Get Booking.com reviews into BigQuery.

One endpoint call, the BigQuery setup steps, and a field-to-column map. Then keep it refreshing on a schedule.

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The pieces

One source, one destination.

Booking.com

Booking.com carries the largest structured review corpus in hospitality: numeric sub-scores, reviewer country, stay type, and dated text on every property. Rates and rooms sit behind the same hotel_id. On this page those reviews feed BigQuery, one row per review.

BigQuery

BigQuery wants rows, not API calls. A small scheduled job fetches the JSON, flattens the fields you care about, and appends them to a table, so history accumulates and SQL does the rest. Here it becomes the front end for live Booking.com reviews.

The call

One endpoint returns Booking.com reviews.

The Hotel Reviews endpoint returns clean JSON for one hotel. Send your key in the X-API-Key header. See the endpoint docs for every parameter.

GET Hotel Reviews /v1/booking/hotel/reviews https://api.stayapi.com/v1/booking/hotel/reviews?hotel_id=346648

Setup

Wire BigQuery to the endpoint.

01

Create a StayAPI account and copy your API key from the dashboard.
02

Create a dataset and table with the schema below.
03

Run the Python script below on a schedule (Cloud Run jobs and Cloud Scheduler work well).
04

Query the table or point your BI layer at it.

Config

Python: fetch and insert.

This uses the real endpoint URL with the example Angsana Laguna Phuket id. Swap in your hotel id and your API key.

load.py

import requests, psycopg2

URL = "https://api.stayapi.com/v1/booking/hotel/reviews?hotel_id=346648"
HEADERS = {"X-API-Key": "YOUR_API_KEY"}

resp = requests.get(URL, headers=HEADERS, timeout=30)
resp.raise_for_status()
body = resp.json()
records = body.get("data", {}).get("reviews") or body.get("reviews") or body.get("rooms") or []

conn = psycopg2.connect(dsn="YOUR_CONNECTION_STRING")
cur = conn.cursor()
for r in records:
    cur.execute(
        "INSERT INTO stay_data (id, score, reviewed_date) VALUES (%s, %s, %s)",
        (r.get("id"), r.get("score"), r.get("reviewed_date")),
    )
conn.commit()
cur.close()
conn.close()