Cinando film festival programming dataset

This data set supports the analyses presented in the paper titled Quantifying the global film festival circuit: Networks, diversity, and public value creation, preprint available at: https://osf.io/preprints/socarxiv/g9w4b/. The R code to reproduce the analyses is available at: https://github.com/andreskarjus/cinandofestivals. The data sample is sufficient for the reproduction of results and graphs. The graphs in this paper are also available as an interactive dashboard in an online supplementary, where details behind individual data points can be easily observed: https://andreskarjus.github.io/cinandofestivals. This research has been made possible by data provided directly to authors from the Cannes Film Market (Marché du Film – Festival de Cannes), the company operating the Cinando website and database (https://cinando.com/). Launched in 2003 as the database of the attendees at the Cannes Festival, Cinando has since grown into the premier platform supporting hundreds of film festivals and film markets (industry events held during festivals, mostly oriented to promoting investment opportunities, rights sales, and production services). Cinando offers film professionals tools to navigate the film industry, including information about contacts, films, projects in development, market screening schedules, market attendees, and screeners. The platform services film festivals and markets by facilitating rights sales, investments, and business-to-business video on demand. The platform relies on a large proprietary relational database. The authors received a full database dump via a research partnership with the data owner on 2021-10-08. This data set concerns the part of the Cinando database that registers information about film festival programming and contains, at face value, 77,398 films programmed at 38,367 festival events, resulting in 183,865 film–festival event pairs, between 2007–2022 (festivals_films.csv). The festival metadata includes event and, occasionally, festival series title, event location country, and event year. Film metadata contains runtime, production year, names of crew members (filmrole.csv - only crew role and gender are made available to protect privacy), origin countries (filmcountry.csv), languages spoken in the film (filmlang.csv), and content type tags (filmgen.csv). The latter is a mixture of tags typically used to describe films within the festival context, including genre (e.g. drama, documentary), target audience (children’s, family), identity (Jewish, LGBT), and production type (TV Series, VR). The authors have cleaned and homogenized the data to make it usable and expanded it with festival type and crew gender information. Cinando technical IDs and personal data have been anonymized. The data owner supports the publication of this data set.

本数据集支撑了题为《量化全球电影节赛道：网络、多样性与公共价值创造》的论文中的分析工作，该论文的预印本可于https://osf.io/preprints/socarxiv/g9w4b/ 获取。可复现该分析的R代码已上传至https://github.com/andreskarjus/cinandofestivals。本数据集样本足以支撑研究结果与图表的复现。本文中的图表还可在在线补充材料中以交互式仪表盘形式查看，可直观获取单个数据点的详细信息：https://andreskarjus.github.io/cinandofestivals。本研究的开展得益于戛纳电影市场（Marché du Film – Festival de Cannes）的直接数据支持，该市场运营着Cinando网站与数据库（https://cinando.com/）。Cinando于2003年作为戛纳电影节参会者数据库上线，如今已成长为支撑数百个电影节与电影市场（电影节期间举办的行业活动，主要旨在推动投资机会、版权售卖与制作服务）的顶级平台。Cinando为电影从业者提供行业导航工具，涵盖联系人、影片、开发中项目、市场放映日程、市场参会者与试映片相关信息。该平台为电影节与市场提供服务，助力版权售卖、投资与企业对企业视频点播业务。该平台依托大型专有关系型数据库。研究团队于2021年10月8日通过与数据所有者的研究合作项目获取了完整的数据库导出文件。本数据集涵盖Cinando数据库中记录电影节节目编排信息的部分，在2007至2022年间，共收录38367场电影节活动中的77398部影片，总计形成183865条影片-电影节活动配对数据（festivals_films.csv）。电影节元数据包含活动（有时含电影节系列）名称、活动举办国与活动年份。影片元数据涵盖时长、制作年份、剧组成员相关数据（仅公开角色与性别以保护隐私，对应数据文件为filmrole.csv）、影片原产国（filmcountry.csv）、影片使用语言（filmlang.csv）与内容类型标签（filmgen.csv）。后者包含常用于电影节场景的影片描述标签，涵盖类型（如剧情片、纪录片）、目标受众（儿童、合家欢）、身份主题（犹太、LGBT）与制作类型（电视剧集、VR）。研究团队已对数据进行清洗与同质化处理以提升可用性，并补充了电影节类型与剧组成员性别信息。Cinando技术ID与个人数据已完成匿名化处理。本数据集的发布已获得数据所有者的支持。

搜集汇总

背景与挑战

背景概述

该数据集包含2007-2022年间全球电影节活动的电影编程信息，涵盖77,398部电影在38,367个电影节活动中的详细数据，包括电影制作人员、原产国、语言和内容类型标签等。数据来源于Cinando平台，经过清洗和匿名化处理，支持文化多样性和公共价值研究。