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Breaking down the isolation forest algorithm in R and then using it to clean online survey data. The clean dataset was further analysed to derive interesting conclusions.

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Isolation-Forest 🌲 and EDA

Isolation Forest and EDA for the Taylor Manifest Anxiety test
https://www.kaggle.com/noobiedatascientist/isolation-forest-and-eda

Kaggle notebook in R showcasing how to clean survey data with Isolation Forest. Afterwards I analyse the available dataset through EDA and enrich it with additional online information. Sneak peek from the notebook:

Isolation tree example:

Survey results for depression, anxiety and stress:

Personality traits of the participants by age group:

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Breaking down the isolation forest algorithm in R and then using it to clean online survey data. The clean dataset was further analysed to derive interesting conclusions.

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