SQL Server
Oracle
MySQL
PostgreSQL
Amazon Redshift
Azure SQL Database
DBT
Google Big Query
IBM DB2
MariaDB
SAP HANA
Snowflake
SQLite
Teradata
Vertica
Data discovery tools for Netezza
Data enables companies to make informed decisions and understand needs of the customer and the business. In order to leverage data, data discovery tools help organizations visualize, analyze and get insights from it. They start by collecting data from multiple sources to then consolidate, classify, and catalog it into a single repository to simplify its evaluation.
OneTrust
OneTrust offers automated data discovery in unstructured file shares, structured databases, Big Data storage, SaaS applications, and other cloud solutions. It leverages advanced ML-based classification to label and tag data with both out-of-the-box and custom classifiers. Moreover, it identifies at-risk data, implements security controls, and monitors over time with advanced analytics.
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Alteryx Connect
Alteryx Connect is an all-in-one data management and collaboration tool that changes how you discover and organize information for analytics in your organization. It discovers the types of information your data contains, where the information comes from, who is using it, and how it is used through highly social interactions.
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TIBCO Spotfire
TIBCO Spotfire provides powerful and deep data visualization and exploration. The AI-driven and new UI lets you visually interact with your data and find insights in an immersive environment. Moreover, Spotfire recommendations instantly display visualizations for different relationships in your data as you analyze, making it far faster and easier to get the insights you expect
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Dataiku
Dataiku interactively explores data and creates statistical analyses, charts, and dashboards to share insights with the broader team. It provides automatic profiling of columns, including the counts and distribution of values, top values, outliers, invalids, and summary statistics. Moreover, it includes a broad range of statistical tests and analyses, including univariate / bivariate / multivariate analyses, fit curves and distributions, location and distribution tests, and time series-specific analyses.
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Data enables companies to make informed decisions and understand needs of the customer and the business. In order to leverage data, data discovery tools help organizations visualize, analyze and get insights from it. They start by collecting data from multiple sources to then consolidate, classify, and catalog it into a single repository to simplify its evaluation.
Collecting, cleaning and preparing data in order to gain insights from it is crucial for any business. Data discovery tools enable organizations to look deeper into data, get important insights and share them across the whole company. But at the same time, they help prevent exposure of sensitive data, and enable the organization to implement appropriate security measures.
Other features data discovery tools provide with are:
Machine learning capabilities, including predictive analytics
In-memory analytics, enabling faster query response times
Data preparation and tools to improve data quality
Metadata management
In order to help you find the right data discovery tool for your organization, we’ve listed some of the best softwares that will empower your team to detect informative patterns and extract valuable insights.