Global and Japan Cellular IoT Market Size Status and Forecast 2020 2026

BUY CHAPTERS

Global and Japan Cellular IoT Market Size, Status and Forecast 2021-2027

Q: How big is the Cellular IoT market?

Ans. The global Cellular IoT market size is projected to reach US$ 2930.1 million by 2027, from US$ 1818.2 million in 2020, at a CAGR of 7.0% during 2021-2027.

Q: Who are the key companies available in the Cellular IoT Industry?

Ans. Some of the major companies are Qualcomm Inc. (U.S.), Sierra Wireless, Gemalto, Telit Communications PLC, U-blox Holding AG Texas Instruments, ZTE Corporation, Sequans Communication, Mistbase Communication System, MediaTek

Q: Does the report provides covid-19 impact analysis?

Ans. Yes, the report includes a COVID-19 impact analysis. Also, it is further extended into every individual segment of the report.

Code: QYRE-Auto-37I3256

Report

October 2020

Pages:99

QYResearch

Buy Now with 15% Discount

DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

Cellular IoT Market Size

The global Cellular IoT market size is projected to reach USD 2930.1 Million by 2027, from USD 1818.2 Million in 2020, at a CAGR of 7.0% during 2021-2027.

Cellular IoT market

What is Cellular IoT?

Cellular IoT is a Low Power Wide Area Network (LPWAN) radio technology standard developed to enable a wide range of devices and services to be connected using cellular telecommunications bands.

Cellular IoT Market Trends

Rising demand for extended network coverage and capacity to accommodate large number of connected devices are expected to drive the market for cellular IoT. Moreover, increasing demand for end-to-security between network connected devices also contributes to the growth of cellular IoT market.

Cellular IoT Market Segmentation

By Type

2G
3G
4G
LTE
NB–IoT
5G
Other

By Application

Automotive & Transportation
Energy
Manufacturing
Building Automation and Smart City
Other

By Region

North America
United States
Canada
Europe
Germany
France
UK.
Italy
Russia
Nordic
Rest of Europe
Asia-Pacific
China
Japan
South Korea
Southeast Asia
India
Australia
Rest of Asia-Pacific
Latin America
Mexico
Brazil
Middle East & Africa
Turkey
Saudi Arabia
UAE
Rest of Middle East & Africa

In the competitive analysis section of the report, leading as well as prominent players of the global Cellular IoT market are broadly studied on the basis of key factors. The report offers comprehensive analysis and accurate statistics on revenue by the player for the period 2015-2020. It also offers detailed analysis supported by reliable statistics on price and revenue (global level) by player for the period 2015-2020.

Key Companies

Qualcomm
Gemalto
Sierra Wireless
U-Blox Holding
MediaTek
Telit Communications
Mistbase
Sequans
CommSolid.

Scope of Cellular IoT Market Report

Report Metric	Details
Report Name	Cellular IoT Market
Market size value in 2020	USD 1818.2 Million
Revenue forecast in 2027	USD 2930.1 Million
Growth Rate	CAGR 7%
Base year considered	2020
Forecast Period	2021-2027
By Type	2G, 3G, 4G, LTE, NB-IoT, 5G
By Application	Automotive & Transportation, Building Automation and Smart City, Energy, Manufacturing
Report Coverage	Revenue & volume forecast, company share, competitive landscape, growth factors, and trends
Geographic regions covered	North America, Europe, Asia Pacific, Latin America, Middle East & Africa

Frequently Asked Questions About This Report

1. How big is the Cellular IoT market?

Ans. The global Cellular IoT market size is projected to reach US$ 2930.1 million by 2027, from US$ 1818.2 million in 2020, at a CAGR of 7.0% during 2021-2027.

2. Who are the key companies available in the Cellular IoT Industry?

Ans. Some of the major companies are Qualcomm Inc. (U.S.), Sierra Wireless, Gemalto, Telit Communications PLC, U-blox Holding AG Texas Instruments, ZTE Corporation, Sequans Communication, Mistbase Communication System, MediaTek

3. Does the report provides covid-19 impact analysis?

Ans. Yes, the report includes a COVID-19 impact analysis. Also, it is further extended into every individual segment of the report.

1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Cellular IoT Market Size Growth Rate by Type: 2020 VS 2026

1.2.2 2G

1.2.3 3G

1.2.4 4G

1.2.5 LTE

1.2.6 NB–IoT

1.2.7 5G

1.2.8 Other

1.3 Market by Application

1.3.1 Global Cellular IoT Market Share by Application: 2020 VS 2026

1.3.2 Automotive & Transportation

1.3.3 Energy

1.3.4 Manufacturing

1.3.5 Building Automation and Smart City

1.3.6 Other

1.4 Study Objectives

1.5 Years Considered

2 Global Growth Trends

2.1 Global Cellular IoT Market Perspective (2015-2026)

2.2 Global Cellular IoT Growth Trends by Regions

2.2.1 Cellular IoT Market Size by Regions: 2015 VS 2020 VS 2026

2.2.2 Cellular IoT Historic Market Share by Regions (2015-2020)

2.2.3 Cellular IoT Forecasted Market Size by Regions (2021-2026)

2.3 Industry Trends and Growth Strategy

2.3.1 Market Trends

2.3.2 Market Drivers

2.3.3 Market Challenges

2.3.4 Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Cellular IoT Players by Market Size

3.1.1 Global Top Cellular IoT Players by Revenue (2015-2020)

3.1.2 Global Cellular IoT Revenue Market Share by Players (2015-2020)

3.2 Global Cellular IoT Market Share by Company Type (Tier 1, Tier 2 and Tier 3)

3.3 Players Covered: Ranking by Cellular IoT Revenue

3.4 Global Cellular IoT Market Concentration Ratio

3.4.1 Global Cellular IoT Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Cellular IoT Revenue in 2019

3.5 Key Players Cellular IoT Area Served

3.6 Key Players Cellular IoT Product Solution and Service

3.7 Date of Enter into Cellular IoT Market

3.8 Mergers & Acquisitions, Expansion Plans

4 Cellular IoT Breakdown Data by Type (2015-2026)

4.1 Global Cellular IoT Historic Market Size by Type (2015-2020)

4.2 Global Cellular IoT Forecasted Market Size by Type (2021-2026)

5 Cellular IoT Breakdown Data by Application (2015-2026)

5.1 Global Cellular IoT Historic Market Size by Application (2015-2020)

5.2 Global Cellular IoT Forecasted Market Size by Application (2021-2026)

6 North America

6.1 North America Cellular IoT Market Size (2015-2026)

6.2 North America Cellular IoT Market Size by Type (2015-2020)

6.3 North America Cellular IoT Market Size by Application (2015-2020)

6.4 North America Cellular IoT Market Size by Country (2015-2020)

6.4.1 United States

6.4.2 Canada

7 Europe

7.1 Europe Cellular IoT Market Size (2015-2026)

7.2 Europe Cellular IoT Market Size by Type (2015-2020)

7.3 Europe Cellular IoT Market Size by Application (2015-2020)

7.4 Europe Cellular IoT Market Size by Country (2015-2020)

7.4.1 Germany

7.4.2 France

7.4.3 U.K.

7.4.4 Italy

7.4.5 Russia

7.4.6 Nordic

7.4.7 Rest of Europe

8 China

8.1 China Cellular IoT Market Size (2015-2026)

8.2 China Cellular IoT Market Size by Type (2015-2020)

8.3 China Cellular IoT Market Size by Application (2015-2020)

8.4 China Cellular IoT Market Size by Region (2015-2020)

8.4.1 China

8.4.2 Japan

8.4.3 South Korea

8.4.4 Southeast Asia

8.4.5 India

8.4.6 Australia

8.4.7 Rest of Asia-Pacific

9 Japan

9.1 Japan Cellular IoT Market Size (2015-2026)

9.2 Japan Cellular IoT Market Size by Type (2015-2020)

9.3 Japan Cellular IoT Market Size by Application (2015-2020)

9.4 Japan Cellular IoT Market Size by Country (2015-2020)

9.4.1 Mexico

9.4.2 Brazil

10 Southeast Asia

10.1 Southeast Asia Cellular IoT Market Size (2015-2026)

10.2 Southeast Asia Cellular IoT Market Size by Type (2015-2020)

10.3 Southeast Asia Cellular IoT Market Size by Application (2015-2020)

10.4 Southeast Asia Cellular IoT Market Size by Country (2015-2020)

10.4.1 Turkey

10.4.2 Saudi Arabia

10.4.3 UAE

10.4.4 Rest of Middle East & Africa

11 Key Players Profiles

11.1 Qualcomm

11.1.1 Qualcomm Company Details

11.1.2 Qualcomm Business Overview

11.1.3 Qualcomm Cellular IoT Introduction

11.1.4 Qualcomm Revenue in Cellular IoT Business (2015-2020))

11.1.5 Qualcomm Recent Development

11.2 Gemalto

11.2.1 Gemalto Company Details

11.2.2 Gemalto Business Overview

11.2.3 Gemalto Cellular IoT Introduction

11.2.4 Gemalto Revenue in Cellular IoT Business (2015-2020)

11.2.5 Gemalto Recent Development

11.3 Sierra Wireless

11.3.1 Sierra Wireless Company Details

11.3.2 Sierra Wireless Business Overview

11.3.3 Sierra Wireless Cellular IoT Introduction

11.3.4 Sierra Wireless Revenue in Cellular IoT Business (2015-2020)

11.3.5 Sierra Wireless Recent Development

11.4 U-Blox Holding

11.4.1 U-Blox Holding Company Details

11.4.2 U-Blox Holding Business Overview

11.4.3 U-Blox Holding Cellular IoT Introduction

11.4.4 U-Blox Holding Revenue in Cellular IoT Business (2015-2020)

11.4.5 U-Blox Holding Recent Development

11.5 MediaTek

11.5.1 MediaTek Company Details

11.5.2 MediaTek Business Overview

11.5.3 MediaTek Cellular IoT Introduction

11.5.4 MediaTek Revenue in Cellular IoT Business (2015-2020)

11.5.5 MediaTek Recent Development

11.6 Telit Communications

11.6.1 Telit Communications Company Details

11.6.2 Telit Communications Business Overview

11.6.3 Telit Communications Cellular IoT Introduction

11.6.4 Telit Communications Revenue in Cellular IoT Business (2015-2020)

11.6.5 Telit Communications Recent Development

11.7 Mistbase

11.7.1 Mistbase Company Details

11.7.2 Mistbase Business Overview

11.7.3 Mistbase Cellular IoT Introduction

11.7.4 Mistbase Revenue in Cellular IoT Business (2015-2020)

11.7.5 Mistbase Recent Development

11.8 Sequans

11.8.1 Sequans Company Details

11.8.2 Sequans Business Overview

11.8.3 Sequans Cellular IoT Introduction

11.8.4 Sequans Revenue in Cellular IoT Business (2015-2020)

11.8.5 Sequans Recent Development

11.9 CommSolid

11.9.1 CommSolid Company Details

11.9.2 CommSolid Business Overview

11.9.3 CommSolid Cellular IoT Introduction

11.9.4 CommSolid Revenue in Cellular IoT Business (2015-2020)

11.9.5 CommSolid Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.2 Data Source

13.2 Disclaimer

13.3 Author Details

FEATURED COMPANIES

List of Tables

Table 1. Global Cellular IoT Market Size Growth Rate by Type (US$ Million): 2020 VS 2026

Table 3. Key Players of 2G

Table 4. Key Players of 3G

Table 5. Key Players of 4G

Table 6. Key Players of LTE

Table 7. Key Players of NB–IoT

Table 8. Key Players of 5G

Table 9. Key Players of Other

Table 10. Global Cellular IoT Market Size Growth by Application (US$ Million): 2020 VS 2026

Table 11. Global Cellular IoT Market Size by Regions (US$ Million): 2020 VS 2026

Table 12. Global Cellular IoT Market Size by Regions (2015-2020) (US$ Million)

Table 13. Global Cellular IoT Market Share by Regions (2015-2020)

Table 14. Global Cellular IoT Forecasted Market Size by Regions (2021-2026) (US$ Million)

Table 15. Global Cellular IoT Market Share by Regions (2021-2026)

Table 16. Cellular IoT Market Market Trends

Table 17. Cellular IoT Market Drivers

Table 18. Cellular IoT Market Challenges

Table 19. Cellular IoT Market Restraints

Table 20. Global Cellular IoT Revenue by Players (2015-2020) (US$ Million)

Table 21. Global Cellular IoT Market Share by Players (2015-2020)

Table 22. Global Top Cellular IoT Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Cellular IoT as of 2019)

Table 23. Global Cellular IoT by Players Market Concentration Ratio (CR5 and HHI)

Table 24. Key Players Headquarters and Area Served

Table 25. Key Players Cellular IoT Product Solution and Service

Table 26. Mergers & Acquisitions, Expansion Plans

Table 27. Global Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 28. Global Cellular IoT Market Size Share by Type (2015-2020)

Table 29. Global Cellular IoT Revenue Market Share by Type (2021-2026)

Table 30. Global Cellular IoT Market Size Share by Application (2015-2020)

Table 31. Global Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 32. Global Cellular IoT Market Size Share by Application (2021-2026)

Table 33. North America Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 34. North America Cellular IoT Market Share by Type (2015-2020)

Table 35. North America Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 36. North America Cellular IoT Market Share by Application (2015-2020)

Table 37. North America Cellular IoT Market Size by Country (US$ Million) (2015-2020)

Table 38. North America Cellular IoT Market Share by Country (2015-2020)

Table 39. Europe Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 40. Europe Cellular IoT Market Share by Type (2015-2020)

Table 41. Europe Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 42. Europe Cellular IoT Market Share by Application (2015-2020)

Table 43. Europe Cellular IoT Market Size by Country (US$ Million) (2015-2020)

Table 44. Europe Cellular IoT Market Share by Country (2015-2020)

Table 45. China Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 46. China Cellular IoT Market Share by Type (2015-2020)

Table 47. China Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 48. China Cellular IoT Market Share by Application (2015-2020)

Table 49. China Cellular IoT Market Size by Region (US$ Million) (2015-2020)

Table 50. China Cellular IoT Market Share by Region (2015-2020)

Table 51. Japan Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 52. Japan Cellular IoT Market Share by Type (2015-2020)

Table 53. Japan Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 54. Japan Cellular IoT Market Share by Application (2015-2020)

Table 55. Japan Cellular IoT Market Size by Country (US$ Million) (2015-2020)

Table 56. Japan Cellular IoT Market Share by Country (2015-2020)

Table 57. Southeast Asia Cellular IoT Market Size by Type (2015-2020) (US$ Million)

Table 58. Southeast Asia Cellular IoT Market Share by Type (2015-2020)

Table 59. Southeast Asia Cellular IoT Market Size by Application (2015-2020) (US$ Million)

Table 60. Southeast Asia Cellular IoT Market Share by Application (2015-2020)

Table 61. Southeast Asia Cellular IoT Market Size by Country (US$ Million) (2015-2020)

Table 62. Southeast Asia Cellular IoT Market Share by Country (2015-2020)

Table 63. Qualcomm Company Details

Table 64. Qualcomm Business Overview

Table 65. Qualcomm Product

Table 66. Qualcomm Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 67. Qualcomm Recent Development

Table 68. Gemalto Company Details

Table 69. Gemalto Business Overview

Table 70. Gemalto Product

Table 71. Gemalto Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 72. Gemalto Recent Development

Table 73. Sierra Wireless Company Details

Table 74. Sierra Wireless Business Overview

Table 75. Sierra Wireless Product

Table 76. Sierra Wireless Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 77. Sierra Wireless Recent Development

Table 78. U-Blox Holding Company Details

Table 79. U-Blox Holding Business Overview

Table 80. U-Blox Holding Product

Table 81. U-Blox Holding Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 82. U-Blox Holding Recent Development

Table 83. MediaTek Company Details

Table 84. MediaTek Business Overview

Table 85. MediaTek Product

Table 86. MediaTek Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 87. MediaTek Recent Development

Table 88. Telit Communications Company Details

Table 89. Telit Communications Business Overview

Table 90. Telit Communications Product

Table 91. Telit Communications Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 92. Telit Communications Recent Development

Table 93. Mistbase Company Details

Table 94. Mistbase Business Overview

Table 95. Mistbase Product

Table 96. Mistbase Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 97. Mistbase Recent Development

Table 98. Sequans Business Overview

Table 99. Sequans Product

Table 100. Sequans Company Details

Table 101. Sequans Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 102. Sequans Recent Development

Table 103. CommSolid Company Details

Table 104. CommSolid Business Overview

Table 105. CommSolid Product

Table 106. CommSolid Revenue in Cellular IoT Business (2015-2020) (US$ Million)

Table 107. CommSolid Recent Development

Table 108. Research Programs/Design for This Report

Table 109. Key Data Information from Secondary Sources

Table 110. Key Data Information from Primary Sources

List of Figures

Figure 1. Global Cellular IoT Market Share by Type: 2020 VS 2026

Figure 2. 2G Features

Figure 3. 3G Features

Figure 4. 4G Features

Figure 5. LTE Features

Figure 6. NB–IoT Features

Figure 7. 5G Features

Figure 8. Other Features

Figure 9. Global Cellular IoT Market Share by Application: 2020 VS 2026

Figure 10. Automotive & Transportation Case Studies

Figure 11. Energy Case Studies

Figure 12. Manufacturing Case Studies

Figure 13. Building Automation and Smart City Case Studies

Figure 14. Other Case Studies

Figure 15. Cellular IoT Report Years Considered

Figure 16. Global Cellular IoT Market Size (US$ Million), YoY Growth 2015-2026

Figure 17. Global Cellular IoT Market Share by Regions: 2020 VS 2026

Figure 18. Global Cellular IoT Market Share by Regions (2021-2026)

Figure 19. Global Cellular IoT Market Share by Players in 2019

Figure 20. Global Top Cellular IoT Players by Company Type (Tier 1, Tier 2 and Tier 3) (based on the Revenue in Cellular IoT as of 2019

Figure 21. The Top 10 and 5 Players Market Share by Cellular IoT Revenue in 2019

Figure 22. North America Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 23. United States Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 24. Canada Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 25. Europe Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 26. Germany Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 27. France Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 28. U.K. Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 29. Italy Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 30. Russia Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 31. Nordic Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 32. Rest of Europe Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 33. Asia-Pacific Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 34. China Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 35. Japan Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 36. South Korea Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 37. Southeast Asia Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 38. India Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 39. Australia Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 40. Rest of Asia-Pacific Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 41. Latin America Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 42. Mexico Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 43. Brazil Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 44. Middle East & Africa Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 45. Turkey Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 46. Saudi Arabia Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 47. UAE Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 48. Rest of Middle East & Africa Cellular IoT Market Size YoY Growth (2015-2026) & (US$ Million)

Figure 49. Qualcomm Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 50. Gemalto Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 51. Sierra Wireless Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 52. U-Blox Holding Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 53. MediaTek Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 54. Telit Communications Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 55. Mistbase Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 56. Sequans Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 57. CommSolid Revenue Growth Rate in Cellular IoT Business (2015-2020)

Figure 58. Bottom-up and Top-down Approaches for This Report

Figure 59. Data Triangulation

Figure 60. Key Executives Interviewed

SELECT A FORMAT

Added to Cart

Single User

Electronic (PDF)

$3900

This license allows only one user to access the PDF.

Multi User

Electronic (PDF)

$5850

This license allows 1 - 5 user to access the PDF, license is suitable for small groups of 5 users working together

Enterprise User

Electronic (PDF)

$7800

This license allows users/teams in a same Enterprise to use this report, various departments within an enterpise can use this report

Add to Cart

Buy Now (15% Discount)

HAVE A QUERY?

INQUIRE ABOUT REPORT EMAIL US

OUR CUSTOMER

Global and Japan Cellular IoT Market Size, Status and Forecast 2021-2027

Published Date: October 2020

Report Code: QYRE-Auto-37I3256

Global and Japan Cellular IoT Market Size, Status and Forecast 2021-2027

FEATURED COMPANIES

Cellular IoT Market Size

What is Cellular IoT?

Cellular IoT Market Trends

Cellular IoT Market Segmentation

By Type

By Application

By Region

Key Companies

Scope of Cellular IoT Market Report

Frequently Asked Questions About This Report

1. How big is the Cellular IoT market?

2. Who are the key companies available in the Cellular IoT Industry?

3. Does the report provides covid-19 impact analysis?

FEATURED COMPANIES