Scrape Fantasy Baseball Site

Hello-

I would like to scrape the data from a table on my fantasy baseball site.  I think the list is being rendered using javascript.  Not 100% sure though.  In the past I have seen URLs that would change and I could key off of that.... 

So for example I need to scrape the page that says "All".  However, when I click on "All" the URL doesn't change.  So when have "1" selected the URL is the same as when I have "All" selected.  (See below images)

In the past I could use a changing URL that ended with "/1" or "/All"  << I guess things are more complicated now 

https://atl-01.statsplus.net/ohbl/draft/#current

When "1" is selected:

When "All" is selected:

My assumption is that I need to mimic the "All" click and then retrieve the data in the table: draftmaintable-div

Does anyone know how I can recreate this click action and then scrape this specific table?  I know this can be done using Python and Beautiful Soup and a lifetime ago I used VBA ie automation to do it.  However, I figured there is a much easier way to do this that I am unaware of..  Looking for some help if anyone has any tips?

Here is some of the source code that I think contains the JS that does what I need to mimic:

 $('a[data-toggle="tab"]').on('shown.bs.tab', function (e) {
    var target = $(e.target).attr('href');
    currentTab = target;
    getTabDynamicContent(target);
  });


                    // Then re-load from server - this is most of the get_mylist_and_options function
                    var data = { 'info': 'mylist', 'lid': 100 };
                    do_draft_ajax(data, 'json', function(msg) {
                      /*
                      * JSON with array of player objects
                      * [ { pid: x, pos: '1B', first: 'First', last: 'Last'}, ... ]
                      *
                      * var mySettings = { 'loaded': false, 'listpick': false, 'autopick': false, 'list': [] };
                      *  list is just pid's once loaded
                      */

                      // Set the local copy of all the settings for highlighting Save button
                      $('#sortable-list').empty();

                      mySettings.list = [];

                      // Populate the draft list as if each player had been clicked
                      msg.list.forEach( function(p) {
                        add_player_to_list(p.pid, p.first, p.last, p.pos);
                        mySettings.list.push(p.pid);
                      });

                      listLoaded = true;

                      update_list_size();

                      // Reset the save / undo button state to disabled
                      $('#save-button').addClass('btn-default disabled').removeClass('btn-warning');
                      $('#undo-button').addClass('disabled');
                    });
                  }
              },
              cancel: function(){ }
          }
      });  




// If no active tab, set to the #current tab
  var h = location.hash;
  if (h == '' || h == '#_=_') {
    h = '#current';
    $('a[href="' + h + '"]').tab('show');
    if(history.replaceState) {
      history.replaceState(null, null, '#current');
    }
  } else {
    currentTab = h;
    getTabDynamicContent(h);    
  }

  jconfirm.defaults = { theme: alertTheme };
  });
</script>