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Big Data & Data Analytics Market in National Security & Law Enforcement: 2020-2026

  • ID: 5438437
  • Report
  • January 2021
  • Region: Global
  • 437 Pages
  • Homeland Security Research Corporation
Forecast to Grow at a 2019-2026 CAGR of 11.62%, Reaching $17.29 by 2026

The “Big Data & Data Analytics Market (with COVID-19 Impact Analysis) in National Security & Law Enforcement: 2020-2026” report forecasts that this industry’s revenues will grow at a 2019-2026 CAGR of 11.62% and reach $17.27 billion by 2026.

The use of big data and data analytics by Homeland Security, Defense, Public Safety organizations and intelligence agencies is on the rise, mostly because the world is becoming more digital and connected. This is creating new opportunities, not only for data collection and storage, but also for intelligence processing, exploitation, dissemination, and analysis. Big data and data analytics technologies can increase the investigative capabilities of intelligence organizations in many relevant aspects, including: war on crime & terror, defense from cyber-attacks, public safety analytics, disaster and mass incident management, and development of predictive capabilities. All fields of Intelligence benefit from big data growth including Osint Market, Sigint Market, Cyber defense activities, financial investigations.

Direct threats to the national security and public safety of countries are on the rise and have evolved from large-scale nation-to-nation conflicts to more pinpointed and contained conflicts. These threats, such as lone-wolf attacks, terrorism, natural disasters, organized crime, proliferation of weapons of mass destruction and cybercrime have changed the way nations are dealing with their national security issues. These new security threats and risks to the national safety of nations will force homeland security and public safety organizations to adopt new technologies and systems that are better equipped to deal with more advanced modes of operations as well as the massive amounts of data that they generate and can be used against them.

As governments and agencies adopt new technologies as part of their digital modernization programs - from automation to AI to 5G-enabled edge devices they all understand that the success of these efforts depends upon fueling this digital infrastructure in a secure manner with the vast flow of data available from external sources, internal systems, and connected sensors and platforms. Whoever is able to reach data superiority and leverage (big) data will gain critical advantages. Therefore, big data and data analytics have become a cornerstone for operations for intelligence, police, first responders, military and even border control operations for the last years. These organizations have all been dealing with data collection, analysis, and dissemination for years. However, today, advanced big data analytics as well as AI is changing the way they are monitoring, gathering, and analyzing sources and transforming them into a much more data-driven, precise, and efficient organization.

The big data and data analytics Market in Homeland Security, National Security and Public Safety market are boosted by the following drivers:

  • The increased use of smartphones, wearables, and other smart connected devices (cars, machines, IoT, etc.), which will continue to create enormous amounts of information that Homeland Security and Public Safety organizations can use to their advantage, mostly in Sigint (signal intelligence) related activities.
  • Technological advancements in data collection, storage, analytics, and visualization, which will allow organizations to increase the amount of data they generate, as well as to produce more actionable intelligence to support real-time decision making.
  • Increased investment in data analysis and visualization capabilities by Homeland Security and Public Safety organizations, which act as a major catalyst for the implementation of big data and data analytics solutions.
  • As governments and agencies adopt new technologies as part of their digital modernization programs - from automation to AI to 5G-enabled edge devices they all understand that the success of these efforts depends upon fueling this digital infrastructure in a secure manner with the vast flow of data available from external sources, internal systems, and connected sensors and platforms. Whoever is able to reach data superiority and leverage (big) data will gain critical advantages.
  • In 2018 Palantir won a lawsuit against the U.S. Army to enforce the Federal Acquisition Streamlining Act of 1994. The law requires the U.S. federal government to consider commercially available software before attempting to start custom-developing projects on its own. The outcome of the lawsuit has transformed the way in which the U.S. military purchases software on behalf of its soldiers and services members. It should be mentioned that the court’s ruling and the ensuing shift in government procurement affects the entire U.S. federal government, not only military.
  • The adoption of cloud technology by governmental agencies, which will also act as a stimulus towards analytics implementation. Given that most organizations do not have the in-house infrastructure to support big data analytics, several of them must turn to cloud solutions, which will make the use of data analytics easier.
  • The cost of cloud data storage, which continues to decrease and encourage a move to the cloud.
  • The growing generation of data-aware and data professionals - HLS data scientists.
  • The rise of state-of-the-art attack technologies (e.g., cyber-warfare, encrypted communication, cyber-crime, chemical warfare agents, and GPS jammers) as well as other advanced techniques employed by terror organizations (such as, ISIS and state-sponsored terror groups) and other 21st century criminals, which make it harder for Homeland Security and Public Safety organizations to track them down. Big data and data analytics is one of the preferred ways to deal with this new reality.
  • Increased lone-wolf attacks, cyber-attacks, data fraud, deepfake & fake news activities have put an emphasis on the need of homeland security and national security agencies to create stronger big data and data analytics capabilities.
  • Direct threats to country-level national security and public safety are on the rise and have evolved from large-scale nation-to-nation conflicts to more pinpointed and contained ones. These threats, such as terrorism, natural disasters, organized crime, proliferation of weapons of mass destruction, and cybercrime have changed the way nations are dealing with national security issues.
  • The new security threats and risks to national safety will force Homeland Security and Public Safety organizations to adopt technologies that are better equipped to deal with advanced operations. These Intelligence systems generate massive amounts of data and may increase the big data market and data analytics market in Homeland Security and Public Safety.
  • A growing number of countries increase monitoring of citizen activities claiming enforcement of public order. Countries such as Russia, Turkey and China are expected to increase investments in big data gathering and intelligence gathering for internal security on vast amount of people. While civil liberties are under threat, Intelligence organizations budgets are on the rise not only in these countries, but also in other countries that were perceived as more liberal and face internal terror threats.

This market report, covering Homeland Security big data and data analytics, is a valuable resource for executives interested in Big Data Intelligence markets. It has been explicitly customized for potential investors, big data companies, Intelligence agencies as well as security and government decision makers, to enable them to benchmark business plans, as well as identify business opportunities, emerging technologies, market trends, and risks.

Questions answered in this market report include:

  • What will be the big data market size in Homeland Security and Public Safety in 2019-2026? What will the relevant trends be during that time?
  • Which submarkets in this field provide attractive business opportunities?
  • Which countries are expected to invest most in big data and data analytics capabilities within Homeland Security and Public Safety organizations?
  • Which distinctive data sources will be used by Homeland Security and Public Safety agencies and which technologies will be needed in order to exploit them?
  • Which market sectors are estimated to make greater use of Homeland Security big data and data analytics capabilities?
  • What are the big data and data analytics in Homeland Security and Public Safety market drivers and inhibitors?

The market analysis examines big data and data analytics spending in the Homeland Security and Public Safety market in terms of 4 key independent aspects: vertical markets, countries, technologies, technology subtypes, and data sources. Each aspect is analyzed thoroughly to better understand the market and the business opportunities it holds.

These aspects and the corresponding analysis include:

  • 19 national markets
  • 9 vertical markets
  • 3 technology markets
  • 9 distinctive data source markets

The homeland security big data market forecast report presents in 437 pages, 84 tables and 186 figures, analysis of 19 national, 9 vertical, 9 technological markets and 9 distinctive data sources. The report presents for each submarket 2019 data and projects the 2020-2026 big data and data analytics market forecast and technologies.

Market data is analyzed via 4 key independent perspectives: with a highly-fragmented market, we address the “money trail” - each dollar spent - via the following 4 orthogonal market segments:

By 19 National Big Data Markets:

  • USA
  • Canada
  • Germany
  • France
  • UK
  • Italy
  • Spain
  • Australia
  • India
  • China
  • South Korea
  • Japan
  • Brazil
  • Mexico
  • Colombia
  • GCC
  • South Africa
  • Kenya
  • Nigeria

By 9 Vertical Markets:

  • Government Intelligence Agencies
  • Law Enforcement and 1st Responders such as police intelligence
  • Defense/Military Intelligence
  • Financial Services Industry & Fraud Detection
  • Big Data Analytics in Cyber Security
  • Border Control & Customs
  • Mass Transportation (Air, Sea & Land)
  • Intelligence Fusion Centers
  • Critical Infrastructure Security

By 3 Technological Markets:

  • Big Data Hardware
  • Big Data Software
  • Big Data Services

By 9 Distinctive Data Sources:

  • Communications - Sigint (including GPS) - Big Data in Signal Intelligence market
  • Video
  • Cyber Security Related Data
  • OSINT Market - Open Source Intelligence (Social Media and Web)
  • Government DBs
  • Financial- Financial Intelligence
  • Geospatial
  • Customs/Border Sources
  • Vehicle Data - (Car Intelligence - Carint)

The Big Data in HLS Market report presents leading companies operating in the market by technology (profiles, products and contact information):

  • Storage and Data Warehouse - Teradata, Oracle, Microsoft, Dell, Cisco Systems, Hadoop Systems
  • Compute - Amazon Web Services, Google Compute Engine
  • SQL and NoSQL - SAP, Redis Labs, MongoDB
  • Data Analytics - Palantir Intelligence, Splunk, IBM Watson Analytics, HP Enterprise, SAS, BAE Systems Applied Intelligence, Actian, Raytheon, Atos, SAIC, ManTech International, Govini, Thales, Pyramid, Hitachi Vantara, Siren, Altamira, Ironbrick, RipJar, Nuix, PredPol, Forensic Logic, Numerica, Penlink, LexisNexis
  • Data Visualization - Tableau Software, TIBCO Software, QlikView, MicroStrategy, SemanticAI
  • Professional Services - Accenture, PwC, Deloitte
Note: Product cover images may vary from those shown

1 Executive Summary. 
1.1 Major Findings & Conclusions. 
1.2 Market Estimations and Forecast 
1.3 Major Dynamics & Opportunities. 
1.4 Global Big Data and Data Analytics in the Homeland Security and Public Safety Market 2019-2026. 
1.5 Market Size - Assessment and Forecast - 2019-2026. 
1.6 Market Dynamics 2019-2026. 
1.7 Market Breakdown 2019-2026. 

2 Big Data and Data Analytics in Homeland Security and Public Safety Market Background & Assessment 
2.1 Big Data and Data Anlytics Market Background. 
2.2 Homeland Security, National Security, Law Enforcement and Public Safety Agencies. 
2.3 Big Data and Data Analytics in Homeland Security and Public Safety Markets Organogram.. 
2.4 Palantir IPO Analysis. 
2.5 Big Data and Data Analytics Market: Drivers & Inhibitors. 
2.5.1 Big Data and Data Analytics Market Drivers. 
2.5.2 Big Data and Data Analytics Market Inhibitors. 

3 Global Security Concerns & Assessment 
3.1 Global Security Concerns. 
3.2 Global Risks 2020: A Regional Perceptive. 
3.2.1 North America Homeland Security & Public Safety Market Drivers. 
3.2.1.1 Cyber Attacks. 
3.2.1.2 Data Fraud or Theft 
3.2.1.3 Terrorism Threat 
3.2.2 Europe Homeland Security & Public Safety Market Drivers. 
3.2.2.1 Cyberattacks. 
3.2.2.2 Assets bubble. 
3.2.2.3 Interstate conflict 
3.2.2.4 Terror financing. 
3.2.3 APAC Homeland Security & Public Safety Market Drivers. 
3.2.3.1 Water Crises. 
3.2.3.2 Terrorist attacks. 
3.2.3.3 Manmade environmental catastrophes. 
3.2.3.4 Natural catastrophes. 
3.2.3.5 Cyberattacks. 
3.2.3.6 Interstate conflict 
3.2.4 Middle East and Africa Homeland Security & Public Safety Market Drivers. 
3.2.4.1 Terrorism Threat 
3.2.4.2 Political and Social Instability. 
3.2.4.3 Cyber-Attacks. 
3.2.4.4 Fiscal crises. 
3.2.4.5 Energy price shock. 
3.2.5 Latin America and the Caribbean Homeland Security & Public Safety Market Drivers. 
3.2.5.1 Failure of national governance. 
3.2.5.2 Economic issues. 
3.2.5.3 Failure of critical infrastructure. 
3.2.5.4 Drug trafficking. 

4 COVID-19 Pandemic Background & Assessment 
4.1 COVID-19 and Big Data Analytics. 
4.2 North America COVID-19 Assessment 
4.3 Europe COVID-19 Assessment 
4.4 LATAM COVID-19 Assessment 
4.5 APAC COVID-19 Assessment 
4.6 Middle East & Africa COVID-19 Assessment 

5 Big Data and Data Analytics Technology Related Enablers & Inhibitors. 
5.1 Proliferation of Data. 
5.1.1 Main Personal Data Sources for Homeland Security & Public Safety Big Data Projects. 
5.2 Privacy Issues and Concerns. 
5.2.1 Convention 108+. 
5.2.2 The General Data Protection Regulation (GDPR) 
5.3 Data Sharing & Data Ownership. 
5.4 Profiling Activities. 
5.5 Cloud Computing Technologies. 
5.5.1 Cloud Computing Background. 
5.5.2 Cloud Computing Technologies Adoption by Homeland Security and National Security Agencies. 
5.6 The U.S. Federal Acquisition Streamlining Act of 1994. 

6 Global Big Data & Data Analytics in Homeland Security and Public Safety Market by Technology Market - 2020-2026. 
6.1 Consolidated Market 2019-2026. 
6.2 Market Analysis 2019-2026. 
6.3 Market Dynamics 2019-2026. 
6.4 Market Breakdown 2019-2026. 
6.5 Big Data & Data Analytics Technology Background. 
6.6 Big Data Collection and Analysis Process. 
6.7 Data Sources Collection and Recording. 
6.8 Digital and Analog Data Production. 
6.9 Machine Learning. 
6.9.1 Machine Learning Methods. 
6.9.2 Deep Machine Learning. 
6.9.3 Application Types. 
6.9.3.1 Speech Recognition. 
6.9.3.2 Image Recognition. 
6.9.3.3 Natural Language Processing. 
6.9.3.4 Recommendation Systems. 
6.9.4 Data Exploration Vs. Machine Learning Model 
6.10 Legacy Analytics Vs. Big Data Analytics. 
6.11 Storage & Communications Equipment 
6.12 Data Warehouses & Data Management 
6.13 SQL (Structured) and NoSQL (Un-Structured) Database Software. 
6.13.1 SQL (Structured) Database Software. 
6.13.2 NoSQL (Un-Structured) Database Software. 
6.14 Data Analytics & Visualization Applications. 
6.14.1 Data Analytics. 
6.14.2 Data Mining. 
6.14.3 Visualization and Presentation. 
6.15 Compute Engine. 
6.16 Professional Services. 

7 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Vertical Market - 2019-2026. 
7.1 Consolidated Market 2019-2026. 
7.2 Market Analysis 2019-2026. 
7.3 Market Dynamics 2019-2026. 
7.4 Market Breakdown 2019-2026. 
7.5 Vertical Markets Background. 
7.5.1 Vertical Markets Data Sources and Types of Threat Diagram.. 
7.5.2 Applications and Data Type by Vertical 
7.5.3 Big Data Maturity Level and Forecast by Vertical 
7.5.4 Mission Critical Applications. 
7.6 Government Intelligence Agencies. 
7.6.1 Use Cases. 
7.6.1.1 Social Media Monitoring. 
7.6.1.2 People Interactions and Relationships. 
7.6.1.3 Money Laundering, Fraud & Terrorist Financing. 
7.6.1.4 Anticipatory Intelligence. 
7.6.2 Market Size - Assessment and Forecast - 2019-2026. 
7.6.3 Market Dynamics 2019-2026. 
7.6.4 Market Breakdown 2019-2026. 
7.7 Police Forces, Law Enforcement and 1st Responders Agencies. 
7.7.1 Police Forces and Law Enforcement Agencies. 
7.7.1.1 Crime Prediction. 
7.7.1.2 IoT and Connected Devices. 
7.7.1.3 Cross-border Crimes. 
7.7.1.4 Sex Abuse. 
7.7.1.5 Robberies & Burglaries. 
7.7.2 First Responders (non-police) 
7.7.2.1 Use Cases. 
7.7.3 Market Size - Assessment and Forecast - 2019-2026. 
7.7.4 Market Dynamics 2019-2026. 
7.7.5 Market Breakdown 2019-2026. 
7.8 Defense/Military Intelligence. 
7.8.1 Use Cases. 
7.8.1.1 Intelligence, Surveillance, Target Acquisition and Reconnaissance (ISTAR) 
7.8.1.2 System of Systems. 
7.8.1.3 R&D - DARPA Big Data Projects & Budget 
7.8.2 Market Size - Assessment and Forecast - 2019-2026. 
7.8.3 Market Dynamics 2019-2026. 
7.8.4 Market Breakdown 2019-2026. 
7.9 Financial Intelligence & Fraud Detection. 
7.9.1 Terrorist & Organized Crime Financing. 
7.9.2 Anti-Money Laundering (AML) & Fraud Detection. 
7.9.3 Use Cases. 
7.9.4 FinCEN - Financial Crimes Network. 
7.9.5 Market Size - Assessment and Forecast - 2019-2026. 
7.9.6 Market Dynamics 2019-2026. 
7.9.7 Market Breakdown 2019-2026. 
7.10 Cyber Security Agencies. 
7.10.1 Use Cases. 
7.10.1.1 Mobile Security. 
7.10.1.2 Predictive Analytics. 
7.10.1.3 Database Activity Monitoring (DAM) 
7.10.1.4 Industrial Security (SCADA) Supervision and Control of Critical Infrastructure. 
7.10.1.5 Identity and Access Management (IAM) 
7.10.1.6 Forensics Analysis (post-attack) 
7.10.2 Market Size - Assessment and Forecast - 2019-2026. 
7.10.3 Market Dynamics 2019-2026. 
7.10.4 Market Breakdown 2019-2026. 
7.11 Border Control and Customs. 
7.11.1 Use Cases. 
7.11.1.1 Real-Time Data Sets of Personal Information. 
7.11.1.2 Real-Time Risk Analysis. 
7.11.1.3 COVID-19 Related Technolgies. 
7.11.1.4 Illegal Immigration. 
7.11.2 Market Size - Assessment and Forecast - 2019-2026. 
7.11.3 Market Dynamics 2019-2026. 
7.11.4 Market Breakdown 2019-2026. 
7.12 Mass Transportation (Air, Sea & Land) 
7.12.1 Use Cases. 
7.12.1.1 Risk-Based Passenger Screening and Terrorist Watch-lists. 
7.12.1.2 Detect Identity Fraud. 
7.12.1.3 Geo-Location Analysis. 
7.12.1.4 CCTV and Real-Time Feeds on Transit and Passenger Rail 
7.12.2 Market Size - Assessment and Forecast - 2019-2026. 
7.12.3 Market Dynamics 2019-2020. 
7.12.4 Market Breakdown 2019-2026. 
7.13 Intelligence Fusion Centers. 
7.13.1 Use Cases. 
7.13.1.1 Information Gathering and Suspicious Activity Reporting. 
7.13.1.2 Analytics and Visualization of Relationships. 
7.13.1.3 GIS Mapping. 
7.13.2 Market Size - Assessment and Forecast - 2019-2026. 
7.13.3 Market Dynamics 2019-2026. 
7.13.4 Market Breakdown 2019-2026. 
7.14 Critical Infrastructure Security. 
7.14.1 Cyber-Attacks on Critical Infrastructure. 
7.14.2 Cyber-Attacks on Critical Infrastructure in the U.S.A. 
7.14.3 Russian Cyber-Attack on the Ukrainian Energy Sector 
7.14.4 Use Cases. 
7.14.4.1 Oil & Gas Operations. 
7.14.4.2 Energy Utilities. 
7.14.4.3 Water and Wastewater Systems. 
7.14.5 Market Size - Assessment and Forecast - 2019-2026. 
7.14.6 Market Dynamics 2019-2026. 
7.14.7 Market Breakdown 2019-2026. 

8 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Data Source - 2019-2026. 
8.1 Consolidated Market 2019-2026. 
8.2 Market Analysis 2019-2026. 
8.3 Market Dynamics 2019-2026. 
8.4 Breakdown 2019-2026. 
8.5 Type of Data Sources Background. 
8.5.1 Passive Data Sources. 
8.5.2 Active Data Sources. 
8.6 Communications (including GPS) 
8.6.1 GPS Sources. 
8.6.2 Application Types. 
8.6.3 Market Size - Assessment and Forecast - 2019-2026. 
8.6.4 Market Dynamics 2019-2026. 
8.6.5 Market Breakdown 2019-2026. 
8.7 Video Stream.. 
8.7.1 CCTV Systems. 
8.7.2 Social Media Video Streams. 
8.7.3 Common Uses of Video Analysis. 
8.7.4 Market Size - Assessment and Forecast - 2019-2026. 
8.7.5 Market Dynamics 2019-2026. 
8.7.6 Market Breakdown 2019-2026. 
8.8 Cyber Security Related Data. 
8.8.1 Market Size - Assessment and Forecast - 2019-2026. 
8.8.2 Market Dynamics 2019-2026. 
8.8.3 Market Breakdown 2019-2026. 
8.9 OSINT (Social Media and Web) 
8.9.1 Social Media Sources. 
8.9.2 Leading Social Media Platforms. 
8.9.3 Market Size - Assessment and Forecast - 2019-2026. 
8.9.4 Market Dynamics 2019-2026. 
8.9.5 Market Breakdown 2019-2026. 
8.10 Governmental DBs. 
8.10.1 National ID Card. 
8.10.2 Fingerprint Database. 
8.10.3 National DNA Database. 
8.10.4 Public Transportation. 
8.10.5 Car Registration. 
8.10.6 Driver’s License. 
8.10.7 Land Records. 
8.10.8 Criminal Records. 
8.10.9 Phone Call Records. 
8.10.10 Market Size - Assessment and Forecast - 2019-2026. 
8.10.11 Market Dynamics 2019-2026. 
8.10.12 Market Breakdown 2019-2026. 
8.11 Financial Data. 
8.11.1 Digital Banking. 
8.11.2 Blockchain and Bitcoin. 
8.11.3 Market Size - Assessment and Forecast - 2019-2026. 
8.11.4 Market Dynamics 2019-2026. 
8.11.5 Market Breakdown 2019-2026. 
8.12 Customs / Border Sources. 
8.12.1 COVID-19 Related Data. 
8.12.2 European Immigration Crisis. 
8.12.3 Data Sources. 
8.12.4 Market Size - Assessment and Forecast - 2019-2026. 
8.12.5 Market Dynamics 2019-2026. 
8.12.6 Market Breakdown 2019-2026. 
8.13 Geospatial 
8.13.1 Raster Data. 
8.13.2 Vector Data. 
8.13.3 Data Sources. 
8.13.4 Market Size - Assessment and Forecast - 2019-2026. 
8.13.5 Market Dynamics 2019-2026. 
8.13.6 Market Breakdown 2019-2026. 
8.14 Vehicle Data. 
8.14.1 V2V and V2X. 
8.14.2 Data Sources. 
8.14.3 Market Size - Assessment and Forecast - 2019-2026. 
8.14.4 Market Dynamics 2019-2026. 
8.14.5 Market Breakdown 2019-2026. 

9 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Region. 
9.1 Five Regional Markets Comparison Analysis. 
9.1.1 Consolidated Market 2019-2026. 
9.1.2 Market Analysis 2019-2026. 
9.1.3 Market Dynamics 2019-2026. 
9.1.4 Market Breakdown 2019-2026. 

10 Select Homeland Security and Public Safety Big Data Projects and Programs. 
10.1 Select Big Data Projects and Programs by Country. 
10.2 European Commission Horizon Europe Initiative. 
10.2.1 European Defense Industrial Development Program.. 
10.3 European Commission Horizon 2020 Initiative. 
10.4 European Commission Slandail Project - Empowering Emergency Response Using Social Media. 

11 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Country. 
11.1 19 National Markets Comparison Analysis. 
11.1.1 Consolidated Market 2019-2026. 
11.1.2 Market Analysis 2019-2026. 
11.1.3 Market Dynamics 2019-2026. 
11.1.4 Market Breakdown 2019-2026. 

12 USA Big Data and Data Analytics in Homeland Security and Public Safety Market 
12.1 Facts & Figures 2020. 
12.2 USA National Security Risk Assessment 2020. 
12.3 USA Big Data and Data Analytics Overview. 
12.4 USA Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
12.4.1 Market Size - Assessment and Forecast - 2019-2026. 
12.4.2 Market Dynamics 2019-2026. 
12.4.3 Market Breakdown 2019-2026. 

13 Canada Big Data and Data Analytics in Homeland Security and Public Safety Market 
13.1 Facts & Figures 2020. 
13.2 Canada National Security Risk Assessment 2020. 
13.2.1 Canadian National Security. 
13.2.2 Crime in Canada. 
13.2.3 Terror in Canada. 
13.3 Canada Big Data and Data Analytics Overview. 
13.4 Canada Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
13.4.1 Market Size - Assessment and Forecast - 2019-2026. 
13.4.2 Market Dynamics 2019-2026. 
13.4.3 Market Breakdown 2019-2026. 

14 UK Big Data and Data Analytics in Homeland Security and Public Safety Market 
14.1 Facts & Figures 2020. 
14.2 UK National Security Risk Assessment 2020. 
14.3 UK Big Data and Data Analytics Overview. 
14.4 UK Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
14.4.1 Market Size - Assessment and Forecast - 2019-2026. 
14.4.2 Market Dynamics 2019-2026. 
14.4.3 Market Breakdown 2019-2026. 

15 Germany Big Data and Data Analytics in Homeland Security and Public Safety Market 
15.1 Facts & Figures 2020. 
15.2 Germany National Security Risk Assessment 2020. 
15.3 Germany Big Data and Data Analytics Overview. 
15.3.1 Market Size - Assessment and Forecast - 2019-2026. 
15.3.2 Market Dynamics 2019-2026. 
15.3.3 Market Breakdown 2019-2026. 

16 France Big Data and Data Analytics in Homeland Security and Public Safety Market 
16.1 Facts & Figures 2020. 
16.2 France National Security Risk Assessment 2020. 
16.3 France Big Data and Data Analytics Overview. 
16.4 France Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
16.4.1 Market Size - Assessment and Forecast - 2019-2026. 
16.4.2 Market Dynamics 2019-2026. 
16.4.3 Market Breakdown 2019-2026. 

17 Italy Big Data and Data Analytics in Homeland Security and Public Safety Market 
17.1 Fact & Figures 2020. 
17.2 Italy National Security Risk Assessment 2020. 
17.3 Italy Big Data and Data Analytics Overview. 
17.4 Italy Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
17.4.1 Market Size - Assessment and Forecast - 2019-2026. 
17.4.2 Market Dynamics 2019-2026. 
17.4.3 Market Breakdown 2019-2026. 

18 Spain Big Data and Data Analytics in Homeland Security and Public Safety Market 
18.1 Facts & Figures 2020. 
18.2 Spain National Security Risk Assessment 2020. 
18.3 Spain Big Data and Data Analytics Overview. 
18.4 Spain Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
18.4.1 Market Size - Assessment and Forecast - 2019-2026. 
18.4.2 Market Dynamics 2019-2026. 
18.4.3 Market Breakdown 2019-2026. 

19 Australia Big Data and Data Analytics in Homeland Security and Public Safety Market 
19.1 Facts and Figures 2020. 
19.2 Australia National Security Risk Assessment 2020. 
19.3 Australia Big Data and Data Analysis Overview. 
19.4 Australia Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
19.4.1 Market Size - Assessment and Forecast - 2019-2026. 
19.4.2 Market Dynamics 2019-2026. 
19.4.3 Market Breakdown 2019-2026. 

20 India Big Data and Data Analytics in Homeland Security and Public Safety Market 
20.1 Facts & Figures 2020. 
20.2 India National Security Risk Assessment 2020. 
20.3 India Big Data and Data Analytics Overview. 
20.4 India Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
20.4.1 Market Size - Assessment and Forecast - 2019-2026. 
20.4.2 Market Dynamics 2019-2026. 
20.4.3 Market Breakdown 2019-2026. 

21 China Big Data and Data Analytics in Homeland Security and Public Safety Market 
21.1 Facts & Figures 2020. 
21.2 China National Security Risk Assessment 2020. 
21.3 China Big Data and Data Analytics Overview. 
21.4 China Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
21.4.1 Market Size - Assessment and Forecast - 2019-2026. 
21.4.2 Market Dynamics 2019-2026. 
21.4.3 Market Breakdown 2019-2026. 

22 South Korea Big Data and Data Analytics in Homeland Security and Public Safety Market 
22.1 Facts & Figures 2020. 
22.2 South Korea National Security Assessment 2020. 
22.3 South Korea Big Data and Data Analytics Overview. 
22.4 South Korea Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
22.4.1 Market Size - Assessment and Forecast - 2019-2026. 
22.4.2 Market Dynamics 2019-2026. 
22.4.3 Market Breakdown 2019-2026. 

23 Japan Big Data and Data Analytics in Homeland Security and Public Safety Market 
23.1 Facts & Figures 2020. 
23.2 Japan National Security Risk Assessment 2020. 
23.3 Japan Big Data and Data Analytics Overview. 
23.4 Japan Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
23.4.1 Market Size - Assessment and Forecast - 2019-2026. 
23.4.2 Market Dynamics 2019-2026. 
23.4.3 Market Breakdown 2019-2026. 

24 Brazil Big Data and Data Analytics in Homeland Security and Public Safety Market 
24.1 Facts & Figures 2020. 
24.2 Brazil National Security Assessment 2020. 
24.3 Brazil Big Data and Data Analytics Overview. 
24.4 Brazil Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
24.4.1 Market Size - Assessment and Forecast - 2019-2026. 
24.4.2 Market Dynamics 2019-2026. 
24.4.3 Market Breakdown 2019-2026. 

25 Mexico Big Data and Data Analytics in Homeland Security and Public Safety Market 
25.1 Facts & Figures 2020. 
25.2 Mexico National Security Assessment 2020. 
25.3 Mexico Big Data and Data Analytics Overview. 
25.4 Mexico Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
25.4.1 Market Size - Assessment and Forecast - 2019-2026. 
25.4.2 Market Dynamics 2019-2026. 
25.4.3 Market Breakdown 2019-2026. 

26 Colombia Big Data and Data Analytics in Homeland Security and Public Safety Market 
26.1 Facts and Figures 2020. 
26.2 Colombia National Security Assessment 2020. 
26.3 Colombia Big Data and Data Analytics Overview. 
26.4 Colombia Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
26.4.1 Market Size - Assessment and Forecast - 2019-2026. 
26.4.2 Market Dynamics 2019-2026. 
26.4.3 Market Breakdown 2019-2026. 

27 GCC (Golf Council Corporation) Big Data and Data Analytics in Homeland Security and Public Safety Market 
27.1.1 GCC National Security Assessment for 2020. 
27.1.2 Saudi Arabia Country Assessment 
27.1.2.1 Saudi Arabia Country Assessment 
27.1.2.2 UAE Country Assessment 
27.1.2.3 Kuwait Country Assessment 
27.1.2.4 Bahrain Country Assessment 
27.1.3 GCC Big Data and Data Analitycs Overview. 
27.1.3.1 UAE Big Data and Data Analytics Overview. 
27.1.3.2 Saudi Arabia Big Data and Data Analytics Overview. 
27.2 GCC Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
27.2.1 Market Size - Assessment and Forecast - 2019-2026. 
27.2.2 Market Dynamics 2019-2026. 
27.2.3 Market Breakdown 2019-2026. 

28 South Africa Big Data and Data Analytics in Homeland Security and Public Safety Market 
28.1 Facts & Figures 2020. 
28.2 South Africa National Security Assessment 2020. 
28.3 South Africa Big Data and Data Analytics Overview. 
28.4 South Africa Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
28.4.1 Market Size - Assessment and Forecast - 2019-2026. 
28.4.2 Market Dynamics 2019-2026. 
28.4.3 Market Breakdown 2019-2026. 

29 Nigeria Big Data and Data Analytics in Homeland Security and Public Safety Market 
29.1 Facts & Figures 2020. 
29.2 Nigeria National Security Assessment 2020. 
29.3 Nigeria Big Daya and Data Analytics Overview. 
29.4 Nigeria Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
29.4.1 Market Size - Assessment and Forecast - 2019-2026. 
29.4.2 Market Dynamics 2019-2026. 
29.4.3 Market Breakdown 2019-2026. 

30 Kenya Big Data and Data Analytics in Homeland Security and Public Safety Market 
30.1 Facts & Figures 2020. 
30.2 Kenya National Security Assessment 2020. 
30.3 Kenya Big Data and Data Analytics. 
30.4 Kenya Big Data and Data Analytics in Homeland Security and Public Safety Market - 2019-2026. 
30.4.1 Market Size - Assessment and Forecast - 2019-2026. 
30.4.2 Market Dynamics 2019-2026. 
30.4.3 Market Breakdown 2019-2026. 

31 Leading Vendors. 
31.1 Storage/Data warehouses. 
31.1.1 Teradata. 
31.1.1.1 Company Profile. 
31.1.1.2 Big Data and Analytics Products and Solutions. 
31.1.2 Oracle. 
31.1.2.1 Company Profile. 
31.1.2.2 Big Data and Analytics Products and Solutions. 
31.1.3 Microsoft 
31.1.3.1 Company Profile. 
31.1.3.2 Big Data and Analytics Products and Solutions. 
31.1.4 Dell 
31.1.4.1 Company Profile. 
31.1.4.2 Big Data and Analytics Products and Solutions. 
31.1.5 Cisco Systems. 
31.1.5.1 Company Profile. 
31.1.5.2 Big Data and Analytics Products and Solutions. 
31.1.6 Hadoop Systems. 
31.1.6.1 Stream Computing. 
31.2 Compute. 
31.2.1 Amazon Web Services. 
31.2.1.1 Company Profile. 
31.2.1.2 Big Data and Analytics Products and Solutions. 
31.2.2 Google Compute Engine. 
31.2.2.1 Company Profile. 
31.2.2.2 Big Data and Analytics Products and Solutions. 
31.3 SQL (Structured) and NoSQL (Un-Structured) Database Software. 
31.3.1 SAP. 
31.3.1.1 Company Profile. 
31.3.1.2 Big Data and Analytics Products and Solutions. 
31.3.2 Redis Labs. 
31.3.2.1 Company Profile. 
31.3.2.2 Big Data and Analytics Products and Solutions. 
31.3.3 MongoDB. 
31.3.3.1 Company Profile. 
31.3.3.2 Big Data and Analytics Products and Solutions. 
31.4 Data Analytics. 
31.4.1 Palantir 
31.4.1.1 Company Profile. 
31.4.1.2 Big Data and Analytics Products and Solutions. 
31.4.2 Atos. 
31.4.2.1 Company Profile. 
31.4.2.2 Big Data and Analytics Products and Solutions. 
31.4.3 SAIC. 
31.4.3.1 Company Profile. 
31.4.3.2 Big Data and Analytics Products and Solutions. 
31.4.4 Splunk. 
31.4.4.1 Company Profile. 
31.4.4.2 Big Data and Analytics Products and Solutions. 
31.4.5 ManTech International Corp. 
31.4.5.1 Company Profile. 
31.4.5.2 Big Data and Analytics Products and Solutions. 
31.4.6 IBM.. 
31.4.6.1 Company Profile. 
31.4.6.2 Big Data and Analytics Products and Solutions. 
31.4.7 Govini 
31.4.7.1 Company Profile. 
31.4.7.2 Big Data and Analytics Products and Solutions. 
31.4.8 Hewlett Packard Enterprise (HPE) 
31.4.8.1 Company Profile. 
31.4.8.2 Big Data and Analytics Products and Solutions. 
31.4.9 Thales. 
31.4.9.1 Company Profile. 
31.4.9.2 Big Data and Analytics Products and Solutions. 
31.4.10 Pyramid. 
31.4.10.1 Company Profile. 
31.4.10.2 Big Data and Analytics Products and Solutions. 
31.4.11 SAS. 
31.4.11.1 Company Profile. 
31.4.11.2 Big Data and Analytics Products and Solutions. 
31.4.12 Hitachi Vantara (formaly Hitachi Data Systems) 
31.4.12.1 Company Profile. 
31.4.12.2 Big Data and Analytics Products and Solutions. 
31.4.13 Siren. 
31.4.13.1 Company Profile. 
31.4.13.2 Big Data and Analytics Products and Solutions. 
31.4.14 BAE Systems Applied Intelligence (formerly Detica) 
31.4.14.1 Company Profile. 
31.4.14.2 Big Data Products and Solutions. 
31.4.15 Altamira. 
31.4.15.1 Company Profile. 
31.4.15.2 Big Data and Analytics Products and Solutions. 
31.4.16 Actian. 
31.4.16.1 Company Profile. 
31.4.16.2 Big Data Products and Solutions. 
31.4.17 Ironbrick, Ltd. 
31.4.17.1 Company Profile. 
31.4.17.2 Big Data and Analytics Products and Solutions. 
31.4.18 Raytheon. 
31.4.18.1 Company Profile. 
31.4.18.2 Big Data and Analytics Products and Solutions. 
31.4.19 RipJar 
31.4.19.1 Company Profile. 
31.4.19.2 Big Data and Analytics Products and Solutions. 
31.4.20 Visallo. 
31.4.20.1 Company Profile. 
31.4.20.2 Big Data and Analytics Products and Solutions. 
31.4.21 Nuix. 
31.4.21.1 Company Profile. 
31.4.21.2 Big Data and Analytics Products and Solutions. 
31.4.22 PredPol 
31.4.22.1 Company profile. 
31.4.22.2 Big Data and Analytics Products and Solutions. 
31.4.23 Forensic Logic. 
31.4.23.1 Company profile. 
31.4.23.2 Big Data and Analytics Products and Solutions. 
31.4.24 Numerica. 
31.4.24.1 Company profile. 
31.4.24.2 Big Data and Analytics Products and Solutions. 
31.4.25 PENLINK. 
31.4.25.1 Company profile. 
31.4.25.2 Big Data and Analytics Products and Solutions. 
31.4.26 LexisNexis. 
31.4.26.1 Company profile. 
31.4.26.2 Big Data and Analytics Products and Solutions. 
31.5 Data Visualization. 
31.5.1 Tableau Software. 
31.5.1.1 Company Profile. 
31.5.1.2 Big Data and Analytics Products and Solutions. 
31.5.2 SemanticAI 
31.5.2.1 Company Profile. 
31.5.2.2 Big Data and Analytics Products and Solutions. 
31.5.3 DataWalk. 
31.5.3.1 Company Profile. 
31.5.3.2 Big Data and Analytics Products and Solutions. 
31.5.4 TIBCO Software. 
31.5.4.1 Company Profile. 
31.5.4.2 Big Data and Analytics Products and Solutions. 
31.5.5 QlikView. 
31.5.5.1 Company Profile. 
31.5.5.2 Big Data and Analytics Products and Solutions. 
31.5.6 MicroStrategy. 
31.5.6.1 Company Profile. 
31.5.6.2 Big Data and Analytics Products and Solutions. 
31.6 Services. 
31.6.1 Accenture. 
31.6.1.1 Company Profile. 
31.6.1.2 Big Data and Analytics Products and Solutions. 
31.6.2 PwC. 
31.6.2.1 Company Profile. 
31.6.2.2 Big Data and Analytics Products and Solutions. 
31.6.3 Deloitte. 
31.6.3.1 Company Profile. 
31.6.3.2 Big Data and Analytics Products and Solutions. 

32 Appendix. 
32.1 Big Data Definitions and Introduction. 
32.1.1 Digital Universe. 
32.1.2 Big Data - Volume, Velocity and Variety. 
32.1.2.1 The Core 3 V’s. 
32.1.3 Big Data Extended - Variability, Veracity, Visualization and Value. 
32.1.3.1 Variability - Variance in Meaning. 
32.1.3.2 Veracity - Incorrect Data. 
32.1.3.3 Visualization - Graphs, Charts. 
32.1.3.4 Value - $ Value of Information. 
32.2 Homeland Security and Public Safety Country Backgrounds. 
32.2.1 USA Major Homeland Security and Public Safety Organizations. 
32.2.1.1 The US Federal Homeland Security Infrastructure. 
32.2.1.2 Police Forces and Law Enforcement Agencies. 
32.2.1.3 Security and Intelligence Agencies. 
32.2.1.4 Intelligence Community Budget 
32.2.1.5 Fusion Centers. 
32.2.2 Canada Major Homeland Security and Public Safety Organizations. 
32.2.2.1 Canada Border Services Agency (CBSA) 
32.2.2.2 Canadian Security Intelligence Services (CSIS) 
32.2.2.3 Royal Canadian Mounted Police (RCMP) 
32.2.3 UK Major Homeland Security and Public Safety Organizations. 
32.2.3.1 The Brexit Effects. 
32.2.3.2 UK Homeland Security & Public Safety Agencies Organogram.. 
32.2.3.3 UK Police and Law Enforcement Agencies. 
32.2.3.4 UK Security and Intelligence Agencies. 
32.2.3.5 UK Fight Against Terrorist Financing. 
32.2.3.6 UK Homeland Security and Public Safety Regulation Initiatives. 
32.2.4 Germany Major Homeland Security and Public Safety Organizations. 
32.2.4.1 Germany Homeland Security & Public Safety Agencies Organogram.. 
32.2.4.2 Germany Security and Intelligence Agencies. 
32.2.4.3 Germany Privacy Issues. 
32.2.5 France Major Homeland Security and Public Safety Organizations. 
32.2.5.1 France Counter Terror & Public Safety Agencies Organogram.. 
32.2.5.2 France Homeland Security and Public Safety Regulation. 
32.2.6 Italy Major Homeland Security and Public Safety Organizations. 
32.2.6.1 Italy Homeland Security & Public Safety Agencies Organogram.. 
32.2.7 Spain Major Homeland Security and Public Safety Organizations. 
32.2.7.1 Spain Homeland Security & Public Safety Agencies Organogram.. 
32.2.7.2 Security and Intelligence Agencies. 
32.2.8 Australia Homeland Security & Public Safety Agencies Organogram.. 
32.2.9 India Major Homeland Security and Public Safety Organizations. 
32.2.9.1 India Homeland Security & Public Safety Agencies Organogram.. 
32.2.9.2 Security and Intelligence Agencies. 
32.2.10 China Major Homeland Security and Public Safety Organizations. 
32.2.10.1 China Homeland Security & Public Safety Agencies Organogram.. 
32.2.10.2 Security and Intelligence Agencies. 
32.2.11 South Korea Major Homeland Security and Public Safety Organizations. 
32.2.11.1 South Korea Homeland Security & Public Safety Agencies Organogram.. 
32.2.11.2 Security and Intelligence Agencies. 
32.2.12 Japan Major Homeland Security and Public Safety Organizations. 
32.2.12.1 Japan Homeland Security & Public Safety Agencies Organogram.. 
32.2.13 Brazil Major Homeland Security and Public Safety Organizations. 
32.2.13.1 Brazil Homeland Security and Public Safety Agencies Organogram.. 
32.2.13.2 Brazilian Major Homeland Security and Public Safety Organizations. 
32.2.14 Mexico Major Homeland Security and Public Safety Organizations. 
32.2.14.1 Mexico Homeland Security and Public Safety Agencies Organogram.. 
32.2.15 Colombia Major Homeland Security and Public Safety Organizations. 
32.2.15.1 National Police. 
32.2.15.2 Law Enforcement 
32.2.16 GCC Major Homeland Security and Public Safety Organizations. 
32.2.16.1 Saudi Arabia Government Security Organogram.. 
32.2.16.2 UAE Homeland Security & Public Safety Agencies Organogram.. 
32.2.16.3 Kuwait Homeland Security & Public Safety Agencies. 
32.2.16.4 Bahrain Homeland Security & Public Safety Agencies. 
32.2.17 South Africa Major Homeland Security and Public Safety Organizations. 
32.2.17.1 State Security Agency. 
32.2.17.2 State Security Agency Organogram.. 
32.2.18 Nigeria Major Homeland Security and Public Safety Organizations. 
32.2.19 Kenya Major Homeland Security and Public Safety Organizations. 
32.2.19.1 Ministry of Interior 

33 Research Methodology. 
33.1 Report Structure. 
33.2 Research Methodology. 
33.3 For Whom is This Report?. 

34 Disclaimer & Copyright 
 

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