From a0dbb7695f4239ef57b6fa6c385c818b759a02ef Mon Sep 17 00:00:00 2001 From: Ashwin Maran <amaran@wisc.edu> Date: Sun, 4 Dec 2022 15:36:51 -0600 Subject: [PATCH] add p13 --- p13/p13_expected.html | 8594 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 8594 insertions(+) create mode 100644 p13/p13_expected.html diff --git a/p13/p13_expected.html b/p13/p13_expected.html new file mode 100644 index 0000000..86f961a --- /dev/null +++ b/p13/p13_expected.html @@ -0,0 +1,8594 @@ +<html> + <body> + <h1>Question 1</h1> + <table border="1" class="dataframe" data-question="1"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>institution_name</th> + <th>international_students</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>Mcgill University</td> + <td>96.2</td> + </tr> + <tr> + <th>1</th> + <td>University Of Toronto</td> + <td>93.0</td> + </tr> + <tr> + <th>2</th> + <td>Simon Fraser University</td> + <td>91.5</td> + </tr> + <tr> + <th>3</th> + <td>University Of Waterloo</td> + <td>84.1</td> + </tr> + <tr> + <th>4</th> + <td>University Of Alberta</td> + <td>80.8</td> + </tr> + <tr> + <th>5</th> + <td>University Of British Columbia</td> + <td>79.3</td> + </tr> + <tr> + <th>6</th> + <td>Dalhousie University</td> + <td>73.4</td> + </tr> + <tr> + <th>7</th> + <td>Université De Montréal</td> + <td>61.8</td> + </tr> + <tr> + <th>8</th> + <td>University Of Calgary</td> + <td>61.2</td> + </tr> + <tr> + <th>9</th> + <td>University Of Ottawa</td> + <td>56.7</td> + </tr> + </tbody> + </table> + + <h1>Question 2</h1> + <table border="1" class="dataframe" data-question="2"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>institution_name</th> + <th>reputation</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>Harvard University</td> + <td>200.0</td> + </tr> + <tr> + <th>1</th> + <td>Massachusetts Institute Of Technology</td> + <td>200.0</td> + </tr> + <tr> + <th>2</th> + <td>Stanford University</td> + <td>200.0</td> + </tr> + <tr> + <th>3</th> + <td>University Of California, Berkeley</td> + <td>199.8</td> + </tr> + <tr> + <th>4</th> + <td>Yale University</td> + <td>199.6</td> + </tr> + <tr> + <th>5</th> + <td>University Of California, Los Angeles</td> + <td>199.1</td> + </tr> + <tr> + <th>6</th> + <td>Columbia University</td> + <td>197.1</td> + </tr> + <tr> + <th>7</th> + <td>Princeton University</td> + <td>196.6</td> + </tr> + <tr> + <th>8</th> + <td>University Of Chicago</td> + <td>190.3</td> + </tr> + <tr> + <th>9</th> + <td>Cornell University</td> + <td>189.2</td> + </tr> + </tbody> + </table> + + <h1>Question 3</h1> + <table border="1" class="dataframe" data-question="3"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>num_of_institutions</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>United States</td> + <td>74</td> + </tr> + <tr> + <th>1</th> + <td>United Kingdom</td> + <td>45</td> + </tr> + <tr> + <th>2</th> + <td>Germany</td> + <td>23</td> + </tr> + <tr> + <th>3</th> + <td>Australia</td> + <td>21</td> + </tr> + <tr> + <th>4</th> + <td>Canada</td> + <td>14</td> + </tr> + <tr> + <th>5</th> + <td>China</td> + <td>14</td> + </tr> + <tr> + <th>6</th> + <td>France</td> + <td>14</td> + </tr> + <tr> + <th>7</th> + <td>Japan</td> + <td>14</td> + </tr> + <tr> + <th>8</th> + <td>Netherlands</td> + <td>13</td> + </tr> + <tr> + <th>9</th> + <td>Russia</td> + <td>13</td> + </tr> + </tbody> + </table> + + <h1>Question 4</h1> + <table border="1" class="dataframe" data-question="4"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>num_of_institutions</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>United States</td> + <td>74</td> + </tr> + <tr> + <th>1</th> + <td>United Kingdom</td> + <td>45</td> + </tr> + <tr> + <th>2</th> + <td>Germany</td> + <td>23</td> + </tr> + <tr> + <th>3</th> + <td>Australia</td> + <td>21</td> + </tr> + <tr> + <th>4</th> + <td>Canada</td> + <td>14</td> + </tr> + <tr> + <th>5</th> + <td>China</td> + <td>14</td> + </tr> + <tr> + <th>6</th> + <td>France</td> + <td>14</td> + </tr> + <tr> + <th>7</th> + <td>Japan</td> + <td>14</td> + </tr> + <tr> + <th>8</th> + <td>Netherlands</td> + <td>13</td> + </tr> + <tr> + <th>9</th> + <td>Russia</td> + <td>13</td> + </tr> + <tr> + <th>10</th> + <td>Other</td> + <td>155</td> + </tr> + </tbody> + </table> + + <h1>Question 5</h1> + <table border="1" class="dataframe" data-question="5"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>total_score</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>United States</td> + <td>4298.4</td> + </tr> + <tr> + <th>1</th> + <td>United Kingdom</td> + <td>2539.2</td> + </tr> + <tr> + <th>2</th> + <td>Germany</td> + <td>1098.2</td> + </tr> + <tr> + <th>3</th> + <td>Australia</td> + <td>1093.8</td> + </tr> + <tr> + <th>4</th> + <td>Japan</td> + <td>752.9</td> + </tr> + <tr> + <th>5</th> + <td>China</td> + <td>743.4</td> + </tr> + <tr> + <th>6</th> + <td>Canada</td> + <td>705.3</td> + </tr> + <tr> + <th>7</th> + <td>Netherlands</td> + <td>674.9</td> + </tr> + <tr> + <th>8</th> + <td>South Korea</td> + <td>612.8</td> + </tr> + <tr> + <th>9</th> + <td>France</td> + <td>595.2</td> + </tr> + </tbody> + </table> + + <h1>Question 7</h1> + <table border="1" class="dataframe" data-question="7"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>institution_name</th> + <th>international_score</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>Massachusetts Institute Of Technology</td> + <td>194.1</td> + </tr> + <tr> + <th>1</th> + <td>California Institute Of Technology</td> + <td>186.7</td> + </tr> + <tr> + <th>2</th> + <td>Carnegie Mellon University</td> + <td>183.5</td> + </tr> + <tr> + <th>3</th> + <td>Rice University</td> + <td>180.4</td> + </tr> + <tr> + <th>4</th> + <td>Northeastern University</td> + <td>179.1</td> + </tr> + <tr> + <th>5</th> + <td>Stanford University</td> + <td>167.5</td> + </tr> + <tr> + <th>6</th> + <td>Cornell University</td> + <td>166.1</td> + </tr> + <tr> + <th>7</th> + <td>Purdue University</td> + <td>158.2</td> + </tr> + <tr> + <th>8</th> + <td>University Of Rochester</td> + <td>157.9</td> + </tr> + <tr> + <th>9</th> + <td>University Of Chicago</td> + <td>151.2</td> + </tr> + </tbody> + </table> + + <h1>Question 8</h1> + <table border="1" class="dataframe" data-question="8"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>citations_per_faculty</th> + <th>overall_score</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>99.9</td> + <td>100.0</td> + </tr> + <tr> + <th>1</th> + <td>99.4</td> + <td>98.7</td> + </tr> + <tr> + <th>2</th> + <td>99.9</td> + <td>98.4</td> + </tr> + <tr> + <th>3</th> + <td>100.0</td> + <td>97.7</td> + </tr> + <tr> + <th>4</th> + <td>78.3</td> + <td>95.6</td> + </tr> + <tr> + <th>5</th> + <td>76.3</td> + <td>95.3</td> + </tr> + <tr> + <th>6</th> + <td>74.7</td> + <td>94.6</td> + </tr> + <tr> + <th>7</th> + <td>68.7</td> + <td>93.7</td> + </tr> + <tr> + <th>8</th> + <td>85.9</td> + <td>93.5</td> + </tr> + <tr> + <th>9</th> + <td>98.7</td> + <td>93.3</td> + </tr> + <tr> + <th>10</th> + <td>83.3</td> + <td>92.2</td> + </tr> + <tr> + <th>11</th> + <td>99.2</td> + <td>91.2</td> + </tr> + <tr> + <th>12</th> + <td>100.0</td> + <td>91.0</td> + </tr> + <tr> + <th>13</th> + <td>96.2</td> + <td>90.7</td> + </tr> + <tr> + <th>14</th> + <td>66.2</td> + <td>90.5</td> + </tr> + <tr> + <th>15</th> + <td>63.2</td> + <td>90.4</td> + </tr> + <tr> + <th>16</th> + <td>83.9</td> + <td>89.8</td> + </tr> + <tr> + <th>17</th> + <td>62.3</td> + <td>88.9</td> + </tr> + <tr> + <th>18</th> + <td>67.4</td> + <td>88.7</td> + </tr> + <tr> + <th>19</th> + <td>85.6</td> + <td>87.1</td> + </tr> + <tr> + <th>20</th> + <td>91.4</td> + <td>87.0</td> + </tr> + <tr> + <th>21</th> + <td>66.7</td> + <td>87.0</td> + </tr> + <tr> + <th>22</th> + <td>64.8</td> + <td>86.9</td> + </tr> + <tr> + <th>23</th> + <td>55.5</td> + <td>86.9</td> + </tr> + <tr> + <th>24</th> + <td>75.3</td> + <td>85.6</td> + </tr> + <tr> + <th>25</th> + <td>46.3</td> + <td>85.5</td> + </tr> + <tr> + <th>26</th> + <td>99.3</td> + <td>84.9</td> + </tr> + <tr> + <th>27</th> + <td>75.4</td> + <td>84.8</td> + </tr> + <tr> + <th>28</th> + <td>73.3</td> + <td>84.8</td> + </tr> + <tr> + <th>29</th> + <td>87.7</td> + <td>84.3</td> + </tr> + <tr> + <th>30</th> + <td>50.0</td> + <td>84.0</td> + </tr> + <tr> + <th>31</th> + <td>61.4</td> + <td>83.9</td> + </tr> + <tr> + <th>32</th> + <td>97.5</td> + <td>83.6</td> + </tr> + <tr> + <th>33</th> + <td>47.5</td> + <td>83.0</td> + </tr> + <tr> + <th>34</th> + <td>71.7</td> + <td>81.8</td> + </tr> + <tr> + <th>35</th> + <td>56.4</td> + <td>81.5</td> + </tr> + <tr> + <th>36</th> + <td>70.6</td> + <td>81.5</td> + </tr> + <tr> + <th>37</th> + <td>61.7</td> + <td>80.8</td> + </tr> + <tr> + <th>38</th> + <td>90.3</td> + <td>80.8</td> + </tr> + <tr> + <th>39</th> + <td>63.7</td> + <td>80.6</td> + </tr> + <tr> + <th>40</th> + <td>99.5</td> + <td>80.4</td> + </tr> + <tr> + <th>41</th> + <td>77.2</td> + <td>80.4</td> + </tr> + <tr> + <th>42</th> + <td>100.0</td> + <td>79.9</td> + </tr> + <tr> + <th>43</th> + <td>56.4</td> + <td>79.5</td> + </tr> + <tr> + <th>44</th> + <td>79.8</td> + <td>78.9</td> + </tr> + <tr> + <th>45</th> + <td>50.7</td> + <td>78.8</td> + </tr> + <tr> + <th>46</th> + <td>95.6</td> + <td>78.6</td> + </tr> + <tr> + <th>47</th> + <td>83.4</td> + <td>78.6</td> + </tr> + <tr> + <th>48</th> + <td>91.5</td> + <td>78.4</td> + </tr> + <tr> + <th>49</th> + <td>70.3</td> + <td>78.0</td> + </tr> + <tr> + <th>50</th> + <td>63.7</td> + <td>77.9</td> + </tr> + <tr> + <th>51</th> + <td>23.4</td> + <td>77.3</td> + </tr> + <tr> + <th>52</th> + <td>92.5</td> + <td>76.5</td> + </tr> + <tr> + <th>53</th> + <td>91.6</td> + <td>76.1</td> + </tr> + <tr> + <th>54</th> + <td>54.2</td> + <td>75.8</td> + </tr> + <tr> + <th>55</th> + <td>62.4</td> + <td>74.8</td> + </tr> + <tr> + <th>56</th> + 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<td>31.6</td> + <td>35.4</td> + </tr> + <tr> + <th>330</th> + <td>2.9</td> + <td>35.3</td> + </tr> + <tr> + <th>331</th> + <td>1.8</td> + <td>35.3</td> + </tr> + <tr> + <th>332</th> + <td>12.0</td> + <td>35.3</td> + </tr> + <tr> + <th>333</th> + <td>1.6</td> + <td>35.1</td> + </tr> + <tr> + <th>334</th> + <td>7.0</td> + <td>35.1</td> + </tr> + <tr> + <th>335</th> + <td>1.3</td> + <td>35.0</td> + </tr> + <tr> + <th>336</th> + <td>1.1</td> + <td>34.9</td> + </tr> + <tr> + <th>337</th> + <td>23.4</td> + <td>34.8</td> + </tr> + <tr> + <th>338</th> + <td>43.4</td> + <td>34.7</td> + </tr> + <tr> + <th>339</th> + <td>100.0</td> + <td>34.7</td> + </tr> + <tr> + <th>340</th> + <td>20.1</td> + <td>34.6</td> + </tr> + <tr> + <th>341</th> + <td>46.2</td> + <td>34.6</td> + </tr> + <tr> + <th>342</th> + <td>37.5</td> + <td>34.2</td> + </tr> + <tr> + <th>343</th> + <td>58.6</td> + <td>34.0</td> + </tr> + <tr> + <th>344</th> + <td>38.5</td> + <td>34.0</td> + </tr> + <tr> + <th>345</th> + <td>49.8</td> + <td>33.9</td> + </tr> + <tr> + <th>346</th> + <td>40.1</td> + <td>33.9</td> + </tr> + <tr> + <th>347</th> + <td>74.4</td> + <td>33.9</td> + </tr> + <tr> + <th>348</th> + <td>7.9</td> + <td>33.8</td> + </tr> + <tr> + <th>349</th> + <td>3.8</td> + <td>33.8</td> + </tr> + <tr> + <th>350</th> + <td>15.2</td> + <td>33.6</td> + </tr> + <tr> + <th>351</th> + <td>49.2</td> + <td>33.5</td> + </tr> + <tr> + <th>352</th> + <td>33.8</td> + <td>33.5</td> + </tr> + <tr> + <th>353</th> + <td>29.9</td> + <td>33.5</td> + </tr> + <tr> + <th>354</th> + <td>6.9</td> + <td>33.4</td> + </tr> + <tr> + <th>355</th> + <td>9.2</td> + <td>33.4</td> + </tr> + <tr> + <th>356</th> + <td>74.5</td> + <td>33.3</td> + </tr> + <tr> + <th>357</th> + <td>51.2</td> + <td>33.3</td> + </tr> + <tr> + <th>358</th> + <td>20.2</td> + <td>33.3</td> + </tr> + <tr> + <th>359</th> + <td>28.5</td> + <td>33.2</td> + </tr> + <tr> + <th>360</th> + <td>13.5</td> + <td>33.1</td> + </tr> + <tr> + <th>361</th> + <td>52.9</td> + <td>33.1</td> + </tr> + <tr> + <th>362</th> + <td>20.5</td> + <td>33.1</td> + </tr> + <tr> + <th>363</th> + <td>1.2</td> + <td>33.0</td> + </tr> + <tr> + <th>364</th> + <td>78.2</td> + <td>33.0</td> + </tr> + <tr> + <th>365</th> + <td>33.7</td> + <td>33.0</td> + </tr> + <tr> + <th>366</th> + <td>56.8</td> + <td>32.9</td> + </tr> + <tr> + <th>367</th> + <td>23.9</td> + <td>32.9</td> + </tr> + <tr> + <th>368</th> + <td>2.1</td> + <td>32.9</td> + </tr> + <tr> + <th>369</th> + <td>10.0</td> + <td>32.9</td> + </tr> + <tr> + <th>370</th> + <td>44.1</td> + <td>32.9</td> + </tr> + <tr> + <th>371</th> + <td>34.9</td> + <td>32.8</td> + </tr> + <tr> + <th>372</th> + <td>40.2</td> + <td>32.5</td> + </tr> + <tr> + <th>373</th> + <td>1.0</td> + <td>32.5</td> + </tr> + <tr> + <th>374</th> + <td>3.9</td> + <td>32.5</td> + </tr> + <tr> + <th>375</th> + <td>15.9</td> + <td>32.5</td> + </tr> + <tr> + <th>376</th> + <td>24.5</td> + <td>32.5</td> + </tr> + <tr> + <th>377</th> + <td>30.8</td> + <td>32.4</td> + </tr> + <tr> + <th>378</th> + <td>26.9</td> + <td>32.2</td> + </tr> + <tr> + <th>379</th> + <td>24.7</td> + <td>32.1</td> + </tr> + <tr> + <th>380</th> + <td>42.3</td> + <td>32.0</td> + </tr> + <tr> + <th>381</th> + <td>1.5</td> + <td>31.9</td> + </tr> + <tr> + <th>382</th> + <td>43.3</td> + <td>31.9</td> + </tr> + <tr> + <th>383</th> + <td>26.0</td> + <td>31.6</td> + </tr> + <tr> + <th>384</th> + <td>21.8</td> + <td>31.5</td> + </tr> + <tr> + <th>385</th> + <td>2.4</td> + <td>31.3</td> + </tr> + <tr> + <th>386</th> + <td>21.5</td> + <td>31.3</td> + </tr> + <tr> + <th>387</th> + <td>52.2</td> + <td>31.2</td> + </tr> + <tr> + <th>388</th> + <td>32.0</td> + <td>31.2</td> + </tr> + <tr> + <th>389</th> + <td>11.7</td> + <td>31.1</td> + </tr> + <tr> + <th>390</th> + <td>17.3</td> + <td>31.0</td> + </tr> + <tr> + <th>391</th> + <td>40.3</td> + <td>31.0</td> + </tr> + <tr> + <th>392</th> + <td>38.2</td> + <td>31.0</td> + </tr> + <tr> + <th>393</th> + <td>18.8</td> + <td>30.8</td> + </tr> + <tr> + <th>394</th> + <td>5.1</td> + <td>30.7</td> + </tr> + <tr> + <th>395</th> + <td>49.7</td> + <td>30.7</td> + </tr> + <tr> + <th>396</th> + <td>2.1</td> + <td>30.6</td> + </tr> + <tr> + <th>397</th> + <td>19.7</td> + <td>30.5</td> + </tr> + <tr> + <th>398</th> + <td>20.1</td> + <td>30.5</td> + </tr> + <tr> + <th>399</th> + <td>18.7</td> + <td>30.5</td> + </tr> + </tbody> + </table> + + <h1>Question 9</h1> + <table border="1" class="dataframe" data-question="9"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>academic_reputation</th> + <th>employer_reputation</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>100.0</td> + <td>100.0</td> + </tr> + <tr> + <th>1</th> + <td>100.0</td> + <td>100.0</td> + </tr> + <tr> + <th>2</th> + <td>100.0</td> + <td>100.0</td> + </tr> + <tr> + <th>3</th> + <td>98.7</td> + <td>81.2</td> + </tr> + <tr> + <th>4</th> + <td>99.6</td> + <td>90.7</td> + </tr> + <tr> + <th>5</th> + <td>99.9</td> + <td>96.7</td> + </tr> + <tr> + <th>6</th> + <td>98.7</td> + <td>90.5</td> + </tr> + <tr> + <th>7</th> + <td>99.9</td> + <td>99.7</td> + </tr> + <tr> + <th>8</th> + <td>99.7</td> + <td>97.4</td> + </tr> + <tr> + <th>9</th> + <td>95.4</td> + <td>92.6</td> + </tr> + <tr> + <th>10</th> + <td>98.9</td> + <td>90.2</td> + </tr> + <tr> + <th>11</th> + <td>89.7</td> + <td>56.9</td> + </tr> + <tr> + <th>12</th> + <td>88.2</td> + <td>74.7</td> + </tr> + <tr> + <th>13</th> + <td>100.0</td> + <td>99.8</td> + </tr> + <tr> + <th>14</th> + <td>100.0</td> + <td>99.1</td> + </tr> + <tr> + <th>15</th> + <td>85.0</td> + <td>73.1</td> + </tr> + <tr> + <th>16</th> + <td>91.7</td> + <td>56.1</td> + </tr> + <tr> + <th>17</th> + <td>95.6</td> + <td>91.3</td> + </tr> + <tr> + <th>18</th> + <td>78.5</td> + <td>79.0</td> + </tr> + <tr> + <th>19</th> + <td>88.5</td> + <td>51.2</td> + </tr> + <tr> + <th>20</th> + <td>62.5</td> + <td>52.7</td> + </tr> + <tr> + <th>21</th> + <td>93.8</td> + <td>78.1</td> + </tr> + <tr> + <th>22</th> + <td>85.0</td> + <td>46.5</td> + </tr> + <tr> + <th>23</th> + <td>73.5</td> + <td>74.6</td> + </tr> + <tr> + <th>24</th> + <td>89.1</td> + <td>53.6</td> + </tr> + <tr> + <th>25</th> + <td>68.1</td> + <td>43.1</td> + </tr> + <tr> + <th>26</th> + <td>38.7</td> + <td>18.5</td> + </tr> + <tr> + <th>27</th> + <td>64.8</td> + <td>55.6</td> + </tr> + <tr> + <th>28</th> + <td>62.4</td> + <td>66.0</td> + </tr> + <tr> + <th>29</th> + <td>77.7</td> + <td>70.4</td> + </tr> + <tr> + <th>30</th> + <td>65.7</td> + <td>60.7</td> + </tr> + <tr> + <th>31</th> + <td>71.4</td> + <td>40.4</td> + </tr> + <tr> + <th>32</th> + <td>43.4</td> + <td>18.7</td> + </tr> + <tr> + <th>33</th> + <td>57.0</td> + <td>51.4</td> + </tr> + <tr> + <th>34</th> + <td>54.8</td> + <td>29.1</td> + </tr> + <tr> + <th>35</th> + <td>64.6</td> + <td>16.7</td> + </tr> + <tr> + <th>36</th> + <td>44.5</td> + <td>20.5</td> + </tr> + <tr> + <th>37</th> + <td>61.4</td> + <td>54.8</td> + </tr> + <tr> + <th>38</th> + <td>27.2</td> + <td>12.3</td> + </tr> + <tr> + <th>39</th> + <td>66.9</td> + <td>25.6</td> + </tr> + <tr> + <th>40</th> + <td>46.1</td> + <td>21.6</td> + </tr> + <tr> + <th>41</th> + <td>48.2</td> + <td>35.7</td> + </tr> + <tr> + <th>42</th> + <td>21.9</td> + <td>34.5</td> + </tr> + <tr> + <th>43</th> + <td>24.4</td> + <td>9.3</td> + </tr> + <tr> + <th>44</th> + <td>20.6</td> + <td>11.3</td> + </tr> + <tr> + <th>45</th> + <td>37.5</td> + <td>30.0</td> + </tr> + <tr> + <th>46</th> + <td>38.6</td> + <td>40.1</td> + </tr> + <tr> + <th>47</th> + <td>29.1</td> + <td>20.0</td> + </tr> + <tr> + <th>48</th> + <td>59.1</td> + <td>48.0</td> + </tr> + <tr> + <th>49</th> + <td>41.6</td> + <td>27.0</td> + </tr> + <tr> + <th>50</th> + <td>30.3</td> + <td>30.8</td> + </tr> + <tr> + <th>51</th> + <td>46.4</td> + <td>28.9</td> + </tr> + <tr> + <th>52</th> + <td>35.1</td> + <td>38.7</td> + </tr> + <tr> + <th>53</th> + <td>19.8</td> + <td>14.2</td> + </tr> + <tr> + <th>54</th> + <td>21.1</td> + <td>16.9</td> + </tr> + <tr> + <th>55</th> + <td>40.1</td> + <td>22.5</td> + </tr> + <tr> + <th>56</th> + <td>44.8</td> + <td>16.1</td> + </tr> + <tr> + <th>57</th> + <td>32.0</td> + <td>12.7</td> + </tr> + <tr> + <th>58</th> + <td>39.4</td> + <td>25.9</td> + </tr> + <tr> + <th>59</th> + <td>19.8</td> + <td>5.4</td> + </tr> + <tr> + <th>60</th> + <td>3.3</td> + <td>2.9</td> + </tr> + <tr> + <th>61</th> + <td>20.1</td> + <td>11.0</td> + </tr> + <tr> + <th>62</th> + <td>42.7</td> + <td>31.2</td> + </tr> + <tr> + <th>63</th> + <td>18.8</td> + <td>22.2</td> + </tr> + <tr> + <th>64</th> + <td>20.1</td> + <td>15.1</td> + </tr> + <tr> + <th>65</th> + <td>31.4</td> + <td>32.3</td> + </tr> + <tr> + <th>66</th> + <td>28.2</td> + <td>24.9</td> + </tr> + <tr> + <th>67</th> + <td>11.9</td> + <td>12.4</td> + </tr> + <tr> + <th>68</th> + <td>16.4</td> + <td>6.9</td> + </tr> + <tr> + <th>69</th> + <td>22.1</td> + <td>7.2</td> + </tr> + <tr> + <th>70</th> + <td>16.6</td> + <td>12.2</td> + </tr> + <tr> + <th>71</th> + <td>16.7</td> + <td>7.4</td> + </tr> + <tr> + <th>72</th> + <td>23.4</td> + <td>29.4</td> + </tr> + <tr> + <th>73</th> + <td>18.2</td> + <td>22.8</td> + </tr> + <tr> + <th>74</th> + <td>6.5</td> + <td>6.8</td> + </tr> + <tr> + <th>75</th> + <td>28.5</td> + <td>19.5</td> + </tr> + <tr> + <th>76</th> + <td>8.3</td> + <td>6.8</td> + </tr> + </tbody> + </table> + + <h1>Question 10</h1> + <table border="1" class="dataframe" data-question="10"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>international_students</th> + <th>faculty_student_score</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>64.7</td> + <td>77.4</td> + </tr> + <tr> + <th>1</th> + <td>99.8</td> + <td>37.5</td> + </tr> + <tr> + <th>2</th> + <td>92.5</td> + <td>26.2</td> + </tr> + <tr> + <th>3</th> + <td>20.6</td> + <td>94.2</td> + </tr> + <tr> + <th>4</th> + <td>37.5</td> + <td>11.8</td> + </tr> + <tr> + <th>5</th> + <td>3.7</td> + <td>25.2</td> + </tr> + <tr> + <th>6</th> + <td>66.2</td> + <td>94.9</td> + </tr> + <tr> + <th>7</th> + <td>93.0</td> + <td>71.5</td> + </tr> + <tr> + <th>8</th> + <td>4.2</td> + <td>28.6</td> + </tr> + <tr> + <th>9</th> + <td>30.1</td> + <td>92.4</td> + </tr> + <tr> + <th>10</th> + <td>3.1</td> + <td>27.6</td> + </tr> + <tr> + <th>11</th> + <td>46.6</td> + <td>43.2</td> + </tr> + <tr> + <th>12</th> + <td>29.4</td> + <td>100.0</td> + </tr> + <tr> + <th>13</th> + <td>3.8</td> + <td>43.7</td> + </tr> + <tr> + <th>14</th> + <td>23.3</td> + <td>82.7</td> + </tr> + <tr> + <th>15</th> + <td>6.8</td> + <td>66.8</td> + </tr> + <tr> + <th>16</th> + <td>72.1</td> + <td>100.0</td> + </tr> + <tr> + <th>17</th> + <td>76.8</td> + <td>89.1</td> + </tr> + <tr> + <th>18</th> + <td>99.1</td> + <td>87.2</td> + </tr> + <tr> + <th>19</th> + <td>1.6</td> + <td>45.8</td> + </tr> + <tr> + <th>20</th> + <td>5.0</td> + <td>43.4</td> + </tr> + <tr> + <th>21</th> + <td>93.5</td> + <td>35.8</td> + </tr> + <tr> + <th>22</th> + <td>11.6</td> + <td>77.9</td> + </tr> + <tr> + <th>23</th> + <td>54.5</td> + <td>6.3</td> + </tr> + <tr> + <th>24</th> + <td>26.2</td> + <td>93.3</td> + </tr> + <tr> + <th>25</th> + <td>26.1</td> + <td>98.6</td> + </tr> + <tr> + <th>26</th> + <td>64.6</td> + <td>63.1</td> + </tr> + <tr> + <th>27</th> + <td>96.2</td> + <td>24.3</td> + </tr> + <tr> + <th>28</th> + <td>57.2</td> + <td>90.7</td> + </tr> + <tr> + <th>29</th> + <td>4.3</td> + <td>57.6</td> + </tr> + <tr> + <th>30</th> + <td>87.8</td> + <td>46.4</td> + </tr> + <tr> + <th>31</th> + <td>91.8</td> + <td>25.0</td> + </tr> + <tr> + <th>32</th> + <td>30.5</td> + <td>77.7</td> + </tr> + <tr> + <th>33</th> + <td>7.6</td> + <td>74.5</td> + </tr> + <tr> + <th>34</th> + <td>NaN</td> + <td>96.4</td> + </tr> + <tr> + <th>35</th> + <td>1.5</td> + <td>62.0</td> + </tr> + <tr> + <th>36</th> + <td>17.6</td> + <td>59.3</td> + </tr> + <tr> + <th>37</th> + <td>32.5</td> + <td>15.6</td> + </tr> + <tr> + <th>38</th> + <td>98.3</td> + <td>66.4</td> + </tr> + <tr> + <th>39</th> + <td>56.1</td> + <td>99.7</td> + </tr> + <tr> + <th>40</th> + <td>60.6</td> + <td>71.3</td> + </tr> + <tr> + <th>41</th> + <td>74.2</td> + <td>93.9</td> + </tr> + <tr> + <th>42</th> + <td>40.9</td> + <td>28.3</td> + </tr> + <tr> + <th>43</th> + <td>11.9</td> + <td>88.0</td> + </tr> + <tr> + <th>44</th> + <td>33.8</td> + <td>32.5</td> + </tr> + <tr> + <th>45</th> + <td>70.1</td> + <td>50.1</td> + </tr> + <tr> + <th>46</th> + <td>98.0</td> + <td>85.0</td> + </tr> + <tr> + <th>47</th> + <td>30.4</td> + <td>41.9</td> + </tr> + <tr> + <th>48</th> + <td>2.5</td> + <td>25.6</td> + </tr> + <tr> + <th>49</th> + <td>55.6</td> + <td>77.3</td> + </tr> + <tr> + <th>50</th> + <td>98.5</td> + <td>100.0</td> + </tr> + <tr> + <th>51</th> + <td>94.1</td> + <td>100.0</td> + </tr> + </tbody> + </table> + + <h1>Question 13</h1> + <table border="1" class="dataframe" data-question="13"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>sum_inter_citations</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>United States</td> + <td>2623.8207</td> + </tr> + <tr> + <th>1</th> + <td>United Kingdom</td> + <td>2347.1602</td> + </tr> + <tr> + <th>2</th> + <td>Australia</td> + <td>1255.5530</td> + </tr> + <tr> + <th>3</th> + <td>Netherlands</td> + <td>748.4268</td> + </tr> + <tr> + <th>4</th> + <td>Canada</td> + <td>724.5029</td> + </tr> + <tr> + <th>5</th> + <td>Switzerland</td> + <td>561.8790</td> + </tr> + <tr> + <th>6</th> + <td>China</td> + <td>482.2577</td> + </tr> + <tr> + <th>7</th> + <td>Germany</td> + <td>455.5466</td> + </tr> + <tr> + <th>8</th> + <td>Hong Kong</td> + <td>375.3032</td> + </tr> + <tr> + <th>9</th> + <td>New Zealand</td> + <td>327.3357</td> + </tr> + <tr> + <th>10</th> + <td>Sweden</td> + <td>305.3745</td> + </tr> + <tr> + <th>11</th> + <td>Belgium</td> + <td>255.0750</td> + </tr> + <tr> + <th>12</th> + <td>France</td> + <td>198.0860</td> + </tr> + <tr> + <th>13</th> + <td>Denmark</td> + <td>186.4904</td> + </tr> + <tr> + <th>14</th> + <td>Singapore</td> + <td>160.3000</td> + </tr> + </tbody> + </table> + + <h1>Question 14</h1> + <table border="1" class="dataframe" data-question="14"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>avg_inter_citations</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>Singapore</td> + <td>80.150000</td> + </tr> + <tr> + <th>1</th> + <td>Switzerland</td> + <td>75.497000</td> + </tr> + <tr> + <th>2</th> + <td>Hong Kong</td> + <td>62.550533</td> + </tr> + <tr> + <th>3</th> + <td>Australia</td> + <td>61.362388</td> + </tr> + <tr> + <th>4</th> + <td>Netherlands</td> + <td>56.166733</td> + </tr> + <tr> + <th>5</th> + <td>New Zealand</td> + <td>53.226220</td> + </tr> + <tr> + <th>6</th> + <td>United Kingdom</td> + <td>52.889084</td> + </tr> + <tr> + <th>7</th> + <td>Canada</td> + <td>50.779723</td> + </tr> + <tr> + <th>8</th> + <td>Denmark</td> + <td>46.196200</td> + </tr> + <tr> + <th>9</th> + <td>Norway</td> + <td>46.083300</td> + </tr> + <tr> + <th>10</th> + <td>Sweden</td> + <td>45.522983</td> + </tr> + <tr> + <th>11</th> + <td>Ireland</td> + <td>40.810833</td> + </tr> + <tr> + <th>12</th> + <td>Belgium</td> + <td>39.861500</td> + </tr> + <tr> + <th>13</th> + <td>United States</td> + <td>38.357020</td> + </tr> + <tr> + <th>14</th> + <td>China</td> + <td>37.164742</td> + </tr> + <tr> + <th>15</th> + <td>Israel</td> + <td>36.224833</td> + </tr> + <tr> + <th>16</th> + <td>Finland</td> + <td>32.759067</td> + </tr> + <tr> + <th>17</th> + <td>South Africa</td> + <td>31.579800</td> + </tr> + <tr> + <th>18</th> + <td>Austria</td> + <td>31.025500</td> + </tr> + <tr> + <th>19</th> + <td>Saudi Arabia</td> + <td>24.431567</td> + </tr> + <tr> + <th>20</th> + <td>Germany</td> + <td>19.839767</td> + </tr> + <tr> + <th>21</th> + <td>France</td> + <td>16.605891</td> + </tr> + <tr> + <th>22</th> + <td>South Korea</td> + <td>14.925775</td> + </tr> + <tr> + <th>23</th> + <td>Taiwan</td> + <td>13.880733</td> + </tr> + <tr> + <th>24</th> + <td>Lebanon</td> + <td>13.756600</td> + </tr> + <tr> + <th>25</th> + <td>Malaysia</td> + <td>9.417440</td> + </tr> + <tr> + <th>26</th> + <td>Italy</td> + <td>8.174883</td> + </tr> + <tr> + <th>27</th> + <td>Japan</td> + <td>7.546055</td> + </tr> + <tr> + <th>28</th> + <td>Spain</td> + <td>7.496975</td> + </tr> + <tr> + <th>29</th> + <td>Brazil</td> + <td>3.194100</td> + </tr> + <tr> + <th>30</th> + <td>India</td> + <td>2.952050</td> + </tr> + <tr> + <th>31</th> + <td>Mexico</td> + <td>2.350200</td> + </tr> + <tr> + <th>32</th> + <td>Chile</td> + <td>1.985200</td> + </tr> + <tr> + <th>33</th> + <td>Indonesia</td> + <td>1.690200</td> + </tr> + <tr> + <th>34</th> + <td>Thailand</td> + <td>1.365900</td> + </tr> + <tr> + <th>35</th> + <td>Argentina</td> + <td>1.335000</td> + </tr> + <tr> + <th>36</th> + <td>Colombia</td> + <td>1.329300</td> + </tr> + <tr> + <th>37</th> + <td>Russia</td> + <td>0.626680</td> + </tr> + <tr> + <th>38</th> + <td>Kazakhstan</td> + <td>0.412800</td> + </tr> + </tbody> + </table> + + <h1>Question 15</h1> + <table border="1" class="dataframe" data-question="15"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>institution_name</th> + <th>max_inter_citations</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>United States</td> + <td>Massachusetts Institute Of Technology</td> + <td>99.8000</td> + </tr> + <tr> + <th>1</th> + <td>Switzerland</td> + <td>Ecole Polytechnique Fédérale De Lausanne</td> + <td>98.9000</td> + </tr> + <tr> + <th>2</th> + <td>Netherlands</td> + <td>Eindhoven University Of Technology</td> + <td>95.4493</td> + </tr> + <tr> + <th>3</th> + <td>United Kingdom</td> + <td>London School Of Economics And Political Science</td> + <td>91.1000</td> + </tr> + <tr> + <th>4</th> + <td>Hong Kong</td> + <td>The Hong Kong University Of Science And Technology</td> + <td>89.5000</td> + </tr> + <tr> + <th>5</th> + <td>Singapore</td> + <td>Nanyang Technological University</td> + <td>88.8000</td> + </tr> + <tr> + <th>6</th> + <td>Australia</td> + <td>The University Of Western Australia</td> + <td>88.3000</td> + </tr> + <tr> + <th>7</th> + <td>Belgium</td> + <td>Katholieke Universiteit Leuven</td> + <td>76.7700</td> + </tr> + <tr> + <th>8</th> + <td>New Zealand</td> + <td>University Of Waikato</td> + <td>73.6434</td> + </tr> + <tr> + <th>9</th> + <td>Canada</td> + <td>Western University</td> + <td>72.3240</td> + </tr> + <tr> + <th>10</th> + <td>Sweden</td> + <td>Chalmers University Of Technology</td> + <td>70.7608</td> + </tr> + <tr> + <th>11</th> + <td>Denmark</td> + <td>Technical University Of Denmark</td> + <td>65.5705</td> + </tr> + <tr> + <th>12</th> + <td>France</td> + <td>Ecole Polytechnique</td> + <td>63.1176</td> + </tr> + <tr> + <th>13</th> + <td>Finland</td> + <td>Aalto University</td> + <td>62.9799</td> + </tr> + <tr> + <th>14</th> + <td>China</td> + <td>Zhejiang University</td> + <td>60.9606</td> + </tr> + <tr> + <th>15</th> + <td>Austria</td> + <td>Technische Universität Wien</td> + <td>59.0250</td> + </tr> + <tr> + <th>16</th> + <td>Ireland</td> + <td>Trinity College Dublin</td> + <td>56.5160</td> + </tr> + <tr> + <th>17</th> + <td>Norway</td> + <td>University Of Bergen</td> + <td>53.8688</td> + </tr> + <tr> + <th>18</th> + <td>Israel</td> + <td>Technion - Israel Institute Of Technology</td> + <td>44.4800</td> + </tr> + <tr> + <th>19</th> + <td>Macau</td> + <td>University Of Macau</td> + <td>43.9000</td> + </tr> + <tr> + <th>20</th> + <td>Germany</td> + <td>Kit, Karlsruher Institut Für Technologie</td> + <td>43.5600</td> + </tr> + <tr> + <th>21</th> + <td>United Arab Emirates</td> + <td>Khalifa University</td> + <td>42.2000</td> + </tr> + <tr> + <th>22</th> + <td>Saudi Arabia</td> + <td>King Fahd University Of Petroleum & Minerals</td> + <td>40.1000</td> + </tr> + <tr> + <th>23</th> + <td>Spain</td> + <td>Universitat Pompeu Fabra</td> + <td>36.8628</td> + </tr> + <tr> + <th>24</th> + <td>South Korea</td> + <td>Pohang University Of Science And Technology</td> + <td>35.0529</td> + </tr> + <tr> + <th>25</th> + <td>South Africa</td> + <td>University Of Cape Town</td> + <td>31.6572</td> + </tr> + <tr> + <th>26</th> + <td>Malaysia</td> + <td>Universiti Malaya</td> + <td>26.0620</td> + </tr> + <tr> + <th>27</th> + <td>Italy</td> + <td>Politecnico Di Milano</td> + <td>25.3774</td> + </tr> + <tr> + <th>28</th> + <td>Japan</td> + <td>Tokyo Institute Of Technology</td> + <td>18.8191</td> + </tr> + <tr> + <th>29</th> + <td>Taiwan</td> + <td>National Tsing Hua University</td> + <td>16.1868</td> + </tr> + <tr> + <th>30</th> + <td>Qatar</td> + <td>Qatar University</td> + <td>14.3000</td> + </tr> + <tr> + <th>31</th> + <td>Lebanon</td> + <td>American University Of Beirut</td> + <td>13.7104</td> + </tr> + <tr> + <th>32</th> + <td>Oman</td> + <td>Sultan Qaboos University</td> + <td>11.2000</td> + </tr> + <tr> + <th>33</th> + <td>Brunei</td> + <td>Universiti Brunei Darussalam</td> + <td>6.2000</td> + </tr> + <tr> + <th>34</th> + <td>Egypt</td> + <td>The American University In Cairo</td> + <td>5.3523</td> + </tr> + <tr> + <th>35</th> + <td>Estonia</td> + <td>University Of Tartu</td> + <td>4.8416</td> + </tr> + <tr> + <th>36</th> + <td>Mexico</td> + <td>Tecnológico De Monterrey</td> + <td>4.5172</td> + </tr> + <tr> + <th>37</th> + <td>Czech Republic</td> + <td>University Of Chemistry And Technology, Prague</td> + <td>4.4590</td> + </tr> + <tr> + <th>38</th> + <td>India</td> + <td>Indian Institute Of Technology Kharagpur</td> + <td>4.1552</td> + </tr> + <tr> + <th>39</th> + <td>Russia</td> + <td>Moscow Institute Of Physics And Technology State University</td> + <td>3.7278</td> + </tr> + <tr> + <th>40</th> + <td>Brazil</td> + <td>Universidade Estadual De Campinas</td> + <td>3.2373</td> + </tr> + <tr> + <th>41</th> + <td>Portugal</td> + <td>University Of Lisbon</td> + <td>3.0560</td> + </tr> + <tr> + <th>42</th> + <td>Chile</td> + <td>Pontificia Universidad Católica De Chile</td> + <td>2.6384</td> + </tr> + <tr> + <th>43</th> + <td>Colombia</td> + <td>Universidad De Los Andes Colombia</td> + <td>2.6001</td> + </tr> + <tr> + <th>44</th> + <td>Indonesia</td> + <td>University Of Indonesia</td> + <td>1.7955</td> + </tr> + <tr> + <th>45</th> + <td>Argentina</td> + <td>Universidad De Buenos Aires</td> + <td>1.2168</td> + </tr> + <tr> + <th>46</th> + <td>Thailand</td> + <td>Chulalongkorn University</td> + <td>0.9775</td> + </tr> + <tr> + <th>47</th> + <td>Poland</td> + <td>University Of Warsaw</td> + <td>0.6256</td> + </tr> + <tr> + <th>48</th> + <td>Kazakhstan</td> + <td>Al-Farabi Kazakh National University</td> + <td>0.4896</td> + </tr> + <tr> + <th>49</th> + <td>Belarus</td> + <td>Belarus State University</td> + <td>0.0935</td> + </tr> + <tr> + <th>50</th> + <td>Philippines</td> + <td>University Of The Philippines</td> + <td>0.0378</td> + </tr> + </tbody> + </table> + + <h1>Quation 16</h1> + <table border="1" class="dataframe" data-question="16"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>country</th> + <th>avg_citations</th> + <th>avg_inter_faculty</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>Canada</td> + <td>55.700000</td> + <td>92.950000</td> + </tr> + <tr> + <th>1</th> + <td>Hong Kong</td> + <td>69.050000</td> + <td>99.950000</td> + </tr> + <tr> + <th>2</th> + <td>United Kingdom</td> + <td>65.988889</td> + <td>95.788889</td> + </tr> + <tr> + <th>3</th> + <td>Singapore</td> + <td>74.750000</td> + <td>100.000000</td> + </tr> + <tr> + <th>4</th> + <td>Australia</td> + <td>79.260000</td> + <td>98.940000</td> + </tr> + <tr> + <th>5</th> + <td>Switzerland</td> + <td>98.950000</td> + <td>100.000000</td> + </tr> + <tr> + <th>6</th> + <td>France</td> + <td>100.000000</td> + <td>94.400000</td> + </tr> + <tr> + <th>7</th> + <td>China</td> + <td>66.900000</td> + <td>58.133333</td> + </tr> + <tr> + <th>8</th> + <td>United States</td> + <td>87.461111</td> + <td>73.894444</td> + </tr> + <tr> + <th>9</th> + <td>Japan</td> + <td>64.850000</td> + <td>11.400000</td> + </tr> + <tr> + <th>10</th> + <td>South Korea</td> + <td>85.050000</td> + <td>24.100000</td> + </tr> + </tbody> + </table> + + <h1>Question 17</h1> + <table border="1" class="dataframe" data-question="17"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>overall_score</th> + <th>rank</th> + <th>fit</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>100.0</td> + <td>1</td> + <td>-109.359832</td> + </tr> + <tr> + <th>1</th> + <td>98.4</td> + <td>2</td> + <td>-99.680176</td> + </tr> + <tr> + <th>2</th> + <td>97.4</td> + <td>3</td> + <td>-93.630391</td> + </tr> + <tr> + <th>3</th> + <td>97.2</td> + <td>4</td> + <td>-92.420434</td> + </tr> + <tr> + <th>4</th> + <td>96.9</td> + <td>5</td> + <td>-90.605498</td> + </tr> + <tr> + <th>5</th> + <td>95.9</td> + <td>6</td> + <td>-84.555713</td> + </tr> + <tr> + <th>6</th> + <td>95.0</td> + <td>7</td> + <td>-79.110906</td> + </tr> + <tr> + <th>7</th> + <td>94.8</td> + <td>8</td> + <td>-77.900949</td> + </tr> + <tr> + <th>8</th> + <td>94.1</td> + <td>9</td> + <td>-73.666100</td> + </tr> + <tr> + <th>9</th> + <td>92.0</td> + <td>10</td> + <td>-60.961551</td> + </tr> + <tr> + <th>10</th> + <td>91.8</td> + <td>11</td> + <td>-59.751594</td> + </tr> + <tr> + <th>11</th> + <td>91.8</td> + <td>11</td> + <td>-59.751594</td> + </tr> + <tr> + <th>12</th> + <td>90.9</td> + <td>13</td> + <td>-54.306787</td> + </tr> + <tr> + <th>13</th> + <td>89.3</td> + <td>14</td> + <td>-44.627131</td> + </tr> + <tr> + <th>14</th> + <td>88.9</td> + <td>15</td> + <td>-42.207217</td> + </tr> + <tr> + <th>15</th> + <td>88.6</td> + <td>16</td> + <td>-40.392281</td> + </tr> + <tr> + <th>16</th> + <td>87.7</td> + <td>17</td> + <td>-34.947474</td> + </tr> + <tr> + <th>17</th> + <td>87.4</td> + <td>18</td> + <td>-33.132539</td> + </tr> + <tr> + <th>18</th> + <td>87.4</td> + <td>18</td> + <td>-33.132539</td> + </tr> + <tr> + <th>19</th> + <td>86.2</td> + <td>20</td> + <td>-25.872797</td> + </tr> + <tr> + <th>20</th> + 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<td>320.779895</td> + </tr> + <tr> + <th>383</th> + <td>28.8</td> + <td>383</td> + <td>321.384873</td> + </tr> + <tr> + <th>384</th> + <td>28.8</td> + <td>383</td> + <td>321.384873</td> + </tr> + <tr> + <th>385</th> + <td>28.8</td> + <td>383</td> + <td>321.384873</td> + </tr> + <tr> + <th>386</th> + <td>28.8</td> + <td>383</td> + <td>321.384873</td> + </tr> + <tr> + <th>387</th> + <td>28.7</td> + <td>387</td> + <td>321.989852</td> + </tr> + <tr> + <th>388</th> + <td>28.7</td> + <td>387</td> + <td>321.989852</td> + </tr> + <tr> + <th>389</th> + <td>28.6</td> + <td>389</td> + <td>322.594830</td> + </tr> + <tr> + <th>390</th> + <td>28.6</td> + <td>389</td> + <td>322.594830</td> + </tr> + <tr> + <th>391</th> + <td>28.6</td> + <td>389</td> + <td>322.594830</td> + </tr> + <tr> + <th>392</th> + <td>28.5</td> + <td>392</td> + <td>323.199809</td> + </tr> + <tr> + <th>393</th> + <td>28.5</td> + <td>392</td> + <td>323.199809</td> + </tr> + <tr> + <th>394</th> + <td>28.5</td> + <td>392</td> + <td>323.199809</td> + </tr> + <tr> + <th>395</th> + <td>28.4</td> + <td>395</td> + <td>323.804787</td> + </tr> + <tr> + <th>396</th> + <td>28.4</td> + <td>395</td> + <td>323.804787</td> + </tr> + <tr> + <th>397</th> + <td>28.4</td> + <td>395</td> + <td>323.804787</td> + </tr> + <tr> + <th>398</th> + <td>28.3</td> + <td>398</td> + <td>324.409766</td> + </tr> + <tr> + <th>399</th> + <td>28.3</td> + <td>398</td> + <td>324.409766</td> + </tr> + </tbody> + </table> + + <h1>Question 18</h1> + <table border="1" class="dataframe" data-question="18"> + <thead> + <tr style="text-align: right;"> + <th></th> + <th>inverse_overall_score</th> + <th>rank</th> + <th>fit</th> + </tr> + </thead> + <tbody> + <tr> + <th>0</th> + <td>0.010000</td> + <td>1</td> + <td>-6.828067</td> + </tr> + <tr> + <th>1</th> + <td>0.010163</td> + <td>2</td> + <td>-4.237899</td> + </tr> + <tr> + <th>2</th> + <td>0.010267</td> + <td>3</td> + <td>-2.575831</td> + </tr> + <tr> + <th>3</th> + <td>0.010288</td> + <td>4</td> + 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