3 datasets found
  1. A

    ‘Market Basket Analysis Data’ analyzed by Analyst-2

    • analyst-2.ai
    Updated Nov 12, 2021
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    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2021). ‘Market Basket Analysis Data’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-market-basket-analysis-data-6aae/1e94b0f7/?iid=009-782&v=presentation
    Explore at:
    Dataset updated
    Nov 12, 2021
    Dataset authored and provided by
    Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Analysis of ‘Market Basket Analysis Data’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/ahmtcnbs/datasets-for-appiori on 12 November 2021.

    --- Dataset description provided by original source is as follows ---

    Market Basket Analysis Apriori algorithm is given by R. Agrawal and R. Srikant in 1994 for finding frequent itemsets in a dataset for boolean association rule. Name of the algorithm is Apriori because it uses prior knowledge of frequent itemset properties. We apply an iterative approach or level-wise search where k-frequent itemsets are used to find k+1 itemsets.

    --- Original source retains full ownership of the source dataset ---

  2. d

    Replication Data for: Svalbard through the prism of Russian media

    • search.dataone.org
    Updated Sep 25, 2024
    + more versions
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    Obukhova, Anna (2024). Replication Data for: Svalbard through the prism of Russian media [Dataset]. http://doi.org/10.18710/UEZZUS
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    Dataset updated
    Sep 25, 2024
    Dataset provided by
    DataverseNO
    Authors
    Obukhova, Anna
    Time period covered
    Jan 1, 2010 - Dec 31, 2021
    Area covered
    Russia, Svalbard
    Description

    The study applies Market Basket Analysis and Keymorph Analysis to analyze the articles related to Svalbard published in a sample of Russian mainstream federal and north-western regional media outlets produced between 2010 and 2021. The data for Market Basket Analysis is divided into six target subcorpora: Federal 2010-2013, Regional 2010-2013, Federal 2014-2017, Regional 2014-2017, Federal 2018-2021, and Regional 2018-2021. The data for Keymorph Analysis consists of six target subcorpora: Federal 2010-2013*, Regional 2010-2013*, Federal 2014-2017*, Regional 2014-2017*, Federal 2018-2021*, and Regional 2018-2021*. The data for Keymorph Analysis are the texts containing the keyword 'Spitsbergen' obtained from the data for Market Basket Analysis. Market Basket Analysis is used to retrieve Associative Arrays consisting of various keywords for the keyword meaning 'Spitsbergen'. Keymorph Analysis examines the prominence of the grammatical cases of nouns meaning 'Russia', 'Norway', and 'Spitsbergen'. The dataset includes: 1) the R code for keyword analysis (keywords serve as an input for Market Basket Analysis); 2) lists of keywords obtained from six target subcorpora Federal 2010-2013, Regional 2010-2013, Federal 2014-2017, Regional 2014-2017, Federal 2018-2021, and Regional 2018-2021; 3) the R code for Market Basket Analysis; 4) examples with the nouns meaning 'Russia', 'Norway', and 'Spitsbergen' extracted from six target subcorpora Federal 2010-2013*, Regional 2010-2013*, Federal 2014-2017*, Regional 2014-2017*, Federal 2018-2021*, and Regional 2018-2021* and annotated according to the grammatical cases of these nouns as well as the semantic meanings of the cases; 5) the calculated difference index (DIN*) values for the grammatical cases of the nouns meaning 'Russia', 'Norway', and 'Spitsbergen'. The DIN* was used in Keymorph Analysis as the effect size metric; 6) the R code for creation of the bar chart with DIN* values for the grammatical cases of the nouns meaning 'Russia', 'Norway', and 'Spitsbergen'.

  3. D

    Replication Data for: Svalbard through the prism of Russian media

    • dataverse.no
    Updated Apr 12, 2024
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    Anna Obukhova; Anna Obukhova (2024). Replication Data for: Svalbard through the prism of Russian media [Dataset]. http://doi.org/10.18710/UEZZUS
    Explore at:
    text/comma-separated-values(427848), text/comma-separated-values(1760075), txt(2921), text/comma-separated-values(406156), text/comma-separated-values(418293), text/comma-separated-values(432296), text/comma-separated-values(419619), text/comma-separated-values(421867), text/comma-separated-values(191), txt(21913), txt(3636), text/comma-separated-values(192), text/comma-separated-values(419847), text/comma-separated-values(187), text/comma-separated-values(2262429), text/comma-separated-values(417440), text/comma-separated-values(418858), txt(450), text/comma-separated-values(431215), text/comma-separated-values(414390), text/comma-separated-values(405047), text/comma-separated-values(311666), text/comma-separated-values(1348443), text/comma-separated-values(2412012), text/comma-separated-values(188), text/comma-separated-values(432412), text/comma-separated-values(418835), text/comma-separated-values(1314773), text/comma-separated-values(1300774), text/comma-separated-values(217119), text/comma-separated-values(423337), text/comma-separated-values(413748), text/comma-separated-values(190)Available download formats
    Dataset updated
    Apr 12, 2024
    Dataset provided by
    DataverseNO
    Authors
    Anna Obukhova; Anna Obukhova
    License

    https://dataverse.no/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.18710/UEZZUShttps://dataverse.no/api/datasets/:persistentId/versions/1.0/customlicense?persistentId=doi:10.18710/UEZZUS

    Time period covered
    Jan 1, 2010 - Dec 31, 2021
    Area covered
    Russia
    Dataset funded by
    The Research Council of Norway
    Description

    The study applies Market Basket Analysis and Keymorph Analysis to analyze the articles related to Svalbard published in a sample of Russian mainstream federal and north-western regional media outlets produced between 2010 and 2021. The data for Market Basket Analysis is divided into six target subcorpora: Federal 2010-2013, Regional 2010-2013, Federal 2014-2017, Regional 2014-2017, Federal 2018-2021, and Regional 2018-2021. The data for Keymorph Analysis consists of six target subcorpora: Federal 2010-2013*, Regional 2010-2013*, Federal 2014-2017*, Regional 2014-2017*, Federal 2018-2021*, and Regional 2018-2021*. The data for Keymorph Analysis are the texts containing the keyword 'Spitsbergen' obtained from the data for Market Basket Analysis. Market Basket Analysis is used to retrieve Associative Arrays consisting of various keywords for the keyword meaning 'Spitsbergen'. Keymorph Analysis examines the prominence of the grammatical cases of nouns meaning 'Russia', 'Norway', and 'Spitsbergen'. The dataset includes: 1) the R code for keyword analysis (keywords serve as an input for Market Basket Analysis); 2) lists of keywords obtained from six target subcorpora Federal 2010-2013, Regional 2010-2013, Federal 2014-2017, Regional 2014-2017, Federal 2018-2021, and Regional 2018-2021; 3) the R code for Market Basket Analysis; 4) examples with the nouns meaning 'Russia', 'Norway', and 'Spitsbergen' extracted from six target subcorpora Federal 2010-2013*, Regional 2010-2013*, Federal 2014-2017*, Regional 2014-2017*, Federal 2018-2021*, and Regional 2018-2021* and annotated according to the grammatical cases of these nouns as well as the semantic meanings of the cases; 5) the calculated difference index (DIN*) values for the grammatical cases of the nouns meaning 'Russia', 'Norway', and 'Spitsbergen'. The DIN* was used in Keymorph Analysis as the effect size metric; 6) the R code for creation of the bar chart with DIN* values for the grammatical cases of the nouns meaning 'Russia', 'Norway', and 'Spitsbergen'.

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Share
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TwitterTwitter
Email
Click to copy link
Link copied
Close
Cite
Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com) (2021). ‘Market Basket Analysis Data’ analyzed by Analyst-2 [Dataset]. https://analyst-2.ai/analysis/kaggle-market-basket-analysis-data-6aae/1e94b0f7/?iid=009-782&v=presentation

‘Market Basket Analysis Data’ analyzed by Analyst-2

Explore at:
Dataset updated
Nov 12, 2021
Dataset authored and provided by
Analyst-2 (analyst-2.ai) / Inspirient GmbH (inspirient.com)
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Description

Analysis of ‘Market Basket Analysis Data’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/ahmtcnbs/datasets-for-appiori on 12 November 2021.

--- Dataset description provided by original source is as follows ---

Market Basket Analysis Apriori algorithm is given by R. Agrawal and R. Srikant in 1994 for finding frequent itemsets in a dataset for boolean association rule. Name of the algorithm is Apriori because it uses prior knowledge of frequent itemset properties. We apply an iterative approach or level-wise search where k-frequent itemsets are used to find k+1 itemsets.

--- Original source retains full ownership of the source dataset ---

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