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Gap analysis between official statistics and alternative data (satellite nightlights, s…

Gap analysis between official statistics and alternative data (satellite nightlights, shipping AIS, electricity, flights) — flags statistical manipulation and structural shifts. For sovereign-debt and FX agents.

by econsignalpulse.theaslangroupllc.com · discovered, not yet claimed by its owner · updated 2026-08-20

Mirrored from Coinbase's public x402 Bazaar. The description is the provider's own text and has not been reviewed here; the payment requirements are copied as published.

What it does

Gap analysis between official statistics and alternative data (satellite nightlights, shipping AIS, electricity, flights) — flags statistical manipulation and structural shifts. For sovereign-debt and FX agents.

Tags: bazaar · builder-code

Use with an agent

  1. Discover. Agents find this listing with GET https://bazaar.saylorinnovations.com/discovery/search?query=…, the MCP tool search_resources, or /discovery/resources.
  2. Inspect. Fetch /resources/5816.json for the price and payment options.
  3. Pay. Call GET https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence. The provider answers 402 with its payment requirements. An x402 client signs one of the options below and retries with PAYMENT-SIGNATURE.
  4. Execute. The provider returns 200 with the data. Agent Bazaar is not in the request path and never sees your payment.

For humans

You don't need an account or an API key; you need a wallet holding a small amount of USDC on Base, Solana, eip155:4663, Polygon, Arbitrum One, eip155:480, eip155:143, eip155:196, eip155:999, algorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73k, xrpl:0, eip155:56, and an x402-capable client (see the examples below). Call the endpoint unpaid first to see exactly what it asks for.

Pricing & payment

Price
$0.2 / request
Protocol
x402 v2
Auth
No account or API key. Pay per request.
Networks
Base, Solana, eip155:4663, Polygon, Arbitrum One, eip155:480, eip155:143, eip155:196, eip155:999, algorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73k, xrpl:0, eip155:56
Uptime
1 of the last 1 checks answered
Calls (30d)
1 · 1 unique payers (third-party data from the public x402 Bazaar)

x402 payment requirements

SchemeNetworkAssetAmountPay toTimeout
exactBase
eip155:8453		USDC$0.20x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exactBase
eip155:8453		USDC$0.20x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc604900s
exactSolana
solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp		USDC$0.2985iFjbnGQ3dJcwXnfRCMSrH4Jnc3kW1N6msR64B5KX1300s
exacteip155:4663
eip155:4663		0x5fc5360D0400a0Fd4f2af552ADD042D716F1d1682000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exactPolygon
eip155:137		USDC$0.20x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exactArbitrum One
eip155:42161		USDC$0.20x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exacteip155:480
eip155:480		0x79A02482A880bCe3F13E09da970dC34dB4cD24D12000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exacteip155:143
eip155:143		0x754704Bc059F8C67012fEd69BC8A327a5aafb6032000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exacteip155:196
eip155:196		0x779ded0c9e1022225f8e0630b35a9b54be7137362000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exacteip155:999
eip155:999		0xb88339CB7199b77E23DB6E890353E22632Ba630f2000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
exactalgorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73k
algorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73k		3156670420000062A253YPATFNJCPRKID3FKD77MYJFNTVRYRP4B4JWG36EGLPY7UXFWGI7I300s
exactxrpl:0
xrpl:0		XRP200000rMnHeutYALco8RYFVcmuU4BCgSzBpPEh32300s
exactxrpl:0
xrpl:0		524C5553440000000000000000000000000000000.2rMnHeutYALco8RYFVcmuU4BCgSzBpPEh32300s
exacteip155:56
eip155:56		0x8d0D000Ee44948FC98c9B98A4FA4921476f08B0d2000000000000000000x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc300s
accepts[] (raw JSON)
[
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "200000",
    "amountUsd": 0.2,
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:8453",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
    "amount": "200000",
    "amountUsd": 0.2,
    "maxTimeoutSeconds": 604900
  },
  {
    "scheme": "exact",
    "network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
    "payTo": "985iFjbnGQ3dJcwXnfRCMSrH4Jnc3kW1N6msR64B5KX1",
    "asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
    "amount": "200000",
    "amountUsd": 0.2,
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:4663",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x5fc5360D0400a0Fd4f2af552ADD042D716F1d168",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:137",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
    "amount": "200000",
    "amountUsd": 0.2,
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:42161",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
    "amount": "200000",
    "amountUsd": 0.2,
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:480",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x79A02482A880bCe3F13E09da970dC34dB4cD24D1",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:143",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x754704Bc059F8C67012fEd69BC8A327a5aafb603",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:196",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x779ded0c9e1022225f8e0630b35a9b54be713736",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:999",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0xb88339CB7199b77E23DB6E890353E22632Ba630f",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "algorand:wGHE2Pwdvd7S12BL5FaOP20EGYesN73k",
    "payTo": "62A253YPATFNJCPRKID3FKD77MYJFNTVRYRP4B4JWG36EGLPY7UXFWGI7I",
    "asset": "31566704",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "xrpl:0",
    "payTo": "rMnHeutYALco8RYFVcmuU4BCgSzBpPEh32",
    "asset": "XRP",
    "amount": "200000",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "xrpl:0",
    "payTo": "rMnHeutYALco8RYFVcmuU4BCgSzBpPEh32",
    "asset": "524C555344000000000000000000000000000000",
    "amount": "0.2",
    "maxTimeoutSeconds": 300
  },
  {
    "scheme": "exact",
    "network": "eip155:56",
    "payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
    "asset": "0x8d0D000Ee44948FC98c9B98A4FA4921476f08B0d",
    "amount": "200000000000000000",
    "maxTimeoutSeconds": 300
  }
]

Schemas

Output schema (JSON Schema)
{
  "bazaar": {
    "info": {
      "input": {
        "method": "GET",
        "queryParams": {
          "country": "China",
          "lang": "en"
        },
        "type": "http"
      },
      "output": {
        "example": {
          "alternative_signals": {
            "electricity_consumption": "+3.2% YoY — broadly consistent with claimed GDP growth",
            "google_mobility": "Retail/recreation +8% above baseline; workplace mobility elevated (full employment in defense sector)",
            "nightlights_trend": "European Russia stable; Urals/Siberia industrial corridor showing elevated activity (defense production)",
            "satellite_urban_activity": "Moscow construction activity elevated; regional cities mixed",
            "shipping_ais": "Baltic and Black Sea exports declined 40% by volume post-sanctions; Asian routing up 180%"
          },
          "divergence_assessment": {
            "confidence": "Medium-Low",
            "credibility_max": 100,
            "credibility_score": 45,
            "key_distortions": [
              "Defense spending 7.1% of GDP in 2024 — government demand masking private sector contraction",
              "Labor market tightness is real but reflects conscription losses, not economic health",
              "Inflation likely 12-18% vs official 7.4% — price controls and basket manipulation documented"
            ],
            "verdict": "Partial divergence — GDP growth plausible but composition distorted; defense sector masks civilian economy weakness"
          },
          "investor_implications": "Russia GDP figures are technically accurate but deeply misleading as an investment signal. The civilian economy ex-defense has contracted. Sanctions burden is accumulating, not receding.",
          "official_claims": {
            "gdp_growth_2023_pct": 3.6,
            "gdp_growth_2024_pct": 3.9,
            "inflation_pct": 7.4,
            "source": "Rosstat (Russian Federal Statistics Service)",
            "unemployment_pct": 2.9
          },
          "query_summary": {
            "analysis_date": "2026-06-07",
            "country": "Russia",
            "iso2": "RU",
            "iso3": "RUS"
          }
        },
        "type": "json"
      }
    },
    "schema": {
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "properties": {
        "input": {
          "additionalProperties": false,
          "properties": {
            "method": {
              "enum": [
                "GET",
                "HEAD",
                "DELETE"
              ],
              "type": "string"
            },
            "queryParams": {
              "properties": {
                "country": {
                  "description": "Country to analyze — e.g. \"China\" | \"Russia\" | \"Iran\" | \"Venezuela\" | \"Belarus\"",
                  "type": "string"
                },
                "iso2": {
                  "description": "ISO2 code for World Bank data",
                  "type": "string"
                },
                "iso3": {
                  "description": "ISO3 code for IMF data",
                  "type": "string"
                },
                "lang": {
                  "description": "en | es | fr | de | ja | zh | ko | pt | ar | hi (default: en)",
                  "type": "string"
                }
              },
              "type": "object"
            },
            "type": {
              "const": "http",
              "type": "string"
            }
          },
          "required": [
            "type",
            "method"
          ],
          "type": "object"
        },
        "output": {
          "properties": {
            "example": {
              "type": "object"
            },
            "type": {
              "type": "string"
            }
          },
          "required": [
            "type"
          ],
          "type": "object"
        }
      },
      "required": [
        "input"
      ],
      "type": "object"
    }
  },
  "builder-code": {
    "info": {
      "a": "bc_gxy6qn5p"
    },
    "schema": {
      "$schema": "https://json-schema.org/draft/2020-12/schema",
      "additionalProperties": false,
      "properties": {
        "a": {
          "description": "App builder code",
          "pattern": "^[a-z0-9_]{1,32}$",
          "type": "string"
        },
        "s": {
          "description": "Service builder codes",
          "items": {
            "pattern": "^[a-z0-9_]{1,32}$",
            "type": "string"
          },
          "type": "array"
        },
        "w": {
          "description": "Wallet builder code",
          "pattern": "^[a-z0-9_]{1,32}$",
          "type": "string"
        }
      },
      "type": "object"
    }
  }
}
Example shape — generated from the schema, not a captured live response
null

Examples

curl
curl "https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence"
# -> 402 Payment Required, accepts[] lists how to pay
# retry with a PAYMENT-SIGNATURE (or PAYMENT header) once paid
JavaScript
const res = await fetch("https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence");
if (res.status === 402) {
  const { accepts } = await res.json();
  // pay one of accepts[] via an x402 client, then retry with the payment header
}
Python
import httpx
res = httpx.get("https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence")
if res.status_code == 402:
    accepts = res.json()["accepts"]
    # pay one of accepts[] via an x402 client, then retry with the payment header

Details

Provider
econsignalpulse.theaslangroupllc.com
Endpoint
https://econsignalpulse.theaslangroupllc.com/api/econsignal/divergence
Machine-readable
/resources/5816.json