Philipp/aki_prj23_transparenzregister
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Added another example

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Philipp Horstenkamp 2023-04-30 23:32:13 +02:00
parent 5a52f61c1c
commit 141070ea16
Signed by: Philipp
GPG Key ID: DD53EAC36AFB61B4
1 changed files with 113 additions and 7 deletions
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120
Jupyter/AI-models/Sentiment Analysis/FinBert.ipynb
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@ -154,7 +154,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 69, "execution_count": 80,
"metadata": { "metadata": {
"tags": [] "tags": []
}, },
@ -205,6 +205,31 @@
" <td>Meyer Burger bedient ab sofort australischen M...</td>\n", " <td>Meyer Burger bedient ab sofort australischen M...</td>\n",
" <td>de</td>\n", " <td>de</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Meyer Burger enters Australian market and exhi...</td>\n",
" <td>en</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>J&amp;T Express Vietnam hilft lokalen Handwerksdör...</td>\n",
" <td>en</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7 Experten empfehlen die Aktie zum Kauf, 1 Exp...</td>\n",
" <td>de</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Microsoft aktie fällt.</td>\n",
" <td>de</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Microsoft aktie steigt.</td>\n",
" <td>de</td>\n",
" </tr>\n",
" </tbody>\n", " </tbody>\n",
"</table>\n", "</table>\n",
"</div>" "</div>"
@ -214,10 +239,15 @@
"0 Microsoft fails to hit profit expectations en\n", "0 Microsoft fails to hit profit expectations en\n",
"1 Am Aktienmarkt überwieg weiter die Zuversicht,... de\n", "1 Am Aktienmarkt überwieg weiter die Zuversicht,... de\n",
"2 Stocks rallied and the British pound gained. en\n", "2 Stocks rallied and the British pound gained. en\n",
"3 Meyer Burger bedient ab sofort australischen M... de" "3 Meyer Burger bedient ab sofort australischen M... de\n",
"4 Meyer Burger enters Australian market and exhi... en\n",
"5 J&T Express Vietnam hilft lokalen Handwerksdör... en\n",
"6 7 Experten empfehlen die Aktie zum Kauf, 1 Exp... de\n",
"7 Microsoft aktie fällt. de\n",
"8 Microsoft aktie steigt. de"
] ]
}, },
"execution_count": 69, "execution_count": 80,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -235,6 +265,20 @@
" \"text\": \"Meyer Burger bedient ab sofort australischen Markt und präsentiert sich auf Smart Energy Expo in Sydney.\",\n", " \"text\": \"Meyer Burger bedient ab sofort australischen Markt und präsentiert sich auf Smart Energy Expo in Sydney.\",\n",
" \"lan\": \"de\",\n", " \"lan\": \"de\",\n",
" },\n", " },\n",
" {\n",
" \"text\": \"Meyer Burger enters Australian market and exhibits at Smart Energy Expo in Sydney.\",\n",
" \"lan\": \"en\",\n",
" },\n",
" {\n",
" \"text\": \"J&T Express Vietnam hilft lokalen Handwerksdörfern, ihre Reichweite zu vergrößern.\",\n",
" \"lan\": \"en\",\n",
" },\n",
" {\n",
" \"text\": \"7 Experten empfehlen die Aktie zum Kauf, 1 Experte empfiehlt, die Aktie zu halten.\",\n",
" \"lan\": \"de\",\n",
" },\n",
" {\"text\": \"Microsoft aktie fällt.\", \"lan\": \"de\"},\n",
" {\"text\": \"Microsoft aktie steigt.\", \"lan\": \"de\"},\n",
" ]\n", " ]\n",
")\n", ")\n",
"text_df" "text_df"
@ -242,7 +286,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
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"metadata": { "metadata": {
"collapsed": false, "collapsed": false,
"jupyter": { "jupyter": {
@ -257,7 +301,12 @@
"Microsoft fails to hit profit expectations\n", "Microsoft fails to hit profit expectations\n",
"Am Aktienmarkt überwieg weiter die Zuversicht, wie der Kursverlauf des DAX zeigt.\n", "Am Aktienmarkt überwieg weiter die Zuversicht, wie der Kursverlauf des DAX zeigt.\n",
"Stocks rallied and the British pound gained.\n", "Stocks rallied and the British pound gained.\n",
"Meyer Burger bedient ab sofort australischen Markt und präsentiert sich auf Smart Energy Expo in Sydney.\n" "Meyer Burger bedient ab sofort australischen Markt und präsentiert sich auf Smart Energy Expo in Sydney.\n",
"Meyer Burger enters Australian market and exhibits at Smart Energy Expo in Sydney.\n",
"J&T Express Vietnam hilft lokalen Handwerksdörfern, ihre Reichweite zu vergrößern.\n",
"7 Experten empfehlen die Aktie zum Kauf, 1 Experte empfiehlt, die Aktie zu halten.\n",
"Microsoft aktie fällt.\n",
"Microsoft aktie steigt.\n"
] ]
}, },
{ {
@ -321,6 +370,46 @@
" <td>0.012790</td>\n", " <td>0.012790</td>\n",
" <td>0.870613</td>\n", " <td>0.870613</td>\n",
" </tr>\n", " </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>Meyer Burger enters Australian market and exhi...</td>\n",
" <td>en</td>\n",
" <td>0.187527</td>\n",
" <td>0.008846</td>\n",
" <td>0.803627</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>J&amp;T Express Vietnam hilft lokalen Handwerksdör...</td>\n",
" <td>en</td>\n",
" <td>0.066277</td>\n",
" <td>0.020608</td>\n",
" <td>0.913115</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>7 Experten empfehlen die Aktie zum Kauf, 1 Exp...</td>\n",
" <td>de</td>\n",
" <td>0.050346</td>\n",
" <td>0.022004</td>\n",
" <td>0.927650</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>Microsoft aktie fällt.</td>\n",
" <td>de</td>\n",
" <td>0.066061</td>\n",
" <td>0.016440</td>\n",
" <td>0.917498</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>Microsoft aktie steigt.</td>\n",
" <td>de</td>\n",
" <td>0.041449</td>\n",
" <td>0.018471</td>\n",
" <td>0.940080</td>\n",
" </tr>\n",
" </tbody>\n", " </tbody>\n",
"</table>\n", "</table>\n",
"</div>" "</div>"
@ -331,15 +420,25 @@
"1 Am Aktienmarkt überwieg weiter die Zuversicht,... de 0.053528 0.027950 \n", "1 Am Aktienmarkt überwieg weiter die Zuversicht,... de 0.053528 0.027950 \n",
"2 Stocks rallied and the British pound gained. en 0.898361 0.034474 \n", "2 Stocks rallied and the British pound gained. en 0.898361 0.034474 \n",
"3 Meyer Burger bedient ab sofort australischen M... de 0.116597 0.012790 \n", "3 Meyer Burger bedient ab sofort australischen M... de 0.116597 0.012790 \n",
"4 Meyer Burger enters Australian market and exhi... en 0.187527 0.008846 \n",
"5 J&T Express Vietnam hilft lokalen Handwerksdör... en 0.066277 0.020608 \n",
"6 7 Experten empfehlen die Aktie zum Kauf, 1 Exp... de 0.050346 0.022004 \n",
"7 Microsoft aktie fällt. de 0.066061 0.016440 \n",
"8 Microsoft aktie steigt. de 0.041449 0.018471 \n",
"\n", "\n",
" - \n", " - \n",
"0 0.032982 \n", "0 0.032982 \n",
"1 0.918522 \n", "1 0.918522 \n",
"2 0.067165 \n", "2 0.067165 \n",
"3 0.870613 " "3 0.870613 \n",
"4 0.803627 \n",
"5 0.913115 \n",
"6 0.927650 \n",
"7 0.917498 \n",
"8 0.940080 "
] ]
}, },
"execution_count": 71, "execution_count": 81,
"metadata": {}, "metadata": {},
"output_type": "execute_result" "output_type": "execute_result"
} }
@ -355,6 +454,13 @@
"analyse_sentiments(text_df)" "analyse_sentiments(text_df)"
] ]
}, },
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": null, "execution_count": null,