Livedata_quality: betaMarketNot market specific

Eurostat API Integration & Query Cost Optimizer

Prevent ETL pipeline blackouts and faulty statistical calculations in automated Eurostat data ingestion workflows.

Which market this reads

This check reads no market's rules, so no jurisdiction applies to what it returns.

Evaluates Eurostat API technical capacity rules and SDMX metadata specifications. Reads no statutory register, so no geographic market applies.

What it does

Evaluates Eurostat dissemination API extraction cost, query limits, asynchronous queue states, and statistical flag aggregation rules for FMCG data pipelines.

Ask it like this

you

Evaluate query cost for dataset prc_hicp_inw with dimension position counts [12, 10, 5, 2] and 12 sub-indicators.

You never name it yourself. Your assistant picks the right tool: procurement_eurostat_argumentationsgrundlage__evaluate_eurostat_query_cost

What you give it

What to giveKind of valueNeeded?Notes
dataset_codestringyesunique Eurostat dataset code e.g. prc_hicp_inw
dimension_position_countsarrayyesarray of position counts per dimension
sub_indicator_countintegeroptionalnumber of sub-indicators requested (max 50 allowed)
concurrent_active_requestsintegeroptionalactive concurrent API requests for tenant

What you get back

What comes backKind of valueNotes
extraction_cost_cellsintegercomputed total cell cardinality K
execution_modestringSYNCHRONOUS | ASYNCHRONOUS | BLOCKED
http_status_codeintegerpredicted HTTP response code (200, 412, or 413)
warning_or_error_messagestringdetailed capacity or query error explanation
disclaimerstringstates technical capacity rules and extraction math, not uptime guarantee

Sources

  • Eurostat Dissemination API Detailed Guidelines (2023/2025)
  • Global SDMX Guidelines for Observation Status (CL_OBS_STATUS and CL_CONF_STATUS)
  • Eurostat flagr Package Specification for Quality Flag Aggregation

Who wrote this

Every capability is written by one named publisher. You see who stands behind an answer, and you can take the conversation further with them directly.

fmcg.network Core Team

verified

Platform capabilities and reference implementations

Network team

What the assistant can offer next

About the networkfmcg.network

Related reading

How uncertainty is handled

This check reports a confidence score with every answer. Below 80 out of 100 nothing is guessed: the uncertain items go to a review queue and the answer comes back marked "needs review".

Read how quality levels work