What State of Mind Should You Have When Performing EDA?

Today, we’ll be talking about the state of mind you should have when performing Exploratory Data Analysis (EDA).

When performing EDA, it’s essential to have an open and curious state of mind. It’s like being an explorer, setting out to discover new lands and see what you can find. By approaching the data with an open mind, you can identify unexpected patterns and relationships that might not be immediately apparent.

EDA is like following a treasure map – you never know where it might lead you. By investigating every idea, you can gain a better understanding of the data and identify patterns and relationships that might not be immediately apparent.

When exploring data, it’s important to make a few assumptions and show all the data. It’s like looking at a painting with fresh eyes – you want to see it for what it is, not what you assume it to be.

By making a few assumptions and showing all the data, you can gain a more complete understanding of the data and identify patterns and relationships that might not be immediately apparent.

In conclusion, when performing EDA, it’s important to approach the data with an open and curious state of mind, investigate every idea that comes to you, make a few assumptions, and show all the data.

By following these principles, you can gain a better understanding of the data and identify patterns and relationships that might not be immediately apparent. So go forth and explore your data with an open mind and a spirit of adventure!