Datasets:
bitcoin-mempool-lifecycle: 2026-08-29
Browse files
README.md
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# Bitcoin mempool lifecycle
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A confirmed transaction keeps its
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leaves no
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first-seen lookup answers while a transaction is unconfirmed and returns 0 once it is mined,
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whether that was a day ago or a year ago. So it gets recorded as it happens or not at all.
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second observation, but if you want Ethereum specifically, the
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[Flashbots Mempool Dumpster](https://github.com/flashbots/mempool-dumpster) publishes the same
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measurement daily under CC-0, from a wider node network and going back to September 2023. Theirs
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is better than ours; use it.
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## What is in here
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| name | one row is |
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|---|---|
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| `e8_btc_mempool_lifecycle` | a Bitcoin transaction: first seen, fee rate, mined height, blocks waited, fate |
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| `e9_btc_mempool_divergence` | one
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| `e11_ltc_mempool_lifecycle` | the same
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| `e15_fee_estimators` | one fee estimate from one
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## Before you build on this
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- `fee_rate_sat_vb` is PARTIAL, and its coverage IMPROVES over the life of the dataset. It is
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sampled from the recent-arrivals feed, which returns only the ten newest transactions per call,
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so coverage is bounded by how often we call it. It is never estimated for the rest, because a
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guessed fee rate would ruin the analyses the column exists for.
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Measured coverage, as a share of arrivals we actually observed (`pre_existing == False`):
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**2026-08-25 none, 2026-08-26 ~4%, 2026-08-27 ~14%, 2026-08-28 ~16% early, ~75% late.**
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Coverage of PRE-EXISTING transactions -- which is what dropped rows inherit -- moved from
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**~1% to ~93%** on 2026-08-28. Partitions from 2026-08-29 onward are far denser than anything
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earlier, and the gap is now large enough that pooling them unexamined would be a mistake.
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Four things held it down, all fixed on 2026-08-28: fee capture did not exist on the first day;
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the quote collectors shared a thread with the sampler and blocked it for ~40 minutes of every
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4.5-hour run; the sampler's intended 2-second cadence never actually ran, because it was
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checked inside a loop that sleeps 5 seconds; and fees were fetched one transaction at a time
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when a full node returns its ENTIRE mempool, with an exact fee and vsize per entry, in a single
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request. That last one is what mattered, and the lesson is which node you ask: public Bitcoin
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RPC nodes hold wildly different mempools, and one with a 4 GB `maxmempool` covers 93% of our
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tracked set in a single call where a 256 MB node covers 34%.
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**Even repaired, 100% is not attainable, and the reason is worth understanding before you rely
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on this column.** The feed returns only the TEN NEWEST transactions per call, so capture is
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capped at 10 per poll however fast we ask. Measured Bitcoin arrival rates ran between 4.3/s and
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11.0/s within a single hour. At a 2-second cadence the ceiling is 5/s, which is above the quiet
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rate and well below the busy one -- so coverage is itself a function of network congestion, and
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is LOWEST exactly when the mempool is most interesting. Treat the sampled set as a sample, and
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do not assume it is representative across congestion regimes without checking.
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DO NOT take these figures on trust -- they are computable from the data itself, and any
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analysis sensitive to coverage should compute them per partition rather than assume a constant:
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```python
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obs = df[~df.pre_existing.astype(bool)]
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coverage = obs.fee_rate_sat_vb.notna().mean()
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```
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Rows without a fee rate are complete in every other respect (first seen, dwell, fate, blocks
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waited), so they remain usable for lifecycle work; only fee-conditioned analysis is affected.
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- **`fee_rate_sat_vb` is effectively ABSENT on dropped rows (~1%), and this is structural.**
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Every dropped transaction observed so far was already in the mempool when its run began
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(`pre_existing == True`), which follows from the mechanism: a transaction we watch from arrival
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is mined or still pending within a 4.5-hour window, whereas eviction takes far longer, so only
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transactions that predate the run live long enough to be dropped. Fees come from the
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recent-ARRIVALS feed, which by definition never saw them.
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Recovering the fee afterwards does not work, and this was tested rather than assumed: a
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transaction that leaves the mempool unmined returns **HTTP 404 immediately** from `/tx/{id}`.
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A run's confirmed drops were probed and **0 of 147** were retrievable. The provider forgets
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them at once, so there is no window in which to ask.
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Related trap, worth knowing if you query the API yourself: `/tx/{id}/status` answers
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`{"confirmed": false}` for txids that CANNOT EXIST (all-zeros, all-f's were both tested), so
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that field distinguishes "not in a block" and nothing more. Our drop classification does not
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rest on it -- pool membership is the discriminator -- but a naive reading of it would be wrong.
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- Four columns come from a full Bitcoin node's mempool rather than an explorer API, and are
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**null for transactions that node did not hold** (~32% coverage, the node's share of the
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tracked set). None of them survives confirmation or eviction, which is why they are collected:
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`node_first_seen_ts` (that node's own first-seen clock, an independent check on ours),
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`rbf_signalled` (BIP-125 replaceability as live mempool state), and `ancestor_count` /
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`descendant_count` (unconfirmed chains, which is how CPFP fee-bumping appears).
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A caveat on `node_first_seen_ts` that we have not explained: on transactions where both clocks
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exist, ours is a median ~7,000s LATER than the node's. Some of that is our polling interval and
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some is rebroadcast, but not all of it, so treat the two clocks as different measurements
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rather than one corrected version of the other.
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- A fee rate of exactly 0 is real and rare, about 1 in 6,000 of the sampled arrivals, and most of
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those we have seen went on to confirm. Filter on `fee_rate_sat_vb > 0` if a zero would break
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your arithmetic, rather than treating it as a decode fault.
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- Mempools are node-local, and how long a node keeps things is its own choice rather than a
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protocol rule. Ours served 115-day-old entries where Bitcoin Core would have evicted after 336
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hours. `e9` tracks how far apart two providers are, usually several thousand transactions.
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- Bitcoin dwell times are long. Around 10 minutes for transactions that confirm quickly, but the
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pool also holds a standing backlog whose median age is over 100 days. That is Bitcoin's fee
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market, not a collection error.
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- Fee estimators disagree much more than their marketing suggests: one sample showed a 6.7x
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spread across five providers on the same six-block target. Targets are normalised to a block
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count and the raw payload field is kept per row, so you can check that rather than trust it.
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- Ethereum is stored as per-minute aggregates plus full rows for never-mined transactions.
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Partitions are parquet, one file per collection window, under `dataset/YYYY/MM/`. This repo carries a FIXED 7-day sample (2026-08-25 to 2026-08-31) so you can check schema, coverage and quality before asking for more. It does not advance, so there is nothing to gain by re-downloading it. The full history is held privately, available on request.
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# Bitcoin mempool lifecycle
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Transactions from the moment they appear in the mempool to whatever happens to them: mined,
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still waiting, or dropped without ever reaching a block.
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A confirmed transaction keeps its contents forever but loses its timing. One that is never mined
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leaves no record at all. Both are recorded here as they happen.
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## Contents
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| name | one row is |
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|---|---|
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| `e8_btc_mempool_lifecycle` | a Bitcoin transaction: first seen, fee rate, mined height, blocks waited, fate |
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| `e9_btc_mempool_divergence` | one view of the pending set at one instant, sized and compared against the others |
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| `e11_ltc_mempool_lifecycle` | the same, for Litecoin |
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| `e15_fee_estimators` | one fee estimate from one provider at one moment, with its target |
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| `e1_mempool_lifecycle` | an Ethereum transaction seen pending (ends 2026-08-26, see below) |
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| `e1_mempool_minutely` | one minute of Ethereum mempool activity |
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| `e1_mempool_dropped` | an Ethereum transaction that was never mined |
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| `e3_mempool_divergence` | Ethereum pending-set comparison across views |
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| `e21_btc_relay_floor` | one peer's own minimum relay fee, at the moment it announced it |
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`e1_mempool_lifecycle` stops at 2026-08-26. Per-transaction Ethereum rows were discontinued
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there: the Flashbots Mempool Dumpster publishes the same measurement under CC-0 from a wider
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node set, so a duplicate was not worth the storage it took. `e1_mempool_minutely` and
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`e1_mempool_dropped` continue. The earlier partitions are kept and keep their own name, so
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nothing joins them to the newer tables and reads a change of population as a trend.
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## Fee rate coverage
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`fee_rate_sat_vb` is present on a portion of rows and that portion changes over time. It is
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sampled, never estimated: a guessed fee rate would ruin the analyses the column exists for.
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Coverage by day, as a share of transactions observed arriving (`pre_existing == False`):
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| date | coverage |
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| 2026-08-25 | none |
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| 2026-08-26 | ~4% |
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| 2026-08-27 | ~14% |
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| 2026-08-28 | ~16% early, ~67% late |
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| 2026-08-29 onward | ~67% |
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Coverage of transactions already pending when a collection window opened moved from about 1% to
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about 99% on 2026-08-28. Dropped rows inherit that figure and reached 94% on 2026-08-29.
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Partitions from 2026-08-29 are substantially denser than earlier ones. Compute coverage per
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partition rather than assuming a constant:
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```python
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obs = df[~df.pre_existing.astype(bool)]
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coverage = obs.fee_rate_sat_vb.notna().mean()
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```
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Rows without a fee rate are complete in every other respect, so they remain usable for lifecycle
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work. Only fee-conditioned analysis is affected.
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## Reading the fate column
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`dropped` means the transaction was confirmed absent from the chain, absent from every pending
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view held, and stayed absent through a debounce period. It is not inferred from a single
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observation. `unresolved` means it went missing but could not be confirmed, and is never counted
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as a drop.
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Bitcoin `fate = "dropped"` begins 2026-08-26. Earlier partitions contain no drops because a
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defect made them impossible to record, not because none occurred.
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## Package fee rates
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A transaction's own fee rate is not what decides whether it is mined. A miner sorts by the
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ANCESTOR fee rate, so a transaction with an unconfirmed low-fee parent is worth less than it
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appears, and a child paying a large fee lifts its parent with it.
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`effective_fee_rate_sat_vb` is `ancestor_fees_sat / ancestor_vsize`. For a transaction with no
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unconfirmed parents it equals `fee_rate_sat_vb` exactly; where they diverge, the effective rate
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is the one that governs inclusion. One snapshot held a transaction paying 28.4 sat/vB whose
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effective rate was 2.1.
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`ancestor_count` above 1 marks membership in an unconfirmed chain, which is how fee bumping by
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a child shows up. The descendant columns are the mirror: what is waiting on this transaction.
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These come from a full node's own view, so they are null for transactions it never held, and
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they are recorded as first observed. Package structure changes as parents confirm, so treat
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them as the state at first sight rather than a running value.
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## Relay floors
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A transaction below a node's minimum relay fee is not merely deprioritised: that node will not
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forward it, so it never reaches the miners at all. Every peer announces its own floor on
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connect and again whenever it moves, and those announcements are kept by nobody.
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`e21_btc_relay_floor` is one row per announcement, so a peer appears repeatedly as its floor
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changes. `min_relay_fee_sat_kvb` is the wire value; `min_relay_fee_sat_vb` is the same number
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in the units fee tools quote.
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Expect little variation while the mempool is quiet, because nodes then sit at whatever they
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were configured with. The floor moves when a mempool fills and starts evicting, which is
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exactly when it matters and exactly when it cannot be reconstructed afterwards.
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## Before you build on this
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- Pending sets are node-local. What one view holds is not what the network holds, and retention
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is a configuration choice rather than a protocol rule. `e9` exists to size that disagreement,
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and it is large: at one instant the views ranged from about 6,000 to about 87,000 pending
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transactions, with only 7% common to all of them.
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- Dropped rows carry a fee rate far less often than mined rows. Every drop observed so far was
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already pending when its window opened, and fee sampling favours arrivals.
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- A fee rate of exactly 0 is real and rare. Filter on `fee_rate_sat_vb > 0` if a zero would
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break your arithmetic rather than treating it as a decode fault.
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- Timestamps are ours, taken at observation. They are not consensus timestamps and carry our
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network distance to whatever served the data.
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- Ethereum rows are included for comparison. If Ethereum is your subject, the Flashbots Mempool
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Dumpster publishes the same measurement daily under CC-0 from a wider node set and a longer
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history. Theirs is better; use it.
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Partitions are parquet, one file per collection window, under `dataset/YYYY/MM/`. This repo carries a FIXED 7-day sample (2026-08-25 to 2026-08-31) so you can check schema, coverage and quality before asking for more. It does not advance, so there is nothing to gain by re-downloading it. The full history is held privately, available on request.
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