Some more of my work :)
Tableau ● Python ● Data Analysis ● Data Visualization
In a world where streaming services have reshaped the entertainment landscape, I embarked on a journey to unravel the profound impact on the traditional movie industry. Through a Tableau dashboard, aptly titled "From Silver Screen to Streaming," I delved into the shifting dynamics of visual entertainment. Join me as we explore how the surge in streaming platforms has revolutionized our viewing habits and transformed the content we consume.
Python ● Jupyter Notebook ● Natural Language Processing ● Text Analysis ● Data Analysis ● Data Visualization
In the wake of the pandemic, countries implemented a range of fiscal policies. But which strategies were most effective? In this project, I delve into the data to discern the standout performers and underperformers based on GDP percentage change. My mission? To recommend policy measures to the hardest-hit nations, drawing inspiration from the success stories. Join me in this exploration of how nations weathered the storm and the lessons we can extract for a more robust future.
R ● Machine Learning ● Business Analysis ● Data Modelling ● Regression ● Classification ● Tree-based Models ● Clustering
Feature Engineering ● Natural Language Processing ● Hyperparameter Tuning ● Text Analysis
Hosts on Airbnb face a pressing challenge: how to predict and optimize their booking rates. A high booking rate can mean the difference between a thriving listing and one that sits in obscurity. To address this challenge head-on, I harnessed the power of data and machine learning. The goal? To develop a set of predictive models that can unravel the intricate web of factors influencing booking rates on Airbnb.
Australia, once a global coal production powerhouse, underwent a dramatic shift in its energy landscape. In 2009, it was the fourth-largest coal exporter worldwide, dispatching a staggering 400 megatonnes. However, a closer look reveals a pivotal change in trajectory. This transition tells a compelling tale of Australia's journey towards a more sustainable future. Now, I invite you to explore my Tableau Public dashboard and witness this journey yourself. Here, data isn't a mystical realm; it's a powerful tool that unveils stories waiting to be told.