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Macro Models

Central bank and macro classification models available in the Models Service. See the Models Service overview for API usage.

Central Bank Data​

Stance Classifier

Classifies central bank speech text as Hawkish, Dovish, Neutral, or Irrelevant

Labels
HawkishDovishNeutralIrrelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_stance_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_stance_label
Version1.0.0
TierFree
TaskSequence Classification

Certainty Classifier

Classifies certainty level in central bank communications

Labels
CertainUncertain
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_certain_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_certain_label
Version1.0.0
TierFree
TaskSequence Classification

Enhanced Uncertainty Classifier

Classifies uncertainty in central bank communications

Labels
High UncertaintyModerate UncertaintyLow Uncertainty
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_enhanced_uncertain_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_enhanced_uncertain_label
Version1.0.0
TierFree
TaskSequence Classification

Inflation Relevancy Classifier

Classifies inflation relevancy in central bank communications

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_inflation_relevancy_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_inflation_relevancy_label
Version1.0.0
TierFree
TaskSequence Classification

Precious Metal Relevancy Classifier

Classifies precious metal relevancy in central bank communications

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_precious_metal_relevancy_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_precious_metal_relevancy_label
Version1.0.0
TierPro
TaskSequence Classification

Economic Status Relevancy Classifier

Sentences pertaining to the general state of the economy, specifically focusing on unemployment rates and inflation metrics.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_economic_status_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_economic_status_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Dollar Value Relevancy Classifier

Sentences discussing the appreciation or depreciation of the United States Dollar (USD) on the Foreign Exchange Market.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_dollar_value_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_dollar_value_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Housing Market Relevancy Classifier

Sentences regarding price fluctuations in real estate, mortgage rates, housing prices, or the housing market.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_housing_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_housing_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Foreign Nations Relevancy Classifier

Sentences pertaining to trade relations and economic interactions between the United States and foreign countries; discussions not involving the U.S. are excluded.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_foreign_nations_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_foreign_nations_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Money Supply Relevancy Classifier

Sentences overtly discussing impacts to the money supply (M1/M2) or shifts in monetary demand.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_money_supply_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_money_supply_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Claim Projection Classifier

Classifies claim projections in central bank communications

Labels
In ClaimOut of Claim
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_claim_projection_label", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_claim_projection_label
Version1.0.0
TierPro
TaskSequence Classification

Forward Looking Classifier

Classification of sentences as forward-looking versus non-forward-looking based on their temporal focus

Labels
Forward LookingNot Forward Looking
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_forward_looking_classification", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_forward_looking_classification
Version1.0.0
TierPro
TaskSequence Classification

Oil and Energy Relevancy Classifier

Sentences in central bank meeting minutes related to crude oil and energy markets

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_oil_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_oil_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Labor Market Relevancy Classifier

Sentences in central bank discussions related to the labor market, including employment, unemployment, wages, labor participation, etc.

Labels
IrrelevantRelevant
Usage
curl -X POST \
  -H "x-api-key: $ZQ_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"model_id": "cb_labor_market_relevancy", "instances": [{"text": "Your text here"}]}' \
  $ZQ_BASE_URL/v1/models/infer
IDcb_labor_market_relevancy
Version1.0.0
TierPro
TaskSequence Classification

Support​

Email: support@zettaquant.ai