> ## Documentation Index
> Fetch the complete documentation index at: https://developer.hayinsights.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Aggregate news sentiment

> Overall news sentiment across the window: Cautious / Neutral / Favourable, plus
a 0–100 score and the article counts behind it. Defaults to the last 24 hours.
Neutral articles are excluded from the ratio, so check `decisive` before leaning
on the verdict.




## OpenAPI

````yaml /openapi.yaml get /openapi/v1/news/sentiment
openapi: 3.1.0
info:
  title: HayInsights Open API
  version: 0.1.0
  description: >
    Programmatic access to the **HayInsights** financial-data hub — commodities,

    crypto, ETF, FX, macroeconomic, real-estate, news, economic-calendar and

    market-index datasets, served from a single API surface under
    `/openapi/v1/*`.


    This specification is the **single source of truth** for the public API

    surface — shared by SDK codegen, the reference docs, and (later) the mock

    server / contract tests.


    ## Authentication


    Every request must carry your API key in the `X-API-Key` header. There is a

    single authentication tier — no request signing. Create and manage keys in

    the HayInsights dashboard (Account → API keys). See **Authentication**.


    ## Plans & quota


    Access to each data domain and your request quota are governed by the

    subscription plan attached to your key. Each endpoint consumes a
    **weighted**

    amount of your per-minute quota; every response carries `X-RateLimit-*`

    headers. See **Rate limits** and **Plans & features**.
  contact: {}
servers:
  - url: https://api-v2.hayinsights.com
    description: Production
security:
  - HayInsightsApiKey: []
tags:
  - name: Commodities
    description: >-
      Spot prices, top movers, gold–DXY correlation and historical series for
      energy, metals and agricultural commodities.
  - name: Crypto
    description: >-
      Crypto market overview, dominance, bubble map, on-chain and derivatives
      metrics.
  - name: ETF
    description: >-
      Exchange-traded fund listings, performance & net-flow rankings, heatmap,
      holdings, NAV growth and fund composition.
  - name: FX
    description: >-
      Foreign-exchange summary, live table, 90-day correlation matrix and the
      emerging-market stress monitor.
  - name: Macro
    description: >-
      Macroeconomic indicators — GDP, CPI/PCE, exchange rates, population,
      central-government debt and policy rates / bond yields.
  - name: Real Estate
    description: >-
      Land prices, transaction-level records, administrative geography
      (provinces / wards) and choropleth GeoJSON, by country.
  - name: News
    description: >-
      Market news headlines with per-article sentiment, plus an aggregate
      sentiment reading over a rolling window.
  - name: Calendar
    description: >-
      Economic calendar — rate decisions, CPI and GDP releases, market holidays
      and asset-level events.
  - name: Market
    description: >-
      Index snapshots and global index closes — levels and daily moves for S&P
      500, Nasdaq, Nikkei, VN-Index and others.
paths:
  /openapi/v1/news/sentiment:
    get:
      tags:
        - News
      summary: Aggregate news sentiment
      description: >
        Overall news sentiment across the window: Cautious / Neutral /
        Favourable, plus

        a 0–100 score and the article counts behind it. Defaults to the last 24
        hours.

        Neutral articles are excluded from the ratio, so check `decisive` before
        leaning

        on the verdict.
      operationId: newsSentiment
      parameters:
        - name: window
          in: query
          required: false
          description: |
            Analysis window. Defaults to the last 24 hours.

            | Value | Description |
            | --- | --- |
            | `1d` | Last 24 hours |
            | `7d` | Last 7 days |
            | `30d` | Last 30 days |
          schema:
            type: string
            enum:
              - 1d
              - 7d
              - 30d
            default: 1d
      responses:
        '200':
          description: Aggregate sentiment for the window.
          content:
            application/json:
              schema:
                $ref: '#/components/schemas/NewsSentimentResponse'
              example:
                success: true
                statusCode: 200
                data:
                  window: 1 day
                  total: 218
                  classified: 201
                  positive: 96
                  neutral: 71
                  negative: 34
                  decisive: 130
                  positiveRatio: 0.738
                  score: 73.8
                  overall: Favourable
                meta:
                  timestamp: '2026-09-16T08:50:42.507Z'
        '400':
          $ref: '#/components/responses/BadRequest'
        '401':
          $ref: '#/components/responses/Unauthorized'
        '403':
          $ref: '#/components/responses/Forbidden'
        '429':
          $ref: '#/components/responses/RateLimited'
        '500':
          $ref: '#/components/responses/InternalError'
components:
  schemas:
    NewsSentimentResponse:
      allOf:
        - $ref: '#/components/schemas/EnvelopeBase'
        - type: object
          required:
            - data
          properties:
            data:
              type: object
              description: >
                Aggregate sentiment over the window. Neutral articles are
                excluded from

                `positiveRatio` and `score`, so check `decisive` before leaning
                on the

                verdict — a favourable reading off three decisive articles is
                noise.
              required:
                - window
                - total
                - classified
                - positive
                - neutral
                - negative
                - decisive
                - overall
              properties:
                window:
                  type: string
                  description: Window actually applied, as a Postgres interval.
                  example: 1 day
                total:
                  type: integer
                  description: Articles published in the window.
                  example: 218
                classified:
                  type: integer
                  description: Articles the pipeline assigned a sentiment to.
                  example: 201
                positive:
                  type: integer
                  example: 96
                neutral:
                  type: integer
                  example: 71
                negative:
                  type: integer
                  example: 34
                decisive:
                  type: integer
                  description: >-
                    `positive` + `negative` — the base `positiveRatio` is
                    computed from.
                  example: 130
                positiveRatio:
                  type:
                    - number
                    - 'null'
                  description: >-
                    Positive share of decisive articles, 0–1. `null` when
                    nothing was decisive.
                  example: 0.738
                score:
                  type:
                    - number
                    - 'null'
                  description: Sentiment score, 0–100. `null` when nothing was decisive.
                  example: 73.8
                overall:
                  type: string
                  description: Verdict derived from `score`.
                  enum:
                    - Cautious
                    - Neutral
                    - Favourable
                  example: Favourable
    EnvelopeBase:
      type: object
      description: >
        Standard success envelope shared by every endpoint. Each operation's
        response

        wrapper extends this (via `allOf`) and adds a typed `data` property.
      required:
        - success
        - statusCode
      properties:
        success:
          type: boolean
          const: true
          description: Always `true` for a successful response.
          example: true
        statusCode:
          type: integer
          description: Mirrors the HTTP status code.
          example: 200
        meta:
          $ref: '#/components/schemas/Meta'
    ErrorBody:
      type: object
      description: Standard error envelope returned for every 4xx / 5xx response.
      required:
        - success
        - statusCode
        - error
      properties:
        success:
          type: boolean
          const: false
          description: Always `false` for an error response.
          example: false
        statusCode:
          type: integer
          description: Mirrors the HTTP status code.
          example: 401
        error:
          $ref: '#/components/schemas/ErrorDetail'
        meta:
          $ref: '#/components/schemas/Meta'
    Meta:
      type: object
      description: >-
        Response metadata. Always present; `timestamp` is the server time the
        response was generated.
      required:
        - timestamp
      properties:
        timestamp:
          type: string
          format: date-time
          description: Server time when the response was generated (ISO 8601).
          example: '2026-06-19T08:31:59.478Z'
      additionalProperties: true
    ErrorDetail:
      type: object
      description: Error detail object carried under `error` in the error envelope.
      required:
        - code
        - message
      properties:
        code:
          type: string
          description: >
            Machine-readable error code. Specific for authentication / quota
            errors

            (e.g. `API_KEY_REQUIRED`, `API_KEY_INVALID`, `FEATURE_NOT_IN_PLAN`,

            `RATE_LIMIT_EXCEEDED`). For validation (400) and not-found (404) the
            code

            is currently `INTERNAL_ERROR` and the HTTP status carries the
            semantics.
          example: API_KEY_INVALID
        message:
          description: Human-readable message, or a list of validation messages (400).
          oneOf:
            - type: string
            - type: array
              items:
                type: string
          example: Invalid API key
  responses:
    BadRequest:
      description: >-
        Invalid or missing parameter — bad enum, range, format, or a missing
        required query parameter.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorBody'
          example:
            success: false
            statusCode: 400
            error:
              code: INTERNAL_ERROR
              message:
                - >-
                  Invalid type parameter. Must be "gdp", "cpi", "pce", or
                  "import-export"
                - Type parameter is required
            meta:
              error: Bad Request
              statusCode: 400
              timestamp: '2026-06-19T08:34:08.081Z'
    Unauthorized:
      description: >-
        Missing, invalid, disabled or expired API key. Send a valid key in the
        `X-API-Key` header.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorBody'
          example:
            success: false
            statusCode: 401
            error:
              code: API_KEY_INVALID
              message: Invalid API key
            meta:
              timestamp: '2026-06-19T08:34:08.023Z'
    Forbidden:
      description: >-
        Your subscription plan does not include this data feature, or your key's
        scope denies it.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorBody'
          example:
            success: false
            statusCode: 403
            error:
              code: FEATURE_NOT_IN_PLAN
              message: Your plan does not include this feature
            meta:
              timestamp: '2026-06-19T08:34:08.100Z'
    RateLimited:
      description: >
        Rate limit exceeded — you have consumed your plan's per-minute weight
        budget.

        Wait until `X-RateLimit-Reset` (or `Retry-After` seconds) then retry.
      headers:
        X-RateLimit-Limit:
          $ref: '#/components/headers/XRateLimitLimit'
        X-RateLimit-Remaining:
          $ref: '#/components/headers/XRateLimitRemaining'
        X-RateLimit-Reset:
          $ref: '#/components/headers/XRateLimitReset'
        X-RateLimit-Weight-Used:
          $ref: '#/components/headers/XRateLimitWeightUsed'
        Retry-After:
          $ref: '#/components/headers/RetryAfter'
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorBody'
          example:
            success: false
            statusCode: 429
            error:
              code: RATE_LIMIT_EXCEEDED
              message: Rate limit exceeded
            meta:
              timestamp: '2026-06-19T08:34:09.000Z'
    InternalError:
      description: Unexpected server error. Retry after a short exponential backoff.
      content:
        application/json:
          schema:
            $ref: '#/components/schemas/ErrorBody'
          example:
            success: false
            statusCode: 500
            error:
              code: INTERNAL_ERROR
              message: Internal server error
            meta:
              timestamp: '2026-06-19T08:34:10.000Z'
  headers:
    XRateLimitLimit:
      description: Your plan's request-weight budget per 1-minute window.
      schema:
        type: integer
        example: 1000
    XRateLimitRemaining:
      description: Remaining request weight in the current 1-minute window.
      schema:
        type: integer
        example: 997
    XRateLimitReset:
      description: Unix timestamp (seconds) when the current rate-limit window resets.
      schema:
        type: integer
        format: int64
        example: 1781857979
    XRateLimitWeightUsed:
      description: Request weight consumed by this call (see each endpoint's weight).
      schema:
        type: integer
        example: 3
    RetryAfter:
      description: Seconds to wait before retrying. Present on 429 responses.
      schema:
        type: integer
        example: 30
  securitySchemes:
    HayInsightsApiKey:
      type: apiKey
      in: header
      name: X-API-Key
      description: >
        Your HayInsights API key (prefixed `apk_`). Create and manage keys in
        the

        HayInsights dashboard (Account → API keys).


        Send it in the `X-API-Key` header on **every** request to
        `/openapi/v1/*`.

        Which data domains you may access and your request quota are both
        governed by

        the subscription plan attached to the key — see the **Plans & features**
        and

        **Rate limits** guides.

````