17) The network analysts assume that there is a linear relationship between the number of users...

 

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17) The network analysts assume that there is a linear relationship between the number of users accessing. the network and the load of network traffic. Write a Python program for network traffic prediction using least square linear regression. (10 marks) The sample dataset "data.cv" is given below. No. of Users 12 23 41 65 80 Network Traffic Load 200 410 500 NaN 700 800 100 The Python program should include the following. a) Fill NaN values using the 'median' statistical method in the given dataset. b) Plot a line plot for the data.csv (X-axis can be No. of Users and Y-axis can be Network Traffic Load) c) Plot a scatter diagram of Network Traffic Load against No. of Users d) Compute the covariance and correlation for the given dataset. e) Calculate the equation of the least squares regression line of Network Traffic Load on No. of Users 17) The network analysts assume that there is a linear relationship between the number of users accessing. the network and the load of network traffic. Write a Python program for network traffic prediction using least square linear regression. (10 marks) The sample dataset "data.cv" is given below. No. of Users 12 23 41 65 80 Network Traffic Load 200 410 500 NaN 700 800 100 The Python program should include the following. a) Fill NaN values using the 'median' statistical method in the given dataset. b) Plot a line plot for the data.csv (X-axis can be No. of Users and Y-axis can be Network Traffic Load) c) Plot a scatter diagram of Network Traffic Load against No. of Users d) Compute the covariance and correlation for the given dataset. e) Calculate the equation of the least squares regression line of Network Traffic Load on No. of Users