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Used Cars Eda Project

!pip install pandas==1.1.5 --upgrade --quiet



When we talk of Exploratory Data Analysis, EDA, in statistics, we are simply referring to the ability to explore datasets in order to summarise their characteristics using statistical graphics and other visualization methods.

In Data science, perhaps this definition finely puts forward what EDA is all about:

"Exploratory Data Analysis refers to the critical process of performing initial investigations on data so as to discover patterns,to spot anomalies,to test hypothesis and to check assumptions with the help of summary statistics and graphical representations."
_Pratheesh Shivaprasad.

From the above two definitions, we can simply put that EDA is all about knowing a given set of data in order to derive reasonable and useful information from it.

The data for this EDA project was gotten from kaggle, one of the world's largest Data science community with powerful tools and resources including real world datasets that can be used for research and learning purposes.

According to the creator of the Dataset, Austin Reese, the data, containing information on used cars for sale, was scraped from craigslist, an American classified advertisement website.


Sule Nasiru Ogebe6 months ago