Modelling of Net Index data The NetIndex is a collective data of internet speeds based on the OoklaTM Speedtest.net for a sufficiently long period which is large enough to draw some conclusions on general behaviour
Technologies Used Programming Language: R IDE: RStudio Operating System: Windows, GNU/Linux Data Processing: Bash shell
For the download speed we model it with cubic polynomial and got the following obeservations.
Best fit graph with polynomial of degree 3
Comparison graph with actual values vs calculated values
Similarly for the upload speed.
model it with quartic polynomial and got the following obeservations.
Best fit graph with polynomial of degree 4
Comparison graph with actual values vs calculated values
The percentage error of our model for:
Download Speed – 2.06%
Upload Speed – 0.48%