Indoor LBS Market Status and Trend Analysis 2017-2026 (COVID-19 Version)
November 2020
170
About the Report
About the Report
Summary
Further key aspects of the report indicate that:
Chapter 1: Research Scope: Product Definition, Type, End-Use & Methodology
Chapter 2: Global Industry Summary
Chapter 3: Market Dynamics
Chapter 4: Global Market Segmentation by region, type and End-Use
Chapter 5: North America Market Segmentation by region, type and End-Use
Chapter 6: Europe Market Segmentation by region, type and End-Use
Chapter 7: Asia-Pacific Market Segmentation by region, type and End-Use
Chapter 8: South America Market Segmentation by region, type and End-Use
Chapter 9: Middle East and Africa Market Segmentation by region, type and End-Use.
Chapter 10: Market Competition by Companies
Chapter 11: Market forecast and environment forecast.
Chapter 12: Industry Summary.
The global Indoor LBS market has the potential to grow with xx million USD with growing CAGR in the forecast period from 2021f to 2026f. Factors driving the market for @@@@@ are the significant development of demand and improvement of COVID-19 and geo-economics.
Based on the type of product, the global Indoor LBS market segmented into
Network-Based Positioning System
Independent Positioning System
Hybrid Positioning System
Based on the end-use, the global Indoor LBS market classified into
Offices and Commercial Buildings
Government, Public Safety and Urban Security
Healthcare
Travel and Hospitality
Aviation
Academia and Education
Oil, Gas and Mining
Manufacturing, Distribution and Logistics
Based on geography, the global Indoor LBS market segmented into
North America [U.S., Canada, Mexico]
Europe [Germany, UK, France, Italy, Rest of Europe]
Asia-Pacific [China, India, Japan, South Korea, Southeast Asia, Australia, Rest of Asia Pacific]
South America [Brazil, Argentina, Rest of Latin America]
Middle East & Africa [GCC, North Africa, South Africa, Rest of Middle East and Africa]
And the major players included in the report are
Google(US)
Apple(US)
HERE Maps(FI)
Aisle411(US)
Broadcom(US)
IndoorAtals(FI)
Senion(SE)
Acuity Brands(ByteLight)(US)
Wifarer(CA)
Microsoft(US)
Cisco Systems(US)
Skyhook(TruePosition)(US)
Insiteo(US)
Shopkick(US)
Ekahau(US)
Ericsson(SE)
Point Inside(US)
Qualcomm(US)
Zonith(DK)
Navizon/Accuware(US)
Locata Corporation(AU)
Ubisense(UK)
Meridian(US)
Sensewhere(UK)
TRX Systems(US)
Rtmap(CN)
URadio Systems(CN)
Huace Optical-communications(CN)
Products
Table of Contents
Table of Contents
Table of Contents
1 RESEARCH SCOPE
1.1 Research Product Definition
1.2 Research Segmentation
1.2.1 Product Type
1.2.2 Main product Type of Major Players
1.3 Demand Overview
1.4 Research Methodology
2 GLOBAL INDOOR LBS INDUSTRY
2.1 Summary about Indoor LBS Industry
2.2 Indoor LBS Market Trends
2.2.1 Indoor LBS Production & Consumption Trends
2.2.2 Indoor LBS Demand Structure Trends
2.3 Indoor LBS Cost & Price
3 MARKET DYNAMICS
3.1 Manufacturing & Purchasing Behavior in 2020
3.2 Market Development under the Impact of COVID-19
3.2.1 Drivers
3.2.2 Restraints
3.2.3 Opportunity
3.2.4 Risk
4 GLOBAL MARKET SEGMENTATION
4.1 Region Segmentation (2017 to 2021f)
4.1.1 North America (U.S., Canada and Mexico)
4.1.2 Europe (Germany, UK, France, Italy, Rest of Europe)
4.1.3 Asia-Pacific (China, India, Japan, South Korea, Southeast Asia, Australia, Rest of Asia Pacific)
4.1.4 South America (Brazil,, Argentina, Rest of Latin America)
4.1.5 Middle East and Africa (GCC, North Africa, South Africa, Rest of Middle East and Africa)
4.2 Product Type Segmentation (2017 to 2021f)
4.2.1 Network-Based Positioning System
4.2.2 Independent Positioning System
4.2.3 Hybrid Positioning System
4.3 Consumption Segmentation (2017 to 2021f)
4.3.1 Offices and Commercial Buildings
4.3.2 Government, Public Safety and Urban Security
4.3.3 Healthcare
4.3.4 Travel and Hospitality
4.3.5 Aviation
4.3.6 Academia and Education
4.3.7 Oil, Gas and Mining
4.3.8 Manufacturing, Distribution and Logistics
5 NORTH AMERICA MARKET SEGMENT
5.1 Region Segmentation (2017 to 2021f)
5.1.1 U.S.
5.1.2 Canada
5.1.3 Mexico
5.2 Product Type Segmentation (2017 to 2021f)
5.2.1 Network-Based Positioning System
5.2.2 Independent Positioning System
5.2.3 Hybrid Positioning System
5.3 Consumption Segmentation (2017 to 2021f)
5.3.1 Offices and Commercial Buildings
5.3.2 Government, Public Safety and Urban Security
5.3.3 Healthcare
5.3.4 Travel and Hospitality
5.3.5 Aviation
5.3.6 Academia and Education
5.3.7 Oil, Gas and Mining
5.3.8 Manufacturing, Distribution and Logistics
5.4 Impact of COVID-19 in North America
6 EUROPE MARKET SEGMENTATION
6.1 Region Segmentation (2017 to 2021f)
6.1.1 Germany
6.1.2 UK
6.1.3 France
6.1.4 Italy
6.1.5 Rest of Europe
6.2 Product Type Segmentation (2017 to 2021f)
6.2.1 Network-Based Positioning System
6.2.2 Independent Positioning System
6.2.3 Hybrid Positioning System
6.3 Consumption Segmentation (2017 to 2021f)
6.3.1 Offices and Commercial Buildings
6.3.2 Government, Public Safety and Urban Security
6.3.3 Healthcare
6.3.4 Travel and Hospitality
6.3.5 Aviation
6.3.6 Academia and Education
6.3.7 Oil, Gas and Mining
6.3.8 Manufacturing, Distribution and Logistics
6.4 Impact of COVID-19 in Europe
7 ASIA-PACIFIC MARKET SEGMENTATION
7.1 Region Segmentation (2017 to 2021f)
7.1.1 China
7.1.2 India
7.1.3 Japan
7.1.4 South Korea
7.1.5 Southeast Asia
7.1.6 Australia
7.1.7 Rest of Asia Pacific
7.2 Product Type Segmentation (2017 to 2021f)
7.2.1 Network-Based Positioning System
7.2.2 Independent Positioning System
7.2.3 Hybrid Positioning System
7.3 Consumption Segmentation (2017 to 2021f)
7.3.1 Offices and Commercial Buildings
7.3.2 Government, Public Safety and Urban Security
7.3.3 Healthcare
7.3.4 Travel and Hospitality
7.3.5 Aviation
7.3.6 Academia and Education
7.3.7 Oil, Gas and Mining
7.3.8 Manufacturing, Distribution and Logistics
7.4 Impact of COVID-19 in Europe
8 SOUTH AMERICA MARKET SEGMENTATION
8.1 Region Segmentation (2017 to 2021f)
8.1.1 Brazil
8.1.2 Argentina
8.1.3 Rest of Latin America
8.2 Product Type Segmentation (2017 to 2021f)
8.2.1 Network-Based Positioning System
8.2.2 Independent Positioning System
8.2.3 Hybrid Positioning System
8.3 Consumption Segmentation (2017 to 2021f)
8.3.1 Offices and Commercial Buildings
8.3.2 Government, Public Safety and Urban Security
8.3.3 Healthcare
8.3.4 Travel and Hospitality
8.3.5 Aviation
8.3.6 Academia and Education
8.3.7 Oil, Gas and Mining
8.3.8 Manufacturing, Distribution and Logistics
8.4 Impact of COVID-19 in Europe
9 MIDDLE EAST AND AFRICA MARKET SEGMENTATION
9.1 Region Segmentation (2017 to 2021f)
9.1.1 GCC
9.1.2 North Africa
9.1.3 South Africa
9.1.4 Rest of Middle East and Africa
9.2 Product Type Segmentation (2017 to 2021f)
9.2.1 Network-Based Positioning System
9.2.2 Independent Positioning System
9.2.3 Hybrid Positioning System
9.3 Consumption Segmentation (2017 to 2021f)
9.3.1 Offices and Commercial Buildings
9.3.2 Government, Public Safety and Urban Security
9.3.3 Healthcare
9.3.4 Travel and Hospitality
9.3.5 Aviation
9.3.6 Academia and Education
9.3.7 Oil, Gas and Mining
9.3.8 Manufacturing, Distribution and Logistics
9.4 Impact of COVID-19 in Europe
10 COMPETITION OF MAJOR PLAYERS
10.1 Brief Introduction of Major Players
10.1.1 Google(US)
10.1.2 Apple(US)
10.1.3 HERE Maps(FI)
10.1.4 Aisle411(US)
10.1.5 Broadcom(US)
10.1.6 IndoorAtals(FI)
10.1.7 Senion(SE)
10.1.8 Acuity Brands(ByteLight)(US)
10.1.9 Wifarer(CA)
10.1.10 Microsoft(US)
10.1.11 Cisco Systems(US)
10.1.12 Skyhook(TruePosition)(US)
10.1.13 Insiteo(US)
10.1.14 Shopkick(US)
10.1.15 Ekahau(US)
10.1.16 Ericsson(SE)
10.1.17 Point Inside(US)
10.1.18 Qualcomm(US)
10.1.19 Zonith(DK)
10.1.20 Navizon/Accuware(US)
10.1.21 Locata Corporation(AU)
10.1.22 Ubisense(UK)
10.1.23 Meridian(US)
10.1.24 Sensewhere(UK)
10.1.25 TRX Systems(US)
10.1.26 Rtmap(CN)
10.1.27 URadio Systems(CN)
10.1.28 Huace Optical-communications(CN)
10.2 Indoor LBS Sales Date of Major Players (2017-2020e)
10.2.1 Google(US)
10.2.2 Apple(US)
10.2.3 HERE Maps(FI)
10.2.4 Aisle411(US)
10.2.5 Broadcom(US)
10.2.6 IndoorAtals(FI)
10.2.7 Senion(SE)
10.2.8 Acuity Brands(ByteLight)(US)
10.2.9 Wifarer(CA)
10.2.10 Microsoft(US)
10.2.11 Cisco Systems(US)
10.2.12 Skyhook(TruePosition)(US)
10.2.13 Insiteo(US)
10.2.14 Shopkick(US)
10.2.15 Ekahau(US)
10.2.16 Ericsson(SE)
10.2.17 Point Inside(US)
10.2.18 Qualcomm(US)
10.2.19 Zonith(DK)
10.2.20 Navizon/Accuware(US)
10.2.21 Locata Corporation(AU)
10.2.22 Ubisense(UK)
10.2.23 Meridian(US)
10.2.24 Sensewhere(UK)
10.2.25 TRX Systems(US)
10.2.26 Rtmap(CN)
10.2.27 URadio Systems(CN)
10.2.28 Huace Optical-communications(CN)
10.3 Market Distribution of Major Players
10.4 Global Competition Segmentation
11 MARKET FORECAST
11.1 Forecast by Region
11.2 Forecast by Demand
11.3 Environment Forecast
11.3.1 Impact of COVID-19
11.3.2 Geopolitics Overview
11.3.3 Economic Overview of Major Countries
12 REPORT SUMMARY STATEMENT
List of Figure
List of Figure
1.Figure Global Indoor LBS Market Size under the Impact of COVID-19, 2017-2021f (USD Million)
2.Figure Global Indoor LBS Market by Region under the Impact of COVID-19, 2017-2021f (USD Million)
3.Figure Global Indoor LBS Market by Product Type under the Impact of COVID-19, 2017-2021f (USD Million)
4.Figure Global Indoor LBS Market by Demand under the Impact of COVID-19, 2017-2021f (USD Million)
5.Figure Global Indoor LBS Production by Region under the Impact of COVID-19, 2021-2026 (USD Million)
6.Figure Global Indoor LBS Consumption by Region under the Impact of COVID-19, 2021-2026 (USD Million)
7.Figure Global Indoor LBS Consumption by Type under the Impact of COVID-19, 2021-2026 (USD Million)
8.Figure North America Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
9.Figure Europe Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
10.Figure Asia-Pacific Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
11.Figure South America Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
12.Figure Middle East and Africa Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
13.Figure Network-Based Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
14.Figure Independent Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
15.Figure Hybrid Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
16.Figure Offices and Commercial Buildings Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
17.Figure Government, Public Safety and Urban Security Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
18.Figure Healthcare Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
19.Figure Travel and Hospitality Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
20.Figure Aviation Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
21.Figure Academia and Education Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
22.Figure Oil, Gas and Mining Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
23.Figure Manufacturing, Distribution and Logistics Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
24.Figure U.S. Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
25.Figure Canada Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
26.Figure Mexico Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
27.Figure Network-Based Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
28.Figure Independent Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
29.Figure Hybrid Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
30.Figure Offices and Commercial Buildings Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
31.Figure Government, Public Safety and Urban Security Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
32.Figure Healthcare Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
33.Figure Travel and Hospitality Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
34.Figure Aviation Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
35.Figure Academia and Education Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
36.Figure Oil, Gas and Mining Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
37.Figure Manufacturing, Distribution and Logistics Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
38.Figure Germany Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
39.Figure UK Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
40.Figure France Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
41.Figure Italy Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
42.Figure Rest of Europe Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
43.Figure Network-Based Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
44.Figure Independent Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
45.Figure Hybrid Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
46.Figure Offices and Commercial Buildings Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
47.Figure Government, Public Safety and Urban Security Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
48.Figure Healthcare Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
49.Figure Travel and Hospitality Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
50.Figure Aviation Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
51.Figure Academia and Education Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
52.Figure Oil, Gas and Mining Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
53.Figure Manufacturing, Distribution and Logistics Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
54.Figure China Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
55.Figure India Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
56.Figure Japan Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
57.Figure South Korea Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
58.Figure Southeast Asia Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
59.Figure Australia Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
60.Figure Rest of Asia Pacific Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
61.Figure Network-Based Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
62.Figure Independent Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
63.Figure Hybrid Positioning System Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
64.Figure Offices and Commercial Buildings Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
65.Figure Government, Public Safety and Urban Security Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
66.Figure Healthcare Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
67.Figure Travel and Hospitality Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
68.Figure Aviation Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
69.Figure Academia and Education Segmentation Market Size (USD Million) 2017-2021f and Year-over-year (YOY) Growth (%) 2018-2021f
70.Figure Oil, Gas a
List of Table
List of Table
1.Table Indoor LBS Product Type Overview
2.Table Indoor LBS Product Type Market Share List
3.Table Indoor LBS Product Type of Major Players
4.Table Brief Introduction of Google(US)
5.Table Brief Introduction of Apple(US)
6.Table Brief Introduction of HERE Maps(FI)
7.Table Brief Introduction of Aisle411(US)
8.Table Brief Introduction of Broadcom(US)
9.Table Brief Introduction of IndoorAtals(FI)
10.Table Brief Introduction of Senion(SE)
11.Table Brief Introduction of Acuity Brands(ByteLight)(US)
12.Table Brief Introduction of Wifarer(CA)
13.Table Brief Introduction of Microsoft(US)
14.Table Brief Introduction of Cisco Systems(US)
15.Table Brief Introduction of Skyhook(TruePosition)(US)
16.Table Brief Introduction of Insiteo(US)
17.Table Brief Introduction of Shopkick(US)
18.Table Brief Introduction of Ekahau(US)
19.Table Brief Introduction of Ericsson(SE)
20.Table Brief Introduction of Point Inside(US)
21.Table Brief Introduction of Qualcomm(US)
22.Table Brief Introduction of Zonith(DK)
23.Table Brief Introduction of Navizon/Accuware(US)
24.Table Brief Introduction of Locata Corporation(AU)
25.Table Brief Introduction of Ubisense(UK)
26.Table Brief Introduction of Meridian(US)
27.Table Brief Introduction of Sensewhere(UK)
28.Table Brief Introduction of TRX Systems(US)
29.Table Brief Introduction of Rtmap(CN)
30.Table Brief Introduction of URadio Systems(CN)
31.Table Brief Introduction of Huace Optical-communications(CN)
32.Table Products & Services of Google(US)
33.Table Products & Services of Apple(US)
34.Table Products & Services of HERE Maps(FI)
35.Table Products & Services of Aisle411(US)
36.Table Products & Services of Broadcom(US)
37.Table Products & Services of IndoorAtals(FI)
38.Table Products & Services of Senion(SE)
39.Table Products & Services of Acuity Brands(ByteLight)(US)
40.Table Products & Services of Wifarer(CA)
41.Table Products & Services of Microsoft(US)
42.Table Products & Services of Cisco Systems(US)
43.Table Products & Services of Skyhook(TruePosition)(US)
44.Table Products & Services of Insiteo(US)
45.Table Products & Services of Shopkick(US)
46.Table Products & Services of Ekahau(US)
47.Table Products & Services of Ericsson(SE)
48.Table Products & Services of Point Inside(US)
49.Table Products & Services of Qualcomm(US)
50.Table Products & Services of Zonith(DK)
51.Table Products & Services of Navizon/Accuware(US)
52.Table Products & Services of Locata Corporation(AU)
53.Table Products & Services of Ubisense(UK)
54.Table Products & Services of Meridian(US)
55.Table Products & Services of Sensewhere(UK)
56.Table Products & Services of TRX Systems(US)
57.Table Products & Services of Rtmap(CN)
58.Table Products & Services of URadio Systems(CN)
59.Table Products & Services of Huace Optical-communications(CN)
60.Table Market Distribution of Major Players
61.Table Global Major Players Sales Revenue (Million USD) 2017-2020e
62.Table Global Major Players Sales Revenue (Million USD) Share 2017-2020e
63.Table Global Indoor LBS Market Forecast (Million USD) by Region 2021f-2026f
64.Table Global Indoor LBS Market Forecast (Million USD) Share by Region 2021f-2026f
65.Table Global Indoor LBS Market Forecast (Million USD) by Demand 2021f-2026f
66.Table Global Indoor LBS Market Forecast (Million USD) Share by Demand 2021f-2026f
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