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Merge pull request #169 from BryanCutler/update-notebooks-release-01b2
Update remaining notebooks for release 0.1b2
2 parents bcaa55d + ae64a76 commit 156c365

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‎notebooks/Analyze_Model_Outputs.ipynb

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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.7.7"
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"version": "3.7.9"
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}
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},
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"nbformat": 4,

‎notebooks/Analyze_Text.ipynb

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{
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"data": {
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"text/plain": [
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"<ibm_watson.natural_language_understanding_v1.NaturalLanguageUnderstandingV1 at 0x7fac2fa33cd0>"
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"<ibm_watson.natural_language_understanding_v1.NaturalLanguageUnderstandingV1 at 0x7f255ecfe490>"
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]
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},
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"execution_count": 3,
@@ -2350,88 +2350,88 @@
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" <td>0.835873</td>\n",
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" <td>0.950560</td>\n",
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" <td>1</td>\n",
2353-
" <td>0.975353</td>\n",
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" <td>0.982315</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Not</td>\n",
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" <td>positive</td>\n",
2363-
" <td>0.835873</td>\n",
2364-
" <td>0.760263</td>\n",
2365-
" <td>1</td>\n",
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" <td>0.655069</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>Person</td>\n",
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" <td>King Arthur</td>\n",
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" <td>neutral</td>\n",
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" <td>0.000000</td>\n",
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" <td>0.720381</td>\n",
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" <td>1</td>\n",
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" <td>0.985337</td>\n",
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" <td>0.924937</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <th>2</th>\n",
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" <td>Person</td>\n",
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" <td>Patsy</td>\n",
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" <td>neutral</td>\n",
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" <td>0.000000</td>\n",
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" <td>0.679300</td>\n",
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" <td>1</td>\n",
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" <td>0.489775</td>\n",
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" <td>0.830596</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <th>3</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Lancelot</td>\n",
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" <td>positive</td>\n",
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" <td>0.835873</td>\n",
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" <td>0.662902</td>\n",
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" <td>1</td>\n",
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" <td>0.962657</td>\n",
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" <td>0.956371</td>\n",
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" <td>[MusicalArtist, TVActor]</td>\n",
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" <td>Sir_Lancelot_%28singer%29</td>\n",
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" <td>http://dbpedia.org/resource/Sir_Lancelot_%28si...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Galahad</td>\n",
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" <td>positive</td>\n",
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" <td>0.835873</td>\n",
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" <td>0.654170</td>\n",
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" <td>1</td>\n",
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" <td>0.948409</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" type text sentiment.label sentiment.score relevance count \\\n",
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"0 Person Sir Bedevere positive 0.835873 0.950560 1 \n",
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"1 Person Sir Not positive 0.835873 0.760263 1 \n",
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"2 Person King Arthur neutral 0.000000 0.720381 1 \n",
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"3 Person Patsy neutral 0.000000 0.679300 1 \n",
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"4 Person Sir Lancelot positive 0.835873 0.662902 1 \n",
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"1 Person King Arthur neutral 0.000000 0.720381 1 \n",
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"2 Person Patsy neutral 0.000000 0.679300 1 \n",
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"3 Person Sir Lancelot positive 0.835873 0.662902 1 \n",
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"4 Person Sir Galahad positive 0.835873 0.654170 1 \n",
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"\n",
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" confidence disambiguation.subtype disambiguation.name \\\n",
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"0 0.975353 None None \n",
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"1 0.655069 None None \n",
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"2 0.985337 None None \n",
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"3 0.489775 None None \n",
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"4 0.962657 [MusicalArtist, TVActor] Sir_Lancelot_%28singer%29 \n",
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"0 0.982315 None None \n",
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"1 0.924937 None None \n",
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"2 0.830596 None None \n",
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"3 0.956371 [MusicalArtist, TVActor] Sir_Lancelot_%28singer%29 \n",
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"4 0.948409 None None \n",
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"\n",
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" disambiguation.dbpedia_resource \n",
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"0 None \n",
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"1 None \n",
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"2 None \n",
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"3 None \n",
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"4 http://dbpedia.org/resource/Sir_Lancelot_%28si... "
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"3 http://dbpedia.org/resource/Sir_Lancelot_%28si... \n",
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"4 None "
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]
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},
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"execution_count": 29,
@@ -2489,47 +2489,47 @@
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" <td>Person</td>\n",
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" <td>Sir Bedevere</td>\n",
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" <td>[157, 169): 'Sir Bedevere'</td>\n",
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" <td>0.975353</td>\n",
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" <td>0.982315</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>1</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Not</td>\n",
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" <td>[280, 287): 'Sir Not'</td>\n",
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" <td>0.655069</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>2</th>\n",
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" <td>Person</td>\n",
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" <td>King Arthur</td>\n",
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" <td>[11, 22): 'King Arthur'</td>\n",
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" <td>0.985337</td>\n",
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" <td>0.924937</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <th>2</th>\n",
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" <td>Person</td>\n",
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" <td>Patsy</td>\n",
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" <td>[39, 44): 'Patsy'</td>\n",
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" <td>0.489775</td>\n",
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" <td>0.830596</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <th>3</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Lancelot</td>\n",
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" <td>[180, 192): 'Sir Lancelot'</td>\n",
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" <td>0.962657</td>\n",
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" <td>0.956371</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>Person</td>\n",
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" <td>Sir Galahad</td>\n",
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" <td>[204, 215): 'Sir Galahad'</td>\n",
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" <td>0.948409</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" type text span confidence\n",
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"0 Person Sir Bedevere [157, 169): 'Sir Bedevere' 0.975353\n",
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"1 Person Sir Not [280, 287): 'Sir Not' 0.655069\n",
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"2 Person King Arthur [11, 22): 'King Arthur' 0.985337\n",
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"3 Person Patsy [39, 44): 'Patsy' 0.489775\n",
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"4 Person Sir Lancelot [180, 192): 'Sir Lancelot' 0.962657"
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"0 Person Sir Bedevere [157, 169): 'Sir Bedevere' 0.982315\n",
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"1 Person King Arthur [11, 22): 'King Arthur' 0.924937\n",
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"2 Person Patsy [39, 44): 'Patsy' 0.830596\n",
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"3 Person Sir Lancelot [180, 192): 'Sir Lancelot' 0.956371\n",
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"4 Person Sir Galahad [204, 215): 'Sir Galahad' 0.948409"
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]
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},
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"execution_count": 30,
@@ -2587,23 +2587,23 @@
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" <td>Person</td>\n",
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" <td>Arthur</td>\n",
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" <td>[362, 368): 'Arthur'</td>\n",
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" <td>0.998380</td>\n",
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" <td>0.996876</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>11</th>\n",
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" <td>Person</td>\n",
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" <td>Arthur</td>\n",
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" <td>[587, 593): 'Arthur'</td>\n",
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" <td>0.990608</td>\n",
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" <td>0.973795</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" type text span confidence\n",
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"10 Person Arthur [362, 368): 'Arthur' 0.998380\n",
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"11 Person Arthur [587, 593): 'Arthur' 0.990608"
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"10 Person Arthur [362, 368): 'Arthur' 0.996876\n",
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"11 Person Arthur [587, 593): 'Arthur' 0.973795"
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]
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},
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"execution_count": 31,
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" <td>Person</td>\n",
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" <td>Arthur</td>\n",
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" <td>[362, 368): 'Arthur'</td>\n",
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" <td>0.998380</td>\n",
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" <td>0.996876</td>\n",
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" <td>positive</td>\n",
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" <td>0.721918</td>\n",
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" <td>0.311653</td>\n",
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" <td>2</td>\n",
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" <td>0.999985</td>\n",
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" <td>0.999918</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>Person</td>\n",
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" <td>Arthur</td>\n",
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" <td>[587, 593): 'Arthur'</td>\n",
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" <td>0.990608</td>\n",
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" <td>0.973795</td>\n",
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" <td>positive</td>\n",
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" <td>0.721918</td>\n",
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" <td>0.311653</td>\n",
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" <td>2</td>\n",
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" <td>0.999985</td>\n",
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" <td>0.999918</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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],
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"text/plain": [
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" type text span confidence_mention sentiment.label \\\n",
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"0 Person Arthur [362, 368): 'Arthur' 0.998380 positive \n",
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"1 Person Arthur [587, 593): 'Arthur' 0.990608 positive \n",
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"0 Person Arthur [362, 368): 'Arthur' 0.996876 positive \n",
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"1 Person Arthur [587, 593): 'Arthur' 0.973795 positive \n",
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"\n",
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" sentiment.score relevance count confidence_entity \\\n",
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"0 0.721918 0.311653 2 0.999985 \n",
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"1 0.721918 0.311653 2 0.999985 \n",
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"0 0.721918 0.311653 2 0.999918 \n",
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"1 0.721918 0.311653 2 0.999918 \n",
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"\n",
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" disambiguation.subtype disambiguation.name disambiguation.dbpedia_resource \n",
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"0 None None None \n",

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