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azampagl / harvard-capstone

All material related to the Harvard Capstone project.
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Correlation Between Stations #17

Open filpia opened 9 years ago

filpia commented 9 years ago

In src/exploration/Comparing Stations.ipynb, working on functions to help visualize correlation across stations for user-input time windows. Currently can do a simple plot of correlations. Would eventually like to generate a heat map of station-station correlations. Once we can identify similar stations, use in conjunction with snow visualizations plots in Temperature Viz notebook to see if they behave similarly in adverse weather conditions.

filpia commented 9 years ago

Have been able to compute correlations between stations and have created groupings using PCA/k-means clustering on the entries over the course of the day. See the Similar Stations notebook for the pertinent visuals