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レポート概要
| GlobalInfoResearchの最新の調査によると、世界の手押しフロアスイーパーの市場規模は2022年のxxx米ドルから2029年にはxxx米ドルと推定され、xxx％の成長率で成長すると予想されます。新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を考慮しながら市場規模を推計しました。 このレポートは、世界の手押しフロアスイーパー市場に関する詳細かつ包括的な分析の結果です。定量的分析と定性的分析データが、メーカー別、地域別、国別、種類別、用途別に記載されています。 市場は常に変化しているため、本レポートでは、競争、需要と供給の傾向、および多くの市場にわたる需要の変化に影響する主要な要因を調査しました。主要な競合他社の企業概要と製品例、および2023年の市場シェア予測も記載しました。 本レポートの主な目的は次のとおりです。 - 世界および主要国の市場機会の規模を決定するため - 手押しフロアスイーパーの成長可能性を評価するため - 各製品および最終用途市場の将来の成長を予測するため - 市場に影響を与える競争要因を評価するため 手押しフロアスイーパー市場は種類と用途によって区分されます。2018年～2029年において、量と金額の観点から種類別および用途別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。 種類別セグメント ・サイドブラシ1本、サイドブラシ2本 用途別セグメント ・商業、家庭 主要な市場プレーヤー ・Karcher、Ryobi、B&G Cleaning、Factory Cat、Eureka、Nilfisk、PowerBoss、Cleancraft、Stiga、Hyundai、Honda、SANITMAX、Hako、Roots Multiclean、TOMCAT、Kränzle 地域別セグメントは次の地域・国をカバーします。 ・北米（米国、カナダ、メキシコ） ・ヨーロッパ（ドイツ、フランス、イギリス、ロシア、イタリア） ・アジア太平洋（日本、中国、韓国、インド、東南アジア、オーストラリア） ・南アメリカ（ブラジル、アルゼンチン、コロンビア） ・中東およびアフリカ（サウジアラビア、UAE、エジプト、南アフリカ） 本調査レポートの内容は計15章あります。 ・第1章では、手押しフロアスイーパー製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。 ・第2章では、主要な手押しフロアスイーパーメーカーの企業概要、2019年～2022年までの手押しフロアスイーパーの価格、販売量、売上、市場シェアを掲載しています。 ・第3章では、主要な手押しフロアスイーパーメーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。 ・第4章では、2018年～2029年までの地域別手押しフロアスイーパーの販売量、売上、成長性を示しています。 ・第5、6章では、2018年～2029年までの手押しフロアスイーパーの種類別と用途別の市場規模、市場シェアと成長率を掲載しています。 ・第7、8、9、10、11章では、2018年～2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年～2029年までの主要地域での手押しフロアスイーパー市場予測を収録しています。 ・第12章では、市場力学、成長要因、阻害要因、トレンド、ポーターズファイブフォース分析、新型コロナウイルス感染症とロシア・ウクライナ戦争の影響を掲載しています。 ・第13章では、主要な原材料、主要なサプライヤー、および手押しフロアスイーパーの産業チェーンを掲載しています。 ・第14、15章では、手押しフロアスイーパーの販売チャネル、販売業者、顧客、調査結果について説明します。 ***** 目次(一部) ***** ・市場概要 - 手押しフロアスイーパーの概要 - 種類別分析（2018年vs2022年vs2029年）：サイドブラシ1本、サイドブラシ2本 - 用途別分析（2018年vs2022年vs2029年）：商業、家庭 - 世界の手押しフロアスイーパー市場規模・予測 - 世界の手押しフロアスイーパー生産能力分析 - 市場の成長要因・阻害要因・動向 ・メーカー情報（企業概要、製品概要、販売量、価格、売上） - Karcher、Ryobi、B&G Cleaning、Factory Cat、Eureka、Nilfisk、PowerBoss、Cleancraft、Stiga、Hyundai、Honda、SANITMAX、Hako、Roots Multiclean、TOMCAT、Kränzle ・メーカー別市場シェア・市場集中度 ・地域別市場分析2018年-2029年 ・種類別分析2018年-2029年：サイドブラシ1本、サイドブラシ2本 ・用途別分析2018年-2029年：商業、家庭 ・手押しフロアスイーパーの北米市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模：アメリカ、カナダ、メキシコなど ・手押しフロアスイーパーのヨーロッパ市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模：ドイツ、イギリス、フランス、ロシア、イタリアなど ・手押しフロアスイーパーのアジア市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模：中国、日本、韓国、インド、東南アジア、オーストラリアなど ・手押しフロアスイーパーの南米市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模：ブラジル、アルゼンチンなど ・手押しフロアスイーパーの中東・アフリカ市場 - 種類別市場規模2018年-2029年 - 用途別市場規模2018年-2029年 - 主要国別市場規模：サウジアラビア、トルコ、エジプト、南アフリカなど ・市場力学（成長要因、阻害要因、トレンド、ポーターズファイブフォース分析） ・原材料および産業チェーン ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論 |
According to our (Global Info Research) latest study, the global Hand Push Floor Sweeper market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
Hand push floor sweeper is a wheeled machine designed to remove debris, coarse dirt and dust from the floor. Through the action of a rotating brush (one, or more than one), or through the combination of brush(es) + vacuum cleaner, a sweeper removes dry dirt from the ground, collecting it in an on-board waste container.
This report is a detailed and comprehensive analysis for global Hand Push Floor Sweeper market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.
Key Features:
Global Hand Push Floor Sweeper market size and forecasts, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Hand Push Floor Sweeper market size and forecasts by region and country, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Hand Push Floor Sweeper market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (K Units), and average selling prices (US$/Unit), 2018-2029
Global Hand Push Floor Sweeper market shares of main players, shipments in revenue ($ Million), sales quantity (K Units), and ASP (US$/Unit), 2018-2023
The Primary Objectives in This Report Are:
To determine the size of the total market opportunity of global and key countries
To assess the growth potential for Hand Push Floor Sweeper
To forecast future growth in each product and end-use market
To assess competitive factors affecting the marketplace
This report profiles key players in the global Hand Push Floor Sweeper market based on the following parameters – company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Karcher, Ryobi, B&G Cleaning, Factory Cat and Eureka, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Market Segmentation
Hand Push Floor Sweeper market is split by Type and by Application. For the period 2018-2029, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.
Market segment by Type
1 Side Brush
2 Side Brushes
Market segment by Application
Commercial
Household
Major players covered
Karcher
Ryobi
B&G Cleaning
Factory Cat
Eureka
Nilfisk
PowerBoss
Cleancraft
Stiga
Hyundai
Honda
SANITMAX
Hako
Roots Multiclean
TOMCAT
Kränzle
Market segment by region, regional analysis covers
North America (United States, Canada and Mexico)
Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)
Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)
South America (Brazil, Argentina, Colombia, and Rest of South America)
Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)
The content of the study subjects, includes a total of 15 chapters:
Chapter 1, to describe Hand Push Floor Sweeper product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top manufacturers of Hand Push Floor Sweeper, with price, sales, revenue and global market share of Hand Push Floor Sweeper from 2018 to 2023.
Chapter 3, the Hand Push Floor Sweeper competitive situation, sales quantity, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Hand Push Floor Sweeper breakdown data are shown at the regional level, to show the sales quantity, consumption value and growth by regions, from 2018 to 2029.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2018 to 2029.
Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value and market share for key countries in the world, from 2017 to 2022.and Hand Push Floor Sweeper market forecast, by regions, type and application, with sales and revenue, from 2024 to 2029.
Chapter 12, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War.
Chapter 13, the key raw materials and key suppliers, and industry chain of Hand Push Floor Sweeper.
Chapter 14 and 15, to describe Hand Push Floor Sweeper sales channel, distributors, customers, research findings and conclusion.
1 Market Overview
1.1 Product Overview and Scope of Hand Push Floor Sweeper
1.2 Market Estimation Caveats and Base Year
1.3 Market Analysis by Type
1.3.1 Overview: Global Hand Push Floor Sweeper Consumption Value by Type: 2018 Versus 2022 Versus 2029
1.3.2 1 Side Brush
1.3.3 2 Side Brushes
1.4 Market Analysis by Application
1.4.1 Overview: Global Hand Push Floor Sweeper Consumption Value by Application: 2018 Versus 2022 Versus 2029
1.4.2 Commercial
1.4.3 Household
1.5 Global Hand Push Floor Sweeper Market Size & Forecast
1.5.1 Global Hand Push Floor Sweeper Consumption Value (2018 & 2022 & 2029)
1.5.2 Global Hand Push Floor Sweeper Sales Quantity (2018-2029)
1.5.3 Global Hand Push Floor Sweeper Average Price (2018-2029)
2 Manufacturers Profiles
2.1 Karcher
2.1.1 Karcher Details
2.1.2 Karcher Major Business
2.1.3 Karcher Hand Push Floor Sweeper Product and Services
2.1.4 Karcher Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.1.5 Karcher Recent Developments/Updates
2.2 Ryobi
2.2.1 Ryobi Details
2.2.2 Ryobi Major Business
2.2.3 Ryobi Hand Push Floor Sweeper Product and Services
2.2.4 Ryobi Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.2.5 Ryobi Recent Developments/Updates
2.3 B&G Cleaning
2.3.1 B&G Cleaning Details
2.3.2 B&G Cleaning Major Business
2.3.3 B&G Cleaning Hand Push Floor Sweeper Product and Services
2.3.4 B&G Cleaning Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.3.5 B&G Cleaning Recent Developments/Updates
2.4 Factory Cat
2.4.1 Factory Cat Details
2.4.2 Factory Cat Major Business
2.4.3 Factory Cat Hand Push Floor Sweeper Product and Services
2.4.4 Factory Cat Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.4.5 Factory Cat Recent Developments/Updates
2.5 Eureka
2.5.1 Eureka Details
2.5.2 Eureka Major Business
2.5.3 Eureka Hand Push Floor Sweeper Product and Services
2.5.4 Eureka Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.5.5 Eureka Recent Developments/Updates
2.6 Nilfisk
2.6.1 Nilfisk Details
2.6.2 Nilfisk Major Business
2.6.3 Nilfisk Hand Push Floor Sweeper Product and Services
2.6.4 Nilfisk Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.6.5 Nilfisk Recent Developments/Updates
2.7 PowerBoss
2.7.1 PowerBoss Details
2.7.2 PowerBoss Major Business
2.7.3 PowerBoss Hand Push Floor Sweeper Product and Services
2.7.4 PowerBoss Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.7.5 PowerBoss Recent Developments/Updates
2.8 Cleancraft
2.8.1 Cleancraft Details
2.8.2 Cleancraft Major Business
2.8.3 Cleancraft Hand Push Floor Sweeper Product and Services
2.8.4 Cleancraft Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.8.5 Cleancraft Recent Developments/Updates
2.9 Stiga
2.9.1 Stiga Details
2.9.2 Stiga Major Business
2.9.3 Stiga Hand Push Floor Sweeper Product and Services
2.9.4 Stiga Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.9.5 Stiga Recent Developments/Updates
2.10 Hyundai
2.10.1 Hyundai Details
2.10.2 Hyundai Major Business
2.10.3 Hyundai Hand Push Floor Sweeper Product and Services
2.10.4 Hyundai Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.10.5 Hyundai Recent Developments/Updates
2.11 Honda
2.11.1 Honda Details
2.11.2 Honda Major Business
2.11.3 Honda Hand Push Floor Sweeper Product and Services
2.11.4 Honda Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.11.5 Honda Recent Developments/Updates
2.12 SANITMAX
2.12.1 SANITMAX Details
2.12.2 SANITMAX Major Business
2.12.3 SANITMAX Hand Push Floor Sweeper Product and Services
2.12.4 SANITMAX Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.12.5 SANITMAX Recent Developments/Updates
2.13 Hako
2.13.1 Hako Details
2.13.2 Hako Major Business
2.13.3 Hako Hand Push Floor Sweeper Product and Services
2.13.4 Hako Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.13.5 Hako Recent Developments/Updates
2.14 Roots Multiclean
2.14.1 Roots Multiclean Details
2.14.2 Roots Multiclean Major Business
2.14.3 Roots Multiclean Hand Push Floor Sweeper Product and Services
2.14.4 Roots Multiclean Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.14.5 Roots Multiclean Recent Developments/Updates
2.15 TOMCAT
2.15.1 TOMCAT Details
2.15.2 TOMCAT Major Business
2.15.3 TOMCAT Hand Push Floor Sweeper Product and Services
2.15.4 TOMCAT Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.15.5 TOMCAT Recent Developments/Updates
2.16 Kränzle
2.16.1 Kränzle Details
2.16.2 Kränzle Major Business
2.16.3 Kränzle Hand Push Floor Sweeper Product and Services
2.16.4 Kränzle Hand Push Floor Sweeper Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
2.16.5 Kränzle Recent Developments/Updates
3 Competitive Environment: Hand Push Floor Sweeper by Manufacturer
3.1 Global Hand Push Floor Sweeper Sales Quantity by Manufacturer (2018-2023)
3.2 Global Hand Push Floor Sweeper Revenue by Manufacturer (2018-2023)
3.3 Global Hand Push Floor Sweeper Average Price by Manufacturer (2018-2023)
3.4 Market Share Analysis (2022)
3.4.1 Producer Shipments of Hand Push Floor Sweeper by Manufacturer Revenue ($MM) and Market Share (%): 2022
3.4.2 Top 3 Hand Push Floor Sweeper Manufacturer Market Share in 2022
3.4.2 Top 6 Hand Push Floor Sweeper Manufacturer Market Share in 2022
3.5 Hand Push Floor Sweeper Market: Overall Company Footprint Analysis
3.5.1 Hand Push Floor Sweeper Market: Region Footprint
3.5.2 Hand Push Floor Sweeper Market: Company Product Type Footprint
3.5.3 Hand Push Floor Sweeper Market: Company Product Application Footprint
3.6 New Market Entrants and Barriers to Market Entry
3.7 Mergers, Acquisition, Agreements, and Collaborations
4 Consumption Analysis by Region
4.1 Global Hand Push Floor Sweeper Market Size by Region
4.1.1 Global Hand Push Floor Sweeper Sales Quantity by Region (2018-2029)
4.1.2 Global Hand Push Floor Sweeper Consumption Value by Region (2018-2029)
4.1.3 Global Hand Push Floor Sweeper Average Price by Region (2018-2029)
4.2 North America Hand Push Floor Sweeper Consumption Value (2018-2029)
4.3 Europe Hand Push Floor Sweeper Consumption Value (2018-2029)
4.4 Asia-Pacific Hand Push Floor Sweeper Consumption Value (2018-2029)
4.5 South America Hand Push Floor Sweeper Consumption Value (2018-2029)
4.6 Middle East and Africa Hand Push Floor Sweeper Consumption Value (2018-2029)
5 Market Segment by Type
5.1 Global Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
5.2 Global Hand Push Floor Sweeper Consumption Value by Type (2018-2029)
5.3 Global Hand Push Floor Sweeper Average Price by Type (2018-2029)
6 Market Segment by Application
6.1 Global Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
6.2 Global Hand Push Floor Sweeper Consumption Value by Application (2018-2029)
6.3 Global Hand Push Floor Sweeper Average Price by Application (2018-2029)
7 North America
7.1 North America Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
7.2 North America Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
7.3 North America Hand Push Floor Sweeper Market Size by Country
7.3.1 North America Hand Push Floor Sweeper Sales Quantity by Country (2018-2029)
7.3.2 North America Hand Push Floor Sweeper Consumption Value by Country (2018-2029)
7.3.3 United States Market Size and Forecast (2018-2029)
7.3.4 Canada Market Size and Forecast (2018-2029)
7.3.5 Mexico Market Size and Forecast (2018-2029)
8 Europe
8.1 Europe Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
8.2 Europe Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
8.3 Europe Hand Push Floor Sweeper Market Size by Country
8.3.1 Europe Hand Push Floor Sweeper Sales Quantity by Country (2018-2029)
8.3.2 Europe Hand Push Floor Sweeper Consumption Value by Country (2018-2029)
8.3.3 Germany Market Size and Forecast (2018-2029)
8.3.4 France Market Size and Forecast (2018-2029)
8.3.5 United Kingdom Market Size and Forecast (2018-2029)
8.3.6 Russia Market Size and Forecast (2018-2029)
8.3.7 Italy Market Size and Forecast (2018-2029)
9 Asia-Pacific
9.1 Asia-Pacific Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
9.2 Asia-Pacific Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
9.3 Asia-Pacific Hand Push Floor Sweeper Market Size by Region
9.3.1 Asia-Pacific Hand Push Floor Sweeper Sales Quantity by Region (2018-2029)
9.3.2 Asia-Pacific Hand Push Floor Sweeper Consumption Value by Region (2018-2029)
9.3.3 China Market Size and Forecast (2018-2029)
9.3.4 Japan Market Size and Forecast (2018-2029)
9.3.5 Korea Market Size and Forecast (2018-2029)
9.3.6 India Market Size and Forecast (2018-2029)
9.3.7 Southeast Asia Market Size and Forecast (2018-2029)
9.3.8 Australia Market Size and Forecast (2018-2029)
10 South America
10.1 South America Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
10.2 South America Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
10.3 South America Hand Push Floor Sweeper Market Size by Country
10.3.1 South America Hand Push Floor Sweeper Sales Quantity by Country (2018-2029)
10.3.2 South America Hand Push Floor Sweeper Consumption Value by Country (2018-2029)
10.3.3 Brazil Market Size and Forecast (2018-2029)
10.3.4 Argentina Market Size and Forecast (2018-2029)
11 Middle East & Africa
11.1 Middle East & Africa Hand Push Floor Sweeper Sales Quantity by Type (2018-2029)
11.2 Middle East & Africa Hand Push Floor Sweeper Sales Quantity by Application (2018-2029)
11.3 Middle East & Africa Hand Push Floor Sweeper Market Size by Country
11.3.1 Middle East & Africa Hand Push Floor Sweeper Sales Quantity by Country (2018-2029)
11.3.2 Middle East & Africa Hand Push Floor Sweeper Consumption Value by Country (2018-2029)
11.3.3 Turkey Market Size and Forecast (2018-2029)
11.3.4 Egypt Market Size and Forecast (2018-2029)
11.3.5 Saudi Arabia Market Size and Forecast (2018-2029)
11.3.6 South Africa Market Size and Forecast (2018-2029)
12 Market Dynamics
12.1 Hand Push Floor Sweeper Market Drivers
12.2 Hand Push Floor Sweeper Market Restraints
12.3 Hand Push Floor Sweeper Trends Analysis
12.4 Porters Five Forces Analysis
12.4.1 Threat of New Entrants
12.4.2 Bargaining Power of Suppliers
12.4.3 Bargaining Power of Buyers
12.4.4 Threat of Substitutes
12.4.5 Competitive Rivalry
12.5 Influence of COVID-19 and Russia-Ukraine War
12.5.1 Influence of COVID-19
12.5.2 Influence of Russia-Ukraine War
13 Raw Material and Industry Chain
13.1 Raw Material of Hand Push Floor Sweeper and Key Manufacturers
13.2 Manufacturing Costs Percentage of Hand Push Floor Sweeper
13.3 Hand Push Floor Sweeper Production Process
13.4 Hand Push Floor Sweeper Industrial Chain
14 Shipments by Distribution Channel
14.1 Sales Channel
14.1.1 Direct to End-User
14.1.2 Distributors
14.2 Hand Push Floor Sweeper Typical Distributors
14.3 Hand Push Floor Sweeper Typical Customers
15 Research Findings and Conclusion
16 Appendix
16.1 Methodology
16.2 Research Process and Data Source
16.3 Disclaimer