Advanced Predictive Analytics Software Market Size and Forecasts (2021 - 2031), Global and Regional Share, Trends, and Growth Opportunity Analysis
Advanced Predictive Analytics (APA) software includes data mining, statistical, forecasting, and text analytics. This involves the use of a variety of methods to build, test, and execute statistical models. Regression, survival analysis, categorical data analysis, multivariate analysis, psychometric analysis, and cluster analysis are techniques that the software uses.
MARKET DYNAMICS
APA software interacts quickly and intuitively with user data, using dynamic charts and graphs to understand key relationships between different segments. A few of the significant factors driving this market's growth are the ability of advanced and predictive analytics software to perform granular data analysis and provide more in-depth data knowledge.
MARKET SCOPE
The "Global Advanced Predictive Analytics Software Market Analysis to 2031" is a specialized and in-depth study of the technology, media and telecommunication industry with a special focus on the global market trend analysis. The advanced predictive analytics software market report aims to provide an overview of the advanced predictive analytics software market with detailed market segmentation by type, application, and geography. The global advanced predictive analytics software market is expected to witness high growth during the forecast period. The report provides key statistics on the market status of the leading advanced predictive analytics software market players and offers key trends and opportunities in the market.
MARKET SEGMENTATION
The global advanced predictive analytics software market is segmented on the basis of type and application. Based on type, the advanced predictive analytics software market is segmented into: Data Mining, Statistical, Testing Analytics, and Others. On the basis of application, the market is segmented into: BFSI, Pharmaceuticals, Transportation and Logistics, Telecom and IT, Retail, and Others.
REGIONAL FRAMEWORK
The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global advanced predictive analytics software market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The advanced predictive analytics software market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the advanced predictive analytics software market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South & Central America after evaluating political, economic, social and technological factors affecting the advanced predictive analytics software market in these regions.
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The report provides a detailed overview of the industry including both qualitative and quantitative information. It provides an overview and forecast of the global advanced predictive analytics software market based on various segments. It also provides market size and forecast estimates from the year 2021 to 2031 with respect to five major regions, namely; North America, Europe, Asia-Pacific (APAC), Middle East and Africa (MEA) and South & Central America. The advanced predictive analytics software market by each region is later sub-segmented by respective countries and segments. The report covers the analysis and forecast of 18 countries globally along with the current trend and opportunities prevailing in the region.
The report analyzes factors affecting the advanced predictive analytics software market from both demand and supply side and further evaluates market dynamics affecting the market during the forecast period i.e., drivers, restraints, opportunities, and future trend. The report also provides exhaustive PEST analysis for all five regions namely; North America, Europe, APAC, MEA, and South & Central America after evaluating political, economic, social and technological factors affecting the advanced predictive analytics software market in these regions.
MARKET PLAYERS
The reports cover key developments in the advanced predictive analytics software market as organic and inorganic growth strategies. Various companies are focusing on organic growth strategies such as product launches, product approvals and others such as patents and events. Inorganic growth strategies activities witnessed in the market were acquisitions, and partnership & collaborations. These activities have paved way for the expansion of business and customer base of market players. The market players from advanced predictive analytics software market are anticipated to lucrative growth opportunities in the future with the rising demand for filter products in the global market. Below mentioned is the list of few companies engaged in the advanced predictive analytics software market.
The report also includes the profiles of key companies along with their SWOT analysis and market strategies in the advanced predictive analytics software market. In addition, the report focuses on leading industry players with information such as company profiles, components, and services offered, financial information of the last 3 years, the key development in the past five years.
- Acxiom LLC
- FICO
- IBM
- Microsoft Corporation
- Oracle Corporation
- SAP AG
- SAS Institute, Inc.
- TABLEAU SOFTWARE, LLC, A SALESFORCE COMPANY.
- Teradata Corporation
- TIBCO Software, Inc. (Vista Equity Partners)
The Insight Partner's dedicated research and analysis team consist of experienced professionals with advanced statistical expertise and offer various customization options in the existing study.
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends
Segment Covered
This text is related
to segments covered.
Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America
Country Scope
This text is related
to country scope.
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Advanced Predictive Analytics Software Market - By Type
1.3.2 Advanced Predictive Analytics Software Market - By Application
1.3.3 Advanced Predictive Analytics Software Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PORTER'S FIVE FORCES ANALYSIS
4.2.1 Bargaining Power of Buyers
4.2.1 Bargaining Power of Suppliers
4.2.1 Threat of Substitute
4.2.1 Threat of New Entrants
4.2.1 Competitive Rivalry
4.3. ECOSYSTEM ANALYSIS
4.4. EXPERT OPINIONS
5. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS AND RESTRAINTS
6. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET - GLOBAL MARKET ANALYSIS
6.1. ADVANCED PREDICTIVE ANALYTICS SOFTWARE - GLOBAL MARKET OVERVIEW
6.2. ADVANCED PREDICTIVE ANALYTICS SOFTWARE - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET - REVENUE AND FORECASTS TO 2028 - TYPE
7.1. OVERVIEW
7.2. TYPE MARKET FORECASTS AND ANALYSIS
7.3. DATA MINING
7.3.1. Overview
7.3.2. Data Mining Market Forecast and Analysis
7.4. STATISTICAL
7.4.1. Overview
7.4.2. Statistical Market Forecast and Analysis
7.5. TESTING ANALYTICS
7.5.1. Overview
7.5.2. Testing Analytics Market Forecast and Analysis
7.6. OTHERS
7.6.1. Overview
7.6.2. Others Market Forecast and Analysis
8. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
8.1. OVERVIEW
8.2. APPLICATION MARKET FORECASTS AND ANALYSIS
8.3. BFSI
8.3.1. Overview
8.3.2. BFSI Market Forecast and Analysis
8.4. PHARMACEUTICALS
8.4.1. Overview
8.4.2. Pharmaceuticals Market Forecast and Analysis
8.5. TRANSPORTATION AND LOGISTICS
8.5.1. Overview
8.5.2. Transportation and Logistics Market Forecast and Analysis
8.6. TELECOM AND IT
8.6.1. Overview
8.6.2. Telecom and IT Market Forecast and Analysis
8.7. RETAIL
8.7.1. Overview
8.7.2. Retail Market Forecast and Analysis
8.8. OTHERS
8.8.1. Overview
8.8.2. Others Market Forecast and Analysis
9. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Advanced Predictive Analytics Software Market Overview
9.1.2 North America Advanced Predictive Analytics Software Market Forecasts and Analysis
9.1.3 North America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Type
9.1.4 North America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Application
9.1.5 North America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Countries
9.1.5.1 United States Advanced Predictive Analytics Software Market
9.1.5.1.1 United States Advanced Predictive Analytics Software Market by Type
9.1.5.1.2 United States Advanced Predictive Analytics Software Market by Application
9.1.5.2 Canada Advanced Predictive Analytics Software Market
9.1.5.2.1 Canada Advanced Predictive Analytics Software Market by Type
9.1.5.2.2 Canada Advanced Predictive Analytics Software Market by Application
9.1.5.3 Mexico Advanced Predictive Analytics Software Market
9.1.5.3.1 Mexico Advanced Predictive Analytics Software Market by Type
9.1.5.3.2 Mexico Advanced Predictive Analytics Software Market by Application
9.2. EUROPE
9.2.1 Europe Advanced Predictive Analytics Software Market Overview
9.2.2 Europe Advanced Predictive Analytics Software Market Forecasts and Analysis
9.2.3 Europe Advanced Predictive Analytics Software Market Forecasts and Analysis - By Type
9.2.4 Europe Advanced Predictive Analytics Software Market Forecasts and Analysis - By Application
9.2.5 Europe Advanced Predictive Analytics Software Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Advanced Predictive Analytics Software Market
9.2.5.1.1 Germany Advanced Predictive Analytics Software Market by Type
9.2.5.1.2 Germany Advanced Predictive Analytics Software Market by Application
9.2.5.2 France Advanced Predictive Analytics Software Market
9.2.5.2.1 France Advanced Predictive Analytics Software Market by Type
9.2.5.2.2 France Advanced Predictive Analytics Software Market by Application
9.2.5.3 Italy Advanced Predictive Analytics Software Market
9.2.5.3.1 Italy Advanced Predictive Analytics Software Market by Type
9.2.5.3.2 Italy Advanced Predictive Analytics Software Market by Application
9.2.5.4 United Kingdom Advanced Predictive Analytics Software Market
9.2.5.4.1 United Kingdom Advanced Predictive Analytics Software Market by Type
9.2.5.4.2 United Kingdom Advanced Predictive Analytics Software Market by Application
9.2.5.5 Russia Advanced Predictive Analytics Software Market
9.2.5.5.1 Russia Advanced Predictive Analytics Software Market by Type
9.2.5.5.2 Russia Advanced Predictive Analytics Software Market by Application
9.2.5.6 Rest of Europe Advanced Predictive Analytics Software Market
9.2.5.6.1 Rest of Europe Advanced Predictive Analytics Software Market by Type
9.2.5.6.2 Rest of Europe Advanced Predictive Analytics Software Market by Application
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Advanced Predictive Analytics Software Market Overview
9.3.2 Asia-Pacific Advanced Predictive Analytics Software Market Forecasts and Analysis
9.3.3 Asia-Pacific Advanced Predictive Analytics Software Market Forecasts and Analysis - By Type
9.3.4 Asia-Pacific Advanced Predictive Analytics Software Market Forecasts and Analysis - By Application
9.3.5 Asia-Pacific Advanced Predictive Analytics Software Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Advanced Predictive Analytics Software Market
9.3.5.1.1 Australia Advanced Predictive Analytics Software Market by Type
9.3.5.1.2 Australia Advanced Predictive Analytics Software Market by Application
9.3.5.2 China Advanced Predictive Analytics Software Market
9.3.5.2.1 China Advanced Predictive Analytics Software Market by Type
9.3.5.2.2 China Advanced Predictive Analytics Software Market by Application
9.3.5.3 India Advanced Predictive Analytics Software Market
9.3.5.3.1 India Advanced Predictive Analytics Software Market by Type
9.3.5.3.2 India Advanced Predictive Analytics Software Market by Application
9.3.5.4 Japan Advanced Predictive Analytics Software Market
9.3.5.4.1 Japan Advanced Predictive Analytics Software Market by Type
9.3.5.4.2 Japan Advanced Predictive Analytics Software Market by Application
9.3.5.5 South Korea Advanced Predictive Analytics Software Market
9.3.5.5.1 South Korea Advanced Predictive Analytics Software Market by Type
9.3.5.5.2 South Korea Advanced Predictive Analytics Software Market by Application
9.3.5.6 Rest of Asia-Pacific Advanced Predictive Analytics Software Market
9.3.5.6.1 Rest of Asia-Pacific Advanced Predictive Analytics Software Market by Type
9.3.5.6.2 Rest of Asia-Pacific Advanced Predictive Analytics Software Market by Application
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Advanced Predictive Analytics Software Market Overview
9.4.2 Middle East and Africa Advanced Predictive Analytics Software Market Forecasts and Analysis
9.4.3 Middle East and Africa Advanced Predictive Analytics Software Market Forecasts and Analysis - By Type
9.4.4 Middle East and Africa Advanced Predictive Analytics Software Market Forecasts and Analysis - By Application
9.4.5 Middle East and Africa Advanced Predictive Analytics Software Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Advanced Predictive Analytics Software Market
9.4.5.1.1 South Africa Advanced Predictive Analytics Software Market by Type
9.4.5.1.2 South Africa Advanced Predictive Analytics Software Market by Application
9.4.5.2 Saudi Arabia Advanced Predictive Analytics Software Market
9.4.5.2.1 Saudi Arabia Advanced Predictive Analytics Software Market by Type
9.4.5.2.2 Saudi Arabia Advanced Predictive Analytics Software Market by Application
9.4.5.3 U.A.E Advanced Predictive Analytics Software Market
9.4.5.3.1 U.A.E Advanced Predictive Analytics Software Market by Type
9.4.5.3.2 U.A.E Advanced Predictive Analytics Software Market by Application
9.4.5.4 Rest of Middle East and Africa Advanced Predictive Analytics Software Market
9.4.5.4.1 Rest of Middle East and Africa Advanced Predictive Analytics Software Market by Type
9.4.5.4.2 Rest of Middle East and Africa Advanced Predictive Analytics Software Market by Application
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Advanced Predictive Analytics Software Market Overview
9.5.2 South and Central America Advanced Predictive Analytics Software Market Forecasts and Analysis
9.5.3 South and Central America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Type
9.5.4 South and Central America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Application
9.5.5 South and Central America Advanced Predictive Analytics Software Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Advanced Predictive Analytics Software Market
9.5.5.1.1 Brazil Advanced Predictive Analytics Software Market by Type
9.5.5.1.2 Brazil Advanced Predictive Analytics Software Market by Application
9.5.5.2 Argentina Advanced Predictive Analytics Software Market
9.5.5.2.1 Argentina Advanced Predictive Analytics Software Market by Type
9.5.5.2.2 Argentina Advanced Predictive Analytics Software Market by Application
9.5.5.3 Rest of South and Central America Advanced Predictive Analytics Software Market
9.5.5.3.1 Rest of South and Central America Advanced Predictive Analytics Software Market by Type
9.5.5.3.2 Rest of South and Central America Advanced Predictive Analytics Software Market by Application
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. ADVANCED PREDICTIVE ANALYTICS SOFTWARE MARKET, KEY COMPANY PROFILES
11.1. ACXIOM LLC
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. FICO
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. IBM
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. MICROSOFT CORPORATION
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. ORACLE CORPORATION
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. SAP AG
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. SAS INSTITUTE, INC.
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. TABLEAU SOFTWARE, LLC, A SALESFORCE COMPANY
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. TERADATA CORPORATION
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. TIBCO SOFTWARE, INC. (VISTA EQUITY PARTNERS)
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
1. Acxiom LLC
2. FICO
3. IBM
4. Microsoft Corporation
5. Oracle Corporation
6. SAP AG
7. SAS Institute, Inc.
8. TABLEAU SOFTWARE, LLC, A SALESFORCE COMPANY
9. Teradata Corporation
10. TIBCO Software, Inc. (Vista Equity Partners)
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.
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