Data

Data science is a field that involves using statistical and programming techniques to extract insights and knowledge from data. It consists of cleaning, analyzing, and interpreting large data sets to make informed decisions. Data science can be applied to various fields, such as business, healthcare, and finance, to solve complex problems and improve decision-making.

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Data exploration and analysis with Python Pandas

Elena Daehnhardt · 20 Jan, 2023

In Data Science, we have so many terms explaining concepts and techniques that it is easy to need clarification and get a clear understanding of all data science components and steps. In this post, I filled the gap by explaining data science's two essential components, data analysis and exploration. To clarify things, I have shown both approaches, compared them, and provided Python code using Pandas dataframe and graph drawing.