11 Oct 2025
I’m stoked to share another project on GitHub: Social Media Sentiment & Engagement Analysis. This project builds an end-to-end data analysis pipeline in R to study engagement and sentiment across multiple social media platforms. It combines machine learning, text analytics, and data visualization to uncover patterns in how audiences interact with online content. I’m going to continue working on this project. Stay tuned to see the final results soon.
More Projects to Come
I’m thinking of coding more personal projects with Python, R, Tableau, and SQL. I’m also thinking of learning PowerBI and Databricks, so I want to take certificiates at Coursera to get a structured course on these tools.
Closing Words
Thank you so much for sticking around. 😁
11 Oct 2025
New Coding Project in R: Global Music Sales Analysis: Trends Insights
I have amazing news! I’m so excited to showcase the GitHub repository of my newest project, Global Music Sales Analysis: Trends Insights. I created interactive visualizations and dashboards analyzing worldwide music sales trends across formats and years using R, Plotly, and R Shiny. I’m almost done with my new coding project in R and have posted the R code in GitHub. I just need to post the data visualizations and find out a way to post the R Shiny applications that I’ve created on GitHub.
It’s been six years since I’ve coded anything in R, and I’m stoked that I’ve created an amazing data analysis project on global music sales. I’ve been wanting to work with a data set regarding music, so I’m joyful that I finally had the chance to achieve that goal.
Please be patient while I upload my visualizations on the Global Music Sales Analysis: Trends Analysis repository. Thank you so much!
Progress of the NLP Diary Analysis for Language Learning
I decided to add even more diary entries for my NLP Diary Analysis for Language Learning Project since I want to showcase how my writing evolves in my weaker languages, Spanish and Norwegian. Ever since I’ve gotten into chess in September 2025, I’ve been writing about it mainly in Spanish. I can’t wait to see how the sentiment analysis and topic modeling evolves in this project. I can’t wait to show all of you my language learning progress when I’ve made more progress in this project.
As, I stated before, I will also implement more advanced NLP techniques to analyze all of the diary entries that I’ve written thus far. Additionally, I decided to in French, German, Spanish, and Norwegian from January 2024 to January 2025. Stay tuned to see the updated repository of this project to see the progress that I’ve made so far.
Upcoming Projects
I’m planning on creating more personal projects using Python, R, Tableau, and SQL. Stay tuned to find out on my GitHub and my website.
Closing Words
Thank you so much for those who are reading my posts on my GitHub website. I truly appreciate it. 😄
09 Oct 2025
CT Data Meetup in Downtown New Haven
It’s been a few weeks since I last blogged on my new GitHub website. So far, everything has been going extremely nicely. This past Saturday, I’ve met up with two
amazing people, Mitchell and Azhar, where we discussed about AI, machine learning, data science, and our lives. I even learned more about Databricks,
which is a tool that I’ve heard about, but never used in my research or full-time jobs. It was amazing seeing a live demo from Azhar. Learn more about the CT Data Professional Meetup in New Haven, CT, in Azhar’s LinkedIn post.
Stay tuned to find out more about my adventures with data, AI, and everything about tech from my perspective on my GitHub website. If
you are also interested about my personal blog, Insightful Bytes, please feel free to read my blog! I am sporadic on my posting due to
job hunting, so please hold on to your horses.
Thank you everyone!
21 Sep 2025
Progress of the NLP Diary Analysis for Language Learning
I’m almost done with this project and will focus on applying more advanced NLP techniques to analyze all of the diary entries that I’ve written in French, German, Spanish, and Norwegian from January 2024 to September 2025. Stay tuned to see the updated repository of this project.
Marketing Campaigns Analysis Project
By the way, I’ve created a repository of the Marketing Campaigns Analysis Project. I’ve conducted A/B testing in Jupyter Notebook to see how different testing groups, Ads vs PSAs, affect the conversion rates. I’ve used this dataset from Kaggle.
Upcoming Projects
I’m planning on creating more personal projects using Python, R, Tableau, and SQL. Stay tuned to find out on my GitHub.
Closing Words
Thank you so much everyone for viewing my blog on GitHub. I appreciate it. 💞️
19 Sep 2025
Hello everyone! I’m Hana Gabrielle. Welcome to my new GitHub website. I transferred my old GitHub projects from my old GitHub profile to my new GitHub profile. I’m going to be posting more actively on here, so stay tuned.