Easy Data Science, Analytics, and Dashboards on Big Data



The Data Science Office (DSO) empowers users at varying skill levels to explore and analyze data effectively. DSO is a one-stop-shop that can implement dashboards, reports, and sophisticated cloud-scale analytics. Big-data and cluster computing are supported out of the box. DSO picks up analysis where traditional business intelligence tools fall off. DSO combines the full power of Datanova’s Big Knowledge Platform™ with the latest data science tools.

  1. Pull different types of data into an interactive web environment
  2. Mine big-data out of the box
  3. Pick the right tool for the job from an array of data science tools
  4. Visualize and report in various ways
  5. Save, manage, and share your work
  6. Create dashboards and production analytic jobs
  7. A variety of preloaded analytics provide rapid value
  8. Open architecture and open standards


Go Beyond Traditional BI

DSO runs in an elegant web based interactive enviroment. It allows users of varying skill levels to build reports, dasnhoards, and analytics. DSO analytics can be shared, enabling a data driven culture.

DSO enables Data Science on all your data sources. It deploys the latest Data Science tools such as SPARQL, SQL, R, Python, Scala, and machine learning. This creates a rich environment to create, refine, and monitor analytics.

DSO can be run at small scale on a server, or at cloud scale using Spark. This can be invisible to the user.

DSO comes with a variety of pre-loaded analytics. For example:

  • DSO Natural Laguage Processing (NLP) allow leveraging unstructed text. Incorporate online articles, user comments, doctor's notes, technical manuals, etc. into your analysis.
  • DSO Semantic Rules Based System take business intelligence to a new level. Semantic rules can tie into all BKP features and data.
  • DSO Social Media Toolkit provides web scale insights on social media.
  • DSO Psychological Analytics Toolkit provide a new kind of business advantage. Determine the psyhological make-up and well being of individuals baed on their textual footprint.


A Swiss Army Knife for Analytics

EASY DATA SCIENCE. DSO is pre-packaged with a wide array of data science and analysis tools. Users with varying skill levels can use their favorite tool.

ANALYTICS AND DASHBOARDS. Existing and new analytics can be created, scripted, combined, tested, and deployed in DSO.

EXPLORATION TO PRODUCTION. Explore data in real-time. Create analytics, dashboards, and reports. Deploy production jobs at scale.

DATA UNIFICATION AND GOVERNANCE. Datanova’s powerful data unification and governance are available in DSO.

COLLABORATION. DSO provides a visual environment to collaborate between engineers, data scientists, and domain experts.

WORK WITH ANY DATA. DSO can handle any type of structured, unstructured, or semi-structured data.

DATA DRIVEN CULTURE. DSO can further data driven decision making in your organization by rapidly answering new questions on real-time data.


Summary Specification

ANALYTICS & TOOLS

  • SPARQL, SQL
  • Scala, Python, Java
  • R, Statistical libraries
  • JavaScript, AngularJS
  • Machine Learning
  • Natural language processing
  • All Datanova products and analytics
  • Homegrown and 3rd party analytics and apps can be plugged-in
COLLABORATION
  • Multiple users can collaborate on the same notebook and see changes in real time
  • Save and share notebooks
  • Store and version within DSO using version control system
VISUALIZATIONS
  • Embedded charts (Bar, Pie, Line, Hi-mid-low, etc.)
  • Embedded graphs (Line, Scatter, Time-wheel, Radar, etc.)
  • Embedded RDF Graph Visualization (link diagram)
  • Geospatial Map
  • Machine Learning Tracker
  • D3
  • Any third-party JavaScript visualization can be plugged in
INLINE DOCUMENTATION
  • Markdown
  • HTML
  • CSS
LIBRARIES
  • Any libraries that compile to Java byte code (Java, Scala)
  • Python
  • R
THIRD PARTY ANALYTICS
  • Integrate through API, REST, DB, or Streams
  • Apply any tool within DSO to the results of Analytics
  • Monitor analytic performance through dashboards
DASHBOARDS
  • Export DSO paragraphs to analyst dashboards with one click
  • Changes in DSO or data are displayed in real time
BIG COMPUTING
  • Hadoop Enabled: YES
  • Spark Enabled: YES
DATA SOURCES
  • Relational - MySQL, PostgreSQL, MS SQL Server, Oracle, JDBC/ODBC, SQLite, Azure
  • NoSQL - MongoDB, Accumulo, ElasticSearch
  • File systems - HDFS, Linux, and Windows
  • ASCII, XML, JSON, JSON-LD, RDF TTL/other, CSV/TSV, Spark
  • Excel™ XLS/XLSX/ XLSM, PDF, HTM/HTML/XML, MDB/ACCDB
  • Qlik QVX, SAS SAS7BDAT, Tableau TDE
  • Spatial Data Files
OPERATING SYSTEMS
  • Red Hat Enterprise Linux 5 (x64)
  • Red Hat Enterprise Linux 6 (x64)
  • CentOS 5 (x64)
  • Microsoft Windows Server 2008 R2+
  • Microsoft Windows 7, 8, 8.1 64-bit
VIRTUALIZED ENVIRONMENTS
  • Microsoft Azure
  • Amazon EC2
  • VMware ESX (private cloud deployments)
MIN HARDWARE
  • 8GB RAM
  • 30GB Disk Space
  • 2 Core CPU
SERVER
  • JBOSS
  • Tomcat
  • Wildfly




     Call - 1.877.619.6682

     Email - info@datanovasci.com