3D Interactive Hotel Market Segmentation

There is a life beyond regression analysis! You can do so much more with pure time-series data! 

#datascience #plotly #timeseries

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There is a life beyond regression analysis! You can do so much more with pure time-series data!

Some while ago I asked myself what could be learned about Viennese 3 star hotels from a bunch of time-series data. I applied some machine learning techniques, including multidimensional scaling and k-means clustering with “almost” ad hoc knee point, and finally visualized results with plotly in 3D.  If you look deep enough, alone this type of analysis provides some interesting insights. Adding additional data for hotels, and maybe putting additional hotels to analysis is surely way to go if you want to go deeper and get lost in the world of data analysis.

Check out the plot here or by clicking at the image below. Cheers!

Hotel Time Series Clustering Analysis - Dzenan Hamzic Blog

Hotel Time Series Clustering Analysis

 

Hotel Time Series Clustering Analysis

3D Interactive Hotel Market Segmentation

 

3D Interactive Hotel Market Segmentation

3D Interactive Hotel Market Segmentation

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