Samra 's Projects
This project aims to present analysis performed on AFL data 2012-2021 through insightful visualisations.
A community sourced comprehensive database of Australian Post Codes with geolocation data.
This project uses Python and SQLAlchemy to do basic climate analysis and data exploration of a climate database. Using this analysis, a Flask API was also created.
This project aims to provide a reliable and free tool for individuals to predict their credit risk and if their loan application will approved.
Using D3.js, animated scatter plots analyze relationships between health risks and different demographics in the US.
Using Python Matplotlib to visualize real-world pharmaceutical data. The data is sourced from Pymaceuticals Inc., a burgeoning pharmaceutical company based out of San Diego.
This project involved Data Engineering, Data Analysis, and Data Visualisation where I designed the tables to hold data from 6 CSV files, imported the CSVs into a SQL database using PostgreSQL and wrote SQL queries to answer the given questions.
This project has two parts. The first part (WeatherPy) visualizes the weather of 500+ cities across the world of varying distance from the equator, using Python script, CityPy and OpenWeatherMap APIs. The second part (VacationPy) uses jupyter-gmaps and the Google Places API to create a heatmap of these cities.
Coding using JavaScript, HTML, and CSS, and D3.js. The final code will create a table dynamically based on the dataset provided. Users are also allowed to filter the table of data choosing specific values.
This project is looking at sales of an UK based and registered non-store online retailer and determining whether time affects purchasing behaviour across 42 countries. The company sells unique all occasion gifts mainly to wholesale customers.
This project builds an interactive dashboard to explore the Belly Button Biodiversity dataset, which catalogs the microbes that colonize human navels.
Power Query M
This repository brings a Python Pandas solution to analyse the Heroes of Pymoli's data. This project will help the management team to make strategic decisions regarding future budgets and priorities.
Using Python scripting skills for for analysing the financial records and modernising the vote counting process.
This repository includes Extract (original data format was CSV), Transform (Data cleaning and transformation), Load ( to PostgreSQL) process.
This repository contains my resume and personal information.
Using VBA to analyse stock market data.
Visualising USGS earthquake dataset using Leaflet, Mapbox, and D3.
Using city weather data from the Gmaps API repository, this project focuses on implementing HTML and CSS to create a weather dashboard displaying all the visualisations.
Building a web application that scrapes various websites for data related to Mars and displays the information on an HTML page.