# Category Compare: Data Analysis vs. Statistical Analysis | Capterra > We define and compare data analysis vs. statistical analysis software so you can determine which tool is right for your business. Source: https://www.capterra.com/resources/data-analysis-vs-statistical-analysis --- Data and AnalyticsStrategy & Operations # Category Compare: Data Analysis vs. Statistical Analysis By Preksha Buttan Preksha Buttan Writer Experience I am a writer at Capterra, where I've been providing expert insights to help small businesses find the right software solutions since Janua... [See bio & all articles](https://www.capterra.com/resources/author/pbuttan/) Published June 28, 2022 3 min read Table of Contents - [What is data analysis software?](#what-is-data-analysis-software) - [What is statistical analysis software?](#what-is-statistical-analysis-software) - [What do they have in common?](#what-do-they-have-in-common) - [Data analysis software features](#data-analysis-software-features) - [Statistical analysis software features](#statistical-analysis-software-features) - [Which tool is right for you?](#which-tool-is-right-for-you) - [3 top-rated data analysis and statistical analysis software](#3-top-rated-data-analysis-and-statistical-analysis-software) ## In this report, we define and compare data analysis software and statistical analysis software so you can decide which tool is better suited for your needs. Both data analysis and statistical analysis software solutions have common business applications, i.e., solving business queries by deriving insights from data. However, to do so, the former establishes a relationship between data points, and the latter uses mathematical models. Despite having a common goal, the tools’ different methods of dealing with data set them apart. In this report, we'll identify the similarities and differences between the two software categories and help you select the right one for your business requirements. ## What is data analysis software? A data analysis tool enables users to analyze and visualize data. This tool cleans and processes raw data sets, establishes a relationship between data points, and identifies trends in order to present actionable insights and support data-driven business decision-making. Data analysis software can perform various types of data analytics, such as descriptive analysis, diagnostic analysis, predictive analysis, and prescriptive analysis. Since this software category is capable of providing real-time results, it can be used for on-the-spot decision-making. ## What is statistical analysis software? Statistical analysis software allows organizations to take full advantage of the data they possess to uncover business opportunities and increase revenue. It includes specialized solutions designed to work with particular statistical languages, such as Python and R, as well as more general applications that automate various data-manipulating operations, such as power analyses and data visualization. The two major branches of statistical analysis are descriptive statistics and inferential statistics. The former describes the properties of sample data such as what has happened over a given period while the latter uses properties drawn from descriptive statistics to test hypotheses and make conclusions. ## What do they have in common? Both data analysis and statistical analysis software solutions are used to explore and analyze data sets. They both offer functionality for data collection and cleaning. Since both of them are a component of one another, a data analyst or a data scientist understands statistical tools, and a statistician has an understanding of programming languages such as R as well. ## Data analysis software features ## Statistical analysis software features ## Which tool is right for you? Data analysis software solutions are right for you if you have a vast amount of data. These solutions inspect, clean, model, and present that data in a comprehensible manner for easy understanding of non-technical users. They use machine learning (ML), artificial intelligence (AI), and automation to translate complex data into readable information. Go for statistical analysis solutions if you have a limited amount of data or a small sample size. To process this data, the tools in this category use theories based on mathematics such as differential and integral calculus, linear algebra, etc. The question now is: Which _specific_ tool is right for your business? To start your search, head over to our [data analysis software](https://www.capterra.com/data-analysis-software/) or [statistical analysis software](https://www.capterra.com/statistical-analysis-software/) pages. There you’ll find a sortable list of products, software reviews from verified users, and comprehensive buyers guides. **If you wish to narrow down your search to only the most popular and highest-rated solutions, visit Capterra’s Shortlist report for the top** [**data analysis tools**](https://www.capterra.com/data-analysis-software/#shortlist) **and** [**statistical analysis tools**](https://www.capterra.com/statistical-analysis-software/#shortlist)**, based on an analysis of thousands of user reviews.** ## 3 top-rated data analysis and statistical analysis software These three products, listed in alphabetical order, are among the top-rated in both software categories. #### Trial/Free Version - Free Trial - Free Version #### Device Compatibilty \* Analysis Accurate as of date of publication #### Trial/Free Version - Free Trial - Free Version #### Device Compatibilty \* Analysis Accurate as of date of publication #### Trial/Free Version - Free Trial - Free Version #### Device Compatibilty \* Analysis Accurate as of date of publication _Note: Reviews and rating data in the product cards are as of June 17, 2022. New reviews may have been added since the publication of this article, so the review data in this piece may not reflect current conditions._ _The products in the category comparison images are examples to show a feature in context and are not intended as endorsements or recommendations by Capterra. They have been obtained from sources believed to be reliable at the time of publication._ * * * ## Capterra's 2026 Software Buying Trends Report ### Download our 2026 Software Buying Trends Report to see how successful software adopters avoid disappointment and how your business can, too. * * * Methodology To be included in the top-rated list, the products must: Sources 1. Be listed under Capterra’s 2022 Shortlist reports for [data analysis](https://www.capterra.com/data-analysis-software/#shortlist) and [statistical analysis software](https://www.capterra.com/statistical-analysis-software/#shortlist). Learn more about the Capterra Shortlist methodology [here](https://www.capterra.com/resources/research-methodologies/). 2. Meet our software market definition for data analysis and statistical analysis software: **Data analysis:** _“Data analysis tools enable users to analyze and visualize data in order to identify trends and correlations with the goal of supporting decision making.”_. **Statistical analysis:** _“Statistical analysis software allows organizations to take full advantage of the data they possess to uncover business opportunities and increase revenue. Statistical analysis software includes specialized solutions designed to work with particular statistical languages as well as more general applications that automate various data-manipulating operations, such as power analyses and data visualization.”_ * * * Looking for Statistical Analysis software?Check out Capterra's list of the [best Statistical Analysis software](https://www.capterra.com/statistical-analysis-software/) solutions. ### Was this article helpful? * * * ## About the Author [### Preksha Buttan](https://www.capterra.com/resources/author/pbuttan/) Preksha Buttan is a writer at Capterra. 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