Top 15 Data Analytics Software
We need data to make insightful conclusions. But, raw data is hard to comprehend because it is scattered and yet to be categorized. In this regards, you need a data analytics software to clean the data off outliers, insignificant and incorrect information.
Data analysis will incorporate various Business intelligence tools that can aggregate the data and present it in a way that can be used by all teams for enhanced collaboration. Predictive analysis utilizes various structural statistical models to make conclusions about the future.
Top Data Analytics Software: Sisense, Sisense for Cloud Data Teams, TIBCO Spotfire, Alteryx Analytics, Arcadia Data, IBM SPSS Modeler, Tableau Desktop, Knowi, Minitab, Trifacta, Trend Miner, XLSTAT, Datameer, Paxata, Waterline Data are some of the Top Data Analytics Software.
What is Data Analytics Software?
Data analysis is the process where raw data is modeled, cleansed, and transformed through software with the aim of drawing conclusions from it. The software is incorporated with various algorithms to help in data conversion. The data is then presented in the form of charts and graphs. If it was not for data analytics, the user will get lost in the maze of data sets. Date analytics is used in a variety of industries like manufacturing, production, customer care among others.
The first step in the process of data analysis is grouping the data into various categories. This could be based on a variety of inputted criteria like demographics, age, or spending habits. Once the data is grouped, this allows it to be cleaned off outliers, incorrect information, and duplication.
Various structural models are then used for data analysis. Variables are inputted into the data sets and this makes the data presentable to outside sources. Data visualization deals with how the data is presented to the final user. Analytical software will leverage on various charts and graphs; this lets the user gain fast and real time insights on the presented data.
What are the features of Data Analytics Software?
Data analysis has moved from the domain of IT departments to being a core part of the organization. The ability to model and process complex data sets gives managers the ability to make fast and real time decisions, improve their product offerings, reduce risk and fraud, and personalize their services.
Predictive analysis has enabled many companies anticipate demand and scale up and down to meet future needs. This has led to companies incorporating data analysis software having a competitive edge over their competitors.
What are the features of Data Analytics Software
- Scalability: It is not visible to keep changing your data analytical software every time you are dealing with complex datasets. The right software should have algorithms incorporated that can work with both small and large data sets without need for hardware adjustments. As the company grows the software should be scalable to accommodate this growth.
- Embedded analytics: Modern organizations operate in spaces where there is sharing of applications. The software should enable one to get instant insights for fast decision making processes. Ease of integration with other applications eliminates the duplication of resources in the organization as all involved parties are viewing and have access to the same data source. The software should allow integration with various mobile and cloud based applications without the need for making expensive configurations.
- Visual dashboards: Charts and graphs are easier to comprehend when it comes to large data sets. When you have centralized data visual boards customized you can get realtime access to data. Users can then drill down the visual tools to get a deeper perspective of what is being displayed. The reporting channels are flexible enough to be exported into various formats like Excel or PDF.
- Versatility: Data analysis has moved from being the preserve of data scientists and IT department to being a core organizational tool. This has led to the data analytics software having user-friendly dashboards and reporting system. This allows broad usage of the software without training. Friendly user-interfaces also led to enhanced collaboration among the organization teams. The data analytic software is also available in cloud and mobile hence allowing collaboration with field teams.
- Raw data processing: Data analytical software will take raw data from multiple sources and organize it in such a way that the end user can consume it. The software also allows the importation of data from multiple sources and in different formats. The data is then centralized for use by various departments. The users also have the ability to export the data in various formats like Microsoft Excel or PDF. Processing of raw data incorporates cleansing, modeling and transformation of the data sets.
What are the benefits of Data Analytics Software?
Many organizations are embracing data analytics software as a way to save time and enhance collaboration between teams. It can be problematic handling data from different sources within the organization. Firstly, you have challenges with integration from multiple applications. You get instances where HR, Accounts, Finance, and Customer service all have their own customized applications. Then you run the risk of duplication of resources.
With data analytics you can make sense of both unstructured and structured data without being necessarily being an IT guru or data scientist. Trends uncovered by the software are critical for fast and insightful decision making. Organizations can also leverage the tools for predictive analysis. Manufacturing can predict future demand and scale up or down accordingly.
What are the benefits of Data Analytics Software
- Enhanced Customer experience: Increasing demand has led to the need for enhanced customer experiences. Data analytic software aggregate various customer data from a wide range of sources and use this insight to improve their product offerings. Customer preferences, buying trends and purchasing power are used to offer personalized services to customers.
- Analytics: Predictive analysis tools help companies leverage on historical data recurring trends and any anomalies in the data set to gain insights into future demand. With the information the organization can either scale up or down to meet future demand. The information from the analytical software also helps in organizations in their product mixes.
- Competitive advantage: Companies that are able to leverage data analysis have a competitive advantage over their peers. Data analysis help companies capture hidden value and use this to their advantage. It also helps them lower their costs due to the elimination of duplication of resources. When data is centralized and available to all it allows fast and insightful decision making processes. Automation of inventory and production lines helps reduce the amount of human labor needed.
- Risk and fraud reduction: When companies use customized data analytics software, they are able to detect and mitigate risk and fraud. It also helps protect the company’s intellectual and financial resources from external threats. Correlation of internal data helps give managers a centralized view of fraud cases across various business processes and transactions.
- Real-time access to information: Information should be presented in timely manner for it to be useful. Data analytics software come with advanced visual dashboards that offer the user real time charts and graphs. This means managers get access to current information hence helping them in fast and timely decision making. Most of the data analysis software is now stored in cloud; this makes it accessible by all concerned parties. It also prevents various departments from duplication and mismatched data sets.
What are the Top Data Analytics Software?
Sisense
Sisense simplifies business analytics for complex data. Powered by In-Chip and Single Stack technologies Sisense delivers unmatched performance, agility and value, eliminating much of the costly data preparation traditionally needed with business analytics tools and providing a single, complete tool to analyze and visualize large, disparate data sets without IT resources. Sisense’s expertise in complex data includes both large data sets and data derived from multiple, disparate sources. Sisense leverages In-Chip analytics to dramatically improve business users’ access to advanced analytics on low-cost, commodity machines without the need for special data warehouse tools or dedicated IT staff. One-click formulas offer…
•Join data from multiple sources
•Drag & drop joining of multiple data sources
•Build interactive dashboards with no tech skills
•Share interactive dashboards
•Provide users the freedom to query data in real-time
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• Single-Stack™ architecture
• Sisense innovative In-Chip™ engine
• Groundbreaking. Powerful. Simple.
• IoT, machine learning, and AI in cutting edge BI platform
• Easily and quickly get the answers they need from complex data
• Easy to connect your data, get up and running instantly and deliver fast results
Sisense for Cloud Data Teams
Sisense for Cloud Data Teams formerly Periscope Data is an end-to-end BI and analytics solution that lets you quickly connect your data, then analyze, visualize and share insights. Periscope Data can securely connect and join data from any source, creating a single source of truth for your organization. Perform BI reporting and advanced analytics operations all from one integrated platform. Communicate insights more effectively by selecting from Periscope Data’s wide range of visualization options (including standard charts, statistical plots, maps and more) and instantly share real-time insights via direct linking, email or Slack. Periscope Data is a data analysis tool that unifies business data across multiple…
•One Tool For All Your Data Needs
•Enable data experts to answer more complex questions, quickly.
•SQL Editor Built By Experts, For Experts
•Advanced Analytics With Python And R
•Intuitive Drag-and-Drop Interface
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•Enable data experts to answer more complex questions, quickly.
•Intuitive Drag-and-Drop Interface
•Ensure Control, Consistency and Trust
•One Tool For All Your Data Needs
•Tailored For Every Workload
•Combine all of your data sources into a single platform for powerful analysis and insights
TIBCO Spotfire
TIBCO Spotfire provides interactive dashboards, visualizations, and predictive and event-driven analytics, to develop unexpected insights immediately on any device. Spotfire is an enterprise class analytics platform that helps both business and technical users quickly explore data to develop actionable insights, without requiring IT intervention. Spotfire meets the analytic needs of users across the enterprise with data discovery and ad-hoc analysis, interactive reporting and dashboards, domain-specific applications, event-driven real-time analysis, and powerful predictive analytics. All these capabilities are delivered from a single product architecture. Spotfire Analyst makes comprehensive analytics fast and easy for a variety of users, allowing them to gain…
• Data Discovery
• Data Wrangling
• Predictive Analytics
• Big Data Analytics
• Location Analytics
• Enterprise Scale Analytics
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• Data Discovery
• Data Wrangling
• Predictive Analytics
• Smart visual data discovery
• Immersive data wrangling
• Predictive analytics your way
Alteryx Analytics
Alteryx Analytics portfolio includes Alteryx Designer, Alteryx Server and Alteryx Analytics Gallery. Alteryx Designer allows to blend internal, third-party, and cloud-based data, build powerful R-based predictive and spatial analytics applications without any programming and share deep data insight with business decision makers. Predictive modeling techniques, such as logical regression or decision trees, clustering techniques such as K-centroid clustering and principle component analysis, data investigation techniques, such as scatter plots and association analysis- all can be included with out any programming using Alteryx Designer. Alteryx Server, scale the critical analytic workflows to meet data and analytic requirements, schedule multiple workflows and…
• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps
• Customize and run analytic apps from the cloud
• Desktop-based, design-time solution
• Prep and blend all data in a repeatable workflow
• Run predictive, spatial, and statistical analytics without coding
• Output analytic results to all popular formats
•1 Year Subscription (Per User, Per Year)- Alteryx Analytics Gallery - $1,950, Alteryx Designer - $5,195, Alteryx Server - $58,500
• Cloud-based, run-time solution
• Empower everyone to make data driven decisions
• Create a secure, private studio for analytic apps
• Perform advanced analytics
• Share analysis with decision makers
• Eliminate redundant work
Arcadia Data
Arcadia Data unifies data discovery, visual analytics and business intelligence in a single, integrated platform that runs natively on Hadoop clusters. Arcadia Data does not require coding and users can go straight to into big data with intuitive drag and drop self service interface which provides exploration and semantic modeling on breadth and depth of all business data. Arcadia Data allows working on multiple sources such as Hive, Impal, Postgres, Amazon Redshift, MySQL, Teradata Aster and much more. It’s unique Active Data store models and tunes data structures continuously at Hadoop scale. Active Data automatically replaces sub-optimal curated schemas with…
•No Coding Required
•Connect With Multiple Sources
•Flexible Visual Builder
•Self-Optimizing Data Store
•Customization and Embeddability
•Data Embedding Across Sources
•On-Cluster Security
•Advanced Analytics
•Instant - FREE
•Enterprise - Annual Subscription – Contact
• Collect and analyze data from vehicles, in-road sensors and other sources in a single platform.
• Visually analyze real-time streaming telematics data alongside historical data for deeper pattern analysis.
• Understand traffic patterns, offer more targeted insurance packages and provide specific service recommendations.
• Unlocking customer 360 insights and digital marketing campaign intelligence
• Detecting and preventing cyber security threats and attacks
• Iterating financial risk models and designing data visualizations to provide transparency and auditability for regulatory compliance and trade surveillance
IBM SPSS Modeler
IBM SPSS Modeler is an analytics platform from IBM, which bring predictive intelligence to everyday business problems. The solution provides a range of advanced analytics including text analytics, entity analytics, social network analysis, automated modeling, data preparation, decision management and optimization. SPSS Modeler offers capabilities include conducting analysis regardless of where the data is stored such as in a data warehouse, a database, Hadoop or flat file and regardless of whether it is structured such as age, price, product, location or unstructured such as text, emails, social media. IBM SPSS Modeler is offered as three editions: IBM SPSS Modeler Gold…
• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Open source statistical software tools
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• Deploy insights into business processes
• Hands-on predictive analytics
• Full breadth of predictive analytics techniques
• Range in advanced algorithms.
• Improved decision making.
• Geospatial and text analytics.
Tableau Desktop
Tableau Software helps people see and understand data. Tableau helps anyone quickly analyze, visualize and share information. Tableau Desktop is a product that everyone can use to ask new questions, spot trends, identify opportunities, and make data-guided decisions with confidence. Tableau’s Data Engine lets you extract data for ad-hoc analysis of massive data in seconds. It combines advances in database and computer graphics technology so you can analyze huge datasets on a laptop. Tableau is 10-100x faster than existing solutions. It's designed to support how people think.Tableau Desktop is a product that everyone can use to ask new questions, spot…
• Get actionable insights fast
• Connect to more data
• Answer deeper questions
• Put your data on the map
• Let everyone in on it
• Tableau Creator - $70 USD/user/month
• Big data, live or in-memory
• Sharing and collaborating securely
• Designing for a mobile-first world
• Get actionable insights fast
• Connect to more data
• Answer deeper questions
Knowi
Knowi is an adaptive intelligence for modern data and a business intelligence platform that unifies analytics across multi-structured, unstructured and structured data. There is no need for ETL or ODBC drivers. Users just connect the datasource(s) then Knowi does a schema on read, and users start building queries. Simple as that. Users can create blended datasets by joining data from NoSQL, SQL, REST-API, RDBMS and even file based sources in a matter of minutes. If users are ready to become a data-driven enterprise, users just need to insert the algorithms into the analytics workflow to automatically trigger notifications or actions.…
• Native Integration to Your Enterprise Data
• Drag & Drop Query Generation
• Blend Data from SQL and NoSQL Sources Without Moving It
• Business-Driven Insights in Minutes
• Easily Embed in Your Data Applications
• Machine Learning and Trigger Data-Driven Actions
•Contact for Pricing
• Dashboards,
•Datasources
•Widgets
•Native NoSQL, SQL, REST API
•Cloud or On-premise Deployment
•Instant Visual Insights
Minitab
Minitab : Minitab is one of the world’s leading developers of statistical software and software for lean, Six Sigma and quality improvement projects. Thousands of companies use Minitab software and there are more than 4,000 colleges and universities which use Minitab for teaching and research. Some of the clients includes, Toshiba, DuPont, Boeing, Royal Bank of Scotland, Nestlé and Pfizer. Minitab Inc. is headquartered in State College, PA, operates offices in the United Kingdom, France and Australia, and has additional representatives throughout the world. Minitab’s products are backed by outstanding services, including training and free technical support. Minitab products include…
• Smart Data Import
• Automatic Graph Updating
• Seamless Data Manipulation
• Effortless Presentations
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• Smart Data Import
• Automatic Graph Updating
• Seamless Data Manipulation
• Monitor your processes over time and evaluate their stability
• Determine a product's lifetime characteristics
• Minimize the risk of serious safety events
Trifacta
Trifacta, helps individuals and organizations unlock the potential of their data by providing a new approach to how data is explored and prepared for analysis. Whether you’re trying to improve the efficiency of an existing analysis process or utilize new sources of data for an analytics initiative, Trifacta’s data wrangling solutions will empower you to do more with data of all shapes and sizes. Trifacta’s Visual Data Profiling features provide immediate visibility into unique elements of the data set like data distributions and outliers to inform the transformation and analysis process.Trifacta uses data inference techniques to introspect the data and…
Trend Miner
TrendMiner delivers Discovery, Diagnostic and Predictive analytics with real time monitoring tools for the process industry. Its flagship software is based on a high performance analytics engine for process data. Through an intuitive web-based trend client, process engineers and operators can easily search for trends using TrendMiner’s patent pending pattern recognition and machine learning big data technologies, without the support of a data scientist. The TrendMiner plug and play solution adds value immediately after deployment eliminating expensive investments in big data infrastructure or long implementation projects. TrendMiner is first and foremost a user-oriented platform. Even searching for your tags is…
•See current and historical data.
•Complete trend analysis.
•Personalize Trend Miner with custom entities from CRM.
•Visualize CRM data from Opportunities, Leads, Activities, Cases and more.
•Make better decisions – faster.
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•See current and historical data.
•Complete trend analysis.
•Personalize Trend Miner with custom entities from CRM.
• TrendMinerSearch that increases resource efficiency by solving unsolvable problems.
• TrendMinerCapture platform that captures knowledge and creates shift logbooks and the ability to manually add visual annotations straight into a trend client.
• TrendMinerMonitor platform that can monitor fingerprints and searches that were dynamically created in TrendMinerSearch and allows monitoring of the progress of processes compared to the preferred states.
XLSTAT
XLSTAT provides several software packages to cater to needs of businesses. These software’ are data analysis software. They allow easy integration with Microsoft excel software. These solution are workable on PC and Mac. These solution deliver over 200 + features to the users, thus making data analysis an easy job to do. XLSTATE-BASE solution is available at a very affordable price to the users. The solution allows data analysis, data mining, data testing, data modeling and data visualizations. The software allows easy integration to MS EXCEL. It is an add-on tool making statistical analysis an easy job. This solution comes…
•Statistical analysis
•Modeling and visualizations
•Data mining
• The software is an add on feature to excel
•Allow data testing
•Provides solution to psychologists, medical people, businesses men, and marketers etc. to meet their statistical analysis needs.
•XLSTAT-BASE: company $275/annum, Academic: $165/ annum, Student :$50/annum
•XLSTAT-Premiun: company: $1100/annum, academic: $555/annum, Student: $145/annum
• The software is an add on feature to excel
•Allow data testing
•Provides solution to psychologists, medical people, businesses men, and marketers etc. to meet their statistical analysis needs.
• Intuitive software
• Easily integrates with excel
• Available for PC and Mac
Datameer
Datameer Professional, is a SaaS big data analytics platform targeted for department specific deployments. Datameer offering features leading Hadoop cloud providers Altiscale and Bigstep. Datameer simplifies the big data analytics environment into a single application on top of the powerful Hadoop platform. Datameer combines self-service data integration, analytics and visualization functionality that provides the fastest time to insights. Datameer simplifies the big data analytics process into a single self-service big data application on top of Hadoop, disrupting a multi-process system. With more than 70+ pre-built data connectors for any data type, size or source, a spreadsheet user interface, and over…
Paxata
Paxata is self-service Adaptive Data Preparation platform that lets business analysts rapidly collect, explore, transform and combine data with the same freedom they are used to in their analytic discovery. Paxata’s solution lets business people make data sets ready for ad-hoc analytics without going through the painful and manual steps they traditionally dealt with. Paxata platform was built with a data management layer that persists data inside the Hadoop Distributed File System (HDFS) and a real-time columnar parallelized in-memory pipeline data prep engine powered by Intellifusion. The data prep engine wraps Apache Spark v1.1 with additional functionality built to optimize…
Waterline Data
Waterline Data is an automated data discovery platform that helps Data architects inventory all data in Hadoop automatically at scale, and provision data to business users securely and to make the data ready for analysis automatically without having to explore every file manually. Waterline Data also helps to discover lineage and business metadata automatically, as well as manage metadata. Waterline Data Inventory automatically profiles and catalogs all the files in Hadoop, detects when the contents of files have changed and notifies users and inspects each field in a file to infer its meaning, tags the field accordingly, and generates key…
Waterline Data What is Data Analytics Software? Data analysis is the process where raw data is modeled, cleansed, and transformed through software with the aim of drawing conclusions from it. The software is incorporated with various algorithms to help in data conversion. The data is then presented in the form of charts and graphs. What are the benefits of Data Analytics Software? The benefits of Data Analytics Software include enhanced customer experience, analytics, competitive advantage, risk and fraud reduction, and real-time access to information. What are the Top Data Analytics Software? Sisense, Periscope Data, TIBCO Spotfire, Alteryx Analytics, Arcadia Data, IBM SPSS Modeler, Tableau Desktop, Knowi, Minitab, Trifacta, Trend Miner, XLSTAT, Datameer, Paxata, Waterline Data are some of the Top Data Analytics Software.
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