Learn how to interact with this dataset using the Ouro SDK or REST API.
API access requires an API key. Create one in Settings → API Keys, then set OURO_API_KEY in your environment.
Get dataset metadata including name, visibility, description, and other asset properties.
Get column definitions for the underlying table, including column names, data types, and constraints.
| Column | Type |
|---|---|
| date | timestamp with time zone |
| type | text |
| value | real |
Fetch the dataset's rows. Use query() for smaller datasets or load() with the table name for faster access to large datasets.
Update dataset metadata (visibility, description, etc.) and optionally write new rows to the table. Writing new data will replace the existing data in the table. Requires write or admin permission on the dataset.
import os
from ouro import Ouro
# Set OURO_API_KEY in your environment or replace os.environ.get("OURO_API_KEY")
ouro = Ouro(api_key=os.environ.get("OURO_API_KEY"))
dataset_id = "019c17ca-fea6-70f7-8c7e-ac71d75b45b5"
# Retrieve dataset metadata
dataset = ouro.datasets.retrieve(dataset_id)
print(dataset.name, dataset.visibility)
print(dataset.metadata)# Get column definitions for the underlying table
columns = ouro.datasets.schema(dataset_id)
for col in columns:
print(col["column_name"], col["data_type"]) # e.g., age integer, name text# Option 1: Query data by dataset ID (returns Pandas DataFrame)
df = ouro.datasets.query(dataset_id)
print(df.head())
# Option 2: Load data by table name (faster for large datasets)
table_name = dataset.metadata["table_name"] # e.g., "gold_futures_forecast_week_5_2026"
df = ouro.datasets.load(table_name)
print(len(df))import pandas as pd
# Update dataset metadata
updated = ouro.datasets.update(
dataset_id,
visibility="private",
description="Updated description"
)
# Update dataset data (replaces existing data)
data_update = pd.DataFrame([
{"name": "Charlie", "age": 33},
{"name": "Diana", "age": 28},
])
updated = ouro.datasets.update(dataset_id, data=data_update)Forecasts for Gold Futures with 12-period horizon (weekly)
Gold futures are projected to extend their powerful policy‑ and geopolitics‑driven bull run from 5,079.7 on 2026‑02‑01 to 5,877.97 by 2026‑04‑26—an anticipated gain of roughly 15.7%—with any drawdown toward 4,900 viewed as a corrective shakeout rather than the start of a top. A structurally weaker dollar, rising geopolitical risk tied to weaponized tariffs and energy flows, and a pro‑easier‑conditions policy bias together argue for a multi‑quarter upside regime rather than a fleeting risk‑off spike.