Ticket data fields

Ticker records 246 fields for every event. The screener, the API and the AI assistant read 285 columns built on them, grouped below the way the public docs group them on Nov 8, 2026.

Fields with real values

Each of these has its own page with its definition, its range across the sample and the events at each end.

Field	Lowest	Median	Highest	Events
Lowest all-in price	$8	$80	$5,578	99
Lowest price before fees	$4	$59	$4,040	99
Median all-in price	$52	$192	$10,994	99
Median price before fees	$36	$142	$7,965	99
P25 all-in price	$25	$129	$8,607	99
P75 all-in price	$83	$285	$15,001	99
Face valuebefore fees	$15	$55	$478	73
Resale vs face value	0.1x	1x	1.8x	72
Primary taken share	4%	84%	100%	73
Listings	129	991	4,044	99
Tickets listed	515	4,782	35,177	99
Marketplaces per event	4	7	7	99
Days to event	8 days	43 days	112 days	99
7-day price change	−51%	0%	+34%	97

Every column, by group

Event & timing

Column	Type	What it measures
Days to eventea.days_to_event	Event fact, days	Whole days until the event. Negative once it has passed.
Priced as ofea.last_price_snapshot_date	Observed, date	The day of the price reading behind this row. Filter on it to screen on recent prices.
Categorye.category_id	Event fact, category	Concerts, Sports or Theater.
Date addede.created_at	Event record, time	The day Ticker first found the event. A recent date often means a newly announced event.
Date TBDe.date_tbd	Event fact, yes or no	Yes while the date is not announced. The date columns are not reliable while it is yes.
Event ide.event_id	Event record, id	The event's id, the key that joins its event, analytics and performer columns. Use Public id to name an event to someone.
Evente.event_name	Event fact, text	The event's name as it is listed.
If necessarye.if_necessary	Event fact, yes or no	Yes when the event takes place only if it is needed, like a playoff game that may not be played.
Last pricede.last_price_collected	Event record, time	When Ticker last took a price reading of the event. Empty before the first one.
Local datee.local_date	Event fact, text	The date and start time in the venue's own time zone, as text. Compare times with UTC date.
Prioritye.monitoring_priority	Event fact, 1 to 10	How closely Ticker follows the event, from 1, the closest, to 10. Read an as-of column to see how fresh a reading is.
On-sale datee.onsale_date	Event fact, time	The calendar date tickets go on sale. Many events have none; use 'is empty' to find them.
Performer ide.performer_id	Event record, id	The id of the event's main performer, the key to the performer columns. Empty when the performer is not known.
Presale datee.presale1_date	Event fact, time	The calendar date the first presale starts. Many events have none; use 'is set' to find them.
Statuse.status	Event fact, text	Active, inactive or canceled. A Screen only reads active events.
Subcategorye.sub_category_id	Event fact, category	Genre, league or format, for example Rock, NBA or Musical.
Time TBDe.time_tbd	Event fact, yes or no	Yes while the start time is not announced.
Primary statuse.tm_event_status	Event fact, text	The primary market's own status for the event: onsale, offsale, cancelled, rescheduled or postponed. Separate from Status: an event can be active in Ticker and off sale on the primary market.
Last primary reade.tm_last_collected_at	Event record, timeMax plan	When Ticker last read the primary market for the event. To gate primary prices, use 'TM as of', which stamps the reading itself.
Primary on-sale starte.tm_onsale_start_at	Event fact, time	The calendar time the public on-sale starts on the primary market. Prefer On-sale date, which includes this value and leaves out placeholder dates.
Primary on-sale ende.tm_onsale_end_at	Event fact, time	The calendar time the public on-sale ends on the primary market. A time in the past means the primary sale window is closed.
UTC datee.utc_date	Event fact, time	The date and start time in UTC.
Venue ide.venue_id	Event record, id	The id of the event's venue, the key to the venue columns.
Performerp.name	Performer fact, text	The performer the row's performer columns describe. For a game this is one team, not the event name. Filter it with 'contains'.
Public ide.public_id	Event fact, id	Ticker's id for the event: the one in its page link, exports, the API and the MCP. Use it to name an event to someone.
Primary hot evente.tm_hot_event	Event record, yes or noMax plan	The primary market's own high-demand flag for the event. Empty when the primary market does not state it.
Primary checkout opene.tm_transactable	Event record, yes or noMax plan	Yes when the primary market sells tickets for the event at all. Empty when it does not state it.

Location

Column	Type	What it measures
Weatherea.weather_sky	Observed, categoryPro plan	The sky over the event's day from the latest forecast: clear, partly cloudy, cloudy, fog, rain, snow or storm. Indoor when the venue's roof is fixed. Empty when there is no reading.
Venuev.venue_name	Venue fact, text	The venue's full name. Example: Madison Square Garden, never 'MSG'.
Capacityv.capacity	Venue fact, count	Seats in the room. Roughly: under 1,000 is a club, 1,000 to 4,999 a theater or hall, 5,000 to 19,999 an arena, 20,000 and over a stadium or festival. A size filter keeps the events with a known size.
Cityv.city	Venue fact, text	The venue's city. Example: New York. Brooklyn and Elmont are separate values.
Statev.state	Venue fact, text	The venue's state or province. Example: NY. US and Canada only.
Countryv.country_code	Venue fact, text	The venue's country. Example: US.

Pricing

Column	Type	What it measures
Lowest all-inea.lowest_aip_price_current	Observed, dollars	Lowest price with all fees included, so what a buyer pays at checkout.
Lowest priceea.lowest_price_current	Observed, dollars	Lowest price on sale before fees.
Lowest price without unassigned seatsea.lowest_price_ex_zone_current	Observed, dollars	Cheapest resale ticket before fees with unassigned seats left out. Read it beside Lowest price to see where unassigned seats set the get-in. Empty when nothing is left.
Lowest all-in without unassigned seatsea.lowest_aip_price_ex_zone_current	Observed, dollars	Cheapest resale ticket with fees, with unassigned seats left out. Read it beside Lowest all-in to see where unassigned seats set the get-in. Empty when nothing is left.
Median priceea.median_price_current	Observed, dollars	Middle price on sale before fees: half cost more, half cost less.
Median all-inea.median_aip_price_current	Observed, dollars	Middle price with all fees included: half cost more, half cost less.
P25 priceea.p25_price_current	Observed, dollars	A quarter of the tickets on sale cost less than this, before fees.
P75 priceea.p75_price_current	Observed, dollars	Three quarters of the tickets on sale cost less than this, before fees.
P25 price without unassigned seatsea.p25_price_ex_zone_current	Observed, dollars	A quarter of the tickets on sale cost less than this, before fees, with unassigned seats left out. Empty when too few listings remain.
P25 all-in without unassigned seatsea.p25_aip_price_ex_zone_current	Observed, dollars	A quarter of the tickets on sale cost less than this, fees included, with unassigned seats left out. Empty when too few listings remain.
Deal score at lowestea.vs_deal_score_at_lowest	Observed, score	Deal score at lowest: the market's own score, 0 to 10, for the lowest-priced listing it scores in its newest reading. Each market scores one event's listings against each other, so only the scale is shared across markets. Empty when no listing has a score. Gate on 'VS as of'.
Lowest price %Δ7dea.lowest_price_pct_7d	Change, percent	How far the cheapest ticket price has moved since a week ago, as a percentage. Positive means the entry price got more expensive.
Median price Δ7dea.median_price_delta_7d	Change, dollars	How many dollars the middle price has moved since a week ago. Positive means prices went up.
Median price Δ14dea.median_price_delta_14d	Change, dollars	How many dollars the middle price has moved since two weeks ago. Slower than the 7 day change, so it shows the trend instead of the noise.
Median price Δ28dea.median_price_delta_28d	Change, dollars	How many dollars the middle price has moved since four weeks ago. The slowest of the price-change columns, best for reading the direction over a month.
Median price %Δ7dea.median_price_pct_7d	Change, percent	How far the middle price has moved since a week ago, as a percentage. Positive means the whole market got more expensive, not just one listing.
P25 price %Δ7dea.p25_price_pct_7d	Change, percent	How far the P25 price moved in a week, in percent.
P75 price %Δ7dea.p75_price_pct_7d	Change, percent	How far the P75 price moved in a week, in percent.
Changes close dateea.changes_close_date	As of, date	The day of the close the change columns are measured from. Filter on it to screen on recent readings.
Avg faceea.average_face_value_current	Observed, dollars	Average face value printed on the tickets on sale. Read it beside Median price as price context.
Median price 7d agoea.median_price_7d_ago	Observed, dollars	The middle price before fees a week ago.
Unassigned seats shareea.zone_share_current	Observed, percent	Percent of the event's resale listings that are unassigned seats: tickets offered in a named section before the seller holds specific seats. 30 means 30%.
Limited view shareea.view_share_current	Observed, percent	Percent of the event's resale listings the market marks as limited view. 5 means 5%.
Resale vs face value (all-in)ea.resale_to_primary_aip_ratio	Derived, multipleMax plan	Resale vs face value, all fees included, as price context: the cheapest resale ticket with fees set against the cheapest primary ticket with fees. 1 means resale is priced at face value, under 1 below it, over 1 above it. Gate on the primary market's as-of column and 'Priced as of' so both prices are fresh.
Resale vs primary resale (all-in)ea.vs_to_tmr_aip_ratio	Derived, multipleMax plan	Resale vs the primary market's own resale, all fees included, as price context. 1 means the two are priced the same, over 1 means the primary market's resale is priced lower, under 1 means it is priced higher. The two cheapest tickets are often in different sections. Gate on the primary market's as-of column and 'Priced as of' so both prices are fresh.
Resale minus primary resale (all-in)ea.vs_minus_tmr_aip_spread	Derived, dollarsMax plan	Resale minus the primary market's own resale, all fees included, in dollars, as price context. 0 means the two are priced the same, positive means the primary market's resale is priced lower by that much. Resale vs primary resale gives the same comparison as a ratio. Gate on the primary market's as-of column and 'Priced as of' so both prices are fresh.
VS as ofea.vs_asof_at	As of, time	When the newest VS reading was taken. Filter on it to screen on recent readings.
Lowest faceea.lowest_face_value_current	Observed, dollars	Lowest face value printed on the tickets on sale. Events where the marketplace states a face value carry it.
Highest faceea.highest_face_value_current	Observed, dollars	Highest face value printed on the tickets on sale. Empty when no ticket states a face value.
Median faceea.median_face_value_current	Observed, dollars	Middle face value of the tickets on sale. Less pulled by one odd ticket than Avg face.
P25 faceea.p25_face_value_current	Observed, dollars	A quarter of the tickets on sale carry a face value below this. Empty with fewer than 2 tickets that state one.
P75 faceea.p75_face_value_current	Observed, dollars	Three quarters of the tickets on sale carry a face value below this. Empty with fewer than 2 tickets that state one.
Lowest all-in Δ1dea.lowest_aip_price_delta_1d	Change, dollars	How far Lowest all-in moved since the day before, in dollars. Positive means it went up.
Lowest all-in Δ7dea.lowest_aip_price_delta_7d	Change, dollars	How far Lowest all-in moved over a week, in dollars. Positive means it went up.
Lowest all-in %Δ1dea.lowest_aip_price_pct_1d	Change, percent	How far Lowest all-in moved since the day before, in percent.
Lowest all-in %Δ7dea.lowest_aip_price_pct_7d	Change, percent	How far Lowest all-in moved over a week, in percent.
Lowest price Δ1dea.lowest_price_delta_1d	Change, dollars	How far Lowest price moved since the day before, in dollars. Positive means it went up.
Lowest price Δ7dea.lowest_price_delta_7d	Change, dollars	How far Lowest price moved over a week, in dollars. Positive means it went up.
Lowest price %Δ1dea.lowest_price_pct_1d	Change, percent	How far Lowest price moved since the day before, in percent.
Median price Δ1dea.median_price_delta_1d	Change, dollars	How far Median price moved since the day before, in dollars. Positive means it went up.
Median price %Δ1dea.median_price_pct_1d	Change, percent	How far Median price moved since the day before, in percent.
P25 all-inea.p25_aip_price_current	Observed, dollars	A quarter of the tickets on sale cost less than this, fees included. Empty with fewer than 2 listings that state an all-in price.
P75 all-inea.p75_aip_price_current	Observed, dollars	Three quarters of the tickets on sale cost less than this, fees included. Empty with fewer than 2 listings that state an all-in price.
P25 price Δ1dea.p25_price_delta_1d	Change, dollars	How far P25 price moved since the day before, in dollars. Positive means it went up.
P25 price Δ7dea.p25_price_delta_7d	Change, dollars	How far P25 price moved over a week, in dollars. Positive means it went up.
P25 price %Δ1dea.p25_price_pct_1d	Change, percent	How far P25 price moved since the day before, in percent.
P75 price Δ1dea.p75_price_delta_1d	Change, dollars	How far P75 price moved since the day before, in dollars. Positive means it went up.
P75 price Δ7dea.p75_price_delta_7d	Change, dollars	How far P75 price moved over a week, in dollars. Positive means it went up.
P75 price %Δ1dea.p75_price_pct_1d	Change, percent	How far P75 price moved since the day before, in percent.

SH

Column	Type	What it measures
SH lowest all-inea.sh_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest SH resale ticket with all fees included, from the newest SH reading. Empty when there is no reading or no listing. Gate on 'SH as of'.
SH lowest priceea.sh_lowest_price_current	Observed, dollarsMax plan	Cheapest SH resale ticket before fees, from the newest SH reading. Gate on 'SH as of'.
SH median all-inea.sh_median_aip_price_current	Observed, dollarsMax plan	Middle all-in price of the listings in the newest SH reading. Gate on 'SH as of'.
SH median priceea.sh_median_price_current	Observed, dollarsMax plan	Middle price before fees of the listings in the newest SH reading. Gate on 'SH as of'.
SH ticketsea.sh_tickets_current	Observed, countMax plan	Tickets listed in the newest SH reading. Zero means read and empty; empty means never read. Counts do not compare across sources. Gate on 'SH as of'.
SH deal score at lowestea.sh_deal_score_at_lowest	Observed, scoreMax plan	The SH deal score at lowest: the market's own score, 0 to 10, for the lowest-priced listing it scores in its newest reading. Each market scores one event's listings against each other, so only the scale is shared across markets. Empty when no listing has a score. Gate on 'SH as of'.
SH lowest all-in Δ7dea.sh_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far the cheapest SH ticket with all fees moved in a week. SH sets its fee level per read, so this can move on fees alone. Gate on 'SH as of'.
SH lowest all-in %Δ7dea.sh_lowest_aip_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'SH as of'.
SH lowest price Δ7dea.sh_lowest_price_delta_7d	Change, dollarsMax plan	How far the cheapest SH ticket before fees moved in a week. Empty until SH has a reading from a week before. Gate on 'SH as of'.
SH lowest price %Δ7dea.sh_lowest_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'SH as of'.
SH interestea.sh_interest	Observed, peopleMax plan	The most people viewing the event in one hour on SH, on the day of 'SH interest as of'. Higher means more interest, which often shows before prices move. Empty before the first reading.
SH interest Δ1dea.sh_interest_d1	Change, peopleMax plan	How much SH interest moved since the day before. Positive means attention is building.
SH interest Δ7dea.sh_interest_d7	Change, peopleMax plan	How much SH interest moved over a week. Steadier than the 1 day change, so better for a real trend.
SH interest nowea.sh_interest_now	Observed, peopleMax plan	People viewing the event on SH in the past hour, at the newest read. Faster and noisier than SH interest. Gate on 'SH interest now as of'.
SH readingsea.sh_demand_reads	Observed, countMax plan	How many times SH was read on the day of 'SH interest as of'. SH interest is the highest of those reads.
Selling fastea.sh_selling_fast	Observed, yes or noMax plan	Yes when the SH event page showed its Selling fast badge at the read of 'Selling fast as of'. No when it showed another badge or none.
SH as ofea.sh_asof_at	As of, timeMax plan	When the newest SH reading was taken. Filter on it to screen on recent readings.
SH interest now as ofea.sh_demand_now_at	As of, timeMax plan	When the read behind SH interest now was taken. Filter on it to screen on recent readings.
SH interest as ofea.sh_demand_asof_date	As of, dateMax plan	The day the SH interest readings were taken. Filter on it to screen on recent readings.
Selling fast as ofea.sh_signals_asof_at	As of, timeMax plan	When the SH read behind Selling fast was taken. Filter on it to screen on recent readings.

SG

Column	Type	What it measures
SG lowest all-inea.sg_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest SG resale ticket with all fees included, from the newest SG reading. Empty when there is no reading or no listing. Gate on 'SG as of'.
SG lowest priceea.sg_lowest_price_current	Observed, dollarsMax plan	Cheapest SG resale ticket before fees, from the newest SG reading. Gate on 'SG as of'.
SG median all-inea.sg_median_aip_price_current	Observed, dollarsMax plan	Middle all-in price of the listings in the newest SG reading. Gate on 'SG as of'.
SG median priceea.sg_median_price_current	Observed, dollarsMax plan	Middle price before fees of the listings in the newest SG reading. Gate on 'SG as of'.
SG ticketsea.sg_tickets_current	Observed, countMax plan	Tickets listed in the newest SG reading. Zero means read and empty; empty means never read. Counts do not compare across sources. Gate on 'SG as of'.
SG deal score at lowestea.sg_deal_score_at_lowest	Observed, scoreMax plan	The SG deal score at lowest: the market's own score, 0 to 10, for the lowest-priced listing it scores in its newest reading. Each market scores one event's listings against each other, so only the scale is shared across markets. Empty when no listing has a score. Gate on 'SG as of'.
SG lowest all-in Δ7dea.sg_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far the cheapest SG ticket with all fees moved in a week. SG sets its fee level per read, so this can move on fees alone. Gate on 'SG as of'.
SG lowest all-in %Δ7dea.sg_lowest_aip_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'SG as of'.
SG lowest price Δ7dea.sg_lowest_price_delta_7d	Change, dollarsMax plan	How far the cheapest SG ticket before fees moved in a week. Empty until SG has a reading from a week before. Gate on 'SG as of'.
SG lowest price %Δ7dea.sg_lowest_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'SG as of'.
SG as ofea.sg_asof_at	As of, timeMax plan	When the newest SG reading was taken. Filter on it to screen on recent readings.

GT

Column	Type	What it measures
GT lowest all-inea.gt_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest GT resale ticket with all fees included, from the newest GT reading. Empty when there is no reading or no listing. Gate on 'GT as of'.
GT lowest priceea.gt_lowest_price_current	Observed, dollarsMax plan	Cheapest GT resale ticket before fees, from the newest GT reading. Gate on 'GT as of'.
GT median all-inea.gt_median_aip_price_current	Observed, dollarsMax plan	Middle all-in price of the listings in the newest GT reading. Gate on 'GT as of'.
GT median priceea.gt_median_price_current	Observed, dollarsMax plan	Middle price before fees of the listings in the newest GT reading. Gate on 'GT as of'.
GT ticketsea.gt_tickets_current	Observed, countMax plan	Tickets listed in the newest GT reading. Zero means read and empty; empty means never read. Counts do not compare across sources. Gate on 'GT as of'.
GT lowest all-in Δ7dea.gt_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far the cheapest GT ticket with all fees moved in a week. Empty until GT has a reading from a week before. Gate on 'GT as of'.
GT lowest all-in %Δ7dea.gt_lowest_aip_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'GT as of'.
GT lowest price Δ7dea.gt_lowest_price_delta_7d	Change, dollarsMax plan	How far the cheapest GT ticket before fees moved in a week. It moves only when a seller's price moves. Gate on 'GT as of'.
GT lowest price %Δ7dea.gt_lowest_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'GT as of'.
GT as ofea.gt_asof_at	As of, timeMax plan	When the newest GT reading was taken. Filter on it to screen on recent readings.

TM resale

Column	Type	What it measures
TM resale lowest priceea.tmr_lowest_price_current	Observed, dollarsMax plan	Cheapest ticket resold on TM, before fees. Empty when the event has no TM resale market. Gate on 'TM as of'.
TM resale all-inea.tmr_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest TM resale ticket with all fees included. Gate on 'TM as of'.
TM resale median priceea.tmr_median_price_current	Observed, dollarsMax plan	Middle price before fees on the TM resale market. Empty when the event has no TM resale market. Gate on 'TM as of'.
TM resale median all-inea.tmr_median_aip_price_current	Observed, dollarsMax plan	Middle price with all fees included on the TM resale market. Empty when the event has no TM resale market. Gate on 'TM as of'.
TM resale ticketsea.tmr_tickets_current	Observed, countMax plan	How many tickets are being resold on TM. Gate on 'TM as of'.
TM resale all-in Δ7dea.tmr_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far TM resale all-in moved over a week, in dollars. Positive means it went up.
TM resale all-in %Δ7dea.tmr_lowest_aip_price_pct_7d	Change, percentMax plan	How far TM resale all-in moved over a week, in percent.
TM resale as ofea.tmr_asof_at	As of, timeMax plan	When the TM resale columns were last read. Filter on it to screen on recent readings.

TM

Column	Type	What it measures
TM lowest priceea.tm_lowest_price_current	Observed, dollarsMax plan	Cheapest primary ticket, not a resale, before fees. Gate on 'TM as of'.
TM lowest all-inea.tm_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest primary ticket with all fees included. Gate on 'TM as of'.
TM median priceea.tm_median_price_current	Observed, dollarsMax plan	Middle primary price before fees: half cost more, half cost less. Gate on 'TM as of'.
TM median all-inea.tm_median_aip_price_current	Observed, dollarsMax plan	Middle primary price with all fees included: half cost more, half cost less. Gate on 'TM as of'.
TM ticketsea.tm_tickets_current	Observed, countMax plan	How many tickets the primary market still has. Empty means not reported, zero means none left; gate on 'TM as of'.
TM tickets Δ1dea.tm_tickets_delta_1d	Change, countMax plan	How many more or fewer tickets the primary market has than the day before its latest reading. Negative means fewer are left. Gate on 'TM as of'.
TM tickets Δ7dea.tm_tickets_delta_7d	Change, countMax plan	How many more or fewer tickets the primary market has than a week before its latest reading. Negative means the primary market is emptying. Gate on 'TM as of'.
TM lowest price Δ7dea.tm_lowest_price_delta_7d	Change, dollarsMax plan	How far the cheapest primary ticket moved in a week, before fees. Gate on 'TM as of'.
TM lowest all-in Δ7dea.tm_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far the cheapest primary ticket with all fees moved in a week. Gate on 'TM as of'.
TM lowest all-in %Δ7dea.tm_lowest_aip_price_pct_7d	Change, percentMax plan	How far the cheapest primary ticket with all fees moved in a week, in percent. Gate on 'TM as of'.
TM tickets %Δ3dea.tm_tickets_pct_3d	Change, percentMax plan	How far the primary market's ticket count moved in three days, in percent. -100% means it went from tickets on sale to none. Gate on 'TM as of'.
TM sellse.tm_sells	Event fact, yes or noMax plan	Yes when TM sells the event as its own primary market. No when TM does not list it, lists only resale, or lists another company's sale.
TM as ofea.tm_asof_at	As of, timeMax plan	When the TM columns were last read. Filter on it to screen on recent readings.

MLB

Column	Type	What it measures
MLB lowest priceea.mlb_lowest_price_current	Observed, dollarsMax plan	Cheapest ticket on the club's own primary market, before fees, ordinary public seats only. Gate on 'MLB as of'.
MLB lowest all-inea.mlb_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest primary ticket with the fees the club discloses. Can be empty while the face price is known. Gate on 'MLB as of'.
MLB ticketsea.mlb_tickets_current	Observed, countMax plan	How many tickets the club's primary market has available. Zero means the primary market was read and had none; empty means no reading. Gate on 'MLB as of'.
MLB currencyea.mlb_currency	Observed, textMax plan	USD or CAD. Prices are never converted, so filter on it before comparing clubs.
MLB as ofea.mlb_asof_at	As of, timeMax plan	When the primary market itself measured the MLB columns. Filter on it to screen on recent readings.
MLB completenessea.mlb_completeness	Observed, categoryMax plan	complete, partial (a newer read failed, values are the last good ones) or unknown. Gate on 'MLB as of'.
MLB price methodea.mlb_price_method	Observed, categoryMax plan	How the primary market priced the reading: exact-pricepoint, reserved-detail, macro-reference, mixed or unsupported. Gate on 'MLB as of'.
MLB lowest price Δ1dea.mlb_lowest_price_d1	Change, dollarsMax plan	How far the cheapest primary ticket moved since the day before, before fees. Gate on 'MLB as of'.
MLB lowest all-in Δ1dea.mlb_lowest_aip_price_d1	Change, dollarsMax plan	How far the cheapest all-in primary ticket moved since the day before. Gate on 'MLB as of'.
MLB tickets Δ1dea.mlb_tickets_d1	Change, countMax plan	How many more or fewer tickets the club's primary market has than the day before. A change in what is available. Gate on 'MLB as of'.

Inventory & demand

Column	Type	What it measures
Absorbed 1dea.absorption_count_1d	Observed, count	How many tickets left the market on the day of 'Absorption as of': bought, pulled or expired. A ticket that comes back on sale comes off the count, so a day can be negative. Read it beside Added 1d.
Absorbed 7dea.absorption_count_7d	Observed, count	How many tickets left the market in the 7 days ending on 'Absorption as of': bought, pulled, moved to another exchange or expired. A ticket that comes back on sale comes off the count, so a figure can go down later and can be negative. Judge it against Tickets.
Absorbed 7d (settled)ea.absorption_settled_7d	Observed, count	The settled part of Absorbed 7d: only exits that are confirmed and old enough that a return is unlikely. It leaves out the newest days, so it reads lower than Absorbed 7d and moves much less after it is published.
Absorption rate 7dea.absorption_rate_7d	Derived, 0 to 1	The share of the market that emptied out in the 7 days ending on 'Absorption as of': tickets gone divided by tickets gone plus tickets listed on that day. From 0 to 1 whenever Absorbed 7d is 0 or more. When Absorbed 7d is negative the rate is negative too and can fall far below -1, so read Absorbed 7d beside it.
Added 1dea.listings_added_count_1d	Observed, count	How many tickets sellers put up on the day of 'Absorption as of'. Empty, not 0, when the event has no ticket-flow reading.
Added 7dea.listings_added_count_7d	Observed, count	How many tickets sellers put up in the 7 days ending on 'Absorption as of'. A jump means supply is piling in, which often pushes prices down.
Absorption coverageea.absorption_grain	Derived, text	Whether Ticker follows the event's listings closely enough to count tickets in and out. 'listing' means it does; empty means the ticket-flow columns have no reading.
Absorption qualityea.absorption_data_quality	Derived, 0 to 1	How complete the ticket-flow reading behind Absorbed and Added is, from 0 to 1, higher is more complete. Keep it at 0.5 or more for the steadiest readings.
Absorption as ofea.absorption_asof_date	As of, date	The day the ticket-flow columns describe. The 1d columns are that day, and the 7d columns are the 7 days ending on it.
Inv velocityea.inventory_velocity_1d	Derived, 0 to 1	How much the number of listings changed in a single day, as a share of the listings on sale. Beyond about 0.15 either way is a big one-day swing in supply.
Listingsea.listings_current	Observed, count	Resale listings on sale now, not primary stock. One listing can hold several tickets, so this counts listings, not seats.
Listings Δ1dea.listings_delta_1d	Change, count	How far Listings moved since the day before, as a count. Positive means it went up.
Listings Δ7dea.listings_delta_7d	Change, count	How many more or fewer listings there are than a week ago. Negative means sellers are leaving the market.
Listings %Δ1dea.listings_pct_1d	Change, percent	How far the number of listings moved since the day before, in percent.
Listings %Δ7dea.listings_pct_7d	Change, percent	How far the number of listings moved in a week, in percent.
Inv velocity (tour)ea.inventory_velocity_1d_xs_z_tour_tte	Derived, σ	Inv velocity set against the performer's other dates at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 5 such dates.
Secondary remainingea.percent_remaining	Observed, percent	Listed tickets as a share of venue capacity on the secondary market, meaning resale rather than primary market. Above 100 means more tickets are listed than the room holds. Empty when there is no snapshot yet.
Ticketsea.tickets_current	Observed, count	Tickets on sale across every resale listing, not primary stock. This one counts seats, not sellers.
Tickets Δ1dea.tickets_delta_1d	Change, count	How far Tickets moved since the day before, as a count. Positive means it went up.
Tickets Δ7dea.tickets_delta_7d	Change, count	How many more or fewer tickets are on sale than a week ago. Negative means fewer seats are available.
Tickets %Δ1dea.tickets_pct_1d	Change, percent	How far the number of tickets on sale moved since the day before, in percent.
Tickets %Δ7dea.tickets_pct_7d	Change, percent	How far the number of tickets on sale moved in a week, in percent.
Inv velocity rank (peer)ea.inventory_velocity_1d_pct_rank_subcat_tte	Derived, 0 to 1	Where Inv velocity ranks among similar events, the same subcategory at a similar distance from event day, from 0 for the lowest to 1 for the highest. Empty when there are fewer than 30 similar events.
Inv velocity (peer)ea.inventory_velocity_1d_xs_z_subcat_tte	Derived, σ	Inv velocity set against similar events: the same subcategory at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 30 similar events.
Primary remainingea.tm_percent_remaining	Observed, percentMax plan	Tickets the primary market still has, as a share of venue capacity, on the primary market. Above 100 means more tickets are listed than the room holds. Empty when the venue capacity is not known. Gate on 'TM as of'.
Primary remaining Δ7dea.tm_percent_remaining_delta_7d	Change, percentMax plan	How many points the primary market's share of the room moved in a week, on the primary market. Negative means the primary market is emptying. Empty when either reading or the venue capacity is missing. Gate on 'TM as of'.
Primary GA tickets remainingea.tm_ga_tickets_current	Observed, countMax plan	General admission tickets the primary market still has, with every GA area added together, so a floor and a pit read as one total. GA floors at seated venues count too. Zero means none left. Empty means no usable GA count, which includes events with no GA section. Price columns beside it, such as Median %Δ7d, cover the whole event. Gate on 'GA as of'.
GA as ofea.tm_ga_asof_at	As of, timeMax plan	When the primary market reported the reading behind the GA count. It is that reading's own time, not when the count last changed. Filter on it to screen on recent readings.

Demand

Column	Type	What it measures
Interestea.interest	Observed, people	The most people viewing the event in one hour on the marketplace, on its latest demand date, as a whole number. Higher means more interest, which often shows before prices move. Empty before the first reading.
Interest Δ1dea.interest_d1	Change, people	How much Interest moved since the day before. Positive means attention is building.
Interest Δ7dea.interest_d7	Change, people	How much Interest moved over a week. Steadier than the 1 day change, so better for a real trend.
Interest nowea.interest_now	Observed, people	People viewing the event in an hour at the newest reading. Faster and noisier than Interest. Gate on 'Interest now as of'.
Interest now as ofea.demand_now_at	As of, time	When the reading behind Interest now was taken. Filter on it to screen on recent readings.
Demand as ofea.demand_asof_date	As of, date	The day the demand readings were taken. Filter on it to screen on recent readings.

Momentum & signals

Column	Type	What it measures
Data qualityea.data_quality_score	Derived, 0 to 1	How much price history stands behind the event's signal columns, from 0 to 1. Higher means more history.
Pace zea.pace_z_3d_vs_14d	Derived, σ	Whether tickets have started leaving faster or slower over the last 3 days than they did over the two weeks before. Negative means listings are emptying faster.
Pace z rank (peer)ea.pace_z_3d_vs_14d_pct_rank_subcat_tte	Derived, 0 to 1	Where Pace z ranks among similar events, the same subcategory at a similar distance from event day, from 0 for the lowest to 1 for the highest. Empty when there are fewer than 30 similar events.
Pace z (peer)ea.pace_z_3d_vs_14d_xs_z_subcat_tte	Derived, σ	Pace z set against similar events: the same subcategory at a similar distance from event day. Empty when there are fewer than 30 similar events.
Peer countea.peer_n_subcat_tte	Derived, count	How many similar events, the same subcategory at a similar distance from event day, the peer columns compare against. The peer columns are empty below 30.
Tour peer countea.peer_n_tour_tte	Derived, count	How many of the performer's dates at a similar distance from event day the tour columns compare against. The tour columns are empty below 5.
Price z (tour)ea.price_self_z_7d_xs_z_tour_tte	Derived, σ	Price z 7d set against the performer's other dates at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 5 such dates.
Pace z (tour)ea.pace_z_3d_vs_14d_xs_z_tour_tte	Derived, σ	Pace z set against the performer's other dates at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 5 such dates.
Vol regime (tour)ea.vol_regime_ratio_xs_z_tour_tte	Derived, σ	Vol regime set against the performer's other dates at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 5 such dates.
Price z 1dea.price_self_z_1d	Derived, σ	How unusual the latest 1 day price move is for the event, against its own recent swing. Past 2 either way stands out.
Price z 7dea.price_self_z_7d	Derived, σ	How unusual this week's price move is for this event, measured against its own normal swing. Past 2 either way is a genuinely odd move rather than everyday noise.
Price z rank (peer)ea.price_self_z_7d_pct_rank_subcat_tte	Derived, 0 to 1	Where Price z 7d ranks among similar events, the same subcategory at a similar distance from event day, from 0 for the lowest to 1 for the highest. Empty when there are fewer than 30 similar events.
Price z (peer)ea.price_self_z_7d_xs_z_subcat_tte	Derived, σ	How unusual the event's weekly price move is next to similar events: the same subcategory at a similar distance from event day. Empty when there are fewer than 30 similar events.
Vol regimeea.vol_regime_ratio	Derived, multiple	This event's price swing over the last week divided by its swing over the last month. Above 1.5 means prices have turned much choppier than they normally are.
Vol regime rank (peer)ea.vol_regime_ratio_pct_rank_subcat_tte	Derived, 0 to 1	Where Vol regime ranks among similar events, the same subcategory at a similar distance from event day, from 0 for the lowest to 1 for the highest. Empty when there are fewer than 30 similar events.
Vol regime (peer)ea.vol_regime_ratio_xs_z_subcat_tte	Derived, σ	Vol regime set against similar events: the same subcategory at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 30 similar events.
Vol 7dea.volatility_7d	Derived, percent	How much the middle price bounced around over the last week, as a percentage of its own average. Higher means a less settled market.
Vol 14dea.volatility_14d	Derived, percent	How much the middle price bounced around over the last two weeks. Steadier than the 7 day reading.
Vol 28dea.volatility_28d	Derived, percent	How much the middle price bounced around over the last four weeks. This is the everyday baseline the shorter swings get judged against.
P25 z 7dea.p25_price_self_z_7d	Derived, σ	This week's move in P25 price, against the event's own normal swing. Cheap tickets clearing out near the event move it less than Price z 7d, and the two compare directly. Past 2 either way stands out.
P25 z rank (peer)ea.p25_price_self_z_7d_pct_rank_subcat_tte	Derived, 0 to 1	Where P25 z 7d ranks among similar events, the same subcategory at a similar distance from event day, from 0 for the lowest to 1 for the highest. Empty when there are fewer than 30 similar events.
P25 z (peer)ea.p25_price_self_z_7d_xs_z_subcat_tte	Derived, σ	P25 z 7d set against similar events: the same subcategory at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 30 similar events.
P25 z (tour)ea.p25_price_self_z_7d_xs_z_tour_tte	Derived, σ	P25 z 7d set against the performer's other dates at a similar distance from event day. Past 2 either way stands out. Empty when there are fewer than 5 such dates.

Weather

Column	Type	What it measures
Weather stateea.weather_state	Observed, categoryPro plan	Bad, Cleared or Fair for the event's day. Bad is a storm or snow, a 60% chance of rain, a quarter inch of rain, or strong wind inside 7 days, or an uncomfortable temperature inside 10. Cleared was Bad and is calm again.
Rain chanceea.weather_rain_chance	Observed, percentPro plan	The highest chance of rain over the event's day.
Rainea.weather_rain_in	Observed, inchesPro plan	Total rain forecast over the event's day, in inches.
Windea.weather_wind_mph	Observed, mphPro plan	The strongest sustained wind forecast over the event's day.
Feels likeea.weather_feels_like_f	Observed, °FPro plan	What the temperature feels like at the hour the event starts.
Roofea.venue_roof	Observed, categoryPro plan	Open to the sky, a retractable roof, or fixed (a dome, an arena, a theater). Unknown until the venue is labeled.

Performer

Column	Type	What it measures
Avg likespa.avg_likes_current	Social, count	Average likes per post on the performer's X account. Empty without X data.
Avg likes Δ1dpa.avg_likes_delta_1d	Change, count	How far Avg likes moved since the day before, as a count. Positive means it went up.
Avg likes Δ7dpa.avg_likes_delta_7d	Change, count	How far Avg likes moved over a week, as a count. Positive means it went up.
Performer lowest pricepa.avg_lowest_price_current	Observed, dollars	Average lowest price before fees across the performer's active events.
Performer lowest price Δ1dpa.avg_lowest_price_delta_1d	Change, dollars	How far Performer lowest price moved since the day before, in dollars. Positive means it went up.
Performer lowest price Δ7dpa.avg_lowest_price_delta_7d	Change, dollars	How far Performer lowest price moved over a week, in dollars. Positive means it went up.
Performer lowest price %Δ1dpa.avg_lowest_price_pct_1d	Change, percent	How far Performer lowest price moved since the day before, in percent.
Performer lowest price %Δ7dpa.avg_lowest_price_pct_7d	Change, percent	How far Performer lowest price moved over a week, in percent.
Performer median pricepa.avg_median_price_current	Observed, dollars	Average middle price before fees across the performer's active events.
Performer median price Δ1dpa.avg_median_price_delta_1d	Change, dollars	How far Performer median price moved since the day before, in dollars. Positive means it went up.
Performer median price Δ7dpa.avg_median_price_delta_7d	Change, dollars	How far Performer median price moved over a week, in dollars. Positive means it went up.
Performer median price %Δ1dpa.avg_median_price_pct_1d	Change, percent	How far Performer median price moved since the day before, in percent.
Performer median price %Δ7dpa.avg_median_price_pct_7d	Change, percent	How far Performer median price moved over a week, in percent.
Performer price zpa.avg_price_self_z_7d	Derived, σ	How unusual this week's price move is across all of the performer's events, against their own normal. Past 2 either way stands out. Gate on Price density.
Performer eventspa.event_count	Observed, count	How many active events the performer has on sale.
Likespa.likes_current	Social, count	Likes across the performer's recent X posts.
Likes Δ1dpa.likes_delta_1d	Change, count	How far Likes moved since the day before, as a count. Positive means it went up.
Likes Δ7dpa.likes_delta_7d	Change, count	How far Likes moved over a week, as a count. Positive means it went up.
Performer listingspa.listings_current	Observed, count	Resale listings across all of the performer's active events.
Performer listings Δ1dpa.listings_delta_1d	Change, count	How far Performer listings moved since the day before, as a count. Positive means it went up.
Performer listings Δ7dpa.listings_delta_7d	Change, count	How far Performer listings moved over a week, as a count. Positive means it went up.
Postspa.posts_current	Social, count	How many recent posts the performer's X account has, averaged across readings.
Posts Δ1dpa.posts_delta_1d	Change, count	How far Posts moved since the day before, as a count. Positive means it went up.
Posts Δ7dpa.posts_delta_7d	Change, count	How far Posts moved over a week, as a count. Positive means it went up.
Price densitypa.price_data_density	Derived, 0 to 1	How many of the last 28 days have a price reading for the performer, from 0 to 1. Keep it at 0.5 or more before you trust Performer price z.
Performer vol 7dpa.price_volatility_7d	Derived, percent	How much the performer's average middle price bounced around over the last week, as a percentage of its own average.
Performer vol 14dpa.price_volatility_14d	Derived, percent	How much the performer's average middle price bounced around over the last two weeks, as a percentage of its own average.
Repliespa.replies_current	Social, count	Replies across the performer's recent X posts.
Replies Δ1dpa.replies_delta_1d	Change, count	How far Replies moved since the day before, as a count. Positive means it went up.
Replies Δ7dpa.replies_delta_7d	Change, count	How far Replies moved over a week, as a count. Positive means it went up.
Repostspa.retweets_current	Social, count	Reposts across the performer's recent X posts.
Reposts Δ1dpa.retweets_delta_1d	Change, count	How far Reposts moved since the day before, as a count. Positive means it went up.
Reposts Δ7dpa.retweets_delta_7d	Change, count	How far Reposts moved over a week, as a count. Positive means it went up.
Social densitypa.social_data_density	Derived, 0 to 1	How many of the last 28 days have an X reading for the performer, from 0 to 1. Keep it at 0.5 or more before you trust the social z columns.
𝕏 Buzz zpa.social_engagement_self_z_7d	Derived, σ	How much more or less reaction the performer's X posts get this week than they usually do. Past 2 either way is a real spike in attention. Gate on Social density.
Likes zpa.social_likes_self_z_7d	Derived, σ	How unusual this week's likes are for the performer, against their own normal. Past 2 either way stands out. Gate on Social density.
Views zpa.social_views_self_z_7d	Derived, σ	How unusual this week's views are for the performer, against their own normal. Views are easier to inflate than likes or replies, so 𝕏 Buzz z is the stronger read. Gate on Social density.
Performer ticketspa.tickets_current	Observed, count	Tickets on sale across all of the performer's active events.
Performer tickets Δ1dpa.tickets_delta_1d	Change, count	How far Performer tickets moved since the day before, as a count. Positive means it went up.
Performer tickets Δ7dpa.tickets_delta_7d	Change, count	How far Performer tickets moved over a week, as a count. Positive means it went up.
Viewspa.views_current	Social, count	Views across the performer's recent X posts.
Views Δ1dpa.views_delta_1d	Change, count	How far Views moved since the day before, as a count. Positive means it went up.
Views Δ7dpa.views_delta_7d	Change, count	How far Views moved over a week, as a count. Positive means it went up.
Popularity rankpa.popularity_rank	Observed, rank	Where the performer sits on the marketplace's popularity ranking. Higher is better. Empty when the performer is unranked. Gate on 'Rank as of'.
Lifetime rankpa.lifetime_rank	Observed, rank	Where the performer sits on the marketplace's all-time ranking. Higher is better. Empty when the performer is unranked.
Popularity rank Δ7dpa.popularity_rank_d7	Change, rank	How many places the performer moved on the recent ranking over a week. Positive means climbing.
Popularity rank Δ28dpa.popularity_rank_d28	Change, rank	How many places the performer moved on the recent ranking over four weeks. Positive means climbing, and the longer window cuts out week-to-week noise.
Rank as ofpa.rank_asof_date	As of, date	The day the ranking was read. Filter on it to screen on recent rankings.
Performer interestpa.interest	Observed, score	The Interest score across everything the performer has on sale, not one event. It runs far larger than the event's Interest, so never reuse a threshold between the two.
Performer interest Δ1dpa.interest_d1	Change, score	How much Performer interest moved since the day before. Positive means attention on the act is building.
Performer interest Δ7dpa.interest_d7	Change, score	How much Performer interest moved over a week. Steadier than the 1 day change.
Performer demand as ofpa.demand_asof_date	As of, date	The day the performer's demand reading was taken. Filter on it to screen on recent readings.
Playoff probabilitypa.playoff_prob_current	Prediction market, 0 to 1	The traded chance, from 0 to 1, that the team or player qualifies for the next stage of its competition, usually a league postseason. Read it as qualifies, not always as makes the playoffs. Empty when no such market maps to the performer.
Playoff prob as ofpa.playoff_prob_asof_date	As of, date	The day of the reading behind Playoff probability.
Market probabilitypa.kalshi_prob_current	Prediction market, 0 to 1	The traded chance, from 0 to 1, on the one prediction market the performer maps to. The question differs per performer, such as top a chart, win a division or win an award, so two rows rarely compare. For a team's playoff chances use Playoff probability.
Market as ofpa.kalshi_prob_asof_date	As of, date	The day of the reading behind Market probability.
Market Δ7dpa.kalshi_prob_delta_7d	Change, 0 to 1	How far Market probability moved against a reading at least 7 days earlier, on the 0 to 1 scale. Empty without an earlier reading.
Market zpa.kalshi_prob_self_z_7d	Derived, σ	How unusual Market probability is against its own previous seven days of readings. Past 2 either way stands out. Empty with fewer than three earlier days.

GO

Column	Type	What it measures
GO lowest all-inea.go_lowest_aip_price_current	Observed, dollarsMax plan	Cheapest GO ticket with all fees included, from the newest GO reading. Empty when there is no reading or no ticket on sale. Gate on 'GO as of'.
GO ticketsea.go_tickets_current	Observed, countMax plan	Tickets on sale in the newest GO reading. Zero means read and empty; empty means never read. Counts do not compare across sources. Gate on 'GO as of'.
GO lowest all-in Δ7dea.go_lowest_aip_price_delta_7d	Change, dollarsMax plan	How far the cheapest GO ticket with all fees moved in a week. Gate on 'GO as of'.
GO lowest all-in %Δ7dea.go_lowest_aip_price_pct_7d	Change, percentMax plan	The same weekly move as a percentage. Gate on 'GO as of'.
GO as ofea.go_asof_at	As of, timeMax plan	When the newest GO reading was taken. Filter on it to screen on recent readings.

AQ

Column	Type	What it measures
AQ get-inea.aq_get_in_price_current	Observed, dollarsMax plan	The cheapest listing in the newest AQ reading. AQ is a resale source, and its prices are not all-in: compare it with a price before fees. Empty when there is no reading or no listing. Gate on 'AQ as of'.
AQ averageea.aq_average_price_current	Observed, dollarsMax plan	The mean listing price in the newest AQ reading, before fees: a mean over listings, not over tickets. Gate on 'AQ as of'.
AQ ticketsea.aq_tickets_current	Observed, countMax plan	Resale tickets in the newest AQ reading. Zero means gone; empty means never read. Counts do not compare across sources. Gate on 'AQ as of'.
AQ listingsea.aq_listings_current	Observed, countMax plan	Resale listings in the newest AQ reading. Zero means listed in the reading before and gone from this one; empty means never read. Gate on 'AQ as of'.
AQ as ofea.aq_asof_at	As of, timeMax plan	When the newest AQ reading was taken. Filter on it to screen on recent readings.