30 items found

Tags: Network analysis

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  • Method

    STS-EPR - Trajectory generator

    Modelling human mobility is crucial in several scientific areas, from urban planning to epidemic modeling, traffic forecasting, and what-if analysis. Existing models focus on...
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  • Method

    GeoSim - Trajectory generator (integration in scikit-mobility)

    GeoSim, proposed by Toole et al. [1], is a mechanistic generative model for human mobility. GeoSim takes into account the social dimension between individuals during the...
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  • Experiment

    Simulation of individual mobility using STS-EPR

    In this experiment we simulate the mobility of individuals in New York City, London, and Tokyo, using STS-EPR. For each city, we compare the synthetic trajectories generated...
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  • Method

    NDlib

    Ndlib is a Network diffusion library that contains a set of models to simulate disease spreading and opinion dynamics.
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  • Dataset

    Facebook Wallpost

    Online interactions between users via the wall feature in the New Orleans regional network.
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  • Dataset

    WEIBO interactions

    This dataset is obtained from the 2012 WISE Challenge: built upon the logs of the popular Chinese micro-blog service WEIBO, its interactions represent mentions of users in...
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    TrainingMaterial

    Private Social Network Analysis

    Social Network Analysis course @ Master SoBigData This course introduces students to the theories, concepts and measures of Social Network Analysis (SNA), that is aimed at...
  • TrainingMaterial

    Social Network Analysis with Python

    This set of tutorials provides an introduction to Social Network Analysis in Python with networkx. Topics covered: Introduction to NetworkX NDlib: Network Diffusion library...
    • ipynb
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    TrainingMaterial

    Private Jupyter Notebooks

    King’s College London has developed complete stories around Jupyter Notebooks that form easy recipes for reproducible methods in social data science. Jupyter...
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    TrainingMaterial

    Private Text Analytics and Opinion Mining Module

    The goals of this module are: - Have a general knowledge of text mining problems and methods. - Recognize situations in which Sentiment Analysis techniques can solve...
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    TrainingMaterial

    Private Database Module

    The 'Database Module' aims to introduce database analysis, focusing on DBMS architecture, Relational Models, SQL language and SQL nested queries. It is part of the Master in...
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    TrainingMaterial

    Private Data Management for Business Intelligence Module

    This module provides an introduction to information storage and management performed in order to support business decisions of organizations. It is part of the Master in Big...
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    TrainingMaterial

    Private Data Mining and Machine Learning for Social Science

    An introductory course for data mining and machine learning for social science. The course focuses on presenting typical data mining and machine learning techniques by using a...
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    TrainingMaterial

    Private Data Mining and Machine Learning Module

    The module provides an introduction to base concepts of data mining and knowledge extraction process, introducing analytical models and algorithms for clustering,...
  • Method

    Modelling Scientific Migration

    This method is an adaptation of the general migration models to understand scientific migration. Under development.
  • Method

    NDlib-rest

    Network Diffusion Library REST Service. This project offers a REST interface for the NDlib Python library.
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  • Method

    KDDMultiGraph

    Framework to model and analyze multidimensional networks
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  • Method

    Leader Detect

    Leader Detect is an algorithm that takes as input a social network and a table of actions performed by the people in the social networks and returns for each action the list...
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  • Method

    Nowcasting migration stocks and flows

    This method nowcasts migration stocks and flows by using Twitter data. Under development.
  • Method

    Economic Integration Model

    This model allows to understand the integration process of immigrants starting from retail data. Under development.
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