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Data Analysis Software with Self Service Data Preparation

Last updated: January 2025

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Why is self service data preparation important for data analysis software users?

Based on GetApp's analysis of 128 verified reviews collected between July, 2021 and August, 2024

Self-service data preparation simplifies data cleaning, transformation, and integration, allowing users to quickly prepare data for analysis without specialized skills. It enhances efficiency and reduces dependency on technical teams. Of the 128 reviewers who rated self service data preparation, 77% rated this feature as important or highly important.

Key features of data analysis software based on insights from 3050 verified reviews

  • Reporting/Analytics: Reviewers highlight the ability to track key metrics, generate actionable insights, and make data-driven decisions through customizable reports and advanced analytics. 93% of reviewers rated this feature as important or highly important.
  • Data Visualization: Users appreciate the intuitive and interactive visualizations that simplify complex datasets, enabling better insights and more effective data communication. 91% of reviewers rated this feature as important or highly important.
  • Data Import/Export: Reviewers value the flexibility and ease of importing and exporting data from various sources, enhancing integration and data management capabilities. 89% of reviewers rated this feature as important or highly important.
  • Dashboard: Users like the centralized, customizable views that provide quick access to key metrics, facilitating better monitoring and informed decision-making. 87% of reviewers rated this feature as important or highly important.
  • Data Connectors: Reviewers highlight the integration with various data sources, improving data collection and enabling comprehensive analysis across multiple platforms. 87% of reviewers rated this feature as important or highly important.
  • Data Discovery: Users emphasize the ability to uncover hidden trends and patterns, providing deeper insights and supporting informed decision-making and strategic planning. 85% of reviewers rated this feature as important or highly important.
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220 software options

Minitab logo
Category Leaders

Visualize, analyze, and harness the power of your data.

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Minitab is a statistical and data analytics software, which helps organizations predict, visualize, and analyze business data to forecast patterns, discover trends, view relationships between variables, and more. The built-in assistant lets users manage data analysis and interpretation operations.

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EngineRoom logo
Category Leaders

Cloud-based Data Analysis & Statistical Software

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EngineRoom is a cloud-based software that empowers data-driven decision-making, optimized operations, and streamlined processes through a comprehensive Lean Six Sigma problem-solving tools suite.

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JMP logo

Statistical Discovery.

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The tool of choice for hundreds of thousands of scientists, engineers, and other data explorers worldwide.

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Lobby CRE logo

Automate reporting, optimize cashflow, and boost returns.

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Discover Lobby CRE – your all-in-one platform for automating reporting, optimizing cashflow, and accelerating returns. Centralize data, leverage BI tools for insights, and create scenarios to maximize returns and drive efficiency.

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Grow logo

Make data-driven decisions.

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Grow is software that makes it simple for companies to connect their data and surface insights so everyone can make data-driven decisions.

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Funnel logo

Your marketing data hub.

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Funnel is the leading marketing data hub. We power your reporting and analytics to give you incredible control over your performance.

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CData Connect Cloud logo
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Cloud-based data virtualization software

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CData Connect Cloud is a data virtualization software that assists businesses with combining and delivering data for analytics, securing and monitoring access to cloud applications, and more. The platform provides live and federated data access to traditional and NoSQL databases, big data sources, and cloud applications within a centralized platform

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firmTRAK logo
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Complex Data. Clear Solutions, firmTRAK Solutions

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Fully integrated data visualization dashboard for law firms that use CLIO or Practice Panther.

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Zoho Analytics logo
Category Leaders

Self-service BI and Analytics platform

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Zoho Analytics is a self-service BI and analytics platform that helps users get new insights from their business data.

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AnswerRocket logo

A GenAI analytics assistant for analyzing enterprise data

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AnswerRocket is an AI-powered augmented analytics platform that enables business users to get instant answers and insights from their data. With AnswerRocket, customers can monitor key metrics, identify performance drivers and detect critical issues in seconds.

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Google Cloud logo

Modular platform for computing, hosting, storage & more

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Google Cloud Platform is a modular-based platform providing multiple build and scale services to businesses of any size within any industry. It offers tools for document storage, data warehousing, security key enforcement, app creation, API management, AI and machine learning, live chat, and more.

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Tableau logo
Category Leaders

Business intelligence & analytics

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Tableau is the world’s leading AI-powered analytics and business intelligence platform. Learn More!

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Microsoft Power BI logo
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BI visualization and reporting for desktop, web or mobile

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Microsoft Power BI converts data into rich interactive visualizations, utilizing business analytics tools to share dashboard-based insights across all devices

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IBM SPSS Statistics logo

Business intelligence and statistical analysis software

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IBM SPSS Statistics is a business intelligence software that helps businesses of all sizes conduct statistical analysis utilizing big data, machine learning algorithms, open-source extensibility, and other methodologies from within a unified platform.

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Splunk Enterprise logo

Machine data management and analytics

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Splunk Enterprise is a cloud-based platform designed to assist businesses with big data management and analysis of machine data. Key features include data visualization, performance metrics, data collection, real-time search, indexing, KPI tracking, reporting, and monitoring.

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Klips logo
Category Leaders

Custom dashboards for you and your team.

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Klipfolio Klips is a powerful dashboard and reporting platform for small and mid-sized businesses tracking their performance and agencies automating client reporting. It consolidates, transforms, and visualizes data in real-time, enabling smarter decisions and customized, actionable insights.

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Qlik Sense logo
Category Leaders

End-to-end data analytics platform

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Qlik Sense is a business intelligence (BI) and visual analytics platform that supports a range of analytic use cases. It supports a full range of users and use-cases across the life-cycle from data to insight.

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Domo logo

AI-powered data experience platform designed for SMEs

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Our cloud-native data experience platform goes beyond traditional business intelligence and analytics, making data visible and actionable with user-friendly dashboards and apps.

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ATLAS.ti logo
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Qualitative data analysis for text, graphical, audio & video

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ATLAS.ti is a qualitative data analysis platform, which allows businesses to analyze content including text, graphics, audio, and video for quality. The platform can be deployed in the cloud or on-premise using Windows, Mac, Android, or iOS devices.

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Wolfram Mathematica logo

Simulation solution for technical computing.

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Wolfram Mathematica is a simulation solution that offers a variety of functions including natural language input, real-world data capabilities, high-powered computation, and more. The platform provides various features such as machine learning, data science, and visualization. Its intuitive interface, predictive suggestions, and rich document organization make it incredibly user-friendly.

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Phocas Software logo

BI and FP&A together for smarter decisions

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Phocas delivers cloud-based BI and FP&A solutions for mid-market distribution, manufacturing and retail businesses. Seamlessly integrating with ERP systems, it simplifies data analysis, streamlines financial planning, and empowers teams to uncover insights, forecast accurately, and drive growth.

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ClicData logo

Data and Business Intelligence platform

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Derive insightful reports and make better data-driven decisions with ClicData’s business intelligence dashboard together with our extensive array of visualization widgets.

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Stata logo
Category Leaders

Unlock insights with powerful data analysis.

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Stata is a complete, integrated statistical software package for data science. It offers a broad suite of statistical features, publication-quality graphics, automated reporting, and Python integration for truly reproducible research. Stata is trusted, reliable, continuously updated, and easy to use, grow with, automate, and extend, making it a powerful tool for data analysis and visualization.

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Alteryx Designer logo

The AI Platform for Enterprise Analytics

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Alteryx enables the preparation, blending and analysis of data using repeatable workflows, facilitating a faster reporting of analytics for deeper BI insights

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TapClicks logo

A Unified Marketing Operations Platform Powered By Your Data

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TapClicks delivers a unified digital marketing services, reporting, and analytics platform built for marketing agencies, media agencies, and enterprises

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