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| ner = [] | |
| for ent in doc.ents: | |
| ner.append([ent.text, ent.start_char, ent.end_char, ent.label_]) | |
| df_ner = pd.DataFrame( | |
| ner, columns=['Text', 'Start character', 'End character', 'Label']) | |
| df_ner |
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