Below are some of the projects that helped me build my data skill set in a hands-on way. You will find some SQL and Python code as well as visualisations using Tableau and Excel. Although there are no spreadsheet files here, I did get upclose and personal with them throughout most of my projects.
Excel | Word | Data Visualisation | Storytelling
An example of a real (anonymised and data-stripped) analysis report where I visualised and outlined the key takeaway points. The reader is guided through a structured narrative: introduction of the key findings, contributing factors, potential solution, and summary with a call to action.
Take a look!
Python | NLP | Web Scraping | Infographic
In this project I tackle a problem that has bugged me for a while: the difficulty to be informed about different types of psychotherapy available. I use Python and NLP to simplify and organise a large volume of non-standardised information available online to aid in informed decision making.
Take a look!
Python | Gephi | Data Visualisation
This visualisation is a part of 'Types of Psychotherapy' project that deserves its own spotlight. It shows how different types of psychotherapy are connected and clustered togehter through shared concepts and ideas, represented by commonly used words in their descriptions.
Best explored using a computer.
Take a look!
Python | amCharts | Data Visualisation
Another visualisation that is part of a larger 'Types of Psychotherapy' project. Visualised here is the "integrative" aspect of psychotherapy - the evergrowing tendency of therapists to offer mulitple types of therapies in conjunction for best results.
Best explored using a computer.
Take a look!
SQL | Python | Tableau | Database Design | Dashboards
In this project I generate a mock clinic's data, design a relational database to store it, query the database for KPIs with SQL and create dashboards to track performance for the clinic and its employees.
Take a look!