9 EAcVBPaJ 64 128 32.0
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 19 VC 119.5 2 9 EAcVBPaJ 77 154 38.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 24 VC 114.5 2 9 EAcVBPaJ 77 154 38.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 8 VC 130.5 2 9 EAcVBPaJ 77 154 38.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 26 VC 112.5 2 9 EAcVBPaJ 77 154 38.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 22 VC 113.5 3 9 EAcVBPaJ 71 142 35.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 29 VC 106.5 3 9 EAcVBPaJ 71 142 35.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 11 VC 124.5 3 9 EAcVBPaJ 71 142 35.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 9 VC 126.5 3 9 EAcVBPaJ 71 142 35.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 1 VC 123.5 4 9 EAcVBPaJ 49 98 24.5
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 16 VC 108.5 4 9 EAcVBPaJ 49 98 24.5
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 6 VC 118.5 4 9 EAcVBPaJ 49 98 24.5
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 26 VC 98.5 4 9 EAcVBPaJ 49 98 24.5
1 h41R9ihs 0 2020-04-15 14:00:00 1493.5 1 11 VC 121.5 1 10 EAcVBPaJ 65 130 32.5
2 Kyz2toiH 0 2020-04-15 14:00:00 1534.5 2 32 VC 100.5 1 10 EAcVBPaJ 65 130 32.5
3 VQbvEGjk 0 2020-04-15 14:00:00 1510.5 3 0 VC 132.5 1 10 EAcVBPaJ 65 130 32.5
4 vSrJCv3P 0 2020-04-15 14:00:00 1472.5 4 22 VC 110.5 1 10 EAcVBPaJ 65 130 32.5
5 SPfkuo5B 0 2020-04-15 14:00:00 1465.0 1 5 VC 105.5 2 10 EAcVBPaJ 21 42 10.5
6 dsaGsBU0 0 2020-04-15 14:00:00 1498.0 2 0 VC 110.5 2 10 EAcVBPaJ 21 42 10.5
7 MR7cIEMt 0 2020-04-15 14:00:00 1533.0 3 16 VC 94.5 2 10 EAcVBPaJ 21 42 10.5
8 zjzXQx94 0 2020-04-15 14:00:00 1496.0 4 0 VC 110.5 2 10 EAcVBPaJ 21 42 10.5
9 1bhn89zO 0 2020-04-15 14:00:00 1535.5 1 0 VC 107.5 3 10 EAcVBPaJ 15 30 7.5
10 BTXKzW8R 0 2020-04-15 14:00:00 1477.5 2 3 VC 104.5 3 10 EAcVBPaJ 15 30 7.5
11 cC8mdHBG 0 2020-04-15 14:00:00 1418.5 3 12 VC 95.5 3 10 EAcVBPaJ 15 30 7.5
12 WgNx72VZ 0 2020-04-15 14:00:00 1523.5 4 0 VC 107.5 3 10 EAcVBPaJ 15 30 7.5
13 qewV5zOt 0 2020-04-15 14:00:00 1516.0 1 21 VC 101.0 4 10 EAcVBPaJ 44 88 22.0
14 sI8G0oAq 0 2020-04-15 14:00:00 1480.0 2 0 VC 122.0 4 10 EAcVBPaJ 44 88 22.0
15 AlWGLhaT 0 2020-04-15 14:00:00 1497.0 3 12 VC 110.0 4 10 EAcVBPaJ 44 88 22.0
16 KyeCMVs9 0 2020-04-15 14:00:00 1485.0 4 11 VC 111.0 4 10 EAcVBPaJ 44 88 22.0
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 78 VC 184.5 1 1 xsxS4sCX 325 650 162.5
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 98 VC 164.5 1 1 xsxS4sCX 325 650 162.5
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 78 VC 184.5 1 1 xsxS4sCX 325 650 162.5
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 71 VC 191.5 1 1 xsxS4sCX 325 650 162.5
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 100 VC 191.5 2 1 xsxS4sCX 383 766 191.5
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 100 VC 191.5 2 1 xsxS4sCX 383 766 191.5
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 99 VC 192.5 2 1 xsxS4sCX 383 766 191.5
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 84 VC 207.5 2 1 xsxS4sCX 383 766 191.5
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 91 VC 187.0 3 1 xsxS4sCX 356 712 178.0
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 97 VC 181.0 3 1 xsxS4sCX 356 712 178.0
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 78 VC 200.0 3 1 xsxS4sCX 356 712 178.0
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 90 VC 188.0 3 1 xsxS4sCX 356 712 178.0
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 93 VC 202.0 4 1 xsxS4sCX 390 780 195.0
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 100 VC 195.0 4 1 xsxS4sCX 390 780 195.0
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 97 VC 198.0 4 1 xsxS4sCX 390 780 195.0
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 100 VC 195.0 4 1 xsxS4sCX 390 780 195.0
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 83 VC 166.0 1 2 xsxS4sCX 298 596 149.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 71 VC 178.0 1 2 xsxS4sCX 298 596 149.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 79 VC 170.0 1 2 xsxS4sCX 298 596 149.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 65 VC 184.0 1 2 xsxS4sCX 298 596 149.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 91 VC 179.0 2 2 xsxS4sCX 340 680 170.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 96 VC 174.0 2 2 xsxS4sCX 340 680 170.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 81 VC 189.0 2 2 xsxS4sCX 340 680 170.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 72 VC 198.0 2 2 xsxS4sCX 340 680 170.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 93 VC 180.5 3 2 xsxS4sCX 347 694 173.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 83 VC 190.5 3 2 xsxS4sCX 347 694 173.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 78 VC 195.5 3 2 xsxS4sCX 347 694 173.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 93 VC 180.5 3 2 xsxS4sCX 347 694 173.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 74 VC 189.5 4 2 xsxS4sCX 327 654 163.5
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 93 VC 170.5 4 2 xsxS4sCX 327 654 163.5
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 74 VC 189.5 4 2 xsxS4sCX 327 654 163.5
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 86 VC 177.5 4 2 xsxS4sCX 327 654 163.5
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 82 VC 163.5 1 3 xsxS4sCX 291 582 145.5
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 60 VC 185.5 1 3 xsxS4sCX 291 582 145.5
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 77 VC 168.5 1 3 xsxS4sCX 291 582 145.5
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 72 VC 173.5 1 3 xsxS4sCX 291 582 145.5
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 80 VC 172.0 2 3 xsxS4sCX 304 608 152.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 65 VC 187.0 2 3 xsxS4sCX 304 608 152.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 72 VC 180.0 2 3 xsxS4sCX 304 608 152.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 87 VC 165.0 2 3 xsxS4sCX 304 608 152.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 75 VC 170.0 3 3 xsxS4sCX 290 580 145.0
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 81 VC 164.0 3 3 xsxS4sCX 290 580 145.0
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 71 VC 174.0 3 3 xsxS4sCX 290 580 145.0
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 63 VC 182.0 3 3 xsxS4sCX 290 580 145.0
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 73 VC 160.0 4 3 xsxS4sCX 266 532 133.0
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 61 VC 172.0 4 3 xsxS4sCX 266 532 133.0
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 47 VC 186.0 4 3 xsxS4sCX 266 532 133.0
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 85 VC 148.0 4 3 xsxS4sCX 266 532 133.0
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 53 VC 165.5 1 4 xsxS4sCX 237 474 118.5
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 46 VC 172.5 1 4 xsxS4sCX 237 474 118.5
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 74 VC 144.5 1 4 xsxS4sCX 237 474 118.5
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 64 VC 154.5 1 4 xsxS4sCX 237 474 118.5
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 58 VC 169.0 2 4 xsxS4sCX 254 508 127.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 62 VC 165.0 2 4 xsxS4sCX 254 508 127.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 60 VC 167.0 2 4 xsxS4sCX 254 508 127.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 74 VC 153.0 2 4 xsxS4sCX 254 508 127.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 71 VC 157.5 3 4 xsxS4sCX 257 514 128.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 47 VC 181.5 3 4 xsxS4sCX 257 514 128.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 68 VC 160.5 3 4 xsxS4sCX 257 514 128.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 71 VC 157.5 3 4 xsxS4sCX 257 514 128.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 71 VC 157.5 4 4 xsxS4sCX 257 514 128.5
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 40 VC 188.5 4 4 xsxS4sCX 257 514 128.5
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 62 VC 166.5 4 4 xsxS4sCX 257 514 128.5
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 84 VC 144.5 4 4 xsxS4sCX 257 514 128.5
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 63 VC 136.5 1 5 xsxS4sCX 199 398 99.5
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 38 VC 161.5 1 5 xsxS4sCX 199 398 99.5
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 38 VC 161.5 1 5 xsxS4sCX 199 398 99.5
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 60 VC 139.5 1 5 xsxS4sCX 199 398 99.5
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 53 VC 163.0 2 5 xsxS4sCX 232 464 116.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 65 VC 151.0 2 5 xsxS4sCX 232 464 116.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 58 VC 158.0 2 5 xsxS4sCX 232 464 116.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 56 VC 160.0 2 5 xsxS4sCX 232 464 116.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 57 VC 160.0 3 5 xsxS4sCX 234 468 117.0
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 57 VC 160.0 3 5 xsxS4sCX 234 468 117.0
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 42 VC 175.0 3 5 xsxS4sCX 234 468 117.0
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 78 VC 139.0 3 5 xsxS4sCX 234 468 117.0
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 41 VC 168.5 4 5 xsxS4sCX 219 438 109.5
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 55 VC 154.5 4 5 xsxS4sCX 219 438 109.5
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 50 VC 159.5 4 5 xsxS4sCX 219 438 109.5
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 73 VC 136.5 4 5 xsxS4sCX 219 438 109.5
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 56 VC 145.0 1 6 xsxS4sCX 202 404 101.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 40 VC 161.0 1 6 xsxS4sCX 202 404 101.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 48 VC 153.0 1 6 xsxS4sCX 202 404 101.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 58 VC 143.0 1 6 xsxS4sCX 202 404 101.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 68 VC 126.5 2 6 xsxS4sCX 189 378 94.5
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 49 VC 145.5 2 6 xsxS4sCX 189 378 94.5
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 36 VC 158.5 2 6 xsxS4sCX 189 378 94.5
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 36 VC 158.5 2 6 xsxS4sCX 189 378 94.5
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 66 VC 139.5 3 6 xsxS4sCX 211 422 105.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 25 VC 180.5 3 6 xsxS4sCX 211 422 105.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 77 VC 128.5 3 6 xsxS4sCX 211 422 105.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 43 VC 162.5 3 6 xsxS4sCX 211 422 105.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 41 VC 155.5 4 6 xsxS4sCX 193 386 96.5
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 48 VC 148.5 4 6 xsxS4sCX 193 386 96.5
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 55 VC 141.5 4 6 xsxS4sCX 193 386 96.5
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 49 VC 147.5 4 6 xsxS4sCX 193 386 96.5
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 17 VC 155.0 1 7 xsxS4sCX 144 288 72.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 41 VC 131.0 1 7 xsxS4sCX 144 288 72.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 42 VC 130.0 1 7 xsxS4sCX 144 288 72.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 44 VC 128.0 1 7 xsxS4sCX 144 288 72.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 27 VC 124.0 2 7 xsxS4sCX 102 204 51.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 13 VC 138.0 2 7 xsxS4sCX 102 204 51.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 34 VC 117.0 2 7 xsxS4sCX 102 204 51.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 28 VC 123.0 2 7 xsxS4sCX 102 204 51.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 29 VC 132.5 3 7 xsxS4sCX 123 246 61.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 27 VC 134.5 3 7 xsxS4sCX 123 246 61.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 33 VC 128.5 3 7 xsxS4sCX 123 246 61.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 34 VC 127.5 3 7 xsxS4sCX 123 246 61.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 45 VC 132.5 4 7 xsxS4sCX 155 310 77.5
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 47 VC 130.5 4 7 xsxS4sCX 155 310 77.5
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 29 VC 148.5 4 7 xsxS4sCX 155 310 77.5
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 34 VC 143.5 4 7 xsxS4sCX 155 310 77.5
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 32 VC 124.0 1 8 xsxS4sCX 112 224 56.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 42 VC 114.0 1 8 xsxS4sCX 112 224 56.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 27 VC 129.0 1 8 xsxS4sCX 112 224 56.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 11 VC 145.0 1 8 xsxS4sCX 112 224 56.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 30 VC 137.0 2 8 xsxS4sCX 134 268 67.0
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 27 VC 140.0 2 8 xsxS4sCX 134 268 67.0
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 46 VC 121.0 2 8 xsxS4sCX 134 268 67.0
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 31 VC 136.0 2 8 xsxS4sCX 134 268 67.0
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 22 VC 127.5 3 8 xsxS4sCX 99 198 49.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 24 VC 125.5 3 8 xsxS4sCX 99 198 49.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 23 VC 126.5 3 8 xsxS4sCX 99 198 49.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 30 VC 119.5 3 8 xsxS4sCX 99 198 49.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 30 VC 131.0 4 8 xsxS4sCX 122 244 61.0
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 37 VC 124.0 4 8 xsxS4sCX 122 244 61.0
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 31 VC 130.0 4 8 xsxS4sCX 122 244 61.0
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 24 VC 137.0 4 8 xsxS4sCX 122 244 61.0
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 10 VC 127.0 1 9 xsxS4sCX 74 148 37.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 25 VC 112.0 1 9 xsxS4sCX 74 148 37.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 18 VC 119.0 1 9 xsxS4sCX 74 148 37.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 21 VC 116.0 1 9 xsxS4sCX 74 148 37.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 30 VC 125.5 2 9 xsxS4sCX 111 222 55.5
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 37 VC 118.5 2 9 xsxS4sCX 111 222 55.5
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 9 VC 146.5 2 9 xsxS4sCX 111 222 55.5
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 35 VC 120.5 2 9 xsxS4sCX 111 222 55.5
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 10 VC 124.5 3 9 xsxS4sCX 69 138 34.5
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 22 VC 112.5 3 9 xsxS4sCX 69 138 34.5
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 21 VC 113.5 3 9 xsxS4sCX 69 138 34.5
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 16 VC 118.5 3 9 xsxS4sCX 69 138 34.5
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 33 VC 112.0 4 9 xsxS4sCX 90 180 45.0
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 12 VC 133.0 4 9 xsxS4sCX 90 180 45.0
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 26 VC 119.0 4 9 xsxS4sCX 90 180 45.0
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 19 VC 126.0 4 9 xsxS4sCX 90 180 45.0
1 8ZK7FLpm 0 2020-04-15 16:00:00 1480.0 1 1 VC 113.0 1 10 xsxS4sCX 28 56 14.0
2 wq9apdTG 0 2020-04-15 16:00:00 1472.0 2 22 VC 92.0 1 10 xsxS4sCX 28 56 14.0
3 1KDsgWYF 0 2020-04-15 16:00:00 1474.0 3 0 VC 114.0 1 10 xsxS4sCX 28 56 14.0
4 0wiHkrNi 0 2020-04-15 16:00:00 1484.0 4 5 VC 109.0 1 10 xsxS4sCX 28 56 14.0
5 EeyNSoU3 0 2020-04-15 16:00:00 1500.0 1 0 VC 112.5 2 10 xsxS4sCX 25 50 12.5
6 8A5P3YKX 0 2020-04-15 16:00:00 1511.0 2 12 VC 100.5 2 10 xsxS4sCX 25 50 12.5
7 uNxNwgtF 0 2020-04-15 16:00:00 1529.0 3 13 VC 99.5 2 10 xsxS4sCX 25 50 12.5
8 P06VNn0p 0 2020-04-15 16:00:00 1534.0 4 0 VC 112.5 2 10 xsxS4sCX 25 50 12.5
9 NNwTYvrG 0 2020-04-15 16:00:00 1485.0 1 17 VC 106.0 3 10 xsxS4sCX 46 92 23.0
10 gRDgxGTJ 0 2020-04-15 16:00:00 1553.0 2 0 VC 123.0 3 10 xsxS4sCX 46 92 23.0
11 AiWE3fn7 0 2020-04-15 16:00:00 1508.0 3 17 VC 106.0 3 10 xsxS4sCX 46 92 23.0
12 g1MjJRpK 0 2020-04-15 16:00:00 1486.0 4 12 VC 111.0 3 10 xsxS4sCX 46 92 23.0
13 8IAqf8Kp 0 2020-04-15 16:00:00 1508.5 1 17 VC 100.0 4 10 xsxS4sCX 34 68 17.0
14 o9QRsPgi 0 2020-04-15 16:00:00 1532.5 2 1 VC 116.0 4 10 xsxS4sCX 34 68 17.0
15 025OtRki 0 2020-04-15 16:00:00 1544.5 3 11 VC 106.0 4 10 xsxS4sCX 34 68 17.0
16 Ar5AqcCf 0 2020-04-15 16:00:00 1467.5 4 5 VC 112.0 4 10 xsxS4sCX 34 68 17.0
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 17 CP 176.0 1 1 EaZ42dvb 82 636 159.0
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1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 36 CP 167.5 1 2 EaZ42dvb 137 526 131.5
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1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 39 CP 155.5 1 3 EaZ42dvb 167 466 116.5
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10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 62 CP 167.0 3 3 EaZ42dvb 190 420 105.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 39 CP 144.0 3 3 EaZ42dvb 190 420 105.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 40 CP 145.0 3 3 EaZ42dvb 190 420 105.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 59 CP 168.5 4 3 EaZ42dvb 181 438 109.5
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 38 CP 147.5 4 3 EaZ42dvb 181 438 109.5
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 43 CP 152.5 4 3 EaZ42dvb 181 438 109.5
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 41 CP 150.5 4 3 EaZ42dvb 181 438 109.5
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 57 CP 138.5 1 4 EaZ42dvb 237 326 81.5
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 57 CP 138.5 1 4 EaZ42dvb 237 326 81.5
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 65 CP 146.5 1 4 EaZ42dvb 237 326 81.5
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 58 CP 139.5 1 4 EaZ42dvb 237 326 81.5
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 55 CP 133.0 2 4 EaZ42dvb 244 312 78.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 73 CP 151.0 2 4 EaZ42dvb 244 312 78.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 58 CP 136.0 2 4 EaZ42dvb 244 312 78.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 58 CP 136.0 2 4 EaZ42dvb 244 312 78.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 59 CP 136.5 3 4 EaZ42dvb 245 310 77.5
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 67 CP 144.5 3 4 EaZ42dvb 245 310 77.5
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 59 CP 136.5 3 4 EaZ42dvb 245 310 77.5
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 60 CP 137.5 3 4 EaZ42dvb 245 310 77.5
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 53 CP 140.5 4 4 EaZ42dvb 225 350 87.5
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 57 CP 144.5 4 4 EaZ42dvb 225 350 87.5
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 61 CP 148.5 4 4 EaZ42dvb 225 350 87.5
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 54 CP 141.5 4 4 EaZ42dvb 225 350 87.5
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 80 CP 141.0 1 5 EaZ42dvb 278 244 61.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 60 CP 121.0 1 5 EaZ42dvb 278 244 61.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 78 CP 139.0 1 5 EaZ42dvb 278 244 61.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 60 CP 121.0 1 5 EaZ42dvb 278 244 61.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 72 CP 130.0 2 5 EaZ42dvb 284 232 58.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 70 CP 128.0 2 5 EaZ42dvb 284 232 58.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 68 CP 126.0 2 5 EaZ42dvb 284 232 58.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 74 CP 132.0 2 5 EaZ42dvb 284 232 58.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 56 CP 120.5 3 5 EaZ42dvb 271 258 64.5
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 87 CP 151.5 3 5 EaZ42dvb 271 258 64.5
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 58 CP 122.5 3 5 EaZ42dvb 271 258 64.5
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 70 CP 134.5 3 5 EaZ42dvb 271 258 64.5
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 64 CP 113.0 4 5 EaZ42dvb 302 196 49.0
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 67 CP 116.0 4 5 EaZ42dvb 302 196 49.0
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 96 CP 145.0 4 5 EaZ42dvb 302 196 49.0
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 75 CP 124.0 4 5 EaZ42dvb 302 196 49.0
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 77 CP 109.0 1 6 EaZ42dvb 336 128 32.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 74 CP 106.0 1 6 EaZ42dvb 336 128 32.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 95 CP 127.0 1 6 EaZ42dvb 336 128 32.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 90 CP 122.0 1 6 EaZ42dvb 336 128 32.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 87 CP 126.0 2 6 EaZ42dvb 322 156 39.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 81 CP 120.0 2 6 EaZ42dvb 322 156 39.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 75 CP 114.0 2 6 EaZ42dvb 322 156 39.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 79 CP 118.0 2 6 EaZ42dvb 322 156 39.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 100 CP 120.0 3 6 EaZ42dvb 360 80 20.0
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 84 CP 104.0 3 6 EaZ42dvb 360 80 20.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 76 CP 96.0 3 6 EaZ42dvb 360 80 20.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 100 CP 120.0 3 6 EaZ42dvb 360 80 20.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 94 CP 103.5 4 6 EaZ42dvb 381 38 9.5
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 88 CP 97.5 4 6 EaZ42dvb 381 38 9.5
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 100 CP 109.5 4 6 EaZ42dvb 381 38 9.5
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 99 CP 108.5 4 6 EaZ42dvb 381 38 9.5
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 99 CP 104.0 1 7 EaZ42dvb 390 20 5.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 100 CP 105.0 1 7 EaZ42dvb 390 20 5.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 100 CP 105.0 1 7 EaZ42dvb 390 20 5.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 91 CP 96.0 1 7 EaZ42dvb 390 20 5.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 100 CP 100.0 2 7 EaZ42dvb 400 0 0.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 100 CP 100.0 2 7 EaZ42dvb 400 0 0.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 100 CP 100.0 2 7 EaZ42dvb 400 0 0.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 100 CP 100.0 2 7 EaZ42dvb 400 0 0.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 100 CP 100.0 3 7 EaZ42dvb 400 0 0.0
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 100 CP 100.0 3 7 EaZ42dvb 400 0 0.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 100 CP 100.0 3 7 EaZ42dvb 400 0 0.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 100 CP 100.0 3 7 EaZ42dvb 400 0 0.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 100 CP 100.0 4 7 EaZ42dvb 400 0 0.0
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 100 CP 100.0 4 7 EaZ42dvb 400 0 0.0
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 100 CP 100.0 4 7 EaZ42dvb 400 0 0.0
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 100 CP 100.0 4 7 EaZ42dvb 400 0 0.0
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 100 CP 100.0 1 8 EaZ42dvb 400 0 0.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 100 CP 100.0 1 8 EaZ42dvb 400 0 0.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 100 CP 100.0 1 8 EaZ42dvb 400 0 0.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 100 CP 100.0 1 8 EaZ42dvb 400 0 0.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 100 CP 100.0 2 8 EaZ42dvb 400 0 0.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 100 CP 100.0 2 8 EaZ42dvb 400 0 0.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 100 CP 100.0 2 8 EaZ42dvb 400 0 0.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 100 CP 100.0 2 8 EaZ42dvb 400 0 0.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 100 CP 100.0 3 8 EaZ42dvb 400 0 0.0
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 100 CP 100.0 3 8 EaZ42dvb 400 0 0.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 100 CP 100.0 3 8 EaZ42dvb 400 0 0.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 100 CP 100.0 3 8 EaZ42dvb 400 0 0.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 100 CP 100.0 4 8 EaZ42dvb 400 0 0.0
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 100 CP 100.0 4 8 EaZ42dvb 400 0 0.0
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 100 CP 100.0 4 8 EaZ42dvb 400 0 0.0
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 100 CP 100.0 4 8 EaZ42dvb 400 0 0.0
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 100 CP 100.0 1 9 EaZ42dvb 400 0 0.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 100 CP 100.0 1 9 EaZ42dvb 400 0 0.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 100 CP 100.0 1 9 EaZ42dvb 400 0 0.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 100 CP 100.0 1 9 EaZ42dvb 400 0 0.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 100 CP 100.0 2 9 EaZ42dvb 400 0 0.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 100 CP 100.0 2 9 EaZ42dvb 400 0 0.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 100 CP 100.0 2 9 EaZ42dvb 400 0 0.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 100 CP 100.0 2 9 EaZ42dvb 400 0 0.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 100 CP 100.0 3 9 EaZ42dvb 400 0 0.0
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 100 CP 100.0 3 9 EaZ42dvb 400 0 0.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 100 CP 100.0 3 9 EaZ42dvb 400 0 0.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 100 CP 100.0 3 9 EaZ42dvb 400 0 0.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 100 CP 100.0 4 9 EaZ42dvb 400 0 0.0
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 100 CP 100.0 4 9 EaZ42dvb 400 0 0.0
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 100 CP 100.0 4 9 EaZ42dvb 400 0 0.0
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 100 CP 100.0 4 9 EaZ42dvb 400 0 0.0
1 GNZuCtwe 0 2020-04-14 10:00:00 1291.5 1 100 CP 100.0 1 10 EaZ42dvb 400 0 0.0
2 d3CAgNlU 0 2020-04-14 10:00:00 1292.5 2 100 CP 100.0 1 10 EaZ42dvb 400 0 0.0
3 izNmvDe7 0 2020-04-14 10:00:00 1321.5 3 100 CP 100.0 1 10 EaZ42dvb 400 0 0.0
4 GN0NrLTb 0 2020-04-14 10:00:00 1267.5 4 100 CP 100.0 1 10 EaZ42dvb 400 0 0.0
5 UBpfn6iP 0 2020-04-14 10:00:00 1288.0 1 100 CP 100.0 2 10 EaZ42dvb 400 0 0.0
6 oemYWm1T 0 2020-04-14 10:00:00 1307.0 2 100 CP 100.0 2 10 EaZ42dvb 400 0 0.0
7 jgTrRF46 0 2020-04-14 10:00:00 1261.0 3 100 CP 100.0 2 10 EaZ42dvb 400 0 0.0
8 JWfPuISK 0 2020-04-14 10:00:00 1306.0 4 100 CP 100.0 2 10 EaZ42dvb 400 0 0.0
9 eFTl5sLq 0 2020-04-14 10:00:00 1278.0 1 100 CP 100.0 3 10 EaZ42dvb 400 0 0.0
10 LKTtrOmx 0 2020-04-14 10:00:00 1313.0 2 100 CP 100.0 3 10 EaZ42dvb 400 0 0.0
11 QiOKkCi7 0 2020-04-14 10:00:00 1255.0 3 100 CP 100.0 3 10 EaZ42dvb 400 0 0.0
12 F8E3dsmn 0 2020-04-14 10:00:00 1276.0 4 100 CP 100.0 3 10 EaZ42dvb 400 0 0.0
13 SPobeLGz 0 2020-04-14 10:00:00 1284.5 1 100 CP 100.0 4 10 EaZ42dvb 400 0 0.0
14 dD8Tvbyj 0 2020-04-14 10:00:00 1276.5 2 100 CP 100.0 4 10 EaZ42dvb 400 0 0.0
15 MQ90i6Rd 0 2020-04-14 10:00:00 1333.5 3 100 CP 100.0 4 10 EaZ42dvb 400 0 0.0
16 zUUAkSVC 0 2020-04-14 10:00:00 1282.5 4 100 CP 100.0 4 10 EaZ42dvb 400 0 0.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 23 CP 186.0 1 1 aP4WxhYF 74 652 163.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 25 CP 188.0 1 1 aP4WxhYF 74 652 163.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 14 CP 177.0 1 1 aP4WxhYF 74 652 163.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 12 CP 175.0 1 1 aP4WxhYF 74 652 163.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 24 CP 186.5 2 1 aP4WxhYF 75 650 162.5
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 5 CP 167.5 2 1 aP4WxhYF 75 650 162.5
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 35 CP 197.5 2 1 aP4WxhYF 75 650 162.5
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 11 CP 173.5 2 1 aP4WxhYF 75 650 162.5
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 32 CP 182.5 3 1 aP4WxhYF 99 602 150.5
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 30 CP 180.5 3 1 aP4WxhYF 99 602 150.5
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 16 CP 166.5 3 1 aP4WxhYF 99 602 150.5
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 21 CP 171.5 3 1 aP4WxhYF 99 602 150.5
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 5 CP 173.0 4 1 aP4WxhYF 64 672 168.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 18 CP 186.0 4 1 aP4WxhYF 64 672 168.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 25 CP 193.0 4 1 aP4WxhYF 64 672 168.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 16 CP 184.0 4 1 aP4WxhYF 64 672 168.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 25 CP 165.5 1 2 aP4WxhYF 119 562 140.5
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 23 CP 163.5 1 2 aP4WxhYF 119 562 140.5
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 30 CP 170.5 1 2 aP4WxhYF 119 562 140.5
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 41 CP 181.5 1 2 aP4WxhYF 119 562 140.5
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 25 CP 172.0 2 2 aP4WxhYF 106 588 147.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 29 CP 176.0 2 2 aP4WxhYF 106 588 147.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 17 CP 164.0 2 2 aP4WxhYF 106 588 147.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 35 CP 182.0 2 2 aP4WxhYF 106 588 147.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 43 CP 174.5 3 2 aP4WxhYF 137 526 131.5
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 45 CP 176.5 3 2 aP4WxhYF 137 526 131.5
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 38 CP 169.5 3 2 aP4WxhYF 137 526 131.5
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 11 CP 142.5 3 2 aP4WxhYF 137 526 131.5
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 35 CP 171.0 4 2 aP4WxhYF 128 544 136.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 35 CP 171.0 4 2 aP4WxhYF 128 544 136.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 26 CP 162.0 4 2 aP4WxhYF 128 544 136.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 32 CP 168.0 4 2 aP4WxhYF 128 544 136.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 36 CP 156.5 1 3 aP4WxhYF 159 482 120.5
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 52 CP 172.5 1 3 aP4WxhYF 159 482 120.5
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 42 CP 162.5 1 3 aP4WxhYF 159 482 120.5
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 29 CP 149.5 1 3 aP4WxhYF 159 482 120.5
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 41 CP 144.0 2 3 aP4WxhYF 194 412 103.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 59 CP 162.0 2 3 aP4WxhYF 194 412 103.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 42 CP 145.0 2 3 aP4WxhYF 194 412 103.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 52 CP 155.0 2 3 aP4WxhYF 194 412 103.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 54 CP 164.0 3 3 aP4WxhYF 180 440 110.0
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 45 CP 155.0 3 3 aP4WxhYF 180 440 110.0
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 41 CP 151.0 3 3 aP4WxhYF 180 440 110.0
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 40 CP 150.0 3 3 aP4WxhYF 180 440 110.0
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 52 CP 164.5 4 3 aP4WxhYF 175 450 112.5
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 34 CP 146.5 4 3 aP4WxhYF 175 450 112.5
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 47 CP 159.5 4 3 aP4WxhYF 175 450 112.5
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 42 CP 154.5 4 3 aP4WxhYF 175 450 112.5
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 37 CP 132.0 1 4 aP4WxhYF 210 380 95.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 46 CP 141.0 1 4 aP4WxhYF 210 380 95.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 69 CP 164.0 1 4 aP4WxhYF 210 380 95.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 58 CP 153.0 1 4 aP4WxhYF 210 380 95.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 68 CP 123.5 2 4 aP4WxhYF 289 222 55.5
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 79 CP 134.5 2 4 aP4WxhYF 289 222 55.5
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 75 CP 130.5 2 4 aP4WxhYF 289 222 55.5
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 67 CP 122.5 2 4 aP4WxhYF 289 222 55.5
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 64 CP 132.0 3 4 aP4WxhYF 264 272 68.0
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 58 CP 126.0 3 4 aP4WxhYF 264 272 68.0
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 76 CP 144.0 3 4 aP4WxhYF 264 272 68.0
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 66 CP 134.0 3 4 aP4WxhYF 264 272 68.0
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 48 CP 145.5 4 4 aP4WxhYF 205 390 97.5
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 58 CP 155.5 4 4 aP4WxhYF 205 390 97.5
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 41 CP 138.5 4 4 aP4WxhYF 205 390 97.5
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 58 CP 155.5 4 4 aP4WxhYF 205 390 97.5
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 49 CP 110.5 1 5 aP4WxhYF 277 246 61.5
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 88 CP 149.5 1 5 aP4WxhYF 277 246 61.5
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 69 CP 130.5 1 5 aP4WxhYF 277 246 61.5
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 71 CP 132.5 1 5 aP4WxhYF 277 246 61.5
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 73 CP 114.5 2 5 aP4WxhYF 317 166 41.5
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 81 CP 122.5 2 5 aP4WxhYF 317 166 41.5
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 82 CP 123.5 2 5 aP4WxhYF 317 166 41.5
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 81 CP 122.5 2 5 aP4WxhYF 317 166 41.5
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 69 CP 129.5 3 5 aP4WxhYF 279 242 60.5
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 61 CP 121.5 3 5 aP4WxhYF 279 242 60.5
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 71 CP 131.5 3 5 aP4WxhYF 279 242 60.5
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 78 CP 138.5 3 5 aP4WxhYF 279 242 60.5
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 67 CP 127.5 4 5 aP4WxhYF 279 242 60.5
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 74 CP 134.5 4 5 aP4WxhYF 279 242 60.5
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 63 CP 123.5 4 5 aP4WxhYF 279 242 60.5
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 75 CP 135.5 4 5 aP4WxhYF 279 242 60.5
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 91 CP 107.0 1 6 aP4WxhYF 368 64 16.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 89 CP 105.0 1 6 aP4WxhYF 368 64 16.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 88 CP 104.0 1 6 aP4WxhYF 368 64 16.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 100 CP 116.0 1 6 aP4WxhYF 368 64 16.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 98 CP 112.5 2 6 aP4WxhYF 371 58 14.5
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 100 CP 114.5 2 6 aP4WxhYF 371 58 14.5
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 81 CP 95.5 2 6 aP4WxhYF 371 58 14.5
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 92 CP 106.5 2 6 aP4WxhYF 371 58 14.5
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 100 CP 124.5 3 6 aP4WxhYF 351 98 24.5
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 89 CP 113.5 3 6 aP4WxhYF 351 98 24.5
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 69 CP 93.5 3 6 aP4WxhYF 351 98 24.5
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 93 CP 117.5 3 6 aP4WxhYF 351 98 24.5
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 71 CP 96.5 4 6 aP4WxhYF 349 102 25.5
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 82 CP 107.5 4 6 aP4WxhYF 349 102 25.5
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 100 CP 125.5 4 6 aP4WxhYF 349 102 25.5
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 96 CP 121.5 4 6 aP4WxhYF 349 102 25.5
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 100 CP 102.0 1 7 aP4WxhYF 396 8 2.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 100 CP 102.0 1 7 aP4WxhYF 396 8 2.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 100 CP 102.0 1 7 aP4WxhYF 396 8 2.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 96 CP 98.0 1 7 aP4WxhYF 396 8 2.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 100 CP 101.0 2 7 aP4WxhYF 398 4 1.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 100 CP 101.0 2 7 aP4WxhYF 398 4 1.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 98 CP 99.0 2 7 aP4WxhYF 398 4 1.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 100 CP 101.0 2 7 aP4WxhYF 398 4 1.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 100 CP 100.5 3 7 aP4WxhYF 399 2 0.5
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 100 CP 100.5 3 7 aP4WxhYF 399 2 0.5
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 99 CP 99.5 3 7 aP4WxhYF 399 2 0.5
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 100 CP 100.5 3 7 aP4WxhYF 399 2 0.5
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 100 CP 100.0 4 7 aP4WxhYF 400 0 0.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 100 CP 100.0 4 7 aP4WxhYF 400 0 0.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 100 CP 100.0 4 7 aP4WxhYF 400 0 0.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 100 CP 100.0 4 7 aP4WxhYF 400 0 0.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 100 CP 100.0 1 8 aP4WxhYF 400 0 0.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 100 CP 100.0 1 8 aP4WxhYF 400 0 0.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 100 CP 100.0 1 8 aP4WxhYF 400 0 0.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 100 CP 100.0 1 8 aP4WxhYF 400 0 0.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 100 CP 100.0 2 8 aP4WxhYF 400 0 0.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 100 CP 100.0 2 8 aP4WxhYF 400 0 0.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 100 CP 100.0 2 8 aP4WxhYF 400 0 0.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 100 CP 100.0 2 8 aP4WxhYF 400 0 0.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 100 CP 100.0 3 8 aP4WxhYF 400 0 0.0
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 100 CP 100.0 3 8 aP4WxhYF 400 0 0.0
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 100 CP 100.0 3 8 aP4WxhYF 400 0 0.0
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 100 CP 100.0 3 8 aP4WxhYF 400 0 0.0
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 100 CP 100.0 4 8 aP4WxhYF 400 0 0.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 100 CP 100.0 4 8 aP4WxhYF 400 0 0.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 100 CP 100.0 4 8 aP4WxhYF 400 0 0.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 100 CP 100.0 4 8 aP4WxhYF 400 0 0.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 100 CP 100.0 1 9 aP4WxhYF 400 0 0.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 100 CP 100.0 1 9 aP4WxhYF 400 0 0.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 100 CP 100.0 1 9 aP4WxhYF 400 0 0.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 100 CP 100.0 1 9 aP4WxhYF 400 0 0.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 100 CP 100.0 2 9 aP4WxhYF 400 0 0.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 100 CP 100.0 2 9 aP4WxhYF 400 0 0.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 100 CP 100.0 2 9 aP4WxhYF 400 0 0.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 100 CP 100.0 2 9 aP4WxhYF 400 0 0.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 100 CP 100.0 3 9 aP4WxhYF 400 0 0.0
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 100 CP 100.0 3 9 aP4WxhYF 400 0 0.0
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 100 CP 100.0 3 9 aP4WxhYF 400 0 0.0
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 100 CP 100.0 3 9 aP4WxhYF 400 0 0.0
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 100 CP 100.0 4 9 aP4WxhYF 400 0 0.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 100 CP 100.0 4 9 aP4WxhYF 400 0 0.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 100 CP 100.0 4 9 aP4WxhYF 400 0 0.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 100 CP 100.0 4 9 aP4WxhYF 400 0 0.0
1 Zzb4AT0R 0 2020-04-14 12:00:00 1259.5 1 100 CP 100.0 1 10 aP4WxhYF 400 0 0.0
2 GwiATgSx 0 2020-04-14 12:00:00 1321.5 2 100 CP 100.0 1 10 aP4WxhYF 400 0 0.0
3 iO7ErRUg 0 2020-04-14 12:00:00 1310.5 3 100 CP 100.0 1 10 aP4WxhYF 400 0 0.0
4 l9qwaVB0 0 2020-04-14 12:00:00 1305.5 4 100 CP 100.0 1 10 aP4WxhYF 400 0 0.0
5 s81wIAOS 0 2020-04-14 12:00:00 1254.0 1 100 CP 100.0 2 10 aP4WxhYF 400 0 0.0
6 QWq3Ygef 0 2020-04-14 12:00:00 1278.0 2 100 CP 100.0 2 10 aP4WxhYF 400 0 0.0
7 TyOqkXsS 0 2020-04-14 12:00:00 1255.0 3 100 CP 100.0 2 10 aP4WxhYF 400 0 0.0
8 0jiBeXKd 0 2020-04-14 12:00:00 1263.0 4 100 CP 100.0 2 10 aP4WxhYF 400 0 0.0
9 phL7Ovnl 0 2020-04-14 12:00:00 1307.5 1 100 CP 100.0 3 10 aP4WxhYF 400 0 0.0
10 xzb1KH72 0 2020-04-14 12:00:00 1273.5 2 100 CP 100.0 3 10 aP4WxhYF 400 0 0.0
11 MKAcOxeK 0 2020-04-14 12:00:00 1255.5 3 100 CP 100.0 3 10 aP4WxhYF 400 0 0.0
12 C7zNYjrZ 0 2020-04-14 12:00:00 1254.5 4 100 CP 100.0 3 10 aP4WxhYF 400 0 0.0
13 0ulN53op 0 2020-04-14 12:00:00 1278.0 1 100 CP 100.0 4 10 aP4WxhYF 400 0 0.0
14 e8LjuhEd 0 2020-04-14 12:00:00 1301.0 2 100 CP 100.0 4 10 aP4WxhYF 400 0 0.0
15 Hx9PF5pW 0 2020-04-14 12:00:00 1302.0 3 100 CP 100.0 4 10 aP4WxhYF 400 0 0.0
16 fPqjLwe2 0 2020-04-14 12:00:00 1319.0 4 100 CP 100.0 4 10 aP4WxhYF 400 0 0.0
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 15 CP 187.0 1 1 EAcVBPaJ 56 688 172.0
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 0 CP 172.0 1 1 EAcVBPaJ 56 688 172.0
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 14 CP 186.0 1 1 EAcVBPaJ 56 688 172.0
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 27 CP 199.0 1 1 EAcVBPaJ 56 688 172.0
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 22 CP 188.0 2 1 EAcVBPaJ 68 664 166.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 16 CP 182.0 2 1 EAcVBPaJ 68 664 166.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 3 CP 169.0 2 1 EAcVBPaJ 68 664 166.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 27 CP 193.0 2 1 EAcVBPaJ 68 664 166.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 16 CP 184.0 3 1 EAcVBPaJ 64 672 168.0
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 10 CP 178.0 3 1 EAcVBPaJ 64 672 168.0
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 31 CP 199.0 3 1 EAcVBPaJ 64 672 168.0
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 7 CP 175.0 3 1 EAcVBPaJ 64 672 168.0
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 18 CP 178.5 4 1 EAcVBPaJ 79 642 160.5
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 28 CP 188.5 4 1 EAcVBPaJ 79 642 160.5
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 21 CP 181.5 4 1 EAcVBPaJ 79 642 160.5
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 12 CP 172.5 4 1 EAcVBPaJ 79 642 160.5
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 26 CP 163.5 1 2 EAcVBPaJ 125 550 137.5
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 34 CP 171.5 1 2 EAcVBPaJ 125 550 137.5
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 35 CP 172.5 1 2 EAcVBPaJ 125 550 137.5
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 30 CP 167.5 1 2 EAcVBPaJ 125 550 137.5
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 43 CP 178.0 2 2 EAcVBPaJ 130 540 135.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 29 CP 164.0 2 2 EAcVBPaJ 130 540 135.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 23 CP 158.0 2 2 EAcVBPaJ 130 540 135.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 35 CP 170.0 2 2 EAcVBPaJ 130 540 135.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 8 CP 155.5 3 2 EAcVBPaJ 105 590 147.5
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 34 CP 181.5 3 2 EAcVBPaJ 105 590 147.5
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 35 CP 182.5 3 2 EAcVBPaJ 105 590 147.5
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 28 CP 175.5 3 2 EAcVBPaJ 105 590 147.5
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 19 CP 162.5 4 2 EAcVBPaJ 113 574 143.5
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 26 CP 169.5 4 2 EAcVBPaJ 113 574 143.5
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 45 CP 188.5 4 2 EAcVBPaJ 113 574 143.5
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 23 CP 166.5 4 2 EAcVBPaJ 113 574 143.5
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 22 CP 144.5 1 3 EAcVBPaJ 155 490 122.5
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 53 CP 175.5 1 3 EAcVBPaJ 155 490 122.5
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 40 CP 162.5 1 3 EAcVBPaJ 155 490 122.5
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 40 CP 162.5 1 3 EAcVBPaJ 155 490 122.5
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 33 CP 148.5 2 3 EAcVBPaJ 169 462 115.5
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 45 CP 160.5 2 3 EAcVBPaJ 169 462 115.5
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 52 CP 167.5 2 3 EAcVBPaJ 169 462 115.5
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 39 CP 154.5 2 3 EAcVBPaJ 169 462 115.5
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 39 CP 148.5 3 3 EAcVBPaJ 181 438 109.5
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 56 CP 165.5 3 3 EAcVBPaJ 181 438 109.5
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 43 CP 152.5 3 3 EAcVBPaJ 181 438 109.5
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 43 CP 152.5 3 3 EAcVBPaJ 181 438 109.5
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 39 CP 148.5 4 3 EAcVBPaJ 181 438 109.5
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 54 CP 163.5 4 3 EAcVBPaJ 181 438 109.5
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 35 CP 144.5 4 3 EAcVBPaJ 181 438 109.5
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 53 CP 162.5 4 3 EAcVBPaJ 181 438 109.5
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 68 CP 137.5 1 4 EAcVBPaJ 261 278 69.5
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 55 CP 124.5 1 4 EAcVBPaJ 261 278 69.5
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 68 CP 137.5 1 4 EAcVBPaJ 261 278 69.5
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 70 CP 139.5 1 4 EAcVBPaJ 261 278 69.5
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 66 CP 149.0 2 4 EAcVBPaJ 234 332 83.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 80 CP 163.0 2 4 EAcVBPaJ 234 332 83.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 40 CP 123.0 2 4 EAcVBPaJ 234 332 83.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 48 CP 131.0 2 4 EAcVBPaJ 234 332 83.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 46 CP 115.5 3 4 EAcVBPaJ 261 278 69.5
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 62 CP 131.5 3 4 EAcVBPaJ 261 278 69.5
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 76 CP 145.5 3 4 EAcVBPaJ 261 278 69.5
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 77 CP 146.5 3 4 EAcVBPaJ 261 278 69.5
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 65 CP 136.0 4 4 EAcVBPaJ 258 284 71.0
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 69 CP 140.0 4 4 EAcVBPaJ 258 284 71.0
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 59 CP 130.0 4 4 EAcVBPaJ 258 284 71.0
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 65 CP 136.0 4 4 EAcVBPaJ 258 284 71.0
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 79 CP 133.0 1 5 EAcVBPaJ 292 216 54.0
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 67 CP 121.0 1 5 EAcVBPaJ 292 216 54.0
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 72 CP 126.0 1 5 EAcVBPaJ 292 216 54.0
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 74 CP 128.0 1 5 EAcVBPaJ 292 216 54.0
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 89 CP 143.5 2 5 EAcVBPaJ 291 218 54.5
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 65 CP 119.5 2 5 EAcVBPaJ 291 218 54.5
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 54 CP 108.5 2 5 EAcVBPaJ 291 218 54.5
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 83 CP 137.5 2 5 EAcVBPaJ 291 218 54.5
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 67 CP 122.5 3 5 EAcVBPaJ 289 222 55.5
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 71 CP 126.5 3 5 EAcVBPaJ 289 222 55.5
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 84 CP 139.5 3 5 EAcVBPaJ 289 222 55.5
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 67 CP 122.5 3 5 EAcVBPaJ 289 222 55.5
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 72 CP 111.0 4 5 EAcVBPaJ 322 156 39.0
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 90 CP 129.0 4 5 EAcVBPaJ 322 156 39.0
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 80 CP 119.0 4 5 EAcVBPaJ 322 156 39.0
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 80 CP 119.0 4 5 EAcVBPaJ 322 156 39.0
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 89 CP 123.5 1 6 EAcVBPaJ 331 138 34.5
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 79 CP 113.5 1 6 EAcVBPaJ 331 138 34.5
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 75 CP 109.5 1 6 EAcVBPaJ 331 138 34.5
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 88 CP 122.5 1 6 EAcVBPaJ 331 138 34.5
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 100 CP 111.5 2 6 EAcVBPaJ 377 46 11.5
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 92 CP 103.5 2 6 EAcVBPaJ 377 46 11.5
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 92 CP 103.5 2 6 EAcVBPaJ 377 46 11.5
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 93 CP 104.5 2 6 EAcVBPaJ 377 46 11.5
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 86 CP 112.0 3 6 EAcVBPaJ 348 104 26.0
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 76 CP 102.0 3 6 EAcVBPaJ 348 104 26.0
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 100 CP 126.0 3 6 EAcVBPaJ 348 104 26.0
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 86 CP 112.0 3 6 EAcVBPaJ 348 104 26.0
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 87 CP 119.5 4 6 EAcVBPaJ 335 130 32.5
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 72 CP 104.5 4 6 EAcVBPaJ 335 130 32.5
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 88 CP 120.5 4 6 EAcVBPaJ 335 130 32.5
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 88 CP 120.5 4 6 EAcVBPaJ 335 130 32.5
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 100 CP 106.5 1 7 EAcVBPaJ 387 26 6.5
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 87 CP 93.5 1 7 EAcVBPaJ 387 26 6.5
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 100 CP 106.5 1 7 EAcVBPaJ 387 26 6.5
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 100 CP 106.5 1 7 EAcVBPaJ 387 26 6.5
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 100 CP 103.0 2 7 EAcVBPaJ 394 12 3.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 94 CP 97.0 2 7 EAcVBPaJ 394 12 3.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 100 CP 103.0 2 7 EAcVBPaJ 394 12 3.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 100 CP 103.0 2 7 EAcVBPaJ 394 12 3.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 100 CP 103.5 3 7 EAcVBPaJ 393 14 3.5
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 100 CP 103.5 3 7 EAcVBPaJ 393 14 3.5
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 93 CP 96.5 3 7 EAcVBPaJ 393 14 3.5
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 100 CP 103.5 3 7 EAcVBPaJ 393 14 3.5
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 98 CP 105.5 4 7 EAcVBPaJ 385 30 7.5
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 100 CP 107.5 4 7 EAcVBPaJ 385 30 7.5
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 89 CP 96.5 4 7 EAcVBPaJ 385 30 7.5
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 98 CP 105.5 4 7 EAcVBPaJ 385 30 7.5
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 100 CP 100.0 1 8 EAcVBPaJ 400 0 0.0
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 100 CP 100.0 1 8 EAcVBPaJ 400 0 0.0
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 100 CP 100.0 1 8 EAcVBPaJ 400 0 0.0
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 100 CP 100.0 1 8 EAcVBPaJ 400 0 0.0
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 96 CP 98.0 2 8 EAcVBPaJ 396 8 2.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 100 CP 102.0 2 8 EAcVBPaJ 396 8 2.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 100 CP 102.0 2 8 EAcVBPaJ 396 8 2.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 100 CP 102.0 2 8 EAcVBPaJ 396 8 2.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 100 CP 100.0 3 8 EAcVBPaJ 400 0 0.0
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 100 CP 100.0 3 8 EAcVBPaJ 400 0 0.0
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 100 CP 100.0 3 8 EAcVBPaJ 400 0 0.0
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 100 CP 100.0 3 8 EAcVBPaJ 400 0 0.0
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 100 CP 100.0 4 8 EAcVBPaJ 400 0 0.0
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 100 CP 100.0 4 8 EAcVBPaJ 400 0 0.0
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 100 CP 100.0 4 8 EAcVBPaJ 400 0 0.0
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 100 CP 100.0 4 8 EAcVBPaJ 400 0 0.0
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 100 CP 100.0 1 9 EAcVBPaJ 400 0 0.0
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 100 CP 100.0 1 9 EAcVBPaJ 400 0 0.0
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 100 CP 100.0 1 9 EAcVBPaJ 400 0 0.0
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 100 CP 100.0 1 9 EAcVBPaJ 400 0 0.0
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 100 CP 100.0 2 9 EAcVBPaJ 400 0 0.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 100 CP 100.0 2 9 EAcVBPaJ 400 0 0.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 100 CP 100.0 2 9 EAcVBPaJ 400 0 0.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 100 CP 100.0 2 9 EAcVBPaJ 400 0 0.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 100 CP 100.0 3 9 EAcVBPaJ 400 0 0.0
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 100 CP 100.0 3 9 EAcVBPaJ 400 0 0.0
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 100 CP 100.0 3 9 EAcVBPaJ 400 0 0.0
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 100 CP 100.0 3 9 EAcVBPaJ 400 0 0.0
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 100 CP 100.0 4 9 EAcVBPaJ 400 0 0.0
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 100 CP 100.0 4 9 EAcVBPaJ 400 0 0.0
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 100 CP 100.0 4 9 EAcVBPaJ 400 0 0.0
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 100 CP 100.0 4 9 EAcVBPaJ 400 0 0.0
1 h41R9ihs 0 2020-04-14 14:00:00 1295.5 1 100 CP 100.0 1 10 EAcVBPaJ 400 0 0.0
2 Kyz2toiH 0 2020-04-14 14:00:00 1271.5 2 100 CP 100.0 1 10 EAcVBPaJ 400 0 0.0
3 VQbvEGjk 0 2020-04-14 14:00:00 1300.5 3 100 CP 100.0 1 10 EAcVBPaJ 400 0 0.0
4 vSrJCv3P 0 2020-04-14 14:00:00 1325.5 4 100 CP 100.0 1 10 EAcVBPaJ 400 0 0.0
5 SPfkuo5B 0 2020-04-14 14:00:00 1319.5 1 100 CP 100.0 2 10 EAcVBPaJ 400 0 0.0
6 dsaGsBU0 0 2020-04-14 14:00:00 1291.5 2 100 CP 100.0 2 10 EAcVBPaJ 400 0 0.0
7 MR7cIEMt 0 2020-04-14 14:00:00 1234.5 3 100 CP 100.0 2 10 EAcVBPaJ 400 0 0.0
8 zjzXQx94 0 2020-04-14 14:00:00 1295.5 4 100 CP 100.0 2 10 EAcVBPaJ 400 0 0.0
9 1bhn89zO 0 2020-04-14 14:00:00 1241.5 1 100 CP 100.0 3 10 EAcVBPaJ 400 0 0.0
10 BTXKzW8R 0 2020-04-14 14:00:00 1288.5 2 100 CP 100.0 3 10 EAcVBPaJ 400 0 0.0
11 cC8mdHBG 0 2020-04-14 14:00:00 1341.5 3 100 CP 100.0 3 10 EAcVBPaJ 400 0 0.0
12 WgNx72VZ 0 2020-04-14 14:00:00 1287.5 4 100 CP 100.0 3 10 EAcVBPaJ 400 0 0.0
13 qewV5zOt 0 2020-04-14 14:00:00 1261.5 1 100 CP 100.0 4 10 EAcVBPaJ 400 0 0.0
14 sI8G0oAq 0 2020-04-14 14:00:00 1302.5 2 100 CP 100.0 4 10 EAcVBPaJ 400 0 0.0
15 AlWGLhaT 0 2020-04-14 14:00:00 1280.5 3 100 CP 100.0 4 10 EAcVBPaJ 400 0 0.0
16 KyeCMVs9 0 2020-04-14 14:00:00 1282.5 4 100 CP 100.0 4 10 EAcVBPaJ 400 0 0.0
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 2 CP 189.0 1 1 xsxS4sCX 26 748 187.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 22 CP 209.0 1 1 xsxS4sCX 26 748 187.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 2 CP 189.0 1 1 xsxS4sCX 26 748 187.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 0 CP 187.0 1 1 xsxS4sCX 26 748 187.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 35 CP 189.5 2 1 xsxS4sCX 91 618 154.5
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 25 CP 179.5 2 1 xsxS4sCX 91 618 154.5
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 23 CP 177.5 2 1 xsxS4sCX 91 618 154.5
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 8 CP 162.5 2 1 xsxS4sCX 91 618 154.5
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 15 CP 189.0 3 1 xsxS4sCX 52 696 174.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 21 CP 195.0 3 1 xsxS4sCX 52 696 174.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 2 CP 176.0 3 1 xsxS4sCX 52 696 174.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 14 CP 188.0 3 1 xsxS4sCX 52 696 174.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 17 CP 168.0 4 1 xsxS4sCX 98 604 151.0
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 32 CP 183.0 4 1 xsxS4sCX 98 604 151.0
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 21 CP 172.0 4 1 xsxS4sCX 98 604 151.0
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 28 CP 179.0 4 1 xsxS4sCX 98 604 151.0
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 31 CP 186.0 1 2 xsxS4sCX 90 620 155.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 19 CP 174.0 1 2 xsxS4sCX 90 620 155.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 27 CP 182.0 1 2 xsxS4sCX 90 620 155.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 13 CP 168.0 1 2 xsxS4sCX 90 620 155.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 39 CP 173.0 2 2 xsxS4sCX 132 536 134.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 44 CP 178.0 2 2 xsxS4sCX 132 536 134.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 29 CP 163.0 2 2 xsxS4sCX 132 536 134.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 20 CP 154.0 2 2 xsxS4sCX 132 536 134.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 41 CP 171.5 3 2 xsxS4sCX 139 522 130.5
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 31 CP 161.5 3 2 xsxS4sCX 139 522 130.5
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 26 CP 156.5 3 2 xsxS4sCX 139 522 130.5
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 41 CP 171.5 3 2 xsxS4sCX 139 522 130.5
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 22 CP 162.5 4 2 xsxS4sCX 119 562 140.5
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 41 CP 181.5 4 2 xsxS4sCX 119 562 140.5
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 22 CP 162.5 4 2 xsxS4sCX 119 562 140.5
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 34 CP 174.5 4 2 xsxS4sCX 119 562 140.5
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 54 CP 164.5 1 3 xsxS4sCX 179 442 110.5
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 32 CP 142.5 1 3 xsxS4sCX 179 442 110.5
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 49 CP 159.5 1 3 xsxS4sCX 179 442 110.5
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 44 CP 154.5 1 3 xsxS4sCX 179 442 110.5
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 52 CP 156.0 2 3 xsxS4sCX 192 416 104.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 37 CP 141.0 2 3 xsxS4sCX 192 416 104.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 44 CP 148.0 2 3 xsxS4sCX 192 416 104.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 59 CP 163.0 2 3 xsxS4sCX 192 416 104.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 47 CP 158.0 3 3 xsxS4sCX 178 444 111.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 53 CP 164.0 3 3 xsxS4sCX 178 444 111.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 43 CP 154.0 3 3 xsxS4sCX 178 444 111.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 35 CP 146.0 3 3 xsxS4sCX 178 444 111.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 45 CP 168.0 4 3 xsxS4sCX 154 492 123.0
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 33 CP 156.0 4 3 xsxS4sCX 154 492 123.0
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 19 CP 142.0 4 3 xsxS4sCX 154 492 123.0
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 57 CP 180.0 4 3 xsxS4sCX 154 492 123.0
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 49 CP 138.5 1 4 xsxS4sCX 221 358 89.5
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 42 CP 131.5 1 4 xsxS4sCX 221 358 89.5
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 70 CP 159.5 1 4 xsxS4sCX 221 358 89.5
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 60 CP 149.5 1 4 xsxS4sCX 221 358 89.5
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 54 CP 135.0 2 4 xsxS4sCX 238 324 81.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 58 CP 139.0 2 4 xsxS4sCX 238 324 81.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 56 CP 137.0 2 4 xsxS4sCX 238 324 81.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 70 CP 151.0 2 4 xsxS4sCX 238 324 81.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 67 CP 146.5 3 4 xsxS4sCX 241 318 79.5
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 43 CP 122.5 3 4 xsxS4sCX 241 318 79.5
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 64 CP 143.5 3 4 xsxS4sCX 241 318 79.5
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 67 CP 146.5 3 4 xsxS4sCX 241 318 79.5
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 67 CP 146.5 4 4 xsxS4sCX 241 318 79.5
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 36 CP 115.5 4 4 xsxS4sCX 241 318 79.5
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 58 CP 137.5 4 4 xsxS4sCX 241 318 79.5
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 80 CP 159.5 4 4 xsxS4sCX 241 318 79.5
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 83 CP 143.5 1 5 xsxS4sCX 279 242 60.5
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 58 CP 118.5 1 5 xsxS4sCX 279 242 60.5
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 58 CP 118.5 1 5 xsxS4sCX 279 242 60.5
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 80 CP 140.5 1 5 xsxS4sCX 279 242 60.5
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 73 CP 117.0 2 5 xsxS4sCX 312 176 44.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 85 CP 129.0 2 5 xsxS4sCX 312 176 44.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 78 CP 122.0 2 5 xsxS4sCX 312 176 44.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 76 CP 120.0 2 5 xsxS4sCX 312 176 44.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 77 CP 120.0 3 5 xsxS4sCX 314 172 43.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 77 CP 120.0 3 5 xsxS4sCX 314 172 43.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 62 CP 105.0 3 5 xsxS4sCX 314 172 43.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 98 CP 141.0 3 5 xsxS4sCX 314 172 43.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 61 CP 111.5 4 5 xsxS4sCX 299 202 50.5
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 75 CP 125.5 4 5 xsxS4sCX 299 202 50.5
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 70 CP 120.5 4 5 xsxS4sCX 299 202 50.5
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 93 CP 143.5 4 5 xsxS4sCX 299 202 50.5
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 100 CP 112.0 1 6 xsxS4sCX 376 48 12.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 84 CP 96.0 1 6 xsxS4sCX 376 48 12.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 92 CP 104.0 1 6 xsxS4sCX 376 48 12.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 100 CP 112.0 1 6 xsxS4sCX 376 48 12.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 100 CP 123.5 2 6 xsxS4sCX 353 94 23.5
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 93 CP 116.5 2 6 xsxS4sCX 353 94 23.5
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 80 CP 103.5 2 6 xsxS4sCX 353 94 23.5
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 80 CP 103.5 2 6 xsxS4sCX 353 94 23.5
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 100 CP 122.0 3 6 xsxS4sCX 356 88 22.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 69 CP 91.0 3 6 xsxS4sCX 356 88 22.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 100 CP 122.0 3 6 xsxS4sCX 356 88 22.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 87 CP 109.0 3 6 xsxS4sCX 356 88 22.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 85 CP 100.5 4 6 xsxS4sCX 369 62 15.5
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 92 CP 107.5 4 6 xsxS4sCX 369 62 15.5
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 99 CP 114.5 4 6 xsxS4sCX 369 62 15.5
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 93 CP 108.5 4 6 xsxS4sCX 369 62 15.5
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 85 CP 92.5 1 7 xsxS4sCX 385 30 7.5
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 100 CP 107.5 1 7 xsxS4sCX 385 30 7.5
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 100 CP 107.5 1 7 xsxS4sCX 385 30 7.5
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 100 CP 107.5 1 7 xsxS4sCX 385 30 7.5
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 95 CP 109.0 2 7 xsxS4sCX 372 56 14.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 81 CP 95.0 2 7 xsxS4sCX 372 56 14.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 100 CP 114.0 2 7 xsxS4sCX 372 56 14.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 96 CP 110.0 2 7 xsxS4sCX 372 56 14.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 97 CP 101.0 3 7 xsxS4sCX 392 16 4.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 95 CP 99.0 3 7 xsxS4sCX 392 16 4.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 100 CP 104.0 3 7 xsxS4sCX 392 16 4.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 100 CP 104.0 3 7 xsxS4sCX 392 16 4.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 100 CP 101.5 4 7 xsxS4sCX 397 6 1.5
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 100 CP 101.5 4 7 xsxS4sCX 397 6 1.5
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 97 CP 98.5 4 7 xsxS4sCX 397 6 1.5
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 100 CP 101.5 4 7 xsxS4sCX 397 6 1.5
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 100 CP 100.0 1 8 xsxS4sCX 400 0 0.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 100 CP 100.0 1 8 xsxS4sCX 400 0 0.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 100 CP 100.0 1 8 xsxS4sCX 400 0 0.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 100 CP 100.0 1 8 xsxS4sCX 400 0 0.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 100 CP 100.0 2 8 xsxS4sCX 400 0 0.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 100 CP 100.0 2 8 xsxS4sCX 400 0 0.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 100 CP 100.0 2 8 xsxS4sCX 400 0 0.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 100 CP 100.0 2 8 xsxS4sCX 400 0 0.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 100 CP 100.0 3 8 xsxS4sCX 400 0 0.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 100 CP 100.0 3 8 xsxS4sCX 400 0 0.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 100 CP 100.0 3 8 xsxS4sCX 400 0 0.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 100 CP 100.0 3 8 xsxS4sCX 400 0 0.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 100 CP 100.0 4 8 xsxS4sCX 400 0 0.0
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 100 CP 100.0 4 8 xsxS4sCX 400 0 0.0
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 100 CP 100.0 4 8 xsxS4sCX 400 0 0.0
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 100 CP 100.0 4 8 xsxS4sCX 400 0 0.0
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 100 CP 100.0 1 9 xsxS4sCX 400 0 0.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 100 CP 100.0 1 9 xsxS4sCX 400 0 0.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 100 CP 100.0 1 9 xsxS4sCX 400 0 0.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 100 CP 100.0 1 9 xsxS4sCX 400 0 0.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 100 CP 100.0 2 9 xsxS4sCX 400 0 0.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 100 CP 100.0 2 9 xsxS4sCX 400 0 0.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 100 CP 100.0 2 9 xsxS4sCX 400 0 0.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 100 CP 100.0 2 9 xsxS4sCX 400 0 0.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 100 CP 100.0 3 9 xsxS4sCX 400 0 0.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 100 CP 100.0 3 9 xsxS4sCX 400 0 0.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 100 CP 100.0 3 9 xsxS4sCX 400 0 0.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 100 CP 100.0 3 9 xsxS4sCX 400 0 0.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 100 CP 100.0 4 9 xsxS4sCX 400 0 0.0
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 100 CP 100.0 4 9 xsxS4sCX 400 0 0.0
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 100 CP 100.0 4 9 xsxS4sCX 400 0 0.0
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 100 CP 100.0 4 9 xsxS4sCX 400 0 0.0
1 8ZK7FLpm 0 2020-04-14 16:00:00 1326.0 1 100 CP 100.0 1 10 xsxS4sCX 400 0 0.0
2 wq9apdTG 0 2020-04-14 16:00:00 1279.0 2 100 CP 100.0 1 10 xsxS4sCX 400 0 0.0
3 1KDsgWYF 0 2020-04-14 16:00:00 1320.0 3 100 CP 100.0 1 10 xsxS4sCX 400 0 0.0
4 0wiHkrNi 0 2020-04-14 16:00:00 1319.0 4 100 CP 100.0 1 10 xsxS4sCX 400 0 0.0
5 EeyNSoU3 0 2020-04-14 16:00:00 1303.0 1 100 CP 100.0 2 10 xsxS4sCX 400 0 0.0
6 8A5P3YKX 0 2020-04-14 16:00:00 1278.0 2 100 CP 100.0 2 10 xsxS4sCX 400 0 0.0
7 uNxNwgtF 0 2020-04-14 16:00:00 1265.0 3 100 CP 100.0 2 10 xsxS4sCX 400 0 0.0
8 P06VNn0p 0 2020-04-14 16:00:00 1264.0 4 100 CP 100.0 2 10 xsxS4sCX 400 0 0.0
9 NNwTYvrG 0 2020-04-14 16:00:00 1308.0 1 100 CP 100.0 3 10 xsxS4sCX 400 0 0.0
10 gRDgxGTJ 0 2020-04-14 16:00:00 1253.0 2 100 CP 100.0 3 10 xsxS4sCX 400 0 0.0
11 AiWE3fn7 0 2020-04-14 16:00:00 1261.0 3 100 CP 100.0 3 10 xsxS4sCX 400 0 0.0
12 g1MjJRpK 0 2020-04-14 16:00:00 1306.0 4 100 CP 100.0 3 10 xsxS4sCX 400 0 0.0
13 8IAqf8Kp 0 2020-04-14 16:00:00 1258.5 1 100 CP 100.0 4 10 xsxS4sCX 400 0 0.0
14 o9QRsPgi 0 2020-04-14 16:00:00 1270.5 2 100 CP 100.0 4 10 xsxS4sCX 400 0 0.0
15 025OtRki 0 2020-04-14 16:00:00 1247.5 3 100 CP 100.0 4 10 xsxS4sCX 400 0 0.0
16 Ar5AqcCf 0 2020-04-14 16:00:00 1346.5 4 100 CP 100.0 4 10 xsxS4sCX 400 0 0.0
Total number of participants
n
64
Participants per session
session.code n
aP4WxhYF 16
EAcVBPaJ 16
EaZ42dvb 16
xsxS4sCX 16
Participants per treatment
Treatment n
Common Pool 64
Voluntary Contribution 64

Results

Dynamics

Average contributions per period (SD in parenthesis)
Treatment 1 2 3 4 5 6 7 8 9 10
Common Pool 83.188 (9.631) 69.391 (8.972) 55.594 (9.114) 39.469 (10.506) 26.797 (10.333) 11.203 (9.214) 1.75 (3.904) 0.062 (0.5) 0 (0) 0 (0)
Voluntary Contribution 91.391 (8.053) 82.609 (8.972) 72.406 (9.114) 64.531 (10.506) 53.203 (10.333) 46.297 (11.679) 37.234 (10.422) 26.969 (9.423) 19.453 (10.328) 8.562 (8.608)

Appendix

Assignment

Assignment 1

  • Randomly draw 1000 observations from a standard normal distribution
  • Create the following graph (points)

Assignment 2

  • Using the same dataset

  • Create the following graph (histogram)

  • Complement the information with a summary table
n Mean sd
1000 0 1

Assignment 3 (difficult)

  • identify max an min value in the dispersion graph

Dynamic graphics with shiny

library(shiny)

# ------------
# Data
# ------------
dt.g <- dt %>%  group_by(Treatment, subsession.round_number) %>%
        summarise_at("Contribution",list(N=~n(), Mean=~mean(.), Median=~median(.), SD=~sd(.))) %>%
        mutate(SEM=SD/sqrt(N))


#----------------------------------
# User interface
#-----------------------------------
time_range <- c(1,10)
treatment <- dt.g %>% distinct(Treatment) %>% pull()
# Define UI for application that the plot
ui <- fluidPage(
  fluidRow(
   # Application title
   titlePanel("Contributions to PGG"),
   column(1),
   column(3,
          wellPanel(
              checkboxGroupInput("show_vars", "Treatment",
                                 treatment, selected = treatment),#selection
              sliderInput("round", "Round", min = time_range[1], max = time_range[2], value= c(time_range[1], time_range[2]),
                          sep = "")
          )
   ),
   column(6,
          plotOutput("distPlot")
   )
  )
)

## SERVER

# Define server logic required to draw the plot
server <- function(input, output) {
  # choose columns to display
  output$distPlot <- renderPlot({
    #--------------------------------
    # draw the plot GDP procapite (tasso crescita anno precedente, valori costanti)
    ggplot(dt.g %>% filter(Treatment %in% input$show_vars & subsession.round_number>=input$round[1] & subsession.round_number<=input$round[2]),aes(x=subsession.round_number,y=Mean,fill=Treatment,color=Treatment))+
            geom_line(alpha=.7)+
            geom_point()+
            theme_bw()+
#            geom_errorbar(mapping=aes(x=subsession.round_number, ymin=Mean-SD, ymax=Mean+SD), width=0.5, alpha=.7)+
            scale_x_continuous(breaks=seq(1,10),minor_breaks=seq(1,10))+
      #      scale_color_manual(values = getPalette)+
            labs(title="Average contributions to PG",
                subtitle="By treatment and round",
                y = "Average contribution to PG",
                x= "Round")+
            theme(legend.position="none",
                  axis.text=element_text(size=8),
                  axis.title=element_text(size=14,face="bold"),
                  axis.text.x = element_text(size=10)) #axis
    #--------------------------------

  })
}

# Run the application
shinyApp(ui = ui, server = server)

References

Wickham, Hadley. 2010. “A Layered Grammar of Graphics.” Journal of Computational and Graphical Statistics 19 (1). Taylor & Francis: 3–28.