dcc_report_staff

Produces the staff workbook, dependency-free HTML report, and concise text
summary from one normalized model. Sensitive examples are masked by default,
and Excel row limits are checked before writing so data are never truncated.

Rule-driven, auditable cleaning of survey and assessment
response data, implementing the WeianData Detect-Execute-Report
workflow. Provides a multi-format, multi-encoding input layer
(CSV, 'Excel', 'SPSS', 'Stata', 'SAS', Parquet, JSON), the
dcc_data container with a provenance chain, level-0 structural
diagnostics, five built-in response-quality detectors (missing
items, straight-lining, response time, trap items, score
anomalies), a declarative YAML rule engine, an execution engine
with a cell-level audit log, answer-key scoring, multi-form to
master item bank mapping, a normalized report model rendered as bilingual
staff workbooks and HTML, complete statistical bundles, and versioned
machine JSON/JSONL with findings-to-changes reconciliation,
cell-level lineage tracing, and
manifest-based one-command reproduction. Includes a protected bilingual
strict project workbook and matching JSON contract with cell-addressed
validation, non-mutating preflight, preview-first execution, and localized
staff guidance. All formally supported input backends install with the
package; PDF is optional rather than a fixed report output.

Kunxiang Ma

Data Cleaning Center for Survey and Assessment Data

WEIAN DATA TECH (Beijing) Co., Ltd. 

dcc_report_staff function

<dl><dt>model</dt>
<dd>A validated <code>dcc_report_model</code>.</dd><dt>output_dir</dt>
<dd>Existing or new directory for the report files.</dd><dt>formats</dt>
<dd>Any combination of <code>"xlsx"</code> and <code>"html"</code>.</dd><dt>language</dt>
<dd>Primary display language, <code>"zh-CN"</code> or <code>"en"</code>.</dd><dt>include_examples</dt>
<dd>Whether raw examples may be disclosed. Defaults to
<code>FALSE</code>.</dd></dl>

Arguments

Render the bilingual staff report — dcc_report_staff

<dl>

<dt>model</dt>
<dd>A validated <code>dcc_report_model</code>.</dd>

<dt>output_dir</dt>
<dd>Existing or new directory for the report files.</dd>

<dt>formats</dt>
<dd>Any combination of <code>"xlsx"</code> and <code>"html"</code>.</dd>

<dt>language</dt>
<dd>Primary display language, <code>"zh-CN"</code> or <code>"en"</code>.</dd>

<dt>include_examples</dt>
<dd>Whether raw examples may be disclosed. Defaults to
<code>FALSE</code>.</dd>

</dl>

dcc_report_staff: Render the bilingual staff report

Description

Usage

Value

Arguments