Joshua P. Duffy
Servant Visionary Leader
Servant Visionary Leader
Skilled in analytical reasoning, communication and adaptive, entrepreneurial strategies for global impact.
Driven with a strong, conscientious work ethic.
Listener. Life-long learner. Team Player.
Netflix Movie vs TV Show Production
The wide range of genres and content ratings in the dataset highlights Netflix's ability to cater to diverse viewer preferences. This diversity is a key strength in attracting and retaining a broad subscriber base, essential for the success of the ad-supported tier.
Content Consumption Patterns Offer Targeted Advertising Opportunities
Analysis of viewing patterns across different types of content (movies vs. TV shows) and genres can inform targeted advertising strategies. For example, genre popularity insights can guide advertisers to place their ads within content that aligns closely with their target demographic's preferences.
Global Reach with Localized Content
The presence of international content in the dataset underscores Netflix's global reach. This provides an opportunity for localized advertising strategies, enabling brands to reach specific geographic markets with high precision.
Number of Bookings
Booking Origin
Purchase Lead (days)
Number of Passengers
Avg. Customer Satisfaction Rating Per Class
Data Samples (links below) Utilized
High-Level Suggested Strategies Based on the Data
Customize In-Flight Services Based on Customer Feedback
Enhance Digital Experience for Booking and Customer Service
Invest in Predictive Analytics for Operational Efficiency
Implement a Proactive Feedback Loop
Focus on Personalization Throughout the Customer Journey
Monthly Reviews Over Time
Top 10 Neighborhoods by Average Price
Premium Neighborhoods and Price Sensitivity
Guests booking Airbnb listings in premium neighborhoods such as Élysée and Louvre are less sensitive to price changes than those in other areas.
Supply and Demand Dynamics Affecting Availability
The high availability in certain neighborhoods (e.g., Élysée and Passy) despite high median prices suggests a supply-demand mismatch.
Seasonal Demand Fluctuations
There are significant seasonal demand fluctuations in Airbnb bookings, with certain neighborhoods experiencing peak demand during specific times of the year.
Data Samples (links below) Utilized
Top 10 Neighborhoods by Number of Listings