32 items found

Tags: Spatio-temporal data

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  • Dataset

    A public data set of spatio-temporal match events in soccer competitions

    Soccer analytics is attracting increasing interest in academia and industry, thanks to the availability of sensing technologies that provide high-fidelity data streams for every...
    • JSON
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    • text/x-python
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  • Method

    Explaining the difference between men and women football

    Women's football is gaining supporters and practitioners worldwide, raising questions about what the differences are with men's football. While the two sports are often...
  • Dataset

    Soccer Events

    This dataset contains data regarding one full season of soccer games. For each player there are locations (positions in pitch) visited and all the events they generated...
    • ZIP
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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 Interactive Learning Environments

    King’s College London developed a variety of data science materials based on R and Python. R is a de facto standard in statistical computing and visualisation, while our...
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    Dataset

    Private Soccer Data Challenge dataset

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    TrainingMaterial

    Private High Performance and Scalable Analytics Module

    Mining with big data or big data mining has become an active research area. Running current analytical methodologies and software tools on a single personal computer cannot...
  • TrainingMaterial

    Introduction to Data Curation

    This course is an introduction to data collection, data preparation & transformation and data analysis. It contains the essential concepts for a researcher in order to...
    • PDF
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  • Method

    Data-driven ranking of soccer teams

    A methodology per ranking soccer teams based on soccer logs
  • Method

    Injury forecaster for soccer players

    An algorithm to forecast the injuries of soccer players given their training workload
  • Method

    TARS based prediction for Next Basket

    Nowadays, a hot challenge for supermarket chains is to offer personalized services to their customers. Market basket prediction, i.e., supplying the customer a shopping list...
    • HTML
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  • Method

    Privacy Risk on Trajectories

    This method provides a Privacy Risk Assessment on mobility data, in terms of trajectories or aggregation of trajectories, i.e., locations with frequency of visit and locations...
    • Python
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  • Method

    Soccer teams ranking simulator

    This algorithm simulates the outcomes of an entire season of each team of a football league only relying on technical data (i.e., excluding the goals scored), by exploiting a...
  • Method

    GSP - Geo-Semantic-Parsing

    GSP receives a text document as input and returns an enriched document, where all mentions of places/locations are associated to the corresponding geographic coordinates. To...
  • Method

    PlayeRank evaluation framework

    The problem of evaluating the performance of soccer players is attracting the interest of many companies and the scientific community, thanks to the availability of massive...
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  • Method

    Nowcasting well-being with human mobility data

    This method describes an analytical framework to nowcast well-being by using mobility measures extracted from mobile phone data.
  • Dataset

    Wyscout soccer-logs dataset

    A dataset of soccer-logs for all the main soccer leagues in the world, from season 2014/2015 to the current one.
  • Dataset

    Emergency Tweets 2012 Emilia earthquake

    This dataset contains 3,170 Italian tweets about the earthquakes that stroke the Emilia Romagna regional district in Italy on 20 May 2012 starting from 4 a.m. local time...
    • ZIP
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  • Application

    NervousNet

    The planetary nervous system is a large-scale distributed research platform that provides real-time social sensing services as a public good. Existing Big Data systems...
    • url
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  • Dataset

    Mobility index for local quarantines in Chile

    Fighting the COVID-19 pandemic, most countries have implemented non-pharmaceutical interventions like wearing masks, physical distancing, lockdown, and travel restrictions....
    • CSV
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