portfolio

Hotel Performance Dashboard
Hailey Lee Hailey Lee

Hotel Performance Dashboard

A Tableau dashboard displaying hotel performance in various data visualization and analyses.

#Tableau #DataVisualization #Dashboards #DataAnalysis

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Predicting Billboard Hot100 Song Hits
Hailey Lee Hailey Lee

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

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Baby Name Trends
Hailey Lee Hailey Lee

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

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French Bakery Sales Analysis
Hailey Lee Hailey Lee

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

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Predicting the Age of an Abalone
Hailey Lee Hailey Lee

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

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Coffee Shop Locations
Hailey Lee Hailey Lee

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

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What Drives Netflix Scores?
Hailey Lee Hailey Lee

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

Currently in progress. Check back for updates.

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