{ "_id": "6ae50e5595ca2370cc8d0559", "Package": "surveyframe", "Title": "Survey Instrument Workflows", "Version": "0.4.3", "Authors@R": "c(\nperson(\ngiven = c(\"Mohammed\", \"Ali\"),\nfamily = \"Sharafuddin\",\nemail = \"mohammedali.page@gmail.com\",\nrole = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0001-5247-2964\")\n)\n)", "Description": "Provides a design-first survey research workflow. An\ninstrument, an analysis plan declared before data collection,\nand a measurement or structural model are held together in one\ntyped, integrity-checked object (the 'sframe'), so a study's\nconfirmatory tests are fixed before responses arrive rather\nthan chosen afterward. Includes visual instrument design via a\nbrowser-based builder or 'Shiny' studio, export to a\nself-contained static HTML survey, an embeddable 'Shiny'\nmodule, SHA-256 integrity-checked serialisation to the\n'.sframe' format, multi-page survey rendering with branching\nlogic, response quality checking, scale scoring, psychometric\ndiagnostics, analysis-plan execution, model syntax generation\nfor EFA, CFA, CB-SEM, and PLS-SEM, an interactive response\ndashboard, codebook generation, and reproducible HTML\nreporting. Also supports multi-criteria decision analysis (AHP,\nANP, DEMATEL, TOPSIS, VIKOR, MOORA, SMART, WASPAS, PROMETHEE\nII, ELECTRE I), small-sample survey helpers, and text and\nopen-ended response analysis (term and n-gram frequency,\nkeyword in context, co-occurrence and co-occurrence networks,\nsentiment, document-feature matrices, and topic modelling via\nLDA or structural topic models).", "License": "MIT + file LICENSE", "URL": "https://mohammedalisharafuddin.github.io/surveyframe/,\nhttps://github.com/MohammedAliSharafuddin/surveyframe", "BugReports": "https://github.com/MohammedAliSharafuddin/surveyframe/issues", "Encoding": "UTF-8", "Language": "en-GB", "Roxygen": "list(markdown = TRUE)", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Config/roxygen2/version": "8.1.0", "Config/pak/sysreqs": "libssl-dev", "Repository": "https://mohammedalisharafuddin.r-universe.dev", "Date/Publication": "2026-10-30 19:27:53 UTC", "RemoteUrl": "https://github.com/mohammedalisharafuddin/surveyframe", "RemoteRef": "HEAD", "RemoteSha": "b098dcdaf93497a8b9264ac1dd8b92aafd327ba8", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-30 21:19:09 UTC", "User": "root" }, "Author": "Mohammed Ali Sharafuddin [aut, cre] (ORCID:\n)", "Maintainer": "Mohammed Ali Sharafuddin ", "_user": "mohammedalisharafuddin", "_type": "src", "_file": "surveyframe_0.4.3.tar.gz", "_fileid": "https://r2.ropensci.org/dea247179a9483b4ebc0a2dcde4add8590ce67848fbde142839d82a4f2c10672", "_filesize": 4736158, "_sha256": "dea247179a9483b4ebc0a2dcde4add8590ce67848fbde142839d82a4f2c10672", "_expires": "2027-02-07T21:38:26.000Z", "_created": "2026-10-30T21:19:09.000Z", "_published": "2026-10-30T21:38:29.000Z", "_upstream": "https://github.com/mohammedalisharafuddin/surveyframe", "_status": "success", "_maintainer": { "name": "Mohammed Ali Sharafuddin", "email": "mohammedali.page@gmail.com", "login": "flairmi", "description": "", "uuid": 175247904, "orcid": "0000-0001-5247-2964" }, "_jobs": [ { "job": 124318958956, "time": 396, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "13013012150" }, { "job": 124318958854, "time": 303, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "13012433358" }, { "job": 124318958769, "time": 233, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "13013760401" }, { "job": 124318958960, "time": 292, "config": "macos-release-arm64", "r": "4.6.1", "check": "OK", "artifact": "13013715901" }, { "job": 124316373491, "time": 353, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "13013106397" }, { "job": 124318958789, "time": 184, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "13012682192" }, { "job": 124318958922, "time": 313, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "13012149832" }, { "job": 124318958946, "time": 274, "config": "windows-oldrel-x86_64", "r": "4.5.3", "check": "OK", "artifact": "13013370783" }, { "job": 124318958972, "time": 351, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "13012048952" } ], "_buildurl": "https://github.com/r-universe/mohammedalisharafuddin/actions/runs/41129423537", "_commit": { "id": "b098dcdaf93497a8b9264ac1dd8b92aafd327ba8", "author": "MohamedaliS <50414472+MohamedaliS@users.noreply.github.com>", "committer": "MohamedaliS <50414472+MohamedaliS@users.noreply.github.com>", "message": "Tests: the bare-message check reads the source through the source-tree helper (a57bae4 follow-up)\n\nThe CX-13 check that no runner keeps a bare \"X failed.\" message read\nR/statistics_reports.R with readLines() from ../../R. Under R CMD check\nthe tests run beside the installed package, with no R/ folder, so the file\nfailed to open: 1 ERROR and 1 warning in the check. It now reads through\nsframe_source_text(), which skips where no source tree is at hand, as the\nother source-reading tests do. In the source tree it runs (28 of 28 in the\nfile). Beside an installed copy it skips with no warning.\n", "time": 1793388473 }, "_distro": "resolute", "_host": "GitHub-Actions", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 4.1.0", "role": "Depends" }, { "package": "jsonlite", "version": ">= 1.8.0", "role": "Imports" }, { "package": "rlang", "version": ">= 1.1.0", "role": "Imports" }, { "package": "openssl", "version": ">= 2.1.0", "role": "Imports" }, { "package": "ggplot2", "version": ">= 3.4.0", "role": "Suggests" }, { "package": "googlesheets4", "version": ">= 1.1.0", "role": "Suggests" }, { "package": "shiny", "version": ">= 1.7.0", "role": "Suggests" }, { "package": "psych", "version": ">= 2.3.0", "role": "Suggests" }, { "package": "MASS", "role": "Suggests" }, { "package": "nnet", "role": "Suggests" }, { "package": "logistf", "version": ">= 1.24.0", "role": "Suggests" }, { "package": "digest", "version": ">= 0.6.0", "role": "Suggests" }, { "package": "lavaan", "version": ">= 0.6-0", "role": "Suggests" }, { "package": "seminr", "version": ">= 2.3.0", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "naniar", "version": ">= 1.0.0", "role": "Suggests" }, { "package": "pagedown", "version": ">= 0.20", "role": "Suggests" }, { "package": "RMCDA", "version": ">= 0.3.1", "role": "Suggests" }, { "package": "rstudioapi", "version": ">= 0.13", "role": "Suggests" }, { "package": "jmv", "version": ">= 2.4.0", "role": "Suggests" }, { "package": "tidytext", "version": ">= 0.4.0", "role": "Suggests" }, { "package": "quanteda", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "stm", "version": ">= 1.3.0", "role": "Suggests" }, { "package": "topicmodels", "role": "Suggests" }, { "package": "igraph", "version": ">= 1.5.0", "role": "Suggests" }, { "package": "V8", "version": ">= 4.0.0", "role": "Suggests" }, { "package": "haven", "version": ">= 2.5.0", "role": "Suggests" }, { "package": "svglite", "role": "Suggests" }, { "package": "callr", "role": "Suggests" }, { "package": "chromote", "role": "Suggests" }, { "package": "httpuv", "role": "Suggests" }, { "package": "pkgload", "role": "Suggests" } ], "_owner": "mohammedalisharafuddin", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2026-16", "n": 5 }, { "week": "2026-17", "n": 2 }, { "week": "2026-20", "n": 22 }, { "week": "2026-21", "n": 7 }, { "week": "2026-22", "n": 9 }, { "week": "2026-23", "n": 6 }, { "week": "2026-24", "n": 3 }, { "week": "2026-25", "n": 11 }, { "week": "2026-28", "n": 18 }, { "week": "2026-29", "n": 14 }, { "week": "2026-30", "n": 4 }, { "week": "2026-31", "n": 7 }, { "week": "2026-33", "n": 6 }, { "week": "2026-34", "n": 33 }, { "week": "2026-35", "n": 16 }, { "week": "2026-36", "n": 12 }, { "week": "2026-38", "n": 2 }, { "week": "2026-39", "n": 17 }, { "week": "2026-41", "n": 1 }, { "week": "2026-43", "n": 40 }, { "week": "2026-44", "n": 74 } ], "_tags": [ { "name": "v0.3.3", "date": "2026-07-11" }, { "name": "v0.3.4", "date": "2026-07-24" }, { "name": "v0.4.0", "date": "2026-08-20" }, { "name": "v0.4.1", "date": "2026-09-03" }, { "name": "v0.4.2", "date": "2026-09-25" }, { "name": "v0.4.3", "date": "2026-10-20" } ], "_stars": 1, "_contributors": [ { "user": "mohammedalisharafuddin", "count": 582, "uuid": 50414472 }, { "user": "claude", "count": 1, "uuid": 81847 } ], "_userbio": { "uuid": 50414472, "type": "user", "name": "Mohammed Ali Sharafuddin", "followers": 3, "description": "Senior Lecturer at Villa College (Malé). Author of surveyframe (CRAN) and Quantitative Analysis with Small Samples. R, Quarto, open statistics education." }, "_downloads": { "count": 483, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/surveyframe" }, "_devurl": "https://github.com/mohammedalisharafuddin/surveyframe", "_pkgdown": "https://mohammedalisharafuddin.github.io/surveyframe/", "_searchresults": 31, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/surveyframe.html", "LICENSE" ], "_homeurl": "https://github.com/mohammedalisharafuddin/surveyframe", "_realowner": "mohammedalisharafuddin", "_cranurl": true, "_releases": [ { "version": "0.3.0", "date": "2026-05-27" }, { "version": "0.3.1", "date": "2026-06-02" }, { "version": "0.3.2", "date": "2026-06-17" }, { "version": "0.3.3", "date": "2026-07-11" }, { "version": "0.3.4", "date": "2026-07-24" }, { "version": "0.4.0", "date": 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"sframe_export_labelled", "sframe_input_types_demo_data", "sframe_likert_scale_groups", "sframe_plot_cooccurrence", "sframe_plot_cooccurrence_network", "sframe_plot_correlation_matrix", "sframe_plot_decision_ranking", "sframe_plot_dematel_influence", "sframe_plot_descriptives", "sframe_plot_efa_loadings", "sframe_plot_efa_scree", "sframe_plot_group_comparison", "sframe_plot_item_chart", "sframe_plot_likert_matrix", "sframe_plot_likert_scale", "sframe_plot_missingness", "sframe_plot_ngram_frequency", "sframe_plot_paired_comparison", "sframe_plot_quality", "sframe_plot_regression_diagnostics", "sframe_plot_reliability", "sframe_plot_scale_chart", "sframe_plot_sentiment", "sframe_plot_term_frequency", "sframe_plot_topics", "sframe_plot_validity", "sframe_plot_variable_distribution", "sframe_rated_matrix", "sframe_references", "sframe_result_supplement", "sframe_save_figures", "survey_module_server", "survey_module_ui", "term_context", "term_frequency", "theme_surveyframe", "validate_model", "validate_sframe", "validity_report", "write_sframe" ], "_help": [ { "page": "surveyframe-package", "title": "surveyframe: Survey Instrument Workflows for R", "topics": [ "surveyframe-package", "surveyframe" ] }, { "page": "add_model", "title": "Add a model specification to an instrument", "topics": [ "add_model" ] }, { "page": "add_references", "title": "Add references to an instrument", "topics": [ "add_references" ] }, { "page": "amend_sframe", "title": "Record a disclosed amendment to an instrument", "topics": [ "amend_sframe" ] }, { "page": "amendment_log", "title": "Read an instrument's amendment log", "topics": [ "amendment_log" ] }, { "page": "analysis_syntax", "title": "The R code behind an analysis result", "topics": [ "analysis_syntax" ] }, { "page": "as_sframe", "title": "Coerce to an instrument", "topics": [ "as_sframe" ] }, { "page": "as.data.frame.sf_choices", "title": "Coerce a choice set to a data frame", "topics": [ "as.data.frame.sf_choices" ] }, { "page": "as.data.frame.sframe", "title": "Coerce an instrument to its item summary", "topics": [ "as.data.frame.sframe" ] }, { "page": "as.data.frame.sframe_analysis_results", "title": "Summarise analysis-plan results as a data frame", "topics": [ "as.data.frame.sframe_analysis_results" ] }, { "page": "as.data.frame.sframe_assumption_report", "title": "Coerce an assumption report to a data frame", "topics": [ "as.data.frame.sframe_assumption_report" ] }, { "page": "as.data.frame.sframe_codebook", "title": "Extract the item table from a codebook report", "topics": [ "as.data.frame.sframe_codebook" ] }, { "page": "as.data.frame.sframe_descriptives_report", "title": "Extract the descriptives results table", "topics": [ "as.data.frame.sframe_descriptives_report" ] }, { "page": "as.data.frame.sframe_efa_report", "title": "Coerce an EFA readiness report to a data frame", "topics": [ "as.data.frame.sframe_efa_report" ] }, { "page": "as.data.frame.sframe_efa_solution", "title": "Extract the loading table from an EFA solution", "topics": [ "as.data.frame.sframe_efa_solution" ] }, { "page": "as.data.frame.sframe_item_report", "title": "Coerce an item report to a data frame", "topics": [ "as.data.frame.sframe_item_report" ] }, { "page": "as.data.frame.sframe_missing_data_report", "title": "Extract item missingness results", "topics": [ "as.data.frame.sframe_missing_data_report" ] }, { "page": "as.data.frame.sframe_quality_report", "title": "Coerce a response-quality report to a data frame", "topics": [ "as.data.frame.sframe_quality_report" ] }, { "page": "as.data.frame.sframe_reliability_report", "title": "Coerce a reliability report to a data frame", "topics": [ "as.data.frame.sframe_reliability_report" ] }, { "page": "as.data.frame.sframe_sample_size_plan", "title": "Coerce a sample-size plan to a data frame", "topics": [ "as.data.frame.sframe_sample_size_plan" ] }, { "page": "as.data.frame.sframe_sensitivity", "title": "Extract a sensitivity-analysis results table", "topics": [ "as.data.frame.sframe_sensitivity" ] }, { "page": "as.data.frame.sframe_validation", "title": "Coerce validation problems to a data frame", "topics": [ "as.data.frame.sframe_validation" ] }, { "page": "as.data.frame.sframe_validity_report", "title": "Extract reliability evidence from a validity report", "topics": [ "as.data.frame.sframe_validity_report" ] }, { "page": "assumption_report", "title": "Assumption-check report", "topics": [ "assumption_report" ] }, { "page": "bootstrap_ci", "title": "Percentile bootstrap confidence interval for a statistic", "topics": [ "bootstrap_ci" ] }, { "page": "cfa_lavaan_syntax", "title": "Generate lavaan CFA syntax from an instrument or a declared model", "topics": [ "cfa_lavaan_syntax" ] }, { "page": "cfa_syntax", "title": "Generate lavaan CFA syntax from an instrument object", "topics": [ "cfa_syntax" ] }, { "page": "clean_text_responses", "title": "Clean open-ended text responses for analysis", "topics": [ "clean_text_responses" ] }, { "page": "codebook_report", "title": "Generate a survey codebook from an instrument object", "topics": [ "codebook_report" ] }, { "page": "cohens_d_ci", "title": "Bootstrap confidence interval for Cohen's d", "topics": [ "cohens_d_ci" ] }, { "page": "cramers_v_ci", "title": "Bootstrap confidence interval for Cramer's V", "topics": [ "cramers_v_ci" ] }, { "page": "descriptives_report", "title": "Descriptive statistics report", "topics": [ "descriptives_report" ] }, { "page": "efa_report", "title": "Prepare a survey instrument for exploratory factor analysis", "topics": [ "efa_report" ] }, { "page": "efa_solution", "title": "Estimate an exploratory factor solution", "topics": [ "efa_solution" ] }, { "page": "efa_syntax", "title": "Generate EFA planning syntax", "topics": [ "efa_syntax" ] }, { "page": "eta_sq_ci", "title": "Bootstrap confidence interval for eta squared", "topics": [ "eta_sq_ci" ] }, { "page": "export_google_sheet", "title": "Export a survey instrument to Google Sheets collection format", "topics": [ "export_google_sheet" ] }, { "page": "export_static_survey", "title": "Export a self-contained static HTML survey", "topics": [ "export_static_survey" ] }, { "page": "extract_quotes", "title": "Extract representative quotes for each STM topic", "topics": [ "extract_quotes" ] }, { "page": "format.sf_branch", "title": "Format an sf_branch object as a string", "topics": [ "format.sf_branch" ] }, { "page": "format.sf_check", "title": "Format an sf_check object as a string", "topics": [ "format.sf_check" ] }, { "page": "format.sf_choices", "title": "Format an sf_choices object as a string", "topics": [ "format.sf_choices" ] }, { "page": "format.sf_item", "title": "Format an sf_item object as a string", "topics": [ "format.sf_item" ] }, { "page": "format.sf_model", "title": "Format an sf_model object as a string", "topics": [ "format.sf_model" ] }, { "page": "format.sf_scale", "title": "Format an sf_scale object as a string", "topics": [ "format.sf_scale" ] }, { "page": "format.sframe", "title": "Format an sframe instrument object as a string", "topics": [ "format.sframe" ] }, { "page": "item_report", "title": "Generate item-level diagnostics", "topics": [ "item_report" ] }, { "page": "launch_builder", "title": "Launch the surveyframe visual survey builder", "topics": [ "launch_builder" ] }, { "page": "launch_builder_demo", "title": "Launch SurveyBuilder with the bundled input-types demo preloaded", "topics": [ "launch_builder_demo" ] }, { "page": "launch_dashboard", "title": "Launch the interactive response dashboard", "topics": [ "launch_dashboard" ] }, { "page": "launch_dashboard_demo", "title": "Launch the response dashboard with the bundled input-types demo", "topics": [ "launch_dashboard_demo" ] }, { "page": "launch_studio", "title": "Launch the SurveyStudio interface", "topics": [ "launch_studio" ] }, { "page": "launch_studio_demo", "title": "Launch SurveyStudio with the bundled input-types demo", "topics": [ "launch_studio_demo" ] }, { "page": "link_git_commit", "title": "Link an instrument to its current Git commit", "topics": [ "link_git_commit" ] }, { "page": "missing_data_report", "title": "Missing-data report", "topics": [ "missing_data_report" ] }, { "page": "model_json", "title": "Serialise a model specification to JSON", "topics": [ "model_json" ] }, { "page": "model_report_template", "title": "Create a model reporting template", "topics": [ "model_report_template" ] }, { "page": "ngram_frequency", "title": "N-gram frequency for open-ended text", "topics": [ "ngram_frequency" ] }, { "page": "outlier_report", "title": "Flag univariate and multivariate outliers", "topics": [ "outlier_report" ] }, { "page": "plot.sframe_analysis_results", "title": "Plot analysis-plan results", "topics": [ "plot.sframe_analysis_results" ] }, { "page": "posthoc_report", "title": "Post-hoc and pairwise comparison report", "topics": [ "posthoc_report" ] }, { "page": "preview_demo", "title": "Preview a demo survey in one line", "topics": [ "preview_demo" ] }, { "page": "print.sf_branch", "title": "Print an sf_branch object", "topics": [ "print.sf_branch" ] }, { "page": "print.sf_check", "title": "Print an sf_check object", "topics": [ "print.sf_check" ] }, { "page": "print.sf_choices", "title": "Print an sf_choices object", "topics": [ "print.sf_choices" ] }, { "page": "print.sf_item", "title": "Print an sf_item object", "topics": [ "print.sf_item" ] }, { "page": "print.sf_model", "title": "Print an sf_model object", "topics": [ "print.sf_model" ] }, { "page": "print.sf_scale", "title": "Print an sf_scale object", "topics": [ "print.sf_scale" ] }, { "page": "print.sframe", "title": "Print an sframe instrument object", "topics": [ "print.sframe" ] }, { "page": "quality_report", "title": "Generate a data quality report for survey responses", "topics": [ "quality_report" ] }, { "page": "read_bibtex", "title": "Read references from BibTeX", "topics": [ "read_bibtex" ] }, { "page": "read_responses", "title": "Read and validate survey responses", "topics": [ "read_responses" ] }, { "page": "read_sframe", "title": "Read an instrument from a .sframe file", "topics": [ "read_sframe" ] }, { "page": "read_sheet_responses", "title": "Read survey responses from a Google Sheet", "topics": [ "read_sheet_responses" ] }, { "page": "reliability_report", "title": "Estimate scale reliability from item responses", "topics": [ "reliability_report" ] }, { "page": "render_report", "title": "Render a reproducible survey report", "topics": [ "render_report" ] }, { "page": "render_result", "title": "Render one analysis result as the report does", "topics": [ "render_result" ] }, { "page": "render_results", "title": "Render analysis results to a formatted HTML report", "topics": [ "render_results" ] }, { "page": "render_survey", "title": "Render a survey from an instrument object", "topics": [ "render_survey" ] }, { "page": "run_analysis_plan", "title": "Run a pre-planned analysis from an instrument's analysis plan", "topics": [ "run_analysis_plan" ] }, { "page": "sample_size_plan", "title": "Sample-size and power planning helper", "topics": [ "sample_size_plan" ] }, { "page": "score_scales", "title": "Score defined scales from survey responses", "topics": [ "score_scales" ] }, { "page": "sem_lavaan_syntax", "title": "Generate lavaan CB-SEM syntax", "topics": [ "sem_lavaan_syntax" ] }, { "page": "seminr_syntax", "title": "Generate seminr PLS-SEM syntax", "topics": [ "seminr_syntax" ] }, { "page": "sensitivity_analysis", "title": "Test how far a decision ranking moves when the weights are perturbed", "topics": [ "sensitivity_analysis" ] }, { "page": "sf_accessors", "title": "Explore a surveyframe object", "topics": [ "sf_accessors" ] }, { "page": "sf_apa", "title": "Extract APA-formatted result summaries", "topics": [ "sf_apa" ] }, { "page": "sf_branch", "title": "Define a branching rule", "topics": [ "sf_branch" ] }, { "page": "sf_branches", "title": "Get branching rules", "topics": [ "sf_branches" ] }, { "page": "sf_check", "title": "Define a design-time survey check", "topics": [ "sf_check" ] }, { "page": "sf_checks", "title": "Get response-quality checks", "topics": [ "sf_checks" ] }, { "page": "sf_choice_sets", "title": "Get choice sets", "topics": [ "sf_choice_sets" ] }, { "page": "sf_choices", "title": "Define a reusable choice set", "topics": [ "sf_choices" ] }, { "page": "sf_component_list", "title": "A list of instrument components", "topics": [ "sf_component_list" ] }, { "page": "sf_conjoint_design", "title": "Declare a choice-experiment (conjoint) design", "topics": [ "sf_conjoint_design" ] }, { "page": "sf_construct", "title": "Define a latent or composite construct", "topics": [ "sf_construct" ] }, { "page": "sf_covariance", "title": "Define a covariance between constructs", "topics": [ "sf_covariance" ] }, { "page": "sf_flagged", "title": "Get rows flagged by response-quality checks", "topics": [ "sf_flagged" ] }, { "page": "sf_id", "title": "Get an instrument component ID", "topics": [ "sf_id" ] }, { "page": "sf_identity", "title": "The ID and label of an instrument component", "topics": [ "sf_identity" ] }, { "page": "sf_indirect", "title": "Define an indirect effect path", "topics": [ "sf_indirect" ] }, { "page": "sf_instrument", "title": "Create a survey instrument object", "topics": [ "sf_instrument" ] }, { "page": "sf_is_valid", "title": "Test whether validation passed", "topics": [ "sf_is_valid" ] }, { "page": "sf_item", "title": "Define a survey item", "topics": [ "sf_item" ] }, { "page": "sf_items", "title": "Get survey items", "topics": [ "sf_items" ] }, { "page": "sf_label", "title": "Get an instrument component label", "topics": [ "sf_label" ] }, { "page": "sf_meta", "title": "Get survey metadata", "topics": [ "sf_meta" ] }, { "page": "sf_missing_columns", "title": "Columns the instrument declares that the responses left out", "topics": [ "sf_missing_columns" ] }, { "page": "sf_model", "title": "Create a surveyframe model specification", "topics": [ "sf_model" ] }, { "page": "sf_models", "title": "Get model specifications", "topics": [ "sf_models" ] }, { "page": "sf_object", "title": "Recover the validated object", "topics": [ "sf_object" ] }, { "page": "sf_path", "title": "Define a structural path between constructs", "topics": [ "sf_path" ] }, { "page": "sf_plan", "title": "Get the pre-declared analysis plan", "topics": [ "sf_plan" ] }, { "page": "sf_plan-set", "title": "Set the pre-declared analysis plan", "topics": [ "sf_plan<-" ] }, { "page": "sf_problems", "title": "Get validation problems", "topics": [ "sf_problems" ] }, { "page": "sf_reference", "title": "Create a reference", "topics": [ "sf_reference" ] }, { "page": "sf_report_accessors", "title": "Read the reportable parts of an analysis or quality result", "topics": [ "sf_report_accessors" ] }, { "page": "sf_scale", "title": "Define a scored scale", "topics": [ "sf_scale" ] }, { "page": "sf_scales", "title": "Get survey scales", "topics": [ "sf_scales" ] }, { "page": "sf_validation_accessors", "title": "Read a validation diagnostic", "topics": [ "sf_validation_accessors" ] }, { "page": "sframe_aggregate_judgements", "title": "Aggregate individual judgement matrices", "topics": [ "sframe_aggregate_judgements" ] }, { "page": "sframe_analysis_qmd", "title": "Write a Quarto analysis notebook for any instrument", "topics": [ "sframe_analysis_qmd" ] }, { "page": "sframe_as_data_frame", "title": "Coerce a surveyframe object to a data frame", "topics": [ "sframe_as_data_frame" ] }, { "page": "sframe_assemble_pairwise", "title": "Assemble per-respondent comparison matrices", "topics": [ "sframe_assemble_pairwise" ] }, { "page": "sframe_bibliography", "title": "Write a bibliography as CSL-JSON", "topics": [ "sframe_bibliography" ] }, { "page": "sframe_builder_empty_state", "title": "Create an empty SurveyStudio builder state", "topics": [ "sframe_builder_empty_state" ] }, { "page": "sframe_builder_state_from_instrument", "title": 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"sframe_plot_cooccurrence_network", "title": "Term co-occurrence network plot", "topics": [ "sframe_plot_cooccurrence_network" ] }, { "page": "sframe_plot_correlation_matrix", "title": "Correlation matrix heatmap", "topics": [ "sframe_plot_correlation_matrix" ] }, { "page": "sframe_plot_decision_ranking", "title": "Ranked-score bar chart for a decision-family result", "topics": [ "sframe_plot_decision_ranking" ] }, { "page": "sframe_plot_dematel_influence", "title": "Prominence-relation scatter for a DEMATEL result", "topics": [ "sframe_plot_dematel_influence" ] }, { "page": "sframe_plot_descriptives", "title": "Distribution shape by variable, standardised", "topics": [ "sframe_plot_descriptives" ] }, { "page": "sframe_plot_efa_loadings", "title": "Loadings heatmap from a fitted EFA solution", "topics": [ "sframe_plot_efa_loadings" ] }, { "page": "sframe_plot_efa_scree", "title": "Scree plot from an EFA readiness report", "topics": [ "sframe_plot_efa_scree" ] }, { "page": "sframe_plot_group_comparison", "title": "Group-comparison boxplot", "topics": [ "sframe_plot_group_comparison" ] }, { "page": "sframe_plot_likert_matrix", "title": "Grouped diverging chart for a Likert matrix question", "topics": [ "sframe_plot_likert_matrix" ] }, { "page": "sframe_plot_likert_scale", "title": "Grouped diverging chart for a scale's Likert items", "topics": [ "sframe_plot_likert_scale" ] }, { "page": "sframe_plot_missingness", "title": "Missing-data report plot: missingness rate by item", "topics": [ "sframe_plot_missingness" ] }, { "page": "sframe_plot_ngram_frequency", "title": "N-gram-frequency plot: horizontal bar", "topics": [ "sframe_plot_ngram_frequency" ] }, { "page": "sframe_plot_paired_comparison", "title": "Paired-comparison slope plot", "topics": [ "sframe_plot_paired_comparison" ] }, { "page": "sframe_plot_quality", "title": "Quality report plot: straight-lining flag rate by scale", "topics": [ "sframe_plot_quality" ] }, { "page": "sframe_plot_regression_diagnostics", "title": "Regression diagnostic plots for a regression_linear result", "topics": [ "sframe_plot_regression_diagnostics" ] }, { "page": "sframe_plot_reliability", "title": "Reliability plot: alpha and omega by scale", "topics": [ "sframe_plot_reliability" ] }, { "page": "sframe_plot_sentiment", "title": "Sentiment plot: diverging bar, or a positive/negative comparison cloud", "topics": [ "sframe_plot_sentiment" ] }, { "page": "sframe_plot_term_frequency", "title": "Term-frequency plot: horizontal bar or word cloud", "topics": [ "sframe_plot_term_frequency" ] }, { "page": "sframe_plot_topics", "title": "Topic-model top-terms plot: faceted bars, one facet per topic", "topics": [ "sframe_plot_topics" ] }, { "page": "sframe_plot_validity", "title": "Validity report plot: composite reliability and AVE by construct", "topics": [ "sframe_plot_validity" ] }, { "page": "sframe_plot_variable_distribution", "title": "Raw-variable distribution panels: histogram, boxplot, and Q-Q", "topics": [ "sframe_plot_variable_distribution" ] }, { "page": "sframe_plots", "title": "Choosing a plot", "topics": [ "sframe_plots" ] }, { "page": "sframe_rated_matrix", "title": "Build a performance matrix from rated matrix items", "topics": [ "sframe_rated_matrix" ] }, { "page": "sframe_references", "title": "List an instrument's references", "topics": [ "sframe_references" ] }, { "page": "sframe_reports", "title": "Choosing a report", "topics": [ "sframe_reports" ] }, { "page": "sframe_result_supplement", "title": "The second table a result carries, if it has one", "topics": [ "sframe_result_supplement" ] }, { "page": "sframe_save_figures", "title": "Save the charts from an analysis plan as files", "topics": [ "sframe_save_figures" ] }, { "page": "sframe_subset", "title": "Subset a surveyframe report", "topics": [ "sframe_subset" ] }, { "page": "sframe_validation", "title": "Report on a validation result", "topics": [ "sframe_validation" ] }, { 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