30 items found

Tags: Spatio-temporal data

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  • SoBigData.eu: Experiment

    A new strategy for the somatotype quantification in Elite Soccer Players

    Easy-to-apply and quick methods for evaluate body composition are often preferred when assessing soccer teams. This experiment aimed to develop new equations for the...
  • SoBigData.eu: 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...
  • SoBigData.eu: Application

    Scikit-mobility

    Scikit-mobility is a library for human mobility analysis in Python. The library allows to: represent trajectories and mobility flows with proper data structures, TrajDataFrame...
  • SoBigData.eu: Dataset

    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...
  • SoBigData.eu: 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
      The resource: 'TARS and TBP' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Method

    Data-driven ranking of soccer teams

    A methodology per ranking soccer teams based on soccer logs
  • SoBigData.eu: 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.
  • SoBigData.eu: 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
      The resource: 'EAQ-EML.zip' is not accessible as guest user. You must login to access it!
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    SoBigData.eu: 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...
  • SoBigData.eu: Dataset

    Emergency Tweets 2016 Amatrice earthquake

    This dataset contais Italian tweets related to the earthquake of 2016 in the Centre of Italy (https://it.wikipedia.org/wiki/Terremoto_del_Centro_Italia_del_2016_e_d...). is...
    • ZIP
      The resource: 'EAQ-AMA.zip' is not accessible as guest user. You must login to access it!
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    SoBigData.eu: 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...
  • SoBigData.eu: Experiment

    Automatic detection of soccer roles from soccer-logs

    In this experiment we processed game events available in soccer-logs in order to identify in an unsupervised way (i.e., using a data mining clustering algorithm) a set of roles.
  • SoBigData.eu: 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...
  • SoBigData.eu: Dataset

    Emergency Tweets 2014 Genoa flood

    This dataset contains Italian tweets collected during and in the aftermath of the floods that occurred near the city of Genoa between 9 and 11 October 2014...
    • ZIP
      The resource: 'FLO-GEN.zip' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Method

    Injury forecaster for soccer players

    An algorithm to forecast the injuries of soccer players given their training workload
  • SoBigData.eu: Dataset

    Emergency Tweets 2013 Sardinia flood

    This dataset is related to the floods that occurred in the Sardinia regional district between 17 and 19 November 2013 (https://en.wikipedia.org/wiki/2013_Sardinia_floods), as...
    • ZIP
      The resource: 'FLO-SAR.zip' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: 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
      The resource: 'privacy-lib' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Geo-annotated tweets ENG-ITA

    • ZIP
      The resource: 'geo-annotated tweets.zip' is not accessible as guest user. You must login to access it!
  • SoBigData.eu: Dataset

    Emergency Tweets 2011 Christchurch earthquake

    This dataset contains tweets related to the devastating earthquake occurred on 22 February 2011, at around 12 p.m. local time in Christchurch, New Zealand...
    • CSV
      The resource: 'EAQ-CHR_tweets.csv' is not accessible as guest user. You must login to access it!
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    SoBigData.eu: 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...