Methodology

Data inventory, all 122 tables, sortable

Companion view to the categorised data inventory. One row per table; sort by status to find the stale ones, filter by category or family, click any family chip to jump to its alpha-family page.

How freshness is graded: each table is scored against its own expected publish cadence, not one global clock. A daily price feed is flagged within a week; a monthly macro series, a quarterly 13F, or an annually-published academic dataset (KPSS patents, USPTO applications, Fama-French) is only flagged once it falls behind its schedule, so a naturally-lagged source does not masquerade as stale. Sources we intentionally do not keep current (a deprecated feed with a successor, or a paid/restricted panel we could not obtain) are marked Inactive rather than stale; hover any status for the reason.

Data integrity notes: the daily_prices table was cleaned of approximately 103,000 spurious non-trading-day rows caused by a UTC-vs-Pacific timezone drift in the historical ingest. The write layer now enforces the NYSE trading calendar (via pandas-market-calendars) at the chokepoint for all equity and ETF tickers; 24-7 crypto tickers are excluded from this filter.

122 tables · 332 consuming families · 81,010,324 total rows · refreshed 2026-06-20

122 of 122
TableCategorySourceCadenceStatusRowsLatest rowAge / SLA (d)# Fam.
nasa_black_marble_msa
Nighttime lights per MSA — economic-activity proxy.
Weather & ClimateNASA-Very stale842024-07-01718 / 50
1
noaa_strat_temp
Polar-vortex / SSW detection input.
Weather & ClimateNOAA-Very stale1,7822026-04-0179 / 21
1
census_ft900
US international trade balance by partner/product.
Commodities & TradeUS Census-Stale1,3742026-03-3180 / 50
2
fama_french_daily
Daily FF5 + momentum factor returns.
Macro & RatesKen French data lib-Stale15,8112026-04-3050 / 45
2
noaa_oni
ENSO state index — El Niño / La Niña phases.
Weather & ClimateNOAA-Stale602026-04-0179 / 50
2
sec_comment_letters
SEC reviewer comment letters — comment-letter-drift signal.
SEC FilingsSEC EDGAR-Stale84,9672026-04-2456 / 50
1
box_office_distributor_ticker_map
Distributor → parent-ticker mapping.
Synthetic / Derivedin-house-Reference452026-05-2228
5
corporate_jets_lookup
Aircraft registration → owner mapping.
Synthetic / DerivedFAA-Reference17,0272026-06-190
1
steam_publisher_ticker_map
Steam publisher → ticker mapping.
Synthetic / Derivedin-house-Reference302026-05-2327
5
stocksSynthetic / Derivedin-house-Reference11,268--
4
user_strategies
Production strategy table.
Synthetic / Derivedin-house-Reference417,4282026-06-190
1
usgs_state_zone_lookup
State→seismic-zone lookup.
Weather & ClimateUSGS-Reference5--
1
balance_sheets
Quarterly balance-sheet line items by ticker.
FundamentalsFMP-Recent95,8892026-03-3180 / 1000
bis_effective_rates
Nominal + real effective FX rates.
Macro & RatesBIS-Recent9002026-04-3050 / 50
1
corporate_jet_state_vectorsSynthetic / Derivedin-house-Recent12,3422026-06-145 / 70
eia_crude_storage
US crude oil storage levels.
Commodities & TradeEIA-Recent5282026-06-0514 / 21
3
eia_natgas_storage
US natural gas storage levels.
Commodities & TradeEIA-Recent1,5842026-06-0514 / 21
1
fed_speeches
Fed-governor speech tone/text — fed-speak signals.
Macro & RatesFederal Reserve-Recent4692026-06-136 / 7
1
jolts_industry_openings
Job-openings per industry — proxy_for_hiring.
Macro & RatesBLS-Recent2082026-04-0179 / 95
1
milliman_pension_fundingSynthetic / Derivedin-house-Recent642026-04-3050 / 500
oil_chokepoint_events
Suez/Hormuz/Bab-el-Mandeb disruption events.
Commodities & Tradein-house + EIA-Recent6832024-12-31535 / 540
1
pension_funding
S&P 1500 pension funding-ratio index.
Macro & RatesMilliman-Recent1952026-05-1733 / 50
1
port_throughput
Container-throughput TEUs per port.
Commodities & TradePort authorities-Recent602026-04-3050 / 50
3
sec_10k_business_text
10-K business-description text only (separate cadence).
SEC FilingsSEC EDGAR-Recent4,4702026-05-1436 / 50
2
sec_fail_to_deliver_daily
T+2 fails-to-deliver per ticker — sec_ftd_fail_pressure.
Short InterestSEC-Recent117,8842026-05-2921 / 30
4
transcript_finbert_scores
Per-transcript tone, dispersion, Q&A tone (FinBERT model).
Sentiment & Attentionin-house-Recent31,4242026-06-136 / 7
12
uspto_patent_applications
Patent application filings (1.3M rows).
Patents & InnovationUSPTO-Recent1,299,5502024-09-12645 / 800
2
acled_events
Worldwide conflict, protest, riot events.
Alt-Data EventsACLED-Fresh934,2432026-06-154 / 540
6
analyst_estimates
Analyst EPS/revenue consensus + dispersion.
FundamentalsFMP-Fresh32,6442026-06-163 / 50
3
bankruptcy_eventsSynthetic / Derivedin-house-Fresh682026-06-127 / 5400
box_office_daily
Daily film gross by title.
Sentiment & AttentionBox Office Mojo-Fresh9,0372026-06-190 / 7
5
cash_flows
Quarterly cash-flow statement line items.
FundamentalsFMP-Fresh94,0912026-12-310 / 50
3
cftc_cit_supplement
Commodity index swap-dealer positioning.
Commodities & TradeCFTC-Fresh79,2772026-06-0910 / 21
2
cftc_cot
Weekly futures positioning by trader type.
Commodities & TradeCFTC-Fresh85,1602026-06-0910 / 21
2
clinical_trials_phaseiii
Phase III trial events + outcomes.
Health & SafetyClinicalTrials.gov-Fresh116,3222026-06-154 / 7
3
cme_futures_settle
Daily settlement prices for ag/energy/metals futures.
Commodities & TradeCME-Fresh15,3452026-06-190 / 7
3
congress_trades
Senator/Representative STOCK Act disclosed trades.
Political & LobbyingQuiver-Fresh21,0372026-06-181 / 50
1
daily_prices
Daily OHLCV bars for ~11k US tickers, 2010–present. Adjusted closes.
Price & VolumePolygon-Fresh9,775,8022026-06-181 / 5
332
defi_tvl
Total Value Locked across DeFi protocols.
Commodities & TradeDeFi Llama-Fresh1,8592026-06-190 / 7
3
earnings_call_transcripts
Earnings-call transcripts text by symbol + fiscal period.
Sentiment & AttentionFMP-Fresh39,8172026-06-172 / 7
15
earnings_history
Reported vs estimated EPS by ticker × date. Feeds PEAD/SUE.
FundamentalsFMP-Fresh133,4672026-12-150 / 14
8
eia_degree_days
Regional HDD/CDD — natgas demand proxy.
Weather & ClimateEIA-Fresh19,9302026-06-163 / 21
4
election_odds
US election + policy event probabilities.
Political & LobbyingPredictIt + Polymarket-Fresh22,1752026-06-190 / 7
1
epu_index
Economic Policy Uncertainty index.
Macro & RatesBaker-Bloom-Davis-Fresh1,8612026-06-145 / 50
1
etf_holdings
Per-ETF constituent weights — etf_comembership signal.
Insider & OwnershipFMP-Fresh15,9442026-06-154 / 21
4
faers_adverse_events
Drug adverse-event reports.
Health & SafetyFDA-Fresh28,0002026-04-1565 / 120
3
faers_drug_severity_daily
Daily severity rollup by drug.
Synthetic / DerivedFDA-Fresh3272026-04-1565 / 120
2
fda_adcomm
AdCom meeting schedule + outcomes.
Health & SafetyFDA-Fresh1,4852026-06-190 / 7
4
fda_maude_device_severity_daily
Medical-device severity rollup.
Synthetic / DerivedFDA-Fresh11,7872026-05-3119 / 50
1
federal_contracts
Federal contract awards by ticker (~610k rows).
Political & LobbyingUSAspending-Fresh629,9032026-06-154 / 7
1
finra_short_volume
Daily short-sale volume per ticker.
Short InterestFINRA-Fresh12,507,1962026-06-181 / 7
4
firm_hq_locations
Per-ticker HQ state/city mapping.
Synthetic / Derivedin-house-Fresh5,7022026-05-1733 / 120
4
fred_macro
Macro series: DXY, HY/IG spreads, yield curve, CPI, unemployment.
Macro & RatesFRED-Fresh206,0752026-06-181 / 7
17
gdelt_country_tone
Per-country media tone aggregated daily.
Alt-Data EventsGDELT-Fresh74,0712026-06-181 / 7
5
gex_dailySynthetic / Derivedin-house-Fresh52026-06-181 / 70
gex_per_strikeSynthetic / Derivedin-house-Fresh3,5502026-06-181 / 70
google_trends_svi
Search-volume index per ticker.
Sentiment & AttentionGoogle-Fresh623,5512026-06-181 / 7
3
gpr_index
Geopolitical Risk index — gpr_geopolitical_risk.
Macro & RatesCaldara & Iacoviello-Fresh1,8382026-06-0811 / 50
2
homepage_snapshots
Daily homepage text/screenshot snapshots.
Alt-Data Eventsin-house-Fresh6952026-06-0217 / 45
1
income_statements
Quarterly income-statement line items.
FundamentalsFMP-Fresh95,5542026-06-300 / 1000
index_rebalance_events
S&P 500 / R3K rebalance adds/drops — index_rebalance_drift.
Alt-Data EventsS&P + MSCI-Fresh6552026-06-220 / 100
1
investor_holdings
Position-level 13F holdings (~875k rows).
Insider & OwnershipSEC EDGAR-Fresh1,528,4992026-06-0118 / 120
1
iso_load_forecasts
Regional electricity load forecasts.
Macro & RatesISOs-Fresh352026-06-200 / 7
1
key_metrics
Computed ratios: ROE, ROIC, EV/EBITDA, etc. Quarterly.
FundamentalsFMP-Fresh129,1752026-06-190 / 50
17
layoffs_fyi_events
Tech-sector mass-layoff events.
Alt-Data Eventslayoffs.fyi-Fresh522026-06-163 / 540
4
lme_warehouse_stocks
Global metals warehouse inventory.
Commodities & TradeLME-Fresh7,6982026-06-181 / 21
1
lobbying_disclosures
Per-issuer lobbying spend + issues filed.
Political & LobbyingSenate-Fresh52,7512026-06-154 / 100
2
marinecadastre_ais_aggregates
Aggregated AIS shipping activity — baltic_dry proxy.
Commodities & TradeNOAA MarineCadastre-Fresh3692026-06-136 / 21
1
market_regime_daily
Daily regime label (bull/bear/sideways/crisis) — Layer 7 output.
Synthetic / Derivedin-house-Fresh1,5532026-06-190 / 7
5
mobile_app_dau
Daily active users per app/ticker.
Sentiment & AttentionSensor Tower / similar-Fresh9582026-06-190 / 7
1
nft_volume_daily
Daily NFT trading volume by collection.
Sentiment & AttentionCryptoslam-Fresh16,2852026-06-190 / 7
2
nhtsa_vehicle_recalls
Auto recall events by manufacturer.
Health & SafetyNHTSA-Fresh6732026-06-154 / 540
3
nifc_fires
US wildfire incident records.
Weather & ClimateNIFC-Fresh31,4862026-06-200 / 21
2
noaa_ghcnd_daily
Daily temperature/precipitation by station.
Weather & ClimateNOAA-Fresh106,7182026-06-145 / 21
2
noaa_hurdat2
Atlantic hurricane historical track data.
Weather & ClimateNOAA-Fresh2,7042026-06-190 / 540
3
noaa_hurricane_outlook
Pre-season hurricane forecast.
Weather & ClimateNOAA-Fresh332026-06-0118 / 540
2
ofac_corporate_exposure
Computed sanctions exposure per US ticker.
Synthetic / DerivedOFAC-Fresh4,0082026-05-2327 / 120
2
ofac_sdn
Specially Designated Nationals sanctions list.
Alt-Data EventsOFAC-Fresh19,1522026-06-190 / 7
3
options_surface_dailySynthetic / Derivedin-house-Fresh948,3122026-06-181 / 70
options_surface_xs_ranksSynthetic / Derivedin-house-Fresh941,1582026-06-181 / 70
patent_innovation_value
Stock-market value of patents — KPSS panel.
Patents & InnovationKogan-Papanikolaou-Seru-Stoffman-Fresh86,0122026-04-0179 / 900
2
patent_litigation
Patent-lawsuit events by defendant.
Patents & InnovationUSPTO + PACER-Fresh1,0732026-06-181 / 540
2
polymarket_markets
Active prediction-market metadata.
Political & LobbyingPolymarket-Fresh10,2222026-06-190 / 7
8
polymarket_prices_daily
Daily yes/no prices for prediction markets.
Political & LobbyingPolymarket-Fresh13,9532026-06-190 / 7
7
sec_10k_sections
Parsed 10-K Item 1, 1A, 3, 7 text — text-NLP family input.
SEC FilingsSEC EDGAR-Fresh45,1552026-06-200 / 50
5
sec_13d_filings
Activist >5% beneficial-owner filings.
SEC FilingsSEC EDGAR-Fresh12,8052026-06-154 / 50
4
sec_13f_aggregate
Institutional holdings — n_filers, total_shares, delta.
SEC FilingsSEC EDGAR-Fresh118,6852026-05-1733 / 120
2
sec_13g_filingsSynthetic / Derivedin-house-Fresh74,3492026-06-127 / 500
sec_8k_events
Material events: M&A, departures, ratings — by item code.
SEC FilingsSEC EDGAR-Fresh646,0012026-06-181 / 3
11
sec_def14a_filings
Proxy statement filings — exec comp + governance.
SEC FilingsSEC EDGAR-Fresh27,3392026-06-181 / 50
2
sec_filing_similarity
Year-over-year 10-K text similarity — lazy_prices, filing_text_delta.
Synthetic / DerivedSEC EDGAR-Fresh33,1202026-06-172 / 50
2
sec_form_144_filings
Notice of proposed sale by affiliates; form_144_overhang short.
Insider & OwnershipSEC EDGARDaily 8:30am PTFresh62,1302026-06-154 / 50
3
sec_form_d_filings
Reg D private-placement notices.
SEC FilingsSEC EDGAR-Fresh1,5872026-06-118 / 50
1
sec_form10_filings
Spin-off registration filings — spin_off_drift trigger.
SEC FilingsSEC EDGAR-Fresh2672026-01-27143 / 5400
sec_insider_10b5_plans
Rule 10b5-1 trading-plan adoptions/cancellations.
Insider & OwnershipSEC EDGAR-Fresh4,8362026-06-181 / 50
2
sec_insider_trades
Insider buy/sell transactions — insider_form4, form4_cluster.
Insider & OwnershipSEC EDGAR-Fresh5,550,5832026-06-181 / 5
6
sec_proxy_contests
Activist proxy contests — proxy_contest_drift signal.
SEC FilingsSEC EDGAR-Fresh5,1032026-06-154 / 50
1
sec_reg_sho_threshold
Persistent FTD threshold-list inclusion.
Short InterestSEC-Fresh30,9312026-06-181 / 3
4
sec_s1_filings
IPO registration statements — ipo_underpricing input.
SEC FilingsSEC EDGAR-Fresh2,3802026-06-118 / 50
1
sec_seo_filings
Seasoned equity offerings — seo_underperformance trigger.
SEC FilingsSEC EDGAR-Fresh28,9692026-06-154 / 50
1
sec_shelf_takedowns
Shelf-registration takedowns — secondary_offering_dilution.
SEC FilingsSEC EDGAR-Fresh9,0712026-06-118 / 50
1
sipri_milex
Annual defense spending by country.
Political & LobbyingSIPRI-Fresh2,3472026-05-1733 / 800
1
steam_top_games_concurrent
Top-game concurrent user counts.
Sentiment & AttentionSteam-Fresh2,4542026-06-190 / 7
5
stock_borrow_rates
Per-ticker stock-loan borrow rate.
Short InterestIBKR-Fresh32,878,4332026-06-190 / 3
4
stocktwits_daily
Daily bullish/bearish message counts per ticker.
Sentiment & AttentionStockTwits-Fresh202,3972026-06-200 / 7
1
terror_events
Historical terror events with target/casualty data.
Alt-Data EventsGTD/START-Fresh3,1842026-06-172 / 540
4
tnic_peers
Text-based industry classification peers.
Synthetic / DerivedHoberg & Phillips-Fresh4,368,4522026-05-1436 / 400
2
tpu_index
Trade Policy Uncertainty index.
Macro & RatesCaldara & Iacoviello-Fresh1,8382026-06-0811 / 50
1
usda_crop_progress
Weekly crop-condition % by state × crop.
Commodities & TradeUSDA-Fresh103,6312026-06-145 / 21
3
usda_grain_basis
Regional cash-vs-futures grain basis.
Commodities & TradeUSDA-Fresh1,0872026-06-181 / 21
2
usda_wasde_yields
Monthly world agricultural supply/demand yields.
Commodities & TradeUSDA-Fresh4812026-06-118 / 50
1
usdm_drought
Weekly drought-severity map by county.
Weather & ClimateUSDM-Fresh13,8322026-06-0910 / 21
1
usgs_earthquakes
Global earthquake events.
Weather & ClimateUSGS-Fresh9,3142026-06-181 / 7
2
vix_term_structure
Computed front/back ratio + slope used by vol_of_vol_signal.
Synthetic / Derivedin-house-Fresh1,2812026-06-154 / 7
1
wikipedia_pageviews
Daily company-page views — wikipedia_attention_spike.
Sentiment & AttentionWikipedia-Fresh1,768,5012026-06-181 / 3
2
wsb_mentions
Reddit r/wallstreetbets mention counts.
Sentiment & AttentionApeWisdom-Fresh169,0262026-06-190 / 7
2
amazon_reviews
Per-product review velocity + rating.
Sentiment & AttentionAmazon-Inactive0--
1
clarkson_shipping
Clarkson shipping index — deprecated 2026-05-20.
Commodities & TradeClarkson-Inactive0--
1
corporate_jet_flights
Corporate-jet flight tracks. Deprecated; replaced by corporate_jet_state_vectors v2.
Alt-Data EventsADS-B (deprecated)-Inactive61,6112026-06-190
6
linkedin_headcount
Deprecated — ToS-restricted. Replaced by 10-K Item 1 employee count + BLS JOLTS.
Sentiment & AttentionLinkedIn (deprecated)-Inactive0--
1
options_chain_daily
Option chain snapshots. Successor: IBKR pull (gated, paper account).
Price & VolumeCBOE (frozen 2023-07-28)-Inactive3,161,6612023-07-281057
2
safegraph_visits
POI visit counts — store-traffic signal.
Sentiment & AttentionSafeGraph-Inactive0--
1
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