Big Data Landscape 2017

While no map or model is ever complete, these kinds of industry-ecosystem graphics are often worth taking a look at. This big data landscape diagram by the VC firm FirstMark, is one that seemed to be getting some attention last year.

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The infographic breaks the Big Data ecosystem/landscape into 8 broad market categories with 80 total sub-segments, each with at least 5 leading companies/services.

Infrastructure

## [1] “Hadoop On Premise” “Hadoop in the Cloud”
## [3] “Streaming/In-Memory” “NoSQL DBs”
## [5] “NewSQL DBs” “Graph DBs”
## [7] “MPP DBs” “Cloud EDW”
## [9] “Data Transformation” “Data Integration”
## [11] “Data Governance” “Management / Monitoring”
## [13] “Storage” “Cluster Services”
## [15] “App Development” “Crowdsourcing”
## [17] “Hardware”

Analytics

## [1] “Data Analyst Platforms” “Data Science Platforms”
## [3] “BI Platforms” “Visualization”
## [5] “Vertical Analytics” “Statistical Computing”
## [7] “Data Services” “Machine Learning”
## [9] “Horizontal AI” “Speech & NLP”
## [11] “Search” “Log Analytics”
## [13] “Social Analytics” “Web/Mobile/Commerce Analytics”

Applications – Enterprise

## [1] “Marketing – B2B” “Marketing – B2C”
## [3] “Customer Services” “Human Capital”
## [5] “Legal” “Finance”
## [7] “Enterprise Productivity” “Back Office Automation”
## [9] “Security”

Applications – Industry

## [1] “Advertising” “Education” “Finance – Lending”
## [4] “Finace – Investing” “Real Estate” “Insurance”
## [7] “Healthcare” “Life Sciences” “Transportation”
## [10] “Agriculture” “Commerce” “Other”

Cross-Infrastructure – Analytics

## [1] “AWS” “Google” “Microsoft Azure” “IBM”
## [5] “SAP” “Others”

Open Source Tools

## [1] “Frameworks”
## [2] “Query/Data Flow”
## [3] “Data Access”
## [4] “Coordination”
## [5] “Streaming”
## [6] “Stats Tools”
## [7] “AI/Machine Learning/Deep Learning”
## [8] “Search”
## [9] “Log Analysis”
## [10] “Visualization”
## [11] “Collaboration”
## [12] “Security”

Data Providers & APIs

## [1] “Healthcare” “IoT” “Finacial Data”
## [4] “Geoanalytics” “People/Entities” “Location Intelligence”
## [7] “Other”

Data Resources

## [1] “Incubators, Bootcamps & Schools” “Research Institutes”

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