RStudio vs Chartio

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Our analysts compared RStudio vs Chartio based on data from our 400+ point analysis of Business Intelligence Tools, user reviews and our own crowdsourced data from our free software selection platform.

Chartio Software Tool

Product Basics

RStudio is an integrated development environment suite for the R programming language, synthesizing coding tools into one software tool for easier advanced data processing. Using in-memory processing, it is capable of parsing big data through integrations and connections.

It is available in both open-source and commercial formats, with extra features available in the paid edition includes more sophisticated collaboration and security efforts. The free version is capable of end-to-end analytics, from API connectivity and data ingestion to visualization creation and distribution. It can be deployed standalone or on a web browser through connection to RStudio Server.
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Chartio (acquired by Atlassian) was a cloud-based data analytics solution founded with the mission to make data accessible to anyone. It allows users to blend and process data from numerous sources into a single operational database and write queries through a drag-and-drop visual SQL interface. Via self-service analysis, it empowers users to discover actionable insights that provide answers to their questions. Its data visualizations and interactive dashboards help drive data-informed decision making.

It is available on a per-user monthly subscription basis, with three tiers of pricing: Startup, Growth and Premium.
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Product Insights

  • Open-Source or Commercial: Create visualizations and reports from data analysis scripts with the open-source version. Access more advanced features, including deeper security and support with the paid version.
  • Streamlined R Programming: Execute code directly from the source editor by integrating the tools being used into one interface. Supports Git and Subversion for more advanced code writing needs.  
  • Advanced Data Analysis: Investigate trends on a big data scale via integrations for distributed processing, data modeling and predictive analysis. Develop deep analytical insights through R, the premier statistics coding language. 
  • Proprietary R Packages: Get sophisticated ready-to-install R packages comparable with machine learning frameworks to ingest, store, analyze and consume data.  
  • Data Visualization: Easily digest analyzed data through out-of-the-box and integrated visualizations and data consumption deployment vessels using Shiny and ggvis. Create interactive dashboards and charts with drill-down capabilities. 
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  • Make Data Accessible to All: Unlocks data analysis for everyone in an organization through an intuitive interface, interactive dashboards and a free self-learning library of resources. Reduce reliance on analysts or engineers with do-it-yourself access.
  • Get Connected in Minutes: Connect to unlimited sources within minutes and have the platform visualizing data within hours. 
  • Empower Data Teams: Analysts with technical knowledge can focus their time and efforts on building complex models and writing scripts instead of pulling basic reports for their managers. 
  • Speedy SQL: Write and edit queries faster than by manual input within the visual SQL interface. Set up repeatable workflows to speed up analysis, resulting in accelerated time to insight.
  • Improve Collaboration: Fosters teamwork around data — chat on dashboards, easily embed or send insights that are designed to be shared with others and spark conversations to align teams and clarify goals.
  • Security: Built with security in mind at every step, with SOC 2, HIPAA, Privacy Shield and GDPR certifications. Encrypts all data at rest and in flight, using industry-standard HTTPS to keep data safe and secure. Manage data access through secure login with Google Apps, SAML compatibility and role-based permissions for granular control. 
  • Scalability: Draw, blend and analyze data from wherever it lives and connect to as many sources as needed as the company grows. Scale up or down with a flexible pricing model — pay for exactly what is necessary.
  • Expert Support: Take advantage of an abundance of resources available both on the vendor’s website and through their support team, with extensive documentation and on-demand training sessions.
  • Free Trial: Sign up for a 14-day free trial to try it out for free.
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  • Source Editor: Develop programs in a single console window by synthesizing and integrating all tools in use. Highlight syntax, define functions and complete code in the console.  
  • Web Applications: Publish applications, dashboards and documents to the web with the internally-developed Shiny Server R package. 
  • Flexdashboard: Develop interactive dashboards with JavaScript visualizations, with support for HTML widgets, with this R package. 
  • Launcher: Launch R and Python processes remotely or submit R scripts to compute clusters like SLURM or Kubernetes. 
  • REST API Creation: Develop web API connections with the plumber R package — with as little as a single line of code. 
  • Spark Integration: Integrate seamlessly with Apache Spark to achieve big data analytics through distributed processing and leverage its machine learning capabilities to run more advanced queries.  
  • RStudio Connect: Publish statistical data analyses in the form of visually impactful visualizations, synthesizing all the aforementioned publishing features into one interface.  
  • Data Modeling and Prediction: Powers predictive and prescriptive analytics via connectivity to TensorFlow. Improves the product’s own data modeling capabilities via Tidymodels R package. 
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  • Data Connectivity: Integrates directly with most major sources, including Amazon Redshift, Google BigQuery, Google Sheets, MySQL, PostgreSQL, Snowflake, Amazon Athena, Amazon Aurora, Amazon RDS, CSV file uploads, Microsoft Azure, Microsoft SQL Server, Oracle and more. Databases remain secure as the solution maintains read-only access either through direct, encrypted cloud connections or SSH tunneled connections to cloud, hybrid or on-premise environments.
  • Data Blending: Draws data from multiple data sources to a single central database without altering the source data.
  • Visual SQL: Anyone can have the power of an analyst and form SQL queries with an intuitive drag-and-drop interface — no coding necessary. Explore, transform and visualize data. Makes data analysis more accessible for all while making more complex SQL analysis easier for pros, who can toggle to the raw text-based SQL editor at any point.
  • Data Visualizations: Build visually appealing charts and graphics that identify trends, patterns and outliers within datasets. Customize visualizations in any way, with chart options including area charts, bubble maps, bar charts, line charts, maps, pie charts, funnel charts, scatter plots, tables and more. 
  • Auto Chart Wand: Click the wand icon to auto-select the most suitable chart type for the data. 
  • Customizable Dashboards: Design interactive dashboards that provide the perfect portal for all crucial metrics in one place. Customize the layout and details of dashboards, and then save these styles as custom themes for other team members to use — or select from a variety of pre-set options.
  • Intuitive Data Exploration: Hover over charts to explore metrics, click on charts to drill down into filters and scroll around a dashboard to engage with visualizations. Dig deeper with slice and dice filters, sorting options and search capabilities. 
  • Snapshots: Automatically saves a PDF copy of selected dashboards at pre-set daily times. Travel through time to review historical data, track how metrics have changed and save information, maintaining accurate records for audits.
  • Comment on Dashboards: Invite teammates to join dashboards and control their level of editing access. Discuss insights, exchange feedback or request help through inline commenting and mention tagging, without leaving dashboards. Stay informed of new replies and mentions through email notifications and in-app alerts.
  • Sharing Options: Embed a real-time interactive version of a dashboard into other applications or sites with a customizable code snippet. Share dashboards via scheduled email alerts or download them in various file formats like PDF, PNG or SVG for optimal sharing and collaboration. Connect to Slack and share insights directly to team channels or conversations.
  • Alerts: Schedule a query to run at designated intervals and if the value returned meets a specified threshold, designate an email alert to send to any party, licensed or not. Integrate alerts with email, third-party automation software, or slack. 
  • Permissions: Establish teams for each department — for example, sales, marketing, support, etc. — and assign permissions for dashboards and data sources to the entire group. Manage permissions on an even more granular level, down to a per-user basis.
  • Data Connectivity: Integrates directly with most major sources, including Amazon Redshift, Google BigQuery, Google Sheets, MySQL, PostgreSQL, Snowflake, Amazon Athena, Amazon Aurora, Amazon RDS, CSV file uploads, Microsoft Azure, Microsoft SQL Server, Oracle and more. Databases remain secure as the solution maintains read-only access either through direct, encrypted cloud connections or SSH tunneled connections to cloud, hybrid or on-premise environments.
  • Data Blending: Draws data from multiple data sources to a single central database without altering the source data.
  • Visual SQL: Anyone can have the power of an analyst and form SQL queries with an intuitive drag-and-drop interface — no coding necessary. Explore, transform and visualize data. Makes data analysis more accessible for all while making more complex SQL analysis easier for pros, who can toggle to the raw text-based SQL editor at any point.
  • Data Visualizations: Build visually appealing charts and graphics that identify trends, patterns and outliers within datasets. Customize visualizations in any way, with chart options including area charts, bubble maps, bar charts, line charts, maps, pie charts, funnel charts, scatter plots, tables and more. 
  • Auto Chart Wand: Click the wand icon to auto-select the most suitable chart type for the data. 
  • Customizable Dashboards: Design interactive dashboards that provide the perfect portal for all crucial metrics in one place. Customize the layout and details of dashboards, and then save these styles as custom themes for other team members to use — or select from a variety of pre-set options.
  • Intuitive Data Exploration: Hover over charts to explore metrics, click on charts to drill down into filters and scroll around a dashboard to engage with visualizations. Dig deeper with slice and dice filters, sorting options and search capabilities. 
  • Snapshots: Automatically saves a PDF copy of selected dashboards at pre-set daily times. Travel through time to review historical data, track how metrics have changed and save information, maintaining accurate records for audits.
  • Comment on Dashboards: Invite teammates to join dashboards and control their level of editing access. Discuss insights, exchange feedback or request help through inline commenting and mention tagging, without leaving dashboards. Stay informed of new replies and mentions through email notifications and in-app alerts.
  • Sharing Options: Embed a real-time interactive version of a dashboard into other applications or sites with a customizable code snippet. Share dashboards via scheduled email alerts or download them in various file formats like PDF, PNG or SVG for optimal sharing and collaboration. Connect to Slack and share insights directly to team channels or conversations.
  • Alerts: Schedule a query to run at designated intervals and if the value returned meets a specified threshold, designate an email alert to send to any party, licensed or not. Integrate alerts with email, third-party automation software, or slack. 
  • Permissions: Establish teams for each department — for example, sales, marketing, support, etc. — and assign permissions for dashboards and data sources to the entire group. Manage permissions on an even more granular level, down to a per-user basis.
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Product Ranking

#20

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#43

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Business Intelligence Tools

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User Sentiment Summary

Excellent User Sentiment 700 reviews
Great User Sentiment 343 reviews
90%
of users recommend this product

RStudio has a 'excellent' User Satisfaction Rating of 90% when considering 700 user reviews from 5 recognized software review sites.

89%
of users recommend this product

Chartio has a 'great' User Satisfaction Rating of 89% when considering 343 user reviews from 5 recognized software review sites.

5.0 (12)
5.0 (11)
4.5 (485)
4.5 (246)
n/a
4.6 (34)
4.6 (89)
n/a
4.4 (43)
4.4 (5)
4.4 (71)
3.9 (47)

Awards

RStudio stands above the rest by achieving an ‘Excellent’ rating as a User Favorite.

User Favorite Award

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Synopsis of User Ratings and Reviews

Data analysis: Around 96% of users who reviewed data analysis said that the platform had strong machine learning and data analysis capabilities.
Functionality: Approximately 86% of users who mentioned functionality said that the tool had a wide range of powerful features for efficient data visualization and analysis.
Ease of Use: The interface was user-friendly and easily navigable, according to 74% of users who reviewed this feature.
Cost: About 93% of users who mentioned pricing said that the open source version of the platform was a definite plus.
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Data Analysis: All of the users who reviewed this platform for data analysis said that it delivers valuable, accurate insights and a variety of options for digging deeper.
Ease of Use: Of the reviews which mentioned ease of use, more than 88% said that this is an excellent tool for non-technical users, with an intuitive user interface.
Data Visualization: About 80% of users who reviewed this feature said that the solution does a good job of visualizing data and metrics to facilitate easy understanding.
Navigation: It is easy to navigate through different tools and options in the system; as observed by 60% of users who talked about navigation.
Collaboration: Of the reviews which referenced its sharing and collaboration features, more than 91% said it excels in bringing users together and empowering a data-driven culture.
Short Learning Curve: According to 82% of users who reviewed its learning curve, this solution is quick and easy to pick up, especially thanks to the resources provided by the vendor.
Support: Support is both helpful and proactive, and the vendor incorporates feedback into future updates, according to 88% of users who reviewed their support offerings.
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Performance: The tool used up a lot of memory and slowed down when processing large amounts of data, around 88% of users who mentioned its performance said.
Steep Learning Curve: Approximately 73% of users said that it was challenging to work with the platform without previous knowledge of R and that the syntax was difficult to learn.
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Speed: Of the users who mentioned its speed, approximately 83% said that it loads too slowly, with timeouts for especially large queries.
Price: About 63% of users who reviewed its cost said that it’s too expensive, especially when adding the embedding feature to their plan.
No Mobile App: All of the users looking for a mobile app said that there currently is no application for mobile devices available.
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RStudio is a powerful web- and cloud-based BI platform with excellent statistical analysis and data science capabilities. Integrating with cloud computing technologies, the platform has good machine learning capabilities to power data analysis by providing a wide range of features for data recovery, presentation and interpretation. It provides rich built-in visualization libraries with pre-set charts and functions that drastically reduce the need to code. Many users who reviewed its UI said that the interface was user-friendly and easy to navigate, though some users said that it looked dated and could do with an upgrade. Quite a few users who reviewed the platform for data analysis said that it was easy to run statistical and regression tests with minimal coding, and coupled with an open-source server, this platform served their data needs well. On the flip side, many users who reviewed the tool for performance said that it consumes a lot of memory and lags behind its competitors in speed. Quite a lot of users mentioned that the platform could be buggy at times and was prone to crashes, possibly because some libraries were not optimized for performance with large datasets. Many users found it confusing to access the open-source version, especially since separate versions of the platform work differently with some library packages. Some users complained that the code run, once started, could not be stopped and the stop button on the interface didn’t work. A majority of users who reviewed the learning curve as a feature said that the help section was difficult to understand and previous knowledge of R was required to leverage the tool to its fullest. In summary, RStudio is a versatile and extensible BI tool powered by machine learning and is capable of insightful statistical data analysis and forecasting capabilities.

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Chartio is a SaaS BI tool that rates quite highly with its user base, thanks to a myriad of unique benefits and features that help companies save time and increase productivity. Most significantly, many reviews focused on its ease of use — not only is the platform user-friendly and intuitive, with a clean, drag-and-drop interface, but it’s also designed to help users build SQL queries without coding knowledge. Easy to pick up, it’s also easy to master, with a remarkably short learning curve due to built-in tools and tips, as well as an abundance of vendor-provided documentation, online resources and proactive customer support. Many users reported that this tool increased organization-wide data literacy and reduced reliance on their IT, R&D and analyst departments by providing truly self-service BI. In addition, it facilitates smooth collaboration and painless sharing of insights. Users also praised its data analysis functionality, which gives insight into overarching trends while inviting deeper exploration at a granular level through flexible filters, slice-and-dice tools and drill-down capabilities. This tool’s data visualization and dashboarding features, while lacking in some customization compared to competitors, help users track KPIs and see metrics from all of their data sources in one place. However, some reviews mentioned that this solution suffers from slow loading times and refresh rates, especially with larger data sets. Another con cited by several users is its cost: while some say that it’s affordable, others say that it’s too expensive for what it provides and that the price hike associated with adding embedding to pricing plans is too high. For businesses specifically looking for a mobile app, this tool may not be the right fit, as there is currently no mobile app. Though it lacks some advanced features needed by power users or provided by other alternatives, some reviews said that this is a trade-off for its ease of use with business users. Overall, Chartio is a great fit for businesses seeking to empower all their employees with data-driven decision making and encourage them to discover their own insights, while reducing the burden on their IT department.

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