NEWS: 公告在東京證券交易所JASDAQ標準市場新上市

表紙
市場調查報告書

國家安全和執法機構的大數據和數據分析市場:2020-2026年

Big Data & Data Analytics Market in National Security & Law Enforcement 2020-2026: Forecast to Grow at a 2019-2026 CAGR of 11.62%, Reaching $17.29 by 2026

出版商 Homeland Security Research Corporation (HSRC) 商品編碼 979663
出版日期 內容資訊 英文 437 Pages; 270 Tables & Figures
商品交期: 最快1-2個工作天內
價格
國家安全和執法機構的大數據和數據分析市場:2020-2026年 Big Data & Data Analytics Market in National Security & Law Enforcement 2020-2026: Forecast to Grow at a 2019-2026 CAGR of 11.62%, Reaching $17.29 by 2026
出版日期: 2021年01月13日內容資訊: 英文 437 Pages; 270 Tables & Figures
簡介

到2026年,大數據和數據分析市場中用於土地安全和執法的行業收入將達到172.7億美元,預計2019-2026年的複合年增長率將增長11.62%。

本報告針對國家安全和公共安全,市場規模,相關趨勢,二級市場預測,數據來源,領先行業,市場推動者和障礙,對全球大數據和數據分析市場進行了調查和分析。我們提供有關此類事情的系統信息。

目錄

第1章執行摘要

第2章針對國家安全和公共安全的大數據和數據分析市場的背景和評估

  • 大數據數據分析市場的背景
  • 土地安全,國家安全,執法機構,公共安全機構
  • 大數據/國家安全/公共安全數據分析市場的組織結構圖
  • Palantir的IPO分析
  • 大數據/數據分析市場:促進要因/阻礙要因

第3章全球安全問題和評估

  • 全球安全問題
  • 世界風險:區域意識

第4章COVID-19大流行的背景和評估

  • COVID-19和大數據分析
  • 對北美COVID-19的評估
  • 歐洲對COVID-19的評估
  • 對拉丁美洲的COVID-19的評估
  • 對亞太地區COVID-19的評估
  • 對中東和非洲的COVID-19的評估

第5章與大數據數據分析技術相關的促成因素和抑制因素

  • 數據快速增長
  • 隱私問題和擔憂
  • 數據共享和數據所有權
  • 分析活動
  • 雲端計算技術
  • 美國聯邦採購系統(1994年)

第6章:全球用於土地安全/公共安全的大數據/數據分析市場:按技術市場

  • 綜合市場
  • 市場分析
  • 市場動態
  • 市場細分
  • 大數據數據分析技術的背景
  • 大數據收集和分析過程
  • 收集和記錄數據源
  • 創建數位/模擬數據
  • 機器學習
  • 舊版分析與大數據分析
  • 儲存/通訊設備
  • 數據倉庫數據管理
  • SQL(結構化)-NoSQL(非結構化)數據庫軟件
  • 數據分析/可視化應用程序
  • 計算引擎
  • 專業服務

第7章:用於國家土地安全/公共安全的大數據/數據分析市場:按行業劃分

  • 綜合市場
  • 市場分析
  • 市場動態
  • 市場細分
  • 行業市場背景
  • 政府情報機構
  • 警察/執法機構/第一響應者
  • 國防/軍事情報
  • 金融情報/欺詐檢測
  • 網絡安全機構
  • 邊境管制/海關
  • 大眾運輸(空運,輪船/陸運)
  • 情報融合中心
  • 關鍵基礎設施安全

第8章:世界上用於土地安全/公共安全的大數據/數據分析市場:按數據源

  • 綜合市場
  • 市場分析
  • 市場動態
  • 細目分類
  • 數據源類型背景
  • 通信(包括GPS)
  • 影像流
  • 網絡安全相關數據
  • OSINT(社交媒體/網絡)
  • 政府數據庫
  • 財務數據
  • 海關/邊境相關來源
  • 地理空間
  • 車輛數據

第9章全球用於土地安全/公共安全的大數據/數據分析市場:按地區劃分

第10章土地安全和公共安全大數據的主要項目和計劃

第11章世界上用於土地安全/公共安全的大數據/數據分析市場:按國家

第12章美國土地安全和公共安全的大數據和數據分析市場

第13章加拿大的土地安全和公共安全大數據和數據分析市場

第14章用於英國國家安全和公共安全的大數據和數據分析市場

第15章用於德國土地安全和公共安全的大數據和數據分析市場

第16章法國用於土地安全和公共安全的大數據和數據分析市場

第17章用於意大利土地安全和公共安全的大數據和數據分析市場

第18章西班牙土地安全和公共安全的大數據和數據分析市場

第19章澳大利亞土地安全和公共安全的大數據和數據分析市場

第20章印度的土地安全和公共安全大數據和數據分析市場

第21章中國土地安全和公共安全的大數據和數據分析市場

第22章用於韓國土地安全和公共安全的大數據和數據分析市場

第23章日本的土地安全/公共安全大數據/數據分析市場

第24章用於巴西土地安全和公共安全的大數據和數據分析市場

第25章墨西哥國土安全和公共安全的大數據和數據分析市場

第26章哥倫比亞土地安全和公共安全的大數據和數據分析市場

第27章GCC的土地安全和公共安全大數據和數據分析市場

第28章南非土地安全和公共安全的大數據和數據分析市場

第29章尼日利亞土地安全和公共安全的大數據和數據分析市場

第30章肯尼亞土地安全和公共安全的大數據和數據分析市場

第31章主要供應商

  • 存儲/數據倉庫
    • Teradata
    • Oracle
    • Microsoft
    • Dell
    • Cisco Systems
    • Hadoop Systems
  • 計算
    • Amazon Web Services
    • Google Compute Engine
  • SQL(結構化)-NoSQL(非結構化)數據庫軟件
    • SAP
    • Redis Labs
    • MongoDB
  • 數據分析
    • Palantir
    • Atos
    • SAIC
    • Splunk
    • ManTech International Corp
    • IBM
    • Govini
    • Hewlett Packard Enterprise (HPE)
    • Thales
    • Pyramid
    • SAS
    • Hitachi Vantara (formaly Hitachi Data Systems)
    • Siren
    • BAE Systems Applied Intelligence (formerly Detica)
    • Altamira
    • Actian
    • Ironbrick, Ltd
    • Raytheon
    • RipJar
    • Visallo
    • Nuix
    • PredPol
    • Forensic Logic
    • Numerica
    • PENLINK
    • LexisNexis
  • 數據可視化
    • Tableau Software
    • SemanticAI
    • DataWalk
    • TIBCO Software
    • QlikView
    • MicroStrategy
  • 服務
    • Accenture
    • PwC
    • Deloitte

第32章附錄

第33章調查方法

第34章免責聲明和版權

目錄

"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.

Big Data and Data Analytics in Homeland Security, National Security &
Public Safety Market Share (%) by Vertical Market 2019-2026

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

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

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:

  • 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 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, 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
  • 5. Data Visualization - Tableau Software, TIBCO Software, QlikView, MicroStrategy, SemanticAI
  • 6. Professional Services - Accenture, PwC, Deloitte

Homeland Security & Public Safety Main Data Sources for Intelligence

Big data analytics techniques are well-suited for tracking and controlling the spread of COVID-19 around the world. Homeland Security and Intelligence agencies are taking part in the fight to mitigate COVID-19 and are utilizing big data analytics to do so. Geo-location and other mobile phone tracking technologies are only of some of the big data technologies that are being used globally by these agencies as part of a larger strategy of people tracking & tracing to mitigate the pandemic.

According to our analysis, there are four different approaches or levels of surveillance that governments have chosen to implement, while using personal data at different levels to keep track of their citizens. In most countries, homeland security & public safety agencies are taking part in these operations.

Singapore - using Bluetooth technology

The "TraceTogether" app, which needs to be downloaded by the citizens, uses Bluetooth to track nearby phones (without location tracking), keeps local logs of those contacts, and only uploads them to the Ministry of Health when the user chooses/consents, presumably after a diagnosis, so those contacts can be alerted. Moreover, Singapore plans to open-source the app and has mentioned that they won't save personal data for an extended period of time (most likely over 14 days). It should be mentioned that the UK government is developing a similar app for their use.

Germany - using mobile network data

The cellular carrier Deutsche Telekom has shared location data with the government to analyze trends and big data insight, not specific movements. In general, data from cell phone carriers was used in an aggregated, anonymized format to make sure no privacy issues were broken.

South Korea - using Geo-location data

Using Geo-locating data, the government texts people to let them know if they were in the vicinity of a diagnosed individual. The information conveyed can include the person's age, gender, and detailed location history.

China - using Geo-location data along with additional mass surveillance technologies

The surveillance mechanisms are the most pervasive and draconian. In addition to the use of their mass video surveillance (CCTV) systems, the government also utilizes the widespread apps Alipay and WeChat. These apps now include health codes - green, yellow, or red - set by the Chinese government. This health status is then used in hundreds of cities (and soon nationwide) to determine whether people are allowed to ride the subway, take a train, enter a building, or even exit a highway.

Table of Contents

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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-

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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-
  • 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-

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-

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-

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-

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-

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-

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
  • 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-

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-

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-

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
  • 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-

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-

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-

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
  • 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-

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-
    • 22.4.1 Market Size - Assessment and Forecast - 2019-2026
    • 22.4.2 Market Dynamics 2019-2026
    • 22.4.3 Market Breakdown 2019-

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-

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-

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-

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-
    • 26.4.1 Market Size - Assessment and Forecast - 2019-2026
    • 26.4.2 Market Dynamics 2019-2026
    • 26.4.3 Market Breakdown 2019-

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
  • 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-

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-
    • 28.4.1 Market Size - Assessment and Forecast - 2019-2026
    • 28.4.2 Market Dynamics 2019-2026
    • 28.4.3 Market Breakdown 2019-

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-

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-

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

List of Tables

  • Table 1 - Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 2 - Top 5 Risks of Doing Business in North America
  • Table 3 - Top 5 Risks to Doing Business in Europe
  • Table 4 - Top 5 Risks to Doing Business in South Asia
  • Table 5 - Top 5 Risks to Doing Business in East Asia Pacific
  • Table 6 - Top 5 Risks to Doing Business in Middle East and North Africa
  • Table 7 - Top 5 Risks to Doing Business in Sub-Saharan Africa
  • Table 8 - Top 5 Risks to Doing Business in Latin America and the Caribbean
  • Table 9 - Cloud Computing Initiatives in Select Countries
  • Table 10 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology - 2019-2026
  • Table 11 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety ($M) and Compound Annual Growth Rate (%) by Technology Market 2019, 2026
  • Table 12 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Annual Growth Rate (%) by Technology 2019-2026
  • Table 13 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market Share (%) by Technology 2019-2026
  • Table 14 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology Market 2019-2026
  • Table 15 - Machine Learning Method Types
  • Table 16 - Legacy Analytics Vs. Big Data Analytics
  • Table 17 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market - 2019-2026
  • Table 18 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Vertical Market 2019, 2026
  • Table 19 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Vertical Market 2019-2026
  • Table 20 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Vertical Market 2019-
  • Table 21 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market 2019-2026
  • Table 22 - Global Data Sources Used by Vertical Markets Ranked by Prevalence of Usage
  • Table 23 - Vertical Markets Maturity Level as of 2020 and Maturity Forecast for 2021-2026
  • Table 24 - Mission Critical Applications and Scope of Activity
  • Table 25 - Government Intelligence Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 26 - Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 27 - DARPA Research, Development, Test and Evaluation Budget request for FY2019-FY2020
  • Table 28 - Defense/Military Intelligence Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 29 - Cyber Security Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 30 - Border Control and Customs Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 31 - Mass Transportation Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 32 - Intelligence Fusion Center Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 33 - Critical Infrastructure Security Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 34 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source - 2019-2026
  • Table 35 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Data Source 2019, 2026
  • Table 36 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Data Source 2019-2026
  • Table 37 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Data Source 2019-2026
  • Table 38 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Data Source 2019-2026
  • Table 39 - Passive Data Sources
  • Table 40 - Active Data Sources
  • Table 41 - Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 42 - Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 43 - Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 44 - Leading Social Media Platforms
  • Table 45 - OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 47 - Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 47 - Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 48 - Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 49 - Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 50 - Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 51 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2019-2026
  • Table 52 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Region 2019, 2026
  • Table 53 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Region 2019-2026
  • Table 54 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Region 2019-2026
  • Table 55 - Select Homeland Security and Public Safety Big Data Projects and Programs 2018 - 2020
  • Table 56 - Select Homeland Security and Public Safety Big Data Projects and Programs 2014 - 2017
  • Table 57 - European Defense Industrial Develpment Program Categories
  • Table 58 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2019-
  • Table 59 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) and Compound Annual Growth Rate (%) by Country 2019, 2026
  • Table 60 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Annual Growth Rate (%) by Country 2019-2026
  • Table 61 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Country 2019-2026
  • Table 62 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) by Country 2019-
  • Table 63 - R.o.W. Big Data and Data Analytics in Homeland Security and Public Safety Markets Annual Growth Rate (%) by Region 2019-2026
  • Table 65 - Top 5 Procurement Programs in FY2021
  • Table 66 - Top 5 RDT&E Programs in FY2021
  • Table 67 - USA Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 68 - Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 69 - UK Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 70 - Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 70 - France Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 71 - Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 72 - Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 73 - Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 74 - India Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 75 - China Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 76 - South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 77 - Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 78 - Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 79 - Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 80 - GCC Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 81- South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 82 - Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 83 - Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Table 84 - UK Investment in Cross-Governmental Counter Terrrorism Capabilities

List of Figures

  • Figure 1 - Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 2 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2019-2026
  • Figure 3 - The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) in 2019
  • Figure 4 - The 7 Leading Big Data and Data Analytics in Homeland Security and Public Safety Markets ($M) by
  • Figure 5 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2015-2022
  • Figure 6 - Vertical Markets: Data Sources and Types of Threats
  • Figure 7 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market 2019-2026
  • Figure 8 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2019-2026
  • Figure 9 - Global Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 10 - Global Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 11 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2019-2026
  • Figure 12 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2019-
  • Figure 13 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2019-2026
  • Figure 14 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical 2019-2026
  • Figure 15 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2019-2026
  • Figure 16 - Vertical Markets and Types of Threats they Encounter
  • Figure 17 - Global Big Data and Data Analytics in Homeland Security and Public Safety Markets Organogram
  • Figure 18 - Palantir Government Segment Revenues ($M)
  • Figure 19 - Palantir Revenues from US Army 2008 - H1 2020
  • Figure 20 - Global Risks Landscape 2020
  • Figure 21- Top Global Risks by Impact and Likelihood
  • Figure 22- The Global Risks Interconnections Map 2020
  • Figure 23- The Global Risks-Trends Interconnections Map 2019
  • Figure 24- Global Risks 2020: A Regional Perceptive - Most Likely Global Risk
  • Figure 25 - Major Drug Trafficking Routes and Major Gold Mining Areas in Latin America
  • Figure 26 - Main Personal Data Sources for Homeland Security and Public Safety Big Data Projects
  • Figure 27 - Concerns When Applying Cloud Computing Technologies
  • Figure 28 - Cloud Migration - Crime Analytics Vs. RMS/CAD
  • Figure 29 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market ($M) by Technology 2019-2026
  • Figure 30 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Market Share (%) by Technology 2019-2026
  • Figure 31 - Global Big Data and Data Analytics Market in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Technology 2019-2026
  • 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 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Vertical Market 2019-2026
  • Figure 37 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Vertical Market 2019-
  • Figure 38 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Vertical Market 2019-2026
  • Figure 39 - Vertical Markets Data Sources and Types of Threats
  • Figure 40 - Government Intelligence Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 41 - Government Intelligence Agencies Vertical Market AGR (%) - 2019-2026
  • Figure 42 - Government Intelligence Agencies Vertical Market Share (%) - 2019-2026
  • Figure 43 - Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 44 - Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market AGR (%) - 2019-2026
  • Figure 45 - Police Forces, Law Enforcement and 1st Responders Agencies Vertical Market Share (%) - 2019-2026
  • Figure 46 - Defense/Military Intelligence Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 47 - Defense/Military Intelligence Agencies Vertical Market AGR (%) - 2019-2026
  • Figure 48 - Defense/Military Intelligence Agencies Vertical Market Share (%) - 2019-2026
  • Figure 49 - Financial Intelligence & Fraud Detection Agencies Vertical Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Figure 50 - Financial Intelligence & Fraud Detection Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 51 - Financial Intelligence & Fraud Detection Agencies Vertical Market AGR (%) - 2019-2026
  • Figure 52 - Financial Intelligence & Fraud Detection Agencies Vertical Market Share (%) - 2019-2026
  • Figure 53 - Cyber Security Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 54 - Cyber Security Agencies Vertical Market AGR (%) - 2019-
  • Figure 55 - Cyber Security Agencies Vertical Market Share (%) - 2019-2026
  • Figure 56 - Worldwide Revenue Passenger Kilometers (RPKs) Flown Annually
  • Figure 57 - Social Media and Communication Modes Between Smugglers and Migrants
  • Figure 58 - Border Control and Customs Agencies Vertical Market Size ($M) - 2019-2026
  • Figure 59 - Border Control and Customs Agencies Vertical Market AGR (%) - 2019-2026
  • Figure 60 - Border Control and Customs Agencies Vertical Market Share (%) - 2019-2026
  • Figure 61 - Mass Transportation Vertical Market Size ($M) - 2019-2026
  • Figure 62 - Mass Transportation Vertical Market AGR (%) - 2019-2026
  • Figure 63 - Mass Transportation Vertical Market Share (%) - 2019-2026
  • Figure 64 - Intelligence Fusion Center Vertical Market Size ($M) - 2019-2026
  • Figure 65 - Intelligence Fusion Center Vertical Market AGR (%) - 2019-2026
  • Figure 66 - Intelligence Fusion Center Vertical Market Share (%) - 2019-2026
  • Figure 67 - Number of Cyber-Attacks in 2015 on U.S. Critical Infrastructure
  • Figure 68 - Critical Infrastructure Security Vertical Market Size ($M) - 2019-2026
  • Figure 69 - Critical Infrastructure Security Vertical Market AGR (%) - 2019-2026
  • Figure 70 - Critical Infrastructure Security Vertical Market Share (%) - 2019-2026
  • Figure 71 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Data Source 2019-2026
  • Figure 72 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Data Source 2019-2026
  • Figure 73 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Data Source 2019-2026
  • Figure 74 - Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 75 - Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 76 - Communications (including GPS) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 77 - Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 78 - Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 79 - Video Stream Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 80 - Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 81 - Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 82 - Cyber Security Related Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 83 - OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 84 - OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 85 - OSINT (social media and web) Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 86 - Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 87 - Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 88 - Government DBs Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 89 - Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 90 - Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 91 - Financial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 92 - Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 93 - Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 94 - Customs and Border Control Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 95 - Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 96 - Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 97 - Geospatial Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 98 - Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 99 - Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 100 - Vehicle Data Source for Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 101 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Region 2019-2026
  • Figure 102 - Global Big Data and Data Analytics in Homeland Security and Public Safety Cumulative Market ($M) and Cumulative Market Share (%) by Region 2019-2026
  • Figure 103 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Region 2019-2026
  • Figure 104 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market ($M) by Country 2019-
  • Figure 105 - Global Big Data and Data Analytics in Homeland Security and Public Safety Market Share (%) by Country 2019-2026
  • Figure 106 - Global Big Data & Data Analytics in Homeland Security & Public Safety Cumulative Market ($M) & Cumulative Market Share (%) by Country 2019-2026
  • Figure 107 - R.o.W Big Data and Data Analytics in Homeland Security and Public Safety Markets CAGR (%) by Region 2019-2026
  • Figure 108 - DoD Data Strategy Framework
  • Figure 109 - Procurement and RDT&E Budgets for DoD Programs with Big Data Work, FY 2019-2021
  • Figure 110 - USA Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 111 - USA Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 112 - USA Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 113 - Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 114 - Canada Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 115 - Canada Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 116 - UK Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 117 - UK Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 118 - UK Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 119 - Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 120 - Germany Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 121 - Germany Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 122 - France Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 123 - France Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 124 - France Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 125 - Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($B) - 2019-2026
  • Figure 126 - Italy Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 127 - Italy Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 128 - Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 129 - Spain Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 130 - Spain Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 131 - Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 132 - Australia Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 133 - Australia Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 134 - India Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 135 - India Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 136 - India Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 137 - China Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 138 - China Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 139 - China Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 140 - South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 141 - South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 142 - South Korea Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 143 - Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 144 - Japan Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 145 - Japan Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 146 - Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 147 - Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 148 - Brazil Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 149 - Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 150 - Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 151 - Mexico Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 152 - Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) and Annual Growth Rates (%) - 2019-2026
  • Figure 153 - Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 154 - Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 155 - Colombia Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 156 - GCC Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 157 - GCC Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 158 - GCC Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 159 - South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 160 - South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 161 - South Africa Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 162 - Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 163 - Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 164 - Nigeria Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 165 - Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Size ($M) - 2019-2026
  • Figure 166 - Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market AGR (%) - 2019-2026
  • Figure 167 - Kenya Big Data and Data Analytics, Homeland Security and Public Safety Market Share (%) - 2019-2026
  • Figure 168 - U.S. Federal Homeland Security Organogram
  • Figure 169 - U.S. Intelligence Community Budget (B$)
  • Figure 170 -Canada Homeland Security & Public Safety Agencies Organogram
  • Figure 171 - UK Homeland Security & Public Safety Agencies Organogram
  • Figure 172 - German Homeland Security & Public Safety Agencies Organogram
  • Figure 173 - Strategische Initiative Technik Budget 2014 - 2020 (M€)
  • Figure 174 - France Counter Terror & Public Safety Agencies Organogram
  • Figure 175 - Italy Homeland Security & Public Safety Agencies Organogram
  • Figure 176 - Spain Homeland Security & Public Safety Agencies Organogram
  • Figure 177 - Australia Homeland Security & Public Safety Agencies Organogram
  • Figure 178 - India Homeland Security & Public Safety Agencies Organogram
  • Figure 179 - China Homeland Security & Public Safety Agencies Organogram
  • Figure 180 - South Korea Homeland Security & Public Safety Agencies Organogram
  • Figure 181 - Japan Homeland Security & Public Safety Agencies Organogram
  • Figure 182 - Brazil Major Homeland Security and Public Safety Organizations
  • Figure 183 - Mexico Homeland Security and Public Safety Agencies Organogram
  • Figure 184 - Saudi Arabia Government Security Organogram
  • Figure 185 - UAE Homeland Security & Public Safety Agencies Organogram
  • Figure 186 - South Africa State Security Agency Organogram