Who is the Centre of the Movie Universe? Using Python and NetworkX to Analyse the Social Network of Movie Stars

影视演员社会网络分析

Analyzing Social Networks of Actors in Movies and TV Shows

本研究利用IMDb与Netflix数据，借助Python和NetworkX分析影视行业演员与导演的社会网络，挖掘合作模式、聚类特征等规律，为理解行业动态及OTT平台影响提供参考。

The cityseer Python package for pedestrian-scale network-based urban analysis

cityseer-api is a Python package consisting of computational tools for fine-grained street-network and land-use analysis, helpful in assessing the morphological precursors to vibrant neighbourhoods. It is underpinned by network-based methods developed specifically for urban analysis at the pedestrian scale. cityseer-api computes a variety of node and segment-based network centrality methods, land-use accessibility and mixed-use measures, and statistical aggregations. Accessibilities and aggregations are computed dynamically over the street-network while taking walking distance thresholds and t…

Social Network Analysis: From Graph Theory to Applications with Python

Social network analysis is the process of investigating social structures through the use of networks and graph theory. It combines a variety of techniques for analyzing the structure of social networks as well as theories that aim at explaining the underlying dynamics and patterns observed in these structures. It is an inherently interdisciplinary field which originally emerged from the fields of social psychology, statistics and graph theory. This talk will covers the theory of social network analysis, with a short introduction to graph theory and information spread. Then we will deep dive i…

NPAP：Python中的网络划分与聚合包

NPAP: Network Partitioning and Aggregation Package for Python

NPAP通过划分与聚合两步流程降低网络图空间复杂度，提供13种划分策略和两种聚合配置，适用于各类网络图分析。