Assumptions of Linear Regression When performing a linear regression, there a couple assumptions you need to ensure are true in order to create respectable results. Linear relationship between the target variable and predictor variable. Errors are independent. Errors are homoskedastic, or that they all have the same variance. Errors are…

Scholarly data are databases containing academic resources such as papers, books, patents, and scientific reports. With the recent advancements in technology that allow for academics and professionals to store their work and publications in clean, organized data bases, a need to find a way to represent the structure of these…

Communication is an essential skill for every data scientist. You can have the best idea in the world, but if you are unable to properly portray it to others, it might as well be a figment of your imagination. When it comes to data, the best way to show off…

When working with data, it’s quite common to have large expanses of data. A column related to the variety of car paint colors. A column related to the weights of different cruise ship passengers. A column related to the number of visitors an amusement park stall gets. These are all…