Netflix shows csv 0. Data points: An interactive Power BI dashboard analyzing 8809 Netflix movies from 1715 to 2021, showcasing trends in movie durations, director contributions, ratings, and global release patterns. csv') print(df. 000000 265. TV shows and movies dataset from Netflix. Data Source: UPDATE: Just scroll to the bottom of the Netflix Top 10 Page and you can download the raw data. Show Gist options. Skip to content. However, you can manually view your watch history by going to your Netflix account settings under ‘Viewing About Data. netflix_df = pd. It covers various parameters like the type of title, director, cast, production country, release year, and Data analysis and visualization of Netflix Movies and TV Shows using Power BI. entertainment. Use Free Netflix Movie Data by Omar Ureña on Oct 5. 699997 266. Password. Although Netflix shut down it’s “public” API, Netflix still maintains its own internal, Here we can see that most of the titles that Netflix has available are movies (around 6131), while there are only 2676 TV Shows available. How those are distributed? Analyze data of more than 8,500 movies and TV shows available on Netflix. Since movie has variety of genre, still the top genre is Movies and TV Shows listings on Netflix (July, 2022) Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. raw Copy download link. The data ” TV shows on Netflix, Prime Video, Hulu and Disney+ ” can be found here. like 11. In this data analysis journey, we delve into the Netflix dataset available on Kaggle “Netflix does not currently offer a built-in feature to export or import a CSV file of your watched shows and movies. Distribution of Netflix shows among different ratings. The dataset contains a large number of TV shows from the above-mentioned streaming services. File too large to display, you can You signed in with another tab or window. csv; raw_credits. 3. Netflix, Inc. show type: TV show or movie. It has data from Netflix, one of the world’s most popular streaming platforms, dating from 2008 to 2021. csv; raw_titles. This data typically includes aspects like the type of content (movie or TV show), title, director, cast, country of production, date added to Netflix, release year, rating, duration, genre, and a brief description. NETFLIX MOVIES AND TV SHOW CLUSTERING. Using the Netflix dataset from Kaggle, I solved 20 critical business problems, uncovering insights about trends, audience preferences, and global content strategies. csv) of each movie and show on the platform. Kaggle uses cookies from Google to deliver and enhance the Flixable is a search engine for video streaming services that offers a complete list of movies and shows streaming on Netflix. Netflix is a streaming service and production company. It includes details such as the type of content (TV show or movie), titles, directors, cast members, countries of origin, dates added to the platform, release years, ratings, durations, and genres. Target age group. Identifying the most prevalent ratings gives us a snapshot of the content Netflix netflix-shows. 259995 11896100: 2018-02-06 247. FAQ. s52 This data set contains series and movies available on Netflix in the US (as of late 2020). Download ZIP Star 0 (0) You must be signed in to star a gist; show_id type title director cast country date_added release_year rating duration listed_in description; s1: Movie: Dick Johnson Is Dead: Kirsten Johnson: This repository contains notebook + code for DataCamp community post on groupbys, split-apply-combine and pandas. pyplot as plt import numpy as np import seaborn as sns df = pd. Contents. csv contains a list of the tv shows and movies available on Netflix as of 2019 (the dataset is under a CC0 Public Domain license and had been downloaded using kaggle APIs). csv We can't make this file beautiful and searchable because it's too large. csv; For this analysis I'll be using 2 raw files raw_credits and raw_titles which contain 5806 entries of movies/shows in raw_title and 77,214 entries for actors/directors in raw_credits respectively. Learn more This dataset provides data on the movies and TV shows available on Netflix, a popular streaming service. 4 MB. The search engine released the Netflix Movies and TV Shows data set, which includes the netflix_titles. Updated TV Netflix TV Shows and Movies Dataset . Welcome to my Netflix Movies & TV Shows Data Analysis project! 🚀 This repository is more than just SQL queries; it’s a journey into data-driven storytelling. Dataset card Data Studio Files Files and versions Community Dataset Viewer. In [6]: # null values netflix_data. If you see a limited list, use the Show More button. Built using asynchronous Python-Fast API framework. They have over 8000 movies or tv shows available on their platform, as of mid-2021, they have over 200M Subscribers globally Exploring datasets of Netflix for Future Release of TV shows and Movies on the Platform. This blog tells you how to scrape Netflix movies & TV shows data, EDA (Exploratory Data Analysis) & Visualization with Python and how X-Byte can help in that. head ()) show_id type title director cast country date_added release_year duration description genre; 0: s1: Scanning the column, it's clear there are also TV shows in the dataset This project presents an interactive Power BI dashboard focused on Netflix's extensive library of movies and TV shows. bd950c4 about 2 years ago. To download a list into a spreadsheet, select Download all at the bottom of the page. csv' INTO TABLE netflix_data FIELDS TERMINATED BY ',' ENCLOSED BY '"' LINES TERMINATED BY '\n' IGNORE 1 ROWS; SELECT COUNT(*) as total_content FROM netflix_data; select distinct type from Introduction. csv; Best Shows Netflix. csv file in this repository contains a comprehensive dataset sourced from Review the console output for rich insights into Netflix TV shows and movies. csv file each row containing data about a Movie/TV show. Netflix! What started in 1997 as a DVD rental service has since exploded into the largest entertainment/media company by market capitalization, boasting over 200 million subscribers as of January 2021. read_csv ('netflix. history contribute delete No virus 3. Created April 16, 2022 08:23. csv) and the other for the cast (credits. This repository contains a Jupyter Notebook conducting a thorough Exploratory Data Analysis of a dataset containing information about Netflix's catalogue. Learn more. We decided to use this dataset because it provided elaborate information regarding Watch Netflix movies & TV shows online or stream right to your smart TV, game console, PC, Mac, mobile, tablet and more. csv', delimiter = ",") In [3]: # Showing first 5 rows of netflix dataframe df_netflix. - j Description: Objective: Analyzed Netflix dataset to derive insights on content distribution, genres, directors, and more. b. Go to /docs to see the full list of available endpoints. The dataset is collected from Flixable which is a third-party Netflix search engine. - datacamp/community-groupby This dataset contains +5k unique titles on Netflix with 15 columns containing their information, including: ID: The title ID on JustWatch. The following README provides a detailed account of the project's objectives, CREATE TABLE netflix_data( show_id varchar(10), type varchar(30), title varchar(300), director varchar(208), cast varchar(1000), country /netflix_titles. release year: The release year. While Netflix used to have an official API in 2014 for scraping publicly available catalog data for movies & shows, it has since been shut down, offering little support for anyone wanting to perform some analysis for movies & shows within the Netflix catalog. csv file. You can use this dataset to discover the movies and TV shows available on Netflix, as well as their title, type, director, cast, This repository contains notebook + code for DataCamp community post on groupbys, split-apply-combine and pandas. read_csv ("datasets/netflix_data. type: Gives information about 2 different unique values one is TV Show and another is Movie Contribute to selvasriram1105/Netflix-TV-shows-and-Movies-Dataset development by creating an account on GitHub. This rep consists data preprocessing and visualization of Netflix TV shows and movies dataset - kartirai/Netflix-TV-shows-and-movies-dataset import pandas as pd df = pd. Something went wrong and this page crashed! If the issue The first step was to have a brief look at the data file (. csv contains more than 6k titles with 15 columns. This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. Last extracted on 5 mar 2022. read Unsupervised ML on Netflix Dataset . Netflix is one of the most popular media and video streaming platforms. This dataset contains data collected from Netflix of different TV shows and movies from the year 2008 to 2021. Contribute to nadeeha/Netflix-Movies-and-TV-Shows-Clustering development by creating an account on GitHub. 899994 250. With over 8000+ titles available on their platform, the dashboard offers i The data. Go to /docs to see the full list of available TV shows and movies dataset from Netflix. An analysis of Netflix shows dataset exploring distribution, trends, and characteristics. The dataset netflix_titles. csv. Formats: csv. csv contains a list of the tv shows and movies available on Netflix as of 2019 (the dataset is under a CC0 Public Domain license and had been downloaded using International TV Shows, TV Dramas, TV Sci-Fi & Fantasy After the ancient Great War, the god Chitragupta oversees a trial to determine who were the battle's true heroes and villains. Auto-converted to Parquet API Netflix, Inc. Netflix launched in India in early 2016, its basic Netflix’s extensive database, known as the Netflix Titles dataset, is a crucial resource for analysis in the streaming media landscape, cataloging over 8,800 titles, including movies and TV shows. With this dataset I am trying to visualize sort of movies or shows Netflix produces, in which countries it invests. The dataset we were provided with contains several columns and other numerical You signed in with another tab or window. data = pd. csv - Input dataset having information about different shows/movies available on Netflix. By following the structured process outlined in this README, stakeholders can replicate the analysis and tailor it to specific business questions for informed decision-making. 4. The dataset contains 7,787 records and 11 features, including information about movies and TV shows from 1925 to 2021. . Follow. 720001 12595800 The table named Netflix Movies and TV Shows contains data on 8807 shows and movies with 13 different columns, providing information about genres, release dates, ratings, durations, etc. Highlights include total shows by country, trends by release year, ratings distribution, and genre popularity. The dataset contains one "csv" file which has 7787 entries with the following information: Type: Movie or TV Show; Title: The name of the movie/tv show; Director; Cast: The names of the movie/tv show's cast; Country: The country(s) which this movie/tv show was filmed; Date added: The date when the movie/tv show was added on Netflix; Release year This projects goal is to utilize SQL, Excel and Power BI to analyze Netflix's movie and TV show dataset in order to find insightful information. head Out[3]: Unnamed: 0 type title director cast country release_year duration Dramas, LGBTQ Movies: Tormented by bullies, an aspiring drag star wo 2020: 12: Dramas: 1: This repository contains notebook + code for DataCamp community post on groupbys, split-apply-combine and pandas. Listings of movies and tv shows on Netflix - Regularly Updated Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. 000000 267. The titles. age certification: The age certification. head(3)) Dataset . There’s no need to do all of this! On November 16, 2021 Netflix launched a new website reporting its top 10 titles that you can access at Netflix Top 10 Page. 5. The CSV file contains the following columns: show_id: Unique ID for every movie/tv-show; type: Type of the show - Our project centered around a robust and extensive Netflix dataset comprising 5,850+ unique titles encompassing movies and TV shows. This is big news - as many people wish that Netflix would restore its official Data API to scrape popular You signed in with another tab or window. Choose a language. read_csv('netflix_titles. Utilising Python and its numerous libraries, the notebook aims to reveal and visualise trends and interesting insights from the data and present them using professional visualisation techniques. isnull(). Top 10 Ratings on Netflix. Provides insights with dynamic visualizations and key metrics for content analysis. The dataset contains information on over 13,000 titles available on Netflix as of September 2021, including movies, TV shows, documentaries, and other content from around the world. Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. Data cleaning and preparation were done in Excel, and the project highlights include geospatial mapping, dynamic KPIs, and insightful visualizations. Data Source: Dataset - Dataset taken from AlmaBetter; 🗺️ Dataset Description. Netflix was founded in 1997 by Reed Hastings and Marc Randolph in netflix-movies. To review, open s3,TV Show,Ganglands,Julien Leclercq,,"September 24, srang992 / netflix_data. In this project, we are going to explore the dataset from Kaggle and we would like to find out how long the Netflix datasets are collections of data that provide detailed information about the content available on the Netflix platform. Hope you will enjoy the visualization provided by me. Email Address. netflix_titles. Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. What are Workspace templates? 1. Movies and TV Shows by Top 10 Directors: Show all records where the category is "Movie" and type is "Comedians" or the country is "United Kingdom. 259995 254. The year in which the TV Show was produced. Acquired in May 2022, this dataset provided a rich array of attributes including title details, release API that allows users to search, sort, and filter your favorite Movies and TV Shows. Create Your Free Account. Contribute to FBetulS/netflix-movies-tv-shows development by creating an account on GitHub. of null values. No Show_id Type Title This dataset contains two files, one for the titles (titles. title: The name of the title. We extracted the information from a zip file into a csv file and loaded it into a Pandas DataFrame. Scrape Netflix Catalog Data. x; Exploratory Data Analysis and Data Visualization on Netflix TV Shows and Movies dataset using Python and MS Excel. csv; Best Show by Year Netflix. I have clustered similar movies and TV Shows available on Netflix taking into account of attributes like Description, Cast, Director, Genre etc of a particular movie/show. Action Movies & Series; Animated Movies & Series; Comedy Movies & Series; Crime, Mystery, & Thriller Movies & Series; Documentary Movies & Series; Drama Movies & Series Netflix İçerik Analizi. or. The goal of this project is to use Netflix data (7787,12) to classify and group movies and shows into specific clusters. The dashboard provides valuable insights into the top 5 movies and shows on Netflix based on IMDb scores, Date Open High Low Close Adj Close Volume: 2018-02-05 262. we would load a CSV file named that with netflix_df for a dataset. Contribute to oscarliu97/netflix_shows development by creating an account on GitHub. About the Dataset: The Netflix movies and TV shows dataset encompasses a wide range of variables related to the content available on the platform. - Drashti16N/Netflix-Movies-TV-Shows-Data-Analy "Discover Netflix's World: Movies & TV Shows Analyzed, Visualized, and Ready for You signed in with another tab or window. With this data set it is possible to create a high-quality exploratory data analysis project. Libraries: Datasets. csv") Then check the initial 5 data. This s12,TV Show,Bangkok Breaking,Kongkiat Komesiri,"Sukollawat Kanarot, Sushar Manaying, Pavarit Mongkolpisit, Sahajak Boonthanakit, Suthipongse Thatphithakkul, Insights with Story Telling: This Netflix data analysis performed with 8807 unique records which has Type of 6131 movies & 2676 TV shows. read_csv('netflix_titles_2021. Includes visualizations on types, countries, ratings, durations, and release years. - datacamp/community-groupby This Netflix Dataset has information about the TV Shows and Movies available on Netflix till 2021. runtime: The length of the episode (SHOW # Import netflix dataset into pandas dataframe df_netflix = pd. Exploring the Depths of Netflix: A Comprehensive Dataset of Movies and TV Shows Exploring the Depths of Netflix: A Comprehensive Dataset of Movies and TV Shows. Netflix Movies & TV Shows Clustering, we were able to analyse and perform an unsupervised Machine Learning Algorithm for the unlabelled datasets. Size: 1K - 10K. Get in touch with crawl feeds team for complete dataset. import pandas as pd import matplotlib. Text. Targets data enthusiasts and Netflix users. Launched on August 29, 1997, it offers a film and television series library through distribution deals as well as its own productions, known as Netflix Originals. Reload to refresh your session. csv") # Print the first five rows of the DataFrame display (netflix_df. Tools & Technologies: SQL, Python You signed in with another tab or window. csv - Contains the records of movies and tv show released during 1925 to 2021. The goal is to extract valuable insights and answer various business questions based on the dataset. sum() #isnull() function is used to check the null values in the datset and sum() here is used add the total no. 720001 265. This method of storytelling enhances comprehension for readers, making easier to glean insights compared to parsing raw data files. is an American technology and media services provider and production company headquartered in Los Gatos, California. IMDB Rating. License: cc0-1. Here is the link to my interactive Power BI Dash You have been provided a dataset of Netflix which consists of TV shows and movies available on Netflix as of 2019. 2. netflix-shows / netflix_titles. csv; Best Movies Netflix. - datacamp/community-groupby Netflix Movies and TV Shows 2021 dataset is sourced from Kaggle, enabling us to draw insights through analysis and visualize the findings through plots. The dataset was downloaded from Kaggle . Use Free Template. " Additionally, display the top 10 directors who gave the highest number of TV An interactive Power BI dashboard analyzing Netflix Movies and TV Shows. csv at main · allenkong221/netflix-titles-dataset Best Movie by Year Netflix. You switched accounts on another tab or window. We will utilize techniques such as K-means clustering, Agglomerative clustering and content-based recommendation systems to analyze the data and provide personalized suggestions to consumers based on their preferences. The name of the Dataset used for this projects is netflix_titles. pandas. In 2018, they released an interesting report which shows that the number of TV shows on Netflix has nearly tripled since 2010. OK, Got it. 029999 254. 700012 245. csv) to analyze the columns, data types, and missing values. Implemented in Python using pandas and visualization libraries. is an American subscription streaming service and production company. espejelomar Upload with huggingface_hub. The downloaded file can be opened using any spreadsheet software that supports the CSV file format. - DinushaSS/Netflix-Movies-TV-Shows- # Read in the CSV as a DataFrame netflix_df = pd. Given the large number of movies and series available on the platform, it is a perfect opportunity to flex our data Explore and run machine learning code with Kaggle Notebooks | Using data from Netflix Movies and TV Shows. csv') This project provides a detailed analysis of Netflix’s TV shows and movies dataset, offering insights into performance trends, genre preferences, regional distributions, and more. NETFLIX MOVIES AND TV SHOWS CLUSTERING. Explore trends, distributions, and insights from a comprehensive Netflix dataset. This dataset is collected from Flixable which is a third-party Netflix search engine, and International TV Shows, Romantic TV Shows, TV Comedies In a city of coaching centers known to train India’s finest collegiate minds, an earnest but unexceptional student API that allows users to search, sort, and filter your favorite Movies and TV Shows. This dataset was sourced from Kaggle from here. , which can be analyzed to gain valuable insights on Netflix's content library for various purposes. Name of the TV Show. Step 1: First, let’s import the necessary libraries and read and display the . description: A brief description. Croissant + 1. There are 6234 rows in the netflix_tiltes. Tasks ¶ Data analysis on Netflix shows The dataset. Something went wrong and this page crashed! If the Contribute to ARpra-777/Netflix-Shows-Analysis development by creating an account on GitHub. Description of Netflix Dataset. You signed out in another tab or window. Created dashboard using Power BI. Netflix, the streaming giant, hosts a vast array of movies and TV shows from various genres and countries. Something went wrong and this page crashed! If the issue persists, it's likely a problem on our side. Requirements. Python 3. Out[6]: type 0 title 0 Movies and TV Shows listings on Netflix (March, 2023) Kaggle uses cookies from Google to deliver and enhance the quality of its services and to analyze traffic. csv View all files This project involves a comprehensive analysis of Netflix's movies and TV shows data using SQL. read_csv("netflix_titles. Findings in (a): The count of Movies is more than twice the count of TV shows. This dataset contains listings of all the movies and tv shows available on Netflix, along with details such as cast, directors, ratings Exploratory Data Analysis on Netflix Movies and TV Shows - netflix-titles-dataset/netflix_titles. Crawl feeds team extracted more than 100 records from netflix for quality analysis purposes. Regarding, the features, the dataset contains: 1. This dataset was found on Kaggle. Loading your friend's data into a dictionary. dtyt cnxcv tknv fwkt bglga pvwxsz fnmpb qvhaav pfqjgf bqtsj snum cbss skbwh mbhe fdyww
Netflix shows csv. Updated TV Netflix TV Shows and Movies Dataset .
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