From 141070ea16fc8f6179bdf1be226b47fba2acf2ec Mon Sep 17 00:00:00 2001 From: Philipp Horstenkamp Date: Sun, 30 Apr 2023 23:32:13 +0200 Subject: [PATCH] Added another example --- .../Sentiment Analysis/FinBert.ipynb | 120 +++++++++++++++++- 1 file changed, 113 insertions(+), 7 deletions(-) diff --git a/Jupyter/AI-models/Sentiment Analysis/FinBert.ipynb b/Jupyter/AI-models/Sentiment Analysis/FinBert.ipynb index b12fd5d..27b5429 100644 --- a/Jupyter/AI-models/Sentiment Analysis/FinBert.ipynb +++ b/Jupyter/AI-models/Sentiment Analysis/FinBert.ipynb @@ -154,7 +154,7 @@ }, { "cell_type": "code", - "execution_count": 69, + "execution_count": 80, "metadata": { "tags": [] }, @@ -205,6 +205,31 @@ " Meyer Burger bedient ab sofort australischen M...\n", " de\n", " \n", + " \n", + " 4\n", + " Meyer Burger enters Australian market and exhi...\n", + " en\n", + " \n", + " \n", + " 5\n", + " J&T Express Vietnam hilft lokalen Handwerksdör...\n", + " en\n", + " \n", + " \n", + " 6\n", + " 7 Experten empfehlen die Aktie zum Kauf, 1 Exp...\n", + " de\n", + " \n", + " \n", + " 7\n", + " Microsoft aktie fällt.\n", + " de\n", + " \n", + " \n", + " 8\n", + " Microsoft aktie steigt.\n", + " de\n", + " \n", " \n", "\n", "" @@ -214,10 +239,15 @@ "0 Microsoft fails to hit profit expectations en\n", "1 Am Aktienmarkt überwieg weiter die Zuversicht,... de\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": {}, "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", " \"lan\": \"de\",\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", "text_df" @@ -242,7 +286,7 @@ }, { "cell_type": "code", - "execution_count": 71, + "execution_count": 81, "metadata": { "collapsed": false, "jupyter": { @@ -257,7 +301,12 @@ "Microsoft fails to hit profit expectations\n", "Am Aktienmarkt überwieg weiter die Zuversicht, wie der Kursverlauf des DAX zeigt.\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 @@ " 0.012790\n", " 0.870613\n", " \n", + " \n", + " 4\n", + " Meyer Burger enters Australian market and exhi...\n", + " en\n", + " 0.187527\n", + " 0.008846\n", + " 0.803627\n", + " \n", + " \n", + " 5\n", + " J&T Express Vietnam hilft lokalen Handwerksdör...\n", + " en\n", + " 0.066277\n", + " 0.020608\n", + " 0.913115\n", + " \n", + " \n", + " 6\n", + " 7 Experten empfehlen die Aktie zum Kauf, 1 Exp...\n", + " de\n", + " 0.050346\n", + " 0.022004\n", + " 0.927650\n", + " \n", + " \n", + " 7\n", + " Microsoft aktie fällt.\n", + " de\n", + " 0.066061\n", + " 0.016440\n", + " 0.917498\n", + " \n", + " \n", + " 8\n", + " Microsoft aktie steigt.\n", + " de\n", + " 0.041449\n", + " 0.018471\n", + " 0.940080\n", + " \n", " \n", "\n", "" @@ -331,15 +420,25 @@ "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", "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", "0 0.032982 \n", "1 0.918522 \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": {}, "output_type": "execute_result" } @@ -355,6 +454,13 @@ "analyse_sentiments(text_df)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null,