$1.76+7.8%24hmcap $87.6M · its own chain · rank #292
1
The prediction
as of Oct 4, 2026
LPT price prediction for tomorrow
52%chance LPT is lower
↔ COIN FLIP
Market cap $87.6M · small-cap: thinner trading, bigger swings
No pattern has a proven 1-day record on this coin yet — the call above is from similar past setups.
Lookalike Setups (main) · 48% chance higher tomorrow · this pattern's 1d calls hit 46.4% of 10,929 — no better than a coin flip so far · drawn from the 2088 setups matched for the 30-day prediction
next day
−20%−10%0%−15%−10%−5%0%+5%+19% in 30 days↑ 98% below its all-time high
−30dnow+1d
▲ 9 rose · ▼ 11 fell · ◆ 10 sideways(±1.8% over 1 day)
Bold: LPT's own last 30 days. Right of now: 30 of the 2088 setups matched for the 30-day prediction, and what each did over the next day — real hourly closes, scaled to LPT's volatility. 30 with no hourly path on file yet are drawn through their daily lows, highs and closes.
Bad case$1.64−5%1 in 10 did worse
Likely$1.72−0.3%half did better, half worse
Good case$1.81+5%1 in 10 did better
Typical move
−0.3%
Likely range
−5% to +5%$1.64 – $1.81
2,459 similar setups · our 1-day calls hit 49.8% in backtests · no edge over the base rate yet · track record →
Prediction from past patterns, not financial advice.
LPT price prediction for this week
57%chance LPT is lower
▼ LEAN DOWN
Market cap $87.6M · small-cap: thinner trading, bigger swings
No pattern has a proven 7-day record on this coin yet — the call above is from similar past setups.
Lookalike Setups (main) · 43% chance higher in 7 days · this pattern's 7d calls hit 59.3% of 36,473 — no better than always guessing the usual direction (60%) so far · drawn from the 2088 setups matched for the 30-day prediction
next 7 days
−20%−10%0%−20%0%+20%+40%+19% in 30 days↑ 98% below its all-time high
−30dnow+7d
▲ 8 rose · ▼ 15 fell · ◆ 7 sideways(±4.0% over 7 days)
Bold: LPT's own last 30 days. Right of now: 30 of the 2088 setups matched for the 30-day prediction, and what each did over the next 7 days — real 4-hour closes, scaled to LPT's volatility. 30 with no 4-hour path on file yet are drawn through their daily lows, highs and closes.
Bad case$1.46−15%1 in 10 did worse
Likely$1.69−1.8%half did better, half worse
Good case$1.98+15%1 in 10 did better
Typical move
−1.8%
Likely range
−15% to +15%$1.46 – $1.98
2,326 similar setups · our 7-day calls hit 59.4% in backtests · no edge over the base rate yet · track record →
Prediction from past patterns, not financial advice.
LPT price prediction for the next 30 days
70%chance LPT is lower
▼ STRONG DOWN
Market cap $87.6M · small-cap: thinner trading, bigger swings
No pattern has a proven record on this coin yet — the prediction above is from similar past setups.
Lookalike Setups (main) · 30% chance higher in 30 days · drawn from its 2088 matched past setups
next 30 days
−20%−10%0%−50%0%+50%+19% in 30 days↑ 98% below its all-time high
−30dnow+30d
▲ 4 rose · ▼ 19 fell · ◆ 7 sideways(±9.0% over 30 days)
Bold: LPT's own last 30 days. Right of now: 30 of the 2088 past setups like this, and what each did over the next 30 days — real daily closes, scaled to LPT's volatility.
Bad case$1.18−32%1 in 10 did worse
Likely$1.56−9.4%half did better, half worse
Good case$2.14+24%1 in 10 did better
Typical move
−9.4%
Likely range
−32% to +24%$1.18 – $2.14
2,088 similar setups · our 30-day calls hit 63.7% in backtests · no edge over the base rate yet · track record →
Prediction from past patterns, not financial advice.
Pick a side, when you close and your leverage: we replay that exact trade on the past cases behind this LPT prediction and count how it ended.
Best historical window for LPT in setups like this: short, hold 21 days, 2× — profitable 65.4% of the time, typical +11.4%, liquidated 8.5% of the time (n=2088).
Chance this ends in profit—
Typical result—half did better, half worse
Chance you get liquidated first—
Every past case, replayedhover or tap a line to see the case
price went your way —against you —sideways —(within ±4.6% over 21 days)✕liquidated —take profit hit —stop loss hit —typical8 in 10 cases
Replays 394 past cases weighted exactly like the 30-day prediction: the 2,088 similar cases behind it plus a sample of all history.
Where the odds were best· swipe for longer holds →
cell = chance of profit color = average result, −50% or worse to +50% or better striped = liquidated in more than 1 in 10★ best: highest typical result with at most 1 in 10 liquidated, most cases in profit and an average above zerono take profit or stop loss · tap a cell to load it
The planner and its replay chart run in your browser: turn on JavaScript to replay your own LPT trade on these past cases.
Odds from similar past cases, not financial advice. Leverage multiplies losses too: a liquidated position loses its whole margin.
Where to trade LPT · by share of the last day's volume
LPT$1.7652% ▼ 1Dbest play▼ Short 1D 12× → +4.8%open calculator
LPT$1.7657% ▼ 7Dbest play▼ Short 7D 3× → +7.0%open calculator
LPT$1.7670% ▼ 30Dbest play▼ Short 30D 1× → +9.3%open calculator
2
Why we think this
the reasoning, in short
Drivers
Starting point: across all past cases, coins were higher a day later 46% of the time. Each factor below shows how often that happened in LPT's situation; the call blends them with the closest match (2,459 cases) into 48% higher.
94% below its high
94% below its all-time high. Coins that far below their high were higher a day later 47% of the time (131,564 cases), vs 46% across all cases.
here 47% · normal 46% higher a day later
Up 19% over 30 days
Up 19% over the last 30 days. After a month like that, coins were higher a day later 46% of the time (39,806 cases), vs 46% across all cases.
here 46% · normal 46% higher a day later
Normal volume
Trading volume is in its normal range. On normal-volume days, coins were higher a day later 46% of the time (168,672 cases), vs 46% across all cases.
here 46% · normal 46% higher a day later
Bitcoin above its 50-day average
Bitcoin is above its 50-day average. In that situation, coins were higher a day later 46% of the time (90,261 cases), vs 46% across all cases.
here 46% · normal 46% higher a day later
Starting point: across all past cases, coins were higher 7 days later 42% of the time. Each factor below shows how often that happened in LPT's situation; the call blends them with the closest match (2,326 cases) into 43% higher.
Up 19% over 30 days
Up 19% over the last 30 days. After a month like that, coins were higher a week later 43% of the time (38,824 cases), vs 42% across all cases.
here 43% · normal 42% higher 7 days later
Bitcoin above its 50-day average
Bitcoin is above its 50-day average. In that situation, coins were higher a week later 42% of the time (88,458 cases), vs 42% across all cases.
here 42% · normal 42% higher 7 days later
Small-cap
Small-cap coin ($87.6M market cap). Coins this size were higher a week later 42% of the time (63,184 cases), vs 42% across all cases.
here 42% · normal 42% higher 7 days later
Within 7% of a week ago
Within 7% of its price a week ago (−4%). After a week like that, coins were higher a week later 42% of the time (88,734 cases), vs 42% across all cases.
here 42% · normal 42% higher 7 days later
Starting point: across all past cases, coins were higher 30 days later 37% of the time. Each factor below shows how often that happened in LPT's situation; the call blends them with the closest match (2,088 cases) into 30% higher.
Bitcoin above its 50-day average
Bitcoin is above its 50-day average. In that situation, coins were higher 30 days later 39% of the time (82,194 cases), vs 37% across all cases.
here 39% · normal 37% higher 30 days later
Up 19% over 30 days
Up 19% over the last 30 days. After a month like that, coins were higher 30 days later 34% of the time (35,679 cases), vs 37% across all cases.
here 34% · normal 37% higher 30 days later
Small-cap
Small-cap coin ($87.6M market cap). Coins this size were higher 30 days later 35% of the time (61,807 cases), vs 37% across all cases.
here 35% · normal 37% higher 30 days later
94% below its high
94% below its all-time high. Coins that far below their high were higher 30 days later 38% of the time (124,083 cases), vs 37% across all cases.
here 38% · normal 37% higher 30 days later
Our record on LPT
Our last 6 calls on LPT over 30 days: right on 1 of 6 · 4 of 6 ended inside our range · all-time on LPT: 77.8% hit rate, 85.4% inside the range (45 backtested calls)
Jul 26 said 65% down · ended −8.1%✓ rightAug 2 said 57% down · ended +3.3%✗ wrongAug 9 said 57% down · ended +17.4%✗ wrongAug 16 said 70% down · ended +13.1%✗ wrongAug 23 said 56% down · ended +21.8%✗ wrongAug 30 said 68% down · ended +27.9%✗ wrong
white: LPT's real price after each call · bar: the range we gave (8 in 10 cases, the middle half thicker, a notch at the typical move) · end dot: green right · red wrong · orange the price went sideways (within ±5.5% over 30 days) or a coin flip · backtest: each call used only data available that day · live since Oct 3, 2026: 2 live 30-day predictions on record, first result due Nov 2, 2026 · the full scorecard →
last 6 months · daily close · candle = 2 sessions◆ recorded event · dotted blue line = last price · orange = the price went sideways (within ±1.4% over 2 days)
updated today Updated · 44 data points on this page
Changed 2026-10-04 Issuer powers first recorded on Oct 4, 2026: mint authority held, freeze authority revoked, upgrade key revoked, admin keys held, honeypot revoked, pause revoked, blacklist revoked, transfer tax revoked.full log →
The record in shortON RECORD
The record in short
as of · generated from this record's own rowsread it →
events on record
4
higher 30 days after
—
typical 30-day move
—
next up
—
Every eventMEASURED4 events
The record: every event and what followed
as of · CoinPaprika · DefiLlama · exchange announcements · PatternPlus effectsread it →
LPT: 4 events, newest first; six signed numbers per row are the price change from the close before the event, in UTC; vs BTC is the difference of the two 30-day moves
Date
Event
Venue
7d before
Next day
7 days
30 days
vs BTC
90 days
Source
2021
all-time high LPT all-time high: $99.95
—
—
—
—
—
—
—
derived
Highest daily close in our price history. LPT set an all-time high on Nov 9, 2021; the price series does not cover the 30-day window, so no effect is measured.
LPT-USDT-SWAP perpetual trading. OKX opened perpetual futures for LPT on Apr 23, 2021; the price series does not cover the 30-day window, so no effect is measured.
LPT-USDT spot trading (quotes: EUR, USDT, USDC). OKX listed LPT on Apr 2, 2021; the price series does not cover the 30-day window, so no effect is measured.
Source: events from CoinPaprika, DefiLlama and exchange announcements; effects computed by PatternPlus (see methodology) · fetched
Against the venue medianMEASURED
How LPT's events compare with the venue median
as of · event_stats computed by PatternPlusread it →
Venue · kind
LPT median day 30
LPT n
Venue median day 30
Venue n
Up after 30 d (venue)
Position
No measured event to compare as of Oct 4, 2026
Venue · kind
LPT median day 7
LPT n
Venue median day 7
Venue n
Up after 7 d (venue)
Position
No measured event to compare as of Oct 4, 2026
Day 7: the venue's event count and up-share are kept for day 30 only (—); its median uses every event measured to day 7.
Venue · kind
LPT median day 1
LPT n
Venue median day 1
Venue n
Up after 1 d (venue)
Position
No measured event to compare as of Oct 4, 2026
Day 1: the venue's event count and up-share are kept for day 30 only (—); its median uses every event measured to day 1.
ethereum · 0x58b6a8a3302369daec383334672404ee733ab239 · goplus+ethplorer+dexscreener · checked 2026-10-04 18:51 UTC
Power
Status
What this means for a holder
Checked / source
Mint more tokens
held
Mint more tokens is held (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the issuer can create new supply at will, diluting every holder. 45.8% of all tokens on record (33 of 72 checked) hold this power.
2026-10-04 · goplus+ethplorer+dexscreener
Freeze accounts
revoked
Freeze accounts was revoked (goplus+ethplorer+dexscreener, checked Oct 4, 2026): no wallet can be frozen by the issuer.
2026-10-04 · goplus+ethplorer+dexscreener
Upgrade the contract
revoked
Upgrade the contract was revoked (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the contract code cannot be changed by the issuer.
2026-10-04 · goplus+ethplorer+dexscreener
Change balances
revoked
Change balances is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): balances can only change through transfers.
2026-10-04 · goplus+ethplorer+dexscreener
Hidden owner
revoked
Hidden owner is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the owner address is visible in the contract.
2026-10-04 · goplus+ethplorer+dexscreener
Blacklist addresses
revoked
Blacklist addresses is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): no address can be barred by the issuer.
2026-10-04 · goplus+ethplorer+dexscreener
Whitelist addresses
revoked
Whitelist addresses is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): transfers are open to every address.
2026-10-04 · goplus+ethplorer+dexscreener
Pause transfers
revoked
Pause transfers is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): transfers cannot be halted by the issuer.
2026-10-04 · goplus+ethplorer+dexscreener
Buy tax
none
Buy tax is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): no tax is taken on purchases.
2026-10-04 · goplus+ethplorer+dexscreener
Sell tax
none
Sell tax is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): no tax is taken on sales.
2026-10-04 · goplus+ethplorer+dexscreener
Honeypot
none
Honeypot is not present (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the checker could buy and sell.
2026-10-04 · goplus+ethplorer+dexscreener
Source code
verified
Source code is verified (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the contract source is verified and readable on the explorer.
Issuer powers first recorded on Oct 4, 2026: mint authority held, freeze authority revoked, upgrade key revoked, admin keys held, honeypot revoked, pause revoked, blacklist revoked, transfer tax revoked.
OUR NUMBERS ABOVE · PUBLIC FACTS BELOW
Where LPT is listedON RECORD4 venues
Where LPT is listed: spot and perpetuals, with dates
as of · exchange instrument APIs · announcementsread it →
Exchange coverage matrix: 4 venues on record; cell text is the listing date
Source: PatternPlus, computed from every token in the peer set · fetched
4
The full write-up
every sentence on LPT · questions · sources
LPT in short
Filed under crypto on its own chain, Livepeer (LPT) has been with no start date recorded; it holds rank #292 by market cap as of Oct 4, 2026 and trades 98.2% below its Nov 9, 2021 high.
As of Oct 4, 2026 the price is $1.76 (+7.8% over 24 hours), market cap $87.6M, fully diluted value $68.3M, 1,748,580 holders, no TVL reported to DefiLlama.
Status on CoinPaprika: active; LPT is the native coin of its own chain, so there is no token contract.
CoinPaprika tickers and DefiLlama, read Oct 4, 2026.
As of Oct 4, 2026 the record for Livepeer runs to 4 events, of which 2 are spot listings, 1 perpetual listings, 0 unlocks, 0 hacks and 0 funding rounds; 0 carry a day-30 measurement with a median of not yet measurable.
From the latest data refresh
Livepeer (LPT) is a crypto token on its own chain, rank #292 by market cap as of Oct 4, 2026, 98.2% below its Nov 9, 2021 high.
Mint more tokens is held as of Oct 4, 2026: the issuer can create new supply at will and dilute every existing holder.
Since PatternPlus began recording on Oct 3, 2026 (2 daily snapshots), rank moved from #292 to #292.
LPT is on 4 spot and 1 perpetual venues on record; the earliest dated listing was OKX (spot) on Apr 2, 2021.
No listing of LPT has a measurable day-30 outcome yet as of Oct 4, 2026.
No unlock schedule is on record for LPT as of Oct 4, 2026.
The issuer holds 2 of 13 checked powers (mint more tokens and admin keys); 0 were not checked.
No funding round is recorded by DefiLlama for Livepeer as of Oct 4, 2026.
Livepeer lists 0 audit links on DefiLlama; no hack is recorded as of Oct 4, 2026.
No team member is recorded on CoinPaprika for Livepeer as of Oct 4, 2026.
DefiLlama reports not reported TVL and $44,582 revenue over 30 days as of Oct 4, 2026;
revenue to market cap of 0.006 sits at the 48th percentile of 1495 all tokens on record tokens.
Generated from this record's own rows at build time; as of Oct 4, 2026.
The issuer holds 2 of 13 checked powers as of Oct 4, 2026; 0 not checked, 0 not applicable.
Mint more tokens is held (goplus+ethplorer+dexscreener, checked Oct 4, 2026): the issuer can create new supply at will and dilute every existing holder.
45.8% of crypto tokens on record (33 of 72 checked) hold this power.
Admin keys are held (goplus+ethplorer+dexscreener, checked Oct 4, 2026): admin keys exist that can change protocol parameters without a holder vote.
11 of the checked powers are revoked or absent on Ethereum (freeze accounts, upgrade the contract, change balances, hidden owner, blacklist addresses, whitelist addresses, pause transfers, buy tax, sell tax, honeypot and source code unverified);
the panel row for each states what that means for a holder.
The owner address on Ethereum is 0x8dddb96cf36ac8860f1de5c7c4698fd499fab405 (goplus+ethplorer+dexscreener, checked Oct 4, 2026).
security rows per chain and tokens.powers; vocabulary fixed: held, revoked, unknown; checked Oct 4, 2026.
The change log holds 1 entry between Oct 4, 2026 and Oct 4, 2026; the newest reads: Issuer powers first recorded on Oct 4, 2026: mint authority held, freeze authority revoked, upgrade key revoked, admin keys held, honeypot revoked, pause revoked, blacklist revoked, transfer tax revoked.
Changed since Oct 4, 2026: powers set to mint_authority=held freeze_authority=revoked upgradeable=revoked admin_keys=held honeypot=revoked pausable=revoked blacklist=revoked tax=revoked (Oct 4).
The fields that changed most often were powers (1).
Changes logged for this record: 1 in the last 30 days as of Oct 4, 2026.
As of Oct 4, 2026 LPT trades on 4 spot venues and 1 perpetual venues with dated listings, from OKX on Apr 2, 2021 to OKX on Apr 23, 2021; the first perpetual opened on OKX on Apr 23, 2021, 21 days after the first spot pair.
0 delistings are on record for LPT as of Oct 4, 2026.
1083 of the 1087 tracked exchanges have no LPT listing on record as of Oct 4, 2026 (Bitget, Azbit, Pionex, WEEX, Lbank and Gate, among others).
exchange_listings from instrument APIs and announcements; as of Oct 4, 2026.
Livepeer trades 98.2% below its all-time high of $99.95, set on Nov 9, 2021, 1,790 days before Oct 4, 2026; over 30 days it moved 0.0% against 0.0% for BTC (beta 1.31).
Price change as of Oct 4, 2026: −0.5% over 1 hour, +7.8% over 24 hours, +0.4% over 7 days, 0.0% over 30 days, 0.0% over 1 year.
Market cap is 128.2% of fully diluted value ($87.6M of $68.3M), so −28.2% of the valuation sits in supply that does not circulate yet.
24-hour volume of $10.3M is 11.7% of market cap as of Oct 4, 2026.
Circulating supply is 49.7M of 38.7M total (128.2%) and a maximum of 38.7M.
The all tokens on record median 30-day change is 0.0% across 1495 tokens, so LPT sits below its peer set.
CoinPaprika tickers read Oct 4, 2026; BTC comparison from the BTC record.
1 address identify Livepeer on ethereum; as the native coin of its own chain it has no token contract.
No other token on record uses the symbol LPT as of Oct 4, 2026.
No former name, former symbol or alias is recorded for Livepeer as of Oct 4, 2026.
Identity fields from CoinPaprika as of Oct 4, 2026: start date not recorded, first market data Dec 20, 2018, proof type not stated, organisation structure not stated, no whitepaper link.
Cross-references as of Oct 4, 2026: CoinPaprika id lpt-livepeer, DefiLlama slug livepeer, no GitHub repository recorded.
No follower or star counts were read for Livepeer as of Oct 4, 2026.
CoinPaprika /coins and DefiLlama /protocols (contract addresses), token_contracts, token_aliases; read Oct 4, 2026.
Livepeer reported $44,582 in fees and $44,582 in revenue over 30 days to DefiLlama on not reported TVL as of Oct 4, 2026; its revenue-to-market-cap ratio of 0.006 is at the 48th percentile of 1495 all tokens on record tokens.
Annualised revenue of $534,984 gives a price-to-sales multiple of 163.7x at the $87.6M market cap of Oct 4, 2026.
DefiLlama records no parent protocol for Livepeer (not a fork).
No oracle is listed for Livepeer on DefiLlama.
DefiLlama lists Livepeer under 'Video Infrastructure' (slug livepeer).
DefiLlama protocol, fees and TVL endpoints; as of Oct 4, 2026.
Among 1495 all tokens on record tokens, Livepeer is at the 81st percentile by market cap, 28th by distance from ATH and unranked by share unlocked as of Oct 4, 2026.
The peer median market cap is $13.9M, the median distance from ATH −94.9% and the median 30-day change 0.0%.
By holders LPT sits at P99 (1,748,580 against a median of 27,132); by exchanges at PNone.
The nearest peers by rank are USD.AI (#291), Centrifuge (#293), DeXe (#290), FUNToken (#294) and Helium (#289).
Market cap: $87.6M (P81 of 1495; peer median $13.9M).
Volume / market cap (24h): 11.72% (P81 of 1495; peer median 2.47%).
30-day change: 0.0% (P50 of 1495; peer median 0.0%).
Distance from ATH: −98.2% (P28 of 1495; peer median −94.9%).
Revenue / market cap (30d): 0.006 (P48 of 279; peer median 0.006).
Holders: 1,748,580 (P99 of 178; peer median 27,132).
peer set: all tokens on record (1495 tokens); as of Oct 4, 2026.
3 of 5 coins with 120+ days of supply history release on a monthly or quarterly pattern; 14 releases projected: APT (monthly, day 14), ARB (quarterly, day 18), ENA (monthly, day 6)
2026-10-04 19:24 UTC
none
—
teamfinance
0 of 5 coins hold Team Finance vesting; 4 contracts still being read for the first time
—
2026-10-04T19:23:55+00:00 Ethereum logs: no ETHERSCAN_KEY; Optimism logs: HTTP 429; Polygon logs: no ETHERSCAN_KEY; Base logs: HTTP 429; Arbitrum logs: no ETHERSCAN_KEY
Effects are measured as described on the methodology page. Facts are compiled from public sources; nothing on this page is advice. Corrections: [email protected].
binance_instruments last fetched successfully on an unrecorded time;
the latest fetch failed (2026-10-04T19:24:42+00:00 451 Client Error: for url: https://fapi.binance.com/f), so its figures are shown from that earlier run.
bybit_announcements last fetched successfully on an unrecorded time;
the latest fetch failed (2026-10-04T19:24:46+00:00 403 Client Error: Forbidden for url: https://api.bybit), so its figures are shown from that earlier run.
bybit_instruments last fetched successfully on an unrecorded time;
the latest fetch failed (2026-10-04T19:24:43+00:00 403 Client Error: Forbidden for url: https://api.bybit), so its figures are shown from that earlier run.
ethplorer last fetched successfully on Oct 4, 2026 19:21 UTC;
the latest fetch failed (2026-10-04T19:21:17+00:00 HTTP 429 https://api.ethplorer.io/getTokenInfo/0x08280), so its figures are shown from that earlier run.
hedgey last fetched successfully on an unrecorded time;
the latest fetch failed (2026-10-04T19:23:55+00:00 Ethereum logs: no ETHERSCAN_KEY;
Optimism logs: HTTP 4), so its figures are shown from that earlier run.
This page is generated from 6,180 database rows and rebuilt daily; first published Oct 4, 2026.
PatternPlus compiles facts from public sources and gives no financial advice; corrections by email. As of Oct 4, 2026.
How to read this
Band 1 is the prediction: the chance of a higher price, the typical move and the likely range, with the real past setups behind it drawn as they moved.
Band 2 is why: the drivers, the next events and how our past calls on this coin went.
Band 3 is the data: every table and chart, dated; green means the price was higher afterwards, red lower.
Band 4 is the write-up: the same record in words, with the questions and the sources.
