Chart Illustrating the Correlation of Key Features Obtained via Spotify API, Created in Python
Data Snippet and Visualization of Features Before Modeling
Average Popularity of Pop Artists in the Dataset, Obtained Directly via Spotify API
Box Plots to Visually Summarize the Distribution of a Key Feature (Popularity) Including Outliers
Box Plots to Visually Summarize the Distribution of a Key Feature (Valence) in the Dataset
Top 5 Coefficients from Lasso Regression Model Predicting Key Feature
Top 5 Coefficients from Ridge Regression Model Predicting Key Feature
Box Plots of Popularity Distribution Across Six Music Genres, Data from Spotify API
Correlation of Numeric Columns in Hotel Review Sentiment Analysis Project
Natural Language Processing: Top Coefficient Indicating Positive Sentiment in Hotel Reviews
Confusion Matrix: Visualizing Model Performance in Hotel Review Sentiment Analysis
Natural Language Processing: Lowest Coefficient Indicating Negative Sentiment in Hotel Reviews
Statistics and Public Health: Total Mosquito Bites Over Time, created in Python.
Statistics and Public Health: Prevalence of West Nile Virus by Mosquito Species
Statistics and Public Health: Total Number of Mosquitoes Trapped by Trap Type
WNV Presence in Mosquitoes (2008-2020): Higher Mosquito Counts Don't Indicate More WNV
Aviation Project: Top Airports with the Most Flights by Airline
Aviation Project: On-Time and Delayed Flights Over the Months
Reasons for Flight Cancellations by Month in 2018 and 2019, Created Using Tableau
US Heat Map: States with the Most Flight Departure Delays on Aviation Project
Table Calculation of Average Rental Prices in Manhattan, Grouped by Unit Type and Neighborhood
Table Calculation of Median Rental Prices in Manhattan, Grouped by Unit Type and Neighborhood
Scatter Plot: Relationship Between Two Average Values (Created in Python)
Scatter Plot: Relationship Between Two Median Values (Created in Python)
Box Plot: Detecting Outliers in Asking Price Feature of a Manhattan Rental Housing Real Estate Data
Box Plot: Zoomed-In View of Outliers in the Data
Manhattan Contract Activities (2020 to Present): Months with the Highest Signed Sale Contracts
Manhattan Neighborhoods with the Most and Fewest Signed Contract Activities (2020 to Present)
Timeline of Signed Sale Contract Activities (2020 to Sept 2024), Created in Python
Timeline of Signed Sale Contract Activities (2020 to Sept 2024), Created in Tableau
Manhattan Tableau Heatmap of Signed Sale Contract Activities (2020 to September 2024)
Manhattan Active Listings in September 2024 and Their Average/Median Prices per Sq Ft
Manhattan Active Listings in September 2024 and Their Average/Median Asking Prices per Listing
Linear Regression: Visualizing the Line of Best Fit with Seaborn
Distribution in Statistics: The Bell Curve for Height and Weight Data, created with Seaborn
The Bell Curve for Height and Weight Data, with Z-Score Analysis and Outlier Detection
Analysis of Variance (ANOVA): Comparing Multiple Groups with Box Plots and Outlier Detection
