How to Estimate Queue Position From L2 Data
The best bid and the price levels it visited, AAPL, 15 minute bucketsseries ·
2026-08-12 · 24×3
How Fractional Shares Hit the Tape
Small AAPL print sizes: five sessions in January 2026 against five in July 2026table ·
2026-08-12 · 26×3
Average shares per print by month, September 2025 through July 2026series ·
2026-08-12 · 11×5
Odd lots, round lots and sub-one-share prints across six names, July 8 to 10, 2026ranking ·
2026-08-12 · 6×4
AAPL average print size across the February 2026 boundaryseries ·
2026-08-12 · 19×4
The Vendor Display Rule: SEC Rule 603(c)
Consolidated spread vs single venue spread, AAPL, June 17 2026series ·
2026-08-10 · 90×4
Where AAPL trades printed, June 17 2026, 10:00 to 11:30 ETranking ·
2026-08-10 · 17×3
Which venue held the national best bid in AAPL, June 17 2026, 10:00 to 11:30 ETranking ·
2026-08-10 · 16×3
How Continuous Futures Contracts Are Built
Options volume by time left to expiry, AAPL, April to June 2026ranking ·
2026-08-10 · 5×2
KO quarterly dividend in cents and as a percent of the share price, 2016 to 2026series ·
2026-08-10 · 42×4
SIP Feeds vs Direct Exchange Feeds
Which venues sat on the bid side of the quote record, KO on June 16, 2026ranking ·
2026-08-09 · 17×3
Quote update traffic across five household tickers, 10:00 to 11:00 a.m. ET on June 16, 2026table ·
2026-08-09 · 5×5
US equity exchanges that feed the consolidated tapetable ·
2026-08-09 · 18×4
Venue clock to consolidated tape clock, KO quotes on June 16, 2026series ·
2026-08-09 · 15×4
How to Read a Futures Symbol (ESZ6, CLF27)
Volume around one quarterly expiry: SPY June 19 vs September 18, 2026series ·
2026-08-09 · 38×3
Delivery years live at the same time on one option calendar (SPY, July 2026)ranking ·
2026-08-09 · 3×4
Where long-dated option volume lands, by expiry month coderanking ·
2026-08-09 · 11×3
Professional vs Non-Professional Market Data
US equity and options venues in the exchange reference listranking ·
2026-08-08 · 6×3
AAPL quote messages per 15 minutes, pinned session of Jun 16, 2026series ·
2026-08-08 · 36×2
Listed option contracts that traded on Jun 16, 2026, by underlyingranking ·
2026-08-08 · 5×4
Quote message rate by symbol, 10:00 to 11:00 a.m. ET on Jun 16, 2026ranking ·
2026-08-08 · 5×3
How OHLCV Bars Are Built From Ticks
Odd lot share of prints and of volume, minute by minuteseries ·
2026-08-08 · 15×4
How many of the 390 session minutes each US symbol traded inranking ·
2026-08-08 · 10×2
Trade condition codes that restrict high, low, and lastranking ·
2026-08-08 · 7×3
SPY volume by minute into the close, June 10 2026series ·
2026-08-08 · 25×3
One-minute AAPL bars rebuilt from individual trades, June 10 2026series ·
2026-08-08 · 15×6
Trade Condition Codes Explained
Share of a session's prints carrying price-ineligible conditionsranking ·
2026-08-07 · 5×4
Two versions of the same AAPL session high, fifteen minutes at a timeseries ·
2026-08-07 · 26×3
Condition code families defined for US stocksranking ·
2026-08-07 · 8×2
One AAPL session, every print grouped by its sale conditionranking ·
2026-08-07 · 12×3
Level 1 vs Level 2 vs Level 3 Market Data
Executed volume by price level: the traded ladder (KO, 30 minutes)table ·
2026-08-07 · 63×3
Level 1 top of book: quoted spread across a full session (AAPL, June 17 2026)series ·
2026-08-07 · 32×3
Top-of-book message rate, minute by minute (NVDA, one hour)series ·
2026-08-07 · 60×3
Top-of-book spread and quote message count by name (10:00 to 11:00 a.m. ET)ranking ·
2026-08-07 · 5×3
Why Stock Quotes Are Delayed 15 Minutes
How often the last price changes, minute by minute (June 2026)ranking ·
2026-08-06 · 6×3
The 15 minute gap across six household tickers (June 2026)ranking ·
2026-08-06 · 6×3
How far SPY travels in 15 minutes, by hour of the session (June 2026)series ·
2026-08-06 · 7×4
Live price against a 15 minute delayed view, one SPY sessionseries ·
2026-08-06 · 37×5
AI Daily Market Research Reports: What Breaks
SPY: average overnight repricing vs average regular-session move, monthlyseries ·
2026-08-01 · 24×3
What the next session did: 36 large caps bucketed by the prior day's move, Aug 2024 to Jul 2026table ·
2026-08-01 · 5×5
When headlines actually land: article counts by ET clock hour, July 2026ranking ·
2026-08-01 · 24×4
Headline coverage by size of daily move: 36 large caps, May to July 2026ranking ·
2026-08-01 · 5×4
Daily turnover in the top ten movers: fixed 36 name large-cap list, July 2026series ·
2026-08-01 · 21×3
What Is the Efficient Market Hypothesis?
The index against the names inside it: calendar years 2021 to 2025, a 34-name large-cap baskettable ·
2026-07-31 · 5×5
What followed each kind of session: next-day outcome by the prior day's move, same twelve namesranking ·
2026-07-31 · 5×4
Lag-one autocorrelation of daily returns: twelve household names, July 2021 to June 2026ranking ·
2026-07-31 · 12×4
What Missing the Best Days Costs
SPY total return since 2016, after removing the best single daysranking ·
2026-07-16 · 5×2
SPY's 20 best and 20 worst days since 2016, counted by yearranking ·
2026-07-16 · 11×3
The ten biggest single-day gains for SPY since 2016ranking ·
2026-07-16 · 10×2
How Markets Recover From Crashes
The S&P 500's underwater curve: worst drawdown from a prior high, by monthseries ·
2026-07-16 · 127×2
The S&P 500's underwater record since 2016 (SPY, one scorecard)scalar ·
2026-07-16 · 1×634.2
S&P 500 worst intra-year drawdown vs the year's price return, since 2016ranking ·
2026-07-16 · 11×3
How far below its high the S&P 500 sits: share of trading days since 2016ranking ·
2026-07-16 · 5×2
Buy When Others Are Fearful: The Data
Average S&P 500 forward return after fearful, greedy, and ordinary days (2024-2026)table ·
2026-07-16 · 3×5
News sentiment coverage by year: how many tagged insights, and the share downbeatranking ·
2026-07-16 · 3×3
Does a Stock Go Up After a Split?
The best-known recent stock splits: the six months before vs the three months afterseries ·
2026-07-15 · 7×6
Every liquid forward split, 2016-2025: median 3-month return after the split vs the S&P 500, by periodtable ·
2026-07-15 · 3×7
← Previous
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Where the volume went: most dollars traded over the past week
Where the volume went: most dollars traded over the past week
| ticker | week_dollar_bn |
|---|---|
| QQQ | 55.4 |
| SPY | 52.6 |
| MU | 50.9 |
| SNDK | 47.9 |
| NVDA | 35.3 |
| AAPL | 25 |
| MRNA | 24.4 |
| META | 21 |
the exact SQL behind every number
WITH sess AS (
SELECT ticker, toDate(toTimeZone(window_start, 'America/New_York')) AS d,
sum(toFloat64(close) * toFloat64(volume)) AS dv
FROM global_markets.delayed_stocks_minute_aggs
WHERE window_start >= now() - INTERVAL 12 DAY AND ticker NOT IN ('SPCX','SOXL','SOXS','TQQQ','SQQQ','NVDL','NVDS','NVD','TSLL','TSLQ','TSLZ','SPXL','SPXS','UPRO','SPXU','LABU','LABD','FAS','FAZ','TNA','TZA','YINN','YANG','UDOW','SDOW','BOIL','KOLD','UCO','SCO','USD','SSO','SDS','QLD','QID','ERX','ERY','DRN','DRV','CURE','SOXY','MUU','SNXX','UVXY','SVXY','UVIX','SVIX','BULZ','WEBL','WEBS','DPST','DRIP','GUSH','AGQ','ZSL','BITX','ETHU','MSTX','MSTU','CONL','DUST','JNUG','JDST','NUGT') AND (toHour(toTimeZone(window_start, 'America/New_York')) * 60 + toMinute(toTimeZone(window_start, 'America/New_York'))) BETWEEN 570 AND 959
GROUP BY ticker, d
),
wk AS (SELECT ticker, sum(dv) AS wd FROM sess WHERE d >= (SELECT max(d) FROM sess) - 6 GROUP BY ticker)
SELECT ticker, round(wd / 1e9, 1) AS week_dollar_bn FROM wk ORDER BY wd DESC LIMIT 8
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