Data requirements

Data requirements

How much data each insight needs before it returns results. Available to signed-in developers.

Data requirements

Use this page to plan your data feed and to explain empty results to your users. "Daily data" means one value per day, "hourly data" one per hour, and so on.

Requirements per insight

InsightMinimum dataBest results withAlso needs
Forecast, dailyUp to 31 days ahead7 days of daily data365 days of daily data–
Forecast, monthlyNext 12 months1 month of data––
Anomalies, daily30 days of daily data365 days of daily data–
Anomalies, monthly30 days of daily data and 6 months of monthly data––
Energy Usage Categories1 month of daily data12 months of hourly datahouse_type for homes, or a business type, plus the questions tagged required_for_euc_to_work. Homes with solar also need PV Disaggregation.Errors if missing: NOT_ENOUGH_DATA_POINTS, HOUSE_TYPE_REQUIRED_FOR_EUC, NO_CONSUMPTION_DATA_FOR_SOLAR_LOCATION
Similar HomesData for the requested period–A home profile complete enough to match a group of similar homes, and a price formula for cost comparisons.Error if missing: HOME_PROFILE_INSUFFICIENT_FOR_SIMILAR_HOMES
PV Disaggregation7 days of hourly import and export dataImproves as more data arrivesSet up by Eliq per client
Peak Power and Capacity Tariffs15, 30 or 60 minute data12 months of 15, 30 or 60 minute data–
Energy Advisor1 month of data–A location profile
No-Meter InsightsNo meter data–An annual consumption value and the profile fields for the country, usually persons, heating_type_primary, house_type and hotwater_type
BudgetsDaily data–A price formula for budgets in cost
Monthly ReportLast month's data–Sent at the latest 10 days after month end
Market PricesNo consumption data–spot_price_region_id on the location. Some regions also need a market data licence, held by you or by Eliq.
Cost, for all insightsNo extra data–A price formula. Without one, the country's average price is used.
Energy Insights for BusinessesSame as each insight–Location profile type set to business
Customer Map3 months of 15, 30 or 60 minute electricity data12 months, needed for tariff matchingThe location exists in Eliq

What each resolution unlocks

You sendUnlocks
Monthly dataMonthly forecast, and monthly anomalies when you also send 30 days of daily data
Daily dataDaily forecast, daily anomalies, Energy Usage Categories, Budgets and Energy Advisor
Hourly data or finerPV Disaggregation (with import and export data) and the most accurate Energy Usage Categories
15, 30 or 60 minute dataPeak Power and Capacity Tariffs, and Customer Map

If an insight returns an error instead of a result, the code tells you what is missing. See Errors.

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This page is part of the API reference and is available to signed-in developers.

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Updated on: 
Oct 18, 2026