<p><div><div><div><div data-show-faces="false" data-height="21" data-width="100" data-layout="button_count" data-send="true" data-href="https://www.r-bloggers.com/bump-chart/"></div></div><div></div></div><div></div></div>
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(This article was first published on <strong><a href="http://dominikkoch.github.io/Bump-Chart/"> Data Science 42</a></strong>, and kindly contributed to <a rel="nofollow" href="https://www.r-bloggers.com/">R-bloggers)</a> </div>
<p>	Track performance over time – </p>
<p>A <strong>Bump Chart</strong> is a special form of a line plot. This kind of plot is designed for exploring changes in rank over time. The focus here is usually on comparing the position or performance of multiple observations with respect to each other rather than the actual values itself.</p>
<p>Such visualisation can be used to track the leaderboard in soccer or the medal table in tournaments. I will use data from the recent <a rel="nofollow" href="https://www.pyeongchang2018.com/en/index" target="_blank">Olympic Winter Games in PyeongChang</a> to demonstrate the power of the Bump Chart.</p>
<p><strong>Required data</strong></p>
<ul>
<li>data.frame with ranking of every individual over time. All individuals have to be ranked at the same point in time.</li>
</ul>
<h2>Preview</h2>
<p><img alt="" src="https://i2.wp.com/github.com/DominikKoch/dominikkoch.github.io/blob/master/img/bumpChart.png?w=456&ssl=1" data-recalc-dims="1"></p>
<h2>Required packages</h2>
<p>Importing the <a rel="nofollow" href="https://cran.r-project.org/web/packages/ggplot2/index.html" target="_blank">ggplot2</a> package is mandatory. <a rel="nofollow" href="https://cran.r-project.org/web/packages/dplyr/index.html" target="_blank">dplyr</a> on the other hand can be replaced by other data manipulation libraries.</p>
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<pre><code><span>library</span><span>(</span><span>dplyr</span><span>)</span><span> </span><span># data manipulation</span><span>
</span><span>library</span><span>(</span><span>ggplot2</span><span>)</span><span> </span><span># visualisation</span><span>
</span></code></pre>
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</div>
<h2>Data foundation</h2>
<p>Before we can start building the Bump Chart we first need to get the data in the correct shape. Let’s assume that we start with the number of cumulated medals after each competition day per country.</p>
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<pre><code>##         date country gold silver bronze
## 1 2018-02-10     GER    2      0      0
## 2 2018-02-10     NED    1      2      1
## 3 2018-02-10     KOR    1      0      0
## 4 2018-02-10     SWE    1      0      0
## 5 2018-02-10     NOR    0      3      1
</code></pre>
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<pre><code>##           date country gold silver bronze
## 451 2018-02-25     NOR   14     14     11
## 452 2018-02-25     GER   14     10      7
## 453 2018-02-25     CAN   11      8     10
## 454 2018-02-25     USA    9      8      6
## 455 2018-02-25     NED    8      6      6
</code></pre>
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</div>
<p>The data shown here, was extracted from the <a rel="nofollow" href="https://www.pyeongchang2018.com/en/game-time/results/OWG2018/en/general/daily-medallists-date=2018-02-17.htm" target="_blank">official homepage</a> with the help of the <a rel="nofollow" href="https://cran.r-project.org/web/packages/rvest/" target="_blank">rvest package</a>. To ensure reproducibility of the plots I attached the data at the end of the blog post.</p>
<p>We first have to rank the countries based on their accumulated number of gold, silver and bronze medals for every day of the Olympic Games. In case of a tie the countries are ranked in alphabetical order.</p>
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<pre><code><span>df.rankings</span><span> </span><span>&lt;-</span><span> </span><span>df</span><span> </span><span>%>%</span><span> </span><span>group_by</span><span>(</span><span>date</span><span>)</span><span> </span><span>%>%</span><span> </span><span>arrange</span><span>(</span><span>date</span><span>,</span><span> </span><span>desc</span><span>(</span><span>gold</span><span>),</span><span> </span><span>desc</span><span>(</span><span>silver</span><span>),</span><span> </span><span>desc</span><span>(</span><span>bronze</span><span>),</span><span> </span><span>country</span><span>)</span><span> </span><span>%>%</span><span> </span><span>mutate</span><span>(</span><span>ranking</span><span> </span><span>=</span><span> </span><span>row_number</span><span>(),</span><span>
</span><span>day</span><span> </span><span>=</span><span> </span><span>as.numeric</span><span>(</span><span>as.Date</span><span>(</span><span>date</span><span>))</span><span> </span><span>-</span><span> </span><span>17571</span><span>)</span><span> </span><span>%>%</span><span> </span><span>as.data.frame</span><span>()</span><span>
</span></code></pre>
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<div>
<pre><code>##         date country gold silver bronze ranking day
## 1 2018-02-10     GER    2      0      0       1   1
## 2 2018-02-10     NED    1      2      1       2   1
## 3 2018-02-10     KOR    1      0      0       3   1
## 4 2018-02-10     SWE    1      0      0       4   1
## 5 2018-02-10     NOR    0      3      1       5   1
</code></pre>
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<pre><code>##           date country gold silver bronze ranking day
## 451 2018-02-25     NOR   14     14     11       1  16
## 452 2018-02-25     GER   14     10      7       2  16
## 453 2018-02-25     CAN   11      8     10       3  16
## 454 2018-02-25     USA    9      8      6       4  16
## 455 2018-02-25     NED    8      6      6       5  16
</code></pre>
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</div>
<h2>Basic Version</h2>
<p>A simple version of the bump chart is created by using the syntax for a line chart and reversing the y axis.</p>
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<div>
<pre><code><span>ggplot</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>day</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>ranking</span><span>,</span><span> </span><span>group</span><span> </span><span>=</span><span> </span><span>country</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_line</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>2</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_y_reverse</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>nrow</span><span>(</span><span>df.rankings</span><span>))</span><span>
</span></code></pre>
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<p><img alt="plot of chunk unnamed-chunk-5" title="plot of chunk unnamed-chunk-5" src="https://i0.wp.com/dominikkoch.github.io/img/blog//Bump-Chart-unnamed-chunk-5-1.png?w=456" data-recalc-dims="1"></p>
<p>Now we can see, that the data is in the correct format but the plot looks really ugly and shouldn’t be used in its current shape.</p>
<h2>Style it</h2>
<p>With the help some simple theme changes and adding the country information next to the lines we can clean up the mess.</p>
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<div>
<pre><code><span>my_theme</span><span> </span><span>&lt;-</span><span> </span><span>function</span><span>()</span><span> </span><span>{</span><span>
</span><span># Colors</span><span>
</span><span>color.background</span><span> </span><span>=</span><span> </span><span>&quot;white&quot;</span><span>
</span><span>color.text</span><span> </span><span>=</span><span> </span><span>&quot;#22211d&quot;</span><span>
</span><span># Begin construction of chart</span><span>
</span><span>theme_bw</span><span>(</span><span>base_size</span><span>=</span><span>15</span><span>)</span><span> </span><span>+</span><span>
</span><span># Format background colors</span><span>
</span><span>theme</span><span>(</span><span>panel.background</span><span> </span><span>=</span><span> </span><span>element_rect</span><span>(</span><span>fill</span><span>=</span><span>color.background</span><span>,</span><span> </span><span>color</span><span>=</span><span>color.background</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>plot.background</span><span> </span><span>=</span><span> </span><span>element_rect</span><span>(</span><span>fill</span><span>=</span><span>color.background</span><span>,</span><span> </span><span>color</span><span>=</span><span>color.background</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>panel.border</span><span> </span><span>=</span><span> </span><span>element_rect</span><span>(</span><span>color</span><span>=</span><span>color.background</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>strip.background</span><span> </span><span>=</span><span> </span><span>element_rect</span><span>(</span><span>fill</span><span>=</span><span>color.background</span><span>,</span><span> </span><span>color</span><span>=</span><span>color.background</span><span>))</span><span> </span><span>+</span><span>
</span><span># Format the grid</span><span>
</span><span>theme</span><span>(</span><span>panel.grid.major.y</span><span> </span><span>=</span><span> </span><span>element_blank</span><span>())</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>panel.grid.minor.y</span><span> </span><span>=</span><span> </span><span>element_blank</span><span>())</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>axis.ticks</span><span> </span><span>=</span><span> </span><span>element_blank</span><span>())</span><span> </span><span>+</span><span>
</span><span># Format the legend</span><span>
</span><span>theme</span><span>(</span><span>legend.position</span><span> </span><span>=</span><span> </span><span>&quot;none&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span># Format title and axis labels</span><span>
</span><span>theme</span><span>(</span><span>plot.title</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>color</span><span>=</span><span>color.text</span><span>,</span><span> </span><span>size</span><span>=</span><span>20</span><span>,</span><span> </span><span>face</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>axis.title.x</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>size</span><span>=</span><span>14</span><span>,</span><span> </span><span>color</span><span>=</span><span>&quot;black&quot;</span><span>,</span><span> </span><span>face</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>axis.title.y</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>size</span><span>=</span><span>14</span><span>,</span><span> </span><span>color</span><span>=</span><span>&quot;black&quot;</span><span>,</span><span> </span><span>face</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>,</span><span> </span><span>vjust</span><span>=</span><span>1.25</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>axis.text.x</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>size</span><span>=</span><span>10</span><span>,</span><span> </span><span>vjust</span><span>=</span><span>0.5</span><span>,</span><span> </span><span>hjust</span><span>=</span><span>0.5</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>color.text</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>axis.text.y</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>size</span><span>=</span><span>10</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>color.text</span><span>))</span><span> </span><span>+</span><span>
</span><span>theme</span><span>(</span><span>strip.text</span><span> </span><span>=</span><span> </span><span>element_text</span><span>(</span><span>face</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>))</span><span> </span><span>+</span><span>
</span><span># Plot margins</span><span>
</span><span>theme</span><span>(</span><span>plot.margin</span><span> </span><span>=</span><span> </span><span>unit</span><span>(</span><span>c</span><span>(</span><span>0.35</span><span>,</span><span> </span><span>0.2</span><span>,</span><span> </span><span>0.3</span><span>,</span><span> </span><span>0.35</span><span>),</span><span> </span><span>&quot;cm&quot;</span><span>))</span><span>
</span><span>}</span><span>
</span></code></pre>
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<p>For the sake of clarity we will only focus on the top 10 <code>show.top.n &lt;- 10</code> observations. Be careful to limit the y axis in the plot and not filter the data beforehand, otherwise the plot will be incorrect.</p>
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<pre><code><span>show.top.n</span><span> </span><span>&lt;-</span><span> </span><span>10</span><span>
</span><span>ggplot</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>day</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>ranking</span><span>,</span><span> </span><span>group</span><span> </span><span>=</span><span> </span><span>country</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_line</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>2</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#FFFFFF&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>1</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_y_reverse</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>show.top.n</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_x_continuous</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>minor_breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>expand</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>.05</span><span>,</span><span> </span><span>.05</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_text</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span> </span><span>%>%</span><span> </span><span>filter</span><span>(</span><span>day</span><span> </span><span>==</span><span> </span><span>&quot;1&quot;</span><span>),</span><span>
</span><span>aes</span><span>(</span><span>label</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>x</span><span> </span><span>=</span><span> </span><span>0.5</span><span>)</span><span> </span><span>,</span><span> </span><span>hjust</span><span> </span><span>=</span><span> </span><span>.85</span><span>,</span><span> </span><span>fontface</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#888888&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_text</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span> </span><span>%>%</span><span> </span><span>filter</span><span>(</span><span>day</span><span> </span><span>==</span><span> </span><span>&quot;16&quot;</span><span>),</span><span>
</span><span>aes</span><span>(</span><span>label</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>x</span><span> </span><span>=</span><span> </span><span>16.5</span><span>)</span><span> </span><span>,</span><span> </span><span>hjust</span><span> </span><span>=</span><span> </span><span>0.15</span><span>,</span><span> </span><span>fontface</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#888888&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>coord_cartesian</span><span>(</span><span>ylim</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>1</span><span>,</span><span>show.top.n</span><span>))</span><span> </span><span>+</span><span> </span><span>theme</span><span>(</span><span>legend.position</span><span> </span><span>=</span><span> </span><span>&quot;none&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>labs</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>&quot;Competition days with medals&quot;</span><span>,</span><span>
</span><span>y</span><span> </span><span>=</span><span> </span><span>&quot;Rank&quot;</span><span>,</span><span>
</span><span>title</span><span> </span><span>=</span><span> </span><span>&quot;PyeongChang 2018 Olympic Winter Games&quot;</span><span>,</span><span>
</span><span>subtitle</span><span> </span><span>=</span><span> </span><span>&quot;Countries ranked by overall medals after each competition day&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>my_theme</span><span>()</span><span> </span></code></pre>
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<p><img alt="plot of chunk unnamed-chunk-7" title="plot of chunk unnamed-chunk-7" src="https://i2.wp.com/dominikkoch.github.io/img/blog//Bump-Chart-unnamed-chunk-7-1.png?w=456" data-recalc-dims="1"></p>
<p>This already looks way better and we can improve it even further.</p>
<h2>Highlight</h2>
<p>By highlighting only a few of the lines we can emphasise these countries in the plot. Therefore, we need to create a new feature for the colour parameter where all non-highlighted observations are labeled as ‘zzz’.</p>
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<pre><code><span>df.rankings</span><span> </span><span>&lt;-</span><span> </span><span>df.rankings</span><span> </span><span>%>%</span><span>
</span><span>mutate</span><span>(</span><span>flag</span><span> </span><span>=</span><span> </span><span>ifelse</span><span>(</span><span>country</span><span> </span><span>%in%</span><span> </span><span>c</span><span>(</span><span>&quot;NOR&quot;</span><span>,</span><span>&quot;GER&quot;</span><span>,</span><span>&quot;CAN&quot;</span><span>,</span><span>&quot;USA&quot;</span><span>,</span><span>&quot;NED&quot;</span><span>),</span><span> </span><span>TRUE</span><span>,</span><span> </span><span>FALSE</span><span>),</span><span>
</span><span>country_col</span><span> </span><span>=</span><span> </span><span>if_else</span><span>(</span><span>flag</span><span> </span><span>==</span><span> </span><span>TRUE</span><span>,</span><span> </span><span>country</span><span>,</span><span> </span><span>&quot;zzz&quot;</span><span>))</span><span>
</span></code></pre>
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</div>
<p>The bump chart code needs only minor changes. Both the <code>color</code> parameter and the colour palette <code>scale_color_manual()</code> are updated accordingly.</p>
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<div>
<pre><code><span>show.top.n</span><span> </span><span>&lt;-</span><span> </span><span>10</span><span>
</span><span>ggplot</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>day</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>ranking</span><span>,</span><span> </span><span>group</span><span> </span><span>=</span><span> </span><span>country</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_line</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country_col</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>2</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#FFFFFF&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country_col</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#FFFFFF&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>1</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_y_reverse</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>show.top.n</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_x_continuous</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>minor_breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>expand</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>.05</span><span>,</span><span> </span><span>.05</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_text</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span> </span><span>%>%</span><span> </span><span>filter</span><span>(</span><span>day</span><span> </span><span>==</span><span> </span><span>&quot;1&quot;</span><span>),</span><span>
</span><span>aes</span><span>(</span><span>label</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>x</span><span> </span><span>=</span><span> </span><span>0.5</span><span>)</span><span> </span><span>,</span><span> </span><span>hjust</span><span> </span><span>=</span><span> </span><span>.85</span><span>,</span><span> </span><span>fontface</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#888888&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_text</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span> </span><span>%>%</span><span> </span><span>filter</span><span>(</span><span>day</span><span> </span><span>==</span><span> </span><span>&quot;16&quot;</span><span>),</span><span>
</span><span>aes</span><span>(</span><span>label</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>x</span><span> </span><span>=</span><span> </span><span>16.5</span><span>)</span><span> </span><span>,</span><span> </span><span>hjust</span><span> </span><span>=</span><span> </span><span>0.15</span><span>,</span><span> </span><span>fontface</span><span> </span><span>=</span><span> </span><span>&quot;bold&quot;</span><span>,</span><span> </span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#888888&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>coord_cartesian</span><span>(</span><span>ylim</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>1</span><span>,</span><span>show.top.n</span><span>))</span><span> </span><span>+</span><span> </span><span>theme</span><span>(</span><span>legend.position</span><span> </span><span>=</span><span> </span><span>&quot;none&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>labs</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>&quot;Competition days with medals&quot;</span><span>,</span><span>
</span><span>y</span><span> </span><span>=</span><span> </span><span>&quot;Rank&quot;</span><span>,</span><span>
</span><span>title</span><span> </span><span>=</span><span> </span><span>&quot;PyeongChang 2018 Olympic Winter Games&quot;</span><span>,</span><span>
</span><span>subtitle</span><span> </span><span>=</span><span> </span><span>&quot;Countries ranked by overall medals after each competition day&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>my_theme</span><span>()</span><span> </span><span>+</span><span>
</span><span>scale_color_manual</span><span>(</span><span>values</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;#F70020&quot;</span><span>,</span><span>&quot;#191A1A&quot;</span><span>,</span><span>&quot;#FB9701&quot;</span><span>,</span><span>&quot;#1A7D00&quot;</span><span>,</span><span>&quot;#072C8F&quot;</span><span>,</span><span>&quot;grey&quot;</span><span>))</span><span>
</span></code></pre>
</div>
</div>
<p><img alt="plot of chunk unnamed-chunk-9" title="plot of chunk unnamed-chunk-9" src="https://i2.wp.com/dominikkoch.github.io/img/blog//Bump-Chart-unnamed-chunk-9-1.png?w=456" data-recalc-dims="1"></p>
<p>Thanks to these small adjustments it is easy to track the winning countries of the Olympic Games in PyeongChang.</p>
<h2>Flag icons</h2>
<p>Instead of using 3-Letter Country Codes we can also use fancy flags icons from the <a rel="nofollow" href="https://github.com/rensa/ggflags" target="_blank">ggflags package</a>. The flag SVG assets, used under the <a rel="nofollow" href="https://github.com/eosrei/emojione-color-font/blob/master/LICENSE-CC-BY.txt" target="_blank">CC-BY licence</a>, are taken from the <a rel="nofollow" href="https://github.com/eosrei/emojione-color-font" target="_blank">EmojiOne</a> set. Both <strong>ggflags</strong> and <strong>grImport2</strong> (which is required by ggflags) need to be installed from GitHub.</p>
<div>
<div>
<pre><code><span># devtools::install_github(&quot;sjp/grImport2&quot;)</span><span>
</span><span># devtools::install_github(&quot;rensa/ggflags&quot;)</span><span>
</span><span>library</span><span>(</span><span>ggflags</span><span>)</span><span> </span><span># data visualization</span><span>
</span></code></pre>
</div>
</div>
<p>For visualizing the right flags we need to manually enhance our data with the 2 digit ISO Country Code. You can lookup this information at <a rel="nofollow" href="https://countrycode.org/" target="_blank">CountryCode.org</a>.</p>
<div>
<div>
<pre><code><span>country_flags_start</span><span> </span><span>&lt;-</span><span> </span><span>data.frame</span><span>(</span><span>
</span><span>x</span><span> </span><span>=</span><span> </span><span>0.3</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>8</span><span>,</span><span> </span><span>country</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;de&quot;</span><span>,</span><span>&quot;nl&quot;</span><span>,</span><span>&quot;kr&quot;</span><span>,</span><span>&quot;se&quot;</span><span>,</span><span>&quot;no&quot;</span><span>,</span><span>&quot;cz&quot;</span><span>,</span><span>&quot;fi&quot;</span><span>,</span><span>&quot;ru&quot;</span><span>),</span><span> </span><span>stringsAsFactors</span><span> </span><span>=</span><span> </span><span>FALSE</span><span>)</span><span>
</span><span>country_flags_end</span><span> </span><span>&lt;-</span><span> </span><span>data.frame</span><span>(</span><span>
</span><span>x</span><span> </span><span>=</span><span> </span><span>16.8</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>10</span><span>,</span><span> </span><span>country</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;no&quot;</span><span>,</span><span>&quot;de&quot;</span><span>,</span><span>&quot;ca&quot;</span><span>,</span><span>&quot;us&quot;</span><span>,</span><span>&quot;nl&quot;</span><span>,</span><span>&quot;se&quot;</span><span>,</span><span>&quot;kr&quot;</span><span>,</span><span>&quot;ch&quot;</span><span>,</span><span>&quot;fr&quot;</span><span>,</span><span>&quot;at&quot;</span><span>),</span><span> </span><span>stringsAsFactors</span><span> </span><span>=</span><span> </span><span>FALSE</span><span>)</span><span>
</span></code></pre>
</div>
</div>
<p>We only start with eight entries on the left side due to the fact that after the first day of the Olympic Games only eight countries won at least one medal. Rank 9 and 10 stay unlabled.</p>
<p>Instead of <code>geom_text</code> we now have to use <code>geom_flag</code>.</p>
<div>
<div>
<pre><code><span>show.top.n</span><span> </span><span>&lt;-</span><span> </span><span>10</span><span>
</span><span>ggplot</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>df.rankings</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>day</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>ranking</span><span>,</span><span> </span><span>group</span><span> </span><span>=</span><span> </span><span>country</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_line</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country_col</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>2</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#FFFFFF&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>aes</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>country_col</span><span>,</span><span> </span><span>alpha</span><span> </span><span>=</span><span> </span><span>1</span><span>),</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>4</span><span>)</span><span> </span><span>+</span><span>
</span><span>geom_point</span><span>(</span><span>color</span><span> </span><span>=</span><span> </span><span>&quot;#FFFFFF&quot;</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>1</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_y_reverse</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>show.top.n</span><span>)</span><span> </span><span>+</span><span>
</span><span>scale_x_continuous</span><span>(</span><span>breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>minor_breaks</span><span> </span><span>=</span><span> </span><span>1</span><span>:</span><span>16</span><span>,</span><span> </span><span>expand</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>.05</span><span>,</span><span> </span><span>.05</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_flag</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>country_flags_start</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>x</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>y</span><span>,</span><span> </span><span>country</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>1</span><span>))</span><span> </span><span>+</span><span>
</span><span>geom_flag</span><span>(</span><span>data</span><span> </span><span>=</span><span> </span><span>country_flags_end</span><span>,</span><span> </span><span>aes</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>x</span><span>,</span><span> </span><span>y</span><span> </span><span>=</span><span> </span><span>y</span><span>,</span><span> </span><span>country</span><span> </span><span>=</span><span> </span><span>country</span><span>,</span><span> </span><span>size</span><span> </span><span>=</span><span> </span><span>1</span><span>))</span><span> </span><span>+</span><span>
</span><span>coord_cartesian</span><span>(</span><span>ylim</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>1</span><span>,</span><span>show.top.n</span><span>))</span><span> </span><span>+</span><span> </span><span>theme</span><span>(</span><span>legend.position</span><span> </span><span>=</span><span> </span><span>&quot;none&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>labs</span><span>(</span><span>x</span><span> </span><span>=</span><span> </span><span>&quot;Competition days with medals&quot;</span><span>,</span><span>
</span><span>y</span><span> </span><span>=</span><span> </span><span>&quot;Rank&quot;</span><span>,</span><span>
</span><span>title</span><span> </span><span>=</span><span> </span><span>&quot;PyeongChang 2018 Olympic Winter Games&quot;</span><span>,</span><span>
</span><span>subtitle</span><span> </span><span>=</span><span> </span><span>&quot;Countries ranked by overall medals after each competition day&quot;</span><span>)</span><span> </span><span>+</span><span>
</span><span>my_theme</span><span>()</span><span> </span><span>+</span><span>
</span><span>scale_color_manual</span><span>(</span><span>values</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;#F70020&quot;</span><span>,</span><span>&quot;#191A1A&quot;</span><span>,</span><span>&quot;#FB9701&quot;</span><span>,</span><span>&quot;#1A7D00&quot;</span><span>,</span><span>&quot;#072C8F&quot;</span><span>,</span><span>&quot;grey&quot;</span><span>))</span><span>
</span></code></pre>
</div>
</div>
<p><img alt="plot of chunk unnamed-chunk-12" title="plot of chunk unnamed-chunk-12" src="https://i1.wp.com/dominikkoch.github.io/img/blog//Bump-Chart-unnamed-chunk-12-1.png?w=456" data-recalc-dims="1"></p>
<p>When interpreting this chart you have to keep in mind that all nations have different teams sizes. Also the schedule of the different disciplines can have a huge impact on the olympic rankings due to the focus of some countries on specific disciplines. For example 30 out of 34 participants of the dutch team competed in the discipline ‘Speed Skating’ and ‘Short Track Speed Skating’. As a result with an increasing number of medals awarded in other disciplines they go down in the overall ranking although they dominated these disciplines. Nonetheless it is interesting to see, that Norway was able to take the lead in the second half of the Olympic Games and the top 3 positions didn’t change any more.</p>
<h2>Example data</h2>
<div>
<div>
<pre><code><span>df</span><span> </span><span>&lt;-</span><span> </span><span>structure</span><span>(</span><span>list</span><span>(</span><span>date</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-10&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-11&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-12&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-13&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-14&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-15&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-16&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-17&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-18&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-19&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-20&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-21&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-22&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-23&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-24&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>,</span><span> </span><span>&quot;2018-02-25&quot;</span><span>),</span><span> </span><span>country</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>,</span><span> </span><span>&quot;NOR&quot;</span><span>,</span><span> </span><span>&quot;GER&quot;</span><span>,</span><span> </span><span>&quot;CAN&quot;</span><span>,</span><span> </span><span>&quot;USA&quot;</span><span>,</span><span> </span><span>&quot;NED&quot;</span><span>,</span><span> </span><span>&quot;SWE&quot;</span><span>,</span><span> </span><span>&quot;KOR&quot;</span><span>,</span><span> </span><span>&quot;SUI&quot;</span><span>,</span><span> </span><span>&quot;FRA&quot;</span><span>,</span><span> </span><span>&quot;AUT&quot;</span><span>,</span><span> </span><span>&quot;JPN&quot;</span><span>,</span><span> </span><span>&quot;ITA&quot;</span><span>,</span><span> </span><span>&quot;OAR&quot;</span><span>,</span><span> </span><span>&quot;CZE&quot;</span><span>,</span><span> </span><span>&quot;BLR&quot;</span><span>,</span><span> </span><span>&quot;CHN&quot;</span><span>,</span><span> </span><span>&quot;SVK&quot;</span><span>,</span><span> </span><span>&quot;FIN&quot;</span><span>,</span><span> </span><span>&quot;GBR&quot;</span><span>,</span><span> </span><span>&quot;POL&quot;</span><span>,</span><span> </span><span>&quot;HUN&quot;</span><span>,</span><span> </span><span>&quot;UKR&quot;</span><span>,</span><span> </span><span>&quot;AUS&quot;</span><span>,</span><span> </span><span>&quot;SLO&quot;</span><span>,</span><span> </span><span>&quot;BEL&quot;</span><span>,</span><span> </span><span>&quot;ESP&quot;</span><span>,</span><span> </span><span>&quot;NZL&quot;</span><span>,</span><span> </span><span>&quot;KAZ&quot;</span><span>,</span><span> </span><span>&quot;LAT&quot;</span><span>,</span><span> </span><span>&quot;LIE&quot;</span><span>
</span><span>),</span><span> </span><span>gold</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>12L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>13L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>14L</span><span>,</span><span> </span><span>14L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>),</span><span> </span><span>silver</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> 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</span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>14L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>14L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>),</span><span> </span><span>bronze</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>8L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>11L</span><span>,</span><span> </span><span>7L</span><span>,</span><span> </span><span>10L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>6L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>5L</span><span>,</span><span> </span><span>9L</span><span>,</span><span> </span><span>3L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>4L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>0L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>2L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>,</span><span> </span><span>1L</span><span>)),</span><span> </span><span>.Names</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>&quot;date&quot;</span><span>,</span><span> </span><span>&quot;country&quot;</span><span>,</span><span> </span><span>&quot;gold&quot;</span><span>,</span><span> </span><span>&quot;silver&quot;</span><span>,</span><span> </span><span>&quot;bronze&quot;</span><span>),</span><span> </span><span>class</span><span> </span><span>=</span><span> </span><span>&quot;data.frame&quot;</span><span>,</span><span> </span><span>row.names</span><span> </span><span>=</span><span> </span><span>c</span><span>(</span><span>NA</span><span>,</span><span> </span><span>-480L</span><span>))</span><span>
</span></code></pre>
</div>
</div>
<h2>SessionInfo</h2>
<div>
<div>
<pre><code>## R version 3.4.3 (2017-11-30)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows >= 8 x64 (build 9200)
## 
## Matrix products: default
## 
## locale:
## [1] LC_COLLATE=German_Germany.1252  LC_CTYPE=German_Germany.1252   
## [3] LC_MONETARY=German_Germany.1252 LC_NUMERIC=C                   
## [5] LC_TIME=German_Germany.1252    
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
## [1] ggflags_0.0.2 bindrcpp_0.2  ggplot2_2.2.1 dplyr_0.7.4   knitr_1.17   
## 
## loaded via a namespace (and not attached):
##  [1] Rcpp_0.12.14     bindr_0.1        magrittr_1.5     munsell_0.4.3   
##  [5] colorspace_1.3-2 R6_2.2.2         jpeg_0.1-8       rlang_0.1.4     
##  [9] grImport2_0.1-2  stringr_1.2.0    highr_0.6        plyr_1.8.4      
## [13] tools_3.4.3      grid_3.4.3       gtable_0.2.0     png_0.1-7       
## [17] lazyeval_0.2.1   assertthat_0.2.0 digest_0.6.13    tibble_1.3.4    
## [21] base64enc_0.1-3  glue_1.2.0       evaluate_0.10.1  labeling_0.3    
## [25] stringi_1.1.6    compiler_3.4.3   scales_0.5.0     XML_3.98-1.10   
## [29] pkgconfig_2.0.1
</code></pre>
</div>
</div>
	<p>
<div>
<div>To <strong>leave a comment</strong> for the author, please follow the link and comment on their blog: <strong><a href="http://dominikkoch.github.io/Bump-Chart/"> Data Science 42</a></strong>.</div>
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