Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames

This article is my entry as part of F# Advent 2023. Visit Sergey Tihon's blog for more articles in the series by other authors.

One of the most common tasks with data roles is the need to perform exploratory data analysis (EDA).

With EDA a data scientist, data analyst, or other data-oriented programmer can:

• Understand the value distributions of their data


• Identify outliers and data anomalies


• Visualize correlations, trends, and relationships between multiple variables

Exploratory data analysis usually involves: …

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