Gap analysis between official statistics and alternative data (satellite nightlights, ship
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.
200000 (raw units)
price
1
calls / 30d
1
unique payers
2026-08-20
updated
Provider
econsignalpulse.theaslangroupllc.com · discovered, not yet claimed by its owner
Payment (x402 accepts[])
[
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "200000",
"maxTimeoutSeconds": 300
},
{
"scheme": "exact",
"network": "eip155:8453",
"payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"amount": "200000",
"maxTimeoutSeconds": 604900
},
{
"scheme": "exact",
"network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
"payTo": "985iFjbnGQ3dJcwXnfRCMSrH4Jnc3kW1N6msR64B5KX1",
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"amount": "200000",
"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",
"maxTimeoutSeconds": 300
},
{
"scheme": "exact",
"network": "eip155:42161",
"payTo": "0x50ab2018c06c6E4eAA9BA52057Eb55eD284912fc",
"asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
"amount": "200000",
"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
}
]Output 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"
}
}
}Use it
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 headerMachine-readable
Everything on this page is also available as clean JSON at /resources/5816.json, and this resource appears in /discovery/resources and /discovery/search.