drug-discovery-prompts/upstream/K-Dense-AI-scientific-agent-skills/skills/database-lookup/references/ecb.md

---
title: "ECB Statistical Data Warehouse (SDW) REST API Reference"
task: ""
lineage_type: import
upstream_source: https://github.com/K-Dense-AI/scientific-agent-skills/blob/9c9bd2e9/skills/database-lookup/references/ecb.md
upstream_sha: 9c9bd2e9
imported_at: 2026-06-26
prompt_class: prompt
upstream_changes: accepted
author: upstream
validated: false
---

# ECB Statistical Data Warehouse (SDW) REST API Reference

## Overview
The ECB SDW API provides access to European Central Bank statistical data: exchange rates, monetary aggregates, interest rates, balance of payments, banking statistics, and more. It follows the SDMX (Statistical Data and Metadata eXchange) RESTful web services standard.

## Base URL
```
https://data-api.ecb.europa.eu/service
```

Note: The legacy URL `https://sdw-wsrest.ecb.europa.eu/service` still works but the above is the current endpoint.

## Authentication
**No API key required.** The API is fully open and public.

## Rate Limits
- No formal rate limits published.
- ECB asks users to be respectful: avoid excessive parallel requests.
- For bulk downloads, use compressed responses (`Accept-Encoding: gzip`).

## Common Headers
| Header | Value | Description |
|--------|-------|-------------|
| `Accept` | `application/vnd.sdmx.data+json;version=2.0.0` | JSON format (recommended) |
| `Accept` | `application/vnd.sdmx.data+csv` | CSV format |
| `Accept` | `application/vnd.sdmx.data+xml` | SDMX-ML XML (default) |
| `Accept-Encoding` | `gzip` | Compressed response |

---

## Key Endpoints

### 1. Get Data (Time Series)

```
GET /data/{flowRef}/{key}?{parameters}
```

| Component | Description |
|-----------|-------------|
| `flowRef` | Dataflow ID (e.g., `EXR` for exchange rates, `BSI` for balance sheet items) |
| `key` | Dot-separated dimension values. Use `+` for OR, `.` to skip a dimension (wildcard). |

**Query Parameters:**
| Parameter | Required | Description |
|-----------|----------|-------------|
| `startPeriod` | No | Start date: `YYYY`, `YYYY-MM`, or `YYYY-MM-DD` |
| `endPeriod` | No | End date: same formats |
| `updatedAfter` | No | ISO 8601 timestamp; returns only data updated after this time |
| `detail` | No | `full` (default), `dataonly`, `serieskeysonly`, `nodata` |
| `firstNObservations` | No | Return only first N observations per series |
| `lastNObservations` | No | Return only last N observations per series |
| `dimensionAtObservation` | No | Typically `TIME_PERIOD` (default) |

**Exchange Rate Key Structure (EXR dataflow):**
`{frequency}.{currency}.{currency_denom}.{exr_type}.{exr_suffix}`

| Position | Dimension | Common Values |
|----------|-----------|---------------|
| 1 | Frequency | `D` (daily), `M` (monthly), `A` (annual) |
| 2 | Currency | `USD`, `GBP`, `JPY`, `CHF`, `CNY`, etc. |
| 3 | Currency denominator | `EUR` (usually) |
| 4 | Exchange rate type | `SP00` (spot), `EN00` (average) |
| 5 | Exchange rate suffix | `A` (average), `E` (end of period) |

**Example -- Daily USD/EUR spot rate, 2024:**
```
GET https://data-api.ecb.europa.eu/service/data/EXR/D.USD.EUR.SP00.A?startPeriod=2024-01-01&endPeriod=2024-12-31
Accept: application/vnd.sdmx.data+json;version=2.0.0
```

**Example -- Monthly GBP and JPY vs EUR, last 12 observations:**
```
GET https://data-api.ecb.europa.eu/service/data/EXR/M.GBP+JPY.EUR.SP00.A?lastNObservations=12
Accept: application/vnd.sdmx.data+json;version=2.0.0
```

**Example -- All daily exchange rates for a specific date (wildcard):**
```
GET https://data-api.ecb.europa.eu/service/data/EXR/D..EUR.SP00.A?startPeriod=2024-06-01&endPeriod=2024-06-01
Accept: application/vnd.sdmx.data+json;version=2.0.0
```

**JSON Response Structure (SDMX-JSON v2.0):**
```json
{
  "meta": { "schema": "...", "id": "...", "prepared": "2024-11-01T12:00:00Z" },
  "data": {
    "dataSets": [
      {
        "action": "Information",
        "series": {
          "0": {
            "attributes": [0, 0, ...],
            "observations": {
              "0": [1.0856],
              "1": [1.0791],
              "2": [1.0834]
            }
          }
        }
      }
    ],
    "structures": [
      {
        "dimensions": {
          "series": [...],
          "observation": [
            {
              "id": "TIME_PERIOD",
              "values": [
                {"id": "2024-01-02", "name": "2024-01-02"},
                {"id": "2024-01-03", "name": "2024-01-03"}
              ]
            }
          ]
        }
      }
    ]
  }
}
```

Note: Observation values are indexed arrays. Match observation index to `TIME_PERIOD` values in `structures.dimensions.observation`.

**CSV Response** (simpler to parse):
```
Accept: application/vnd.sdmx.data+csv
```
Returns standard CSV with columns: `DATAFLOW`, `FREQ`, `CURRENCY`, `CURRENCY_DENOM`, `EXR_TYPE`, `EXR_SUFFIX`, `TIME_PERIOD`, `OBS_VALUE`, etc.

---

### 2. Get Dataflow Definitions (Available Datasets)

```
GET /dataflow/{agencyID}/{resourceID}/{version}
```

**Example -- List all ECB dataflows:**
```
GET https://data-api.ecb.europa.eu/service/dataflow/ECB
Accept: application/vnd.sdmx.structure+json;version=2.0.0
```

**Example -- Get EXR dataflow definition:**
```
GET https://data-api.ecb.europa.eu/service/dataflow/ECB/EXR
Accept: application/vnd.sdmx.structure+json;version=2.0.0
```

---

### 3. Get Data Structure Definition (Dimensions & Codes)

```
GET /datastructure/{agencyID}/{resourceID}/{version}?references=children
```

**Example:**
```
GET https://data-api.ecb.europa.eu/service/datastructure/ECB/ECB_EXR1?references=children
Accept: application/vnd.sdmx.structure+json;version=2.0.0
```

This returns all dimensions, their code lists, and allowed values -- essential for constructing valid keys.

---

## Common Dataflow IDs

| Dataflow | Description |
|----------|-------------|
| `EXR` | Exchange rates |
| `BSI` | Balance sheet items (monetary financial institutions) |
| `MIR` | MFI interest rates |
| `ILM` | Internal liquidity management |
| `SEC` | Securities issues statistics |
| `BOP` | Balance of payments |
| `STP` | Structural financial indicators |
| `CBD` | Consolidated banking data |
| `ICP` | Index of consumer prices (HICP) |
| `FM` | Financial market data |
| `YC` | Yield curve data |

## Notes
- The SDMX-JSON format is verbose. For simpler parsing, use `Accept: application/vnd.sdmx.data+csv`.
- When a dimension is unknown, leave it empty (e.g., `D..EUR.SP00.A`) to get all values for that dimension.
- Use `+` to request multiple values for one dimension (e.g., `USD+GBP`).
- The `detail=dataonly` parameter omits attributes and reduces response size.
- Historical data availability varies by dataflow; exchange rates go back to 1999 (euro introduction).