TASMU AI

Prompt Library / npc

Dataset Card Writer

by Khalid Al-Naimi · National Planning Council · v1.2

PublicOpenDocumentationStatistics
★ 4.4 890 runsUpdated 2026-04-27

Prompt template

3 variables
Generate a marketplace dataset card for a government dataset being published on the TASMU Cognitive AI Marketplace.

Dataset name: {dataset_name}
Schema summary:
{schema_summary}
Collection method: {collection_method}

Sections: Overview (2–3 sentences), Intended uses, Out-of-scope uses, Collection and lineage, Known limitations and biases, Update cadence, Suggested citation. Write for a data scientist audience; state limitations honestly rather than promotionally.
{dataset_name}{schema_summary}{collection_method}

Playground

Simulated sandbox

Example input & output

Example input

{dataset_name}
Qatar Monthly Traffic Counts: Arterial Roads
{schema_summary}
station_id, road_name, direction, hour, vehicle_class (5 classes), count, quality_flag
{collection_method}
Automated inductive-loop and radar counting stations at 92 sites, aggregated hourly by the Ministry of Transport traffic data centre.

Example output

Overview: Hourly vehicle counts by class from 92 automated stations on Qatar's arterial road network, aggregated by the Ministry of Transport traffic data centre. Intended uses: congestion modelling, signal timing studies, infrastructure planning, and forecasting model training. Out-of-scope: individual vehicle tracking or enforcement, the data contains no plate-level records. Collection and lineage: inductive-loop and radar sensors with hourly aggregation; records failing sensor self-tests carry quality_flag = 'suspect'. Known limitations: three Al Khor stations were offline during February 2026 maintenance, and motorcycle counts are systematically undercounted by loop sensors (estimated 8–12%). Update cadence: monthly, within 10 working days of month end. Suggested citation: Ministry of Transport, Qatar Monthly Traffic Counts, Arterial Roads, via TASMU Cognitive AI Marketplace, 2026.

Publishing entity

npNational Planning Council
Author
Khalid Al-Naimi
Version
v1.2
Rating
★ 4.4
Runs
890
License
Open
Updated
2026-04-27

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This template is tuned for the sovereign model above. Forked copies keep the same target model binding until republished.

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