Visualization and Profiling
This feature allows you to get colorful profiling for your data exploration, thanks to a clear interface.
SmartPredict delivers a complete toolkit for showcasing your data exploration just with one intelligent little drag-and-drop module.
How do you exploit this smart Visualization module?
Based on Pandas Profiling Module, this module will help you uncover hidden patterns in your data and provide interactive, rich reports, full of shrewd profiling. To render your reports as insightful as they could be, amazing profiling tools are performed and support many kinds of data formats: from texts to images. Options are infinite. It is all up to you to experiment.
See it in action
As the saying goes, "a picture says a thousand words", so nothing is truer than visualizing data to quickly understand the state of things. To get an overview of the distribution of your data, simply drag and drop the visualization module right after your dataset module, then link the two together to get a summary of the data content with information such as labels and statistical details.
Highlight different objectives with different graphs!
Line Graphs
You spend a lot of time gathering your data and now it's time to present it. For continuous data that changes over time, i.e. time series, choose the line graph style to illustrate the trends in your findings.
Histograms
Histograms are the no-brainer for highlighting the differences in categorical data. The visualization module includes beautiful colored panels dedicated to this function.
Pie charts
Pie charts are the best way to represent the whole, as well as the constituent parts in percentage terms. Use them to highlight portion sizes in your benchmarking analysis.
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