Untitled.ipynb

{
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  {
   "cell_type": "code",
   "execution_count": 4,
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   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>subj</th>\n",
       "      <th>image</th>\n",
       "      <th>task</th>\n",
       "      <th>fixN</th>\n",
       "      <th>locs_1</th>\n",
       "      <th>locs_2</th>\n",
       "      <th>durs</th>\n",
       "      <th>SCamp</th>\n",
       "      <th>Order</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>543</td>\n",
       "      <td>3.67</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>2</td>\n",
       "      <td>384.0</td>\n",
       "      <td>677.0</td>\n",
       "      <td>336</td>\n",
       "      <td>3.90</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>3</td>\n",
       "      <td>482.0</td>\n",
       "      <td>784.0</td>\n",
       "      <td>298</td>\n",
       "      <td>4.70</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>4</td>\n",
       "      <td>526.0</td>\n",
       "      <td>613.0</td>\n",
       "      <td>215</td>\n",
       "      <td>5.77</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>5</td>\n",
       "      <td>330.0</td>\n",
       "      <td>534.0</td>\n",
       "      <td>236</td>\n",
       "      <td>0.62</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>6</td>\n",
       "      <td>321.0</td>\n",
       "      <td>508.0</td>\n",
       "      <td>321</td>\n",
       "      <td>3.50</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>7</td>\n",
       "      <td>322.0</td>\n",
       "      <td>642.0</td>\n",
       "      <td>216</td>\n",
       "      <td>5.04</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>8</td>\n",
       "      <td>363.0</td>\n",
       "      <td>832.0</td>\n",
       "      <td>389</td>\n",
       "      <td>2.38</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>9</td>\n",
       "      <td>369.0</td>\n",
       "      <td>935.0</td>\n",
       "      <td>139</td>\n",
       "      <td>8.19</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>10</td>\n",
       "      <td>99.0</td>\n",
       "      <td>796.0</td>\n",
       "      <td>276</td>\n",
       "      <td>2.29</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>11</td>\n",
       "      <td>176.0</td>\n",
       "      <td>735.0</td>\n",
       "      <td>230</td>\n",
       "      <td>2.70</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>12</td>\n",
       "      <td>274.0</td>\n",
       "      <td>752.0</td>\n",
       "      <td>247</td>\n",
       "      <td>0.43</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>13</td>\n",
       "      <td>281.0</td>\n",
       "      <td>768.0</td>\n",
       "      <td>53</td>\n",
       "      <td>13.53</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>14</td>\n",
       "      <td>369.0</td>\n",
       "      <td>302.0</td>\n",
       "      <td>370</td>\n",
       "      <td>8.37</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>15</td>\n",
       "      <td>674.0</td>\n",
       "      <td>339.0</td>\n",
       "      <td>236</td>\n",
       "      <td>0.74</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>16</td>\n",
       "      <td>647.0</td>\n",
       "      <td>359.0</td>\n",
       "      <td>157</td>\n",
       "      <td>13.89</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>17</td>\n",
       "      <td>145.0</td>\n",
       "      <td>289.0</td>\n",
       "      <td>177</td>\n",
       "      <td>4.53</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>18</td>\n",
       "      <td>92.0</td>\n",
       "      <td>440.0</td>\n",
       "      <td>127</td>\n",
       "      <td>4.13</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>19</td>\n",
       "      <td>6.0</td>\n",
       "      <td>568.0</td>\n",
       "      <td>195</td>\n",
       "      <td>1.34</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>20</td>\n",
       "      <td>10.0</td>\n",
       "      <td>627.0</td>\n",
       "      <td>142</td>\n",
       "      <td>5.94</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>21</td>\n",
       "      <td>143.0</td>\n",
       "      <td>454.0</td>\n",
       "      <td>225</td>\n",
       "      <td>8.52</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>22</td>\n",
       "      <td>321.0</td>\n",
       "      <td>210.0</td>\n",
       "      <td>382</td>\n",
       "      <td>0.99</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>23</td>\n",
       "      <td>328.0</td>\n",
       "      <td>157.0</td>\n",
       "      <td>192</td>\n",
       "      <td>7.53</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>24</td>\n",
       "      <td>562.0</td>\n",
       "      <td>6.0</td>\n",
       "      <td>341</td>\n",
       "      <td>4.61</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>25</td>\n",
       "      <td>511.0</td>\n",
       "      <td>179.0</td>\n",
       "      <td>153</td>\n",
       "      <td>1.72</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>26</td>\n",
       "      <td>444.0</td>\n",
       "      <td>214.0</td>\n",
       "      <td>145</td>\n",
       "      <td>2.39</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>27</td>\n",
       "      <td>422.0</td>\n",
       "      <td>316.0</td>\n",
       "      <td>148</td>\n",
       "      <td>17.84</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>28</td>\n",
       "      <td>695.0</td>\n",
       "      <td>911.0</td>\n",
       "      <td>276</td>\n",
       "      <td>0.62</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>29</td>\n",
       "      <td>694.0</td>\n",
       "      <td>939.0</td>\n",
       "      <td>238</td>\n",
       "      <td>2.68</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>target_diningroom_IDS01</td>\n",
       "      <td>memorize</td>\n",
       "      <td>30</td>\n",
       "      <td>586.0</td>\n",
       "      <td>987.0</td>\n",
       "      <td>165</td>\n",
       "      <td>5.17</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341782</th>\n",
       "      <td>100</td>\n",
       "      <td>target_prairie</td>\n",
       "      <td>memorize</td>\n",
       "      <td>33</td>\n",
       "      <td>395.0</td>\n",
       "      <td>737.0</td>\n",
       "      <td>400</td>\n",
       "      <td>7.14</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341783</th>\n",
       "      <td>100</td>\n",
       "      <td>target_prairie</td>\n",
       "      <td>memorize</td>\n",
       "      <td>34</td>\n",
       "      <td>395.0</td>\n",
       "      <td>986.0</td>\n",
       "      <td>469</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341784</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>41</td>\n",
       "      <td>0.59</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341785</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>2</td>\n",
       "      <td>334.0</td>\n",
       "      <td>477.0</td>\n",
       "      <td>219</td>\n",
       "      <td>7.99</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341786</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>3</td>\n",
       "      <td>338.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>284</td>\n",
       "      <td>1.42</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341787</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>4</td>\n",
       "      <td>322.0</td>\n",
       "      <td>110.0</td>\n",
       "      <td>609</td>\n",
       "      <td>4.75</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341788</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>5</td>\n",
       "      <td>320.0</td>\n",
       "      <td>294.0</td>\n",
       "      <td>179</td>\n",
       "      <td>5.21</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341789</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>6</td>\n",
       "      <td>310.0</td>\n",
       "      <td>482.0</td>\n",
       "      <td>216</td>\n",
       "      <td>8.54</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341790</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>7</td>\n",
       "      <td>371.0</td>\n",
       "      <td>786.0</td>\n",
       "      <td>337</td>\n",
       "      <td>2.00</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341791</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>8</td>\n",
       "      <td>309.0</td>\n",
       "      <td>706.0</td>\n",
       "      <td>236</td>\n",
       "      <td>3.48</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341792</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>9</td>\n",
       "      <td>262.0</td>\n",
       "      <td>581.0</td>\n",
       "      <td>391</td>\n",
       "      <td>10.86</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341793</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>10</td>\n",
       "      <td>298.0</td>\n",
       "      <td>182.0</td>\n",
       "      <td>355</td>\n",
       "      <td>1.10</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341794</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>11</td>\n",
       "      <td>306.0</td>\n",
       "      <td>129.0</td>\n",
       "      <td>353</td>\n",
       "      <td>4.04</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341795</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>12</td>\n",
       "      <td>312.0</td>\n",
       "      <td>291.0</td>\n",
       "      <td>405</td>\n",
       "      <td>5.10</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341796</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>13</td>\n",
       "      <td>309.0</td>\n",
       "      <td>469.0</td>\n",
       "      <td>121</td>\n",
       "      <td>5.16</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341797</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>14</td>\n",
       "      <td>335.0</td>\n",
       "      <td>546.0</td>\n",
       "      <td>392</td>\n",
       "      <td>1.29</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341798</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>15</td>\n",
       "      <td>317.0</td>\n",
       "      <td>598.0</td>\n",
       "      <td>307</td>\n",
       "      <td>2.14</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341799</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>16</td>\n",
       "      <td>354.0</td>\n",
       "      <td>679.0</td>\n",
       "      <td>323</td>\n",
       "      <td>1.41</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341800</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>17</td>\n",
       "      <td>327.0</td>\n",
       "      <td>619.0</td>\n",
       "      <td>175</td>\n",
       "      <td>1.28</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341801</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>18</td>\n",
       "      <td>271.0</td>\n",
       "      <td>591.0</td>\n",
       "      <td>400</td>\n",
       "      <td>3.96</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341802</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>19</td>\n",
       "      <td>345.0</td>\n",
       "      <td>402.0</td>\n",
       "      <td>474</td>\n",
       "      <td>1.64</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341803</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>20</td>\n",
       "      <td>368.0</td>\n",
       "      <td>467.0</td>\n",
       "      <td>224</td>\n",
       "      <td>2.48</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341804</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>21</td>\n",
       "      <td>340.0</td>\n",
       "      <td>457.0</td>\n",
       "      <td>341</td>\n",
       "      <td>0.35</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341805</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>22</td>\n",
       "      <td>356.0</td>\n",
       "      <td>451.0</td>\n",
       "      <td>1202</td>\n",
       "      <td>1.04</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341806</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>23</td>\n",
       "      <td>316.0</td>\n",
       "      <td>485.0</td>\n",
       "      <td>378</td>\n",
       "      <td>2.16</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341807</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>24</td>\n",
       "      <td>310.0</td>\n",
       "      <td>576.0</td>\n",
       "      <td>888</td>\n",
       "      <td>1.57</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341808</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>25</td>\n",
       "      <td>313.0</td>\n",
       "      <td>501.0</td>\n",
       "      <td>153</td>\n",
       "      <td>4.76</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341809</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>26</td>\n",
       "      <td>313.0</td>\n",
       "      <td>497.0</td>\n",
       "      <td>692</td>\n",
       "      <td>1.11</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341810</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>27</td>\n",
       "      <td>350.0</td>\n",
       "      <td>509.0</td>\n",
       "      <td>406</td>\n",
       "      <td>0.62</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>341811</th>\n",
       "      <td>100</td>\n",
       "      <td>target_arcade</td>\n",
       "      <td>memorize</td>\n",
       "      <td>28</td>\n",
       "      <td>335.0</td>\n",
       "      <td>529.0</td>\n",
       "      <td>170</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>341812 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "        subj                    image      task  fixN  locs_1  locs_2  durs  \\\n",
       "0          1  target_diningroom_IDS01  memorize     1     NaN     NaN   543   \n",
       "1          1  target_diningroom_IDS01  memorize     2   384.0   677.0   336   \n",
       "2          1  target_diningroom_IDS01  memorize     3   482.0   784.0   298   \n",
       "3          1  target_diningroom_IDS01  memorize     4   526.0   613.0   215   \n",
       "4          1  target_diningroom_IDS01  memorize     5   330.0   534.0   236   \n",
       "5          1  target_diningroom_IDS01  memorize     6   321.0   508.0   321   \n",
       "6          1  target_diningroom_IDS01  memorize     7   322.0   642.0   216   \n",
       "7          1  target_diningroom_IDS01  memorize     8   363.0   832.0   389   \n",
       "8          1  target_diningroom_IDS01  memorize     9   369.0   935.0   139   \n",
       "9          1  target_diningroom_IDS01  memorize    10    99.0   796.0   276   \n",
       "10         1  target_diningroom_IDS01  memorize    11   176.0   735.0   230   \n",
       "11         1  target_diningroom_IDS01  memorize    12   274.0   752.0   247   \n",
       "12         1  target_diningroom_IDS01  memorize    13   281.0   768.0    53   \n",
       "13         1  target_diningroom_IDS01  memorize    14   369.0   302.0   370   \n",
       "14         1  target_diningroom_IDS01  memorize    15   674.0   339.0   236   \n",
       "15         1  target_diningroom_IDS01  memorize    16   647.0   359.0   157   \n",
       "16         1  target_diningroom_IDS01  memorize    17   145.0   289.0   177   \n",
       "17         1  target_diningroom_IDS01  memorize    18    92.0   440.0   127   \n",
       "18         1  target_diningroom_IDS01  memorize    19     6.0   568.0   195   \n",
       "19         1  target_diningroom_IDS01  memorize    20    10.0   627.0   142   \n",
       "20         1  target_diningroom_IDS01  memorize    21   143.0   454.0   225   \n",
       "21         1  target_diningroom_IDS01  memorize    22   321.0   210.0   382   \n",
       "22         1  target_diningroom_IDS01  memorize    23   328.0   157.0   192   \n",
       "23         1  target_diningroom_IDS01  memorize    24   562.0     6.0   341   \n",
       "24         1  target_diningroom_IDS01  memorize    25   511.0   179.0   153   \n",
       "25         1  target_diningroom_IDS01  memorize    26   444.0   214.0   145   \n",
       "26         1  target_diningroom_IDS01  memorize    27   422.0   316.0   148   \n",
       "27         1  target_diningroom_IDS01  memorize    28   695.0   911.0   276   \n",
       "28         1  target_diningroom_IDS01  memorize    29   694.0   939.0   238   \n",
       "29         1  target_diningroom_IDS01  memorize    30   586.0   987.0   165   \n",
       "...      ...                      ...       ...   ...     ...     ...   ...   \n",
       "341782   100           target_prairie  memorize    33   395.0   737.0   400   \n",
       "341783   100           target_prairie  memorize    34   395.0   986.0   469   \n",
       "341784   100            target_arcade  memorize     1     NaN     NaN    41   \n",
       "341785   100            target_arcade  memorize     2   334.0   477.0   219   \n",
       "341786   100            target_arcade  memorize     3   338.0   182.0   284   \n",
       "341787   100            target_arcade  memorize     4   322.0   110.0   609   \n",
       "341788   100            target_arcade  memorize     5   320.0   294.0   179   \n",
       "341789   100            target_arcade  memorize     6   310.0   482.0   216   \n",
       "341790   100            target_arcade  memorize     7   371.0   786.0   337   \n",
       "341791   100            target_arcade  memorize     8   309.0   706.0   236   \n",
       "341792   100            target_arcade  memorize     9   262.0   581.0   391   \n",
       "341793   100            target_arcade  memorize    10   298.0   182.0   355   \n",
       "341794   100            target_arcade  memorize    11   306.0   129.0   353   \n",
       "341795   100            target_arcade  memorize    12   312.0   291.0   405   \n",
       "341796   100            target_arcade  memorize    13   309.0   469.0   121   \n",
       "341797   100            target_arcade  memorize    14   335.0   546.0   392   \n",
       "341798   100            target_arcade  memorize    15   317.0   598.0   307   \n",
       "341799   100            target_arcade  memorize    16   354.0   679.0   323   \n",
       "341800   100            target_arcade  memorize    17   327.0   619.0   175   \n",
       "341801   100            target_arcade  memorize    18   271.0   591.0   400   \n",
       "341802   100            target_arcade  memorize    19   345.0   402.0   474   \n",
       "341803   100            target_arcade  memorize    20   368.0   467.0   224   \n",
       "341804   100            target_arcade  memorize    21   340.0   457.0   341   \n",
       "341805   100            target_arcade  memorize    22   356.0   451.0  1202   \n",
       "341806   100            target_arcade  memorize    23   316.0   485.0   378   \n",
       "341807   100            target_arcade  memorize    24   310.0   576.0   888   \n",
       "341808   100            target_arcade  memorize    25   313.0   501.0   153   \n",
       "341809   100            target_arcade  memorize    26   313.0   497.0   692   \n",
       "341810   100            target_arcade  memorize    27   350.0   509.0   406   \n",
       "341811   100            target_arcade  memorize    28   335.0   529.0   170   \n",
       "\n",
       "        SCamp  Order  \n",
       "0        3.67      1  \n",
       "1        3.90      1  \n",
       "2        4.70      1  \n",
       "3        5.77      1  \n",
       "4        0.62      1  \n",
       "5        3.50      1  \n",
       "6        5.04      1  \n",
       "7        2.38      1  \n",
       "8        8.19      1  \n",
       "9        2.29      1  \n",
       "10       2.70      1  \n",
       "11       0.43      1  \n",
       "12      13.53      1  \n",
       "13       8.37      1  \n",
       "14       0.74      1  \n",
       "15      13.89      1  \n",
       "16       4.53      1  \n",
       "17       4.13      1  \n",
       "18       1.34      1  \n",
       "19       5.94      1  \n",
       "20       8.52      1  \n",
       "21       0.99      1  \n",
       "22       7.53      1  \n",
       "23       4.61      1  \n",
       "24       1.72      1  \n",
       "25       2.39      1  \n",
       "26      17.84      1  \n",
       "27       0.62      1  \n",
       "28       2.68      1  \n",
       "29       5.17      1  \n",
       "...       ...    ...  \n",
       "341782   7.14      2  \n",
       "341783    NaN      2  \n",
       "341784   0.59      2  \n",
       "341785   7.99      2  \n",
       "341786   1.42      2  \n",
       "341787   4.75      2  \n",
       "341788   5.21      2  \n",
       "341789   8.54      2  \n",
       "341790   2.00      2  \n",
       "341791   3.48      2  \n",
       "341792  10.86      2  \n",
       "341793   1.10      2  \n",
       "341794   4.04      2  \n",
       "341795   5.10      2  \n",
       "341796   5.16      2  \n",
       "341797   1.29      2  \n",
       "341798   2.14      2  \n",
       "341799   1.41      2  \n",
       "341800   1.28      2  \n",
       "341801   3.96      2  \n",
       "341802   1.64      2  \n",
       "341803   2.48      2  \n",
       "341804   0.35      2  \n",
       "341805   1.04      2  \n",
       "341806   2.16      2  \n",
       "341807   1.57      2  \n",
       "341808   4.76      2  \n",
       "341809   1.11      2  \n",
       "341810   0.62      2  \n",
       "341811    NaN      2  \n",
       "\n",
       "[341812 rows x 9 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eye_file = pd.read_csv(\"SM01_full_table_Order.csv\")\n",
    "eye_file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>subj</th>\n",
       "      <th>fixN</th>\n",
       "      <th>locs_1</th>\n",
       "      <th>locs_2</th>\n",
       "      <th>durs</th>\n",
       "      <th>SCamp</th>\n",
       "      <th>Order</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>20.111255</td>\n",
       "      <td>358.614732</td>\n",
       "      <td>503.261261</td>\n",
       "      <td>261.563758</td>\n",
       "      <td>4.716637</td>\n",
       "      <td>1.490191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>18.678184</td>\n",
       "      <td>390.035854</td>\n",
       "      <td>513.255800</td>\n",
       "      <td>278.929136</td>\n",
       "      <td>4.591678</td>\n",
       "      <td>1.451537</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>22.074231</td>\n",
       "      <td>330.554968</td>\n",
       "      <td>528.876113</td>\n",
       "      <td>239.699789</td>\n",
       "      <td>4.042834</td>\n",
       "      <td>1.529951</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>14.983831</td>\n",
       "      <td>359.590893</td>\n",
       "      <td>489.306375</td>\n",
       "      <td>375.258348</td>\n",
       "      <td>4.267996</td>\n",
       "      <td>1.505097</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>17.091352</td>\n",
       "      <td>319.887995</td>\n",
       "      <td>494.665325</td>\n",
       "      <td>268.079974</td>\n",
       "      <td>4.861164</td>\n",
       "      <td>1.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>21.102854</td>\n",
       "      <td>411.610999</td>\n",
       "      <td>507.816347</td>\n",
       "      <td>251.191437</td>\n",
       "      <td>4.388973</td>\n",
       "      <td>1.512549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>15.823093</td>\n",
       "      <td>366.927160</td>\n",
       "      <td>476.032577</td>\n",
       "      <td>358.930791</td>\n",
       "      <td>3.584488</td>\n",
       "      <td>1.505297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>16.984122</td>\n",
       "      <td>380.904096</td>\n",
       "      <td>559.924573</td>\n",
       "      <td>284.358584</td>\n",
       "      <td>3.955553</td>\n",
       "      <td>1.455839</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>18.113218</td>\n",
       "      <td>375.837574</td>\n",
       "      <td>473.612722</td>\n",
       "      <td>300.409195</td>\n",
       "      <td>5.003399</td>\n",
       "      <td>1.500000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>21.509710</td>\n",
       "      <td>390.911324</td>\n",
       "      <td>512.738639</td>\n",
       "      <td>253.976265</td>\n",
       "      <td>2.666991</td>\n",
       "      <td>1.501319</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>16.350016</td>\n",
       "      <td>384.218391</td>\n",
       "      <td>442.349222</td>\n",
       "      <td>334.080144</td>\n",
       "      <td>4.905213</td>\n",
       "      <td>1.514557</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>21.970801</td>\n",
       "      <td>341.346568</td>\n",
       "      <td>521.911983</td>\n",
       "      <td>236.739780</td>\n",
       "      <td>5.357596</td>\n",
       "      <td>1.503153</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>18.513143</td>\n",
       "      <td>337.076176</td>\n",
       "      <td>514.667059</td>\n",
       "      <td>282.418571</td>\n",
       "      <td>5.013092</td>\n",
       "      <td>1.493714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>16.464000</td>\n",
       "      <td>342.541818</td>\n",
       "      <td>525.954050</td>\n",
       "      <td>300.983360</td>\n",
       "      <td>5.081243</td>\n",
       "      <td>1.503360</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>23.065227</td>\n",
       "      <td>391.399590</td>\n",
       "      <td>490.356557</td>\n",
       "      <td>229.828584</td>\n",
       "      <td>4.354508</td>\n",
       "      <td>1.497329</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16</td>\n",
       "      <td>19.076775</td>\n",
       "      <td>371.618551</td>\n",
       "      <td>524.862419</td>\n",
       "      <td>254.892514</td>\n",
       "      <td>4.952547</td>\n",
       "      <td>1.487798</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>17</td>\n",
       "      <td>20.079283</td>\n",
       "      <td>369.660528</td>\n",
       "      <td>460.380838</td>\n",
       "      <td>258.496491</td>\n",
       "      <td>4.868543</td>\n",
       "      <td>1.505329</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18</td>\n",
       "      <td>18.040036</td>\n",
       "      <td>387.537733</td>\n",
       "      <td>479.318668</td>\n",
       "      <td>291.050119</td>\n",
       "      <td>4.416725</td>\n",
       "      <td>1.503855</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>19</td>\n",
       "      <td>18.232339</td>\n",
       "      <td>373.641267</td>\n",
       "      <td>542.843211</td>\n",
       "      <td>272.299330</td>\n",
       "      <td>4.534233</td>\n",
       "      <td>1.450974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20</td>\n",
       "      <td>17.155041</td>\n",
       "      <td>382.368520</td>\n",
       "      <td>522.171850</td>\n",
       "      <td>322.000914</td>\n",
       "      <td>5.075178</td>\n",
       "      <td>1.494974</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>21</td>\n",
       "      <td>18.446047</td>\n",
       "      <td>372.557932</td>\n",
       "      <td>490.349970</td>\n",
       "      <td>296.828621</td>\n",
       "      <td>4.838919</td>\n",
       "      <td>1.506059</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>22</td>\n",
       "      <td>20.664823</td>\n",
       "      <td>382.710343</td>\n",
       "      <td>472.335827</td>\n",
       "      <td>249.236862</td>\n",
       "      <td>4.070699</td>\n",
       "      <td>1.487805</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>23</td>\n",
       "      <td>20.277157</td>\n",
       "      <td>333.263281</td>\n",
       "      <td>460.004948</td>\n",
       "      <td>261.522589</td>\n",
       "      <td>4.433294</td>\n",
       "      <td>1.504061</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24</td>\n",
       "      <td>17.097163</td>\n",
       "      <td>380.565803</td>\n",
       "      <td>494.116796</td>\n",
       "      <td>319.259537</td>\n",
       "      <td>5.814752</td>\n",
       "      <td>1.477665</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>25</td>\n",
       "      <td>20.439062</td>\n",
       "      <td>355.191979</td>\n",
       "      <td>534.081016</td>\n",
       "      <td>259.157812</td>\n",
       "      <td>3.770543</td>\n",
       "      <td>1.525521</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>26</td>\n",
       "      <td>16.448933</td>\n",
       "      <td>332.207679</td>\n",
       "      <td>478.267780</td>\n",
       "      <td>332.051067</td>\n",
       "      <td>3.412411</td>\n",
       "      <td>1.500970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>27</td>\n",
       "      <td>20.437233</td>\n",
       "      <td>385.014895</td>\n",
       "      <td>519.277161</td>\n",
       "      <td>239.810703</td>\n",
       "      <td>4.452304</td>\n",
       "      <td>1.458013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>28</td>\n",
       "      <td>17.262007</td>\n",
       "      <td>348.914231</td>\n",
       "      <td>504.399301</td>\n",
       "      <td>309.147167</td>\n",
       "      <td>4.910006</td>\n",
       "      <td>1.459667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>29</td>\n",
       "      <td>16.829208</td>\n",
       "      <td>315.576309</td>\n",
       "      <td>501.202746</td>\n",
       "      <td>300.652228</td>\n",
       "      <td>5.075249</td>\n",
       "      <td>1.489480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>30</td>\n",
       "      <td>18.262678</td>\n",
       "      <td>401.219355</td>\n",
       "      <td>480.902346</td>\n",
       "      <td>281.005128</td>\n",
       "      <td>4.650830</td>\n",
       "      <td>1.482336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>71</td>\n",
       "      <td>19.102273</td>\n",
       "      <td>362.674638</td>\n",
       "      <td>485.765851</td>\n",
       "      <td>281.277597</td>\n",
       "      <td>4.990192</td>\n",
       "      <td>1.511093</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>72</td>\n",
       "      <td>19.921252</td>\n",
       "      <td>333.024632</td>\n",
       "      <td>531.518876</td>\n",
       "      <td>246.129596</td>\n",
       "      <td>4.268510</td>\n",
       "      <td>1.499609</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>73</td>\n",
       "      <td>13.545866</td>\n",
       "      <td>377.600086</td>\n",
       "      <td>516.351479</td>\n",
       "      <td>392.250926</td>\n",
       "      <td>6.057792</td>\n",
       "      <td>1.509255</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>73</th>\n",
       "      <td>74</td>\n",
       "      <td>19.245959</td>\n",
       "      <td>362.575028</td>\n",
       "      <td>488.059801</td>\n",
       "      <td>281.784483</td>\n",
       "      <td>4.942879</td>\n",
       "      <td>1.483567</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>74</th>\n",
       "      <td>75</td>\n",
       "      <td>15.699081</td>\n",
       "      <td>378.482771</td>\n",
       "      <td>518.052419</td>\n",
       "      <td>381.365276</td>\n",
       "      <td>6.358783</td>\n",
       "      <td>1.448727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>76</td>\n",
       "      <td>16.442876</td>\n",
       "      <td>359.408690</td>\n",
       "      <td>503.158181</td>\n",
       "      <td>316.759028</td>\n",
       "      <td>3.963243</td>\n",
       "      <td>1.469796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>77</td>\n",
       "      <td>21.735322</td>\n",
       "      <td>381.965567</td>\n",
       "      <td>452.894035</td>\n",
       "      <td>245.417377</td>\n",
       "      <td>4.361053</td>\n",
       "      <td>1.492424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>78</td>\n",
       "      <td>19.203175</td>\n",
       "      <td>375.499723</td>\n",
       "      <td>480.465708</td>\n",
       "      <td>283.523143</td>\n",
       "      <td>5.416673</td>\n",
       "      <td>1.501615</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>79</td>\n",
       "      <td>22.058686</td>\n",
       "      <td>327.909265</td>\n",
       "      <td>473.589179</td>\n",
       "      <td>226.950433</td>\n",
       "      <td>4.199255</td>\n",
       "      <td>1.504559</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>80</td>\n",
       "      <td>19.740400</td>\n",
       "      <td>362.127769</td>\n",
       "      <td>463.708266</td>\n",
       "      <td>274.707785</td>\n",
       "      <td>3.344754</td>\n",
       "      <td>1.516044</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>81</td>\n",
       "      <td>16.445991</td>\n",
       "      <td>372.390144</td>\n",
       "      <td>503.068789</td>\n",
       "      <td>332.752485</td>\n",
       "      <td>3.778313</td>\n",
       "      <td>1.487740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>82</td>\n",
       "      <td>19.587956</td>\n",
       "      <td>348.125882</td>\n",
       "      <td>467.122626</td>\n",
       "      <td>284.558373</td>\n",
       "      <td>3.359034</td>\n",
       "      <td>1.496302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>83</td>\n",
       "      <td>15.622137</td>\n",
       "      <td>378.266619</td>\n",
       "      <td>555.540424</td>\n",
       "      <td>360.207495</td>\n",
       "      <td>3.662375</td>\n",
       "      <td>1.467731</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>84</td>\n",
       "      <td>18.213893</td>\n",
       "      <td>386.197317</td>\n",
       "      <td>465.483458</td>\n",
       "      <td>293.866860</td>\n",
       "      <td>4.303168</td>\n",
       "      <td>1.465991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>85</td>\n",
       "      <td>17.745399</td>\n",
       "      <td>328.714557</td>\n",
       "      <td>494.545570</td>\n",
       "      <td>285.675460</td>\n",
       "      <td>4.119186</td>\n",
       "      <td>1.517485</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>86</td>\n",
       "      <td>17.986565</td>\n",
       "      <td>378.695338</td>\n",
       "      <td>497.100752</td>\n",
       "      <td>282.068049</td>\n",
       "      <td>5.858580</td>\n",
       "      <td>1.484229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>87</td>\n",
       "      <td>16.782983</td>\n",
       "      <td>428.784068</td>\n",
       "      <td>456.904872</td>\n",
       "      <td>334.362651</td>\n",
       "      <td>4.040715</td>\n",
       "      <td>1.531549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>88</td>\n",
       "      <td>20.226598</td>\n",
       "      <td>397.499738</td>\n",
       "      <td>492.161417</td>\n",
       "      <td>266.962916</td>\n",
       "      <td>3.680470</td>\n",
       "      <td>1.499744</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>89</td>\n",
       "      <td>14.835448</td>\n",
       "      <td>391.618278</td>\n",
       "      <td>482.438887</td>\n",
       "      <td>380.360275</td>\n",
       "      <td>4.091547</td>\n",
       "      <td>1.519754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>90</td>\n",
       "      <td>20.375000</td>\n",
       "      <td>398.241173</td>\n",
       "      <td>486.725337</td>\n",
       "      <td>248.213310</td>\n",
       "      <td>4.950016</td>\n",
       "      <td>1.492409</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>91</td>\n",
       "      <td>21.410654</td>\n",
       "      <td>352.363524</td>\n",
       "      <td>488.617370</td>\n",
       "      <td>260.230508</td>\n",
       "      <td>2.889333</td>\n",
       "      <td>1.494431</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>92</td>\n",
       "      <td>18.532941</td>\n",
       "      <td>375.357658</td>\n",
       "      <td>461.780213</td>\n",
       "      <td>261.321278</td>\n",
       "      <td>4.759455</td>\n",
       "      <td>1.509392</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>93</td>\n",
       "      <td>16.879468</td>\n",
       "      <td>363.874656</td>\n",
       "      <td>511.213752</td>\n",
       "      <td>318.965399</td>\n",
       "      <td>2.940079</td>\n",
       "      <td>1.407605</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>94</td>\n",
       "      <td>16.300860</td>\n",
       "      <td>399.744056</td>\n",
       "      <td>483.829495</td>\n",
       "      <td>385.871060</td>\n",
       "      <td>4.804206</td>\n",
       "      <td>1.495702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>95</td>\n",
       "      <td>17.945762</td>\n",
       "      <td>365.593464</td>\n",
       "      <td>487.909285</td>\n",
       "      <td>316.927979</td>\n",
       "      <td>5.165938</td>\n",
       "      <td>1.520154</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>96</td>\n",
       "      <td>19.886441</td>\n",
       "      <td>384.422569</td>\n",
       "      <td>494.342311</td>\n",
       "      <td>272.940205</td>\n",
       "      <td>5.176970</td>\n",
       "      <td>1.468922</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>97</td>\n",
       "      <td>18.850413</td>\n",
       "      <td>371.015864</td>\n",
       "      <td>490.141643</td>\n",
       "      <td>289.253719</td>\n",
       "      <td>5.355170</td>\n",
       "      <td>1.479890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>98</td>\n",
       "      <td>17.622506</td>\n",
       "      <td>343.935328</td>\n",
       "      <td>465.696589</td>\n",
       "      <td>312.299252</td>\n",
       "      <td>5.748824</td>\n",
       "      <td>1.471010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>99</td>\n",
       "      <td>17.496910</td>\n",
       "      <td>340.065010</td>\n",
       "      <td>468.448375</td>\n",
       "      <td>317.465389</td>\n",
       "      <td>4.426566</td>\n",
       "      <td>1.490111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>100</td>\n",
       "      <td>17.833088</td>\n",
       "      <td>378.601695</td>\n",
       "      <td>498.554479</td>\n",
       "      <td>291.186600</td>\n",
       "      <td>4.327999</td>\n",
       "      <td>1.488099</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>100 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "    subj       fixN      locs_1      locs_2        durs     SCamp     Order\n",
       "0      1  20.111255  358.614732  503.261261  261.563758  4.716637  1.490191\n",
       "1      2  18.678184  390.035854  513.255800  278.929136  4.591678  1.451537\n",
       "2      3  22.074231  330.554968  528.876113  239.699789  4.042834  1.529951\n",
       "3      4  14.983831  359.590893  489.306375  375.258348  4.267996  1.505097\n",
       "4      5  17.091352  319.887995  494.665325  268.079974  4.861164  1.500000\n",
       "5      6  21.102854  411.610999  507.816347  251.191437  4.388973  1.512549\n",
       "6      7  15.823093  366.927160  476.032577  358.930791  3.584488  1.505297\n",
       "7      8  16.984122  380.904096  559.924573  284.358584  3.955553  1.455839\n",
       "8      9  18.113218  375.837574  473.612722  300.409195  5.003399  1.500000\n",
       "9     10  21.509710  390.911324  512.738639  253.976265  2.666991  1.501319\n",
       "10    11  16.350016  384.218391  442.349222  334.080144  4.905213  1.514557\n",
       "11    12  21.970801  341.346568  521.911983  236.739780  5.357596  1.503153\n",
       "12    13  18.513143  337.076176  514.667059  282.418571  5.013092  1.493714\n",
       "13    14  16.464000  342.541818  525.954050  300.983360  5.081243  1.503360\n",
       "14    15  23.065227  391.399590  490.356557  229.828584  4.354508  1.497329\n",
       "15    16  19.076775  371.618551  524.862419  254.892514  4.952547  1.487798\n",
       "16    17  20.079283  369.660528  460.380838  258.496491  4.868543  1.505329\n",
       "17    18  18.040036  387.537733  479.318668  291.050119  4.416725  1.503855\n",
       "18    19  18.232339  373.641267  542.843211  272.299330  4.534233  1.450974\n",
       "19    20  17.155041  382.368520  522.171850  322.000914  5.075178  1.494974\n",
       "20    21  18.446047  372.557932  490.349970  296.828621  4.838919  1.506059\n",
       "21    22  20.664823  382.710343  472.335827  249.236862  4.070699  1.487805\n",
       "22    23  20.277157  333.263281  460.004948  261.522589  4.433294  1.504061\n",
       "23    24  17.097163  380.565803  494.116796  319.259537  5.814752  1.477665\n",
       "24    25  20.439062  355.191979  534.081016  259.157812  3.770543  1.525521\n",
       "25    26  16.448933  332.207679  478.267780  332.051067  3.412411  1.500970\n",
       "26    27  20.437233  385.014895  519.277161  239.810703  4.452304  1.458013\n",
       "27    28  17.262007  348.914231  504.399301  309.147167  4.910006  1.459667\n",
       "28    29  16.829208  315.576309  501.202746  300.652228  5.075249  1.489480\n",
       "29    30  18.262678  401.219355  480.902346  281.005128  4.650830  1.482336\n",
       "..   ...        ...         ...         ...         ...       ...       ...\n",
       "70    71  19.102273  362.674638  485.765851  281.277597  4.990192  1.511093\n",
       "71    72  19.921252  333.024632  531.518876  246.129596  4.268510  1.499609\n",
       "72    73  13.545866  377.600086  516.351479  392.250926  6.057792  1.509255\n",
       "73    74  19.245959  362.575028  488.059801  281.784483  4.942879  1.483567\n",
       "74    75  15.699081  378.482771  518.052419  381.365276  6.358783  1.448727\n",
       "75    76  16.442876  359.408690  503.158181  316.759028  3.963243  1.469796\n",
       "76    77  21.735322  381.965567  452.894035  245.417377  4.361053  1.492424\n",
       "77    78  19.203175  375.499723  480.465708  283.523143  5.416673  1.501615\n",
       "78    79  22.058686  327.909265  473.589179  226.950433  4.199255  1.504559\n",
       "79    80  19.740400  362.127769  463.708266  274.707785  3.344754  1.516044\n",
       "80    81  16.445991  372.390144  503.068789  332.752485  3.778313  1.487740\n",
       "81    82  19.587956  348.125882  467.122626  284.558373  3.359034  1.496302\n",
       "82    83  15.622137  378.266619  555.540424  360.207495  3.662375  1.467731\n",
       "83    84  18.213893  386.197317  465.483458  293.866860  4.303168  1.465991\n",
       "84    85  17.745399  328.714557  494.545570  285.675460  4.119186  1.517485\n",
       "85    86  17.986565  378.695338  497.100752  282.068049  5.858580  1.484229\n",
       "86    87  16.782983  428.784068  456.904872  334.362651  4.040715  1.531549\n",
       "87    88  20.226598  397.499738  492.161417  266.962916  3.680470  1.499744\n",
       "88    89  14.835448  391.618278  482.438887  380.360275  4.091547  1.519754\n",
       "89    90  20.375000  398.241173  486.725337  248.213310  4.950016  1.492409\n",
       "90    91  21.410654  352.363524  488.617370  260.230508  2.889333  1.494431\n",
       "91    92  18.532941  375.357658  461.780213  261.321278  4.759455  1.509392\n",
       "92    93  16.879468  363.874656  511.213752  318.965399  2.940079  1.407605\n",
       "93    94  16.300860  399.744056  483.829495  385.871060  4.804206  1.495702\n",
       "94    95  17.945762  365.593464  487.909285  316.927979  5.165938  1.520154\n",
       "95    96  19.886441  384.422569  494.342311  272.940205  5.176970  1.468922\n",
       "96    97  18.850413  371.015864  490.141643  289.253719  5.355170  1.479890\n",
       "97    98  17.622506  343.935328  465.696589  312.299252  5.748824  1.471010\n",
       "98    99  17.496910  340.065010  468.448375  317.465389  4.426566  1.490111\n",
       "99   100  17.833088  378.601695  498.554479  291.186600  4.327999  1.488099\n",
       "\n",
       "[100 rows x 7 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "eye_file = eye_file.groupby([\"subj\"]).mean().reset_index()\n",
    "eye_file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "eye_file.to_csv(\"Eye_R.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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    "version": 3
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