Based on the Identity Analytics market development status, competitive landscape and development model in different regions of the world, this report is dedicated to providing niche markets, potential risks and comprehensive competitive strategy analysis in different fields. From the competitive advantages of different types of products and services, the development opportunities and consumption characteristics and structure analysis of the downstream application fields are all analyzed in detail. To Boost Growth during the epidemic era, this report analyzes in detail for the potential risks and opportunities which can be focused on.
In Chapter 2.4 of the report, we share our perspectives for the impact of COVID-19 from the long and short term.
In chapter 3.4, we provide the influence of the crisis on the industry chain, especially for marketing channels.
In chapters 8-13, we update the timely industry economic revitalization plan of the country-wise government.
Key players in the global Identity Analytics market covered in Chapter 5:
Hitachi Id Systems
Happiest Minds
Verint Systems
LogRhythm
ID analytics (Symantec)
NetIQ (Microfocus)
Microsoft
Oracle
Evidian
Gurucul
In Chapter 6, on the basis of types, the Identity Analytics market from 2015 to 2025 is primarily split into:
Software
Services
In Chapter 7, on the basis of applications, the Identity Analytics market from 2015 to 2025 covers:
BFSI
Telecom & IT
Government
Manufacturing
Retail
Healthcare
Others
Geographically, the detailed analysis of consumption, revenue, market share and growth rate, historic and forecast (2015-2025) of the following regions are covered in Chapter 8-13:
North America (Covered in Chapter 9)
United States
Canada
Mexico
Europe (Covered in Chapter 10)
Germany
UK
France
Italy
Spain
Russia
Others
Asia-Pacific (Covered in Chapter 11)
China
Japan
South Korea
Australia
India
South America (Covered in Chapter 12)
Brazil
Argentina
Columbia
Middle East and Africa (Covered in Chapter 13)
UAE
Egypt
South Africa
Years considered for this report:
Historical Years: 2015-2019
Base Year: 2019
Estimated Year: 2020
Forecast Period: 2020-2025
Global Identity Analytics Market Research Report with Opportunities and Strategies to Boost Growth- COVID-19 Impact and Recovery
Table of Content
1 Market Overview
1.1 Product Definition and Market Characteristics
1.2 Global Identity Analytics Market Size
1.3 Market Segmentation
1.4 Global Macroeconomic Analysis
1.5 SWOT Analysis
2. Market Dynamics
2.1 Market Drivers
2.2 Market Constraints and Challenges
2.3 Emerging Market Trends
2.4 Impact of COVID-19
2.4.1 Short-term Impact
2.4.2 Long-term Impact
3 Associated Industry Assessment
3.1 Supply Chain Analysis
3.2 Industry Active Participants
3.2.1 Suppliers of Raw Materials
3.2.2 Key Distributors/Retailers
3.3 Alternative Analysis
3.4 The Impact of Covid-19 From the Perspective of Industry Chain
4 Market Competitive Landscape
4.1 Industry Leading Players
4.2 Industry News
4.2.1 Key Product Launch News
4.2.2 M&A and Expansion Plans
5 Analysis of Leading Companies
5.1 Hitachi Id Systems
5.1.1 Hitachi Id Systems Company Profile
5.1.2 Hitachi Id Systems Business Overview
5.1.3 Hitachi Id Systems Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.1.4 Hitachi Id Systems Identity Analytics Products Introduction
5.2 Happiest Minds
5.2.1 Happiest Minds Company Profile
5.2.2 Happiest Minds Business Overview
5.2.3 Happiest Minds Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.2.4 Happiest Minds Identity Analytics Products Introduction
5.3 Verint Systems
5.3.1 Verint Systems Company Profile
5.3.2 Verint Systems Business Overview
5.3.3 Verint Systems Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.3.4 Verint Systems Identity Analytics Products Introduction
5.4 LogRhythm
5.4.1 LogRhythm Company Profile
5.4.2 LogRhythm Business Overview
5.4.3 LogRhythm Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.4.4 LogRhythm Identity Analytics Products Introduction
5.5 ID analytics (Symantec)
5.5.1 ID analytics (Symantec) Company Profile
5.5.2 ID analytics (Symantec) Business Overview
5.5.3 ID analytics (Symantec) Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.5.4 ID analytics (Symantec) Identity Analytics Products Introduction
5.6 NetIQ (Microfocus)
5.6.1 NetIQ (Microfocus) Company Profile
5.6.2 NetIQ (Microfocus) Business Overview
5.6.3 NetIQ (Microfocus) Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.6.4 NetIQ (Microfocus) Identity Analytics Products Introduction
5.7 Microsoft
5.7.1 Microsoft Company Profile
5.7.2 Microsoft Business Overview
5.7.3 Microsoft Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.7.4 Microsoft Identity Analytics Products Introduction
5.8 Oracle
5.8.1 Oracle Company Profile
5.8.2 Oracle Business Overview
5.8.3 Oracle Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.8.4 Oracle Identity Analytics Products Introduction
5.9 Evidian
5.9.1 Evidian Company Profile
5.9.2 Evidian Business Overview
5.9.3 Evidian Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.9.4 Evidian Identity Analytics Products Introduction
5.10 Gurucul
5.10.1 Gurucul Company Profile
5.10.2 Gurucul Business Overview
5.10.3 Gurucul Identity Analytics Sales, Revenue, Average Selling Price and Gross Margin (2015-2020)
5.10.4 Gurucul Identity Analytics Products Introduction
6 Market Analysis and Forecast, By Product Types
6.1 Global Identity Analytics Sales, Revenue and Market Share by Types (2015-2020)
6.1.1 Global Identity Analytics Sales and Market Share by Types (2015-2020)
6.1.2 Global Identity Analytics Revenue and Market Share by Types (2015-2020)
6.1.3 Global Identity Analytics Price by Types (2015-2020)
6.2 Global Identity Analytics Market Forecast by Types (2020-2025)
6.2.1 Global Identity Analytics Market Forecast Sales and Market Share by Types (2020-2025)
6.2.2 Global Identity Analytics Market Forecast Revenue and Market Share by Types (2020-2025)
6.3 Global Identity Analytics Sales, Price and Growth Rate by Types (2015-2020)
6.3.1 Global Identity Analytics Sales, Price and Growth Rate of Software
6.3.2 Global Identity Analytics Sales, Price and Growth Rate of Services
6.4 Global Identity Analytics Market Revenue and Sales Forecast, by Types (2020-2025)
6.4.1 Software Market Revenue and Sales Forecast (2020-2025)
6.4.2 Services Market Revenue and Sales Forecast (2020-2025)
7 Market Analysis and Forecast, By Applications
7.1 Global Identity Analytics Sales, Revenue and Market Share by Applications (2015-2020)
7.1.1 Global Identity Analytics Sales and Market Share by Applications (2015-2020)
7.1.2 Global Identity Analytics Revenue and Market Share by Applications (2015-2020)
7.2 Global Identity Analytics Market Forecast by Applications (2020-2025)
7.2.1 Global Identity Analytics Market Forecast Sales and Market Share by Applications (2020-2025)
7.2.2 Global Identity Analytics Market Forecast Revenue and Market Share by Applications (2020-2025)
7.3 Global Revenue, Sales and Growth Rate by Applications (2015-2020)
7.3.1 Global Identity Analytics Revenue, Sales and Growth Rate of BFSI (2015-2020)
7.3.2 Global Identity Analytics Revenue, Sales and Growth Rate of Telecom & IT (2015-2020)
7.3.3 Global Identity Analytics Revenue, Sales and Growth Rate of Government (2015-2020)
7.3.4 Global Identity Analytics Revenue, Sales and Growth Rate of Manufacturing (2015-2020)
7.3.5 Global Identity Analytics Revenue, Sales and Growth Rate of Retail (2015-2020)
7.3.6 Global Identity Analytics Revenue, Sales and Growth Rate of Healthcare (2015-2020)
7.3.7 Global Identity Analytics Revenue, Sales and Growth Rate of Others (2015-2020)
7.4 Global Identity Analytics Market Revenue and Sales Forecast, by Applications (2020-2025)
7.4.1 BFSI Market Revenue and Sales Forecast (2020-2025)
7.4.2 Telecom & IT Market Revenue and Sales Forecast (2020-2025)
7.4.3 Government Market Revenue and Sales Forecast (2020-2025)
7.4.4 Manufacturing Market Revenue and Sales Forecast (2020-2025)
7.4.5 Retail Market Revenue and Sales Forecast (2020-2025)
7.4.6 Healthcare Market Revenue and Sales Forecast (2020-2025)
7.4.7 Others Market Revenue and Sales Forecast (2020-2025)
8 Market Analysis and Forecast, By Regions
8.1 Global Identity Analytics Sales by Regions (2015-2020)
8.2 Global Identity Analytics Market Revenue by Regions (2015-2020)
8.3 Global Identity Analytics Market Forecast by Regions (2020-2025)
9 North America Identity Analytics Market Analysis
9.1 Market Overview and Prospect Analysis
9.2 North America Identity Analytics Market Sales and Growth Rate (2015-2020)
9.3 North America Identity Analytics Market Revenue and Growth Rate (2015-2020)
9.4 North America Identity Analytics Market Forecast
9.5 The Influence of COVID-19 on North America Market
9.6 North America Identity Analytics Market Analysis by Country
9.6.1 U.S. Identity Analytics Sales and Growth Rate
9.6.2 Canada Identity Analytics Sales and Growth Rate
9.6.3 Mexico Identity Analytics Sales and Growth Rate
10 Europe Identity Analytics Market Analysis
10.1 Market Overview and Prospect Analysis
10.2 Europe Identity Analytics Market Sales and Growth Rate (2015-2020)
10.3 Europe Identity Analytics Market Revenue and Growth Rate (2015-2020)
10.4 Europe Identity Analytics Market Forecast
10.5 The Influence of COVID-19 on Europe Market
10.6 Europe Identity Analytics Market Analysis by Country
10.6.1 Germany Identity Analytics Sales and Growth Rate
10.6.2 United Kingdom Identity Analytics Sales and Growth Rate
10.6.3 France Identity Analytics Sales and Growth Rate
10.6.4 Italy Identity Analytics Sales and Growth Rate
10.6.5 Spain Identity Analytics Sales and Growth Rate
10.6.6 Russia Identity Analytics Sales and Growth Rate
11 Asia-Pacific Identity Analytics Market Analysis
11.1 Market Overview and Prospect Analysis
11.2 Asia-Pacific Identity Analytics Market Sales and Growth Rate (2015-2020)
11.3 Asia-Pacific Identity Analytics Market Revenue and Growth Rate (2015-2020)
11.4 Asia-Pacific Identity Analytics Market Forecast
11.5 The Influence of COVID-19 on Asia Pacific Market
11.6 Asia-Pacific Identity Analytics Market Analysis by Country
11.6.1 China Identity Analytics Sales and Growth Rate
11.6.2 Japan Identity Analytics Sales and Growth Rate
11.6.3 South Korea Identity Analytics Sales and Growth Rate
11.6.4 Australia Identity Analytics Sales and Growth Rate
11.6.5 India Identity Analytics Sales and Growth Rate
12 South America Identity Analytics Market Analysis
12.1 Market Overview and Prospect Analysis
12.2 South America Identity Analytics Market Sales and Growth Rate (2015-2020)
12.3 South America Identity Analytics Market Revenue and Growth Rate (2015-2020)
12.4 South America Identity Analytics Market Forecast
12.5 The Influence of COVID-19 on South America Market
12.6 South America Identity Analytics Market Analysis by Country
12.6.1 Brazil Identity Analytics Sales and Growth Rate
12.6.2 Argentina Identity Analytics Sales and Growth Rate
12.6.3 Columbia Identity Analytics Sales and Growth Rate
13 Middle East and Africa Identity Analytics Market Analysis
13.1 Market Overview and Prospect Analysis
13.2 Middle East and Africa Identity Analytics Market Sales and Growth Rate (2015-2020)
13.3 Middle East and Africa Identity Analytics Market Revenue and Growth Rate (2015-2020)
13.4 Middle East and Africa Identity Analytics Market Forecast
13.5 The Influence of COVID-19 on Middle East and Africa Market
13.6 Middle East and Africa Identity Analytics Market Analysis by Country
13.6.1 UAE Identity Analytics Sales and Growth Rate
13.6.2 Egypt Identity Analytics Sales and Growth Rate
13.6.3 South Africa Identity Analytics Sales and Growth Rate
14 Conclusions and Recommendations
14.1 Key Market Findings and Prospects
14.2 Advice for Investors
15 Appendix
15.1 Methodology
15.2 Research Data Source
List of Tables and Figures
Figure Product Picture
Figure Global Identity Analytics Market Size and Growth Rate 2015-2025
Table Identity Analytics Key Market Segments
Figure Global Identity Analytics Market Revenue ($) Segment by Type from 2015-2020
Figure Global Identity Analytics Market Revenue ($) Segment by Applications from 2015-2020
Table SWOT Analysis
Figure Global COVID-19 Status
Figure Supply Chain
Table Major Players Headquarters, and Service Area of Identity Analytics
Table Major Players Revenue in 2019
Figure Major Players Revenue Share in 2019
Table Hitachi Id Systems Company Profile
Table Hitachi Id Systems Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Hitachi Id Systems Production and Growth Rate
Figure Hitachi Id Systems Market Revenue ($) Market Share 2015-2020
Table Happiest Minds Company Profile
Table Happiest Minds Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Happiest Minds Production and Growth Rate
Figure Happiest Minds Market Revenue ($) Market Share 2015-2020
Table Verint Systems Company Profile
Table Verint Systems Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Verint Systems Production and Growth Rate
Figure Verint Systems Market Revenue ($) Market Share 2015-2020
Table LogRhythm Company Profile
Table LogRhythm Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure LogRhythm Production and Growth Rate
Figure LogRhythm Market Revenue ($) Market Share 2015-2020
Table ID analytics (Symantec) Company Profile
Table ID analytics (Symantec) Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure ID analytics (Symantec) Production and Growth Rate
Figure ID analytics (Symantec) Market Revenue ($) Market Share 2015-2020
Table NetIQ (Microfocus) Company Profile
Table NetIQ (Microfocus) Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure NetIQ (Microfocus) Production and Growth Rate
Figure NetIQ (Microfocus) Market Revenue ($) Market Share 2015-2020
Table Microsoft Company Profile
Table Microsoft Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Microsoft Production and Growth Rate
Figure Microsoft Market Revenue ($) Market Share 2015-2020
Table Oracle Company Profile
Table Oracle Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Oracle Production and Growth Rate
Figure Oracle Market Revenue ($) Market Share 2015-2020
Table Evidian Company Profile
Table Evidian Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Evidian Production and Growth Rate
Figure Evidian Market Revenue ($) Market Share 2015-2020
Table Gurucul Company Profile
Table Gurucul Sales, Revenue (US$ Million), Average Selling Price and Gross Margin (2015-2020)
Figure Gurucul Production and Growth Rate
Figure Gurucul Market Revenue ($) Market Share 2015-2020
Table Global Identity Analytics Sales by Types (2015-2020)
Table Global Identity Analytics Sales Share by Types (2015-2020)
Table Global Identity Analytics Revenue ($) by Types (2015-2020)
Table Global Identity Analytics Revenue Share by Types (2015-2020)
Table Global Identity Analytics Price ($) by Types (2015-2020)
Table Global Identity Analytics Market Forecast Sales by Types (2020-2025)
Table Global Identity Analytics Market Forecast Sales Share by Types (2020-2025)
Table Global Identity Analytics Market Forecast Revenue ($) by Types (2020-2025)
Table Global Identity Analytics Market Forecast Revenue Share by Types (2020-2025)
Figure Global Software Sales and Growth Rate (2015-2020)
Figure Global Software Price (2015-2020)
Figure Global Services Sales and Growth Rate (2015-2020)
Figure Global Services Price (2015-2020)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Software (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Software (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Services (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Services (2020-2025)
Table Global Identity Analytics Sales by Applications (2015-2020)
Table Global Identity Analytics Sales Share by Applications (2015-2020)
Table Global Identity Analytics Revenue ($) by Applications (2015-2020)
Table Global Identity Analytics Revenue Share by Applications (2015-2020)
Table Global Identity Analytics Market Forecast Sales by Applications (2020-2025)
Table Global Identity Analytics Market Forecast Sales Share by Applications (2020-2025)
Table Global Identity Analytics Market Forecast Revenue ($) by Applications (2020-2025)
Table Global Identity Analytics Market Forecast Revenue Share by Applications (2020-2025)
Figure Global BFSI Sales and Growth Rate (2015-2020)
Figure Global BFSI Price (2015-2020)
Figure Global Telecom & IT Sales and Growth Rate (2015-2020)
Figure Global Telecom & IT Price (2015-2020)
Figure Global Government Sales and Growth Rate (2015-2020)
Figure Global Government Price (2015-2020)
Figure Global Manufacturing Sales and Growth Rate (2015-2020)
Figure Global Manufacturing Price (2015-2020)
Figure Global Retail Sales and Growth Rate (2015-2020)
Figure Global Retail Price (2015-2020)
Figure Global Healthcare Sales and Growth Rate (2015-2020)
Figure Global Healthcare Price (2015-2020)
Figure Global Others Sales and Growth Rate (2015-2020)
Figure Global Others Price (2015-2020)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of BFSI (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of BFSI (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Telecom & IT (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Telecom & IT (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Government (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Government (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Manufacturing (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Manufacturing (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Retail (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Retail (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Healthcare (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Healthcare (2020-2025)
Figure Global Identity Analytics Market Revenue ($) and Growth Rate Forecast of Others (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate Forecast of Others (2020-2025)
Figure Global Identity Analytics Sales and Growth Rate (2015-2020)
Table Global Identity Analytics Sales by Regions (2015-2020)
Table Global Identity Analytics Sales Market Share by Regions (2015-2020)
Figure Global Identity Analytics Sales Market Share by Regions in 2019
Figure Global Identity Analytics Revenue and Growth Rate (2015-2020)
Table Global Identity Analytics Revenue by Regions (2015-2020)
Table Global Identity Analytics Revenue Market Share by Regions (2015-2020)
Figure Global Identity Analytics Revenue Market Share by Regions in 2019
Table Global Identity Analytics Market Forecast Sales by Regions (2020-2025)
Table Global Identity Analytics Market Forecast Sales Share by Regions (2020-2025)
Table Global Identity Analytics Market Forecast Revenue ($) by Regions (2020-2025)
Table Global Identity Analytics Market Forecast Revenue Share by Regions (2020-2025)
Figure North America Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure North America Identity Analytics Market Revenue and Growth Rate (2015-2020)
Figure North America Identity Analytics Market Forecast Sales (2020-2025)
Figure North America Identity Analytics Market Forecast Revenue ($) (2020-2025)
Figure North America COVID-19 Status
Figure U.S. Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Canada Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Mexico Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Europe Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Europe Identity Analytics Market Revenue and Growth Rate (2015-2020)
Figure Europe Identity Analytics Market Forecast Sales (2020-2025)
Figure Europe Identity Analytics Market Forecast Revenue ($) (2020-2025)
Figure Europe COVID-19 Status
Figure Germany Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure United Kingdom Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure France Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Italy Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Spain Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Russia Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Asia-Pacific Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Asia-Pacific Identity Analytics Market Revenue and Growth Rate (2015-2020)
Figure Asia-Pacific Identity Analytics Market Forecast Sales (2020-2025)
Figure Asia-Pacific Identity Analytics Market Forecast Revenue ($) (2020-2025)
Figure Asia Pacific COVID-19 Status
Figure China Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Japan Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure South Korea Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Australia Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure India Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure South America Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure South America Identity Analytics Market Revenue and Growth Rate (2015-2020)
Figure South America Identity Analytics Market Forecast Sales (2020-2025)
Figure South America Identity Analytics Market Forecast Revenue ($) (2020-2025)
Figure Brazil Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Argentina Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Columbia Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Middle East and Africa Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Middle East and Africa Identity Analytics Market Revenue and Growth Rate (2015-2020)
Figure Middle East and Africa Identity Analytics Market Forecast Sales (2020-2025)
Figure Middle East and Africa Identity Analytics Market Forecast Revenue ($) (2020-2025)
Figure UAE Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure Egypt Identity Analytics Market Sales and Growth Rate (2015-2020)
Figure South Africa Identity Analytics Market Sales and Growth Rate (2015-2020)
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