Best Data Analysis Software for Hadoop

StarTree Cloud is a fully-managed real-time analytics platform designed for OLAP at massive speed and scale for user-facing applications. Powered by Apache Pinot, StarTree Cloud provides enterprise-grade reliability and advanced capabilities such as tiered storage, scalable upserts, plus additional indexes and connectors. It integrates seamlessly with transactional databases and event streaming platforms, ingesting data at millions of events per second and indexing it for lightning-fast query responses. StarTree Cloud is available on your favorite public cloud or for private SaaS deployment. StarTree Cloud includes StarTree Data Manager, which allows you to ingest data from both real-time sources such as Amazon Kinesis, Apache Kafka, Apache Pulsar, or Redpanda, as well as batch data sources such as data warehouses like Snowflake, Delta Lake or Google BigQuery, or object stores like Amazon S3, Apache Flink, Apache Hadoop, or Apache Spark. StarTree ThirdEye is an add-on anomaly detection system running on top of StarTree Cloud that observes your business-critical metrics, alerting you and allowing you to perform root-cause analysis — all in real-time.

Composable is an enterprise-grade DataOps platform designed for business users who want to build data-driven products and create data intelligence solutions. It can be used to design data-driven products that leverage disparate data sources, live streams, and event data, regardless of their format or structure. Composable offers a user-friendly, intuitive dataflow visual editor, built-in services that facilitate data engineering, as well as a composable architecture which allows abstraction and integration of any analytical or software approach. It is the best integrated development environment for discovering, managing, transforming, and analysing enterprise data.

Pentaho+ is an integrated suite of products that provides data integration, analytics and cataloging. It also optimizes and improves quality. This allows for seamless data management and drives innovation and informed decisions. Pentaho+ helped customers achieve 3x more improved data trust and 7x more impactful business results, as well as a 70% increase productivity.

Style Intelligence from InetSoft is a complete business intelligence platform that empowers companies with the ability to analyze, monitor, report and collaborate on business and operational data coming from different sources in real-time. Its top features include a data mashup Data Block architecture and professional atomic block modeling tool. There is also a database write-back option. Style Intelligence is robust and easy-to-use. It offers granular security, multitenancy support, multiple integrations, and is fully scalable.

Toucan, a customer-facing platform for analytics, empowers organizations to drive engagement and provide the best possible end-user experience. Toucan makes it simple, from data connections to the distribution and sharing of insights wherever they are needed. Toucan analytics are 3x more popular than the industry average. With hundreds of connectors, users can connect to any cloud-based or stored data. Data readiness features make data preparation easy for business people. They can perform tasks that would normally require an expert. Visualization can be described as "data storytelling", where every chart is accompanied with context, collaboration and annotation to help users understand the "why" behind their data. Finally, deployment and management are easy with one-touch deployment, from staging to production, easy embedding and publishing to any device.

IRI Voracity is an end-to-end software platform for fast, affordable, and ergonomic data lifecycle management. Voracity speeds, consolidates, and often combines the key activities of data discovery, integration, migration, governance, and analytics in a single pane of glass, built on Eclipse™. Through its revolutionary convergence of capability and its wide range of job design and runtime options, Voracity bends the multi-tool cost, difficulty, and risk curves away from megavendor ETL packages, disjointed Apache projects, and specialized software. Voracity uniquely delivers the ability to perform data: * profiling and classification * searching and risk-scoring * integration and federation * migration and replication * cleansing and enrichment * validation and unification * masking and encryption * reporting and wrangling * subsetting and testing Voracity runs on-premise, or in the cloud, on physical or virtual machines, and its runtimes can also be containerized or called from real-time applications or batch jobs.

Promethium empowers data and analytics teams to work smarter, so they can keep up with growing data volumes and business requirements. It is not enough to connect to a data lake or data warehouse to access raw data. Datasets require a lot more work from data teams! Data teams are not growing as fast as the data volumes or the business demand for data. Promethium makes overloaded data teams more efficient and can deliver more quickly. Reduce your dependence on ETL. Access data wherever it is. It is easier to move less data, which saves you time and money. Promethium can be done by one person in minutes. This is a significant improvement on the time and effort required for a team of six or more tools. Connect and catalog data sources, create cross-source datasets, and query them with just a few clicks. There is less custom code and less ETL. Validate data is accurate in real-time, and not after months of work. Instantly share work to make it reuseable, rather than recreate it.

Empower all levels of skill to make data-driven decisions, and take action when it is most important. Deeper interactivity. Broader context Lightning fast. No one else can match it. Qlik's unique Associative technology is unrivalled in its ability to power our industry-leading analytics experience. All your users can explore at their own pace with hyperfast calculations. Always in context and at scale. It's big. Qlik Sense goes beyond the limitations of query-based analytics or dashboards offered by competitors. Insight Advisor in Qlik Sense employs AI to help users understand and use data better, minimizing cognitive bias, increasing discovery, and elevating data literacy. Organizations need to have a dynamic relationship with the information that is relevant at the moment. Traditional passive BI is not enough.

Alteryx AI Platform will help you enter a new age of analytics. Empower your organization through automated data preparation, AI powered analytics, and accessible machine learning - all with embedded governance. Welcome to a future of data-driven decision making for every user, team and step. Empower your team with an intuitive, easy-to-use user experience that allows everyone to create analytical solutions that improve productivity and efficiency. Create an analytics culture using an end-toend cloud analytics platform. Data can be transformed into insights through self-service data preparation, machine learning and AI generated insights. Security standards and certifications are the best way to reduce risk and ensure that your data is protected. Open API standards allow you to connect with your data and applications.

Algolytics offers software solutions and consulting services in areas such as predictive analytics, risk management and data quality. You only need one tool to do data processing, analysis, and modeling. The user-friendly workflow interface allows you to explore all your data and more. Data extraction and storage to/from different databases, files, and data transformations. A wide range of data operations can be performed, including sampling, joining datasets and dividing. AdvancedMiner has a wide range of functions that advanced users can easily create and/or extend within the application. Support for SQL language (including analytic functions).

The only hybrid data platform that supports modern data architectures and data anywhere. Cloudera is an open-source hybrid data platform that allows you to choose any cloud, any analytics and any data. Cloudera provides faster and easier data analytics and management for data anywhere with optimal performance, scalability and security. Cloudera gives you all the benefits of both private and public clouds for a faster time to value, and greater IT control. Cloudera allows you to move data, applications and users in both directions between your data center and multiple clouds, no matter where the data resides.

Apache Spark™, a unified analytics engine that can handle large-scale data processing, is available. Apache Spark delivers high performance for streaming and batch data. It uses a state of the art DAG scheduler, query optimizer, as well as a physical execution engine. Spark has over 80 high-level operators, making it easy to create parallel apps. You can also use it interactively via the Scala, Python and R SQL shells. Spark powers a number of libraries, including SQL and DataFrames and MLlib for machine-learning, GraphX and Spark Streaming. These libraries can be combined seamlessly in one application. Spark can run on Hadoop, Apache Mesos and Kubernetes. It can also be used standalone or in the cloud. It can access a variety of data sources. Spark can be run in standalone cluster mode on EC2, Hadoop YARN and Mesos. Access data in HDFS and Alluxio.

Invenis is a data mining and analysis platform. You can easily clean, aggregate, and analyze your data. Then scale up to improve your decision-making. Data enrichment, cleansing, harmonization, and preparation of data are all possible. Prediction, segmentation, recommendation. Invenis connects with all your data sources, MySQL and Oracle, Postgres SQL (Hadoop), HDFS (Hadoop), HDFS (Hadoop), HDFS (Hadoop), HDFS, HDFS, HDFS) and allows you to analyze all files, CSV, JSON etc. You can make predictions on all your data without having to code or need for a team. Based on your data and use cases, the best algorithms are automatically selected. Automate repetitive tasks and your recurring analysis. You can save time and fully utilize your data's potential! You can work together with other analysts in your team as well as with all other teams. This makes decision-making easier and information is easily shared with all levels of the company.

Your business generates many data every day. This data can be invaluable if it is used correctly. This strategic information, when gathered together, opens up a vast array of possibilities. DigDash is a trusted partner in business intelligence. We can help you to exploit your data and improve your performance today. DigDash is there for you, from design to deployment, and all questions to development, in a close partnership. DigDash's DNA is flexible. We are committed to continuous improvement. Our software is easy to use at all levels. This software is a market leader. Our tool adapts to any business' operational vision. Your managers can make rational decisions by having real-time visibility of all your activities, including marketing, finance, sales, and HR.