Extract the Nepal COVID-19 data from Wikipedia to fit the following models with daily deaths as dependent variable and time as independent variable First plot the daily deaths by time and distribute the three outliers (added deaths around timeline of 400) before fitting the following models in the outlier adjusted data on training and testing […]
R Exercises
R Exercise: Working with Data from JSON API and Performing EDA
Import any data from JSON API Welcome to our data exploration journey! 🚀 In this exciting venture, we’re harnessing the power of data from the renowned source https://data.askbhunte.com/api/v1/covid. Our toolkit is all set, and we’re armed with two remarkable packages: jsonlite: This versatile gem brings JSON data and R data types together in a harmonious […]
Getting Started With Dataframe in R
Getting Started With Dataframe in R and Exploring Others Useful Functions Introduction Dataframes are the most commonly used data structures in R. A dataframe is a list in which all components have names and are arranged in rows and columns. The easiest way to understand a dataframe is by visualizing it as a spreadsheet. The […]
T-Test for Statistics and Brief Introduction in R
t- test History About Student t- Distribution t-static: t-static was first discovered by Englishman W.S Gosset with his nick name student who published it in 1908 in his research paper entitled " The probable error of the sample mean". Therefore, this t-statistic is called student’s t-statics. Later on Prof. R.A Fisher developed and defined the […]
Text Mining and its Importance in NLP, ML and AI
Text Mining and its Importance in NLP, ML and AI Introduction to Text Data According to IBM Article, Text mining, also known as text data mining, is the process of transforming unstructured text into a structured format to identify meaningful patterns and new insights. Text is a common type of data floating around our world […]
Getting Started with R Programming Language
Getting Started With R . Introduction R is a programming language and software environment for statistical computing and graphics supported by the R Foundation. Unlike general-purpose programming languages like Java and C, R was created by statisticians as an interactive environment. Interactivity is a critical characteristic that allows R to explore data effectively. It serves […]