Python
Projects

Here you will find some of my most recent python projects.
We have so much data today than ever before, I analyzed series of different datasets to find
relationships between different features, developing visualizations to understand the data
better, as well as building models to help make predictions.

Wrangling WeRateDogs Twitter data

The goal of this project was to Wrangle WeRateDogs Twitter data to create interesting and trustworthy analyses and visualizations, and specifically to:

  • Perform data wrangling (gathering, assessing and cleaning) on provided thee sources of data.
  • Store, analyze, and visualize the wrangled data.
  • Write a report on the data wrangling, analyses and visualizations steps.

Data Analysis of Ford GoBike System Data

The goal of this project was to Wrangle the dataset, perform analyses and create visualizations that will answer questions such as:

  • When are most trips taken in terms of time of day, day of the week, or month of the year?
  • How long does the average trip take?
  • Does the above depend on if a user is a subscriber or customer?

British Airway Customer Feedback Analysis

As a data analyst at BA, it is important to understand customer feelings, needs, and feedback to improve the business and provide top-class customer service.

  • Scrape customer review data from Skytrax.com and clean and prepare the data for analysis.
  • Perform data analysis on the cleaned data using techniques such as topic modeling, sentiment analysis, and wordclouds to uncover insights about the content of the reviews.

Analyzing a Survey
Dataset

The goal of this project was to analyze a survey dataset, provide answers to 12 research questions.

  • Perform data wrangling (gathering, assessing and cleaning).
  • Answered 12 research questions.
  • Document findings.

CONVERT SQL QUERIES INTO PYTHON CODES

The aim of this project is to write python codes to obtain the same end result as the SQL queries in a sql file.

  • Upload csv files.
  • using these files, translate the SQL statement in a sql file into Python codes
  • Output the result-set as a .csv file

SMARTWATCH DATA ANALYSIS

Smartwatches are preferred by people who like to take care of their fitness. Analyzing the data collected is one of the usecases of data science in health domain.

STOCK MARKET ANALYSIS

Stock market analysis is one of the usecases of data science in finance. I analyzed the stock price of Amazon to see the current and historical trends to assist in making future buying and selling decisions.

INSERTING DATA INTO MYSQL AND MONGODB SERVERS

In this projects I inserted datasets of different format such as XML, CSV into MySQL and MongoDB servers.

MEDICAL DATA ANALYSIS

Visualizing multi-dimensional data, dimensionality reduction, graph visualization, machine learning and visualization, visualization design, rendering 3D volume data (such as medical CT or MRI data), extracting surfaces from volumetric data, visualizing and identifying meaningful structures in vector fields (such as flow fields from computational fluid dynamics) and tensor fields (as they arise in engineering and modern neuroimaging).