Big Data & Data Analytics Market in Homeland Security and Public Safety: 2017-2022

Description

Publication: May 2017 Edition, Pages: 450, Tables & Figures: 290

The Global Market for Big Data and Data Analytics in Homeland Security is Forecast to Reach $11B in 2022

Big Data & Data Analytics, Homeland Security & Public Safety Market

Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Vertical Market 2015-2022

Big Data Market is booming

The "Big Data & Data Analytics, Homeland Security & Public Safety: Global Market 2017-2022" report forecasts that this industry’s revenues will grow at a 2015-2022 CAGR of 17.5%, reaching $11 Billion by 2022.The use of big data and data analytics by Homeland Security, 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

We forecast that the big data and data analytics in Homeland Security and Public Safety market in Asia Pacific and Europe to grow rapidly, with CAGR in the low 20s, especially due to the Chinese and Western European markets.

See below a short sample of the report.

 

Homeland Security Big Data Market Drivers

The global big data Market in Homeland 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.
  • 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 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.
  • 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.

Big Data & Data Analytics, Homeland Security & Public Safety: Global Market 2017-2022

Homeland Security & Public Safety Main Data Sources for Intelligence

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 2017-2022? 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 5 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
  • 6 technology submarkets
  • 9 distinctive data source markets

Big Data & Data Analytics, Homeland Security & Public Safety: Global Market 2017-2022

Big Data and Data Analytics in Homeland Security and Public Safety Market Organogram

The homeland security big data market forecast report presents in 450 pages, 85 tables and 205 figures, analysis of 19 national, 9 vertical, 9 technological markets and 9 distinctive data sources. The report presents for each submarket 2015 data, 2016 estimate and projects the 2017-2022 big data market forecast and technologies.

Market data is analyzed via 5 key independent perspectives:
With a highly-fragmented market, we address the "money trail" – each dollar spent – via the following 5 orthogonal market segments:

  • By 19 National Big Data Markets:
    1. USA
    2. Canada
    3. Germany
    4. France
    5. UK
    6. Italy
    7. Spain
    8. Australia
    9. India
    10. China
    11. South Korea
    12. Japan
    13. Brazil
    14. Mexico
    15. Colombia
    16. GCC
    17. South Africa
    18. Kenya
    19. Nigeria
  • By 9 Vertical Markets:
    1. Government Intelligence Agencies
    2. Law Enforcement and 1st Responders such as police intelligence
    3. Defense/Military Intelligence
    4. Financial Services Industry & Fraud Detection
    5. Big Data Analytics in Cyber Security
    6. Border Control & Customs
    7. Mass Transportation (Air, Sea & Land)
    8. Intelligence Fusion Centers
    9. Critical Infrastructure Security
  • By 3 Technological Markets:
    1. Big Data Hardware
    2. Big Data Software
    3. Big Data Services
  • By 6 Technological submarkets:
    1. Storage & Communications Equipment
    2. Data Warehouses & Data Management
    3. Analytics and Visualization Applications
    4. Compute
    5. SQL & NoSQL
    6. Professional Services
  • By 9 Distinctive Data Sources:
    1. Communications – Sigint (including GPS) – Big Data in Signal Intelligence market
    2. Video
    3. Cyber Security Related Data
    4. OSINT Market – Open Source Intelligence (Social Media and Web)
    5. Government DBs
    6. Financial- Financial Intelligence
    7. Geospatial
    8. Customs/Border Sources
    9. 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):

  1. Storage and Data Warehouse – Teradata, Oracle, Microsoft, Dell, Cisco Systems, Hadoop Systems
  2. Compute Amazon Web Services, Google Compute Engine
  3. SQL and NoSQL – SAP, Redis Labs, MongoDB
  4. Data Analytics – Palantir Intelligence, Splunk, IBM Watson Analytics, HP Enterprise, SAS, Hitachi Data Systems, BAE Systems, Actian, Raytheon
  5. Data Visualization – Tableau Software, TIBCO Software, QlikView, MicroStrategy
  6. Professional Services – Accenture, PwC, Deloitte
Table of Contents Table of Contents
Download TOC as PDF
1 Executive Summary
1.1 Major Findings & Conclusions
1.1.1 Market Background
1.1.2 Market Estimations and Forecast
1.2 Major Dynamics & Opportunities
1.3 Global Big Data and Data Analytics in Homeland Security and Public Safety Market 2015-2022
1.3.1 Market Size - Assessment and Forecast - 2015-2022
1.3.2 Market Dynamics 2015-2022
1.3.3 Market Breakdown 2015-2022
1.4 Global Big Data and Data Analytics in Homeland Security and Public Safety Markets Organogram
2 Global Market Background
2.1 Global Security Concerns
2.1.1 Global Risks 2016: A Regional Perceptive
2.1.2 North America Homeland Security & Public Safety Market Drivers
2.1.2.1 Terrorism Threat
2.1.2.2 Cyber-Attacks
2.1.2.3 Natural Disasters
2.1.3 European Homeland Security & Public Safety Market Drivers
2.1.3.1 New Realities of Terror Across Europe
2.1.3.2 Fight Against Terrorist Financing
2.1.4 APAC Homeland Security & Public Safety Market Drivers
2.1.4.1 Transnational Terrorism
2.1.4.2 Natural Disasters
2.1.4.3 Insurgency Operations
2.1.5 Latin America Homeland Security & Public Safety Market Drivers
2.1.5.1 Organized Crime
2.1.5.2 Illicit Financial Flows
2.1.5.3 Drug Trafficking
2.1.6 Middle East and Africa Homeland Security & Public Safety Market Drivers
2.1.6.1 Terrorism Threat
2.1.6.2 Political and Social Instability
2.1.6.3 Cyber Attacks
2.2 Homeland Security and Public Safety Agencies
2.3 Proliferation of Data
2.4 Main Personal Data Sources for Homeland Security & Public Safety Big Data Projects
2.5 Big Data and Data Analytics in Homeland Security and Public Safety Market
2.6 Big Data and Data Analytics in Homeland Security and Public Safety Market Organogram
3 Big Data in Homeland Security and Public Safety: Market Drivers
4 Big Data in Homeland Security and Public Safety: Market Inhibitors
5 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Technology Market - 2015-2022
5.1 Consolidated Market 2015-2022
5.2 Market Analysis 2015-2022
5.3 Market Dynamics 2015-2022
5.4 Market Breakdown 2015-2022
6 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Technology Sub-Market - 2015-2022
6.1 Consolidated Market 2015-2022
6.2 Market Analysis 2015-2022
6.3 Market Dynamics 2015-2022
6.4 Market Breakdown 2015-2022
7 Technology
7.1 Big Data Technology Background
7.2 Big Data Collection and Analysis Process
7.3 Data Sources Collection and Recording
7.3.1 Digital and Analog Data Production
7.4 Machine Learning
7.4.1 Machine Learning Methods
7.4.2 Deep Machine Learning
7.4.3 Application Types
7.4.3.1 Speech Recognition
7.4.3.2 Image Recognition
7.4.3.3 Natural Language Processing
7.4.3.4 Recommendation Systems
7.5 Data Exploration Vs. Machine Learning Model
7.6 Legacy Analytics Vs. Big Data Analytics
7.7 Storage & Communications Equipment
7.7.1 Market Size - Assessment and Forecast - 2015-2022
7.7.2 Market Dynamics 2015-2022
7.7.3 Market Breakdown 2015-2022
7.8 Data Warehouses & Data Management
7.8.1 Market Size - Assessment and Forecast - 2015-2022
7.8.2 Market Dynamics 2015-2022
7.8.3 Market Breakdown 2015-2022
7.9 SQL (Structured) and NoSQL (Un-Structured) Database Software
7.9.1 SQL (Structured) Database Software
7.9.2 NoSQL (Un-Structured) Database Software
7.9.3 Market Size - Assessment and Forecast - 2015-2022
7.9.4 Market Dynamics 2015-2022
7.9.5 Market Breakdown 2015-2022
7.1 Data Analytics & Visualization Applications
7.10.1 Data Analytics
7.10.1.1 Data Mining
7.10.2 Visualization and Presentation
7.10.3 Market Size - Assessment and Forecast - 2015-2022
7.10.4 Market Dynamics 2015-2022
7.10.5 Market Breakdown 2015-2022
7.11 Compute Engine
7.11.1 Market Size - Assessment and Forecast - 2015-2022
7.11.2 Market Dynamics 2015-2022
7.11.3 Market Breakdown 2015-2022
7.12 Professional Services
7.12.1 Market Size - Assessment and Forecast - 2015-2022
7.12.2 Market Dynamics 2015-2022
7.12.3 Market Breakdown 2015-2022
8 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Vertical Market - 2015-2022
8.1 Consolidated Market 2015-2022
8.2 Market Analysis 2015-2022
8.3 Market Dynamics 2015-2022
8.4 Market Breakdown 2015-2022
9 Vertical Markets
9.1 Vertical Markets Data Sources and Types of Threat Diagram
9.2 Applications and Data Type by Vertical
9.3 Big Data Maturity Level and Forecast by Vertical
9.4 Mission Critical Applications
9.4.1 Mission Critical Applications
9.5 Government Intelligence Agencies
9.5.1 Use Cases
Social Media Monitoring
9.5.1.1 People Interactions and Relationships
9.5.1.2 Money Laundering, Fraud & Terrorist Financing
9.5.1.3 Anticipatory Intelligence
9.5.2 Market Size - Assessment and Forecast - 2015-2022
9.5.3 Market Dynamics 2015-2022
9.5.4 Market Breakdown 2015-2022
9.6 Police Forces, Law Enforcement and 1st Responders Agencies
9.6.1 Police Forces and Law Enforcement Agencies
9.6.1.1 Use Cases
9.6.2 First Responders (non-police)
9.6.2.1 Use Cases
9.6.3 Market Size - Assessment and Forecast - 2015-2022
9.6.4 Market Dynamics 2015-2022
9.6.5 Market Breakdown 2015-2022
9.7 Defense/Military Intelligence
9.7.1 Use Cases
9.7.1.1 Intelligence, Surveillance, Target Acquisition and Reconnaissance (ISTAR)
9.7.1.2 System of Systems
9.7.1.3 R&D - DARPA Big Data Projects & Budget
9.7.2 Market Size - Assessment and Forecast - 2015-2022
9.7.3 Market Dynamics 2015-2022
9.7.4 Market Breakdown 2015-2022
9.8 Financial Intelligence & Fraud Detection
9.8.1 Terrorist & Organized Crime Financing
9.8.2 Anti-Money Laundering (AML) & Fraud Detection
9.8.3 Use Cases
9.8.4 FinCEN - Financial Crimes Network
9.8.5 Market Size - Assessment and Forecast - 2015-2022
9.8.6 Market Dynamics 2015-2022
9.8.7 Market Breakdown 2015-2022
9.9 Cyber Security Agencies
9.9.1 Use Cases
9.9.1.1 Predictive Analytics
9.9.1.2 Database Activity Monitoring (DAM)
9.9.1.3 Industrial Security (SCADA) Supervision and Control of Critical Infrastructure
9.9.1.4 Identity and Access Management (IAM)
9.9.1.5 Forensics Analysis (post-attack)
9.9.2 Market Size - Assessment and Forecast - 2015-2022
9.9.3 Market Dynamics 2015-2022
9.9.4 Market Breakdown 2015-2022
9.1 Border Control and Customs
9.10.1 Use Cases
9.10.1.1 Real-Time Data Sets of Personal Information
9.10.1.2 Real-Time Risk Analysis
9.10.1.3 Illegal Immigration
9.10.2 Market Size - Assessment and Forecast - 2015-2022
9.10.3 Market Dynamics 2015-2022
9.10.4 Market Breakdown 2015-2022
9.11 Mass Transportation (Air, Sea & Land)
9.11.1 Use Cases
9.11.1.1 Risk-Based Passenger Screening and Terrorist Watch-lists
9.11.1.2 Detect Identity Fraud
9.11.1.3 Geo-Location Analysis
9.11.1.4 CCTV and Real-Time Feeds on Transit and Passenger Rail
9.11.2 Market Size - Assessment and Forecast - 2015-2022
9.11.3 Market Dynamics 2015-2022
9.11.4 Market Breakdown 2015-2022
9.12 Intelligence Fusion Centers
9.12.1 Use Cases
9.12.1.1 Information Gathering and Suspicious Activity Reporting
9.12.1.2 Analytics and Visualization of Relationships
9.12.1.3 GIS Mapping
9.12.2 Market Size - Assessment and Forecast - 2015-2022
9.12.3 Market Dynamics 2015-2022
9.12.4 Market Breakdown 2015-2022
9.13 Critical Infrastructure Security
9.13.1 Cyber-Attacks on Critical Infrastructure in the U.S.A
9.13.2 Russian Cyber-Attack on the Ukrainian Energy Sector
9.13.3 Use Cases
9.13.3.1 Oil & Gas Operations
9.13.3.2 Energy Utilities
9.13.3.3 Water and Wastewater Systems
9.13.4 Market Size - Assessment and Forecast - 2015-2022
9.13.5 Market Dynamics 2015-2022
9.13.6 Market Breakdown 2015-2022
10 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Data Source - 2015-2022
10.1 Consolidated Market 2015-2022
10.2 Market Analysis 2015-2022
10.3 Market Dynamics 2015-2022
10.4 Market Breakdown 2015-2022
11 Type of Data Sources
11.1 Passive Data Sources
11.2 Active Data Sources
12 Data Sources
12.1 Communications (including GPS)
12.1.1 GPS Sources
12.1.2 Application Types
12.1.3 Market Size - Assessment and Forecast - 2015-2022
12.1.4 Market Dynamics 2015-2022
12.1.5 Market Breakdown 2015-2022
12.2 Video Stream
12.2.1 CCTV Systems
12.2.2 Social Media Video Streams
12.2.3 Common Uses of Video Analysis
12.2.4 Market Size - Assessment and Forecast - 2015-2022
12.2.5 Market Dynamics 2015-2022
12.2.6 Market Breakdown 2015-2022
12.3 Cyber Security Related Data
12.3.1 Market Size - Assessment and Forecast - 2015-2022
12.3.2 Market Dynamics 2015-2022
12.3.3 Market Breakdown 2015-2022
12.4 OSINT (Social Media and Web)
12.4.1 Social Media Sources
12.4.2 Global Internet and Social Media Users
12.4.3 Leading Social Media Platforms
12.4.4 Market Size - Assessment and Forecast - 2015-2022
12.4.5 Market Dynamics 2015-2022
12.4.6 Market Breakdown 2015-2022
12.5 Governmental DBs
12.5.1 National ID Card
12.5.2 Fingerprint Database
12.5.3 National DNA Database
12.5.4 Public Transportation
12.5.5 Car Registration
12.5.6 Driver's License
12.5.7 Land Records
12.5.8 Criminal Records
12.5.9 Phone Call Records
12.5.10 Market Size - Assessment and Forecast - 2015-2022
12.5.11 Market Dynamics 2015-2022
12.5.12 Market Breakdown 2015-2022
12.6 Financial Data
12.6.1 Digital Banking
12.6.2 Blockchain and Bitcoin
12.6.3 Market Size - Assessment and Forecast - 2015-2022
12.6.4 Market Dynamics 2015-2022
12.6.5 Market Breakdown 2015-2022
12.7 Customs/Border Sources
12.7.1 European Immigration Crisis
12.7.2 Data Sources
12.7.3 Market Size - Assessment and Forecast - 2015-2022
12.7.4 Market Dynamics 2015-2022
12.7.5 Market Breakdown 2015-2022
12.8 Geospatial
12.8.1 Raster Data
12.8.2 Vector Data
12.8.3 Data Sources
12.8.4 Market Size - Assessment and Forecast - 2015-2022
12.8.5 Market Dynamics 2015-2022
12.8.6 Market Breakdown 2015-2022
12.9 Vehicle Data
12.9.1 V2V and V2X
12.9.2 Data Sources
12.9.3 Market Size - Assessment and Forecast - 2015-2022
12.9.4 Market Dynamics 2015-2022
12.9.5 Market Breakdown 2015-2022
13 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Region
13.1 5 Regional Markets Comparison Analysis
13.1.1 Consolidated Market 2015-2022
13.1.2 Market Analysis 2015-2022
13.1.3 Market Dynamics 2015-2022
13.1.4 Market Breakdown 2015-2022
14 Global Big Data and Data Analytics in Homeland Security and Public Safety Market by Country
14.1 19 National Markets Comparison Analysis
14.1.1 Consolidated Market 2015-2022
14.1.2 Market Analysis 2015-2022
14.1.3 Market Dynamics 2016-2022
14.1.4 Market Breakdown 2015-2022
14.1.5 The 7 Leading National Markets
14.1.6 R.o.W Markets
15 USA Big Data and Data Analytics in Homeland Security and Public Safety Market
15.1 USA National Security Risk Assessment 2016
15.2 USA Major Homeland Security and Public Safety Organizations
15.2.1 The US Federal Homeland Security Infrastructure
15.2.2 The Department of Homeland Security Organizational Structure
15.2.3 Police Forces and Law Enforcement Agencies
15.2.4 Security and Intelligence Agencies
15.2.4.1 Intelligence Community Budget
15.2.4.2 Fusion Centers
15.3 USA Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
15.3.1 Market Size - Assessment and Forecast - 2015-2022
15.3.2 Market Dynamics 2015-2022
15.3.3 Market Breakdown 2015-2022
16 Canada Big Data and Data Analytics in Homeland Security and Public Safety Market
16.1 Canada National Security Risk Assessment 2016
16.2 Canada Major Homeland Security and Public Safety Organizations
16.2.1 Canada Homeland Security & Public Safety Agencies Organogram
16.2.2 Canada Border Services Agency (CBSA)
16.2.3 Canadian Security Intelligence Services (CSIS)
16.2.4 Royal Canadian Mounted Police (RCMP)
16.3 Canada Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
16.3.1 Market Size - Assessment and Forecast - 2015-2022
16.3.2 Market Dynamics 2015-2022
16.3.3 Market Breakdown 2015-2022
17 UK Big Data and Data Analytics in Homeland Security and Public Safety Market
17.1 UK National Security Risk Assessment 2016
17.2 UK Major Homeland Security and Public Safety Organizations
17.2.1 UK Homeland Security & Public Safety Agencies Organogram
17.2.2 UK Police and Law Enforcement Agencies
17.2.3 UK Security and Intelligence Agencies
17.2.4 UK Fight Against Terrorist Financing
17.2.5 UK Homeland Security and Public Safety Regulation Initiatives
17.2.5.1 UK Investigatory Powers Bill
17.2.5.2 UK Counter Terror Legislation
17.3 UK Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
17.3.1 Market Size - Assessment and Forecast - 2015-2022
17.3.2 Market Dynamics 2015-2022
17.3.3 Market Breakdown 2015-2022
18 Germany Big Data and Data Analytics in Homeland Security and Public Safety Market
18.1 Germany National Security Risk Assessment 2016
18.2 Germany Major Homeland Security and Public Safety Organizations
18.2.1 Germany Homeland Security & Public Safety Agencies Organogram
18.2.2 Germany Security and Intelligence Agencies
18.3 Germany Privacy Issues
18.4 Germany Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
18.4.1 Market Size - Assessment and Forecast - 2015-2022
18.4.2 Market Dynamics 2015-2022
18.4.3 Market Breakdown 2015-2022
19 France Big Data and Data Analytics in Homeland Security and Public Safety Market
19.1 France National Security Risk Assessment 2016
19.2 France Major Homeland Security and Public Safety Organizations
19.2.1 France Counter Terror & Public Safety Agencies Organogram
19.3 France Homeland Security and Public Safety Regulation
19.4 France Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
19.4.1 Market Size - Assessment and Forecast - 2015-2022
19.4.2 Market Dynamics 2015-2022
19.4.3 Market Breakdown 2015-2022
20 Italy Big Data and Data Analytics in Homeland Security and Public Safety Market
20.1 Italy National Security Risk Assessment 2016
20.2 Italy Major Homeland Security and Public Safety Organizations
20.2.1 Italy Homeland Security & Public Safety Agencies Organogram
20.3 Italy Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
20.3.1 Market Size - Assessment and Forecast - 2015-2022
20.3.2 Market Dynamics 2015-2022
20.3.3 Market Breakdown 2015-2022
21 Spain Big Data and Data Analytics in Homeland Security and Public Safety Market
21.1 Spain National Security Risk Assessment 2016
21.2 Spain Major Homeland Security and Public Safety Organizations
21.2.1 Spain Homeland Security & Public Safety Agencies Organogram
21.2.2 Security and Intelligence Agencies
21.3 Spain Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
21.3.1 Market Size - Assessment and Forecast - 2015-2022
21.3.2 Market Dynamics 2015-2022
21.3.3 Market Breakdown 2015-2022
22 Australia Big Data and Data Analytics in Homeland Security and Public Safety Market
22.1 Australia National Security Risk Assessment 2016
22.2 Australia Major Homeland Security and Public Safety Organizations
22.2.1 Australia Homeland Security & Public Safety Agencies Organogram
22.3 Australia Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
22.3.1 Market Size - Assessment and Forecast - 2015-2022
22.3.2 Market Dynamics 2015-2022
22.3.3 Market Breakdown 2015-2022
23 India Big Data and Data Analytics in Homeland Security and Public Safety Market
23.1 India National Security Risk Assessment 2016
23.2 India Major Homeland Security and Public Safety Organizations
23.2.1 India Homeland Security & Public Safety Agencies Organogram
23.2.2 Security and Intelligence Agencies
23.3 India Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
23.3.1 Market Size - Assessment and Forecast - 2015-2022
23.3.2 Market Dynamics 2015-2022
23.3.3 Market Breakdown 2015-2022
24 China Big Data and Data Analytics in Homeland Security and Public Safety Market
24.1 China National Security Risk Assessment 2016
24.2 China Major Homeland Security and Public Safety Organizations
24.2.1 China Homeland Security & Public Safety Agencies Organogram
24.3 China Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
24.3.1 Market Size - Assessment and Forecast - 2015-2022
24.3.2 Market Dynamics 2015-2022
24.3.3 Market Breakdown 2015-2022
25 South Korea Big Data and Data Analytics in Homeland Security and Public Safety Market
25.1 South Korea National Security Assessment 2016
25.2 South Korea Major Homeland Security and Public Safety Organizations
25.2.1 South Korea Homeland Security & Public Safety Agencies Organogram
25.2.2 Security and Intelligence Agencies
25.3 South Korea Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
25.3.1 Market Size - Assessment and Forecast - 2015-2022
25.3.2 Market Dynamics 2015-2022
25.3.3 Market Breakdown 2015-2022
26 Japan Big Data and Data Analytics in Homeland Security and Public Safety Market
26.1 Japan National Security Risk Assessment 2016
26.2 Japan Major Homeland Security and Public Safety Organizations
26.2.1 Japan Homeland Security & Public Safety Agencies Organogram
26.3 Japan Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
26.3.1 Market Size - Assessment and Forecast - 2015-2022
26.3.2 Market Dynamics 2015-2022
26.3.3 Market Breakdown 2015-2022
27 Brazil Big Data and Data Analytics in Homeland Security and Public Safety Market
27.1 Brazil National Security Assessment 2016
27.2 Brazil Major Homeland Security and Public Safety Organizations
27.2.1 Brazil Homeland Security and Public Safety Agencies Organogram
27.3 Brazil Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
27.3.1 Market Size - Assessment and Forecast - 2015-2022
27.3.2 Market Dynamics 2015-2022
27.3.3 Market Breakdown 2015-2022
28 Mexico Big Data and Data Analytics in Homeland Security and Public Safety Market
28.1 Mexico National Security Assessment 2016
28.2 Mexico Major Homeland Security and Public Safety Organizations
28.2.1 Mexico Homeland Security and Public Safety Agencies Organogram
28.3 Mexico Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
28.3.1 Market Size - Assessment and Forecast - 2015-2022
28.3.2 Market Dynamics 2015-2022
28.3.3 Market Breakdown 2015-2022
29 Colombia Big Data and Data Analytics in Homeland Security and Public Safety Market
29.1 Colombia National Security Assessment 2016
29.2 Colombia Major Homeland Security and Public Safety Organizations
29.2.1 National Police
29.2.2 Law Enforcement
29.3 Colombia Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
29.3.1 Market Size - Assessment and Forecast - 2015-2022
29.3.2 Market Dynamics 2015-2022
29.3.3 Market Breakdown 2015-2022
30 GCC (Golf Council Corporation) Big Data and Data Analytics in Homeland Security and Public Safety Market
30.1 GCC National Security Assessment for 2016
30.1.1 Saudi Arabia Country Assessment
30.1.2 UAE Country Assessment
30.1.3 Kuwait Country Assessment
30.1.4 Bahrain Country Assessment
30.2 GCC Major Homeland Security and Public Safety Organizations
30.2.1 Saudi Arabia Government Security Organogram
30.2.2 UAE Homeland Security & Public Safety Agencies Organogram
30.2.3 Kuwait Homeland Security & Public Safety Agencies
30.2.4 Bahrain Homeland Security & Public Safety Agencies
30.3 GCC Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
30.3.1 Market Size - Assessment and Forecast - 2015-2022
30.3.2 Market Dynamics 2015-2022
30.3.3 Market Breakdown 2015-2022
31 South Africa Big Data and Data Analytics in Homeland Security and Public Safety Market
31.1 South Africa National Security Assessment 2016
31.2 South Africa Major Homeland Security and Public Safety Organizations
31.2.1 State Security Agency
31.2.1.1 State Security Agency Organogram
31.3 South Africa Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
31.3.1 Market Size - Assessment and Forecast - 2015-2022
31.3.2 Market Dynamics 2015-2022
31.3.3 Market Breakdown 2015-2022
32 Nigeria Big Data and Data Analytics in Homeland Security and Public Safety Market
32.1 Nigeria National Security Assessment 2016
32.2 Nigeria Major Homeland Security and Public Safety Organizations
32.3 Nigeria Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
32.3.1 Market Size - Assessment and Forecast - 2015-2022
32.3.2 Market Dynamics 2015-2022
32.3.3 Market Breakdown 2015-2022
33 Kenya Big Data and Data Analytics in Homeland Security and Public Safety Market
33.1 Kenya National Security Assessment 2016
33.2 Kenya Major Homeland Security and Public Safety Organizations
33.2.1 Ministry of Interior
33.3 Kenya Big Data and Data Analytics in Homeland Security and Public Safety Market - 2017-2022
33.3.1 Market Size - Assessment and Forecast - 2015-2022
33.3.2 Market Dynamics 2015-2022
33.3.3 Market Breakdown 2015-2022
34 Select Homeland Security and Public Safety Big Data Projects and Programs
34.1 European Commission Horizon 2020 Initiative
34.2 European Commission Slandail Project - Empowering Emergency Response Using Social Media
35 Leading Vendors
35.1 Storage/Data warehouses
35.1.1 Teradata
35.1.1.1 Company profile
35.1.1.2 Big Data and Analytics Products and Solutions
35.1.2 Oracle
35.1.2.1 Company profile
35.1.2.2 Big Data and Analytics Products and Solutions
35.1.3 Microsoft
35.1.3.1 Company profile
35.1.3.2 Big Data and Analytics Products and Solutions
35.1.4 Dell
35.1.4.1 Company profile
35.1.4.2 Big Data and Analytics Products and Solutions
35.1.5 Cisco Systems
35.1.5.1 Company profile
35.1.5.2 Big Data and Analytics Products and Solutions
35.1.6 Hadoop Systems
35.1.6.1 Stream Computing
35.2 Compute
35.2.1 Amazon Web Services
35.2.1.1 Company profile
35.2.1.2 Big Data and Analytics Products and Solutions
35.2.2 Google Compute Engine
35.2.2.1 Company profile
35.2.2.2 Big Data and Analytics Products and Solutions
35.3 SQL (Structured) and NoSQL (Un-Structured) Database Software
35.3.1 SAP
35.3.1.1 Company profile
35.3.1.2 Big Data and Analytics Products and Solutions
35.3.2 Redis Labs
35.3.2.1 Company profile
35.3.2.2 Big Data and Analytics Products and Solutions
35.3.3 MongoDB
35.3.3.1 Company profile
35.3.3.2 Big Data and Analytics Products and Solutions
35.4 Data Analytics
35.4.1 Palantir
35.4.1.1 Company profile
35.4.1.2 Big Data and Analytics Products and Solutions
35.4.2 Splunk
35.4.2.1 Company profile
35.4.2.2 Big Data and Analytics Products and Solutions
35.4.3 IBM
35.4.3.1 Company profile
35.4.3.2 Big Data and Analytics Products and Solutions
35.4.4 Hewlett Packard Enterprise
35.4.4.1 Company profile
35.4.4.2 Big Data and Analytics Products and Solutions
35.4.5 SAS
35.4.5.1 Company profile
35.4.5.2 Big Data and Analytics Products and Solutions
35.4.6 Hitachi Data Systems
35.4.6.1 Company profile
35.4.6.2 Big Data and Analytics Products and Solutions
35.4.7 BAE Systems
35.4.7.1 Company profile
35.4.7.2 Big Data Products and Solutions
35.4.8 Actian
35.4.8.1 Company profile
35.4.8.2 Big Data Products and Solutions
35.4.9 Raytheon
35.4.9.1 Company profile
35.4.9.2 Big Data and Analytics Products and Solutions
35.5 Data Visualization
35.5.1 Tableau Software
35.5.1.1 Company profile
35.5.1.2 Big Data and Analytics Products and Solutions
35.5.2 TIBCO Software
35.5.2.1 Company profile
35.5.2.2 Big Data and Analytics Products and Solutions
35.5.3 QlikView
35.5.3.1 Company profile
35.5.3.2 Big Data and Analytics Products and Solutions
35.5.4 MicroStrategy
35.5.4.1 Company profile
35.5.4.2 Big Data and Analytics Products and Solutions
35.6 Services
35.6.1 Accenture
35.6.1.1 Company profile
35.6.1.2 Big Data and Analytics Products and Solutions
35.6.2 PwC
35.6.2.1 Company profile
35.6.2.2 Big Data and Analytics Products and Solutions
35.6.3 Deloitte
35.6.3.1 Company profile
35.6.3.2 Big Data and Analytics Products and Solutions
36 Appendix
36.1 Big Data Definitions and Introduction
36.1.1 Digital Universe
36.1.2 Big Data - Volume, Velocity and Variety
36.1.2.1 The Core 3 V's
36.1.3 Big Data Extended - Variability, Veracity, Visualization and Value
36.1.3.1 Variability - Variance in Meaning
36.1.3.2 Veracity - Incorrect Data
36.1.3.3 Visualization - Graphs, Charts
36.1.3.4 Value - $ Value of Information
37 Research Methodology
37.1 Report Structure
37.2 Research Methodology
37.3 For Whom is This Report?
38 Disclaimer & Copyright
Figures/Tables Tables
Table 1 Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 2 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology - 2015-2022
Table 3 Global Big Data and Data Analytics Market in Homeland Security and Public Safety ($M) and Compound Annual Growth Rate (%) by Technology Market 2015, 2022
Table 4 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Annual Growth Rate (%) by Technology 2015-2022
Table 5 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market Share (%) by Technology 2015-2022
Table 6 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market Share (%) by Technology 2015-2022
Table 7 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology Market 2015-2022
Table 8 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Technology Sub-Market - 2015-2022
Table 9 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Technology Sub-Market 2015, 2022
Table 10 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Technology Sub-Market 2015-2022
Table 11 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Technology Sub-Market 2015-2022
Table 12 Machine Learning Method Types
Table 13 Legacy Analytics Vs. Big Data Analytics
Table 14 Storage and Communications Equipment for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 15 Data Warehouses & Data Management for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 16 SQL and NoSQL Database Software for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 17 Data Analytics and Visualization Applications for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 18 Compute Engines for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 19 Professional Services for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 20 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market - 2015-2022
Table 21 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Vertical Market 2015, 2022
Table 22 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Vertical Market 2015-2022
Table 23 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Vertical Market 2015-2022
Table 24 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market 2015-2022
Table 25 Global Data Sources Used by Vertical Markets Ranked by Prevalence of Usage
Table 26 Vertical Markets Maturity Level as of 2016 and Maturity Forecast for 2017-2022
Table 27 Mission Critical Applications and Scope of Activity
Table 28 Government Intelligence Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 29 Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 30 DARPA Research, Development, Test and Evaluation Budget request for FY2016
Table 31 Defense/Military Intelligence Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 32 Financial Intelligence & Fraud Detection Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 33 Cyber Security Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 34 Border Control and Customs Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 35 Mass Transportation Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 36 Intelligence Fusion Center Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 37 Critical Infrastructure Security Vertical Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 38 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source - 2015-2022
Table 39 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Data Source 2015, 2022
Table 40 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Data Source 2015-2022
Table 41 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Data Source 2015-2022
Table 42 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Data Source 2015-2022
Table 43 Passive Data Sources
Table 44 Active Data Sources
Table 45 Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 46 Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 47 Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 48 Leading Social Media Platforms
Table 49 OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 50 Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 51 Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 52 Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 53 Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 54 Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 55 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2015-2022
Table 56 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Region 2015, 2022
Table 57 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Region 2015-2022
Table 58 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Region 2015-2022
Table 59 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2015-2022
Table 60 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Country 2015, 2022
Table 61 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Country 2015-2022
Table 62 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Country 2015-2022
Table 63 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Country 2015-2022
Table 64 R.o.W Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) by Region 2015-2022
Table 65 R.o.W Big Data and Data Analytics in Homeland Security and Public Safety Markets Annual Growth Rate (%) by Region 2015-2022
Table 66 USA Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 67 Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 68 UK Investment in Cross-Governmental Counter Terrrorism Capabilities
Table 69 UK Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 70 Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 71 France Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 72 Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 73 Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 74 Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 75 India Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 76 China Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 77 South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 78 Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 79 Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 80 Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 81 GCC Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 82 South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 83 Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 84 Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Table 85 Select Homeland Security and Public Safety Big Data Projects and Programs

Figures
Figure 1 Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 2 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2015-2022
Figure 3 The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) in 2016
Figure 4 The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) by 2022
Figure 5 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2015-2022
Figure 6 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Technology Sub-Market 2015-2022
Figure 7 Vertical Markets: Data Sources and Types of Threats
Figure 8 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market 2015-2022
Figure 9 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2015-2022
Figure 10 Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 11 Global Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 12 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2015-2022
Figure 13 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2015-2022
Figure 14 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2015-2022
Figure 15 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Technology Sub-Market 2015-2022
Figure 16 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market 2015-2022
Figure 17 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2015-2022
Figure 18 Global Big Data and Data Analytics in Homeland Security and Public Safety Markets Organogram
Figure 19 Global Risks 2016: A Regional Perceptive - Most Likely Global Risk
Figure 20 Global Risk of Highest Concern for Doing Business, by Country
Figure 21 Europe Major Terror Attacks - 2001 to March 2016
Figure 22 Major Drug Trafficking Routes and Major Gold Mining Areas in Latin America
Figure 23 Vertical Markets and Types of Threats They Encounter
Figure 24 Main Personal Data Sources for Homeland Security and Public Safety Big Data Projects
Figure 25 Big Data and Data Analytics in Homeland Security and Public Safety Market Organogram
Figure 26 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2015-2022
Figure 27 Global Big Data and Data Analytics Market in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology 2015-2022
Figure 28 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Technology Sub-Market 2015-2022
Figure 29 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Technology Sub-Market 2015-2022
Figure 30 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology Sub-Market 2015-2022
Figure 31 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology Sub-Market 2015-2022
Figure 32 Big Data Technology Platforms and Solutions Ecosystem
Figure 33 Big Data Collection and Analysis Flow Chart
Figure 34 Digital Vs. Analog Forms of Data
Figure 35 Data Exploration Vs. Machine Learning Model
Figure 36 Storage and Communications Equipment for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 37 Storage and Communications Equipment for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 38 Storage and Communications Equipment for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 39 Data Warehouses & Data Management for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 40 Data Warehouses & Data Management for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 41 Data Warehouses & Data Management for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 42 SQL and NoSQL Database Software for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 43 SQL and NoSQL Database Software for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 44 SQL and NoSQL Database Software for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 45 Data Analytics and Visualization Applications for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 46 Data Analytics and Visualization Applications for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 47 Data Analytics and Visualization Applications for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 48 Compute Engines for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 49 Compute Engines for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 50 Compute Engines for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 51 Professional Services for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 52 Professional Services for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 53 Professional Services for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 54 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market 2015-2022
Figure 55 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Vertical Market 2015-2022
Figure 56 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market 2015-2022
Figure 57 Vertical Markets Data Sources and Types of Threats
Figure 58 Government Intelligence Agencies Vertical Market Size ($M) - 2015-2022
Figure 59 Government Intelligence Agencies Vertical Market AGR (%) - 2015-2022
Figure 60 Government Intelligence Agencies Vertical Market Share (%) - 2015-2022
Figure 61 Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Size ($M) - 2015-2022
Figure 62 Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market AGR (%) - 2015-2022
Figure 63 Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Share (%) - 2015-2022
Figure 64 Defense/Military Intelligence Agencies Vertical Market Size ($M) - 2015-2022
Figure 65 Defense/Military Intelligence Agencies Vertical Market AGR (%) - 2015-2022
Figure 66 Defense/Military Intelligence Agencies Vertical Market Share (%) - 2015-2022
Figure 67 Financial Intelligence & Fraud Detection Agencies Vertical Market Size ($M) - 2015-2022
Figure 68 Financial Intelligence & Fraud Detection Agencies Vertical Market AGR (%) - 2015-2022
Figure 69 Financial Intelligence & Fraud Detection Agencies Vertical Market Share (%) - 2015-2022
Figure 70 Cyber Security Agencies Vertical Market Size ($M) - 2015-2022
Figure 71 Cyber Security Agencies Vertical Market AGR (%) - 2015-2022
Figure 72 Cyber Security Agencies Vertical Market Share (%) - 2015-2022
Figure 73 Projected International Tourist Arrivals Worldwide from 1995 to 2030, by Region in Millions
Figure 74 Social Media and Communication Modes Between Smugglers and Migrants
Figure 75 Border Control and Customs Agencies Vertical Market Size ($M) - 2015-2022
Figure 76 Border Control and Customs Agencies Vertical Market AGR (%) - 2015-2022
Figure 77 Border Control and Customs Agencies Vertical Market Share (%) - 2015-2022
Figure 78 Mass Transportation Vertical Market Size ($M) - 2015-2022
Figure 79 Mass Transportation Vertical Market AGR (%) - 2015-2022
Figure 80 Mass Transportation Vertical Market Share (%) - 2015-2022
Figure 81 Intelligence Fusion Center Vertical Market Size ($M) - 2015-2022
Figure 82 Intelligence Fusion Center Vertical Market AGR (%) - 2015-2022
Figure 83 Intelligence Fusion Center Vertical Market Share (%) - 2015-2022
Figure 84 Number of cyber attacks in 2015 on Critical Infrastructure
Figure 85 Critical Infrastructure Security Vertical Market Size ($M) - 2015-2022
Figure 86 Critical Infrastructure Security Vertical Market AGR (%) - 2015-2022
Figure 87 Critical Infrastructure Security Vertical Market Share (%) - 2015-2022
Figure 88 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2015-2022
Figure 89 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Data Source 2015-2022
Figure 90 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Data Source 2015-2022
Figure 91 Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 92 Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 93 Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 94 Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 95 Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 96 Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 97 Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 98 Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 99 Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 100 Global Internet and Social Media Users
Figure 101 OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 102 OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 103 OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 104 Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 105 Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 106 Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 107 Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 108 Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 109 Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 110 Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 111 Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 112 Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 113 Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 114 Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 115 Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 116 Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 117 Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 118 Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 119 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2015-2022
Figure 120 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Region 2015-2022
Figure 121 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Region 2015-2022
Figure 122 Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2015-2022
Figure 123 Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Country 2015-2022
Figure 124 Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Country 2015-2022
Figure 125 The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) in 2016
Figure 126 The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) by 2022
Figure 127 The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets by CAGR (%), 2015-2022
Figure 128 R.o.W Big Data and Data Analytics in Homeland Security and Public Safety Markets CAGR (%) by Region 2015-2022
Figure 129 U.S Federal Homeland Security Infrastructure Diagram
Figure 130 U.S Department of Homeland Security Organizational Structure
Figure 131 U.S Intelligence Community Budget (2010-2017, B$)
Figure 132 USA Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 133 USA Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 134 USA Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 135 Canada Homeland Security & Public Safety Agencies Organogram
Figure 136 Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 137 Canada Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 138 Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 139 UK Homeland Security & Public Safety Agencies Organogram
Figure 140 UK Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 141 UK Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 142 UK Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 143 German Homeland Security & Public Safety Agencies Organogram
Figure 144 Strategische Initiative Technik Budget 2014 - 2020 (M€)
Figure 145 Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 146 Germany Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 147 Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 148 France Counter Terror & Public Safety Agencies Organogram
Figure 149 France Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 150 France Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 151 France Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 152 Italy Homeland Security & Public Safety Agencies Organogram
Figure 153 Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($B) - 2015-2022
Figure 154 Italy Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 155 Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 156 Spain Homeland Security & Public Safety Agencies Organogram
Figure 157 Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 158 Spain Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 159 Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 160 Australia Homeland Security & Public Safety Agencies Organogram
Figure 161 Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 162 Australia Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 163 Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 164 India Homeland Security & Public Safety Agencies Organogram
Figure 165 India Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 166 India Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 167 India Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 168 China Homeland Security & Public Safety Agencies Organogram
Figure 169 China Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 170 China Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 171 China Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 172 South Korea Homeland Security & Public Safety Agencies Organogram
Figure 173 South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 174 South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 175 South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 176 Japan Homeland Security & Public Safety Agencies Organogram
Figure 177 Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 178 Japan Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 179 Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 180 Brazil Major Homeland Security and Public Safety Organizations
Figure 181 Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Figure 182 Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 183 Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 184 Mexico Homeland Security and Public Safety Agencies Organogram
Figure 185 Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 186 Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 187 Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 188 Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2015-2022
Figure 189 Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 190 Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 191 Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 192 Saudi Arabia Government Security Organogram
Figure 193 UAE Homeland Security & Public Safety Agencies Organogram
Figure 194 GCC Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 195 GCC Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 196 South Africa State Security Agency Organogram
Figure 197 South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 198 South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 199 South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 200 Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 201 Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 202 Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
Figure 203 Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2015-2022
Figure 204 Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2015-2022
Figure 205 Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2015-2022
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