lib/templates/html/mean.html

{% autoescape off %}
<div class="chart"><canvas height="250px" id="{{segment}}-{{metric}}-mean"></canvas></div>
<script>
  ctx = document.getElementById('{{segment}}-{{metric}}-mean');


  new Chart(ctx, {
    type: 'bar',
    data: {
      labels: {{branches}},
      datasets: [
        {
          data: [
{% for dataset in datasets %}
            {
              x: "{{dataset.branch}}",
              y: {{dataset.mean}},
              {% if dataset.uplift %}
              uplift: {{dataset.uplift}}
              {% endif %}
            },
{% endfor %}
          ],
        },
      ]
    },
    options: {
      animation: false,
      maintainAspectRatio: false,
      responsive: true,
      plugins: {
          crosshair: { zoom: {enabled: false } },
          datalabels: {
            anchor: 'end',
            align: 'top',
            formatter: (n) => {
                return n.hasOwnProperty('uplift') 
                  ?  n.y.toFixed(2) + "  (" + (n.uplift > 0 ? "+" : "") + n.uplift.toFixed(1) + ")%" 
                  :  n.y.toFixed(2);
            },
            font: {
              weight: 'bold',
                size: 14
            }
          },
          legend: {
              display: false,
              position: 'top',
            },
          title: {
              display: true,
              text: ["{{metric}} mean", "segment: {{segment}}"]
            }
      },
      scales: {
        y: {
          grace: '25%',
          beginAtZero: true,
          title: {
            text: "Mean",
            display: true
          }
        },
        x: {
          type: "category",
        }
      },
    }
  });
</script>

<table border="1" cellspacing="0" cellpadding="0" class="stat-table">
  <thead>
    <tr> 
      <th>
        branch
      </th>
      <th>
        n
      </th>
      <th>
        mean
      </th>
      <th>
        stddev
      </th>
      <th>
        uplift(%)
      </th>
    </tr>
  </thead>
  <tbody>
    {% for dataset in datasets %}
    <tr>
      <td>
        {% if dataset.control == True %}
        {{dataset.branch}} (control)
        {% else %}
        {{dataset.branch}}
        {% endif %}
      </td>
      <td>
        {{dataset.n}}
      </td>
      <td>
        {{dataset.mean}}
      </td>
      <td>
        {{dataset.std}}
      </td>
      <td>
        {{dataset.uplift}}
      </td>
    </tr>
    {% endfor %}
  </tbody>
</table>

<table border="1" cellspacing="0" cellpadding="0" class="stat-table">
  <thead>
    <tr> 
      <th rowspan=2>
        <div class="tooltip">branch
          <span class="tooltiptext">All results compared against control.</span>
        </div>
      </th>
      <th colspan=2>
        <div class="tooltip">t-test
          <span class="tooltiptext">Student t-test statistic.</span>
        </div>
      </th>
      <th colspan=2>
        <div class="tooltip">mwu
          <span class="tooltiptext">Mann-Whitney U test statistic.</span>
        </div>
      </th>
      <th colspan=2>
        <div class="tooltip">ks
          <span class="tooltiptext">Kolmogorov-Smirnov test statistic.</span>
        </div>
      </th>
    </tr>
    <tr>
      <th>
        effect
      </th>
      <th>
        p-value
      </th>
      <th>
        effect
      </th>
      <th>
        p-value
      </th>
      <th>
        effect
      </th>
      <th>
        p-value
      </th>
    </tr>
  </thead>
  <tbody>
    {% for dataset in datasets %}
    {% if dataset.control == False %}
    <tr>
      <td>
        {{dataset.branch}}
      </td>
      <td>
        {{dataset.ttest.effect}}
      </td>
      <td>
        {{dataset.ttest.pval}}
      </td>
      <td>
        {{dataset.mwu.effect}}
      </td>
      <td>
        {{dataset.mwu.pval}}
      </td>
      <td>
        {{dataset.ks.effect}}
      </td>
      <td>
        {{dataset.ks.pval}}
      </td>
    </tr>
    {% endif %}
    {% endfor %}
  </tbody>
</table>
{% endautoescape %}