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So happy the specialization is going into Hierarchical Clustering and K-Means Clustering as they are widely used. Python Data Structures. In this Coursera course for data analysis, you’ll learn how to analyze data using Python. 2-Data Analyzing techniques using Pandas and matplotlib Pandas in python provide an interesting method describe().The describe function applies basic statistical computations on the dataset like extreme values, count of data points standard deviation etc. Descriptive Statistics. Exploratory Data Analysis is important when you want to get better understanding about your data. 1- Coursera Data Analysis with Python. Make judicious use of color in your scatterplots (NO) Don't plot more than two variables at at time (NO) Show box plots (univariate summaries) (NO) Only do what your tools allow you to do (NO) Show comparisons. Which of the following is a principle of analytic graphics? ... 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