Integrate detailed, interactive EDA reports in any Python notebook
Sweetviz is an open-source Python library that generates beautiful, high-density visualizations to kickstart EDA (Exploratory Data Analysis) with just two lines of code!
In addition to detailed feature analysis, it stands out from other EDA packages by providing:
For an in-depth look at its insights & features, check out this Medium article.
Use the right tool for Exploratory Data Analysis (EDA)
In this post, we will learn about pandas’ data structures/objects. Pandas provide two type of data structures:- ### Pandas Series Pandas Series is a one dimensional indexed data, which can hold datatypes like integer, string, boolean, float...
Fast and insightful Exploratory Data Analysis using Sweetviz 1.1. Make the most of the new features in Sweetviz
Python EDA tools to facilitate EDA. Data cleaning and Exploratory Data Analysis go hand-in-hand — with a better understanding of the data, can one be better positioned to spot errors or outliers for mitigation.
Bamboolib is GUI for pandas DataFrames that enables anyone to work with python in Jupyter Notebook or JupyterLab. Used or Analyzing and Visualizing Data.nalyzing and Visualizing the data is the most important and time taking process. We need to invest a lot of time in order to clearly analyze what the data is all about and what it is trying to tell.