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Cape Town Airbnb price prediction: an exploration of spatial statistic and machine learning methods
This thesis predicts the prices of Airbnb listings in Cape Town, South Africa and in doing so, investigates the price determinants in the market. Using data from InsideAirbnb, traditional, spatial and machine learning models are compared and contrasted. The Cape Town Airbnb market has significant sp...
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| Format: | Thesis |
| Language: | English |
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Department of Statistical Sciences
2024
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