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AN EDA &PLOTTING TOOLS INTRODUCTION ON IRIS DATA SET

R. Anil Kumar, N. Ravi Kiran, D. Nehemiah , ,

Affiliations
Assistant Professor, Department of Computer Science and Engineering G.Pullaiah College of Engineering and Technology, Kurnool.

:10.22362/ijcert/2018/v5/i2/v5i209

Abstract

Exploratory data analysis is a task of analyzing data from tools such as statistics, linear algebra, and some plotting techniques it is a very important task for a data set for analyzing data before building an actual machine learning models. It is called exploratory because we understand the data by being Sherlock Holmes. In this paper, we understand some basic plotting tools by using a real-world toy dataset (iris dataset)

Citation

R. Anil Kumar, N. Ravi Kiran, D. Nehemiah (2018). AN EDA &PLOTTING TOOLS INTRODUCTION ON IRIS DATA SET. International Journal of Computer Engineering In Research Trends, 5(2), 62-64. Retrieved from http://ijcert.org/ems/ijcert_papers/V5I209.pdf

Keywords : IRIS, 2-D Scatterplot, Pair plots, Histogram, PDF, CDF.

References

[1]	http://www.lac.inpe.br/~rafael.santos/Doc /s R/CAP386/IntroEDA-Iris.html 
[2]	https://www.kaggle.com/lalitharajesh/irisdataset-exploratory-data-analysis 
[3]	https://www.datacamp.com/community/t utorials/exploratory-data-analysis-python 
[4]	https://en.wikipedia.org/wiki/Exploratory_ data_analysis 
[5]	https://en.wikipedia.org/wiki/Box_plot 
[6]	https://en.wikipedia.org/wiki/Violin_plot 
[7]	https://en.wikipedia.org/wiki/Pair
[8]	https://en.wikipedia.org/wiki/Histogram

DOI Link : https://doi.org/10.22362/ijcert/2018/v5/i2/v5i209

Download :

V5I209.pdf

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