portfolio
![Hotel Performance Dashboard](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1677472222983-GFT14JZE82W8O97LBX0X/Hotel+Performance+Dashboard.png)
Hotel Performance Dashboard
A Tableau dashboard displaying hotel performance in various data visualization and analyses.
#Tableau #DataVisualization #Dashboards #DataAnalysis
![Predicting Billboard Hot100 Song Hits](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1661107259774-41L80B4CA243PIMFG9ZL/billboard%2Bboxplot.jpg)
Predicting Billboard Hot100 Song Hits
Featuring the use of Machine Learning and Natural Language Processing to identify what audio features and lyrics increase the likelihood of a song reaching the Billboard Hot100 chart.
#LogisticRegression #RandomForest #ADAboost #NLP #TFIDFvectorizer #LDAmodel #WebScraping #API
![Baby Name Trends](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1667536327063-WC5IHEN9JIIDYDRZHAY4/tableau.png)
Baby Name Trends
Data Visualization using Tableau featuring baby names registered at the SSA from 1880-2021. Interactive dashboard published on Tableau Public Server.
#Tableau #DataVisualization #Dashboards #DataAnalysis
![French Bakery Sales Analysis](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1667941960874-1ICZHZIA2HUS7Q7H4H7T/dow+trends.png)
French Bakery Sales Analysis
Data analysis utilizing PostgresSQL. Project is to showcase SQL coding skills as well as Microsoft Excel visualization techniques.
#PostgresSQL #SQL #MicrosoftExcel #Excel #DataAnalysis #DataVisualization
![Predicting the Age of an Abalone](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1662515217208-7WEIDGLU6I6CTG6DHCEF/abalone%2Bscatter.jpg)
Predicting the Age of an Abalone
Running regression models on statsmodels.api and sklearn frameworks to identify features that best predicted an abalone’s age. Project submitted as part of datacamp’s competition.
#Regression #Statistics #MachineLearning
![Coffee Shop Locations](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1661107282808-TA8HRQPVB8SLDFSX8OXY/coffeeshop_map.jpg)
Coffee Shop Locations
Utilizing Plotly visualization tools to create Choropleth and Scattergeo maps. Project submitted as part of datacamp’s competition in identifying Denver neighborhoods for a new coffee shop.
#DataVisualization #Plotly #Maps #Choropleth #Scattergeo #Python
![What Drives Netflix Scores?](https://images.squarespace-cdn.com/content/v1/6215cf18f7beae187a84faf5/1661107301619-06C3UKL3SNB47GAVGNYB/netflix_runtime_histogram.jpg)
What Drives Netflix Scores?
Using a multiple linear regression model to determine what features drive high scores for Netflix shows and movies. Scores are based on IMDB, TMDB, and Rotten Tomatoes.
#MultipleRegression #NLP #API