4장 WTO 데이터 API 추출

4장 WTO 데이터 API 추출#

이 장에서는 세계무역기구(WTO: World Trade Organization)의 대표적인 API인 Timeseries API를 통해 데이터를 추출하는 방법을 소개한다.

NOTE: 이 장에서 예시적으로 소개하는 모든 데이터 추출 작업은 WTO API 포털에서 자신의 인증키(subscription key)를 발급받아야만 실행된다.

1. 개요#

WTO API 포털에서는 다음과 같은 API를 제공한다.(API 키에 Sign Up만 하면 즉시 API를 무료로 사용할 수 있다.)

이름

설명

유형

ePing

ePing 웹사이트에 있는 SPS 및 TBT 알림을 반환한다.

REST

Quantitative Restrictions (QR)

관세 및 세금을 제외한 수출 및 수입 금지 및 제한에 대한 자세한 정보가 포함되어 있다. 조치가 적용되는 제품(관세품목)에 대한 세부 정보, 관련 WTO 정당성, 국가 법적 기반 등이 제공된다.

REST

Timeseries API - v1

WTO 데이터 추출 API이다. JSON 또는 CSV 형식으로 더 큰 데이터 시리즈를 다운로드하거나 WTO 데이터를 웹페이지에 통합하는 데 사용할 수 있다.

REST

Trade Facilitation Agreement Database (TFAD)

수입, 수출, 통과 절차에 대한 무역원활화협정 데이터베이스(TFAD: Trade Facilitation Agreement Database) 데이터를 반환한다.

REST

Timeseries API#

WTO의 Timeseries API를 통해 WTO와 관련된 많은 통계 지표에 대한 데이터를 프로그래밍 방식으로 액세스할 수 있다. 사용 가능한 시계열 데이터는 상품 무역 및 서비스 무역 통계(연간, 분기별 및 월간), 시장접근(market access) 지표(양허, 실행, 특혜 관세), 비관세 정보 및 기타 지표를 포함한다.

WTO Stats Portal을 통해 시계열 데이터를 대화형으로(interactively) 검색할 수 있으며, 거기에는 API query builder도 포함되어 있다.

가입 절차#

  1. WTO API 포털에서 Sign up을 한 다음에 이메일 주소와 패스워드를 입력하고 Sign in 한다.

  2. 오른쪽 위의 메뉴 중 Products로 들어가 Standard를 선택하고 구독명(subscription name)을 자신이 원하는 대로 입력한 다음, Subscribe 버튼을 누르면, 인증키(Primary key, Secondary key)가 제공된다.

  3. 구독: Standard

    • 10초당 10회 호출 가능. 최대 10000회/시간.

    • 시계열 데이터(데이터 및 데이터_카운트) 제한: 1초당 1회 호출.

    • 구독은 무료다.

2. 리스트 추출#

나라 (reporter)#

import requests
import pandas as pd

# API 엔드포인트 URL
url = 'https://api.wto.org/timeseries/v1/reporters'

# subscription key
key = '89bad0ff4ff84d42a03cc001b2ef0cdc'

# 요청 파라미터 설정
params = {
   'max': 1000000,
}

headers = {
    'Cache-Control': 'no-cache',
    'Ocp-Apim-Subscription-Key': key,
}

# GET 요청을 보내고 응답 받기
response = requests.get(url, headers=headers, params=params)

# 응답 데이터를 데이터프레임으로 변환
data = response.json()
reporters = pd.DataFrame(data)
reporters
code iso3A name displayOrder
0 000 None World 0
1 004 AFG Afghanistan 10
2 950 None Africa 20
3 962 None African, Caribbean and Pacific States (ACP) 30
4 986 None Africa, CIS and Middle East 35
... ... ... ... ...
287 886 None Yemen, Arab Republic of 3630
288 720 None Yemen, People's Democratic Republic 3640
289 890 YUG Yugoslavia, Socialist Federal Republic of 3650
290 894 ZMB Zambia 3670
291 716 ZWE Zimbabwe 3690

292 rows × 4 columns

나라 코드 찾기

country = reporters[reporters['name'].str.contains('korea', case=False, na=False)]
country[['code', 'iso3A', 'name']]
code iso3A name
136 408 PRK Korea, Democratic People's Republic of
137 410 KOR Korea, Republic of

지표 (indicator)#

import requests
import pandas as pd

# API 엔드포인트 URL
url = 'https://api.wto.org/timeseries/v1/indicators'

# subscription key
key = '89bad0ff4ff84d42a03cc001b2ef0cdc'

# 요청 파라미터 설정
params = {
   'max': 1000000,
}

headers = {
    'Cache-Control': 'no-cache',
    'Ocp-Apim-Subscription-Key': key,
}

# GET 요청을 보내고 응답 받기
response = requests.get(url, headers=headers, params=params)

# 응답 데이터를 데이터프레임으로 변환
data = response.json()
indicators = pd.DataFrame(data)
indicators
code name categoryCode categoryLabel subcategoryCode subcategoryLabel unitCode unitLabel startYear endYear ... numberReporters numberPartners productSectorClassificationCode productSectorClassificationLabel hasMetadata numberDecimals numberDatapoints updateFrequency description sortOrder
0 TP_A_0010 MFN - Simple average duty TPA Tariff indicators - Applied TPA_MFN MFN - All products PCT Percent 2005 2023 ... 167 NaN None None No 1 2249 July None 100
1 TP_A_0030 MFN - Trade weighted average duty TPA Tariff indicators - Applied TPA_MFN MFN - All products PCT Percent 0 2023 ... 160 NaN None None No 1 1878 July None 101
2 TP_A_0040 MFN - Maximum duty TPA Tariff indicators - Applied TPA_MFN MFN - All products PCT Percent 2005 2023 ... 167 NaN None None No 0 2249 July None 102
3 TP_A_0060 MFN - National peaks (greater than 3x nationa... TPA Tariff indicators - Applied TPA_MFN MFN - All products PCT Percent 2005 2023 ... 167 NaN None None No 1 2249 July None 103
4 TP_A_0070 MFN - International peaks (greater than 15%) TPA Tariff indicators - Applied TPA_MFN MFN - All products PCT Percent 2005 2023 ... 167 NaN None None No 1 2249 July None 104
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
246 SER_FA_NE_O FATS - Number of foreign affiliates by service... SER_FA Foreign affiliates statistics None None NUM Number 2005 2021 ... 37 NaN ISIC4 FATS - ISIC Revision 4 (aggregates) Yes 0 12140 July Outward Foreign Affiliates Statistics (FATS) c... 2904
247 SER_FA_EMP_I FATS - Number of employees by service sector (... SER_FA Foreign affiliates statistics None None NUS Thousands 2002 2021 ... 48 NaN ISIC4 FATS - ISIC Revision 4 (aggregates) Yes 0 18546 July Inward Foreign Affiliates Statistics (FATS) co... 2905
248 SER_FA_EMP_O FATS - Number of employees by service sector (... SER_FA Foreign affiliates statistics None None NUS Thousands 2000 2021 ... 37 NaN ISIC4 FATS - ISIC Revision 4 (aggregates) Yes 0 11181 July Outward Foreign Affiliates Statistics (FATS) c... 2906
249 BAT_BV_X Services exports: balanced values SER_BATIS Balanced Trade in Services Dataset (BaTiS) None None USM Million US dollar 2005 2023 ... 204 206.0 BOP6 Services - Extended Balance of Payments Classi... No 0 23556466 No scheduled update Final balanced values reflect the reconciled b... 3040
250 BAT_BV_M Services imports: balanced values SER_BATIS Balanced Trade in Services Dataset (BaTiS) None None USM Million US dollar 2005 2023 ... 204 206.0 BOP6 Services - Extended Balance of Payments Classi... No 0 23556466 No scheduled update Final balanced values reflect the reconciled b... 3050

251 rows × 22 columns

3. 데이터 추출#

파라미터#

Name

In
위치

Required
필수여부

Type
유형

설명

i

query

true

string

지표 코드 (Indicator code)

r

query

false

string

Reporting 경제 (쉼표로 구분된 코드)

p

query

false

string

Partner 경제 (해당되는 경우, 쉼표로 구분된 코드)

ps

query

false

string

기간

pc

query

false

string

제품/부문 (해당되는 경우, 쉼표로 구분된 코드)

spc

query

false

boolean

하위 제품/부문 포함 여부

fmt

query

false

string

출력 형식 :
•json : json 콘텐츠 스트리밍
•csv : csv 파일 압축 및 압축 해제

mode

query

false

string

출력 모드 :
•full : 모든 열, 각 행에 정보 반복
•codes : 기술적(technical) 코드만

dec

query

false

string

소수점 자리수 :
•default : 지표의 기본 소수점 자리수 적용
• N : 소수점 자리수를 N으로 설정

off

query

false

integer

건너뛸 레코드 수 (오프셋).
페이지 매김 구현에 사용 가능

max

query

false

integer

반환할 최대 레코드 수 (최대 1,000,000)

head

query

false

string

제목 스타일 :
•H : 사람이 읽기 쉬운 제목, 특수 문자 및 공백 포함
•M : 기계가 읽기 쉬운 제목, 구문 분석 용이

lang

query

false

integer

언어 ID: 1 영어, 2 프랑스어, 3 스페인어

meta

query

false

boolean

메타데이터 정보 포함

ps (time period) 파라미터

기간

설명

default (기본값)

최근 8년.

all (전체)

모든 연도.

YYYY

연도를 쉼표로 구분해 입력함. 요청된 지표의 빈도가 월별 또는 분기별인 경우, 결과 출력은 이를 반영함.

YYYYQn

연도 + 분기를 쉼표로 구분해 입력함. 지표 빈도가 월별인 경우, 월별로 출력됨. 예: 2010Q2는 4, 5, 6월을 출력함.

YYYYMM

연도 + 월을 쉼표로 구분해 입력함. 예: 201007, 201507.

YYYY-YYYY

연도의 범위. 예: 1995-2015.

YYYYQn-YYYYQn

분기의 범위. 예: 2010Q1-2013Q3.

YYYYMM-YYYYMM

월의 범위. 예: 201501-201606.

pc (products/sectors) 파라미터

기간

설명

default (기본값)

지표 분류 상의 모든 제품/부문 코드를 포함 (HS 예외: 상위 2자리 제품 + 전체 챕터 01 포함).

all (전체)

지표 분류 상의 모든 제품/부문 코드를 포함.

HS2, HS4, HS6

2자리, 4자리, 6자리 수준의 모든 HS 코드.

AG, AGFOFI, MAIS,…

쉼표로 구분된 제품 코드 목록.

예: 평균 실행관세율, 전세계#

  • TP_A_0010: MFN - Simple average duty

  • reporter: all

import requests
import pandas as pd

# API 엔드포인트 URL
url = 'https://api.wto.org/timeseries/v1/data'

# subscription key
key = '89bad0ff4ff84d42a03cc001b2ef0cdc'

# 요청 파라미터 설정
params = {
    'i': 'TP_A_0010',
    'r': 'all',
    'p': 'default',
    'ps': 'default',
    'pc': 'default',
    'spc': 'false',
    'fmt': 'json',
    'mode': 'full',
    'dec': 'default',
    'off': 0,
    'max': 1000000,
    'head': 'H',
    'lang': '1',
    'meta': 'false'
}

headers = {
    'Cache-Control': 'no-cache',
    'Ocp-Apim-Subscription-Key': key,
}

# GET 요청을 보내고 응답 받기
response = requests.get(url, headers=headers, params=params)

# 응답 데이터를 데이터프레임으로 변환
data = response.json()
df = pd.DataFrame(data['Dataset'])
df
IndicatorCategoryCode IndicatorCategory IndicatorCode Indicator ReportingEconomyCode ReportingEconomy PartnerEconomyCode PartnerEconomy ProductOrSectorClassificationCode ProductOrSectorClassification ... Period FrequencyCode Frequency UnitCode Unit Year ValueFlagCode ValueFlag TextValue Value
0 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 004 Afghanistan None None None None ... Annual A Annual PCT Percent 2018 None None None 6.5
1 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 008 Albania None None None None ... Annual A Annual PCT Percent 2023 None None None 3.5
2 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 008 Albania None None None None ... Annual A Annual PCT Percent 2018 None None None 3.6
3 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 008 Albania None None None None ... Annual A Annual PCT Percent 2019 None None None 3.6
4 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 008 Albania None None None None ... Annual A Annual PCT Percent 2020 None None None 3.6
... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...
739 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 918 European Union None None None None ... Annual A Annual PCT Percent 2019 None None None 5.1
740 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 918 European Union None None None None ... Annual A Annual PCT Percent 2020 None None None 5.1
741 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 918 European Union None None None None ... Annual A Annual PCT Percent 2021 None None None 5.2
742 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 918 European Union None None None None ... Annual A Annual PCT Percent 2022 None None None 5.1
743 TPA_MFN MFN - All products TP_A_0010 MFN - Simple average duty 918 European Union None None None None ... Annual A Annual PCT Percent 2023 None None None 5.0

744 rows × 23 columns

예: 평균 실행관세율, 한미일중#

  • TP_A_0010: MFN - Simple average duty

  • reporter: 410(한국), 840(미국), 392(일본), 156(중국)

import requests
import pandas as pd

# API 엔드포인트 URL
url = 'https://api.wto.org/timeseries/v1/data'

# subscription key
key = '89bad0ff4ff84d42a03cc001b2ef0cdc'

# 요청 파라미터 설정
params = {
    'i': 'TP_A_0030',
    'r': '410,840,392,156',
    'p': 'default',
    'ps': 'all',
    'pc': 'default',
    'spc': 'false',
    'fmt': 'json',
    'mode': 'full',
    'dec': 'default',
    'off': 0,
    'max': 1000000,
    'head': 'H',
    'lang': '1',
    'meta': 'false'
}

headers = {
    'Cache-Control': 'no-cache',
    'Ocp-Apim-Subscription-Key': key,
}

# GET 요청을 보내고 응답 받기
response = requests.get(url, headers=headers, params=params)

# 응답 데이터를 데이터프레임으로 변환
data = response.json()
data
df = pd.DataFrame(data['Dataset'])
df.shape, df.columns

((71, 23),
 Index(['IndicatorCategoryCode', 'IndicatorCategory', 'IndicatorCode',
        'Indicator', 'ReportingEconomyCode', 'ReportingEconomy',
        'PartnerEconomyCode', 'PartnerEconomy',
        'ProductOrSectorClassificationCode', 'ProductOrSectorClassification',
        'ProductOrSectorCode', 'ProductOrSector', 'PeriodCode', 'Period',
        'FrequencyCode', 'Frequency', 'UnitCode', 'Unit', 'Year',
        'ValueFlagCode', 'ValueFlag', 'TextValue', 'Value'],
       dtype='object'))

df[['Indicator', 'ReportingEconomy', 'Year', 'Value']]
Indicator ReportingEconomy Year Value
0 MFN - Trade weighted average duty China 2006 4.7
1 MFN - Trade weighted average duty China 2007 5.0
2 MFN - Trade weighted average duty China 2008 4.5
3 MFN - Trade weighted average duty China 2009 4.3
4 MFN - Trade weighted average duty China 2010 4.1
... ... ... ... ...
66 MFN - Trade weighted average duty United States of America 2019 2.3
67 MFN - Trade weighted average duty United States of America 2020 2.4
68 MFN - Trade weighted average duty United States of America 2021 2.3
69 MFN - Trade weighted average duty United States of America 2022 2.2
70 MFN - Trade weighted average duty United States of America 2023 2.2

71 rows × 4 columns

import pandas as pd
import matplotlib.pyplot as plt

# Year를 정수형으로 변환 (필요한 경우)
df['Year'] = df['Year'].astype(int)

# 선그래프 그리기
plt.figure(figsize=(10,6), dpi=500)

for economy in df['ReportingEconomy'].unique():
    subset = df[df['ReportingEconomy'] == economy].sort_values(by='Year')  # 정렬
    plt.plot(subset['Year'], subset['Value'], marker='o', label=economy)

plt.title('MFN - Trade weighted average duty')
plt.xlabel('Year')
plt.ylabel('percent')
plt.legend(title='Reporting Economy')
plt.grid(True)
plt.xticks(ticks=sorted(df['Year'].unique()))  # 정렬된 연도 사용
plt.show()
../_images/e903edd8086a98fb412be0df15e7f2cf527c53d40f1ccfdbae0c48464225e8a7.png

부록: Indicator 리스트#

[TPA] Tariff indicators - Applied#

지표 ID

설명

TP_A_0010

MFN - Simple average duty

TP_A_0030

MFN - Trade weighted average duty

TP_A_0040

MFN - Maximum duty

TP_A_0060

MFN - National peaks (greater than 3x national average)

TP_A_0070

MFN - International peaks (greater than 15%)

TP_A_0080

MFN - Duty free

TP_A_0100

MFN - Non ad valorem duties

TP_A_0110

MFN - Imports duty free

TP_A_0130

MFN - Coefficient of variation

TP_A_0140

MFN - Number of distinct duty rates

TP_A_0150

MFN - Number of applied tariff lines

TP_A_0160

MFN AG - Simple average duty

TP_A_0170

MFN AG - Trade weighted average duty

TP_A_0180

MFN AG - Maximum duty

TP_A_0190

MFN AG - Tariffs greater than 3* national average

TP_A_0200

MFN AG - Tariffs greater than 15%

TP_A_0210

MFN AG - Duty free

TP_A_0220

MFN AG - Duties in duty range: 0 <= 5%

TP_A_0230

MFN AG - Duties in duty range: 5% <= 10%

TP_A_0240

MFN AG - Duties in duty range: 10% <= 15%

TP_A_0250

MFN AG - Duties in duty range: 15% <= 25%

TP_A_0260

MFN AG - Duties in duty range: 25% <= 50%

TP_A_0270

MFN AG - Duties in duty range: 50% <= 100%

TP_A_0280

MFN AG - Duties in duty range: > 100%

TP_A_0290

MFN AG - Non ad valorem duties

TP_A_0300

MFN AG - Imports duty free

TP_A_0310

MFN AG - Imports in duty range: 0 <= 5%

TP_A_0320

MFN AG - Imports in duty range: 5% <= 10%

TP_A_0330

MFN AG - Imports in duty range: 10% <= 15%

TP_A_0340

MFN AG - Imports in duty range: 15% <= 25%

TP_A_0350

MFN AG - Imports in duty range: 25% <= 50%

TP_A_0360

MFN AG - Imports in duty range: 50% <= 100%

TP_A_0370

MFN AG - Imports in duty range: > 100%

TP_A_0380

MFN AG - Imports facing non ad valorem duties

TP_A_0400

MFN AG - Coefficient of variation

TP_A_0410

MFN AG - Number of distinct duty rates

TP_A_0420

MFN AG - Number of applied tariff lines

TP_A_0430

MFN Non-AG - Simple average duty

TP_A_0440

MFN Non-AG - Trade weighted average duty

TP_A_0450

MFN Non-AG - Maximum duty

TP_A_0460

MFN Non-AG - Tariffs greater than 3* national average

TP_A_0470

MFN Non-AG - Tariffs greater than 15%

TP_A_0480

MFN Non-AG - Duty free

TP_A_0490

MFN Non-AG - Duties in duty range: 0 <= 5%

TP_A_0500

MFN Non-AG - Duties in duty range: 5 <= 10%

TP_A_0510

MFN Non-AG - Duties in duty range: 10 <= 15%

TP_A_0520

MFN Non-AG - Duties in duty range: 15 <= 25%

TP_A_0530

MFN Non-AG - Duties in duty range: 25 <= 50%

TP_A_0540

MFN Non-AG - Duties in duty range: 50 <= 100%

TP_A_0550

MFN Non-AG - Duties in duty range: > 100%

TP_A_0560

MFN Non-AG - Non ad valorem duties

TP_A_0570

MFN Non-AG - Imports duty free

TP_A_0580

MFN Non-AG - Imports in duty range: 0 <= 5%

TP_A_0590

MFN Non-AG - Imports in duty range: 5% <= 10%

TP_A_0600

MFN Non-AG - Imports in duty range: 10 <= 15%

TP_A_0610

MFN Non-AG - Imports in duty range: 15 <= 25%

TP_A_0620

MFN Non-AG - Imports in duty range: 25 <= 50%

TP_A_0630

MFN Non-AG - Imports in duty range: 50 <= 100%

TP_A_0640

MFN Non-AG - Imports in duty range: > 100%

TP_A_0650

MFN Non-AG - Imports facing non ad valorem duties

TP_A_0670

MFN Non-AG - Coefficient of variation

TP_A_0680

MFN Non-AG - Number of distinct duty rates

TP_A_0690

MFN Non-AG - Number of applied tariff lines

TP_A_0020

MFN - Simple average duty by product groups

TP_A_0050

MFN - Maximum duty by product groups

TP_A_0090

MFN - Duty free by product

TP_A_0120

MFN - Imports duty free by product groups

TP_A_0390

MFN - Imports by product groups

HS_A_0010

HS MFN - Simple average ad valorem duty

HS_A_0015

HS MFN - Simple average with ad valorem equivalents (AVE)

HS_A_0020

HS MFN - Maximum ad valorem duty

HS_A_0025

HS MFN - Maximum duty including ad valorem equivalents (AVE)

HS_A_0030

HS MFN - Duty free

HS_A_0040

HS MFN - Number of national tariff lines

HS_A_0050

HS MFN - Number of NAV tariff lines

HS_P_0070

HS Pref - Best preferential simple average ad valorem duty

[TPB] Tariff indicators - Bound#

지표 ID

설명

TP_B_0020

Bnd - Binding coverage

TP_B_0040

Bnd - Concessions not yet implemented

TP_B_0050

Bnd - Tariffs greater than 3* national average

TP_B_0060

Bnd - Tariffs greater than 15%

TP_B_0070

Bnd - Maximum duty

TP_B_0090

Bnd - Simple average duty

TP_B_0110

Bnd - Duty free

TP_B_0130

Bnd - Non ad valorem duties

TP_B_0140

Bnd - Coefficient of variation

TP_B_0150

Bnd - Number of distinct duty rates

TP_B_0180

Bnd AG - Simple average duty

TP_B_0200

Bnd AG - Concessions not yet implemented

TP_B_0210

Bnd AG - Tariffs greater than 3* national average

TP_B_0220

Bnd AG - Tariffs greater than 15%

TP_B_0230

Bnd AG - Maximum duty

TP_B_0240

Bnd AG - Special Safeguards bound

TP_B_0250

Bnd AG - Bound tariff quotas

TP_B_0260

Bnd AG - Duty free

TP_B_0270

Bnd AG - Duties in duty range: 0 <= 5

TP_B_0280

Bnd AG - Duties in duty range: 5 <= 10

TP_B_0290

Bnd AG - Duties in duty range: 10 <= 15

TP_B_0300

Bnd AG - Duties in duty range: 15 <= 25

TP_B_0310

Bnd AG - Duties in duty range: 25 <= 50

TP_B_0320

Bnd AG - Duties in duty range: 50 <= 100

TP_B_0330

Bnd AG - Duties in duty range: > 100

TP_B_0340

Bnd AG - Non ad valorem duties

TP_B_0350

Bnd AG - AG -Coefficient of variation

TP_B_0360

Bnd AG - Number of distinct duty rates

TP_B_0380

Bnd Non-AG - Simple average duty

TP_B_0390

Bnd Non-AG - Binding coverage

TP_B_0400

Bnd Non-AG - Concessions not yet implemented

TP_B_0410

Bnd Non-AG - Tariffs greater than 3* national average

TP_B_0420

Bnd Non-AG - Tariffs greater than 15%

TP_B_0430

Bnd Non-AG - Maximum duty

TP_B_0440

Bnd Non-AG - Duty free

TP_B_0450

Bnd Non-AG - Duties in duty range: 0 <= 5

TP_B_0460

Bnd Non-AG - Duties in duty range: 5 <= 10

TP_B_0470

Bnd Non-AG - Duties in duty range: 10 <= 15

TP_B_0480

Bnd Non-AG - Duties in duty range: 15 <= 25

TP_B_0490

Bnd Non-AG - Duties in duty range: 25 <= 50

TP_B_0500

Bnd Non-AG - Duties in duty range: 50 <= 100

TP_B_0510

Bnd Non-AG - Duties in duty range: > 100

TP_B_0520

Bnd Non-AG - Non ad valorem duties

TP_B_0530

Bnd Non-AG - Coefficient of variation

TP_B_0540

Bnd Non-AG - Number of distinct duty rates

TP_B_0030

Bnd - Binding coverage by product groups

TP_B_0080

Bnd - Maximum duty by product groups

TP_B_0100

Bnd - Simple average duty by product groups

TP_B_0120

Bnd - Duty free by product groups

HS_B_0010

HS Bnd - Simple average ad valorem duty

HS_B_0020

HS Bnd - Maximum ad valorem duty

HS_B_0030

HS Bnd - Duty free

HS_B_0050

HS Bnd - Number of national tariff lines

HS_B_0060

HS Bnd - Number of NAV tariff lines

HS_B_0070

HS ODC - Dutiable tariff lines

HS_B_0080

HS ODC - AVG ad valorem duty

HS_B_0090

HS ODC - Number of NAV tariff lines

[TPE] Export perspective in top 5 markets#

지표 ID

설명

TP_E_0100

AG - Partner rank based on exports value to partner

TP_E_0110

AG - Trade weighted average preferential duty faced

TP_E_0120

AG - Trade weighted average MFN applied duty faced

TP_E_0130

AG - Simple average MFN applied duty faced

TP_E_0140

AG - Trade weighted average preferential margin faced

TP_E_0150

AG - Value of exports to partner (imports by partner)

TP_E_0160

AG - Share of duty free exports to partner

TP_E_0170

AG - Share of duty free tariff lines exported to partner

TP_E_0180

AG - HS chapters exported to partner

TP_E_0190

AG - HS subheadings exported to partner

TP_E_0200

Non-AG - Rank based on exports value to partner

TP_E_0210

Non-AG - Trade weighted average preferential duty faced

TP_E_0220

Non-AG - Trade weighted average MFN applied duty faced

TP_E_0230

Non-AG - Simple average MFN applied duty faced

TP_E_0240

Non-AG - Trade weighted average preferential margin

TP_E_0250

Non-AG - Value of exports to partner (imports by partner)

TP_E_0260

Non-AG - Share of duty free exports to partner

TP_E_0270

Non-AG - Share of duty free tariff lines exported to partner

TP_E_0280

Non-AG - HS chapters exported to partner

TP_E_0290

Non-AG - HS subheadings exported to partner

[NTM] Non-tariff measures indicators#

지표 ID

설명

TP_N_1010

ADP final measures in force (cumulated)

TP_N_1020

ADP measures initiated

TP_N_1030

ADP final measures implemented

TP_N_1040

ADP final measures withdrawn

TP_N_1050

ADP final measures in force (cumulated) - faced by exporter

TP_N_1060

ADP measures initiated - faced by exporter

TP_N_1070

ADP final measures implemented - faced by exporter

TP_N_1080

ADP final measures withdrawn - faced by exporter

TP_N_1090

ADP final measures in force (cumulated) by partners

TP_N_1100

ADP measures initiated by partners

TP_N_1110

ADP final measures implemented by partners

TP_N_1120

ADP final measures withdrawn by partners

TP_N_1130

ADP final measures in force (cumulated) by product groups

TP_N_1140

ADP measures initiated by product groups

TP_N_1150

ADP final measures implemented by product groups

TP_N_1160

ADP final measures withdrawn by product groups

TP_N_1170

ADP final measures in force (cumulated) by product groups - faced by exporter

TP_N_1180

ADP measures initiated by product groups - faced by exporter

TP_N_1190

ADP final measures implemented by product groups - faced by exporter

TP_N_1200

ADP final measures withdrawn by product groups - faced by exporter

TP_N_2010

CVD final measures in force (cumulated)

TP_N_2020

CVD measures initiated

TP_N_2030

CVD final measures implemented

TP_N_2040

CVD final measures withdrawn

TP_N_2050

CVD final measures in force (cumulated) - faced by exporter

TP_N_2060

CVD measures initiated - faced by exporter

TP_N_2070

CVD final measures implemented - faced by exporter

TP_N_2080

CVD final measures withdrawn - faced by exporter

TP_N_2090

CVD final measures in force (cumulated) by partners

TP_N_2100

CVD measures initiated by partners

TP_N_2110

CVD final measures implemented by partners

TP_N_2120

CVD final measures withdrawn by partners

TP_N_2130

CVD final measures in force (cumulated) by product groups

TP_N_2140

CVD measures initiated by product groups

TP_N_2150

CVD final measures implemented by product groups

TP_N_2160

CVD final measures withdrawn by product groups

TP_N_2170

CVD final measures in force (cumulated) by product groups - faced by exporter

TP_N_2180

CVD measures initiated by product groups - faced by exporter

TP_N_2190

CVD final measures implemented by product groups - faced by exporter

TP_N_2200

CVD final measures withdrawn by product groups - faced by exporter

TP_N_3010

SG final measures in force (cumulated)

TP_N_3020

SG measures initiated

TP_N_3030

SG final measures implemented

TP_N_3040

SG final measures withdrawn

TP_N_3050

SG final measures in force (cumulated) by product groups

TP_N_3060

SG measures initiated by product groups

TP_N_3070

SG final measures implemented by product groups

TP_N_3080

SG final measures withdrawn by product groups

TP_N_4010

SPS measures notified

TP_N_4020

SPS measures notified (cumulated)

TP_N_5010

TBT measures notified

TP_N_5020

TBT measures notified (cumulated)

[ITS] International trade statistics#

지표 ID

설명

ITS_MTV_AX

Merchandise exports by product group – annual

ITS_MTV_AM

Merchandise imports by product group – annual

ITS_MTV_QX

Total merchandise exports - quarterly

ITS_MTV_QM

Total merchandise imports - quarterly

ITS_MTV_MX

Total merchandise exports - monthly

ITS_MTV_MM

Total merchandise imports - monthly

ITS_MTP_AX

Merchandise export value chained indices - annual

ITS_MTP_AM

Merchandise import value chained indices - annual

ITS_MTP_AXV

Merchandise export volume chained indices - annual

ITS_MTP_AMV

Merchandise import volume chained indices - annual

ITS_MTP_AUVX

Merchandise export unit value chained indices - annual

ITS_MTP_AUVM

Merchandise import unit value chained indices - annual

ITS_MTP_AXF

Merchandise export value fixed-base indices - annual

ITS_MTP_AMF

Merchandise import value fixed-base indices - annual

ITS_MTP_AXVF

Merchandise export volume fixed-base indices - annual

ITS_MTP_AMVF

Merchandise import volume fixed-base indices - annual

ITS_MTP_AUVXF

Merchandise export unit value fixed-base indices - annual

ITS_MTP_AUVMF

Merchandise import unit value fixed-base indices - annual

ITS_MTP_AXVG

Merchandise export volume change - annual

ITS_MTP_AMVG

Merchandise import volume change - annual

ITS_MTP_QXV

Merchandise export volume indices, not seasonally adjusted - quarterly

ITS_MTP_QMV

Merchandise import volume indices, not seasonally adjusted - quarterly

ITS_MTP_QXVSA

Merchandise export volume indices, seasonally adjusted - quarterly

ITS_MTP_QMVSA

Merchandise import volume indices, seasonally adjusted - quarterly

ITS_MTP_MXP

Export price changes of manufactured goods - monthly

ITS_MTP_MMP

Import price changes of manufactured goods - monthly

ITS_MTP_MXPM

Export price indices of manufactured goods - monthly

ITS_MTP_MMPM

Import price indices of manufactured goods - monthly

ITS_CS_AX6

Commercial services exports by sector and partner – annual

ITS_CS_AM6

Commercial services imports by sector and partner – annual

ITS_CS_AX5

Commercial services exports by sector – annual (1980-2013)

ITS_CS_AM5

Commercial services imports by sector – annual (1980-2013)

ITS_CS_QX

Commercial services exports by main sector – quarterly

ITS_CS_QM

Commercial services imports by main sector – quarterly

ITS_CS_MX

Commercial services exports of selected economies – monthly

ITS_CS_MM

Commercial services imports of selected economies – monthly

ITS_CS_MX_GR

Commercial services exports of selected economies (growth) – monthly

ITS_CS_MM_GR

Commercial services imports of selected economies (growth) – monthly

ITS_CS_QAX

Commercial services exports by main sector – preliminary annual estimates based on quarterly statistics (2005-2023)

ITS_CS_QAM

Commercial services imports by main sector – preliminary annual estimates based on quarterly statistics (2005-2023)

[SER_FA] Foreign affiliates statistics#

지표 ID

설명

SER_FA_TUR_I

FATS - Sales by service sector (inward)

SER_FA_TUR_O

FATS - Sales by service sector (outward)

SER_FA_NE_I

FATS - Number of foreign affiliates by service sector (inward)

SER_FA_NE_O

FATS - Number of foreign affiliates by service sector (outward)

SER_FA_EMP_I

FATS - Number of employees by service sector (inward)

SER_FA_EMP_O

FATS - Number of employees by service sector (outward)

[TPM_HS] Bilateral imports#

지표 ID

설명

HS_M_0020

Bilateral imports by MTN product category

HS_M_0010

Bilateral imports by detailed HS codes (2,4,6 digit)

[SER_BATIS] Balanced International Trade in Services#

지표 ID

설명

BAT_RV_X

Services exports: reported values

BAT_RV_M

Services imports: reported values

BAT_RVIE_X

Services exports: reported values including estimates

BAT_RVIE_M

Services imports: reported values including estimates

BAT_BV_X

Services exports: balanced values

BAT_BV_M

Services imports: balanced values
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