Open APIs in the Public Data Portal's Environment & Weather › Environment General category. Detail categories: Air and Chemicals, Noise, Vibration & Radiation, Ecology and Protected Areas, Water Quality, Rivers & Water Sources, Environmental Management Companies and Permits, Waste & Volume-Based Fee System, Green Energy and Eco-friendly Certification, Environmental Impact Assessment Spatial Information, Soil, Weather & Precipitation, Public Restrooms and Living Convenience. 85 REST APIs, sorted by most requested. Click a name to go to its application page on the Public Data Portal. Search & filter on the main explorer.
The Ecological and Natural Map is a spatial information map that grades various natural environments across the country—such as forests, rivers, wetlands, lakes, farmlands, and urban areas—based on ecological value, naturalness, and landscape value, pursuant to Article 34 of the Natural Environment Conservation Act. Based on the National Natural Environment Survey and ecological survey results from related organizations, the National Institute of Ecology evaluates vegetation, wetlands, topography, and extinction…
Public restroom information data is data on restrooms installed by the state, local governments, corporations, or individuals for public use for the hygienic convenience and welfare promotion of the public. It provides basic usage data such as the restroom name, location address information, along with the number of sanitary facilities for men, women, the disabled, and children, and opening hours. - Public data provision standard criteria,…
환경부에서 운영중인 다중이용시설 실내공기질 자동측정망의 실시간정보를 제공실내공기질 자동측정망 구축, 운영으로 정책 수립 기초자료를 확보하고 이를 통한 과학적인 실내공기질 저감 방안 마련을 위한 목적으로 사용
A chemical substance information inquiry service that provides substance ID, CAS number, KE number, substance name (Korean, English), substance synonym name (Korean, English), molecular formula, molecular weight, substance classification (substance classification type, unique number, content information, exception information, notification date, notification information) based on CAS number, substance name (Korean, English), unique number, etc., additional description Chemical Substance Management…
Gyeongsangnam-do solar power generator installation status lookup service providing information such as installation location, company name, and capacity of solar power generators in Gyeongsangnam-do
Provides information on recycling bins in Jeonju.
Toxic substance GHS information inquiry service that provides substance names (Korean, English), substance types and unique numbers, signal words, M-factors, UN numbers, pictogram codes, hazard classifications (item name, classification grade, hazard risk code) based on English substance name, CAS number, unique number, etc. Additional explanation: According to the Chemicals Control Act, chemical statistics survey and emission survey results, chemical…
Opens status data on 38 species of street trees planted on roads in Busan. Status data of street trees in 16 gu/guns is provided in the opened data. Jung-gu 16 locations, Seo-gu 19 locations, Dong-gu 87 locations, Yeongdo-gu 33 locations, Busanjin-gu 68 locations, Dongnae-gu 61 locations, Nam-gu 30 locations, Buk-gu 54 locations, Haeundae-gu 74 locations, Saha-gu 51…
1. Quarterly environmental noise (dB) measurement result information for 35 points in 7 areas of Busan Metropolitan City (provided quarterly) 2. Busan Metropolitan City environmental noise information is data established to systematically manage noise generated in various living environments within the city, including data on measurement areas, measurement points, measurement times, and whether environmental standards were exceeded. - Measurement areas are populated…
This data is ecological and natural map service information centered on 'wetland evaluation' prepared in accordance with Article 34 of the Natural Environment Conservation Act and Ministry of Environment Directive No. 645 (Guidelines for Preparing Ecological and Natural Maps). Based on the results of the national natural environment survey and survey data from related organizations, the National Institute of Ecology evaluates the ecological nature of the natural environment across the country's mountainous areas, rivers, inland wetlands, lakes, agricultural land, urban areas, etc.…
Resource and environment livestock manure discharge facility management business (workplace) data is business information data that proxies the management of livestock manure discharge facilities and treatment facilities, providing data such as permission date, business status, workplace name, and location address. - Public data provision standard criteria, collectively collecting livestock manure discharge facility management business permission information managed by local governments nationwide to create nationwide data…
The "National Institute of Ecology Topography Evaluation Service" provides spatial information that grades and maps the national natural environment based on topography-centered ecological value, naturalness, and scenic value in accordance with Article 34 of the Natural Environment Conservation Act and Ministry of Environment Notice No. 645 (Guidelines for Drafting Ecological and Natural Maps). This data is based on the national natural environment survey conducted independently by the National Institute of Ecology and related organizations…
Environmental consulting company data provides business information for counseling, information provision, and proxy services regarding environmental administrative procedures such as environmental registration and licensing, including permit date, business status, business name, and location address.- Based on public data provision standards, it collectively compiles environmental consulting company permit information managed by local governments nationwide…
This data is an ecological and natural map service centered on vegetation assessment information established by the National Institute of Ecology in accordance with Article 34 of the "Natural Environment Conservation Act" and Ministry of Environment Ordinance No. 645 (Guidelines for Preparing Ecological and Natural Maps). Ecological and natural maps evaluate various natural environments nationwide, such as forests, rivers, wetlands, lakes, agricultural land, and urban areas, according to ecological value, naturalness, and scenic value…
Livestock excreta collection and transportation business data is business information data that collects and transports animal excrement, providing data such as permission date, business status, business name, and location address. - Based on public data provision standards, permission information for livestock excreta collection and transportation businesses managed by local governments nationwide is collectively gathered and provided as nationwide data. - Data is in the same format…
Jeju City public restroom status data providing data code, division name, eup-myeon-dong name, restroom name, road name address, lot-number address, latitude coordinate, longitude coordinate, opening hours information, management organization name, phone number, restroom ownership classification name, restroom installation location type name, waste treatment method name, emergency bell installation status, restroom entrance CCTV installation status, diaper changing table status, unisex restroom status, male toilet…
This is an Open API that allows you to check the status of environmental pollutant emission facilities in Chungcheongbuk-do based on business operator classification, classification, total, air pollutant emission facilities (grades 1 to 5), and wastewater emission facilities (grades 1 to 5), allowing you to systematically check the scale and type of emission facilities for each business through input parameters. This data includes air and wastewater emission facilities owned by businesses…
Resources and environment - Environmental management agency data is business information data that consigns the duties of toxic substance managers, air environmental engineers, and water quality environmental engineers, providing data such as permission date, business status, business name, location address, etc. - Based on public data provision standards, environmental management agency permission information managed by local governments nationwide is collectively collected and provided as nationwide data…
건물부분에 대해 월별, 동별, 배출원단위별로 온실가스 배출현황 데이터를 제공합니다.개방되는 데이터는 프로그래밍을 통해 실시간으로 데이터를 요청하고 응답받는 API(Application Programming Interface) 서비스입니다. 이는 주로 개발자나 분석가가 특정 시스템에 데이터를 연동하여 활용…
This service provides topographic and geological survey overviews, surveys, mines, geological maps, ridge axes, elevations, slopes, and stratigraphic attribute information, as well as spatial information (survey points, mine locations) for environmental impact assessment projects of the National Institute of Environmental Research under the Ministry of Environment. Inquiry information includes ridge axis attribute inquiry, stratum attribute inquiry, overview attribute inquiry, survey attribute inquiry, mine attribute inquiry, geological map attribute inquiry, elevation attribute inquiry, slope…
The Jangnim-dong Automatic Odor Measurement Station generates real-time hourly data and is operated to precisely analyze concentration changes of odors and volatile organic compounds (VOCs) within the Busan area. This measurement station is used as a major base to promptly and efficiently respond to odor complaints occurring in neighboring areas, with continuous data accumulation…
This data was collected by the Ministry of Oceans and Fisheries to provide national coastal waste monitoring status information. Data can be queried by using values such as monitoring region name, round, and period as parameters, and the main contents of this data include monitoring year, monitoring round, monitoring region name, monitoring date, number of monitoring collection personnel, and monitoring count.…
This is information on precipitation in the Pyoseon watershed where the water intake source of Jeju Samdasoo is located, and raw data can be obtained from the 'Weather Information Portal' operated by the Korea Meteorological Administration.
□ Overview : Dam hydrological discharge information and impact area data provision service (providing information that can be utilized for disaster prevention through commercial navigation display, etc.) □ Provided items : Message creation date (CREATEDDATE), dam code (DAMCD), dam name (DAMNM), dam coordinates (DAMCOORD), discharge start time (STARTDATE), discharge end time (…
Opens real-time environmental radiation status information data for Busan. Environmental radiation is divided into naturally occurring and artificially occurring types. Natural radiation is generated from the sun, geothermal heat, cosmic rays, etc., while artificial radiation is generated from nuclear power plants, medical radiation equipment, etc. High concentrations of radiation are harmful to the human body, so this is monitored…
Based on Article 5 of the Soil Environment Conservation Act (Measurement of Soil Pollution Degree, etc.) and the Soil Pollution Survey Guidelines (Ministry of Environment Bylaw), this provides basic data for the purification and restoration of contaminated soil through soil surveys of areas prone to soil pollution in the Busan area. Survey targets: 100 points including industrial complexes and factory areas in the Busan area. Survey items: 22 soil pollutant items and hydrogen ion concentration. Project contents:…
The environmental impact assessment-related API provided by the National Institute of Environmental Research under the Ministry of Environment provides feature information for a specific business area based on spatial coordinates (spatial coordinate data of features, index values constituting spatial data, environmental impact assessment business code, business district classification, business location name, method of constructing the corresponding spatial data, validity of the corresponding spatial data value, and…
Gyeongsangnam-do arboretum information inquiry service for querying plant gene names, acquisition dates, origins, and other information of plants within the Gyeongsangnam-do Arboretum.
This service provides information such as the type of clinic treating wild animals in Gyeongsangnam-do, competent organization name, clinic name, location, daytime contact, nighttime contact, latitude, and longitude.
Asbestos abatement schedule within Jeonju City jurisdiction.
This is a service that provides information such as building names equipped with rainwater utilization facilities by city and county within Gyeongsangnam-do, location, rainwater utilization facility installation cost, annual operation cost, rainwater storage tank capacity, rainwater utilization purpose, legal basis, annual usage, monthly rainwater usage, latitude, and longitude.
Provides noise and vibration information investigated based on environmental impact assessment business districts and survey points by the National Institute of Environmental Research of the Ministry of Environment, including noise and vibration attribute queries and data with spatial information (survey point WFS, survey point WMS), and attributes (survey point, survey round, address, vibration (dB(V)), survey round, survey start date, survey end date, noise (dB(A)), Y coordinate, X coordinate, survey point…
Provides the latest information such as institution name, designation number (initial designation date), designation date, designation validity date, location (contact information), and specialized fields according to the designation of greenhouse gas verification bodies by the National Institute of Environmental Research (including institutions in Appendix 8 of the Verification Guidelines for the Operation of the Greenhouse Gas Emissions Trading Scheme), and you can also check the suspension and cancellation status of greenhouse gas verification bodies. In addition, national accreditation…
Service that allows users to query urban forest status and detailed information in Gwangyang-si, Jeollanam-do using input parameters
[환경분야 시험검사 등에 관한 법률]제18조의2(시험검사기관의 정도관리)에 따라 환경분야 시험검사기관에 대한 숙련도 시험 및 현장평가를 적합판정 받은 환경시험검사기관의 검증현황을 제공한다. 기관명, 검증분야, 소재지 지역 등의 정보를 제공합니다.
A pig manure emission information service that queries information such as pig manure emission volume and the number of transport vehicles by livestock manure type and jurisdiction based on emission year/emission year-month through the emission year, livestock manure code, and governing office name.
A service that provides information on land use status overviews, zoning attribute inquiries, and cadastral attribute information based on the project areas of environmental impact assessment projects by the National Institute of Environmental Research of the Ministry of Environment. Overview attribute inquiries include current ecological area ratio (%), planned ecological area ratio (%), land use plan park area (m2), land use plan park ratio (%), and environment-related zoning districts.…
Chungcheongbuk-do noise information is an Open API that provides location information of noise measuring stations at 65 locations within the province, including Cheongju, Chungju, and Jecheon, allowing users to inquire about spatial and administrative characteristics of points such as city/county, legal land use zone classification, measurement area, regional classification, measurement point, and X/Y coordinates. This data includes the locations where noise measurement is performed and the administrative aspects of those points.…
(Korea District Heating Corporation) Monthly and branch-specific energy consumption information using search start date and search end date as search conditions 1. Precautions: None 2. Request parameters ■ serviceKey (Public data authentication key) ■ pageNo (Page number) ■ numOfRows (Number of items) ■ startDate (Search start date) ■ endDate (Search…
Pig manure emission information service that queries information such as pig liquid fertilizer emission volume and number of transport vehicles by livestock manure type and jurisdiction based on the emission year/emission year and month through the emission year, livestock manure code, and jurisdiction name
This is a Gyeongsangnam-do Arboretum and Museum collection material inquiry service providing data such as serial number, name, quantity, material, location, storage place, location road name address, location lot-number address, latitude, longitude, managing institution telephone number, managing institution name, and data reference date for a total of 50 collection materials housed in the Gyeongsangnam-do Arboretum and Museum.
- A service that allows users to query monitoring and analysis results and detailed information of Jeollanam-do environmental radiation unstaffed monitors using input parameters, providing items such as monitor information and daily recent measurement information. - Jeollanam-do is monitoring radiation dose rates (dose rate) at the level of nanosieverts in real time at 38 major locations in 5-minute intervals. - Jeollanam-do Health and H…
This is a service that provides information on soil survey attributes and spatial information (survey points) investigated based on the environmental impact assessment project area and survey points of the environmental impact assessment project of the National Institute of Environmental Research of the Ministry of Environment. Investigation attributes include benzo(a)pyrene (mg/kg) for soil information investigation along with survey frequency, survey point, address, coordinates, and soil layer classification (e.g. topsoil, middle soil…
This service is configured so that users can query status data of EM supply machines installed in Daegu Metropolitan City and Buk-gu Office based on input parameters entered by the user. Provided data items consist of serial number, installation location, supply interval, supply cycle, supply time, remarks, etc., and each item is used to understand the efficiency and effectiveness of EM supply machine operation.…
The chemical substance usage status information provided in the form of an open API by Korea East-West Power is organized to systematically identify the types and usage scale of chemical substances utilized in the power generation process, including core data such as business office by power plant, product name of chemical substance (Korean/English), and annual usage (tons). Such standardized data helps manage chemical substances within the power plant…
Information on Jeju Samdasoo, which corresponds to the bottled water business carried out by Jeju Development Co., and is monthly average data from groundwater level monitoring wells operated for the purpose of groundwater level observation.
This is an Open API that allows querying the status of major mineral springs in Chungcheongbuk-do based on criteria such as the number of cities and counties, mineral spring name, location, category, and water quality-related values. Through input parameters, you can systematically check the location information and basic status of mineral springs in the province. This data helps to…
The apartment complex electric vehicle charging facility status inquiry service API is a data service that systematically provides the installation status of electric vehicle charging facilities within apartment complexes. This API allows users to query information such as registration numbers, apartment names, addresses, and the number of charging facilities based on apartment names, making it easy for users to check the availability and scale of electric vehicle charging within apartment complexes…
A service that queries Daegu Metropolitan City_Buk-gu Office_Park and green space occupancy permit status data (serial number, type, name, location, area, permit period, officially assessed land price, cost) using input parameters - According to the Act on Urban Parks and Green Spaces (abbreviated name: Park and Green Space Act), installing facilities, buildings, or structures other than parks or green spaces in urban parks and green spaces…
The environmental impact assessment-related API provided by the National Institute of Environmental Research under the Ministry of Environment allows users to understand population and housing characteristics of a specific area through population and housing attribute information predicted and investigated around the business area, and to check the development status (number of cases) in neighboring areas, business code, resident population after business, user population after business, and planned housing population after business.…
Information inquiry service for zone names, city/county names, areas, resident populations, etc., for drinking water source protection zones designated by Gyeongsangnam-do
A service that queries Daegu Buk-gu noise and vibration emission facility status data (si/gun/gu, si/do, business name, administrative neighborhood code, administrative neighborhood name, statutory neighborhood code, statutory neighborhood name, lot-number address, road name address, class number, business type name, permission/report status, management agency name) using input parameters. There are 37 noise and vibration emission facilities in Buk-gu, Daegu, consisting of 12 permitted and reported…
Information on survey points (survey point name, X coordinate, Y coordinate, address, survey start date, survey end date) in the hygiene public health field of the environmental impact assessment project of the National Institute of Environmental Research of the Ministry of Environment and survey attribute information (survey order, hydrogen cyanide (HCN) (ppm), styrene (C8H8) (ppm), hydrogen chloride (HCL) (ppm), ammonia (NH₃) (ppm), hydrogen sulfide (H…
This data is material to check the status of businesses violating environmental laws provided through the Yongin-si environmental violation public information inquiry API. Result code, result message, number of results per page, number of pages, and total number of data are items that verify the processing status and response structure of the service call. Provides address, trade name, and representative name information by number…
This dataset provides basic information on farms equipped with livestock excreta treatment facilities in Gumi, Gyeongsangbuk-do. Key items include business name, location (address), and contact information, allowing users to quickly identify the locations and contact details of permitted farms. This data is used for livestock excreta treatment and man…
A service providing information on attribute information in the eco-friendly resource circulation field of environmental impact assessment projects (such as household waste generation, construction waste treatment status, etc.)
Established a management system for solar power generation production information of corporation facilities by establishing a service to lay the foundation for S-ESG eco-friendly management and provide private business opportunities through public data opening
- A service that allows users to query regional rainfall statistics data lists and detailed information in Jeollanam-do using input parameters, providing annual, monthly, and daily items. - The Jeollanam-do Disaster and Safety Countermeasures Headquarters is a public safety general command organization established to respond to disaster and calamity situations within the province. - Established pursuant to the 「Framework Act on Disaster and Safety Management」, Jeollanam-do…
The 'Volume-Rate Waste Bag Sales Outlets Status API' data of Gyeryong-si, Chungcheongnam-do is a public data service that provides real-time information on businesses officially selling household waste volume-rate bags within the jurisdiction. Using input parameters, this API requests volume-rate waste bag sales outlet status data of Gyeryong collected as of September 1, 2021,…
The green product purchase performance information data provided by Korea Dongseo Power in the form of an open API is organized to comprehensively grasp and analyze the annual green purchase performance of power generation companies. This data highlights eco-friendly material utilization performance and ratios by power plant through key indicators such as year, category, total purchases (thousand KRW), green products (thousand KRW), and purchase ratio (%).…
This is detailed data recorded for analyzing the air quality status in the areas of Uihang-ri, Sanhu-ri, Iwon-cho, Angi-ri, Pyeongcheon-ri, and Daegi-cho near the Taean-gun power plant. This can be used as analysis data to continuously monitor the impact of power plant operations on the atmospheric environment and for environmental purposes. In addition, through emission data, the effectiveness of air pollution reduction facilities…
The 'Hygiene Grading Designation Status API' data of Gyeryong-si, Chungcheongnam-do is a public data service that provides real-time detailed information on businesses that have acquired the Ministry of Food and Drug Safety's hygiene grading system among food hygiene businesses within its jurisdiction. This API utilizes input parameters to request Gyeryong-si's hygiene grading designation status data collected as of September 1, 2021.…
The 'Specific Soil Public Data API' provided by Gyeryong-si, Chungcheongnam-do is a public data service that provides real-time status information on specific soil pollution management target facilities, which are intensively managed due to concerns over soil contamination in accordance with the Soil Environment Conservation Act. This API utilizes input parameters to provide specific soil data for Gyeryong collected as of September 1, 2021,…
A service that provides items such as facility name, location, and installation year of restrooms in parks and green spaces in Seo-gu, Daegu using input parameters. This data contains the status of restrooms installed in parks and green spaces within the jurisdiction of Seo-gu, Daegu Metropolitan City. It includes information on the name of each facility, specific address, and installation year to enhance the living convenience of residents…
This data records the weighing information of the food waste treatment process brought into the Suyeong Business Office of the Busan Environmental Corporation. It is organized so that transaction status can be managed by business office unit, including vehicle number, item name, entry/exit status, weighing time (entry/exit time), 1st and 2nd weighing values, net weight (kg), and liter-converted values by trading company. …
The asbestos abatement business site details inquiry service API provides key information on business sites where asbestos dismantling and removal work takes place. Based on the start date and time of dismantling, this API allows users to check basic information such as the work report number, construction site name, road name address, building and facility name, and business name. In addition,…
A service providing registration number, business name, construction site location, construction site name, generation business, construction start date, construction end date, target business, scale, and unit items for the Seo-gu, Daegu fugitive dust generation business report status data. This data records the report status of fugitive dust generation businesses within Seo-gu, Daegu. The data includes construction…
A service providing registration number, restroom name, new address, postal code, eup/myeon/dong name, lot number, building use, completion year, and management department items for traditional market public restrooms in Seo-gu, Daegu using input parameters. This data records the installation and management status of public restrooms in traditional markets managed by the Seo-gu Office in Daegu. Main items include the restroom…
The specific soil contamination management facility status inquiry service API systematically provides information on facilities requiring soil contamination management. Based on the registration number, this API allows users to query key information such as facility classification, company name, and address, making it easy to check the location and management target status of the facility. Through this,…
The priority idling restriction zone status inquiry service API is a data service that provides information on restricted zones designated to reduce air pollution caused by unnecessary vehicle idling and to protect the environment. Based on the company name, this API allows users to query information such as registration number, company name, address, phone number, and remarks, allowing them to check vehicle…
A service that provides classification, location, shape, type, installation year, operation start time, and operation end time items of Seo-gu, Daegu water feature facilities using input parameters. This data records the status of water feature facilities installed within the jurisdiction of Seo-gu Office, Daegu. It includes information such as the installation location, classification, shape, type, installation year, and operation time of each facility.…
1. Radon is one of natural radioactive substances, a colorless, odorless, and tasteless radioactive gas generated in the process of uranium existing in rocks, soil, or building materials undergoing several decays, and is designated as a Group 1 carcinogen by the World Health Organization (WHO). Based on indoor radon measurement data measured in the free radon measurement and reduction consulting business, AI learning…
This data includes registered company information related to electrical and electronic equipment managed within the recycling system for electrical and electronic equipment and automobiles under the eco-assurance system. Major items include company name, business registration number, company type, company industry, road name address, detailed address, and postal code. This data applies to electrical and electronic equipment subject to the eco-assurance system.…
This is daily household waste inflow and incineration status data of the incinerator (Environmental Energy Business Office) operated by Daejeon Urban Corporation. For incinerator introduction, please refer to the website (https://www.dcco.kr/web/subcont/emsnGas/main.do?mId=288). The location of the incinerator is at the address (128 Daedeok-daero, Daedeok-gu, Daejeon)…
Provides information on certified products such as environmental mark certification-related certified product names, certification periods, certified product uses, certification numbers, certified company names, certification cancellation or revocation dates, cancelled product inquiries, and revoked product inquiries. (What is environmental mark certification? The environmental mark system is implemented by the government (Ministry of Climate, Energy and Environment) based on Article 17 (Certification of Environmental Marks) of the 「Environmental Technology and Environmental Industry Support Act」)…
Sangri Office is a key environmental infrastructure facility that treats food waste generated in the Daegu region in an eco-friendly manner and recycles biogas generated during the process into energy. Detailed contents of major items that can be checked through the service are as follows. 1. Major inquiry items and detailed contents Influx amount: From each district and county in Daegu City…
1. Road resuspended dust and background dust measurement synthetic data is synthetic data (virtual data) generated for AI learning tests based on data measuring dust (PM10) resuspended by friction between tires (wheels) of specially manufactured mobile measurement vehicles and road surfaces, and atmospheric dust (PM10) around roads. 2. Synthetic data description - Original…
Data providing location status information of collection boxes for separate disposal and collection of waste batteries and waste fluorescent lamps within Busan Metropolitan City. It provides information such as the city/gun/gu name, collection box installation address, inquiry phone number, and data reference date.
This data is the Busan urban railway noise level measurement result provided by Busan Transportation Corporation. The data includes the number of results per page, page number, total data count, departure station code, departure station name, arrival station code, and arrival station name. In addition, equivalent, maximum, and minimum noise levels and measurement date information are provided to determine noise characteristics by specific section and time zone.…
The ‘Railway Noise Measurement Information’ provided by the Korea Environment Corporation is a dataset that systematically organizes noise levels measured in real-time around railway lines nationwide. Its main purpose is to understand the impact of railway noise on the environment, and to utilize it for establishing noise reduction policies and improving the living environment of local residents. The data includes coordinates by measuring station, measurement date and time, average…
Data providing status information on volume-based waste disposal bag sales points for household waste treatment within Busan Metropolitan City. It provides information such as city/county/district name, sales point trade name, location area and address, phone number, management organization name, business category, business status, closure date, and data reference date.
This data provides posts and attachment file information together from the Environmental Measurement and Analysis Information Management System reference room (work reference room). If there are N attachment files for 1 post, it is provided in N rows, and post information is repeated for each row while only attachment file information changes. Posts without attachment files are also provided as 1 row, in which case attachment-related columns are NULL. Measurement…
This was created to systematically open refined data regarding detailed overviews, learning objectives, training guides, and target conditions of all training courses provided by the National Water Industry Cluster Water Industry Academy. Curriculum information established aiming to strengthen water industry job competencies and foster professional talent is concentrated in one place so trainees can find the training they need.…