diff --git "a/build.ipynb" "b/build.ipynb"
--- "a/build.ipynb"
+++ "b/build.ipynb"
@@ -704,30 +704,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 48,
    "id": "a8b637de",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'Yesavage, Trey'"
+       "'Williams, Devin'"
       ]
      },
-     "execution_count": 38,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
     "pitchers = sorted(df_fit[\"player_name\"].unique().tolist())\n",
-    "SELECTED_PITCHER = pitchers[1071] if pitchers else None\n",
+    "SELECTED_PITCHER = pitchers[1041] if pitchers else None\n",
     "SELECTED_PITCHER"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 49,
    "id": "cbcd0c40",
    "metadata": {},
    "outputs": [
@@ -772,86 +772,86 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4680</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>4547</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>270</td>\n",
-       "      <td>94.316296</td>\n",
-       "      <td>2261.159259</td>\n",
-       "      <td>19.478667</td>\n",
-       "      <td>4.481778</td>\n",
-       "      <td>7.049444</td>\n",
-       "      <td>-0.444111</td>\n",
-       "      <td>0.262963</td>\n",
-       "      <td>0.166667</td>\n",
-       "      <td>0.277778</td>\n",
-       "      <td>0.333333</td>\n",
-       "      <td>7</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>636</td>\n",
+       "      <td>83.724057</td>\n",
+       "      <td>2734.992126</td>\n",
+       "      <td>-4.718491</td>\n",
+       "      <td>19.226792</td>\n",
+       "      <td>5.147233</td>\n",
+       "      <td>-2.511509</td>\n",
+       "      <td>0.320755</td>\n",
+       "      <td>0.356725</td>\n",
+       "      <td>0.250000</td>\n",
+       "      <td>0.279874</td>\n",
+       "      <td>1</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4681</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>FS</td>\n",
+       "      <th>4548</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>FC</td>\n",
        "      <td>R</td>\n",
-       "      <td>179</td>\n",
-       "      <td>83.810615</td>\n",
-       "      <td>1526.659218</td>\n",
-       "      <td>7.390391</td>\n",
-       "      <td>11.720447</td>\n",
-       "      <td>7.175978</td>\n",
-       "      <td>-0.480168</td>\n",
-       "      <td>0.458101</td>\n",
-       "      <td>0.586207</td>\n",
-       "      <td>0.200000</td>\n",
-       "      <td>0.284916</td>\n",
        "      <td>6</td>\n",
-       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
+       "      <td>89.266667</td>\n",
+       "      <td>2411.833333</td>\n",
+       "      <td>13.26</td>\n",
+       "      <td>-1.28</td>\n",
+       "      <td>5.521667</td>\n",
+       "      <td>-2.38</td>\n",
+       "      <td>0.500000</td>\n",
+       "      <td>0.666667</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>0.333333</td>\n",
+       "      <td>1</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4682</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>4549</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>209</td>\n",
-       "      <td>88.494737</td>\n",
-       "      <td>2212.5311</td>\n",
-       "      <td>4.704115</td>\n",
-       "      <td>3.711388</td>\n",
-       "      <td>7.129378</td>\n",
-       "      <td>-0.584833</td>\n",
-       "      <td>0.325359</td>\n",
-       "      <td>0.377358</td>\n",
-       "      <td>0.400000</td>\n",
-       "      <td>0.301435</td>\n",
-       "      <td>1</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>584</td>\n",
+       "      <td>94.123973</td>\n",
+       "      <td>2365.510274</td>\n",
+       "      <td>15.680548</td>\n",
+       "      <td>12.834452</td>\n",
+       "      <td>5.391387</td>\n",
+       "      <td>-2.346592</td>\n",
+       "      <td>0.289384</td>\n",
+       "      <td>0.333333</td>\n",
+       "      <td>0.385965</td>\n",
+       "      <td>0.248288</td>\n",
+       "      <td>7</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "         player_name pitch_type p_throws    n       velo         spin  \\\n",
-       "4680  Yesavage, Trey         FF        R  270  94.316296  2261.159259   \n",
-       "4681  Yesavage, Trey         FS        R  179  83.810615  1526.659218   \n",
-       "4682  Yesavage, Trey         SL        R  209  88.494737    2212.5311   \n",
+       "          player_name pitch_type p_throws    n       velo         spin  \\\n",
+       "4547  Williams, Devin         CH        R  636  83.724057  2734.992126   \n",
+       "4548  Williams, Devin         FC        R    6  89.266667  2411.833333   \n",
+       "4549  Williams, Devin         FF        R  584  94.123973  2365.510274   \n",
        "\n",
        "         ivb_in   hb_as_in  rel_height  rel_side       csw  whiff_rate  \\\n",
-       "4680  19.478667   4.481778    7.049444 -0.444111  0.262963    0.166667   \n",
-       "4681   7.390391  11.720447    7.175978 -0.480168  0.458101    0.586207   \n",
-       "4682   4.704115   3.711388    7.129378 -0.584833  0.325359    0.377358   \n",
+       "4547  -4.718491  19.226792    5.147233 -2.511509  0.320755    0.356725   \n",
+       "4548      13.26      -1.28    5.521667     -2.38  0.500000    0.666667   \n",
+       "4549  15.680548  12.834452    5.391387 -2.346592  0.289384    0.333333   \n",
        "\n",
        "       gb_rate  zone_pct  cluster  \\\n",
-       "4680  0.277778  0.333333        7   \n",
-       "4681  0.200000  0.284916        6   \n",
-       "4682  0.400000  0.301435        1   \n",
+       "4547  0.250000  0.279874        1   \n",
+       "4548  0.000000  0.333333        1   \n",
+       "4549  0.385965  0.248288        7   \n",
        "\n",
        "                                           cluster_name  \n",
-       "4680  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
-       "4681  CH: Arm-Side • Moderate Run, Moderate Ride • W...  \n",
-       "4682  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  "
+       "4547  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "4548  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "4549  FF: Arm-Side • Moderate Run, Moderate Ride • S...  "
       ]
      },
      "metadata": {},
@@ -867,96 +867,96 @@
         {
          "customdata": [
           [
-           "Yesavage, Trey",
-           "FF",
+           "Williams, Devin",
+           "CH",
            "R",
-           94.3162962962963,
-           0.16666666666666666,
-           0.2777777777777778,
-           0.26296296296296295
+           83.72405660377359,
+           0.3567251461988304,
+           0.25,
+           0.32075471698113206
           ]
          ],
          "hovertemplate": "pitch_type=%{customdata[1]}<br>hb_as_in=%{x}<br>ivb_in=%{y}<br>player_name=%{customdata[0]}<br>p_throws=%{customdata[2]}<br>velo=%{customdata[3]}<br>whiff_rate=%{customdata[4]}<br>gb_rate=%{customdata[5]}<br>csw=%{customdata[6]}<extra></extra>",
-         "legendgroup": "FF",
+         "legendgroup": "CH",
          "marker": {
           "color": "#636efa",
           "symbol": "circle"
          },
          "mode": "markers",
-         "name": "FF",
+         "name": "CH",
          "orientation": "v",
          "showlegend": true,
          "type": "scatter",
          "x": [
-          4.481777777777777
+          19.22679245283019
          ],
          "xaxis": "x",
          "y": [
-          19.478666666666665
+          -4.718490566037736
          ],
          "yaxis": "y"
         },
         {
          "customdata": [
           [
-           "Yesavage, Trey",
-           "FS",
+           "Williams, Devin",
+           "FC",
            "R",
-           83.81061452513967,
-           0.5862068965517241,
-           0.2,
-           0.4581005586592179
+           89.26666666666667,
+           0.6666666666666666,
+           0,
+           0.5
           ]
          ],
          "hovertemplate": "pitch_type=%{customdata[1]}<br>hb_as_in=%{x}<br>ivb_in=%{y}<br>player_name=%{customdata[0]}<br>p_throws=%{customdata[2]}<br>velo=%{customdata[3]}<br>whiff_rate=%{customdata[4]}<br>gb_rate=%{customdata[5]}<br>csw=%{customdata[6]}<extra></extra>",
-         "legendgroup": "FS",
+         "legendgroup": "FC",
          "marker": {
           "color": "#EF553B",
           "symbol": "circle"
          },
          "mode": "markers",
-         "name": "FS",
+         "name": "FC",
          "orientation": "v",
          "showlegend": true,
          "type": "scatter",
          "x": [
-          11.720446927374303
+          -1.28
          ],
          "xaxis": "x",
          "y": [
-          7.390391061452514
+          13.26
          ],
          "yaxis": "y"
         },
         {
          "customdata": [
           [
-           "Yesavage, Trey",
-           "SL",
+           "Williams, Devin",
+           "FF",
            "R",
-           88.49473684210527,
-           0.37735849056603776,
-           0.4,
-           0.3253588516746411
+           94.12397260273973,
+           0.3333333333333333,
+           0.38596491228070173,
+           0.2893835616438356
           ]
          ],
          "hovertemplate": "pitch_type=%{customdata[1]}<br>hb_as_in=%{x}<br>ivb_in=%{y}<br>player_name=%{customdata[0]}<br>p_throws=%{customdata[2]}<br>velo=%{customdata[3]}<br>whiff_rate=%{customdata[4]}<br>gb_rate=%{customdata[5]}<br>csw=%{customdata[6]}<extra></extra>",
-         "legendgroup": "SL",
+         "legendgroup": "FF",
          "marker": {
           "color": "#00cc96",
           "symbol": "circle"
          },
          "mode": "markers",
-         "name": "SL",
+         "name": "FF",
          "orientation": "v",
          "showlegend": true,
          "type": "scatter",
          "x": [
-          3.711387559808612
+          12.83445205479452
          ],
          "xaxis": "x",
          "y": [
-          4.704114832535885
+          15.68054794520548
          ],
          "yaxis": "y"
         }
@@ -1890,9 +1890,9 @@
        }
       },
       "text/html": [
-       "<div>                            <div id=\"8eb2c52a-c3b3-4a5b-8459-4c8d7946b37d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"8eb2c52a-c3b3-4a5b-8459-4c8d7946b37d\")) {                    Plotly.newPlot(                        \"8eb2c52a-c3b3-4a5b-8459-4c8d7946b37d\",                        [{\"customdata\":[[\"Yesavage, Trey\",\"FF\",\"R\",94.3162962962963,0.16666666666666666,0.2777777777777778,0.26296296296296295]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"FF\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"FF\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[4.481777777777777],\"xaxis\":\"x\",\"y\":[19.478666666666665],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"customdata\":[[\"Yesavage, Trey\",\"FS\",\"R\",83.81061452513967,0.5862068965517241,0.2,0.4581005586592179]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"FS\",\"marker\":{\"color\":\"#EF553B\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"FS\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[11.720446927374303],\"xaxis\":\"x\",\"y\":[7.390391061452514],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"customdata\":[[\"Yesavage, Trey\",\"SL\",\"R\",88.49473684210527,0.37735849056603776,0.4,0.3253588516746411]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"SL\",\"marker\":{\"color\":\"#00cc96\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"SL\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[3.711387559808612],\"xaxis\":\"x\",\"y\":[4.704114832535885],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Horizontal: Arm-Side (+)  |  Glove-Side (−)\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Vertical: Ride (+)  |  Drop (−)\"}},\"legend\":{\"title\":{\"text\":\"pitch_type\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"shapes\":[{\"line\":{\"dash\":\"dot\"},\"type\":\"line\",\"x0\":0,\"x1\":1,\"xref\":\"x domain\",\"y0\":0,\"y1\":0,\"yref\":\"y\"},{\"line\":{\"dash\":\"dot\"},\"type\":\"line\",\"x0\":0,\"x1\":0,\"xref\":\"x\",\"y0\":0,\"y1\":1,\"yref\":\"y domain\"}],\"annotations\":[{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"AS (+)\",\"x\":1,\"xanchor\":\"left\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"GS (−)\",\"x\":0,\"xanchor\":\"right\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"Ride (+)\",\"x\":0.5,\"xanchor\":\"center\",\"xref\":\"paper\",\"y\":1,\"yanchor\":\"bottom\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"Drop (−)\",\"x\":0.5,\"xanchor\":\"center\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"}]},                        {\"responsive\": true}                    ).then(function(){\n",
+       "<div>                            <div id=\"f35b1d80-ee7d-433d-b9db-385ccc7ff949\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"f35b1d80-ee7d-433d-b9db-385ccc7ff949\")) {                    Plotly.newPlot(                        \"f35b1d80-ee7d-433d-b9db-385ccc7ff949\",                        [{\"customdata\":[[\"Williams, Devin\",\"CH\",\"R\",83.72405660377359,0.3567251461988304,0.25,0.32075471698113206]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"CH\",\"marker\":{\"color\":\"#636efa\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"CH\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[19.22679245283019],\"xaxis\":\"x\",\"y\":[-4.718490566037736],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"customdata\":[[\"Williams, Devin\",\"FC\",\"R\",89.26666666666667,0.6666666666666666,0.0,0.5]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"FC\",\"marker\":{\"color\":\"#EF553B\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"FC\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[-1.28],\"xaxis\":\"x\",\"y\":[13.26],\"yaxis\":\"y\",\"type\":\"scatter\"},{\"customdata\":[[\"Williams, Devin\",\"FF\",\"R\",94.12397260273973,0.3333333333333333,0.38596491228070173,0.2893835616438356]],\"hovertemplate\":\"pitch_type=%{customdata[1]}\\u003cbr\\u003ehb_as_in=%{x}\\u003cbr\\u003eivb_in=%{y}\\u003cbr\\u003eplayer_name=%{customdata[0]}\\u003cbr\\u003ep_throws=%{customdata[2]}\\u003cbr\\u003evelo=%{customdata[3]}\\u003cbr\\u003ewhiff_rate=%{customdata[4]}\\u003cbr\\u003egb_rate=%{customdata[5]}\\u003cbr\\u003ecsw=%{customdata[6]}\\u003cextra\\u003e\\u003c\\u002fextra\\u003e\",\"legendgroup\":\"FF\",\"marker\":{\"color\":\"#00cc96\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"FF\",\"orientation\":\"v\",\"showlegend\":true,\"x\":[12.83445205479452],\"xaxis\":\"x\",\"y\":[15.68054794520548],\"yaxis\":\"y\",\"type\":\"scatter\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"xaxis\":{\"anchor\":\"y\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Horizontal: Arm-Side (+)  |  Glove-Side (−)\"}},\"yaxis\":{\"anchor\":\"x\",\"domain\":[0.0,1.0],\"title\":{\"text\":\"Vertical: Ride (+)  |  Drop (−)\"}},\"legend\":{\"title\":{\"text\":\"pitch_type\"},\"tracegroupgap\":0},\"margin\":{\"t\":60},\"shapes\":[{\"line\":{\"dash\":\"dot\"},\"type\":\"line\",\"x0\":0,\"x1\":1,\"xref\":\"x domain\",\"y0\":0,\"y1\":0,\"yref\":\"y\"},{\"line\":{\"dash\":\"dot\"},\"type\":\"line\",\"x0\":0,\"x1\":0,\"xref\":\"x\",\"y0\":0,\"y1\":1,\"yref\":\"y domain\"}],\"annotations\":[{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"AS (+)\",\"x\":1,\"xanchor\":\"left\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"GS (−)\",\"x\":0,\"xanchor\":\"right\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"Ride (+)\",\"x\":0.5,\"xanchor\":\"center\",\"xref\":\"paper\",\"y\":1,\"yanchor\":\"bottom\",\"yref\":\"paper\"},{\"font\":{\"size\":10},\"showarrow\":false,\"text\":\"Drop (−)\",\"x\":0.5,\"xanchor\":\"center\",\"xref\":\"paper\",\"y\":0,\"yanchor\":\"top\",\"yref\":\"paper\"}]},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('8eb2c52a-c3b3-4a5b-8459-4c8d7946b37d');\n",
+       "var gd = document.getElementById('f35b1d80-ee7d-433d-b9db-385ccc7ff949');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -1930,10 +1930,10 @@
         {
          "fill": "toself",
          "r": [
-          0.26296296296296295,
-          0.16666666666666666,
-          0.2777777777777778,
-          0.3333333333333333
+          0.32075471698113206,
+          0.3567251461988304,
+          0.25,
+          0.279874213836478
          ],
          "theta": [
           "csw",
@@ -2774,9 +2774,9 @@
        }
       },
       "text/html": [
-       "<div>                            <div id=\"19fdab4e-8fe3-4f70-bc01-e1e8c281001d\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"19fdab4e-8fe3-4f70-bc01-e1e8c281001d\")) {                    Plotly.newPlot(                        \"19fdab4e-8fe3-4f70-bc01-e1e8c281001d\",                        [{\"fill\":\"toself\",\"r\":[0.26296296296296295,0.16666666666666666,0.2777777777777778,0.3333333333333333],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
+       "<div>                            <div id=\"7496a92f-90a8-4fbb-98fd-fa0707946bb2\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"7496a92f-90a8-4fbb-98fd-fa0707946bb2\")) {                    Plotly.newPlot(                        \"7496a92f-90a8-4fbb-98fd-fa0707946bb2\",                        [{\"fill\":\"toself\",\"r\":[0.32075471698113206,0.3567251461988304,0.25,0.279874213836478],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('19fdab4e-8fe3-4f70-bc01-e1e8c281001d');\n",
+       "var gd = document.getElementById('7496a92f-90a8-4fbb-98fd-fa0707946bb2');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -2808,7 +2808,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "FF (R): Arm-Side, Ride. Velo 94.3 mph | AS 4.5\" | Ride 19.5\" | CSW 0.26 | Whiff 0.17 | GB 0.28 | Zone 0.33\n"
+      "CH (R): Arm-Side, Drop. Velo 83.7 mph | AS 19.2\" | Ride -4.7\" | CSW 0.32 | Whiff 0.36 | GB 0.25 | Zone 0.28\n"
      ]
     },
     {
@@ -2821,10 +2821,10 @@
         {
          "fill": "toself",
          "r": [
-          0.4581005586592179,
-          0.5862068965517241,
-          0.2,
-          0.2849162011173184
+          0.5,
+          0.6666666666666666,
+          0,
+          0.3333333333333333
          ],
          "theta": [
           "csw",
@@ -3665,9 +3665,9 @@
        }
       },
       "text/html": [
-       "<div>                            <div id=\"b47e9426-a543-4bf3-b407-d0a99dfd96bb\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"b47e9426-a543-4bf3-b407-d0a99dfd96bb\")) {                    Plotly.newPlot(                        \"b47e9426-a543-4bf3-b407-d0a99dfd96bb\",                        [{\"fill\":\"toself\",\"r\":[0.4581005586592179,0.5862068965517241,0.2,0.2849162011173184],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
+       "<div>                            <div id=\"e45deabf-b108-4145-bd56-351e13b50866\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"e45deabf-b108-4145-bd56-351e13b50866\")) {                    Plotly.newPlot(                        \"e45deabf-b108-4145-bd56-351e13b50866\",                        [{\"fill\":\"toself\",\"r\":[0.5,0.6666666666666666,0.0,0.3333333333333333],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('b47e9426-a543-4bf3-b407-d0a99dfd96bb');\n",
+       "var gd = document.getElementById('e45deabf-b108-4145-bd56-351e13b50866');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -3699,7 +3699,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "FS (R): Arm-Side, Ride. Velo 83.8 mph | AS 11.7\" | Ride 7.4\" | CSW 0.46 | Whiff 0.59 | GB 0.20 | Zone 0.28\n"
+      "FC (R): Glove-Side, Ride. Velo 89.3 mph | AS -1.3\" | Ride 13.3\" | CSW 0.50 | Whiff 0.67 | GB 0.00 | Zone 0.33\n"
      ]
     },
     {
@@ -3712,10 +3712,10 @@
         {
          "fill": "toself",
          "r": [
-          0.3253588516746411,
-          0.37735849056603776,
-          0.4,
-          0.3014354066985646
+          0.2893835616438356,
+          0.3333333333333333,
+          0.38596491228070173,
+          0.2482876712328767
          ],
          "theta": [
           "csw",
@@ -4556,9 +4556,9 @@
        }
       },
       "text/html": [
-       "<div>                            <div id=\"c00aa449-d2a8-4078-8872-f65ba50736c7\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"c00aa449-d2a8-4078-8872-f65ba50736c7\")) {                    Plotly.newPlot(                        \"c00aa449-d2a8-4078-8872-f65ba50736c7\",                        [{\"fill\":\"toself\",\"r\":[0.3253588516746411,0.37735849056603776,0.4,0.3014354066985646],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
+       "<div>                            <div id=\"99c6d975-6000-4dfd-9673-445e8a974534\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"99c6d975-6000-4dfd-9673-445e8a974534\")) {                    Plotly.newPlot(                        \"99c6d975-6000-4dfd-9673-445e8a974534\",                        [{\"fill\":\"toself\",\"r\":[0.2893835616438356,0.3333333333333333,0.38596491228070173,0.2482876712328767],\"theta\":[\"csw\",\"whiff_rate\",\"gb_rate\",\"zone_pct\"],\"type\":\"scatterpolar\"}],                        {\"template\":{\"data\":{\"histogram2dcontour\":[{\"type\":\"histogram2dcontour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"choropleth\":[{\"type\":\"choropleth\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"histogram2d\":[{\"type\":\"histogram2d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmap\":[{\"type\":\"heatmap\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"heatmapgl\":[{\"type\":\"heatmapgl\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"contourcarpet\":[{\"type\":\"contourcarpet\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"contour\":[{\"type\":\"contour\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"surface\":[{\"type\":\"surface\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]}],\"mesh3d\":[{\"type\":\"mesh3d\",\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}],\"scatter\":[{\"fillpattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2},\"type\":\"scatter\"}],\"parcoords\":[{\"type\":\"parcoords\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolargl\":[{\"type\":\"scatterpolargl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"scattergeo\":[{\"type\":\"scattergeo\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterpolar\":[{\"type\":\"scatterpolar\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"scattergl\":[{\"type\":\"scattergl\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatter3d\":[{\"type\":\"scatter3d\",\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattermapbox\":[{\"type\":\"scattermapbox\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scatterternary\":[{\"type\":\"scatterternary\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"scattercarpet\":[{\"type\":\"scattercarpet\",\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}}}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}]},\"layout\":{\"autotypenumbers\":\"strict\",\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"hovermode\":\"closest\",\"hoverlabel\":{\"align\":\"left\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"bgcolor\":\"#E5ECF6\",\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"ternary\":{\"bgcolor\":\"#E5ECF6\",\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]]},\"xaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"yaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"automargin\":true,\"zerolinewidth\":2},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\",\"gridwidth\":2}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"geo\":{\"bgcolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"subunitcolor\":\"white\",\"showland\":true,\"showlakes\":true,\"lakecolor\":\"white\"},\"title\":{\"x\":0.05},\"mapbox\":{\"style\":\"light\"}}},\"polar\":{\"radialaxis\":{\"visible\":true,\"range\":[0,1]}},\"showlegend\":false},                        {\"responsive\": true}                    ).then(function(){\n",
        "                            \n",
-       "var gd = document.getElementById('c00aa449-d2a8-4078-8872-f65ba50736c7');\n",
+       "var gd = document.getElementById('99c6d975-6000-4dfd-9673-445e8a974534');\n",
        "var x = new MutationObserver(function (mutations, observer) {{\n",
        "        var display = window.getComputedStyle(gd).display;\n",
        "        if (!display || display === 'none') {{\n",
@@ -4590,7 +4590,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "SL (R): Arm-Side, Ride. Velo 88.5 mph | AS 3.7\" | Ride 4.7\" | CSW 0.33 | Whiff 0.38 | GB 0.40 | Zone 0.30\n"
+      "FF (R): Arm-Side, Ride. Velo 94.1 mph | AS 12.8\" | Ride 15.7\" | CSW 0.29 | Whiff 0.33 | GB 0.39 | Zone 0.25\n"
      ]
     }
    ],
@@ -4619,7 +4619,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 50,
    "id": "b4349e0e",
    "metadata": {},
    "outputs": [
@@ -4628,7 +4628,7 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "Nearest comps — FF (FF: Arm-Side • Moderate Run, Moderate Ride • Strike-Throwing):\n"
+      "Nearest comps — CH (SL: Glove-Side • Moderate Sweep, Subtle Drop • Whiff-First):\n"
      ]
     },
     {
@@ -4665,83 +4665,83 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4680</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>4547</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>94.316296</td>\n",
-       "      <td>19.478667</td>\n",
-       "      <td>4.481778</td>\n",
-       "      <td>0.166667</td>\n",
-       "      <td>0.277778</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>83.724057</td>\n",
+       "      <td>-4.718491</td>\n",
+       "      <td>19.226792</td>\n",
+       "      <td>0.356725</td>\n",
+       "      <td>0.250000</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>3292</th>\n",
-       "      <td>Pivetta, Nick</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>4685</th>\n",
+       "      <td>Yoho, Craig</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>93.774732</td>\n",
-       "      <td>19.65636</td>\n",
-       "      <td>2.578929</td>\n",
-       "      <td>0.225760</td>\n",
-       "      <td>0.219731</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>77.122892</td>\n",
+       "      <td>-2.949398</td>\n",
+       "      <td>17.998554</td>\n",
+       "      <td>0.289474</td>\n",
+       "      <td>0.181818</td>\n",
+       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4490</th>\n",
-       "      <td>Wells, Tyler</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>3773</th>\n",
+       "      <td>Seabold, Connor</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>92.8104</td>\n",
-       "      <td>17.78304</td>\n",
-       "      <td>5.00832</td>\n",
-       "      <td>0.203125</td>\n",
-       "      <td>0.227273</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>81.337931</td>\n",
+       "      <td>-2.695862</td>\n",
+       "      <td>16.121379</td>\n",
+       "      <td>0.259259</td>\n",
+       "      <td>0.285714</td>\n",
+       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>1205</th>\n",
-       "      <td>Fairbanks, Pete</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>4530</th>\n",
+       "      <td>Whitlock, Garrett</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>97.313307</td>\n",
-       "      <td>17.235382</td>\n",
-       "      <td>0.259961</td>\n",
-       "      <td>0.216418</td>\n",
-       "      <td>0.304348</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>84.306513</td>\n",
+       "      <td>0.177471</td>\n",
+       "      <td>17.017011</td>\n",
+       "      <td>0.309211</td>\n",
+       "      <td>0.361702</td>\n",
+       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4349</th>\n",
-       "      <td>Verlander, Justin</td>\n",
-       "      <td>FF</td>\n",
+       "      <th>1768</th>\n",
+       "      <td>Henderson, Logan</td>\n",
+       "      <td>CH</td>\n",
        "      <td>R</td>\n",
-       "      <td>93.930631</td>\n",
-       "      <td>18.588698</td>\n",
-       "      <td>8.877936</td>\n",
-       "      <td>0.151408</td>\n",
-       "      <td>0.297674</td>\n",
-       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
+       "      <td>81.867222</td>\n",
+       "      <td>5.488667</td>\n",
+       "      <td>18.700667</td>\n",
+       "      <td>0.252874</td>\n",
+       "      <td>0.250000</td>\n",
+       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "            player_name pitch_type p_throws       velo     ivb_in  hb_as_in  \\\n",
-       "4680     Yesavage, Trey         FF        R  94.316296  19.478667  4.481778   \n",
-       "3292      Pivetta, Nick         FF        R  93.774732   19.65636  2.578929   \n",
-       "4490       Wells, Tyler         FF        R    92.8104   17.78304   5.00832   \n",
-       "1205    Fairbanks, Pete         FF        R  97.313307  17.235382  0.259961   \n",
-       "4349  Verlander, Justin         FF        R  93.930631  18.588698  8.877936   \n",
+       "            player_name pitch_type p_throws       velo    ivb_in   hb_as_in  \\\n",
+       "4547    Williams, Devin         CH        R  83.724057 -4.718491  19.226792   \n",
+       "4685        Yoho, Craig         CH        R  77.122892 -2.949398  17.998554   \n",
+       "3773    Seabold, Connor         CH        R  81.337931 -2.695862  16.121379   \n",
+       "4530  Whitlock, Garrett         CH        R  84.306513  0.177471  17.017011   \n",
+       "1768   Henderson, Logan         CH        R  81.867222  5.488667  18.700667   \n",
        "\n",
        "      whiff_rate   gb_rate                                       cluster_name  \n",
-       "4680    0.166667  0.277778  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
-       "3292    0.225760  0.219731  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
-       "4490    0.203125  0.227273  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
-       "1205    0.216418  0.304348  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
-       "4349    0.151408  0.297674  FF: Arm-Side • Moderate Run, Moderate Ride • S...  "
+       "4547    0.356725  0.250000  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "4685    0.289474  0.181818  CH: Arm-Side • Moderate Run, Moderate Ride • W...  \n",
+       "3773    0.259259  0.285714  CH: Arm-Side • Moderate Run, Moderate Ride • W...  \n",
+       "4530    0.309211  0.361702  CH: Arm-Side • Moderate Run, Moderate Ride • W...  \n",
+       "1768    0.252874  0.250000  CH: Arm-Side • Moderate Run, Moderate Ride • W...  "
       ]
      },
      "metadata": {},
@@ -4752,7 +4752,7 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "Nearest comps — FS (CH: Arm-Side • Moderate Run, Moderate Ride • Whiff-First):\n"
+      "Nearest comps — FC (SL: Glove-Side • Moderate Sweep, Subtle Drop • Whiff-First):\n"
      ]
     },
     {
@@ -4789,41 +4789,69 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4681</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>FS</td>\n",
+       "      <th>4548</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>FC</td>\n",
        "      <td>R</td>\n",
-       "      <td>83.810615</td>\n",
-       "      <td>7.390391</td>\n",
-       "      <td>11.720447</td>\n",
-       "      <td>0.586207</td>\n",
-       "      <td>0.200000</td>\n",
-       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
+       "      <td>89.266667</td>\n",
+       "      <td>13.26</td>\n",
+       "      <td>-1.28</td>\n",
+       "      <td>0.666667</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>265</th>\n",
-       "      <td>Bautista, Félix</td>\n",
-       "      <td>FS</td>\n",
+       "      <th>3116</th>\n",
+       "      <td>Overton, Connor</td>\n",
+       "      <td>FC</td>\n",
        "      <td>R</td>\n",
-       "      <td>88.906145</td>\n",
-       "      <td>10.514413</td>\n",
-       "      <td>8.801564</td>\n",
-       "      <td>0.505747</td>\n",
-       "      <td>0.227273</td>\n",
-       "      <td>CH: Arm-Side • Moderate Run, Moderate Ride • W...</td>\n",
+       "      <td>88.685714</td>\n",
+       "      <td>8.64</td>\n",
+       "      <td>0.377143</td>\n",
+       "      <td>0.500000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>471</th>\n",
+       "      <td>Boyer, Logan</td>\n",
+       "      <td>FC</td>\n",
+       "      <td>R</td>\n",
+       "      <td>90.741667</td>\n",
+       "      <td>4.76</td>\n",
+       "      <td>-7.16</td>\n",
+       "      <td>0.800000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2360</th>\n",
+       "      <td>Liranzo, Jesús</td>\n",
+       "      <td>FC</td>\n",
+       "      <td>R</td>\n",
+       "      <td>86.06</td>\n",
+       "      <td>1.68</td>\n",
+       "      <td>-5.184</td>\n",
+       "      <td>0.500000</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "          player_name pitch_type p_throws       velo     ivb_in   hb_as_in  \\\n",
-       "4681   Yesavage, Trey         FS        R  83.810615   7.390391  11.720447   \n",
-       "265   Bautista, Félix         FS        R  88.906145  10.514413   8.801564   \n",
+       "          player_name pitch_type p_throws       velo  ivb_in  hb_as_in  \\\n",
+       "4548  Williams, Devin         FC        R  89.266667   13.26     -1.28   \n",
+       "3116  Overton, Connor         FC        R  88.685714    8.64  0.377143   \n",
+       "471      Boyer, Logan         FC        R  90.741667    4.76     -7.16   \n",
+       "2360   Liranzo, Jesús         FC        R      86.06    1.68    -5.184   \n",
        "\n",
-       "      whiff_rate   gb_rate                                       cluster_name  \n",
-       "4681    0.586207  0.200000  CH: Arm-Side • Moderate Run, Moderate Ride • W...  \n",
-       "265     0.505747  0.227273  CH: Arm-Side • Moderate Run, Moderate Ride • W...  "
+       "      whiff_rate  gb_rate                                       cluster_name  \n",
+       "4548    0.666667      0.0  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "3116    0.500000      0.0  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "471     0.800000      0.0  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
+       "2360    0.500000      0.0  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  "
       ]
      },
      "metadata": {},
@@ -4834,7 +4862,7 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "Nearest comps — SL (SL: Glove-Side • Moderate Sweep, Subtle Drop • Whiff-First):\n"
+      "Nearest comps — FF (FF: Arm-Side • Moderate Run, Moderate Ride • Strike-Throwing):\n"
      ]
     },
     {
@@ -4871,83 +4899,90 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>4682</th>\n",
-       "      <td>Yesavage, Trey</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>4549</th>\n",
+       "      <td>Williams, Devin</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>88.494737</td>\n",
-       "      <td>4.704115</td>\n",
-       "      <td>3.711388</td>\n",
-       "      <td>0.377358</td>\n",
-       "      <td>0.400000</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>94.123973</td>\n",
+       "      <td>15.680548</td>\n",
+       "      <td>12.834452</td>\n",
+       "      <td>0.333333</td>\n",
+       "      <td>0.385965</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4351</th>\n",
-       "      <td>Verlander, Justin</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>4090</th>\n",
+       "      <td>Strzelecki, Peter</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>87.066137</td>\n",
-       "      <td>5.482226</td>\n",
-       "      <td>-4.079618</td>\n",
-       "      <td>0.308989</td>\n",
-       "      <td>0.346774</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>93.960606</td>\n",
+       "      <td>15.116364</td>\n",
+       "      <td>6.883636</td>\n",
+       "      <td>0.315789</td>\n",
+       "      <td>0.333333</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>4491</th>\n",
-       "      <td>Wells, Tyler</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>14</th>\n",
+       "      <td>Abreu, Bryan</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>86.817742</td>\n",
-       "      <td>6.224516</td>\n",
-       "      <td>-4.112903</td>\n",
-       "      <td>0.250000</td>\n",
-       "      <td>0.300000</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>97.282255</td>\n",
+       "      <td>16.629453</td>\n",
+       "      <td>6.517015</td>\n",
+       "      <td>0.344569</td>\n",
+       "      <td>0.304348</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>268</th>\n",
-       "      <td>Bautista, Félix</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>2620</th>\n",
+       "      <td>McCullers Jr., Lance</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>85.477586</td>\n",
-       "      <td>0.848276</td>\n",
-       "      <td>-5.824138</td>\n",
-       "      <td>0.363636</td>\n",
-       "      <td>0.285714</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>91.788406</td>\n",
+       "      <td>11.806957</td>\n",
+       "      <td>7.490435</td>\n",
+       "      <td>0.375000</td>\n",
+       "      <td>0.444444</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>785</th>\n",
-       "      <td>Church, Marc</td>\n",
-       "      <td>SL</td>\n",
+       "      <th>4506</th>\n",
+       "      <td>Wheeler, Zack</td>\n",
+       "      <td>FF</td>\n",
        "      <td>R</td>\n",
-       "      <td>87.181356</td>\n",
-       "      <td>5.162034</td>\n",
-       "      <td>-2.212881</td>\n",
-       "      <td>0.307692</td>\n",
-       "      <td>0.222222</td>\n",
-       "      <td>SL: Glove-Side • Moderate Sweep, Subtle Drop •...</td>\n",
+       "      <td>96.008189</td>\n",
+       "      <td>14.729133</td>\n",
+       "      <td>10.002312</td>\n",
+       "      <td>0.270169</td>\n",
+       "      <td>0.253731</td>\n",
+       "      <td>FF: Arm-Side • Moderate Run, Moderate Ride • S...</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "            player_name pitch_type p_throws       velo    ivb_in  hb_as_in  \\\n",
-       "4682     Yesavage, Trey         SL        R  88.494737  4.704115  3.711388   \n",
-       "4351  Verlander, Justin         SL        R  87.066137  5.482226 -4.079618   \n",
-       "4491       Wells, Tyler         SL        R  86.817742  6.224516 -4.112903   \n",
-       "268     Bautista, Félix         SL        R  85.477586  0.848276 -5.824138   \n",
-       "785        Church, Marc         SL        R  87.181356  5.162034 -2.212881   \n",
+       "               player_name pitch_type p_throws       velo     ivb_in  \\\n",
+       "4549       Williams, Devin         FF        R  94.123973  15.680548   \n",
+       "4090     Strzelecki, Peter         FF        R  93.960606  15.116364   \n",
+       "14            Abreu, Bryan         FF        R  97.282255  16.629453   \n",
+       "2620  McCullers Jr., Lance         FF        R  91.788406  11.806957   \n",
+       "4506         Wheeler, Zack         FF        R  96.008189  14.729133   \n",
        "\n",
-       "      whiff_rate   gb_rate                                       cluster_name  \n",
-       "4682    0.377358  0.400000  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
-       "4351    0.308989  0.346774  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
-       "4491    0.250000  0.300000  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
-       "268     0.363636  0.285714  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  \n",
-       "785     0.307692  0.222222  SL: Glove-Side • Moderate Sweep, Subtle Drop •...  "
+       "       hb_as_in  whiff_rate   gb_rate  \\\n",
+       "4549  12.834452    0.333333  0.385965   \n",
+       "4090   6.883636    0.315789  0.333333   \n",
+       "14     6.517015    0.344569  0.304348   \n",
+       "2620   7.490435    0.375000  0.444444   \n",
+       "4506  10.002312    0.270169  0.253731   \n",
+       "\n",
+       "                                           cluster_name  \n",
+       "4549  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
+       "4090  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
+       "14    FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
+       "2620  FF: Arm-Side • Moderate Run, Moderate Ride • S...  \n",
+       "4506  FF: Arm-Side • Moderate Run, Moderate Ride • S...  "
       ]
      },
      "metadata": {},