嘉凯影院场次放映消费分析数据

影片表现分析及排片策略优化是电影院经营的核心，通过挖掘观影人次、票价等信息，可以用算法测算出拍片产出比。拍片产出比可以用于分析不同类型或不同电影的表现，找出哪些电影更受欢迎，可作为影院动态排片决策的重要依据。1.数据来源，影院日常经营中获取的用户购买和运营数据，包括观影人次、票价、总收入、时间信息、电影信息等；2.算法加工：每三天内该部电影放映场次N，该电影三天内票房总收入R，该电影院三天内各影片票房总收入为S，放映总场次为M，排片产出比为P，P=(R/S)/(N/M)；3.结果分析：0＜P＜0.8时，排片产出比为“低产出”，需要根据P值同比例降低排片比例，若0.8≤P≤1.2时，排片产出比为“中等产出”，排片比例可维持不变，若P＞1.2时，排片产出比为“高产出”，需要根据P值同比例提高排片比例；4.算法应用，综合考虑历史排映场次及产出数据可分析影城不同影片类型的受众程度，用P值预判新影片首次排片占比。

Film performance analysis and screening strategy optimization are core components of cinema operations. By mining data such as audience volume and ticket prices, algorithms can be used to calculate the screening output ratio. The screening output ratio can be used to analyze the performance of films of different genres or individual titles, identify which films are more popular, and serve as an important reference for dynamic screening decisions in cinemas.
1. Data Source: User purchase and operational data collected from daily cinema operations, including audience volume, ticket prices, total revenue, temporal information, film information, etc.
2. Algorithm Processing: For a given film within a 3-day period, let N denote the number of its screenings, R denote its total box office revenue, S denote the total box office revenue of all films in the cinema during the same 3-day period, and M denote the total number of screenings across all films. The screening output ratio P is calculated as P=(R/S)/(N/M).
3. Result Analysis: When 0 < P < 0.8, the screening output ratio is classified as "low output", and the screening proportion needs to be reduced proportionally based on the P value; when 0.8 ≤ P ≤ 1.2, the ratio is classified as "medium output", and the screening proportion can be maintained unchanged; when P > 1.2, the ratio is classified as "high output", and the screening proportion needs to be increased proportionally based on the P value.
4. Algorithm Application: By comprehensively considering historical screening records and output data, the audience appeal of different film genres in the cinema can be analyzed, and the P value can be used to predict the initial screening proportion of new films.

搜集汇总

数据集介绍

特点

该数据集包含嘉凯影院场次放映消费分析数据，涵盖影院、影片名称、票房等关键信息，共85880条记录，每日更新。主要用于影片表现分析及排片策略优化，通过算法计算排片产出比，为影院动态排片提供决策依据。