Netflix Prize consists of about 100,000,000 ratings for 17,770 movies given by 480,189 users. Each rating in the training dataset consists of four entries: user, movie, date of grade, grade. Users and movies are represented with integer IDs, while ratings range from 1 to 5.

Dataset Card for Dataset: NetFlix Shows

  Dataset Summary

The raw data is Web Scrapped through Selenium. It contains Unlabelled text data of around 9000 Netflix Shows and Movies along with Full details like Cast, Release Year, Rating, Description, etc.

  Supported Tasks and Leaderboards

[More Information Needed]

  Languages

[More Information Needed]

  Dataset Structure





  Data Instances

[More Information Needed]

  Data Fields… See the full description on the dataset page: https://huggingface.co/datasets/hugginglearners/netflix-shows.

This is the official data set used in the Netflix Prize competition. The data consists of about 100 million movie ratings, and the goal is to predict missing entries in the movie-user rating matrix. |Attribute| Value| |——|—-| | Data Set Characteristics: | Multivariate, Time-Series | | Attribute Characteristics: | Integer | | Associated Tasks: | Clustering, Recommender-Systems | | Number of Instances: | 100480507 | | Number of Attributes: | 17770 | | Missing Values? | Yes | | Area: | N/A | #Data Set Information: This dataset was constructed to support participants in the Netflix Prize. There are over 480,000 customers in the dataset, each identified by a unique integer id. The title and release year for each movie is also provided. There are over 17,000 movies in the dataset, each identified by

Netflix is a streaming service and production company. Crawl feeds team extracted more than 100 records from netflix for quality analysis purposes. Get in touch with crawl feeds team for complete dataset. Last extracted on 5 mar 2022

Industry data revealed that Slovakia had the most extensive Netflix media library worldwide as of July 2024, with over 8,500 titles available on the platform. Interestingly, the top 10 ranking was spearheaded by European countries. Where do you get the most bang for your Netflix buck? In February 2024, Liechtenstein and Switzerland were the countries with the most expensive Netflix subscription rates. Viewers had to pay around 21.19 U.S. dollars per month for a standard subscription. Subscribers in these countries could choose from between around 6,500 and 6,900 titles. On the other end of the spectrum, Pakistan, Egypt, and Nigeria are some of the countries with the cheapest Netflix subscription costs at around 2.90 to 4.65 U.S. dollars per month. Popular content on Netflix While viewing preferences can differ across countries and regions, some titles have proven particularly popular with international audiences. As of mid-2024, "Red Notice" and "Don't Look Up" were the most popular English-language movies on Netflix, with over 230 million views in its first 91 days available on the platform. Meanwhile, "Troll" ranks first among the top non-English language Netflix movies of all time. The monster film has amassed 103 million views on Netflix, making it the most successful Norwegian-language film on the platform to date.

Netflix's global subscriber base has reached an impressive milestone, surpassing *** million paid subscribers worldwide in the fourth quarter of 2024. This marks a significant increase of nearly ** million subscribers compared to the previous quarter, solidifying Netflix's position as a dominant force in the streaming industry. Adapting to customer losses Netflix's growth has not always been consistent. During the first half of 2022, the streaming giant lost over *** million customers. In response to these losses, Netflix introduced an ad-supported tier in November of that same year. This strategic move has paid off, with the lower-cost plan attracting ** million monthly active users globally by November 2024, demonstrating Netflix's ability to adapt to changing market conditions and consumer preferences. Global expansion Netflix continues to focus on international markets, with a forecast suggesting that the Asia Pacific region is expected to see the most substantial growth in the upcoming years, potentially reaching around **** million subscribers by 2029. To correspond to the needs of the non-American target group, the company has heavily invested in international content in recent years, with Korean, Spanish, and Japanese being the most watched non-English content languages on the platform.

This dataset provides a comprehensive collection of all titles (Movies and TV Series) available on Netflix. In addition to basic information, it includes IMDb-specific data like IMDb ID, Average Rating, and Number of Votes.

A dataset is updated daily at 10:00 AM CET. If you find this dataset helpful, feel free to give it an upvote! 😊

You can find all our APIs, maintained and developed by us, at the following link: octopusteam.dev. These APIs provide access to various features and data, ensuring high-quality and reliable integration options for your needs.

All Datasets:

• Full Netflix Dataset
• Full Apple TV+ Dataset
• Full Amazon Prime Dataset
• Full Hulu Dataset
• Full HBO Max Dataset

Introduction

Netflix Statistics: In 2024, Netflix consolidated its status as a streaming leader among competitors worldwide with enormous milestones in new subscriptions, revenue, and content extension.

This article takes a more in-depth look at Netflix statistics, including major numbers, achievements in finance, demographic distributions of subscribers, investments in content, and other strategies that enabled Netflix to continue enjoying success.

Netflix Рыночная Капитализация - Текущие значения, предыдущие значения, прогнозы, графики и экономический календарь - Jul 2025.Data for Netflix | Рыночная Капитализация including historical, tables and charts were last updated by Trading Economics this last July in 2025.

YouTube flows

1) 데이터 소개 • Netflix Movies and TV Shows Dataset은 Netflix에서 제공하는 영화와 TV 쇼에 대한 다양한 메타데이터를 포함한 데이터셋입니다. • 주요 특성으로는 영화 및 TV 쇼의 제목, 감독, 출연 배우, 국가, 추가된 날짜, 출시 연도, 평가, 장르, 총 상영 시간(분 또는 시즌 수) 등이 포함됩니다.

2) 데이터 활용 (1) Netflix Movies and TV Shows Dataset의 특성 • 이 데이터는 콘텐츠의 트렌드와 시장을 이해하고, 전 세계적인 선호도와 변화하는 소비자 취향을 분석하는 데 도움을 줍니다. • 다양한 국가에서 제공되는 콘텐츠와 그들의 장르, 출연 배우, 감독 등의 특성을 분석하는 데 유용합니다.

(2) Netflix Movies and TV Shows Dataset의 활용 • 콘텐츠 분석: Netflix의 콘텐츠가 어떻게 분포되어 있는지 분석하고, 장르나 국가에 따른 선호도를 이해할 수 있습니다. • 추천 시스템 개발: 사용자의 시청 패턴을 기반으로 유사한 콘텐츠를 추천할 수 있는 알고리즘을 개발할 수 있습니다. • 시장 분석: 각국에서 어떤 콘텐츠가 인기를 끌고 있는지, 그리고 Netflix가 특정 국가나 장르에 더 집중하고 있는지 분석하는 데 활용할 수 있습니다.

This dataset contains the data of 1000 netflix shows. It contains the title, rating, ratingdescription, rating_level, release_year, user_rating_score, user_rating_size.

Methodology

The purpose of this dataset is to understand the rating distributions of Netflix shows.

Netflix reported $50.9M in Interest Income for its fiscal quarter ending in March of 2025. Data for Netflix | NFLX - Interest Income including historical, tables and charts were last updated by Trading Economics this last July in 2025.

TV Shows and Movies listed on Netflix

This dataset consists of tv shows and movies available on Netflix as of 2019. The dataset is collected from Flixable which is a third-party Netflix search engine.

In 2018, they released an interesting report which shows that the number of TV shows on Netflix has nearly tripled since 2010. The streaming service’s number of movies has decreased by more than 2,000 titles since 2010, while its number of TV shows has nearly tripled. It will be interesting to explore what all other insights can be obtained from the same dataset.

Integrating this dataset with other external datasets such as IMDB ratings, rotten tomatoes can also provide many interesting findings.

Inspiration

Some of the interesting questions (tasks) which can be performed on this dataset -

1. Understanding what content is available in different countries
2. Identifying similar content by matching text-based features
3. Network analysis of Actors / Directors and find interesting insights
4. Is Netflix has increasingly focusing on TV rather than movies in recent years.

Netflix reported **** million paid streaming subscribers across the United States and Canada in the fourth quarter of 2024. This marked a growth of over **** million compared with the same quarter of the previous year. Why is Netflix losing subscribers? The EMEA (Europe, the Middle East, and Africa) region is Netflix's top-performing market in terms of subscribers, surpassing North America in the third quarter of 2022 for the first time. The company reported losing an estimated *** million users worldwide in the second quarter of 2022, with the number of Netflix users standing at approximately *** million that quarter. But why have audiences canceled their subscriptions? One reason for the unprecedented drop in account holders is Netflix's monthly fee, which has been increasing rapidly over the past few years. On top of that, viewers have also voiced criticism over Netflix's cancellation of popular shows and its lack of big movie franchises. What are audiences watching? Netflix's vast content library offers anything from reality TV to Hollywood blockbusters, with shows and movies delivered in many languages. As of mid-2024, European countries such as Slovakia, Bulgaria, and Slovenia boasted the largest content catalogs on Netflix. In the U.S., where audiences could choose from approximately ***** titles, “NCIS” and “Suits” ranked among the most popular streaming series on Netflix in 2023. As of that year, fan favorites “Stranger Things” and “3 Body Problem” were the most expensive Netflix original series, with production costs of ** and ** million U.S. dollars per episode, respectively.

Netflix net income/loss for the twelve months ending March 31, 2025 was $22.925B, a 52.8% increase year-over-year. Netflix annual net income/loss for 2024 was $8.712B, a 61.09% increase from 2023. Netflix annual net income/loss for 2023 was $5.408B, a 20.39% increase from 2022. Netflix annual net income/loss for 2022 was $4.492B, a 12.2% decline from 2021.

Netflix net cash flow for the twelve months ending March 31, 2025 was $-0.065B, a 101% decline year-over-year. Netflix annual net cash flow for 2024 was $0.689B, a 64.64% decline from 2023. Netflix annual net cash flow for 2023 was $1.948B, a 320.22% decline from 2022. Netflix annual net cash flow for 2022 was $-0.885B, a 59.5% decline from 2021.

Dataset

This dataset was created by Prashasti Choudhary

Contents

This dataset pertains to Netflix, a highly popular media and video streaming service. As of mid-2021, Netflix boasts more than 8,000 movies and TV shows in its library and has amassed a global subscriber base exceeding 200 million. The dataset in tabular form includes information on all the movies and TV shows accessible on Netflix, encompassing details like cast, directors, ratings, release year, duration, and more.

The action comedy film “Red Notice” was the most popular English-language Netflix movie of all time as of January 2025, based on the number of views in its first 91 days on Netflix. The film counted nearly 231 million views. The second most popular movie, “Don't Look Up,” reached about 60 million fewer views than “Red Notice.” “The Adam Project,” starring Ryan Reynolds, ranked third in popularity with roughly 158 million views.