SAMPLE DATE · AUG 23 · KST

SYSTEM & PRODUCT

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PRODUCT MAP

WHAT YOU CAN DO WITH KORETAIL

LIVE READINESS · CURRENT BUILD

LIVE CONNECTION READINESS

2 / 4

Two official historical sources are bundled, but the site still calls zero live data APIs. No simulated update timestamps are shown.

Airport monthly historyOFFICIAL HISTORY BUNDLED
Foreign-population historyOFFICIAL HISTORY BUNDLED
Airport live feeds and flightsNOT CONNECTED · APPLICATIONS REQUIRED
Weather and Seoul live dataNOT CONNECTED · KEY REQUIRED

FREE & CONDITIONAL DATA MAP

DATA SOURCES & ACCESS

18 / 18

Free viewing is not the same as a free commercial API. We do not scrape Tourism Data Lab or treat KT/SKT data as unrestricted.

CURRENT SITE RUNTIME AUDIT

CURRENT API CONNECTION STATUS

The public Work site does not call an external public-data API when a visitor opens it. Airport and foreign-population history are verified static aggregates; today, tomorrow, flight, gate and business signals remain Demo until live connections are added.

LIVE RUNTIME DATA API
0
NO DIRECT CALLS
OFFICIAL HISTORY BUNDLED
2
AIRPORT · FOREIGN POPULATION
AUDITED SOURCE CANDIDATES
18
ALL CANDIDATES BELOW

Pretendard and Noto web-font requests are presentation assets, not tourism or airport data APIs.

KEY COUNT · OFFICIAL TERMS AUDIT

HOW MANY AIRPORT KEYS ARE NEEDED?

AUDITED · 2026.08.23

Not three separate secrets. The minimum live-airport setup keeps one data.go.kr project service key on the server and submits three separate API applications.

SECRET1data.go.kr project service key

API APPLICATIONS3Flights · T1 checkpoints · arrivals

LIVE API COSTFREEWithin dev quotas · ops review

  1. 01

    FLIGHT OPERATION DETAILSD-3 — D+6 · 500 DEV CALLS/DAY · FREE · OPS REVIEW

  2. 02

    DEPARTURE CHECKPOINT CONGESTIONT1 ONLY · 1 MIN · 1,000 DEV CALLS/DAY · FREE · T2 NOT PROVIDED

  3. 03

    ARRIVAL HALL STATUST1 / T2 · H-2 — H+2 · 500 DEV CALLS/DAY · FREE · OPS REVIEW

Passenger outlook is publicly viewable and downloadable as Excel, but an automation OpenAPI contract was not verified, so it is not counted as a key. KMA weather uses the same data.go.kr project key with a separate application; Seoul data adds one Seoul Open Data key.

01

INCHEON AIRPORT FORECASTIncheon Airport · D+1/D+2 passenger outlook and hourly crowding

AUTOMATION_REVIEW
REALTIME
Official web / Excel
HISTORY
Capture after launch
COVERAGE
Departure D+2 · arrival/transfer D+1
UPDATE / LAG
Daily 17:00
GEO LEVEL
ALL / T1 / T2
API KEY
No key shown on public page
FREE
Public viewing / Excel
COMMERCIAL USE
Automation terms not verified
REDISTRIBUTION
Derived summaries after review
PRIORITY
P0
02

INCHEON AIRPORT STATISTICSIncheon Airport · Official monthly, annual, terminal and airline results

BACKFILL_AVAILABLE
REALTIME
No
HISTORY
Official download
COVERAGE
2010.01 — 2026.07
UPDATE / LAG
Next month · 5 business days
GEO LEVEL
ALL / T1 / T2
API KEY
No
FREE
Public download
COMMERCIAL USE
Source attribution
REDISTRIBUTION
Aggregates only
PRIORITY
P0
03

INCHEON AIRPORT FLIGHTSIncheon Airport · Flights, terminals, gates and status

KEY_REQUIRED
REALTIME
Yes
HISTORY
Official statistics
COVERAGE
D-3 — D+6
UPDATE / LAG
Near real-time
GEO LEVEL
Flight / terminal
API KEY
data.go.kr project service key
FREE
Free · 500 dev calls/day
COMMERCIAL USE
License unrestricted · ops review
REDISTRIBUTION
Derived list
PRIORITY
P0
04

INCHEON DEPARTURE HALL CONGESTIONIncheon Airport · Checkpoint 1–6 east/west waiting counts; T1 only

KEY_REQUIRED
REALTIME
1-minute
HISTORY
Archive after launch
COVERAGE
T1 checkpoints 1–6 · T2 planned
UPDATE / LAG
Approx. 1 minute
GEO LEVEL
T1 / checkpoint / east-west
API KEY
data.go.kr project service key
FREE
Free · 1,000 dev calls/day
COMMERCIAL USE
License unrestricted · ops review
REDISTRIBUTION
Derived summaries
PRIORITY
P0
05

INCHEON ARRIVAL HALL STATUSIncheon Airport · Arrival halls, flights, gates and waiting counts

KEY_REQUIRED
REALTIME
H-2 — H+2
HISTORY
Archive after launch
COVERAGE
T1 / T2 · arrival halls
UPDATE / LAG
Near real-time
GEO LEVEL
Terminal / arrival hall / flight
API KEY
data.go.kr project service key
FREE
Free · 500 dev calls/day
COMMERCIAL USE
License unrestricted · ops review
REDISTRIBUTION
Derived summaries
PRIORITY
P0
06

INCHEON DUTY-FREE FACILITIESIncheon Airport · Duty-free operator, hours and gate-adjacent location; not store footfall

CONDITION_REVIEW
REALTIME
Public directory
HISTORY
Snapshot after launch
COVERAGE
T1 / T2 / concourse
UPDATE / LAG
On change
GEO LEVEL
Facility / gate vicinity
API KEY
No for directory
FREE
Public web directory
COMMERCIAL USE
Usage terms review
REDISTRIBUTION
Link / derived metadata only
PRIORITY
P1
07

SEOUL FOREIGN LIVING POPULATIONSeoul · Short-stay foreign living population

BACKFILL_AVAILABLE
REALTIME
Recent two months
HISTORY
Monthly files
COVERAGE
2017.01 — 2026.07
UPDATE / LAG
Monthly
GEO LEVEL
Administrative dong / hour
API KEY
Seoul Open Data key for recent
FREE
Public file/API
COMMERCIAL USE
Open Government License 1
REDISTRIBUTION
Derived aggregates
PRIORITY
P0
08

KMA WEATHERKorea Meteorological Administration · Short-term forecast and observations

KEY_REQUIRED
REALTIME
Forecast
HISTORY
Observation API/files
COVERAGE
Grid / product
UPDATE / LAG
Issue-time specific
GEO LEVEL
5km grid / station
API KEY
Same data.go.kr project key
FREE
Free · 10,000 dev calls/day
COMMERCIAL USE
Attribution required · auto ops approval
REDISTRIBUTION
Attributed derived features
PRIORITY
P0
09

KTO / TOURAPIKorea Tourism Organization · Tourism demand, visits, events and multilingual POI

CONDITION_REVIEW
REALTIME
Product-specific
HISTORY
Official API/download only
COVERAGE
Product-specific
UPDATE / LAG
Product-specific
GEO LEVEL
Region / POI
API KEY
Required for API
FREE
Quota-based
COMMERCIAL USE
Product terms
REDISTRIBUTION
Product terms
PRIORITY
P0/P1
10

SEOUL REAL-TIME CITY DATASeoul · City activity, crowd and mobility

LIVE_ONLY
REALTIME
Yes
HISTORY
Archive after launch
COVERAGE
Current snapshot
UPDATE / LAG
Near real-time
GEO LEVEL
One hotspot per call
API KEY
Seoul Open Data key
FREE
Public API quota
COMMERCIAL USE
Open data terms
REDISTRIBUTION
Derived snapshots
PRIORITY
P1
11

SEOUL × KT LIVING MOVEMENTSeoul / KT · Shopping and tourism-purpose movement

CONDITION_REVIEW
REALTIME
No
HISTORY
Official files
COVERAGE
Verify per release
UPDATE / LAG
Batch
GEO LEVEL
Administrative area / hour
API KEY
No for files
FREE
Public download
COMMERCIAL USE
Dataset terms
REDISTRIBUTION
Review
PRIORITY
P3
12

NAVER DATALABNaver · Relative search/shopping clicks, not sales

KEY_REQUIRED
REALTIME
Query
HISTORY
Query range
COVERAGE
API-defined
UPDATE / LAG
Daily
GEO LEVEL
No direct area truth
API KEY
Client credentials
FREE
1,000 calls/day
COMMERCIAL USE
API terms
REDISTRIBUTION
Review
PRIORITY
P2
13

BANK OF KOREA ECOSBank of Korea · Exchange-rate and macro candidate signals

READY
REALTIME
Scheduled
HISTORY
API
COVERAGE
Series-specific
UPDATE / LAG
Series-specific
GEO LEVEL
National
API KEY
API key
FREE
Public API
COMMERCIAL USE
Terms review
REDISTRIBUTION
Derived features
PRIORITY
P1
14

KASI SPECIAL DAYSKASI · Public holidays and special days

KEY_REQUIRED
REALTIME
Calendar
HISTORY
API
COVERAGE
Year-based
UPDATE / LAG
Published calendar
GEO LEVEL
National
API KEY
Required
FREE
Public API quota
COMMERCIAL USE
Terms review
REDISTRIBUTION
Derived flags
PRIORITY
P1
15

SEOUL SUBWAYSeoul · Station boardings, not foreign visitors

BACKFILL_AVAILABLE
REALTIME
No
HISTORY
Official files/API
COVERAGE
Product-specific
UPDATE / LAG
Daily/monthly
GEO LEVEL
Station
API KEY
Product-specific
FREE
Public data
COMMERCIAL USE
Open data terms
REDISTRIBUTION
Derived aggregates
PRIORITY
P1
16

SEOUL COMMERCIAL SALESSeoul Credit Guarantee Foundation · Area baseline and seasonality, not foreign spend

BACKFILL_AVAILABLE
REALTIME
No
HISTORY
Quarterly files/API
COVERAGE
2021 onward for current standard
UPDATE / LAG
Quarterly
GEO LEVEL
Commercial area
API KEY
Open API
FREE
Public data
COMMERCIAL USE
Open Government License 1
REDISTRIBUTION
Derived aggregates
PRIORITY
P1
17

SKT GEOVISION PUZZLESKT · Movement cross-check candidate

CONDITION_REVIEW
REALTIME
Plan-dependent
HISTORY
Plan-dependent
COVERAGE
Plan-dependent
UPDATE / LAG
Plan-dependent
GEO LEVEL
Service-defined
API KEY
Account
FREE
Free plan exists
COMMERCIAL USE
Approval review
REDISTRIBUTION
Permission required
PRIORITY
P3
18

KT PLIP / BIGSIGHTKT · Contract-based movement candidate

NOT_SELECTED
REALTIME
Contract-dependent
HISTORY
Contract-dependent
COVERAGE
Contract-dependent
UPDATE / LAG
Contract-dependent
GEO LEVEL
Service-defined
API KEY
Contract
FREE
Not assumed free
COMMERCIAL USE
Contract
REDISTRIBUTION
Contract
PRIORITY
P3

Seoul estimated commercial sales are not foreign-spend data; they remain a supporting baseline only.

ABOUT · METHODOLOGY · DATA TRUTH

WHAT WE SHOW & HOW IT WORKS

UPDATED · 2026.08.23 KST

KORETAIL separates current signals, tomorrow's forecast and official history. Forecasts are not guarantees; business guidance is operational reference material.

01CURRENT SIGNALSCurrent or latest public data

02FORECASTToday, tomorrow and seven-day view

03OUTCOMEActual outcome resolved later

04SCOREBOARDLike-for-like performance check

What is the KORETAIL score?

It combines airport, foreign-population, tourism and weather signals into a 0–100 demand index. Forecast scores on this Work site are Demo.

Are airport passengers foreign tourists?

No. Passenger totals include Korean travelers and other groups; they are only a supporting signal for foreign shopping demand.

How are T1 and T2 separated?

Only official terminal fields are used. All-airport totals are never split by assumed ratios.

How do forecasts differ from actuals?

A forecast targets the future; an actual is resolved later. Official history is never relabeled as a forecast captured at the time.

What is Demo Data?

It is sample data used to test functions before live APIs are connected. Official historical results are labeled separately.

LOCAL PREFERENCES · NO ACCOUNT

MY KORETAIL

THIS DEVICE
AREA
MYEONGDONGMYEONGDONG
TERMINAL
ALL
MY AIRLINES
NOT SET
BUSINESS
Beauty & cosmetics
LANGUAGE
English

Only these preferences are stored on this device. No account, location or sensitive data is collected.

LANGUAGE

Language

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