Overview

Analysing a data set with 2154 observations and 29 variables. The metadata table comprises 20 attributes of 29 variables.

Applicability

Unit missingness

Segment missingness figure

Segment missingness table

Item missingness figure

Item missingness table

Inadmissible categorical values

Contradictions figure

[1] "In dq_report: Missing check_table -- cannot apply contradictions checks w/o contradiction rules\n> dq_report(study_data = sd1, meta_data = md1, label_col = LABEL)\n"

Contradictions table

[1] "In dq_report: Missing check_table -- cannot apply contradictions checks w/o contradiction rules\n> dq_report(study_data = sd1, meta_data = md1, label_col = LABEL)\n"

Hard Limit Deviations Plots

Hard Limit Deviations Plots for “AGE_0”

Hard Limit Deviations Plots for “SBP_0.1”

Hard Limit Deviations Plots for “SBP_0.2”

Hard Limit Deviations Plots for “DBP_0.1”

Hard Limit Deviations Plots for “DBP_0.2”

Hard Limit Deviations Plots for “BODY_HEIGHT_0”

Hard Limit Deviations Plots for “BODY_WEIGHT_0”

Hard Limit Deviations Plots for “CHOLES_HDL_0”

Hard Limit Deviations Plots for “CHOLES_LDL_0”

Hard Limit Deviations Plots for “CHOLES_ALL_0”

Detection Limit Deviations Plots

Detection Limit Deviations Plots for “SBP_0.1”

Detection Limit Deviations Plots for “SBP_0.2”

Detection Limit Deviations Plots for “DBP_0.1”

Detection Limit Deviations Plots for “DBP_0.2”

“AGE_0”

Hard Limit Deviations Plots for “AGE_0”

“SBP_0.1”

Hard Limit Deviations Plots for “SBP_0.1”

Detection Limit Deviations Plots for “SBP_0.1”

“SBP_0.2”

Hard Limit Deviations Plots for “SBP_0.2”

Detection Limit Deviations Plots for “SBP_0.2”

“DBP_0.1”

Hard Limit Deviations Plots for “DBP_0.1”

Detection Limit Deviations Plots for “DBP_0.1”

“DBP_0.2”

Hard Limit Deviations Plots for “DBP_0.2”

Detection Limit Deviations Plots for “DBP_0.2”

“BODY_HEIGHT_0”

Hard Limit Deviations Plots for “BODY_HEIGHT_0”

“BODY_WEIGHT_0”

Hard Limit Deviations Plots for “BODY_WEIGHT_0”

“CHOLES_HDL_0”

Hard Limit Deviations Plots for “CHOLES_HDL_0”

“CHOLES_LDL_0”

Hard Limit Deviations Plots for “CHOLES_LDL_0”

“CHOLES_ALL_0”

Hard Limit Deviations Plots for “CHOLES_ALL_0”

Distribution Plots

Distribution Shape-or-Scale Plots

Marginal Means Plots

LOESS-smoothed Time Course Plots

Univariate Outlier

Variance Components

End digit preferences

“ID”

General Information about “ID”

Metadata

Completeness

“EXAM_DT_0”

General Information about “EXAM_DT_0”

Metadata

Completeness

“SEX_0”

General Information about “SEX_0”

Metadata

Completeness

“AGE_0”

General Information about “AGE_0”

Metadata

Completeness

Hard Limit Deviations Plots for “AGE_0”

“OBS_BP_0”

General Information about “OBS_BP_0”

Metadata

Completeness

“DEV_BP_0”

General Information about “DEV_BP_0”

Metadata

Completeness

“SBP_0.1”

General Information about “SBP_0.1”

Metadata

Completeness

Hard Limit Deviations Plots for “SBP_0.1”

Detection Limit Deviations Plots for “SBP_0.1”

“SBP_0.2”

General Information about “SBP_0.2”

Metadata

Completeness

Hard Limit Deviations Plots for “SBP_0.2”

Detection Limit Deviations Plots for “SBP_0.2”

“DBP_0.1”

General Information about “DBP_0.1”

Metadata

Completeness

Hard Limit Deviations Plots for “DBP_0.1”

Detection Limit Deviations Plots for “DBP_0.1”

“DBP_0.2”

General Information about “DBP_0.2”

Metadata

Completeness

Hard Limit Deviations Plots for “DBP_0.2”

Detection Limit Deviations Plots for “DBP_0.2”

“OBS_SOMA_0”

General Information about “OBS_SOMA_0”

Metadata

Completeness

“BODY_HEIGHT_0”

General Information about “BODY_HEIGHT_0”

Metadata

Completeness

Hard Limit Deviations Plots for “BODY_HEIGHT_0”

“DEV_HEIGHT_0”

General Information about “DEV_HEIGHT_0”

Metadata

Completeness

“BODY_WEIGHT_0”

General Information about “BODY_WEIGHT_0”

Metadata

Completeness

Hard Limit Deviations Plots for “BODY_WEIGHT_0”

“DEV_WEIGHT_0”

General Information about “DEV_WEIGHT_0”

Metadata

Completeness

“WAIST_CIRC_0”

General Information about “WAIST_CIRC_0”

Metadata

Completeness

“OBS_INT_0”

General Information about “OBS_INT_0”

Metadata

Completeness

“SCHOOL_GRAD_0”

General Information about “SCHOOL_GRAD_0”

Metadata

Completeness

“RELATION_STATUS_0”

General Information about “RELATION_STATUS_0”

Metadata

Completeness

“SMOKING_STATUS_0”

General Information about “SMOKING_STATUS_0”

Metadata

Completeness

“STROKE_YN_0”

General Information about “STROKE_YN_0”

Metadata

Completeness

“MYOCARD_YN_0”

General Information about “MYOCARD_YN_0”

Metadata

Completeness

“DIABETES_KNOWN_0”

General Information about “DIABETES_KNOWN_0”

Metadata

Completeness

“DIAB_AGE_ONSET_0”

General Information about “DIAB_AGE_ONSET_0”

Metadata

Completeness

“CONTRACEPTIVA_EVER_0”

General Information about “CONTRACEPTIVA_EVER_0”

Metadata

Completeness

“HOUSE_INCOME_MONTH_0”

General Information about “HOUSE_INCOME_MONTH_0”

Metadata

Completeness

“CHOLES_HDL_0”

General Information about “CHOLES_HDL_0”

Metadata

Completeness

Hard Limit Deviations Plots for “CHOLES_HDL_0”

“CHOLES_LDL_0”

General Information about “CHOLES_LDL_0”

Metadata

Completeness

Hard Limit Deviations Plots for “CHOLES_LDL_0”

“CHOLES_ALL_0”

General Information about “CHOLES_ALL_0”

Metadata

Completeness

Hard Limit Deviations Plots for “CHOLES_ALL_0”