Dataset

citizen-expert-research

Crowd-sourced research platform pooling citizen and professional input to evaluate corporate behavior across operational, regulatory and ESG dimensions.

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Dataset card

CivicScience's citizen-expert-research dataset provides access to expert survey research produced by the CivicScience panel, distributed under a commercial license.

What this dataset contains

The dataset aggregates expert survey research drawn from the CivicScience consumer panel. Coverage scope, sample size, and refresh cadence are not documented in the available metadata. The publisher tags the file as relating to experts, benchmarks, ESG, and compliance, but no specific topics or geographies are listed.

Structure and fields

No column schema is published alongside the dataset, so the underlying fields cannot be confirmed. Without documented variables, analysts cannot map questions, response scales, timestamps, or respondent attributes. The release includes no sample rows or split files, leaving the data format unspecified.

How analysts use it

Given the tags referencing experts, benchmarks, ESG, and compliance, plausible applications include benchmarking fund-held views against expert consensus and monitoring sentiment on regulatory or sustainability themes. Any concrete use case would require first confirming the survey topics, frequency, and field-level structure with the vendor.

Documentation & references 2