Part 01: Background about this project Part 02: Data collection Part 03: Data cleaning Part 04: Data analysis Part 05: Ending Part 01: Background about this project This analysis is part of an ongoing exploratory study about the contents related to Bangladesh in different online social media platforms. In the last article tweets that containing Bangladesh ...

Background Data Making an Animated Plot One plot at a time A static line plot A plot with additional insight Making it visually appealing Let’s make the plot move! Final Visual Background Last week’s TidyTuesday was all about wealth inequa...

What is R script automation and why? Outline of what we’ll do here Part01: Creating the report: Part02: Automating the report reproduction What is R script automation and why? In most use cases R is used to analyze data, run statistical tests and build model. In doing so, data ...

Exploring Data Exploring Features Transforming Target Feature Exploring Predictors Visually Checking Correlation Feature Engineering Fitting Model Splitting Data Fitting Model on Training Data Checking Model Performance Summary Inisght Let’s assume that we have been hired by a winery to build a predictive model to check the qulity of their ...

Objective Data collection Discussion of the methodology Data processing Topic modeling using LDA Additional analysis: Sentiment analysis on Rohingya topic Overall finding and discussion Twitter is a popular source for minning social media posts. In this article I harvested tweets that had mention of ‘Bangladesh’, my home country and ran ...