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README.md
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@@ -32,6 +32,31 @@ topic_model = BERTopic.load("CCatalao/respapers_topics")
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topic_model.get_topic_info()
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```
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## Topic overview
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topic_model.get_topic_info()
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```
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To view the KeyBERT inspired topic representation please use the following:
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```python
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>>> topic_model.get_topic(0, full=True)
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{'Main': [['spin', 0.01852648864225281],
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['magnetic', 0.015019436257929909],
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['phase', 0.013081733986038124],
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['quantum', 0.012942253723133639],
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['temperature', 0.012591407440537158],
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['states', 0.011025582290837643],
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['field', 0.010954775154251296],
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['electron', 0.010168708734803916],
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['transition', 0.009728560280580357],
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['energy', 0.00937042795113575]],
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'KeyBERTInspired': [['quantum', 0.4072583317756653],
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['phase transition', 0.35542067885398865],
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['lattice', 0.34462833404541016],
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['spin', 0.3268473744392395],
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['magnetic', 0.3024371564388275],
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['magnetization', 0.2868726849555969],
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['phases', 0.27178525924682617],
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['fermi', 0.26290175318717957],
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['electron', 0.25709500908851624],
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['phase', 0.23375216126441956]]}
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```
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## Topic overview
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