Data Visualization and analysis presentation.pptx

This presentation delves into the analysis of consumption of various netflix tv programs and movies by country. Also key insights were also drawn on the trend of consumers over the years and the driving force behind the figures.

1. MARKET DATA ANALYTICS YAKUBU AKUYINGA SHAIBU Data Visualization and Exploratory Analysis Netflix Movies and TV Shows

2. INTRODUCTION The dataset contains information about movies and TV shows available on Netflix, including titles, directors, cast, country of origin, release year, rating, duration, and genre. This data can be used to analyze trends in Netflix content, such as popular genres, countries of origin, and the evolution of content over time. It can also be used to understand the characteristics of different types of content available on the platform.

3. Key observations on Shows Ratings TV-MA (Mature Audience) is the most common rating for both Movies and TV Shows TV-14 is the second most prevalent rating For Movies, there's a significant presence of R-rated content Family-friendly ratings (TV-PG, PG-13, and PG) make up a smaller but notable portion of the content The distribution shows Netflix's content library leans towards mature audiences, with fewer titles aimed at younger viewers The bar chart clearly bellows shows the comparison between Movies and TV Shows for each rating category, making it easy to see the relative proportions across both content types.

4. A Bar Chart Depicting Shows Ratings

5. Trend of Shows Added by Country over years Looking at the trend of shows added by country over time, we can observe several interesting patterns: The United States dominates content production with the highest number of titles added each year India and the United Kingdom show steady growth in content production over the years Most countries show a peak in content additions around 2019-2020 There's a noticeable decline in content additions after 2020, which could be attributed to the COVID-19 pandemic's impact on production Some countries like France and Spain have maintained relatively consistent but lower levels of content production

6. Below is the plot showing the trend of shows added by country over the years (top 10 countries)

7. Below is the summary of the average duration for Movies and TV Shows Key observations Movies  have an average duration of about 99.58 minutes. TV Shows  have an average “duration” of about 1.76, which corresponds to the number of seasons, as indicated by the data. The box plot visualization above illustrates the distribution of durations by content type: Average duration by content type TYPE AV. DURATION COUNT SD-DURATION 1 MOVIES 99.5771866840731 6131 28.2905934474174 2 SHOWS 1.7649768310912 2676 1.58275190287264

8. What are the most common genres in the dataset Here are the top genres found in the dataset CATEGORY(LISTED IN) COUNT 1 INTERNATIONAL MOVIES 2752 2 DRAMAS 2427 3 COMEDIES 1674 4 INTERNATIONAL TV SHOWS 1351 5 DOCUMENTARIES 869 6 ACTION AND ADVENTURE 859

9. How does the average duration compare between movies and TV shoes

10. And below is the bar plot visualizing the top 10 most common genres

11. CONCLUSION The dataset indicates that Comedy and International TV Shows are among the top genres, with Comedy having a significant presence in the dataset even though they are behind some other genres like International Movies and Dramas. Their strong representation highlights that viewers have diverse interests, spanning from humor to culturally diverse programming. This insight can be useful for tailoring content strategies or understanding viewer preferences across different regions or countries.

12. REFERENCES https:// www.kaggle.com/datasets/anandshaw2001/netflix-movies-and-tv-shows