Tag: Data

Bring Colors to your Data Frames

In this article, you’ll learn how to add colours to a pandas dataframe by using pandas styling and options/settings. The Pandas documentation is rather extensive, but if you’re searching for a somewhat more friendly introduction, I believe you’ve come to the right place. Pandas ...

Museums Are Going Digital???and Borrowing From Data Viz in the Process

Afew months ago I was averaging three museum visits a week, and now I can average three virtual visits in an hour, provided I’m graced with a stable internet connection. While jumping from collection to collection, I’ve held a rather critical eye to the digital museum realm. The trick, h...

7 Days of Data Visualization

I’m creating a data scientist portfolio in 30 days. The first week is done, and it’s time to showcase my progress working with data visualization. The project began slightly differently, visualizing a deep neural network, which is definitely a type of data visualization but not the fi...

Pharmacist to Data Analyst: The journey!

It is easy to say that my journey to becoming a data analyst started with Coursera back in December of 2022, however, this would be a slight misrepresentation of the true picture. My journey actually started back in my pre-formative primary and secondary school days where my fascination with solving...

Unlock the Secrets of Maximum Likelihood Estimation: Your Ultimate Guide to Data Mastery!

Maximum Likelihood Estimation (MLE) represents a cornerstone technique in statistical analysis, allowing you to delve deep into the heart of data interpretation and prediction. By embracing MLE, you are equipped to navigate through the complexities of statistical models, unlocking the potential hidd...

Transform Your Data Game: Mastering Scales and Types in Statistics Like Never Before!

When I gather data, I always remind myself that the way a variable is measured can greatly influence my analysis. The level of measurement refers to the specific way values assigned to each variable are structured and understood. This concept is foundational because it dictates how I can mathematica...

Deciphering Data Diversity: A Comprehensive Guide to Measures of Dispersion with Python

Article Outline: I. Introduction - Brief overview of the concept of dispersion in statistics and its importance in data analysis. - Introduction to the key measures of dispersion: range, variance, standard deviation, and interquartile range. II. Understanding Measures of Dispersion - Defini...

The Two Metrics That Reveal True Data Dispersion Beyond Standard Deviation

We’ve all heard the saying, “Variety is the spice of life,” and in data, that variety or diversity often takes the form of dispersion. Data dispersion makes data fascinating by highlighting patterns and insights we wouldn’t have found otherwise. Typically, we use the follo...