Topic Modeling – Sherlock Holmes

+50 topics, 1000 iterations, 20 topic words printed, stop words checked:

1. Murder Investigation: man found dead body blood evidence terrible death mark knife blow unfortunate carried police examination person wood murderer weapon arrested

2. Crime: police London made found murder house brought great trace broken violence signs proved failed valuable fallen discovered bust city imagined

+40 topics, 1000 iterations, 20 topic words printed, stop words checked:

3. Writing: paper note letter table read pocket book hand put handed wrote written writing short drew message sheet answer carry document

4. Case: case crime death evidence facts points obvious murder order mystery mind explanation simple arrest formed solution violence caused impossible conclusion

+100 topics, 4000 iterations, 20 topic words printed, stop words checked:

5. Sea Travel: night wind ship sea days rising boat captain succeeded leave moment hands rain peace reached set tongue seaman board cloud

6. Home (Setting): door opened passage room stood led open closed steps step stair stairs turned entered ran sound corridor passed empty hall

7. Emotion: face cried voice eyes hands amazement features stared burst lips air staring broke owe fallen joy laugh gasped heard passion

8. Expression: face eyes looked figure lips expression fixed features gray eager deep raised keen fierce alert tall showed brows lined set

9. Appearance: black face man hair white red dress mouth brown heavy thick thin grey middle short nose broad pair clean yellow

+75 topics, 4000 iterations, 20 topic words printed, stop words checked:

10. Women: woman wife lady girl child married young life love daughter dear beautiful mother nature women nurse ways beauty perfect devoted

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