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Top Rated Data Analysis Software with Reporting & Statistics in 2025
All user reviews are verified by in-house moderators and provider data by our software research team. Learn more
Last updated: April 2025
Reporting and statistics in data analysis software generate visual representations, track key metrics, and identify trends, enabling informed decision-making and goal setting. They simplify complex data analysis and support strategic planning. Our reviewers in data analysis software rated this feature as highly important.
3 Best Data Analysis Software with Reporting & Statistics
- Google Analytics 360
- Microsoft Power BI
- Tableau
See other top Data Analysis products with reporting & statistics
How we picked the 3 top rated products
We chose the high-performing solutions on this list based on verified user ratings on our site. Depending on available data, qualifying products either had to be among the most user-reviewed or the most searched-for products in the data analysis software category. They also needed to have sufficient reviews about reporting & statistics, have a minimum user rating of 3 out of 5 for that feature, and show evidence of U.S. market presence. We then added a distinction for the product with the highest rating for reporting & statistics based on our proprietary ratings and reviews. Sponsorship or client status has no influence on the selection of these products, but it may impact the order in which products appear.
Details for the 3 best products
User insights about the reporting & statistics feature
Reviewers appreciate Google Analytics 360's comprehensive and detailed reporting & statistics capabilities. They find it valuable for understanding customer behavior, tracking marketing campaigns, and making data-driven decisions. Users report that the tool provides accurate and real-time statistics, with customizable reports and visual tools like graphs. However, some users mention difficulties with organic reporting stats and the complexity of custom reports. Overall, they highlight the tool's ease of use and its ability to save time by generating insightful reports quickly.Data Analysis key features coverage
Google Analytics 360 offers 5 out of the 5 key features for Data Analysis software identified by reviewers:
Pros and cons based on 8,128 verified reviews
73% of users rated Google Analytics 360 5 out of 5 stars, while 0% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 8,128 reviews and identified the topics where users expressed positive and negative sentiment.
Pros:
Actionable website insights
Comprehensive marketing analytics
Detailed audience insights
In-depth website traffic analysis
Enhanced website performance tracking
Cons:
Complex navigation
Challenging user experience
Confusing user interface
Steep learning curve
Insufficient beginner tutorials
Pricing
Free version:Available|Free trial:Not available
Prices may vary depending on the number of users and features.
User insights about the reporting & statistics feature
Reviewers highlight Microsoft Power BI's robust reporting & statistics capabilities, noting its advanced statistical functions and ease of creating visual reports. They appreciate the tool's ability to integrate with programming languages like Python and R for complex analysis. Users find the customizable reports, dashboards, and visualizations helpful for understanding trends and making informed decisions. They also mention the tool's efficiency in generating accurate and real-time data, though some users note it may be more accessible to power users.
Eric Rutere
Data Analyst
Data Analysis key features coverage
Microsoft Power BI offers 4 out of the 5 key features for Data Analysis software identified by reviewers:
Pros and cons based on 1,798 verified reviews
63% of users rated Microsoft Power BI 5 out of 5 stars, while 1% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 1,798 reviews and identified the topics where users expressed positive and negative sentiment.
Pros:
Powerful analytical tools
Seamless Microsoft integration
Comprehensive data analysis
Versatile chart options
Advanced visualization tools
Cons:
Challenging problem solving
Slow performance with large datasets
Complex user navigation
Difficult Excel formula integration
Steep learning curve
Pricing
Starting price:$10 per user/per month|Free version:Available|Free trial:Not available
Prices may vary depending on the number of users and features.
User insights about the reporting & statistics feature
Reviewers indicate that Tableau's reporting & statistics capabilities are detailed and insightful, allowing for effective data analysis and visualization. They appreciate the ease of creating reports, the ability to perform complex calculations, and the variety of filters and dashboards available. Users find the tool helpful for validating data, predicting trends, and communicating data-driven insights. They also mention that Tableau's user-friendly format and visual aids make it easier to understand and present data.
Sonaj Pawar
Business Analyst
Eric Rutere
Data Analyst
Data Analysis key features coverage
Tableau offers 5 out of the 5 key features for Data Analysis software identified by reviewers:
Pros and cons based on 2,328 verified reviews
62% of users rated Tableau 5 out of 5 stars, while 1% gave it 1 or 2 stars. To determine these pros and cons insights we analyzed 2,328 reviews and identified the topics where users expressed positive and negative sentiment.
Pros:
Comprehensive data visualization
Diverse visualization techniques
Intuitive drag-and-drop interface
Enhanced team collaboration
Versatile chart creation
Cons:
Slow performance with large datasets
High licensing costs
Frequent and problematic updates
High cost compared to competitors
Complicated data filtering
Pricing
Starting price:$15 per user/per month|Free version:Available|Free trial:Available
Prices may vary depending on the number of users and features.
Other Top Rated Data Analysis Software with Reporting & Statistics in 2025
Key features for Data Analysis software
Based on GetApp's analysis of verified user reviews collected between July, 2021 and August, 2024
- Reporting/Analytics: Reviewers highlight the advanced tools for tracking key performance indicators, generating actionable insights, and automating report creation for data-driven decisions. 94% of reviewers rated this feature as important or highly important.
- Data Visualization: Users appreciate the ability to create interactive and intuitive visualizations, transforming complex datasets into meaningful insights with customizable and pre-built charts. 91% of reviewers rated this feature as important or highly important.
- Data Import/Export: Reviewers like the seamless import and export of data in various formats, enabling easy integration with external tools and enhancing data analysis capabilities. 89% of reviewers rated this feature as important or highly important.
- Performance Metrics: Reviewers emphasize the importance of tracking performance metrics to evaluate website and marketing effectiveness, aiding in optimization and strategic decisions. 89% of reviewers rated this feature as important or highly important.
- Data Connectors: Users find the integration with multiple data sources valuable, facilitating comprehensive analysis and providing a unified view of data for better decision-making. 88% of reviewers rated this feature as important or highly important.