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AgileDataScienceUB / ADS4

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Define the data visualizaton plots that we will show #42

Closed escapa12 closed 6 years ago

escapa12 commented 6 years ago

Descrive how the visualizations will be organized and wich are the features used for each plot. Decide also with visualization tool will we use. Effort:

escapa12 commented 6 years ago

We will divede the visualization tools in 3 types: A, B, C.

Part A: will consist in plots about features of the dataset before we run the model.

Part B: will consist in plots about features of the dataseta after we run the model. The main goal is to visualize interesting relations between the features and the predictions.

Sketches of the webpage and the proposed plots can be find in : https://github.com/AgileDataScienceUB/ADS4/tree/analysis/data%20visualizaton%20sketch

Part C: cool tool that will allow to repredict the attriction changing some parameter of a single row. ( For example, choce an employee with hieg change to leave, increase the salary and observe how the prediction changes).

We agreed to use the Google charts tools to implement this.

Explanation on wiki: https://github.com/AgileDataScienceUB/ADS4/wiki/Data-visualization