Recently, the local burger chain Tropical Hut trended on twitter. It is one the oldest local fast food chains in the Philippines. Unfortunately, unlike its competitor Jollibee, and the multi-national Mc Donald’s, they fell off in popularity. They only have a few remaining branches in Metro Manila, that are still surviving despite the competition and of course the pandemic.
The tweet that started the trend was posted on June 12 (Philippine Independence day). On that tweet, the author stated that he dined in at a Tropical Hut branch, and he is their only customer. Despite the pandemic “restrictions”, commercial activity on malls and fast food chains are pretty much back to “normal”, so having only one customer is disheartening. The tweet included a photo of the branch which has shown that it’s aesthetic was really left behind in the 90’s-2000’s era. Most of its competitors have refurbished/modernized the look of their restaurants in the recent years.
I guess the photo really activated the nostalgia of twitter uses who reminisced dining in the fast food joint years ago. For me personally, I think I only dined in there once, when I was a kid. Their branch near our home closed down more than a decade ago. The trend resulted into a surge of orders both for dine in and delivery that really shocked the staff (as stated in the tweets).
I wanted to look into the trend further, so I studied how to scrape tweets using the snscraper library. There are only about 8000 public tweets since Jan 2022 until Jun 2022 (when the trend happened) so the scraping process was quick. My basic analysis can be seen on the embeded jupyter notebook below.
Other Articles
Master predictive modeling with Scikit-Learn pipelines. Learn the importance of feature engineering and how to prevent data leakage.
In this article, I fine-tuned a pre-trained object detection model using a small custom dataset.
In this article we will break down what the Fourier Transform does to a signal, then we will be using Python to compute and visualize the transforms of different waveforms.
Code This case study is my capstone project for the Google Data Analytics Certification offered through Coursera. I was given access to …
Build an Automated ETL Pipeline. From setting up Docker to utilizing APIs and automating workflows with GitHub Actions, this post goes through it all.
In this article, we will build a simple deep learning based demo application that can be accessed publicly in Hugging Face spaces
In this short project, I scraped all of Lebron's regular season points and plotted them in an interactive graph.
Bayesian Networks are a compact graphical representation of how random variables depend on each other. It can be used to demonstrate the …
In this project I analyzed a fitness center's attendance data to predict attendance rates of its group classes.
In this project I trained a transformer model to recognize words from audio.