SYSTEM all green source coinbase.com queue 12,408 assets p99 latency 87ms dataflirt.com · scraper/coinbase-com
RUN · 112 active pipelines · coinbase.com live

Coinbase market data,
delivered at millisecond scale.

We extract real-time cryptocurrency prices, historical OHLCV charts, asset metadata, and trading volumes from Coinbase. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.

Price updates
4.2M /day
Assets tracked
14,291 /run
OHLCV records
850K /hour
Active pipelines
112
Uptime
99.98%
Data Dictionary

Every field we extract from coinbase.com

Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.

Complete list of extractable fields for Real-Time Pricing objects from coinbase.com. All fields typed and schema-versioned.

asset_idsymbolnamecurrent_pricecurrencyprice_change_24hprice_change_pct_24hvolume_24hmarket_captimestamp
real-time_pricing
● 200 OK
"asset_id": "bitcoin",
"symbol": "BTC",
"name": "Bitcoin",
"current_price": 64291.5,
"currency": "USD",
"price_change_pct_24h": 2.4,
"volume_24h": 34102948123.0
# asset_idsymbolnamecurrent_pricecurrencyprice_change_24h
1
2
3

Complete list of extractable fields for Historical OHLCV objects from coinbase.com. All fields typed and schema-versioned.

asset_idpairintervaltimestampopenhighlowclosevolumetrades_count
historical_ohlcv
● 200 OK
"asset_id": "ethereum",
"pair": "ETH-USD",
"interval": "1d",
"timestamp": "2026-05-12T00:00:00Z",
"open": 3450.2,
"close": 3512.8,
"volume": 12450.5
# asset_idpairintervaltimestampopenhigh
1
2
3

Complete list of extractable fields for Asset Metadata objects from coinbase.com. All fields typed and schema-versioned.

asset_idsymbolnamedescriptionwebsite_urlwhitepaper_urlcirculating_supplytotal_supplymax_supplyconsensus_mechanismlaunch_date
asset_metadata
● 200 OK
"asset_id": "solana",
"symbol": "SOL",
"name": "Solana",
"circulating_supply": 443120981.0,
"consensus_mechanism": "Proof of History",
"launch_date": "2020-03-16"
# asset_idsymbolnamedescriptionwebsite_urlwhitepaper_url
1
2
3

Complete list of extractable fields for Market Movers objects from coinbase.com. All fields typed and schema-versioned.

rankcategoryasset_idsymbolnamepriceprice_change_pctvolume_24hscraped_at
market_movers
● 200 OK
"rank": 1,
"category": "Top Gainers",
"asset_id": "pepe",
"symbol": "PEPE",
"price": 8.4e-06,
"price_change_pct": 45.2,
"scraped_at": "2026-05-12T09:14:00Z"
# rankcategoryasset_idsymbolnameprice
1
2
3

Complete list of extractable fields for Exchange Pairs objects from coinbase.com. All fields typed and schema-versioned.

pair_idbase_assetquote_assetstatusmin_market_fundsmax_market_fundspost_onlylimit_onlycancel_onlytrading_disabled
exchange_pairs
● 200 OK
"pair_id": "BTC-USDC",
"base_asset": "BTC",
"quote_asset": "USDC",
"status": "online",
"post_only": false,
"trading_disabled": false
# pair_idbase_assetquote_assetstatusmin_market_fundsmax_market_funds
1
2
3

Capabilities

Extract market signals from Coinbase

Our Coinbase scraper bypasses Cloudflare protections to capture real-time pricing, historical datasets, and asset metadata directly from the public exchange interfaces.

Real-Time Price Tracking

Capture sub-second price updates, bid/ask spreads, and 24-hour volume metrics across all listed assets.

Historical Chart Extraction

Extract granular OHLCV candle data for backtesting quantitative models. Configurable intervals from 1-minute to 1-month.

Asset Metadata Mining

Extract circulating supply, total supply, consensus mechanisms, and project descriptions for fundamental analysis.

Market Movers & Trends

Track top gainers, top losers, and trending assets dynamically updated on the Coinbase explore pages.

Trading Pair Specifications

Monitor pair status, minimum order sizes, and trading restrictions across the Coinbase Advanced Trade interface.

Institutional Metrics

Extract publicly available liquidity metrics, custody asset availability, and institutional product listings.

Educational Content

Scrape Coinbase Learn articles, crypto definitions, and tutorial text for NLP corpus building.

Multi-Currency Support

Normalise pricing data against USD, EUR, GBP, INR, and other fiat pairs supported by Coinbase.

High-Frequency Polling

Execute low-latency request loops with proxy rotation to maintain real-time order book and price feeds.

// engagement pipeline

From target assets to warehouse records

Brief in. Clean data out.

Define Scope
d 0

Specify target assets, required data points, and update frequency. We design the extraction schema together.

Pipeline Build
d 2–4

We configure Scrapy crawlers, WebSocket listeners, proxy rotation, and Cloudflare bypass mechanisms for coinbase.com.

Validation & QA
d 4–6

Schema validation, null-rate checks, price-outlier detection, and volume normalisation before full launch.

Delivery
ongoing

JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.

Under the hood

How our Coinbase pipeline handles the hard parts

Crypto exchanges invest heavily in bot mitigation. Here is how we maintain stable data feeds through aggressive rate limiting and WAF protections.

pipeline-monitor · coinbase.com · live ● active
// fingerprinting
Identity rotation
TLS fingerprintrandomised
User-agentrotated
IP poolresidential
Challenges blocked0
// pagination
Page coverage
48,291 pages queued running
// observability
Pipeline health
99.9%
uptime
142ms
p99 lat
0.3%
null rate
2
alerts
Anti-bot layer
Cloudflare bypass + residential proxies

Coinbase routes traffic through strict Cloudflare WAF rules. We utilise TLS fingerprint spoofing and globally distributed residential proxies to bypass challenge pages and maintain stable connections.

High-frequency updates
Optimised polling and WebSocket emulation

Crypto pricing requires low latency. We optimise request headers and maintain persistent connections to capture real-time price ticks without triggering rate limit blocks.

Schema stability
API endpoint monitoring

Coinbase frequently updates its frontend GraphQL and REST endpoints. Our automated tests detect schema drift and fallback to alternative DOM selectors to ensure continuous data delivery.

Rate limit management
Distributed crawling architecture

Extracting historical OHLCV data across thousands of pairs triggers rate limits. We distribute requests across a vast IP pool, pacing execution to respect server thresholds while meeting SLA.

Monitoring & alerting
Anomaly detection for crypto prices

Flash crashes and price glitches occur. Our observability stack monitors for extreme outliers, null values, and stale data, alerting our engineers before corrupt records reach your warehouse.

Applications

Who uses Coinbase data — and how

Teams across industries use coinbase.com data to build competitive products and smarter operations.

01
Algorithmic Trading

Feed real-time price signals and order book depth into high-frequency trading models.

02
Backtesting & Quant Research

Use historical OHLCV datasets to test trading strategies and calculate risk metrics.

03
Portfolio Management

Integrate live pricing and asset metadata into wealth management dashboards and reporting tools.

04
Market Surveillance

Monitor abnormal volume spikes, price manipulation indicators, and sudden liquidity drops.

05
Fundamental Analysis

Track circulating supply changes, max supply caps, and project metadata to evaluate asset valuation.

06
AI Training Data

Use Coinbase Learn articles and asset descriptions to train financial NLP models and sentiment classifiers.

Why DataFlirt

"Cryptocurrency markets never close. Relying on stale data or rate-limited public APIs means missing the alpha hidden in market microstructure."

Building a reliable crypto data pipeline requires handling aggressive rate limits, Cloudflare protections, and the sheer velocity of market updates. DataFlirt manages the proxy infrastructure, WebSocket connections, and data normalisation so your quantitative teams can focus on signal generation — not infrastructure maintenance.

Technical Spec

Coinbase scraper — technical capabilities

Everything supported by our coinbase.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.

Real-time pricing
Sub-second price updates for all listed assets
Supported
Historical OHLCV
Granular candle data from 1-minute to 1-month intervals
Supported
Asset metadata
Supply metrics, consensus mechanisms, and descriptions
Supported
Top gainers/losers
Dynamic tracking of trending assets on the platform
Supported
Exchange pair status
Trading rules, limits, and pair availability
Supported
Cloudflare bypass
TLS fingerprinting and residential proxy rotation
Supported
Webhook delivery
HTTP POST per record for real-time downstream processing
Supported
Change detection (diffs)
Hash-based diff: only emit records with changed fields since last run
Supported
Authenticated order execution
Executing trades requires private API keys and user authentication
Partial
Private wallet balances
User-specific holdings and transaction histories are gated behind KYC
Partial
Infrastructure

Infrastructure powering the Coinbase pipeline

Open-source tooling on proven cloud infra — no vendor lock-in, full observability.

ScrapyPlaywrightPython 3.12RedisPostgreSQLApache AirflowAWS LambdaS3CloudWatch2CaptchaCapSolverResidential ProxiesDockerKubernetesGrafanaPrometheus
Scrapy + Playwright Stack

Scrapy handles crawl orchestration, deduplication, and retry logic. Playwright handles JavaScript rendering, cookie sessions, and interaction flows. Combined via scrapy-playwright middleware.

Distributed Proxy Infrastructure

We maintain pools of residential ISP proxies globally. Rotation happens per-request with sticky sessions where required. IP score monitoring prevents blacklisted pool contamination.

Cloud-Native Orchestration

Pipelines run on AWS Lambda (burst) and ECS (sustained). Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.

Output & Delivery

Your data, your destination

Data delivered to where your team already works — no new tooling required.

JSON
Newline-delimited or nested — schema versioned per run
CSV
Flat file with typed columns — Excel/Sheets compatible
Parquet
Columnar format for BigQuery, Snowflake, Athena
AWS S3
Direct bucket delivery — compatible with any data lake
Webhook
HTTP POST per record for real-time downstream processing
API
REST endpoints to query your extracted datasets
BigQuery
Streamed directly into your dataset with schema auto-detect
Snowflake
Stage + COPY INTO workflow — incremental or full-replace
XLS
Legacy spreadsheet format for business analysts
S3
Direct bucket delivery — compatible with any data lake
// faq

Common questions.

About coinbase.com scraping, legality, and pipeline operations.

Ask us directly →
Is scraping Coinbase legal?

Scraping publicly available information from Coinbase is generally permissible. DataFlirt targets only public, non-authenticated market data, prices, and asset metadata. We do not extract personal data, circumvent authentication walls, or interact with private wallets.

How do you bypass Cloudflare on Coinbase?

We use residential ISP proxies, full Playwright browser sessions with realistic TLS fingerprints, and strict header normalisation to bypass WAF challenges without triggering blocks.

What is the latency for real-time pricing?

For specified asset lists, we can achieve sub-second latency using optimised polling and webhook delivery, ensuring your models receive data as fast as the public interface updates.

Do you extract historical data?

Yes. We can extract historical OHLCV (Open, High, Low, Close, Volume) data across various intervals to support backtesting and quantitative research.

Can you track multiple fiat pairs?

Yes. We extract pricing data normalised against USD, EUR, GBP, and any other fiat or crypto pair supported by the Coinbase platform.

Do you scrape Coinbase Advanced Trade?

We extract publicly available order book depth, pair specifications, and trading rules from the Advanced Trade interfaces without requiring authentication.

How do you handle rate limits?

We distribute requests across a vast pool of residential IP addresses, pacing execution to respect server thresholds while meeting required delivery cadences.

$ dataflirt scope --new-project --source=coinbase.com ready

Tell us what
to extract.
We do the rest.

20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need historical OHLCV dumps or a real-time price feed across 10,000 assets — we scope, build, and operate the pipeline. Tell us what you need.

hello@dataflirt.com · Bengaluru · IST · typical reply < 4h
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