Sources & Markets · data for licence
Data for licence
Live — Korea (KRX / DART) · United Arab Emirates (ADX and DFM). In build — China A-shares, Hong Kong, India, Saudi Arabia and Taiwan. Same schema, same licence, same price. A new market is not a new contract.
We build datasets from public filings — Korea, and now the UAE (ADX+DFM) — and sell what the terminals don't carry — the labour fingerprint of listed companies, the broker tape, a near-census wage panel, and disclosures ranked by likely price impact. Every figure is re-derived from the source and ships with its own correction record.
This page is grouped by how you receive it, not by subject — because the first thing worth knowing is whether you can have it right now.
Every dataset below has a free page and a free sample. The full file — every row, as CSV and Parquet, with a data dictionary — is licensed. Prices are listed. You will not be asked to request a quote.
| Licence | What you get | Price | Billing |
|---|---|---|---|
| Page & sample | The published page and a sample file. No registration. | Free | — |
| Academic | One dataset for a thesis, dissertation or published paper. Cite us and we list your work. | $79 | One-time |
| Single dataset | One dataset, complete — CSV + Parquet + data dictionary — plus every release for twelve months. | $990 ($82.50/mo) | Per year, billed annually |
| All datasets | Every dataset on this page, plus every release for twelve months. | $2,990 ($249/mo) | Per year, billed annually |
Monthly figures in brackets are for comparison only — billing is annual, once. There is no monthly plan and no automatic renewal: your licence simply ends after twelve months unless you buy again. We will not put a card on file.
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Paid in US dollars, from any country. Card or PayPal — no PayPal account needed for cards. No account with us, no card kept on file, and no automatic renewal: an annual licence simply ends after twelve months unless you buy again. The download link never expires. Files arrive as one .tar.gz (7-Zip on Windows; macOS and Linux open it natively). Need an invoice for procurement? Write to admin@klifedesign.net — that route still works.
Licence terms
- Use inside your organisation, including in client deliverables and research output.
- Redistribution of the file itself, or resale as a dataset, is not included.
- Attribution: SMarkets, with the release date.
- Source data is public. We license our compilation, normalisation and coverage work — not the underlying facts, which nobody owns.
Read it here 11
Free pages that publish the counts in full — including the gaps we could not measure. Each one counts the very file we license, so the free figures and the paid figures cannot disagree.
Free page
Asia & Gulf screener — filter 2,834 companies yourself
Set your own ranges on market cap, revenue, profit, PER, PBR, ROE and debt across five markets — KOSPI, KOSDAQ, KONEX, Abu Dhabi and Dubai — and read the companies that come back, in one table, in US dollars. It is the only screener we know of that counts the companies a filter removes because the figure does not exist rather than because they failed the test: a PER screen alone removes 1,246 of 2,834 that way, including every single Gulf listing, and every other screener drops them in silence.
Free toolOpen the screener →Free page
Who moved a target price, and when
Every Korean broker report that raised, cut or initiated a target price — counted from the same tape we license. The window closes after 30 days at the source, so a day not collected is a day gone.
Free page
Ownership and insider filings
Large-holding reports and executive share filings as filed: who moved a stake up, who moved it down, and where shares changed hands while the percentage did not.
Free page
Convertibles, warrants and exchangeables
Korean CB, BW and EB issues as filed — private versus public placement, zero-coupon convertibles, and refix floors. Exchangeables have no refix column by design, and we say so instead of writing zero.
Free page
Workforce, tenure and the pay gap
Headcount, tenure and annual pay per person by gender for Korean listed companies — as a distribution, never as a benchmark. These are ratios, not reasons, and no company is named or ranked.
Free page
What is in the Korean financial-statement tape
Annual statements for 2,570 of 2,709 listed Korean companies — and the part nobody publishes: coverage is about 98 percent on KOSPI and KOSDAQ but 12 percent on KONEX. Consolidated and separate are recorded per row and never mixed. 38 percent of filers reported net income of zero or less, which is why a price-earnings screen silently drops a third of the market unless you decide what to do about it.
Free page
Korea valuation tape — PER, PBR, ROE by company
Every company listed in Korea with its price-earnings, price-book and return-on-equity figures, in English. 1,570 of 2,709 have a PER — the rest did not earn a profit or did not file, and we say which rather than dropping them. Both dates ride on every row, so you can recompute the ratio against any other trading day. No sector averages.
Free page · CSV belowRead the tape →Free page
What share of KOSPI is each company
Every KOSPI company ranked by its share of total market value — 828 companies, company-level, free and in English. The two largest are 52 percent of the market between them; the 528 smallest are 1.5 percent together. This is full market capitalisation, not the free-float index weight, and the page says so above every table.
Free page
The largest companies in Korea, ranked four ways
Market value, revenue, total assets and operating profit — four orders from one dataset, never merged into a score. Take the top ten of each and you get 21 companies, not ten; only two make all four. One firm sits 3rd on one measure and 270th on another. The lists that disagree are the point: we draw the ground and you set the needle.
Free page · CSV belowSee the four lists →Free page
Korea Index Tape — 168 KRX indices, English names and composition
Every KOSPI, KOSDAQ, KRX and thematic index KRX publishes — 168 of them, every name in English, as of the latest snapshot. Seven are computed from a formula rather than a basket, and we say which. Where the source left a placeholder instead of a real annual low, the page says not measured rather than printing a false zero.
Free page
Korea Concentration Index — market × trade
How top-heavy Korea is — Samsung’s share of the KOSPI, KOSDAQ vs KOSPI, and Korea’s biggest export and import partners, measured with one lens: whatever you rank, the top four are about half and every Gini clears 0.9. A cross of KRX and Korea Customs data no single-feed vendor builds.
Free page · CSV belowSee the index →
Download it now 11
Files you can take today. No account, no key, no waiting on us.
File
Korea Consensus Tape (daily CSV)
Every Hankyung Consensus broker report in the source’s own rolling ~31-day window — 644 reports, 111 raised/lowered target prices, 165 named analysts, 12 brokers, 169 tickers on this edition. A dated snapshot, not a live feed: a day not collected is gone for good. Not a buy/sell signal — target_change is a fact about what a broker filed.
File
Listed-company workforce table (CSV)
The company-level table the sector panel is built from — every listed company with employees, tenure, pay and market cap. Free to download.
File
Korea valuation tape (CSV)
A free sample of the 100 largest companies with PER, PBR, ROE, debt to equity, market cap, net income, equity, assets, revenue and operating income — English names and industries, the price date and the fiscal year on every row, and a reason on the rows we could not compute. Empty means not measured; it never means zero. The full tape covers all 2,709 listed companies.
File
Korea Concentration Index (daily CSV)
The concentration figures behind the index page, rebuilt every trading day, in one flat file you can cite.
File
Bond trading concentration (CSV)
How concentrated Korean bond trading is, in the same flat shape as the equity file.
File
Korea People Panel — free sample (100 companies, CSV)
The 100 companies with the largest headcount, every column — tenure, headcount and pay per person by gender, joined to KRX market cap. The full panel covers all 2,879 companies. Also available as Parquet on the product page.
File
Korea Ownership Ledger — free sample, filings (100 rows, CSV)
The 100 most recently filed large-holding (5% rule) reports, every column. The full ledger covers all 21,785 filings. Also available as Parquet on the product page.
File
Korea Ownership Ledger — free sample, executives (100 rows, CSV)
The 100 most recently filed officer/major-shareholder ownership rows, every column. The full ledger covers all 32,535 rows. Also available as Parquet on the product page.
File
Korea Mezzanine Book — free sample (100 rows, CSV)
The 100 most recent CB/BW/EB board-resolution filings, every column. The full book covers all 5,084 rows. Also available as Parquet on the product page.
File
Who are South Korea’s largest trading partners
Every partner country ranked by two-way trade, with the balance beside it — and the ranking nobody puts next to it: the largest partner and the largest surplus are different countries. China is 21 percent of all trade; the biggest surplus comes from the United States, on less trade. Customs goods basis, services excluded and said so, with the long tail of small partners counted rather than dropped.
Free pageSee the ranking →File
Korea trade dataset — every partner, every month
Exports, imports and the balance with all 243 partner countries, month by month, on a customs basis — normalised to English in one clean CSV. The raw source is Korean and awkward; this is the ready extract. Free preview; full set is a one-time buy.
$29 — one-timeSee what’s in it →
Licensed file, delivered by edition 11
Dated editions with a data dictionary and a correction record. We are building the self-serve download page now; until it opens we send editions directly, and we do not post a price for something you cannot yet fetch yourself.
Licensed file
Corporate credit data — the SMarkets Grade
A credit grade for every listed company we cover, computed from the statements the company itself filed. Six measures — interest cover, borrowings to assets, liabilities to equity, current ratio, return on assets and the Altman Z — scored against published thresholds and published weights. Every threshold, every weight and every input line item ships with the file, so you can recompute the grade yourself and disagree with it. No analyst judgement, no sector premium, no forecast. A company whose filing is missing a figure is marked NR, never given a low grade. Delivered with the rating actions the exchanges themselves disclose, so you can put our grade beside the agencies’ own.
Licensing — coming soonSee how it is computed →Licensed file
Broker target-price accuracy
Every broker report’s target price scored against the stock 12 months later. Hit rate by house — from 49% down to 13%. A multi-year archive nobody else keeps.
Licensing — coming soonSee what’s in it →Licensed file
The sector workforce panel
2,644 listed companies in 11 sectors, each carrying tenure, pay, the gender pay gap and pay-per-head — the columns the big vendors leave out. Leaders flagged. Quarterly.
Licensing — coming soonSee what’s in it →Licensed file
The National Pension wage panel
A near-census pay ladder for the Korean workforce from the national pension bill — 553,978 workplaces, 11.56m people, by industry, region and firm size, with a cap-pressure column so every figure is a floor.
Licensing — coming soonSee what’s in it →Licensed file
Board composition by sector
Who runs Korean listed companies, by sector — the share of women officers (7.2% overall), owner-led firms, CEO tenure and boardroom age. From 35,004 officers’ own filings.
Licensing — coming soonSee what’s in it →Licensed file
Sector leaders vs the rest
Split each sector into its market-cap leaders and the rest, and our labour data separates: in all 8 classified sectors the leaders pay 1.2–1.43x more and mostly retain longer — and in heavy industry and finance, employ fewer women at the top. A size split, not a stock pick. Not investment advice.
Licensing — coming soonSee what’s in it →Licensed file
Broker candour — the vanishing Sell
Korean broker research by rating, house by house: Buy on four in five reports, Sell on almost none. Of 13 houses we track, 10 issued no Sell rating at all this year. The rating as filed — not whether it was right, and not investment advice.
Licensing — coming soonSee what’s in it →Licensed file
Analyst attention by sector
Where Korean equity research piles up and where it thins — from our own archive of single-stock broker reports. A third of listed companies drew a report this year; the busiest name drew 100, most drew none. Attention concentration, not investment advice.
Licensing — coming soonSee what’s in it →Licensed file
UAE material disclosures (ADX+DFM)
Every Abu Dhabi (ADX, 96 companies) and Dubai (DFM, 131 companies) disclosure, ranked by likely price impact against US SEC Form 8-K categories — earnings, ownership change, delisting risk, CEO change and more.
From $990/yr — buy belowJump to checkout →Licensed file
UAE board & ownership panel
Board and management rosters (ADX) plus substantial (5%+) shareholders (ADX+DFM) — the service tier, not the main UAE product.
From $990/yr — buy belowJump to checkout →Licensed file
UAE financial highlights (ADX+DFM — Revenue/Net Profit/EPS, plus ADX balance sheet)
Revenue, net profit and EPS for every ADX and DFM quarterly filing — ADX from the exchange’s own AI summary (76 operating companies; the other 20 ADX listings are ETFs and file no income statement), DFM parsed directly from the filed PDF (49 of 76 filers; the rest file scanned images we will not guess at). Total assets, liabilities and equity are included for 121 of 292 ADX filings — published only where assets = liabilities + equity reconciles against the filing.
From $990/yr — buy belowJump to checkout →
Live API 1
The same data over HTTP, for people who would rather call than download. Self-serve keys are open.
API
SMarkets Data API
Issue your own key and call the endpoints directly — research archive, concentration and trade. Free tier for trying it; paid tiers raise the ceiling.
Free tier · Pro from $99/moRead the API docs →
Built from DART annual filings, KRX close and the National Pension workplace file via data.go.kr (licence "unrestricted"). What we sell is our parse, join and correction record — not the raw filings. Sector map derived from public KSIC; no GICS data or trademark is used. Not investment advice. See our terms of use and refund policy.