← The evidence ledger
Evidence row 2201247
Observed , by sync.x402_bazaar/1.
- Kind
- listing
- About
- source_record x402_bazaar:https://stats-tests.x402tookit.com/chi-square-test
- Recorded
- Previous row
- None: the first of its kind about this subject
- Body SHA-256
- 45f8c98cf7a13fd4304a2195b0b0138ef0d93aae3ee967bfab1ca7eaa9297a4e
- Leaf
- 0xa032b454b17a486707d404b8c0cb03b58941b231b989ecedc1698df2d3b720fe
What was observed
{
"endpoints": [
[
"x402",
"https://stats-tests.x402tookit.com/chi-square-test"
]
],
"name": "Statistical Tests",
"owner_address": "0xb531320805c5bed1d46aeadcf4f008fdf172dbda",
"raw": {
"accepts": [
{
"amount": "20000",
"asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:8453",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
"extra": {
"feePayer": "D6ZhtNQ5nT9ZnTHUbqXZsTx5MH2rPFiBBggX4hY1WePM",
"transactionVersions": [
0
]
},
"maxTimeoutSeconds": 300,
"network": "solana:5eykt4UsFv8P8NJdTREpY1vzqKqZKvdp",
"payTo": "DUPiupXtuox38dcGoXUKer5mAydCzmaHjrbQ66qeEm8s",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0x3c499c542cEF5E3811e1192ce70d8cC03d5c3359",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:137",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
},
{
"amount": "20000",
"asset": "0xaf88d065e77c8cC2239327C5EDb3A432268e5831",
"extra": {
"name": "USD Coin",
"version": "2"
},
"maxTimeoutSeconds": 300,
"network": "eip155:42161",
"payTo": "0xb531320805C5BED1D46AEaDcF4F008FDF172DBDa",
"scheme": "exact"
}
],
"description": "Chi-square goodness of fit (observed vs expected counts) or independence test on a table, with p-value and effect size.",
"extensions": {
"bazaar": {
"info": {
"input": {
"method": "GET",
"queryParams": {
"observed": "5,8,9,8,10,20"
},
"type": "http"
},
"output": {
"example": {
"asOf": "2026-10-11T08:55:55.262Z",
"cellsWithExpectedBelow5": 0,
"chiSquare": 13.4,
"contributions": [
2.5,
0.4
],
"degraded": false,
"degreesOfFreedom": 5,
"disclaimer": "Screening signal computed from the named public source. Not financial, legal or investment advice; provided as is. Verify at the source before acting.",
"expected": [
10,
10
],
"notChecked": [
"independence of observations (each subject counted once)",
"random sampling",
"…2 more"
],
"pValue": 0.01990522,
"reasons": [
"All expected counts are at least 5.",
"Statistic = sum of (observed - expected)^2 / expected; df = categories - 1."
],
"significantAt5pct": true,
"source": "computed locally",
"summary": "Goodness of fit: chi-square 13.4, df 5, p = 0.01991: observed counts differ significantly from the expected pattern at the 5% level.",
"test": "chi-square goodness of fit",
"total": 60,
"verdict": "SIGNIFICANT"
},
"type": "json"
}
},
"schema": {
"$schema": "https://json-schema.org/draft/2020-12/schema",
"properties": {
"input": {
"additionalProperties": false,
"properties": {
"method": {
"enum": [
"GET"
],
"type": "string"
},
"queryParams": {
"properties": {
"expected": {
"description": "Expected counts (same length) or leave out for equal expected",
"type": "string"
},
"observed": {
"description": "Observed counts for goodness of fit, e.g. 5,8,9,8,10,20",
"type": "string"
},
"table": {
"description": "Contingency table for independence, rows separated by semicolons: 12,5;3,10",
"type": "string"
}
},
"required": [],
"type": "object"
},
"type": {
"const": "http",
"type": "string"
}
},
"required": [
"type",
"method"
],
"type": "object"
},
"output": {
"properties": {
"example": {
"properties": {
"asOf": {
"type": [
"null",
"string"
]
},
"cellsWithExpectedBelow5": {
"type": [
"null",
"number"
]
},
"chiSquare": {
"type": [
"null",
"number"
]
},
"contributions": {
"items": {
"type": "number"
},
"type": [
"array",
"null"
]
},
"degraded": {
"type": [
"boolean",
"null"
]
},
"degreesOfFreedom": {
"type": [
"null",
"number"
]
},
"disclaimer": {
"type": [
"null",
"string"
]
},
"expected": {
"items": {
"type": "number"
},
"type": [
"array",
"null"
]
},
"notChecked": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"pValue": {
"type": [
"null",
"number"
]
},
"reasons": {
"items": {
"type": "string"
},
"type": [
"array",
"null"
]
},
"significantAt5pct": {
"type": [
"boolean",
"null"
]
},
"source": {
"type": [
"null",
"string"
]
},
"summary": {
"type": [
"null",
"string"
]
},
"test": {
"type": [
"null",
"string"
]
},
"total": {
"type": [
"null",
"number"
]
},
"verdict": {
"type": [
"null",
"string"
]
}
},
"type": "object"
},
"type": {
"type": "string"
}
},
"required": [
"type"
],
"type": "object"
}
},
"required": [
"input"
],
"type": "object"
}
}
},
"lastUpdated": "2026-11-02T04:07:26.14Z",
"quality": {
"l30DaysTotalCalls": 2,
"l30DaysUniquePayers": 2,
"lastCalledAt": "2026-11-02T04:07:25.98Z"
},
"resource": "https://stats-tests.x402tookit.com/chi-square-test",
"serviceName": "Statistical Tests",
"tags": [
"statistics",
"chi-square",
"hypothesis-test",
"contingency-table"
],
"type": "http",
"x402Version": 2
},
"source": "x402_bazaar",
"summary": "Chi-square goodness of fit (observed vs expected counts) or independence test on a table, with p-value and effect size."
}What the leaf hashes
{"body":"45f8c98cf7a13fd4304a2195b0b0138ef0d93aae3ee967bfab1ca7eaa9297a4e","id":2201247,"kind":"listing","method":"sync.x402_bazaar/1","observed_us":1793646803029861,"prev":null,"subject":"x402_bazaar:https://stats-tests.x402tookit.com/chi-square-test","subject_kind":"source_record"}Proof
Fold these into the leaf in order, hashing each sorted pair with keccak256, to reach the root of (444186 rows).
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- Day root
- 0x78fecaabbe319e56f5c4b80fc02e2052e198ad24781da8832a475ff65f2002d1
- Chained
- 0xdc35957db5d1371ca382b9152878ffece28ec7c5cb4f98fd71ddb367f8b999b2
- Published
- On Arc Testnet, block 70432815: 0x56b814612eb2e3e544153df3e91e1f7199106d1e430c7d8c6b653feeb9ebe9af