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  "Type": "Package",
  "Title": "Analyzing Partial Rankings in Networks",
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  "Authors@R": "c(\nperson(\"David\", \"Schoch\", email = \"david@schochastics.net\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0003-2952-4812\")),\nperson(\"Julian\",\"Müller\", email = \"julian.mueller@gess.ethz.ch\", role = \"ctb\"))",
  "Description": "Implements methods for centrality related analyses of\nnetworks. While the package includes the possibility to build\nmore than 20 indices, its main focus lies on index-free\nassessment of centrality via partial rankings obtained by\nneighborhood-inclusion or positional dominance. These partial\nrankings can be analyzed with different methods, including\nprobabilistic methods like computing expected node ranks and\nrelative rank probabilities (how likely is it that a node is\nmore central than another?). The methodology is described in\ndepth in the vignettes and in Schoch (2018)\n<doi:10.1016/j.socnet.2017.12.003>.",
  "URL": "https://github.com/schochastics/netrankr/,\nhttps://schochastics.github.io/netrankr/",
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  "Repository": "https://schochastics.r-universe.dev",
  "Date/Publication": "2025-09-23 19:42:01 UTC",
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  "Maintainer": "David Schoch <david@schochastics.net>",
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    "message": "Merge pull request #31 from ArthurMuehl/patch-4\n\n",
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  "_topics": [
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    "network-centrality",
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  "_stars": 49,
  "_contributors": [
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    "description": "Data Scientist/DevOps Engineer at cynkra and #RStats developer"
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  "_assets": [
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    "extra/readme.md",
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  "_realowner": "schochastics",
  "_cranurl": true,
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      "date": "2018-01-08"
    },
    {
      "version": "0.2.1",
      "date": "2018-09-18"
    },
    {
      "version": "0.3.0",
      "date": "2020-09-09"
    },
    {
      "version": "1.0.0",
      "date": "2021-07-16"
    },
    {
      "version": "1.1.0",
      "date": "2021-09-03"
    },
    {
      "version": "1.1.1",
      "date": "2021-12-21"
    },
    {
      "version": "1.2.0",
      "date": "2022-09-26"
    },
    {
      "version": "1.2.1",
      "date": "2023-08-20"
    },
    {
      "version": "1.2.2",
      "date": "2023-12-15"
    },
    {
      "version": "1.2.3",
      "date": "2023-12-19"
    },
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      "version": "1.2.4",
      "date": "2025-02-05"
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  ],
  "_exports": [
    "aggregate_positions",
    "approx_rank_expected",
    "approx_rank_relative",
    "comparable_pairs",
    "compare_ranks",
    "dist_2pow",
    "dist_dpow",
    "dist_inv",
    "dist_powd",
    "dominance_graph",
    "exact_rank_prob",
    "get_rankings",
    "hyperbolic_index",
    "incomparable_pairs",
    "index_builder",
    "indirect_relations",
    "is_preserved",
    "majorization_gap",
    "mcmc_rank_prob",
    "neighborhood_inclusion",
    "positional_dominance",
    "rank_intervals",
    "spectral_gap",
    "swan_closeness",
    "swan_combinatory",
    "swan_connectivity",
    "swan_efficiency",
    "threshold_graph",
    "transitive_reduction",
    "walks_attenuated",
    "walks_exp",
    "walks_exp_even",
    "walks_exp_odd",
    "walks_limit_prop",
    "walks_uptok"
  ],
  "_datasets": [
    {
      "name": "dbces11",
      "title": "dbces11 graph",
      "object": "dbces11",
      "class": [
        "igraph"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "florentine_m",
      "title": "Florentine family marriage network",
      "object": "florentine_m",
      "class": [
        "igraph"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "aggregate_positions",
      "title": "Quantification of (indirect) relations",
      "topics": [
        "aggregate_positions"
      ]
    },
    {
      "page": "approx_rank_expected",
      "title": "Approximation of expected ranks",
      "topics": [
        "approx_rank_expected"
      ]
    },
    {
      "page": "approx_rank_relative",
      "title": "Approximation of relative rank probabilities",
      "topics": [
        "approx_rank_relative"
      ]
    },
    {
      "page": "as.matrix.netrankr_full",
      "title": "Extract probabilities from netrankr_full object",
      "topics": [
        "as.matrix.netrankr_full"
      ]
    },
    {
      "page": "comparable_pairs",
      "title": "Comparable pairs in a partial order",
      "topics": [
        "comparable_pairs"
      ]
    },
    {
      "page": "compare_ranks",
      "title": "Count occurrences of pairs in rankings",
      "topics": [
        "compare_ranks"
      ]
    },
    {
      "page": "dbces11",
      "title": "dbces11 graph",
      "topics": [
        "dbces11"
      ]
    },
    {
      "page": "dominance_graph",
      "title": "Partial ranking as directed graph",
      "topics": [
        "dominance_graph"
      ]
    },
    {
      "page": "exact_rank_prob",
      "title": "Probabilistic centrality rankings",
      "topics": [
        "exact_rank_prob"
      ]
    },
    {
      "page": "florentine_m",
      "title": "Florentine family marriage network",
      "topics": [
        "florentine_m"
      ]
    },
    {
      "page": "get_rankings",
      "title": "Rankings that extend a partial ranking",
      "topics": [
        "get_rankings"
      ]
    },
    {
      "page": "hyperbolic_index",
      "title": "Hyperbolic (centrality) index",
      "topics": [
        "hyperbolic_index"
      ]
    },
    {
      "page": "incomparable_pairs",
      "title": "Incomparable pairs in a partial order",
      "topics": [
        "incomparable_pairs"
      ]
    },
    {
      "page": "index_builder",
      "title": "Centrality Index Builder",
      "topics": [
        "index_builder"
      ]
    },
    {
      "page": "indirect_relations",
      "title": "Indirect relations in a network",
      "topics": [
        "indirect_relations"
      ]
    },
    {
      "page": "is_preserved",
      "title": "Check preservation",
      "topics": [
        "is_preserved"
      ]
    },
    {
      "page": "majorization_gap",
      "title": "Majorization gap",
      "topics": [
        "majorization_gap"
      ]
    },
    {
      "page": "mcmc_rank_prob",
      "title": "Estimate rank probabilities with Markov Chains",
      "topics": [
        "mcmc_rank_prob"
      ]
    },
    {
      "page": "neighborhood_inclusion",
      "title": "Neighborhood-inclusion preorder",
      "topics": [
        "neighborhood_inclusion"
      ]
    },
    {
      "page": "plot_rank_intervals",
      "title": "Plot rank intervals",
      "topics": [
        "plot_rank_intervals"
      ]
    },
    {
      "page": "plot.netrankr_full",
      "title": "Plot netrankr_full object",
      "topics": [
        "plot.netrankr_full"
      ]
    },
    {
      "page": "plot.netrankr_interval",
      "title": "plot netrankr_interval objects",
      "topics": [
        "plot.netrankr_interval"
      ]
    },
    {
      "page": "plot.netrankr_mcmc",
      "title": "Plot netrankr_mcmc object",
      "topics": [
        "plot.netrankr_mcmc"
      ]
    },
    {
      "page": "positional_dominance",
      "title": "Generalized Dominance Relations",
      "topics": [
        "positional_dominance"
      ]
    },
    {
      "page": "print.netrankr_full",
      "title": "Print netrankr_full object to terminal",
      "topics": [
        "print.netrankr_full"
      ]
    },
    {
      "page": "print.netrankr_interval",
      "title": "Print netrankr_interval object to terminal",
      "topics": [
        "print.netrankr_interval"
      ]
    },
    {
      "page": "print.netrankr_mcmc",
      "title": "Print netrankr_mcmc object to terminal",
      "topics": [
        "print.netrankr_mcmc"
      ]
    },
    {
      "page": "rank_intervals",
      "title": "Rank interval of nodes",
      "topics": [
        "rank_intervals"
      ]
    },
    {
      "page": "spectral_gap",
      "title": "Spectral gap of a graph",
      "topics": [
        "spectral_gap"
      ]
    },
    {
      "page": "summary.netrankr_full",
      "title": "Summary of a netrankr_full object",
      "topics": [
        "summary.netrankr_full"
      ]
    },
    {
      "page": "swan_closeness",
      "title": "Impact on closeness when a node is removed",
      "topics": [
        "swan_closeness"
      ]
    },
    {
      "page": "swan_combinatory",
      "title": "Error and attack tolerance of complex networks",
      "topics": [
        "swan_combinatory"
      ]
    },
    {
      "page": "swan_connectivity",
      "title": "Impact on connectivity when a node is removed",
      "topics": [
        "swan_connectivity"
      ]
    },
    {
      "page": "swan_efficiency",
      "title": "Impact on farness when a node is removed",
      "topics": [
        "swan_efficiency"
      ]
    },
    {
      "page": "threshold_graph",
      "title": "Random threshold graphs",
      "topics": [
        "threshold_graph"
      ]
    },
    {
      "page": "transform_relations",
      "title": "Transform indirect relations",
      "topics": [
        "dist_2pow",
        "dist_dpow",
        "dist_inv",
        "dist_powd",
        "transform_relations",
        "walks_attenuated",
        "walks_exp",
        "walks_exp_even",
        "walks_exp_odd",
        "walks_limit_prop",
        "walks_uptok"
      ]
    },
    {
      "page": "transitive_reduction",
      "title": "Transitive Reduction",
      "topics": [
        "transitive_reduction"
      ]
    }
  ],
  "_pkglogo": "https://github.com/schochastics/netrankr/raw/HEAD/man/figures/logo.png",
  "_readme": "https://github.com/schochastics/netrankr/raw/HEAD/README.md",
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  ],
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      "filename": "neighborhood_inclusion.html",
      "title": "Neighborhood-inclusion in networks",
      "engine": "knitr::rmarkdown",
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        "Theoretical Background",
        "Neighborhood-inclusion in the netrankr Package",
        "Centrality and Neighborhood-inclusion"
      ],
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      "modified": "2021-08-24 13:53:49",
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      "title": "Uniquely ranked graphs",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Theoretical Background",
        "Uniquely Ranked Graphs in the netrankr Package",
        "Correlation and Threshold Graphs",
        "Distances from a threshold graph"
      ],
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      "filename": "positional_dominance.html",
      "title": "Positional dominance in networks",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Theoretical Background",
        "Positional Dominance in the netrankr Package"
      ],
      "created": "2017-05-06 14:53:24",
      "modified": "2021-07-15 20:06:20",
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      "filename": "indirect_relations.html",
      "title": "Indirect relations in networks",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Theoretical Background",
        "Indirect relations in the netrankr package"
      ],
      "created": "2017-07-13 15:34:59",
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      "filename": "centrality_indices.html",
      "title": "Centrality indices",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Theoretical Background",
        "Building indices with the netrankr package"
      ],
      "created": "2017-07-17 05:42:26",
      "modified": "2021-07-12 14:15:24",
      "commits": 15
    },
    {
      "source": "partial_centrality.Rmd",
      "filename": "partial_centrality.html",
      "title": "Partial Centrality",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Rank intervals"
      ],
      "created": "2017-07-17 14:43:25",
      "modified": "2022-09-24 05:15:25",
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