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Financial & market data

Market observations with their evidence still attached.

Collect public instrument, company, price, metric, filing, event, and revision records with source context and observation time preserved—from documented finance and trend APIs to a scoped recurring delivery.

  1. 01
    Name the observation

    Instrument, price, metric, filing, event, or revision.

  2. 02
    Preserve its clock

    Source time, observation time, and delivery time stay distinct.

  3. 03
    Define permitted use

    Source, retention, redistribution, and decision boundaries.

Market record model

Separate the entity from every value observed about it.

A ticker, a company, a displayed quote, a filing, and a source revision answer different questions. Keeping them separate makes history and conflicts inspectable.

01 · Reference object记录

Instrument or company

The source-defined security, index, currency, fund, or company identity associated with an observation.

  • Source identifier and ticker
  • Venue or market label
  • Company relationship
02 · Time-bound object记录

Quote or price observation

A value displayed by a named source with currency, context, source time where shown, and observed_at.

  • Displayed value and unit
  • Source-displayed time
  • Observation state
03 · Public document飞行员先

Filing or disclosure

A public document and its amendment relationships, kept separate from facts extracted from it.

  • Document type
  • Published or filed time
  • Revision reference
04 · Observed fact飞行员先

Metric

A source-labeled company, financial, economic, or interest measure with period and unit context.

  • Metric label and value
  • Period and units
  • Source definition
05 · Change object飞行员先

Event

A source-published announcement or a change derived from successive observations under an agreed rule.

  • Event type
  • Effective or observed time
  • Evidence links
06 · Evidence stateRetained

Source revision

A corrected, amended, or newly observed source state linked to the earlier record. Revisions do not overwrite the evidence trail.

Capability boundary

Documented where the product contract exists. Pilot-first where the source defines the work.

Coverage means a named source, page family, input, field set, timestamp policy, and permitted delivery—not a claim to complete market truth.

Source or family输入Record国家
谷歌金融APISupported request inputFinance page observations记录
谷歌趋势APITerm and contextPublic trend observations记录
符合条件的公众公司和市场页面URL or source briefAgreed public fields飞行员先
许可或非公共系统Credentials or redistributionRegulated feed content没有标准

Record schema

Make source, value, time, and revision independently queryable.

The schema keeps what the source displayed separate from what the customer later derives, adjusts, joins, or decides.

01 · Identity

Instrument and company

source_instrument_id
Identifier retained from the source.
ticker
Displayed symbol, without assuming global uniqueness.
venue_label
Market or venue context shown by the source.
02 · Observation

Value and units

displayed_value
Source-presented value stored without interpretation.
currency_or_unit
Unit context associated with the value.
observation_state
Observed, absent, unavailable, failed, changed, or review.
03 · Time

Independent clocks

source_time
Timestamp displayed by the source, when present.
observed_at
When collection produced the observation.
delivered_at
When the record entered the delivery channel.
04 · Evidence

Provenance and revision

source_url
Public page associated with the record.
revision_id
Version key linked to prior evidence.
schema_version
Contract version used for the output.
Illustrative market record—not customer data其他类型
{
  "record_id": "mkt_obs_001",
  "instrument": {
    "source_id": "EXAMPLE:ABC",
    "ticker": "ABC",
    "venue_label": "Example market"
  },
  "observation": {
    "field": "displayed_price",
    "value": "101.25",
    "currency": "USD"
  },
  "source_time": "YYYY-MM-DDThh:mm:ssZ",
  "observed_at": "YYYY-MM-DDThh:mm:ssZ",
  "revision_id": "rev_02",
  "collection_state": "observed",
  "schema_version": "market.v1"
}

Identity and evidence

A ticker alone is not a canonical instrument.

Symbols can collide, change, or refer to different instruments by venue. Preserve the source identity and add cross-source identity only with inspectable rules.

  1. 01

    Source key

    Page ID + source URL

    Retained as observed.
  2. 02

    Candidate cues

    Ticker + venue + name

    Compared under a versioned rule.
  3. 03

    Match state

    Matched / ambiguous / review

    Never silently forced.
  4. 04

    Canonical key

    Customer or contracted ID

    Added only when scoped.

Freshness semantics

Preserve the clocks; do not imply a live feed.

A collection schedule, source-displayed timestamp, and delivery time answer different questions. Observation timestamps remain attached to every record.

  1. Requestedrequested_at

    The instrument and context entered collection.

  2. Source-displayedsource_time

    The time shown by the page, when present.

  3. 观察到observed_at

    The value was collected from the source.

  4. Delivered / reviseddelivered_at · revision_at

    The record arrived or new source evidence appeared.

Quality and missingness

Quality means traceable evidence, not a promised market truth.

Structural checks can show whether the record matches the agreed contract. They cannot turn a public page into an authoritative or licensed price source.

观察到

Required evidence present

Value, source, identity context, and observed_at passed structural checks.

Revised

New source state linked

The previous record remains available beside the new observation.

审查

Identity or value conflicts

The record waits for the agreed rule or customer review path.

Unavailable

No qualifying observation

Source absence or failure stays distinct from a valid zero value.

Structural checks

Required keys, types, timestamps, source URL, schema version, and state.

Field checks

Currency or unit presence, value format, identity cues, and revision linkage.

Customer acceptance

Source suitability, economic meaning, licensed-use requirements, calculations, and investment or operational decisions.

Operating model

Choose who runs the market-observation workflow.

The record contract stays explicit across four paths; ownership of collection, extraction, maintenance, and delivery changes.

Maximum control

Build on proxy infrastructure.

Your team selects sources and owns collection logic, extraction, timestamp policy, evidence retention, validation, and delivery.
责任拥有者
Source and record briefCustomer
Access infrastructureShared
Extraction and source schemaCustomer
Quality, revisions, and deliveryCustomer
Validation and decisionsCustomer

Applications

Build analysis on inspectable public observations.

Each workflow uses source-linked records; customers define calculations, thresholds, suitability, permissions, and decisions.

01

Company monitoring

Track selected public company pages, disclosures, and changes with evidence and time attached.

Company · filing · event · revision
02

Public market research

Organize source observations for analyst review without presenting them as an official feed.

Instrument · observation · source context
03

Trend research

Collect documented public trend observations under a reproducible term, market, and time context.

Term · context · time series
04

Alternative-data exploration

Test whether selected public-web signals are stable and interpretable before production use.

Source · metric · quality state
05

Disclosure change detection

Retain successive public document states and route amendments or exceptions for review.

Filing · revision · event
06

Evidence for internal models

Supply timestamped source records while model owners govern features, bias, validation, and outcomes.

Observation · provenance · version

Representative pilot

Test the source, clock, revision, and use boundary together.

Use representative instruments, ordinary and missing values, source revisions, ambiguous identifiers, and the intended delivery path before recurring collection begins.

Scope a financial-data pilot
  1. 01

    Define

    Share sources, instruments, fields, timestamps, cadence, retention, and intended use.

  2. 02

    Sample

    Include ordinary pages, missing values, amendments, symbol collisions, and unavailable states.

  3. 03

    Inspect

    Review source evidence, time semantics, identity, revisions, and quality states.

  4. 04

    Accept

    Agree the schema, operating ownership, exceptions, use boundary, and delivery contract.

Evaluation FAQ

Questions to settle before market observations enter production.

Use these answers to distinguish source observations from licensed feeds, interpretation, and financial decisions.

What financial and market data can WebScrapingAPI collect?

Documented Google Finance API and Google Trends API workflows can return source-specific public observations. Eligible public company and market pages can also be evaluated through Scraper API or Browser API. Filings, news, fundamentals, longer time series, and alternative-data feeds begin with a representative pilot.

Is this an official or licensed market data feed?

No. WebScrapingAPI is not a licensed exchange feed or official market data source. Records reflect values observed on named public webpages in a defined context and at a recorded time; regulated exchange distribution or licensed-feed replacement is not standard scope.

Does the data provide investment advice?

No. The delivered records are source observations, not investment advice, a recommendation, or a determination of value. Customers remain responsible for validation, analysis, permissions, controls, and every financial or operational decision made with the data.

How are instruments and companies identified?

The record can retain the source identifier, ticker, exchange or venue label, company name, and source URL. A cross-source canonical instrument or company identifier is added only when matching rules, ambiguity states, and review handling are part of the agreed contract.

How are timestamps represented?

Every observation preserves observed_at, and can retain requested_at, delivered_at, and any source-displayed time separately. A displayed market time is not silently substituted for collection time, and timezone interpretation is documented where the source provides enough context.

Can historical prices and revisions be delivered?

A scheduled or managed program can retain successive public observations and source revisions after collection begins. Historical backfill, interval completeness, corporate-action adjustment, and revision behavior are pilot-first because they depend on the source and requested record contract.

Can filings, fundamentals, and financial news be included?

Eligible public filings, disclosures, company metrics, and news pages can be evaluated in a pilot. The pilot confirms document types, jurisdictions, source permissions, fields, timestamps, amendment handling, and whether discovery metadata or extracted content is required.

How are missing, stale, or conflicting values handled?

The contract can distinguish a source-absent field, an unavailable page, an unchanged value, a late observation, a collection failure, a source revision, and a cross-source conflict. Those states remain explicit rather than becoming zero, null, or a fabricated consensus value.

Who maintains collection and quality controls?

Proxy customers own their collectors, parsers, validation, and maintenance. WebScrapingAPI maintains supported access products within their documented boundary. Scheduled feeds and Managed Web Data can include contracted extraction, schema maintenance, quality monitoring, revision handling, and delivery operations.

What data is outside the standard scope?

Non-public data, account-only terminals, credentialed portals, licensed exchange redistribution, order or portfolio data, and sources whose terms or controls prohibit the proposed use are not standard scope. A public observation never removes the customer's responsibility to assess lawful access, reuse, and retention.

Financial & market data

Start with the source evidence your workflow must preserve.

Use documented access products for your own application, or scope a representative recurring record contract with our team.