Top 250 IMDB Dataset

By ranjeetverma3084 · February 5, 2026

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The analysis reveals significant variation in average film duration across different certificate ratings. A bar chart was created showing the average duration for each rating category, with PG-13 films having the longest average runtime and Passed films having the shortest.

Among the top 250 films, the NC-17 certificate rating has the best (lowest) average rank at 92.0, though this is based on only 1 film in the dataset.

The analysis identified the years with the most films in the IMDb Top 250, revealing which periods produced exceptional cinema. A colorful bar chart was created showing the top 15 years, making it easy to see which years stand out as particularly remarkable for filmmaking quality.

The analysis reveals the distribution of film certificates and ratings among the top 250 movies. Two interactive visualizations were created: a pie chart showing the breakdown of film certificates (like R, PG-13, etc.) and a bar chart displaying the most common rating scores.

The analysis successfully examined how IMDb's Top 250 films are distributed across different decades, revealing patterns in cinema's most celebrated periods. A comprehensive visualization was created showing the number of top-rated films produced in each decade.

I've analyzed the longest films in the IMDb Top 250 and their certificate ratings. Two visualizations have been created: a bar chart showing the top 20 longest films with their durations color-coded by certificate, and a pie chart displaying the certificate distribution among these lengthy films.

The shortest films in the IMDb Top 250 range from 64 to 88 minutes in duration. I've identified the 20 shortest films and analyzed their distribution across different time periods.

The top 10 ranked IMDb films share two notable characteristics: they tend to be significantly longer than average movies, and they span multiple decades of cinema history. These films were released between 1957 and 2008, with an average year of 1986 and a median of 1994, showing that 6 out of 10 are from 1990 or later. In terms of duration, they range from 96 to 202 minutes, with an impressive average of 167 minutes and median of 176 minutes—indicating these are predominantly epic-length features.

Movie duration has minimal impact on ranking. While there's a weak negative correlation (-0.153), meaning slightly longer films tend to rank a bit better, the effect is negligible. The analysis shows that films between 120-150 minutes are most common in the top 250 (95 films), while the 150-180 minute range has the best average ranking (104.5).

Classic films from before 2000 significantly outperform recent films (2014+) in the IMDb Top 250. Classic films hold 144 spots compared to just 42 for recent films, and they rank considerably higher on average (119 vs 148). This means classic films tend to appear closer to the top of the list.

There are 23 pre-1950 films that have maintained their place in the IMDb Top 250. These classic films span from the early days of cinema through 1949, demonstrating their enduring appeal and cinematic significance.

Yes, films from 2020-2025 are definitely entering the IMDb Top 250! A total of 14 recent films have made it into this prestigious list, showing that contemporary cinema continues to achieve critical acclaim.

The analysis reveals how the average duration of top-ranked films has changed over the past century. A line chart visualizes the trend across all decades from the 1920s through the 2020s, showing the evolution of film length over time.

Yes, there are clear differences in certificate rating representation between the top 50 and bottom 50 movies. The analysis successfully generated a comparison chart showing how different certificate ratings (like R, PG-13, PG, etc.) are distributed across highly-ranked versus lower-ranked films.

The IMDb Top 250 shows a relatively balanced distribution between older and newer films, with a slight lean toward more recent movies. Using 1995 as the median year, 47% of films are from before 1995 while 53% are from 1995 onwards. However, classic films tend to achieve better ranking positions on average.