These analyses are the fundamental steps of Exploratory Data Analysis(EDA) that we perform in our data science world. It shows us the direction of what Machine Learning technique are we going to apply in the further process.
In Univariate Analysis, we choose a single feature from the data and try to determine what the output or the target value is ,i.e., one feature/variable at a time.
Since we take only one feature or variable and classify the feature values with respect to the output, we plot all the feature values on X-axis whereas on the Y-axis there will be nothing…
Data-Science enthusiast, Persuing Masters of Computer Science (specialisation in DATA ANALYTICS) from IIITM-Kerala,Sportsperson