Data Analytics

There are (at least) five aggregation types that you absolutely must understand as a data analyst. I’ve included concrete examples for each type to help you understand them better. 1. Sum Sum adds together all the values in a dataset or a subset of a dataset. It’s often used when dealing with numerical data. Example: If […]

HISTORY The scatter plot was first used in the early 19th century by John Herschel, an English astronomer and mathematician, in the 1830s. John Herschel, an early user of the scatter plot, applied it to visualize and analyze astronomical data. His interest was in understanding relationships between different celestial observations. However, it was only in the early 20th century that the scatter

“An extreme values that stand out greatly from overall pattern of values” Press enter or click to view image in full size It is interesting to see the translations of “outlier” — according to its context — in English: Atypical Featured Exceptional Abnormal Extreme Value, Abnormal Value, Aberrant Value! That gives us an idea, doesn’t it? According to

Let’s Brush up quickly what we have learnt so far:- I highly recommend to read the previous blog befor you dive in. Outlier — An odd & special one out An outlier can be defined as a data point that deviates significantly from the normal pattern or behavior of the data. Outliers Scenario — 1 Let’s see

Lets check how spread or disperse out our data is ? Well, we all love to travel for sure. In case if you ever travelled from Asian countries to Europe or may be Asia to any western countries, have you ever noticed that most of connecting flights are from Middle East ( Dubai or Sharjah mostly ).

“A number around which a whole data is spread out or the expected value in mathematics.”   What is Mean? The mean is a way to find the average of a set of numbers. How to Calculate Mean Add Up All the Numbers: First, you add together all the numbers in the set. Divide by How Many Numbers There

The complete game of Stats is to make a guess on Sample and make Predictions or Inferences about Population.   Population & Sample Its all about choosing the unbiased or best sample or small slice or chunk from population which best describes or the best representative of my whole population. Population : The Population is the Entire group that we

Let’s draw inferences about the population data from sample data. Press enter or click to view image in full size Introduction: Many a times, we can only afford to collect data from samples, because it is too difficult or expensive to acquire data from the whole population that we are interested in. While using descriptive

A branch of mathematics concerns data collection, analysis, and interpretation. In its broadest sense, statistics is the science of analyzing data, which refers to a collection of tools and methods for evaluating, interpreting, displaying, and making decisions based on data. I found this little boring definition because 😁 But If I would say:- When you think about Statistics, what is your first thought? You may think

Let’s summarize or describe the historical data to understand what has happened in the past.   Descriptive Statistics   Descriptive statistics involves summarising and organizing the data so they can be easily understood. We typically describe the data in a sample. Descriptive analytics is often the first step in the data analysis process, providing a foundation for further