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Chandler Gibbons's Projects

-norway-automobile-market-etl-project icon -norway-automobile-market-etl-project

For this group project, we took a look into which characteristics in vehicles drive sales in Norway. We then performed an ETL (extract, transform, load) on the data.

citi-bike-analysis-with-tableau icon citi-bike-analysis-with-tableau

For this project I was tasked with overseeing the largest bike sharing program in the United States. My job was to generate a report for city officials looking to publicize and improve the city program by utilizing Tableau.

full-stack-web-app-analysis-of-tv-viewing-habits icon full-stack-web-app-analysis-of-tv-viewing-habits

The dataset created and utilized for our analysis and visualizations are characterized by consumer television viewing trends and ratings. As a starting point, we web scraped Emmy nominations from 2016-2020 and used that dataset as an anchor point and calculated the nomination frequency filtered by title. From there, we merged viewing medium (channel), IMDB scores, Reel scores and Rotten Tomatoes scores. We then built a Full Stack Web Application to host several visualizations and interactive dashboards to display our findings. The web app draws the data from Postgres then filters and displays it.

machine-learning-medical-transcription-project icon machine-learning-medical-transcription-project

For our final project, our group chose to use a dataset (from Kaggle) that contained medical transcriptions and the respective medical specialties (4998 datapoints). We chose to implement multiple supervised classification machine learning models - after heavily working on the corpora - to see if we were able to correctly classify the medical specialty based on the transcription text.

mars-web-scrape-info-page icon mars-web-scrape-info-page

In this project, I built a web application that scrapes various websites for data related to the Mission to Mars and displays the information on a single HTML page.

postgres-data-engineering-data-analysis-project icon postgres-data-engineering-data-analysis-project

For this assignment, I engineered a Postgres database to hold sample employee data from CSV's using an ERD. I then ran queries to retrieve information to learn more about the data set and the structure of this organization. I also used SQLAlchemy, Pandas, and Python to create some visuals of the data in python. The data was queried and retrieved through python.

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