The Art of Web Scraping¶

Myles Braithwaite¶

@mylesb | mylesb.ca | me@mylesb.ca ¶

The Web is for Humans¶

Web Scraping is the process of converting a webpage from human readable to machine readable.

Is it Legal¶

Remedies for Web Scraping by John Gregory, http://www.slaw.ca/2013/10/21/remedies-for-web-scraping/

Is it against Term of Service¶

Web Scraping and Crawling Are Perfectly Legal, Right? by Benoit Bernard, https://benbernardblog.com/web-scraping-and-crawling-are-perfectly-legal-right/

Downloading HTML Data¶

from bs4 import BeautifulSoup

Beautiful Soup¶

HTML Parser¶

with open('raw/gdp-country-1999-2016.html') as fobj:
  html = fobj.read()

soup = BeautifulSoup(html, 'html.parser')

print(soup.prettify())

<table class="table-chart-table">
<caption class="table-chart-caption">
Data table for: Gross domestic product (GDP), Total, US dollars/capita, 1999 – 2016
</caption>
<thead class="table-chart-thead">
<tr class="table-chart-thead-tr">
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link table-chart-sort-link-active" href="">
   Location ▾
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 1999
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2000
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2001
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2002
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2003
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2004
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2005
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2006
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2007
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2008
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2009
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2010
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2011
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2012
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2013
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2014
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2015
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
 <th class="table-chart-thead-th" scope="column">
  <a class="table-chart-sort-link" href="">
   ▾ 2016
  </a>
  <div class="table-chart-sticky-header-spacer">
  </div>
 </th>
</tr>
</thead>
<tbody class="table-chart-tbody">
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ARG" scope="row" title="Activate to highlight this location">
  Argentina
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 588
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 969
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 430
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 109
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 009
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 900
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 700
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 075
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 064
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 704
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 308
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 982
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   20 452
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="AUS" scope="row" title="Activate to highlight this location">
  Australia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 804
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 006
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 180
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 413
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 912
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 467
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 165
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 186
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 884
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 250
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 864
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 014
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 436
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 904
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 839
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 581
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 894
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   47 770
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="AUT" scope="row" title="Activate to highlight this location">
  Austria
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 548
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 301
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 725
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 119
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 000
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 660
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 878
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 459
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 152
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 058
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 713
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 918
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 254
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 254
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 734
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 603
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 440
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   50 125
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="BEL" scope="row" title="Activate to highlight this location">
  Belgium
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 651
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 981
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 041
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 491
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 064
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 274
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 347
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 423
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 871
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 144
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 071
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 176
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 511
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 639
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 757
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 004
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 861
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 701
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="BRA" scope="row" title="Activate to highlight this location">
  Brazil
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 084
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 314
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 615
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 790
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 506
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 056
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 708
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 607
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 363
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 308
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 340
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 071
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 517
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 117
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 473
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   15 869
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   15 243
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="BGR" scope="row" title="Activate to highlight this location">
  Bulgaria
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   5 751
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 373
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 925
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 726
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 343
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 129
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 211
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 320
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 796
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 329
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 161
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 963
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 676
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 208
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 632
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   17 391
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   18 185
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   19 058
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CAN" scope="row" title="Activate to highlight this location">
  Canada
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 746
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 265
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 133
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 855
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 224
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 815
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 213
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 010
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 442
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 278
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 791
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 027
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 565
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 145
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 098
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 082
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 205
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 025
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CHL" scope="row" title="Activate to highlight this location">
  Chile
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 981
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 524
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 920
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 218
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 690
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 692
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 668
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 510
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 755
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 323
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 173
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 249
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 303
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 447
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 353
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 794
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 211
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 478
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CHN" scope="row" title="Activate to highlight this location">
  China (People's Republic of)
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   2 650
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   2 919
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 212
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 537
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 946
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   4 441
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   5 077
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   5 869
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 846
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 616
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 353
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 310
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 360
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 323
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 338
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 388
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 388
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="COL" scope="row" title="Activate to highlight this location">
  Colombia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 603
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 780
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 968
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 294
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 797
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 325
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 046
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 810
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 235
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 360
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 776
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 587
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 136
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   12 787
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 405
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 782
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   14 130
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CRI" scope="row" title="Activate to highlight this location">
  Costa Rica
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 789
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 217
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 558
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 836
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 398
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 987
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 695
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 743
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 890
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 399
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 348
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-b">
   12 731
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 429
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 209
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 523
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 264
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 422
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="HRV" scope="row" title="Activate to highlight this location">
  Croatia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   10 747
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   11 695
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   12 669
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   13 533
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   14 524
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   15 308
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   17 433
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   19 294
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 818
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 021
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 750
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 676
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 129
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 653
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 956
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 595
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 642
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CYP" scope="row" title="Activate to highlight this location">
  Cyprus
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 662
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 276
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 925
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 557
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 252
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 939
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 763
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 001
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 837
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 824
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 923
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 295
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 192
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 878
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 583
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 456
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   31 514
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   32 307
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CZE" scope="row" title="Activate to highlight this location">
  Czech Republic
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 326
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 151
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 582
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 182
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 410
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 794
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 907
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 726
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 054
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 724
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 502
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 608
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 796
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 051
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 496
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 359
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 058
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 127
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="DNK" scope="row" title="Activate to highlight this location">
  Denmark
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 658
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 649
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 527
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 640
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 788
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 941
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 153
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 319
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 963
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 283
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 382
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 088
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 408
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 809
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 743
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 810
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 994
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 810
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="EST" scope="row" title="Activate to highlight this location">
  Estonia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 435
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 385
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 292
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 556
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 021
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 390
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 466
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 214
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 919
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 642
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 505
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 594
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 501
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 973
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 450
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 528
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 131
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 633
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="EA19" scope="row" title="Activate to highlight this location">
  Euro area (19 countries)
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 927
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 403
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 671
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 659
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 077
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 216
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 235
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 675
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 541
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 883
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 018
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 018
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 405
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 755
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 981
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 031
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 186
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 074
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="EU28" scope="row" title="Activate to highlight this location">
  European Union (28 countries)
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 198
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 594
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 770
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 792
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 387
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 642
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 568
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 839
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 581
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 002
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 235
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 334
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 651
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 180
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 413
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 550
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 712
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 632
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="FIN" scope="row" title="Activate to highlight this location">
  Finland
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 769
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 732
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 834
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 567
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 983
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 140
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 993
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 383
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 689
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 969
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 869
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 812
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 683
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 620
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 293
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 504
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 282
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 363
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="FRA" scope="row" title="Activate to highlight this location">
  France
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 448
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 210
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 698
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 659
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 276
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 190
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 626
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 568
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 177
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 184
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 795
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 057
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 485
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 671
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 515
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 247
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   41 199
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   41 490
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="DEU" scope="row" title="Activate to highlight this location">
  Germany
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 580
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 530
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 833
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 654
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 350
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 849
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 414
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 769
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 010
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 663
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 734
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 993
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 693
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 564
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 232
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 195
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 170
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 989
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="GRC" scope="row" title="Activate to highlight this location">
  Greece
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 465
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 504
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 012
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 616
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 869
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 455
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 577
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 536
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 280
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 856
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 396
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 203
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   26 141
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   25 284
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   26 098
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   26 431
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   26 358
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   26 691
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="HUN" scope="row" title="Activate to highlight this location">
  Hungary
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 874
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 843
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 231
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 516
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 418
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 199
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 014
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 230
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 934
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 586
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 573
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 467
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 729
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 998
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 366
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 494
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 446
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 689
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ISL" scope="row" title="Activate to highlight this location">
  Iceland
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 412
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 504
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 609
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 187
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 331
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 232
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 074
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 653
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 745
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 417
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 967
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 414
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 466
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 486
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 632
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 290
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 691
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   51 122
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="IND" scope="row" title="Activate to highlight this location">
  India
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   2 665
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   2 959
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 285
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 612
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   3 742
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   4 114
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="IDN" scope="row" title="Activate to highlight this location">
  Indonesia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   5 258
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   5 193
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   5 429
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   5 681
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   5 987
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   6 373
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   6 856
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   7 359
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   7 931
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 465
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 638
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 433
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   8 974
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   9 554
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 110
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 649
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   11 126
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-is-missing">
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="IRL" scope="row" title="Activate to highlight this location">
  Ireland
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 995
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 162
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 641
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 212
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 232
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 724
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 437
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 270
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 728
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 217
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 629
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 344
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 176
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 469
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 297
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   51 658
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   70 146
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   72 772
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ISR" scope="row" title="Activate to highlight this location">
  Israel
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 557
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 871
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 858
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 106
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 690
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 111
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 709
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 544
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 351
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 253
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 492
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 867
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 539
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 764
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 240
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 945
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 560
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   37 915
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ITA" scope="row" title="Activate to highlight this location">
  Italy
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 532
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 006
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 994
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 621
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 029
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 387
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 938
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 193
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 781
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 155
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 269
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 752
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 935
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 757
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 885
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 294
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 255
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 147
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="JPN" scope="row" title="Activate to highlight this location">
  Japan
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 335
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 798
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 481
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 170
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 887
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 389
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 668
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 062
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 535
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 804
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 103
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 004
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 775
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 214
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 008
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 435
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 737
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   41 534
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="KOR" scope="row" title="Activate to highlight this location">
  Korea
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 393
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 083
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 184
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 775
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 375
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 947
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 196
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 828
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 823
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 656
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 320
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 377
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 228
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 097
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 616
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 631
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 422
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   35 751
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="LVA" scope="row" title="Activate to highlight this location">
  Latvia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 405
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 013
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 054
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 069
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 025
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 224
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 848
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 759
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 116
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 429
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 887
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 595
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 782
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 260
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 675
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 881
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 902
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 934
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="LTU" scope="row" title="Activate to highlight this location">
  Lithuania
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 822
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 451
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 473
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 494
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 067
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 041
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 526
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 494
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 088
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 744
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 165
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 130
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 854
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 658
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 693
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 154
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 913
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 897
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="LUX" scope="row" title="Activate to highlight this location">
  Luxembourg
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   50 527
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   55 221
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   55 980
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   58 709
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   59 952
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   64 039
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   68 141
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   77 949
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   83 825
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   86 592
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   82 290
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   85 680
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   91 814
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   91 527
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   95 352
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   101 466
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   104 243
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   105 768
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="MLT" scope="row" title="Activate to highlight this location">
  Malta
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 828
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 277
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 458
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 586
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 781
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 357
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 266
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 241
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 883
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 193
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 168
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 866
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 583
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 428
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 211
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 861
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 836
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 782
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="MEX" scope="row" title="Activate to highlight this location">
  Mexico
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   9 134
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   9 974
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 076
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 319
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 808
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 438
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 342
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 505
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 132
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 743
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 398
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 143
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 366
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 958
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 225
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   17 973
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   17 894
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   18 583
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="NLD" scope="row" title="Activate to highlight this location">
  Netherlands
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 952
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 580
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 919
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 995
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 706
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 453
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 272
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 633
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 472
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 859
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 102
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 595
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 067
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 716
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 679
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 018
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   50 078
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   51 285
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="NZL" scope="row" title="Activate to highlight this location">
  New Zealand
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 536
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 469
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 396
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 181
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 858
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 004
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 590
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 686
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 309
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 782
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 590
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 176
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 667
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 912
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 024
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 983
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 725
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   38 833
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="NOR" scope="row" title="Activate to highlight this location">
  Norway
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 555
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 928
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 871
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 961
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 530
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 516
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 775
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   54 107
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   55 877
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   61 760
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   55 491
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   58 081
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   62 146
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   65 442
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   67 051
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   65 790
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   62 038
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   59 350
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="OECDE" scope="row" title="Activate to highlight this location">
  OECD - Europe
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   21 027
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   22 452
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 447
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   24 311
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   24 820
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   26 085
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   27 047
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   29 320
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   30 998
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   32 359
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   31 530
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   32 737
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   34 215
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   34 817
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   36 150
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   37 262
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   38 393
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   39 169
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr baseline-comparison">
 <th class="table-chart-tbody-th" data-id="OECD" scope="row" title="Activate to highlight this location">
  OECD - Total
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 699
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   25 184
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   26 018
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   26 833
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   27 634
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   29 134
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   30 530
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   32 535
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   34 084
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   34 916
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   33 962
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   35 282
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   36 628
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   37 577
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   38 895
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   40 059
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   41 155
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   42 013
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="POL" scope="row" title="Activate to highlight this location">
  Poland
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 125
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   10 645
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   11 127
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   11 781
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   12 259
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   13 351
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   13 898
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   15 155
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   16 783
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   18 315
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   19 265
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   20 829
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   22 576
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 542
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   24 422
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   25 392
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   26 529
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   27 464
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="PRT" scope="row" title="Activate to highlight this location">
  Portugal
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 724
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 872
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 586
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 368
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 840
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 491
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 740
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 670
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 696
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 631
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 496
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 361
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 780
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 454
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 899
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 806
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   29 688
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   30 622
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ROU" scope="row" title="Activate to highlight this location">
  Romania
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   5 636
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   5 876
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   6 507
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 197
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 820
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 138
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 724
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 694
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 443
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 302
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 013
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 181
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 095
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-b">
   18 981
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 855
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 774
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   22 048
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   23 406
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="RUS" scope="row" title="Activate to highlight this location">
  Russia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   6 364
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   7 344
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   7 927
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   8 648
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   9 967
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   11 020
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   12 734
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   16 066
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   17 932
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   21 718
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   20 881
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   22 078
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 310
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   25 821
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   26 278
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   25 901
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 720
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 225
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="SAU" scope="row" title="Activate to highlight this location">
  Saudi Arabia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 532
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 860
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 928
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 601
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 500
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 248
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 766
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 855
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 092
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 147
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 073
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 403
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 399
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   50 430
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   51 113
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   52 387
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   53 402
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   54 509
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id=&##34;SVK" scope="row" title="Activate to highlight this location">
  Slovak Republic
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 702
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 323
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 398
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 290
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 123
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 170
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   16 572
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 813
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 071
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 575
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 949
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 833
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 836
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 654
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 900
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 021
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 915
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   30 619
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="SVN" scope="row" title="Activate to highlight this location">
  Slovenia
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 061
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   18 032
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 000
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   20 300
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 127
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   22 790
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 941
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 765
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 585
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-b">
   29 615
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 477
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 790
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 805
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 906
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 803
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 232
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 189
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 425
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ZAF" scope="row" title="Activate to highlight this location">
  South Africa
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 489
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   7 849
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 117
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 425
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 734
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 261
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 929
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 659
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 369
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 792
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 529
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 847
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 292
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 599
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   12 882
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 081
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   13 342
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   13 229
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="ESP" scope="row" title="Activate to highlight this location">
  Spain
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 916
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   21 524
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 011
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   24 368
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   25 049
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 237
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 696
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 859
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 578
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 442
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 420
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 994
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 072
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 991
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 621
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   33 677
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   34 727
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   36 291
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="SWE" scope="row" title="Activate to highlight this location">
  Sweden
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 148
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 258
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 702
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   30 588
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 471
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 552
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 967
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 440
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 564
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 854
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 693
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 668
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   43 755
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 725
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   45 673
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 405
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 823
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 076
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="CHE" scope="row" title="Activate to highlight this location">
  Switzerland
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   33 502
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 355
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 606
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 430
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 362
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 879
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 213
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 705
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 222
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   52 097
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   51 429
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   52 728
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   55 919
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   57 591
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   59 788
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   61 228
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   62 500
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-p">
   62 895
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="TUR" scope="row" title="Activate to highlight this location">
  Turkey
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   8 608
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 426
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 103
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 208
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   9 491
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   10 753
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   11 773
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   13 504
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   14 710
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 901
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   15 349
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   17 298
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   19 517
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   20 549
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   22 314
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   23 236
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   24 313
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value table-chart-has-status-e">
   24 636
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="GBR" scope="row" title="Activate to highlight this location">
  United Kingdom
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   23 975
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   26 034
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   27 362
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   28 633
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   29 904
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   31 638
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   32 268
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 344
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 153
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 058
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 412
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   35 745
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 441
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 475
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 030
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   40 719
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 779
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   42 651
  </span>
 </td>
</tr>
<tr class="table-chart-tbody-tr">
 <th class="table-chart-tbody-th" data-id="USA" scope="row" title="Activate to highlight this location">
  United States
 </th>
 <td class="table-chart-td">
  <span class="table-chart-value">
   34 585
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   36 419
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   37 240
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   38 122
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   39 606
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   41 857
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   44 237
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 369
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   47 987
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 330
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   46 930
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   48 303
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   49 719
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   51 388
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   52 726
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   54 651
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   56 420
  </span>
 </td>
 <td class="table-chart-td">
  <span class="table-chart-value">
   57 591
  </span>
 </td>
</tr>
</tbody>
</table>

rows = soup.find_all('tr', {'class': 'table-chart-tbody-tr'})

print(rows[0].prettify())

<tr class="table-chart-tbody-tr">
<th class="table-chart-tbody-th" data-id="ARG" scope="row" title="Activate to highlight this location">
Argentina
</th>
<td class="table-chart-td">
<span class="table-chart-value table-chart-is-missing">
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value table-chart-is-missing">
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value table-chart-is-missing">
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value table-chart-is-missing">
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value table-chart-is-missing">
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 12 588
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 13 969
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 15 430
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 17 109
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 18 009
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 16 900
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 18 700
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 20 075
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 20 064
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 20 704
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 20 308
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value">
 20 982
</span>
</td>
<td class="table-chart-td">
<span class="table-chart-value table-chart-has-status-e">
 20 452
</span>
</td>
</tr>

data = []

for row in rows:
  row_data = []

  for col in row:
      row_data += [col.text.replace('\xa0', ''),]

  data += [row_data,]

print(data)

[['Argentina', '', '', '', '', '', '12588', '13969', '15430', '17109', '18009', '16900', '18700', '20075', '20064', '20704', '20308', '20982', '20452'], ['Australia', '26804', '28006', '29180', '30413', '31912', '33467', '35165', '37186', '38884', '39250', '40864', '42014', '43436', '42904', '46839', '46581', '46894', '47770'], ['Austria', '27548', '29301', '29725', '31119', '32000', '33660', '34878', '37459', '39152', '41058', '40713', '41918', '44254', '46254', '47734', '48603', '49440', '50125'], ['Belgium', '25651', '27981', '29041', '30491', '31064', '32274', '33347', '35423', '36871', '38144', '38071', '40176', '41511', '42639', '43757', '45004', '45861', '46701'], ['Brazil', '', '9084', '9314', '9615', '9790', '10506', '11056', '11708', '12607', '13363', '13308', '14340', '15071', '15517', '16117', '16473', '15869', '15243'], ['Bulgaria', '5751', '6373', '6925', '7726', '8343', '9129', '10211', '11320', '12796', '14329', '14161', '14963', '15676', '16208', '16632', '17391', '18185', '19058'], ['Canada', '27746', '29265', '30133', '30855', '32224', '33815', '36213', '38010', '39442', '40278', '38791', '40027', '41565', '42145', '44098', '45082', '44205', '44025'], ['Chile', '8981', '9524', '9920', '10218', '10690', '11692', '12668', '15510', '16755', '16323', '16173', '18249', '20303', '21447', '22353', '22794', '23211', '23478'], ["China (People's Republic of)", '2650', '2919', '3212', '3537', '3946', '4441', '5077', '5869', '6846', '7616', '8353', '9310', '10360', '11323', '12338', '13388', '14388', ''], ['Colombia', '', '6603', '6780', '6968', '7294', '7797', '8325', '9046', '9810', '10235', '10360', '10776', '11587', '12136', '12787', '13405', '13782', '14130'], ['Costa Rica', '6789', '7217', '7558', '7836', '8398', '8987', '9695', '10743', '11890', '12399', '12348', '12731', '13429', '14209', '14523', '15264', '16422', ''], ['Croatia', '', '10747', '11695', '12669', '13533', '14524', '15308', '17433', '19294', '20818', '20021', '19750', '20676', '21129', '21653', '21956', '22595', '23642'], ['Cyprus', '19662', '21276', '22925', '23557', '24252', '25939', '27763', '30001', '32837', '34824', '33923', '33295', '33192', '31878', '30583', '30456', '31514', '32307'], ['Czech Republic', '15326', '16151', '17582', '18182', '19410', '20794', '21907', '23726', '26054', '27724', '27502', '27608', '28796', '29051', '30496', '32359', '34058', '35127'], ['Denmark', '26658', '28649', '29527', '30640', '30788', '32941', '34153', '37319', '38963', '41283', '40382', '43088', '44408', '44809', '46743', '47810', '48994', '49810'], ['Estonia', '8435', '9385', '10292', '11556', '13021', '14390', '16466', '19214', '21919', '22642', '20505', '21594', '24501', '25973', '27450', '28528', '29131', '29633'], ['Euro area (19 countries)', '23927', '25403', '26671', '27659', '28077', '29216', '30235', '32675', '34541', '35883', '35018', '36018', '37405', '37755', '38981', '40031', '41186', '42074'], ['European Union (28 countries)', '21198', '22594', '23770', '24792', '25387', '26642', '27568', '29839', '31581', '33002', '32235', '33334', '34651', '35180', '36413', '37550', '38712', '39632'], ['Finland', '24769', '26732', '27834', '28567', '28983', '31140', '31993', '34383', '37689', '39969', '37869', '38812', '40683', '40620', '41293', '41504', '42282', '43363'], ['France', '24448', '26210', '27698', '28659', '28276', '29190', '30626', '32568', '34177', '35184', '34795', '36057', '37485', '37671', '39515', '40247', '41199', '41490'], ['Germany', '26580', '27530', '28833', '29654', '30350', '31849', '32414', '34769', '37010', '38663', '37734', '39993', '42693', '43564', '45232', '47195', '48170', '48989'], ['Greece', '18465', '19504', '21012', '22616', '23869', '25455', '25577', '28536', '29280', '30856', '30396', '28203', '26141', '25284', '26098', '26431', '26358', '26691'], ['Hungary', '10874', '11843', '13231', '14516', '15418', '16199', '17014', '18230', '18934', '20586', '20573', '21467', '22729', '22998', '24366', '25494', '26446', '26689'], ['Iceland', '29412', '29504', '31609', '32187', '32331', '35232', '37074', '38653', '40745', '42417', '40967', '38414', '39466', '40486', '42632', '44290', '47691', '51122'], ['India', '', '', '', '', '', '2665', '2959', '3285', '3612', '3742', '4114', '', '', '', '', '', '', ''], ['Indonesia', '5258', '5193', '5429', '5681', '5987', '6373', '6856', '7359', '7931', '8465', '8638', '8433', '8974', '9554', '10110', '10649', '11126', ''], ['Ireland', '26995', '30162', '32641', '35212', '36232', '38724', '40437', '44270', '46728', '44217', '41629', '43344', '45176', '46469', '48297', '51658', '70146', '72772'], ['Israel', '22557', '24871', '24858', '25106', '23690', '25111', '24709', '25544', '27351', '27253', '27492', '28867', '30539', '31764', '34240', '34945', '36560', '37915'], ['Italy', '25532', '27006', '27994', '28621', '29029', '29387', '29938', '32193', '33781', '35155', '34269', '34752', '35935', '35757', '35885', '36294', '37255', '38147'], ['Japan', '25335', '26798', '27481', '28170', '28887', '30389', '31668', '33062', '34535', '34804', '33103', '35004', '35775', '37214', '39008', '39435', '40737', '41534'], ['Korea', '16393', '18083', '19184', '20775', '21375', '22947', '24196', '25828', '27823', '28656', '28320', '30377', '31228', '32097', '32616', '33631', '34422', '35751'], ['Latvia', '7405', '8013', '9054', '10069', '11025', '12224', '13848', '15759', '18116', '19429', '16887', '17595', '19782', '21260', '22675', '23881', '24902', '25934'], ['Lithuania', '7822', '8451', '9473', '10494', '12067', '13041', '14526', '16494', '19088', '20744', '18165', '20130', '22854', '24658', '26693', '28154', '28913', '29897'], ['Luxembourg', '50527', '55221', '55980', '58709', '59952', '64039', '68141', '77949', '83825', '86592', '82290', '85680', '91814', '91527', '95352', '101466', '104243', '105768'], ['Malta', '16828', '18277', '18458', '19586', '20781', '21357', '22266', '23241', '24883', '26193', '26168', '27866', '28583', '29428', '31211', '33861', '35836', '37782'], ['Mexico', '9134', '9974', '10076', '10319', '10808', '11438', '12342', '13505', '14132', '14743', '14398', '15143', '16366', '16958', '17225', '17973', '17894', '18583'], ['Netherlands', '28952', '31580', '32919', '33995', '33706', '35453', '37272', '40633', '43472', '45859', '44102', '44595', '46067', '46716', '48679', '49018', '50078', '51285'], ['New Zealand', '20536', '21469', '22396', '23181', '23858', '25004', '25590', '27686', '29309', '29782', '30590', '31176', '32667', '32912', '36024', '36983', '37725', '38833'], ['Norway', '30555', '36928', '37871', '37961', '38530', '42516', '47775', '54107', '55877', '61760', '55491', '58081', '62146', '65442', '67051', '65790', '62038', '59350'], ['OECD - Europe', '21027', '22452', '23447', '24311', '24820', '26085', '27047', '29320', '30998', '32359', '31530', '32737', '34215', '34817', '36150', '37262', '38393', '39169'], ['OECD - Total', '23699', '25184', '26018', '26833', '27634', '29134', '30530', '32535', '34084', '34916', '33962', '35282', '36628', '37577', '38895', '40059', '41155', '42013'], ['Poland', '10125', '10645', '11127', '11781', '12259', '13351', '13898', '15155', '16783', '18315', '19265', '20829', '22576', '23542', '24422', '25392', '26529', '27464'], ['Portugal', '17724', '18872', '19586', '20368', '20840', '21491', '22740', '24670', '25696', '26631', '26496', '27361', '26780', '26454', '27899', '28806', '29688', '30622'], ['Romania', '5636', '5876', '6507', '7197', '7820', '9138', '9724', '11694', '13443', '16302', '16013', '17181', '18095', '18981', '19855', '20774', '22048', '23406'], ['Russia', '6364', '7344', '7927', '8648', '9967', '11020', '12734', '16066', '17932', '21718', '20881', '22078', '24310', '25821', '26278', '25901', '23720', '23225'], ['Saudi Arabia', '27532', '28860', '28928', '28601', '30500', '33248', '35766', '37855', '40092', '43147', '43073', '44403', '48399', '50430', '51113', '52387', '53402', '54509'], ['Slovak Republic', '10702', '11323', '12398', '13290', '14123', '15170', '16572', '18813', '21071', '23575', '22949', '24833', '25836', '26654', '27900', '29021', '29915', '30619'], ['Slovenia', '17061', '18032', '19000', '20300', '21127', '22790', '23941', '25765', '27585', '29615', '27477', '27790', '28805', '28906', '29803', '31232', '32189', '33425'], ['South Africa', '7489', '7849', '8117', '8425', '8734', '9261', '9929', '10659', '11369', '11792', '11529', '11847', '12292', '12599', '12882', '13081', '13342', '13229'], ['Spain', '19916', '21524', '23011', '24368', '25049', '26237', '27696', '30859', '32578', '33442', '32420', '31994', '32072', '31991', '32621', '33677', '34727', '36291'], ['Sweden', '27148', '29258', '29702', '30588', '31471', '33552', '33967', '37440', '40564', '41854', '39693', '41668', '43755', '44725', '45673', '46405', '47823', '49076'], ['Switzerland', '33502', '35355', '36606', '37430', '37362', '38879', '40213', '44705', '49222', '52097', '51429', '52728', '55919', '57591', '59788', '61228', '62500', '62895'], ['Turkey', '8608', '9426', '9103', '9208', '9491', '10753', '11773', '13504', '14710', '15901', '15349', '17298', '19517', '20549', '22314', '23236', '24313', '24636'], ['United Kingdom', '23975', '26034', '27362', '28633', '29904', '31638', '32268', '34344', '35153', '36058', '34412', '35745', '36441', '37475', '39030', '40719', '41779', '42651'], ['United States', '34585', '36419', '37240', '38122', '39606', '41857', '44237', '46369', '47987', '48330', '46930', '48303', '49719', '51388', '52726', '54651', '56420', '57591']]

headings = soup.find('thead', {'class': 'table-chart-thead'})

columns = ()

for heading in headings.find('tr'):
  text = heading.text.replace('\xa0', '').replace('▾', '').strip()
  columns += (text,)

print(columns)

('Location', '1999', '2000', '2001', '2002', '2003', '2004', '2005', '2006', '2007', '2008', '2009', '2010', '2011', '2012', '2013', '2014', '2015', '2016')

import pandas as pd

Pandas¶

Data Analysis Library¶

df = pd.DataFrame(data=data, columns=columns)

df.head()

df = df.apply(pd.to_numeric, errors='ignore')

df.head()

df = df.set_index('Location').transpose()

df

%matplotlib inline
import matplotlib.pyplot as plt
plt.style.use('bmh')

nations = ['Canada', 'France', 'Germany', 'Italy', 'Japan', 'United Kingdom']

df[nations].plot(kind='line', sort_columns=True, fontsize=10)
plt.title('G8 Nations GDP from 1999 to 2016')
plt.legend(loc='center left', bbox_to_anchor=(1.0, 0.5))
plt.figure(dpi=90)

<matplotlib.figure.Figure at 0x11a088c50>

<matplotlib.figure.Figure at 0x11a088c50>

	Location	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016
0	Argentina	NaN	NaN	NaN	NaN	NaN	12588	13969	15430	17109	18009	16900	18700.0	20075.0	20064.0	20704.0	20308.0	20982.0	20452.0
1	Australia	26804.0	28006.0	29180.0	30413.0	31912.0	33467	35165	37186	38884	39250	40864	42014.0	43436.0	42904.0	46839.0	46581.0	46894.0	47770.0
2	Austria	27548.0	29301.0	29725.0	31119.0	32000.0	33660	34878	37459	39152	41058	40713	41918.0	44254.0	46254.0	47734.0	48603.0	49440.0	50125.0
3	Belgium	25651.0	27981.0	29041.0	30491.0	31064.0	32274	33347	35423	36871	38144	38071	40176.0	41511.0	42639.0	43757.0	45004.0	45861.0	46701.0
4	Brazil	NaN	9084.0	9314.0	9615.0	9790.0	10506	11056	11708	12607	13363	13308	14340.0	15071.0	15517.0	16117.0	16473.0	15869.0	15243.0

Location	Argentina	Australia	Austria	Belgium	Brazil	Bulgaria	Canada	Chile	China (People's Republic of)	Colombia	...	Saudi Arabia	Slovak Republic	Slovenia	South Africa	Spain	Sweden	Switzerland	Turkey	United Kingdom	United States
1999	NaN	26804.0	27548.0	25651.0	NaN	5751.0	27746.0	8981.0	2650.0	NaN	...	27532.0	10702.0	17061.0	7489.0	19916.0	27148.0	33502.0	8608.0	23975.0	34585.0
2000	NaN	28006.0	29301.0	27981.0	9084.0	6373.0	29265.0	9524.0	2919.0	6603.0	...	28860.0	11323.0	18032.0	7849.0	21524.0	29258.0	35355.0	9426.0	26034.0	36419.0
2001	NaN	29180.0	29725.0	29041.0	9314.0	6925.0	30133.0	9920.0	3212.0	6780.0	...	28928.0	12398.0	19000.0	8117.0	23011.0	29702.0	36606.0	9103.0	27362.0	37240.0
2002	NaN	30413.0	31119.0	30491.0	9615.0	7726.0	30855.0	10218.0	3537.0	6968.0	...	28601.0	13290.0	20300.0	8425.0	24368.0	30588.0	37430.0	9208.0	28633.0	38122.0
2003	NaN	31912.0	32000.0	31064.0	9790.0	8343.0	32224.0	10690.0	3946.0	7294.0	...	30500.0	14123.0	21127.0	8734.0	25049.0	31471.0	37362.0	9491.0	29904.0	39606.0
2004	12588.0	33467.0	33660.0	32274.0	10506.0	9129.0	33815.0	11692.0	4441.0	7797.0	...	33248.0	15170.0	22790.0	9261.0	26237.0	33552.0	38879.0	10753.0	31638.0	41857.0
2005	13969.0	35165.0	34878.0	33347.0	11056.0	10211.0	36213.0	12668.0	5077.0	8325.0	...	35766.0	16572.0	23941.0	9929.0	27696.0	33967.0	40213.0	11773.0	32268.0	44237.0
2006	15430.0	37186.0	37459.0	35423.0	11708.0	11320.0	38010.0	15510.0	5869.0	9046.0	...	37855.0	18813.0	25765.0	10659.0	30859.0	37440.0	44705.0	13504.0	34344.0	46369.0
2007	17109.0	38884.0	39152.0	36871.0	12607.0	12796.0	39442.0	16755.0	6846.0	9810.0	...	40092.0	21071.0	27585.0	11369.0	32578.0	40564.0	49222.0	14710.0	35153.0	47987.0
2008	18009.0	39250.0	41058.0	38144.0	13363.0	14329.0	40278.0	16323.0	7616.0	10235.0	...	43147.0	23575.0	29615.0	11792.0	33442.0	41854.0	52097.0	15901.0	36058.0	48330.0
2009	16900.0	40864.0	40713.0	38071.0	13308.0	14161.0	38791.0	16173.0	8353.0	10360.0	...	43073.0	22949.0	27477.0	11529.0	32420.0	39693.0	51429.0	15349.0	34412.0	46930.0
2010	18700.0	42014.0	41918.0	40176.0	14340.0	14963.0	40027.0	18249.0	9310.0	10776.0	...	44403.0	24833.0	27790.0	11847.0	31994.0	41668.0	52728.0	17298.0	35745.0	48303.0
2011	20075.0	43436.0	44254.0	41511.0	15071.0	15676.0	41565.0	20303.0	10360.0	11587.0	...	48399.0	25836.0	28805.0	12292.0	32072.0	43755.0	55919.0	19517.0	36441.0	49719.0
2012	20064.0	42904.0	46254.0	42639.0	15517.0	16208.0	42145.0	21447.0	11323.0	12136.0	...	50430.0	26654.0	28906.0	12599.0	31991.0	44725.0	57591.0	20549.0	37475.0	51388.0
2013	20704.0	46839.0	47734.0	43757.0	16117.0	16632.0	44098.0	22353.0	12338.0	12787.0	...	51113.0	27900.0	29803.0	12882.0	32621.0	45673.0	59788.0	22314.0	39030.0	52726.0
2014	20308.0	46581.0	48603.0	45004.0	16473.0	17391.0	45082.0	22794.0	13388.0	13405.0	...	52387.0	29021.0	31232.0	13081.0	33677.0	46405.0	61228.0	23236.0	40719.0	54651.0
2015	20982.0	46894.0	49440.0	45861.0	15869.0	18185.0	44205.0	23211.0	14388.0	13782.0	...	53402.0	29915.0	32189.0	13342.0	34727.0	47823.0	62500.0	24313.0	41779.0	56420.0
2016	20452.0	47770.0	50125.0	46701.0	15243.0	19058.0	44025.0	23478.0	NaN	14130.0	...	54509.0	30619.0	33425.0	13229.0	36291.0	49076.0	62895.0	24636.0	42651.0	57591.0

	Location	1999	2000	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016
0	Argentina						12588	13969	15430	17109	18009	16900	18700	20075	20064	20704	20308	20982	20452
1	Australia	26804	28006	29180	30413	31912	33467	35165	37186	38884	39250	40864	42014	43436	42904	46839	46581	46894	47770
2	Austria	27548	29301	29725	31119	32000	33660	34878	37459	39152	41058	40713	41918	44254	46254	47734	48603	49440	50125
3	Belgium	25651	27981	29041	30491	31064	32274	33347	35423	36871	38144	38071	40176	41511	42639	43757	45004	45861	46701
4	Brazil		9084	9314	9615	9790	10506	11056	11708	12607	13363	13308	14340	15071	15517	16117	16473	15869	15243

The Art of Web Scraping¶

Myles Braithwaite¶

@mylesb | mylesb.ca | me@mylesb.ca¶

The Web is for Humans¶

Is it Legal¶

Is it against Term of Service¶

Downloading HTML Data¶

Beautiful Soup¶

HTML Parser¶

Pandas¶

Data Analysis Library¶

Myles Braithwaite

@mylesb | mylesb.ca | me@mylesb.ca ¶