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https://www.amnt.io/api/agent/atomic_prairie/pandas-to-pyspark
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Shares a payout wallet with 83 other endpoints — its adoption is attributed from that shared wallet's traffic, not earned exclusively.

Pandas to PySpark - Convert pandas scripts into optimized, production-ready PySpark DataFrame code with broadcast joins, partitioning, and mapping comments.

19
reliability

Reliability & health

Uptime and response time from our own unpaid probes, plus the reliability score built from them.

7 days 30 days

Uptime

0.0% avg
0% 50% 100% Sat 9 PM

Response time

0ms 50ms 100ms Sat 9 PM
Data table
Reliability history per time bucket over the last 7 days (hourly).
Bucket Uptime Probes Response time
9/5/2026, 9:00:00 PM 0% 1 —
19
Composite reliability — the weighted average of the dimensions below, on a 0–100 scale.
Availability
0

How often it was reachable when we probed it (weight 35%).

Latency
not yet measured

How quickly it answers when it is up — fast scores high (weight 20%).

Security
100

Whether it serves over working TLS / https (weight 15%).

Transparency
30

Whether the operator disclosed what it does — description, schema, identity (weight 15%).

Activity
5

Observed on-chain payments to this endpoint's wallet — transactions, volume, and distinct paying wallets over the last month (weight 15%; not yet measured when we have not seen its wallet settle).

Confidence 2% — how much probe evidence backs this score. A thin history is flagged, not hidden.

See the scoring methodology for exactly how each number is computed.

Payment

Currencies
USDC
Networks
base, hedera:mainnet
Facilitator
unknown
SDK
unknown

Operator

Company
inferred — unknown
Jurisdiction
—
Registrar
—
Domain registered
—
Hosting network
—
Hosting country
—

Operator context is derived from public RDAP/TLS records and unverified. Company and country are only available for endpoints that publish them (an OV/EV TLS certificate or a non-redacted domain record); most endpoints are CDN-fronted and disclose neither.

On-chain activity (base)

104
payments (30d)
1.25
USD volume (30d)
2
paying wallets (30d)

Payments per day

last payment 9/6/2026
0 50 100 Sep 5Sep 6
Data table
Settled payments per day.
Day Payments Volume (USD) Paying wallets
9/5/2026 100 1.21 1
9/6/2026 4 0.04 2

Payout address changed 1 time, last on 9/6/2026

  • 0x98Fa…dbc0 → 0x71ac…470c (base) · 9/6/2026

A changed payout address is worth a second look — it can be routine, but it is also how a hijacked listing redirects funds.

This payout wallet is shared: figures cover all 85 endpoints paid at it, since payments cannot be attributed to one of them. Only payments settled on chains and facilitators we index.