Codebook example with SPSS dataset

{
  "name": "How alluring are dark personalities? The Dark Triad and attractiveness in speed dating",
  "description": "The data to this speed dating study comes in two different formats: Personwise (one record for each individual) and dyadic (pairwise; one record for each date). The respective SPSS files are named \"DarkTriadDate_person.sav\" and \"DarkTriadDate_dyad.sav\".\n\n### Download link\n[Open Science Framework](https://osf.io/j4fcb/download)\n\n### Personwise datafile \nThe personwise datafile contains individual differences variables and perceiver and target effects according to the social relations model. These are centered marginal means that were calculated according to the formulae provided by Kenny, Kashy, and Cook (2006). These effects are not (!) based on multilevel analyses.\n\n### Preprocessing\nAll rating variables (i.e., actual choice, friendship, short-term relationship etc.) were corrected for prior acquaintance, which means that dates wih prior acquaintance were excluded (set to missing) on a dyadic basis.\n\nVariables are labeled in SPSS. \n\n### A list of important abbreviations, prefixes and suffixes:\n\n* _acq = acquaintance (i.e., variables with this suffix are controlled for prior * acquaintance)\n* avg = average\n* _rat = rating variable\n* _z = z-standardized score\n* BC = booty call\n* DG = dating group (three groups in this study)\n* FIPI = five item personality inventory\n* FS = friendship\n* FWB = friends-with-benefits\n* Int = Intelligence\n* Like = Likeability\n* LTR = long-term relationship\n* MACHIV = mach-iv machiavellianism questionnaire\n* N, E, O, A, C = Big5\n* NPI = narcissistic personality inventory\n* ONS = one night stand\n* P = perceiver\n* PA = physical attractiveness\n* PercEff = perceiver effect\n* SD = speed dating\n* SRM = social relations model\n* SRP = self-report psychopathy scale\n* STR = short-term relationship\n* T = target\n* TargEff = target effect\n\n\n\n\n\n## Table of variables\nThis table contains variable names, labels, and number of missing values.\nSee the complete codebook for more.\n\n[truncated]\n\n### Note\nThis dataset was automatically described using the [codebook R package](https://rubenarslan.github.io/codebook/) (version 0.9.5).",
  "identifier": "https://osf.io/jvk3u/",
  "datePublished": "2015-10-07",
  "creator": {
    "@type": "Person",
    "givenName": "Emanuel",
    "familyName": "Jauk",
    "email": "emanuel.jauk@uni‐graz.at",
    "affiliation": {
      "@type": "Organization",
      "name": "Karl‐Franzens‐Universität Graz, Austria"
    }
  },
  "citation": "Jauk, E., Neubauer, A. C., Mairunteregger, T., Pemp, S., Sieber, K. P., & Rauthmann, J. F. (2016). How alluring are dark personalities? The Dark Triad and attractiveness in speed dating. European Journal of Personality, 30(2), 125-138.",
  "url": "https://osf.io/j4fcb/",
  "temporalCoverage": "2015",
  "spatialCoverage": "Graz, Austria",
  "distribution": [
    {
      "@type": "DataDownload",
      "requiresSubscription": "https://schema.org/True",
      "encodingFormat": "https://www.loc.gov/preservation/digital/formats/fdd/fdd000469.shtml",
      "contentUrl": "https://osf.io/j4fcb/download"
    }
  ],
  "keywords": ["SD_Code", "DG", "DG_size", "DG_size_acq", "age", "sex", "height", "weight", "relStat", "relStat_other", "education", "contracept", "date", "NPI_avg", "SRP_avg", "MACHIV_avg", "BFI_N_avg", "BFI_E_avg", "BFI_O_avg", "BFI_A_avg", "BFI_C_avg", "PA_R1", "PA_R2", "PA_R3", "PA_R4", "PA_avg", "BMI", "SOI_R_B_avg", "SOI_R_A_avg", "SOI_R_D_avg", "TargEff__choice_relFrequ_acq", "TargEff__FS_avg_acq", "TargEff__ONS_avg_acq", "TargEff__BC_avg_acq", "TargEff__FWB_avg_acq", "TargEff__STR_avg_acq", "TargEff__LTR_avg_acq", "TargEff__PA_avg_acq", "TargEff__Like_avg_acq", "TargEff__Int_avg_acq", "TargEff__FIPI_N_avg_acq", "TargEff__FIPI_E_avg_acq", "TargEff__FIPI_O_avg_acq", "TargEff__FIPI_A_avg_acq", "TargEff__FIPI_C_avg_acq", "PercEff__choice_relFrequ_acq", "PercEff__FS_avg_acq", "PercEff__ONS_avg_acq", "PercEff__BC_avg_acq", "PercEff__FWB_avg_acq", "PercEff__STR_avg_acq", "PercEff__LTR_avg_acq", "PercEff__PA_avg_acq", "PercEff__Like_avg_acq", "PercEff__Int_avg_acq", "PercEff__FIPI_N_avg_acq", "PercEff__FIPI_E_avg_acq", "PercEff__FIPI_O_avg_acq", "PercEff__FIPI_A_avg_acq", "PercEff__FIPI_C_avg_acq"],
  "@context": "https://schema.org/",
  "@type": "Dataset",
  "variableMeasured": [
    {
      "name": "SD_Code",
      "description": "speed dating code",
      "@type": "propertyValue"
    },
    {
      "name": "DG",
      "description": "dating group",
      "@type": "propertyValue"
    },
    {
      "name": "DG_size",
      "description": "dating group size",
      "@type": "propertyValue"
    },
    {
      "name": "DG_size_acq",
      "description": "dating group size, corrected for prior acquaintance",
      "@type": "propertyValue"
    },
    {
      "name": "age",
      "description": "age",
      "@type": "propertyValue"
    },
    {
      "name": "sex",
      "description": "sex",
      "value": "1. female,\n2. male",
      "maxValue": 2,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "height",
      "description": "height",
      "@type": "propertyValue"
    },
    {
      "name": "weight",
      "description": "weight",
      "@type": "propertyValue"
    },
    {
      "name": "relStat",
      "description": "relationship status",
      "value": "1. single,\n2. in a relationship,\n3. living separately / divorced",
      "maxValue": 3,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "relStat_other",
      "description": "other relationship status",
      "@type": "propertyValue"
    },
    {
      "name": "education",
      "description": "highest educational attainment",
      "value": "1. nine years schooling only,\n2. professional training,\n3. vocational school,\n4. university-entrance diploma,\n5. academic degree",
      "maxValue": 5,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "contracept",
      "description": "hormonal contraception",
      "value": "1. yes,\n2. no",
      "maxValue": 2,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "date",
      "description": "past experience with speed dating",
      "value": "1. yes,\n2. no",
      "maxValue": 2,
      "minValue": 1,
      "@type": "propertyValue"
    },
    {
      "name": "NPI_avg",
      "description": "narcissistic personality inventory - average",
      "@type": "propertyValue"
    },
    {
      "name": "SRP_avg",
      "description": "self-report psychopathy scale - average",
      "@type": "propertyValue"
    },
    {
      "name": "MACHIV_avg",
      "description": "mach-iv - average",
      "@type": "propertyValue"
    },
    {
      "name": "BFI_N_avg",
      "description": "big five inventory: neuroticism - average",
      "@type": "propertyValue"
    },
    {
      "name": "BFI_E_avg",
      "description": "big five inventory: extraversion - average",
      "@type": "propertyValue"
    },
    {
      "name": "BFI_O_avg",
      "description": "big five inventory: openness - average",
      "@type": "propertyValue"
    },
    {
      "name": "BFI_A_avg",
      "description": "big five inventory: agreeableness - average",
      "@type": "propertyValue"
    },
    {
      "name": "BFI_C_avg",
      "description": "big five inventory: conscientiousness - average",
      "@type": "propertyValue"
    },
    {
      "name": "PA_R1",
      "description": "physical attractiveness - rater1(f)",
      "@type": "propertyValue"
    },
    {
      "name": "PA_R2",
      "description": "physical attractiveness - rater2(f)",
      "@type": "propertyValue"
    },
    {
      "name": "PA_R3",
      "description": "physical attractiveness - rater3(m)",
      "@type": "propertyValue"
    },
    {
      "name": "PA_R4",
      "description": "physical attractiveness - rater4(m)",
      "@type": "propertyValue"
    },
    {
      "name": "PA_avg",
      "description": "physical attractiveness - average",
      "@type": "propertyValue"
    },
    {
      "name": "BMI",
      "description": "body mass index",
      "@type": "propertyValue"
    },
    {
      "name": "SOI_R_B_avg",
      "description": "sociosexual orientation inventory revised: behavior - average",
      "@type": "propertyValue"
    },
    {
      "name": "SOI_R_A_avg",
      "description": "sociosexual orientation inventory revised: attitude - average",
      "@type": "propertyValue"
    },
    {
      "name": "SOI_R_D_avg",
      "description": "sociosexual orientation inventory revised: desire - average",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__choice_relFrequ_acq",
      "description": "SRM target effect: actual choice",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FS_avg_acq",
      "description": "SRM target effect: friendship",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__ONS_avg_acq",
      "description": "SRM target effect: one night stand",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__BC_avg_acq",
      "description": "SRM target effect: booty call",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FWB_avg_acq",
      "description": "SRM target effect: friends-with-benefits",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__STR_avg_acq",
      "description": "SRM target effect: short-term relationship (aggregated)",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__LTR_avg_acq",
      "description": "SRM target effect: long-term relationship",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__PA_avg_acq",
      "description": "SRM target effect: physical attractiveness",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__Like_avg_acq",
      "description": "SRM target effect: likeability",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__Int_avg_acq",
      "description": "SRM target effect: intelligence",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FIPI_N_avg_acq",
      "description": "SRM target effect: neuroticism",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FIPI_E_avg_acq",
      "description": "SRM target effect: extraversion",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FIPI_O_avg_acq",
      "description": "SRM target effect: openness",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FIPI_A_avg_acq",
      "description": "SRM target effect: agreeableness",
      "@type": "propertyValue"
    },
    {
      "name": "TargEff__FIPI_C_avg_acq",
      "description": "SRM target effect: conscientiousness",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__choice_relFrequ_acq",
      "description": "SRM perceiver effect: actual choice",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FS_avg_acq",
      "description": "SRM perceiver effect: friendship",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__ONS_avg_acq",
      "description": "SRM perceiver effect: one night stand",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__BC_avg_acq",
      "description": "SRM perceiver effect: booty call",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FWB_avg_acq",
      "description": "SRM perceiver effect: friends-with-benefits",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__STR_avg_acq",
      "description": "SRM perceiver effect: short-term relationship (aggregated)",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__LTR_avg_acq",
      "description": "SRM perceiver effect: long-term relationship",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__PA_avg_acq",
      "description": "SRM perceiver effect: physical attractiveness",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__Like_avg_acq",
      "description": "SRM perceiver effect: likeability",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__Int_avg_acq",
      "description": "SRM perceiver effect: intelligence",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FIPI_N_avg_acq",
      "description": "SRM perceiver effect: neuroticism",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FIPI_E_avg_acq",
      "description": "SRM perceiver effect: extraversion",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FIPI_O_avg_acq",
      "description": "SRM perceiver effect: openness",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FIPI_A_avg_acq",
      "description": "SRM perceiver effect: agreeableness",
      "@type": "propertyValue"
    },
    {
      "name": "PercEff__FIPI_C_avg_acq",
      "description": "SRM perceiver effect: conscientiousness",
      "@type": "propertyValue"
    }
  ]
}`