시장보고서

상품코드

1798126

세계의 프랙샌드 물류 시장(2025-2029년)

Global Frac Sand Logistics Market 2025-2029

발행일: 2025년 08월 | 리서치사:

TechNavio | 페이지 정보: 영문 204 Pages | 배송안내 : 즉시배송

샘플 요청 목록에 추가

※ 본 상품은 영문 자료로 한글과 영문 목차에 불일치하는 내용이 있을 경우 영문을 우선합니다. 정확한 검토를 위해 영문 목차를 참고해주시기 바랍니다.

프랙샌드 물류 시장은 2024-2029년 9억 1,120만 달러 증가하고, 예측 기간 중 연평균 복합 성장률(CAGR)은 3.3%를 보일 것으로 예측됩니다.

프랙샌드 물류 시장에 대해 조사 분석했으며, 시장 규모와 예측, 동향, 성장 촉진요인, 과제, 약 25개 벤더를 대상으로 한 벤더 분석 등의 정보를 전해드립니다.

현재의 시장 시나리오, 최신 동향 및 성장요인, 전체 시장 환경에 대한 최신 분석을 제공합니다. 다양한 배송 모드의 존재, 프랙샌드 채굴의 기술 발전, 라스트 마일 배송 서비스의 확대가 시장을 주도하고 있습니다.

시장 범위
기준 연도	2025년
종료 연도	2029년
예측 기간	2025-2029년
성장 모멘텀	가속
전년대비	3.2%
CAGR	3.3%
증가액	9억 1,120만 달러

이번 조사는 업계 주요 참여자들의 의견을 포함하여 1차 정보와 2차 정보를 객관적으로 결합하여 진행되었습니다. 이 보고서에는 주요 기업 분석과 함께 종합적인 시장 규모 데이터, 지역별 분석에 따른 부문, 공급업체 현황이 포함되어 있습니다. 보고서에는 과거 데이터와 예측 데이터가 있습니다.

이 보고서는 셰일 분지와의 근접성이 향후 몇 년 동안 프랙샌드 물류 시장의 성장을 가속하는 주요 이유 중 하나로 꼽았습니다. 또한, 고객 중심 솔루션 증가, 프랙샌드 채굴의 자동화 및 로봇 공학의 출현은 시장의 큰 수요로 이어질 것입니다.

지역별 세분화
지역별 비교
북미 : 시장 규모와 예측(2024-2029년)
아시아태평양 : 시장 규모와 예측(2024-2029년)
유럽 : 시장 규모와 예측(2024-2029년)
남미 : 시장 규모와 예측(2024-2029년)
중동 및 아프리카 : 시장 규모와 예측(2024-2029년)
미국 : 시장 규모와 예측(2024-2029년)
일본 : 시장 규모와 예측(2024-2029년)
캐나다 : 시장 규모와 예측(2024-2029년)
중국 : 시장 규모와 예측(2024-2029년)
독일 : 시장 규모와 예측(2024-2029년)
인도 : 시장 규모와 예측(2024-2029년)
프랑스 : 시장 규모와 예측(2024-2029년)
멕시코 : 시장 규모와 예측(2024-2029년)
영국 : 시장 규모와 예측(2024-2029년)
이탈리아 : 시장 규모와 예측(2024-2029년)
시장 기회 : 지역 상황별

제13장 성장 촉진요인, 과제, 기회 및 성장 억제요인

시장 성장 촉진요인
시장이 해결해야 할 과제
성장 촉진요인과 과제의 영향
시장 기회와 성장 억제요인

제14장 경쟁 구도

개요
경쟁 구도
파괴적 혁신 상황
업계 리스크

제15장 경쟁 분석

기업 개요
기업 순위 지수
기업의 시장 포지셔닝
Atlas Energy Solutions Inc.
BelCon Logistics
CIG Logistics
Detmar Logistics LLC
FilaMar Energy Service
Halliburton Co.
OmniTRAX Inc.
Permian Frac Sand LLC
R L Global Logistics Inc.
Sand Revolution
STAAR Logistics
Tidewater Logistics
Twin Eagle
Union Pacific Corp.
US Silica Holdings Inc.

제16장 부록

LSH 25.09.03

The frac sand logistics market is forecasted to grow by USD 911.2 mn during 2024-2029, accelerating at a CAGR of 3.3% during the forecast period. The report on the frac sand logistics market provides a holistic analysis, market size and forecast, trends, growth drivers, and challenges, as well as vendor analysis covering around 25 vendors.

The report offers an up-to-date analysis regarding the current market scenario, the latest trends and drivers, and the overall market environment. The market is driven by presence of diverse delivery modes, technological advancements in frac sand mining, and growing last-mile delivery services.

Market Scope
Base Year	2025
End Year	2029
Series Year	2025-2029
Growth Momentum	Accelerate
YOY 2025	3.2%
CAGR	3.3%
Incremental Value	$911.2 mn

The study was conducted using an objective combination of primary and secondary information including inputs from key participants in the industry. The report contains a comprehensive market size data, segment with regional analysis and vendor landscape in addition to an analysis of the key companies. Reports have historic and forecast data.

Technavio's frac sand logistics market is segmented as below:

By Application

Sourcing and mining
Transportation
Storage and handling
Others

By Type

3PL
4PL
Others

By End-user

Oil exploration
Natural gas extraction
Shale gas development

By Geographical Landscape

North America
APAC
Europe
South America
Middle East and Africa

This study identifies the proximity to shale basins as one of the prime reasons driving the frac sand logistics market growth during the next few years. Also, increase in customer-centric solutions and emergence of automation and robotics in frac sand mining will lead to sizable demand in the market.

The report on the frac sand logistics market covers the following areas:

Frac Sand Logistics Market sizing
Frac Sand Logistics Market forecast
Frac Sand Logistics Market industry analysis

The robust vendor analysis is designed to help clients improve their market position, and in line with this, this report provides a detailed analysis of several leading frac sand logistics market vendors that include Atlas Energy Solutions Inc., BelCon Logistics, CIG Logistics, Detmar Logistics LLC, FilaMar Energy Service, ForeSite Logistics, Halliburton Co., OmniTRAX Inc., Permian Frac Sand LLC, Pontotoc Sand and Stone, R L Global Logistics Inc., Sand Revolution, STAAR Logistics, Tidewater Logistics, Twin Eagle, Union Pacific Corp., and US Silica Holdings Inc.. Also, the frac sand logistics market analysis report includes information on upcoming trends and challenges that will influence market growth. This is to help companies strategize and leverage all forthcoming growth opportunities.

The publisher presents a detailed picture of the market by the way of study, synthesis, and summation of data from multiple sources by an analysis of key parameters such as profit, pricing, competition, and promotions. It presents various market facets by identifying the key industry influencers. The data presented is comprehensive, reliable, and a result of extensive primary and secondary research. The market research reports provide a complete competitive landscape and an in-depth vendor selection methodology and analysis using qualitative and quantitative research to forecast accurate market growth.

1 Executive Summary

1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market By Geographical Landscape
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Type
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning

2 Technavio Analysis

2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
2.3 Factors of disruption
- Overview on factors of disruption
2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029

3 Market Landscape

3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
3.2 Market characteristics
- Market characteristics analysis
3.3 Value chain analysis
- Value chain analysis

4 Market Sizing

4.1 Market definition
- Offerings of companies included in the market definition
4.2 Market segment analysis
- Market segments
4.3 Market size 2024
4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)

5 Historic Market Size

5.1 Global Frac Sand Logistics Market 2019 - 2023
- Historic Market Size - Data Table on Global Frac Sand Logistics Market 2019 - 2023 ($ million)
5.2 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
5.3 Type segment analysis 2019 - 2023
- Historic Market Size - Type Segment 2019 - 2023 ($ million)
5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)

6 Qualitative Analysis

6.1 Impact of AI in the global frac sand logistics market

7 Five Forces Analysis

7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029

8 Market Segmentation by Application

8.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
8.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
8.3 Sourcing and mining - Market size and forecast 2024-2029
- Chart on Sourcing and mining - Market size and forecast 2024-2029 ($ million)
- Data Table on Sourcing and mining - Market size and forecast 2024-2029 ($ million)
- Chart on Sourcing and mining - Year-over-year growth 2024-2029 (%)
- Data Table on Sourcing and mining - Year-over-year growth 2024-2029 (%)
8.4 Transportation - Market size and forecast 2024-2029
- Chart on Transportation - Market size and forecast 2024-2029 ($ million)
- Data Table on Transportation - Market size and forecast 2024-2029 ($ million)
- Chart on Transportation - Year-over-year growth 2024-2029 (%)
- Data Table on Transportation - Year-over-year growth 2024-2029 (%)
8.5 Storage and handling - Market size and forecast 2024-2029
- Chart on Storage and handling - Market size and forecast 2024-2029 ($ million)
- Data Table on Storage and handling - Market size and forecast 2024-2029 ($ million)
- Chart on Storage and handling - Year-over-year growth 2024-2029 (%)
- Data Table on Storage and handling - Year-over-year growth 2024-2029 (%)
8.6 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
8.7 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)

9 Market Segmentation by Type

9.1 Market segments
- Chart on Type - Market share 2024-2029 (%)
- Data Table on Type - Market share 2024-2029 (%)
9.2 Comparison by Type
- Chart on Comparison by Type
- Data Table on Comparison by Type
- 3PL - Market size and forecast 2024-2029
- Chart on 3PL - Market size and forecast 2024-2029 ($ million)
- Data Table on 3PL - Market size and forecast 2024-2029 ($ million)
- Chart on 3PL - Year-over-year growth 2024-2029 (%)
- Data Table on 3PL - Year-over-year growth 2024-2029 (%)
- 4PL - Market size and forecast 2024-2029
- Chart on 4PL - Market size and forecast 2024-2029 ($ million)
- Data Table on 4PL - Market size and forecast 2024-2029 ($ million)
- Chart on 4PL - Year-over-year growth 2024-2029 (%)
- Data Table on 4PL - Year-over-year growth 2024-2029 (%)
9.5 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
9.6 Market opportunity by Type
- Market opportunity by Type ($ million)
- Data Table on Market opportunity by Type ($ million)

10 Market Segmentation by End-user

10.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
10.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
10.3 Oil exploration - Market size and forecast 2024-2029
- Chart on Oil exploration - Market size and forecast 2024-2029 ($ million)
- Data Table on Oil exploration - Market size and forecast 2024-2029 ($ million)
- Chart on Oil exploration - Year-over-year growth 2024-2029 (%)
- Data Table on Oil exploration - Year-over-year growth 2024-2029 (%)
10.4 Natural gas extraction - Market size and forecast 2024-2029
- Chart on Natural gas extraction - Market size and forecast 2024-2029 ($ million)
- Data Table on Natural gas extraction - Market size and forecast 2024-2029 ($ million)
- Chart on Natural gas extraction - Year-over-year growth 2024-2029 (%)
- Data Table on Natural gas extraction - Year-over-year growth 2024-2029 (%)
10.5 Shale gas development - Market size and forecast 2024-2029
- Chart on Shale gas development - Market size and forecast 2024-2029 ($ million)
- Data Table on Shale gas development - Market size and forecast 2024-2029 ($ million)
- Chart on Shale gas development - Year-over-year growth 2024-2029 (%)
- Data Table on Shale gas development - Year-over-year growth 2024-2029 (%)
10.6 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)

11 Customer Landscape

11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria

12 Geographic Landscape

12.1 Geographic segmentation
- Chart on Market share By Geographical Landscape 2024-2029 (%)
- Data Table on Market share By Geographical Landscape 2024-2029 (%)
12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
12.3 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
12.4 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
12.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
12.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
12.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
12.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
12.9 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
12.10 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
12.11 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
12.12 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
12.13 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
12.14 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
12.15 Mexico - Market size and forecast 2024-2029
- Chart on Mexico - Market size and forecast 2024-2029 ($ million)
- Data Table on Mexico - Market size and forecast 2024-2029 ($ million)
- Chart on Mexico - Year-over-year growth 2024-2029 (%)
- Data Table on Mexico - Year-over-year growth 2024-2029 (%)
12.16 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
12.17 Italy - Market size and forecast 2024-2029
- Chart on Italy - Market size and forecast 2024-2029 ($ million)
- Data Table on Italy - Market size and forecast 2024-2029 ($ million)
- Chart on Italy - Year-over-year growth 2024-2029 (%)
- Data Table on Italy - Year-over-year growth 2024-2029 (%)
12.18 Market opportunity By Geographical Landscape
- Market opportunity By Geographical Landscape ($ million)
- Data Tables on Market opportunity By Geographical Landscape ($ million)

13 Drivers, Challenges, and Opportunity/Restraints

13.1 Market drivers
13.2 Market challenges
13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
13.4 Market opportunities/restraints

14 Competitive Landscape

14.1 Overview
14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
14.3 Landscape disruption
- Overview on factors of disruption
14.4 Industry risks
- Impact of key risks on business

15 Competitive Analysis

15.1 Companies profiled
- Companies covered
15.2 Company ranking index
- Company ranking index
15.3 Market positioning of companies
- Matrix on companies position and classification
15.4 Atlas Energy Solutions Inc.
- Atlas Energy Solutions Inc. - Overview
- Atlas Energy Solutions Inc. - Product / Service
- Atlas Energy Solutions Inc. - Key news
- Atlas Energy Solutions Inc. - Key offerings
- SWOT
15.5 BelCon Logistics
- BelCon Logistics - Overview
- BelCon Logistics - Product / Service
- BelCon Logistics - Key offerings
- SWOT
15.6 CIG Logistics
- CIG Logistics - Overview
- CIG Logistics - Product / Service
- CIG Logistics - Key offerings
- SWOT
15.7 Detmar Logistics LLC
- Detmar Logistics LLC - Overview
- Detmar Logistics LLC - Product / Service
- Detmar Logistics LLC - Key offerings
- SWOT
15.8 FilaMar Energy Service
- FilaMar Energy Service - Overview
- FilaMar Energy Service - Product / Service
- FilaMar Energy Service - Key offerings
- SWOT
15.9 Halliburton Co.
- Halliburton Co. - Overview
- Halliburton Co. - Business segments
- Halliburton Co. - Key news
- Halliburton Co. - Key offerings
- Halliburton Co. - Segment focus
- SWOT
15.10 OmniTRAX Inc.
- OmniTRAX Inc. - Overview
- OmniTRAX Inc. - Product / Service
- OmniTRAX Inc. - Key offerings
- SWOT
15.11 Permian Frac Sand LLC
- Permian Frac Sand LLC - Overview
- Permian Frac Sand LLC - Product / Service
- Permian Frac Sand LLC - Key offerings
- SWOT
15.12 R L Global Logistics Inc.
- R L Global Logistics Inc. - Overview
- R L Global Logistics Inc. - Product / Service
- R L Global Logistics Inc. - Key offerings
- SWOT
15.13 Sand Revolution
- Sand Revolution - Overview
- Sand Revolution - Product / Service
- Sand Revolution - Key offerings
- SWOT
15.14 STAAR Logistics
- STAAR Logistics - Overview
- STAAR Logistics - Product / Service
- STAAR Logistics - Key offerings
- SWOT
15.15 Tidewater Logistics
- Tidewater Logistics - Overview
- Tidewater Logistics - Product / Service
- Tidewater Logistics - Key offerings
- SWOT
15.16 Twin Eagle
- Twin Eagle - Overview
- Twin Eagle - Product / Service
- Twin Eagle - Key offerings
- SWOT
15.17 Union Pacific Corp.
- Union Pacific Corp. - Overview
- Union Pacific Corp. - Product / Service
- Union Pacific Corp. - Key offerings
- SWOT
15.18 US Silica Holdings Inc.
- US Silica Holdings Inc. - Overview
- US Silica Holdings Inc. - Business segments
- US Silica Holdings Inc. - Key offerings
- US Silica Holdings Inc. - Segment focus
- SWOT

16 Appendix

16.1 Scope of the report
16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
16.3 Currency conversion rates for US$
- Currency conversion rates for US$
16.4 Research methodology
- Research methodology
16.5 Data procurement
- Information sources
16.6 Data validation
- Data validation
16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
16.8 Data synthesis
- Data synthesis
16.9 360 degree market analysis
- 360 degree market analysis
16.10 List of abbreviations
- List of abbreviations

세계의 프랙샌드 물류 시장(2025-2029년)

Global Frac Sand Logistics Market 2025-2029

목차

제1장 주요 요약

제2장 Technavio 분석

제3장 시장 구도

제4장 시장 규모

제5장 시장 규모 실적

제6장 정성 분석

제7장 Five Forces 분석

제8장 시장 세분화 : 용도별

제9장 시장 세분화 : 유형별

제10장 시장 세분화 : 최종사용자별

제11장 고객 상황

제12장 지역별 상황