Welcome to my data portfolio!
Here, I document a summary of my projects in the data field.
| Project | Scope | Description | Libraries | External Links |
|---|---|---|---|---|
| Investigating Netflix Movies and Guest Stars in The Office | Data Wrangling & EDA | I performed data manipulation and data visualisation. I analysed over 5000 Netflix movies analysing the trends in movie durations. | Pandas & Matplotlib | Workspace link |
| The Android App Market on Google Play | Data Wrangling & EDA | I explored and analyzed data on android apps to discover insights and develop strategies to drive growth and retention. | Numpy, Pandas, Plotly | Workspace Link |
| What and Where are the World's Oldest Businesses | Data Wrangling & EDA | I explored and analysed business datasets to discover the oldest businesses across continents, countries and sectors. I showcased some data manipulation and wrangling skills. | Pandas | Workspace Link |
| The Github history of the Scala language | Data Wrangling & EDA | I explored data on real world open source commits to the development of the Scala programming language. I showcased some data visualisation, data manipulation and wrangling skills. | Numpy, Pandas, Matplotlib | Workspace Link |
| Project | Scope | Description | Libraries | External Links |
|---|---|---|---|---|
| Employee Attrition Analysis | Data Wrangling & EDA | I explored and analyzed HR data to discover insights on employee attrition and develop strategies to curb employee attrition and improve retention. I performed data manipulation and data visualisation to view trends in the data, and developed a model to predict the kind of employees that are prone to leave. | Numpy, Pandas, Matplotlib, Seaborn, SKLearn |
| Project | Scope | Description | Libraries | External Links |
|---|---|---|---|---|
| Health Data Exploratory Analysis | Data Wrangling & EDA | I carried out exploratory analysis of smart fitness tracker data to showcase trends on how clients utilize their fitness devices and provide insights on opportunities for business growth and product development. | Tidyverse, Here, Skimr, Janitor, Reshape2, Lubridate | Workspace Link |