[Home](https://www.selecthub.com/) \> [Business Analytics](https://www.selecthub.com/category/business-analytics/) \> [Data Analytics Software](https://www.selecthub.com/c/data-analytics-software/) \> Alteryx Designer 

Categories:

* [Data Analytics Software](https://www.selecthub.com/c/data-analytics-software/)
* [Business Analytics Tools](https://www.selecthub.com/c/business-analytics-tools/)
* [...](#)

## What Is Alteryx Designer?

**Industry Specialties:** CPG & Retail, Financial Services, Healthcare, Higher Education, Manufacturing, Oil & Gas, Public Sector.

Alteryx Designer is a solution that accelerates the process of data preparation, blending and analysis. It streamlines predictive, statistical and spatial analysis with the help of repeatable workflows, allowing creation and sharing of insights in hours instead of weeks. It has both a code-free and code-friendly interface, providing accessibility to self-service BI, irrespective of skill levels.

  
It is available on its own or as part of a larger comprehensive suite of products that explore, consolidate and analyze data from end-to-end to help identify and solve business problems quickly.

PRICE

$

$

$

$

$

COMPANY SIZE

S

M

L

DEPLOYMENT

PLATFORM

[ Try Before You Buy. Request a Free Demo Today! Request Demo It's completely free! ](https://pmo.selecthub.com/get-product-demo/?category=Data+Analytics+Software&product%5Fname=Alteryx%2BDesigner&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-analytics-software%2Falteryx-designer%2F&product%5Flogo=https%3A%2F%2Fcdn.selecthub.com%2Fproducts%2Ff69041d874533096748e2d77480c1fea-cdb8aeb555e57add783cdd391e2c58cd%2Fresources%2Fnormal%2Flogo.png%3F1693317457) 

[Contributors](#view-contributors) 

![Ritinder Kaur]() Written by Ritinder Kaur Senior Technical Content Writer [ Read Bio](https://www.selecthub.com/author/ritinder-kaur/) 

![Hsing Tseng]() Edited by Hsing Tseng Content Editor [ Read Bio](https://www.selecthub.com/author/hsing-tseng/) 

 User Sentiment i 

![User satisfaction level icon: excellent]() 

Based on 422 reviews:

 Add your rating:

![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]()![Screenshots]() 

 Product Screenshots and Videos

## #19

 Alteryx Designer is ranked #19 in the Data Analytics Software product directory based on the latest available data collected by SelectHub. Compare the leaders with our In-Depth Report.

[ Get the Report Now](https://pmo.selecthub.com/request-custom-scorecard?category%5Fslug=data-analytics-software&product%5Fslug=alteryx-designer&slug=alteryx-designer&product%5Fname=Alteryx+Designer&category=Data+Analytics+Software&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-analytics-software%2Falteryx-designer%2F) 

## Alteryx Designer Pricing

Based on our most recent analysis, Alteryx Designer pricing starts at $4,950 (Annually).

[Get Price Quote](https://pmo.selecthub.com/get-product-pricing/?category=Data+Analytics+Software&product%5Fname=Alteryx%2BDesigner&origin%5Furl=https%3A%2F%2Fwww.selecthub.com%2Fp%2Fdata-analytics-software%2Falteryx-designer%2F&product%5Flogo=https%3A%2F%2Fcdn.selecthub.com%2Fproducts%2Ff69041d874533096748e2d77480c1fea-cdb8aeb555e57add783cdd391e2c58cd%2Fresources%2Fnormal%2Flogo.png%3F1693317457&price=5) 

Price

$

$

$

$

$

 i

Starting From

$4,950

Pricing Model

Annually

Free Trial

Yes ([Request for Free](https://pmo.selecthub.com/free-trial/?product%5Fname=Alteryx+Designer&category=Data+Analytics+Software&product%5Flogo=https://cdn.selecthub.com/products/f69041d874533096748e2d77480c1fea-cdb8aeb555e57add783cdd391e2c58cd/resources/normal/logo.png?1693317457)) 

## Training Resources

 Alteryx Designer is supported with the following types of training:

Documentation

In Person

Live Online

Videos

Webinars

## Support

 The following support services are available for Alteryx Designer:

Email

Phone

Chat

FAQ

Forum

Help Desk

Knowledge Base

Tickets

Training

24/7 Live Support

## Alteryx Designer Benefits and Insights

Why use Alteryx Designer?

### Key differentiators & advantages of Alteryx Designer

* Technical Accessibility: Accessible irrespective of coding knowledge — choose between a code-free or code-based interface. Create code with C++, Python or R languages.
* Reduces Data Preparation Time: Gain more time for critical analysis by speeding up time to insight. Quickly extracts and blends data from an unlimited number of sources.
* Automatic Workflows: Save time and allow analytics to scale — schedule repeatable workflows or refresh them on-demand.
* Alteryx Integration: Extend the value of the solution with a wide range of software from the larger suite as business grows. Integrates natively with Alteryx Server, Alteryx Connect, Alteryx Promote and Alteryx Analytics Gallery.
* Spatial Analytics: Make contextually relevant business decisions with location intelligence and geospatial datasets.
* Predictive Analytics: Leverage the power of visually accessible predictive analytics. Apply machine learning to data sets efficiently, with or without the use of code.
* Free Trial and Demo: Download a free 14-day trial of the full version of the product from the vendor’s website. Or, avail an interactive online demo; try the product for 90 minutes with a guided walkthrough using sample data — no download required.

### Industry Expertise

Alteryx serves over 5,000 customers all over the globe in all industries, including retail, real estate, food and beverages, engineering, manufacturing, marketing and sales, oil and gas, technology, communications, banking, nonprofit organizations, healthcare and hospitality, among many others.

## Alteryx Designer Reviews

Based on our most recent analysis, Alteryx Designer reviews indicate a 'excellent' User Satisfaction Rating of 90% based on 422 user reviews from 5 recognized software review sites.

![User satisfaction level icon: excellent]() 

422 reviews

90%

of users would recommend this product

###  Synopsis of User Ratings and Reviews

Based on an aggregate of Alteryx Designer reviews taken from the sources above, the following pros & cons have been curated by a SelectHub Market Analyst.

#### Pros

* **Data Analysis:** All users who reviewed analytics said that the platform adds value to data through features such as statistical modeling and predictive analysis.
* **Data Processing:** Around 86% of the users who mentioned data processing said that, with a lightweight ETL tool, the solution excels at data wrangling for further analysis.
* **Data Integration:** Citing strong integration with multiple data sources and tools, around 84% of the users said that it works well with big data.
* **Ease of Use:** Approximately 83% of the users who mentioned ease of use said that the platform’s low-code approach, with drag-and-drop functionality, makes the interface user-friendly.
* **Online Community:** The online community is responsive and helpful, according to around 74% of users who discussed support for the platform.
* **Functionality:** With fuzzy matching and join capabilities, the platform is feature-rich and versatile, said approximately 63% of users who discussed functionality.

#### Cons

* **Cost:** In addition to the high cost of licenses, the price of add-ons is limiting, said around 89% of the users who reviewed pricing.
* **Data Visualization:** Around 75% of users who reviewed its presentation capabilities said that with outdated graphics, the platform lags behind other solutions in data visualization.
* **Performance:** The solution is prone to infrequent crashes, especially when processing large amounts of data, as said by 65% of users who discussed performance.
* **Training:** Approximately 54% of the users who reviewed learning said that with the documentation not being up to date with latest features, there is a steep learning curve and training is required.

#### Researcher's Summary:

Alteryx Designer is a data science solution that leverages the power of AI and ML to blend, parse, transform and visualize big business data to promote self-serve analysis of business metrics.

Many users who reviewed data analysis said that the tool performs statistical, spatial and predictive analysis in the same workflow. Most of the users who reviewed data processing said that, with a lightweight ETL tool, the platform has strong data manipulation and modeling efficiencies, though some users said that it can be tricky to use SQL queries. Citing integration with Power BI, Tableau and Python, most of the users said that the tool connects seamlessly to data from databases and files, apps, and third-party data sources, among others, to expand the reach of search-based and AI-driven analytics. Most of the users who discussed ease of use said that the tool is intuitive with drag-and-drop functionality and a well-designed interface, though some users said error handling can be challenging for automated workflows. Most of the users who reviewed support said that online communities are helpful in providing answers to queries. Citing automated workflows, many users said that the tool helps save time, though some users said that these can be overly complex and need improvement.

On the flip side, many users who reviewed pricing said that its expensive licenses and add-ons are cost-prohibitive, and cost per core is high for enterprises looking to scale. A majority of users who reviewed its visualization capabilities said that they need to export data to visually stronger applications, such as Tableau or Power BI, to make the reports presentation-worthy. Citing slow runtimes when executing complex workflows, especially with large datasets, many users said that performance-wise, the solution is prone to infrequent crashes. Most of the users who discussed learning said that with documentation not being in sync with latest releases, training is a must to optimally use the tool.

Overall, Alteryx Designer is a data science tool that, with its low-code approach and strong data wrangling capabilities, makes the journey from data acquisition to data insights seamless and promotes data literacy across organizations, though it might be better suited for medium- to large-sized organizations.

## Key Features

* **No-Code Data Connectivity:** Access all relevant data from a myriad of on-premise and cloud databases, files, apps, social media and third-party sources, including Oracle, Microsoft, Amazon, NoSQL, Google Analytics, Salesforce, spreadsheets and more.
* **Data Preparation and Blending:** Extract, join, filter, group and cleanse data before analysis through a visual platform. Assesses how to blend and improve data to make it analytics-ready by profiling a dataset’s statistical health, quality and completeness.
* **Data Workflows:** Build analytics models and reports through self-service workflow creation. Repeat, automate and refresh as needed.
* **Drag-and-Drop Modeling:** Drag and drop predictive analytics tools with macros and more than 50 prebuilt functions. Build custom models with R or Python coding.
* **Visualytics:** See data in motion throughout the problem-solving process. Instantly validate data results and adjust models by referring to inline visualizations.
* **Spatial Analytics:** Gain location-based insights — i.e. drive time, trade area, spatial matching and point creation — through the platform’s location data blending and spatial analytics tools.
* **Exports to BI Tools:** Enhances data by adding spatial and predictive insights before loading data directly into leading third-party data visualization tools such as Tableau, Microsoft Power BI and Qlik.

  
## Suite Support

Before reaching out to support, go through the online community, blogs, forums and knowledge base, among other resources.

  
The vendor offers three levels of support at different prices: Standard, Advanced and Premium, with varying response times. Advanced and Premium subscribers receive additional benefits such as an unlimited number of support cases, auto-escalation, proactive support service, a dedicated support advisor and access to live support.

  
_mail\_outline_Email: Email support after signing in to the vendor’s community website.

_phone_Phone: Available to Advanced and Premium support subscribers. 

_school_Training:Watch regular live and on-demand webinars on various BI topics on the vendor’s website. Access the Alteryx Academy — an extensive training platform on the vendor’s community website, offering interactive lessons, learning paths, videos, weekly challenges and certification tests. Log in to a customer account for access.

_local\_offer_Tickets:Submit support cases through the vendor’s online case portal.

## Head-to-Head  
 Comparison

![Alteryx Designer Software Tool]() 

vs

* [1010data](https://www.selecthub.com/data-analytics-software/1010data-vs-alteryx-designer/)
* [Adobe Analytics](https://www.selecthub.com/data-analytics-software/adobe-analytics-vs-alteryx-designer/)
* [AnswerRocket](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-answerrocket/)
* [Chartio](https://www.selecthub.com/data-analytics-software/chartio-vs-alteryx-designer/)
* [Chata](https://www.selecthub.com/data-analytics-software/chata-vs-alteryx-designer/)
* [ClicData](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-clicdata/)
* [Cluvio](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-cluvio/)
* [Composable Analytics](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-composable-analytics/)
* [DataBox](https://www.selecthub.com/data-analytics-software/databox-vs-alteryx-designer/)
* [Entrinsik Informer](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-entrinsik-informer/)
* [Google Analytics](https://www.selecthub.com/data-analytics-software/google-analytics-vs-alteryx-designer/)
* [Hypersonix](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-hypersonix/)
* [Inzata](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-inzata/)
* [Kyvos](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-kyvos/)
* [MachEye](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-macheye/)
* [Nugit](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-nugit/)
* [NVivo](https://www.selecthub.com/data-analytics-software/nvivo-vs-alteryx-designer/)
* [Oracle Analytics Cloud](https://www.selecthub.com/data-analytics-software/alteryx-designer-vs-oracle-analytics-cloud/)
* [Qlik Cloud Analytics](https://www.selecthub.com/data-analytics-software/qlik-cloud-analytics-vs-alteryx-designer/)
* [RapidMiner](https://www.selecthub.com/data-analytics-software/rapidminer-vs-alteryx-designer/)
* [Redash](https://www.selecthub.com/data-analytics-software/redash-vs-alteryx-designer/)
* [SAS Viya](https://www.selecthub.com/data-analytics-software/sas-viya-vs-alteryx-designer/)
* [Sisense](https://www.selecthub.com/data-analytics-software/sisense-vs-alteryx-designer/)
* [Sisense For Cloud Data Teams](https://www.selecthub.com/data-analytics-software/sisense-for-cloud-data-teams-vs-alteryx-designer/)
* [Tellius](https://www.selecthub.com/data-analytics-software/tellius-vs-alteryx-designer/)
* [Teradata](https://www.selecthub.com/data-analytics-software/teradata-vs-alteryx-designer/)
* [ThoughtSpot](https://www.selecthub.com/data-analytics-software/thoughtspot-vs-alteryx-designer/)
* [Unsupervised](https://www.selecthub.com/data-analytics-software/unsupervised-vs-alteryx-designer/)

## Awards

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

![User Favorite Award]()

## Similar Products

Here are the most similar products to Alteryx Designer.

[ ManageEngine Analytics Plus ](https://www.selecthub.com/p/data-analytics-software/manageengine-analytics-plus/) 

[ Cluvio ](https://www.selecthub.com/p/data-analytics-software/cluvio/) 

[ Nugit ](https://www.selecthub.com/p/data-analytics-software/nugit/) 

[ Hypersonix ](https://www.selecthub.com/p/data-analytics-software/hypersonix/) 

[ Tellius ](https://www.selecthub.com/p/data-analytics-software/tellius/) 

[ Unsupervised ](https://www.selecthub.com/p/data-analytics-software/unsupervised/) 

[ ibi ](https://www.selecthub.com/p/data-analytics-software/information-builders/) 

[ ThoughtSpot ](https://www.selecthub.com/p/data-analytics-software/thoughtspot/) 

[ Sisense For Cloud Data Teams ](https://www.selecthub.com/p/data-analytics-software/sisense-for-cloud-data-teams/) 

[ NVivo ](https://www.selecthub.com/p/data-analytics-software/nvivo/) 

## About the Contributors

 The following expert team members are responsible for creating, reviewing, and fact checking the accuracy of this content. 

[ ](https://www.selecthub.com/author/ritinder-kaur/) 

 Written by  
[Ritinder Kaur](https://www.selecthub.com/author/ritinder-kaur/) 

Senior Technical Content Writer

Ritinder Kaur is a Senior Technical Content Writer at SelectHub and has ten years of experience writing about B2B software and quality assurance. She has a Masters degree in English language and literature and writes about Business Intelligence and Data Science. Her articles on software testing have been published on Stickyminds.

[See Full Bio](https://www.selecthub.com/author/ritinder-kaur/)

[ ](https://www.selecthub.com/author/hsing-tseng/) 

 Edited by  
[Hsing Tseng](https://www.selecthub.com/author/hsing-tseng/) 

Content Editor

Hsing Tseng is a Content Editor and Senior Market Analyst at SelectHub who writes content on business intelligence software. A Colorado native, she studied Journalism and Asian Studies from the University of Denver and wrote news as a digital producer for FOX31 Denver before traveling abroad for a few years. In her free time, you can find her playing video games, teaching Korean, sipping on sour beers or petting good dogs.

[See Full Bio](https://www.selecthub.com/author/hsing-tseng/)

 Your review has been submitted  
and should be visible within 24 hours.

Review Title 

Pros 

Cons 

Overall feedback 

Your name 

Your job title 

Industry

[ Choose your main industry](javascript:void%28%29) 

* [Accounting / CPA](javascript:void%28%29)
* [Advertising](javascript:void%28%29)
* [Aerospace & Defense](javascript:void%28%29)
* [Agriculture](javascript:void%28%29)
* [Apparel](javascript:void%28%29)
* [Architecture](javascript:void%28%29)
* [Auto Dealership](javascript:void%28%29)
* [Automotive](javascript:void%28%29)
* [Banking & Financial Services](javascript:void%28%29)
* [Banking & Mortgage](javascript:void%28%29)
* [Chemicals](javascript:void%28%29)
* [Construction & Engineering](javascript:void%28%29)
* [Construction / Contracting](javascript:void%28%29)
* [Consulting](javascript:void%28%29)
* [Consumer Products](javascript:void%28%29)
* [Distribution](javascript:void%28%29)
* [E-commerce](javascript:void%28%29)
* [Education](javascript:void%28%29)
* [Electronics](javascript:void%28%29)
* [Energy & Utilities](javascript:void%28%29)
* [Federal Government](javascript:void%28%29)
* [Field Maintenance](javascript:void%28%29)
* [Food & Beverage](javascript:void%28%29)
* [Healthcare / Social Services](javascript:void%28%29)
* [Hospitality / Gaming / Travel](javascript:void%28%29)
* [Human Resources](javascript:void%28%29)
* [Industrial Machinery](javascript:void%28%29)
* [Information Technology & High Tech](javascript:void%28%29)
* [Insurance](javascript:void%28%29)
* [Legal](javascript:void%28%29)
* [Maintenance / Field Service](javascript:void%28%29)
* [Manufacturing](javascript:void%28%29)
* [Marketing Services](javascript:void%28%29)
* [Media & Communications / Entertainment](javascript:void%28%29)
* [Mill Products](javascript:void%28%29)
* [Mining / Metals](javascript:void%28%29)
* [Mortgage](javascript:void%28%29)
* [Non-Profit](javascript:void%28%29)
* [Not Available](javascript:void%28%29)
* [Oil & Gas](javascript:void%28%29)
* [Other](javascript:void%28%29)
* [Other Services](javascript:void%28%29)
* [Payroll Provider](javascript:void%28%29)
* [Pharmaceuticals](javascript:void%28%29)
* [Professional Employer Organization](javascript:void%28%29)
* [Professional Services](javascript:void%28%29)
* [Property Management](javascript:void%28%29)
* [Public Sector](javascript:void%28%29)
* [Real Estate](javascript:void%28%29)
* [Recruiting Agency](javascript:void%28%29)
* [Religious Institutions](javascript:void%28%29)
* [Retail](javascript:void%28%29)
* [Sales & Marketing](javascript:void%28%29)
* [Semiconductors](javascript:void%28%29)
* [Software / IT](javascript:void%28%29)
* [Sports and Recreation](javascript:void%28%29)
* [Staffing Agency](javascript:void%28%29)
* [State & Local Government](javascript:void%28%29)
* [Telecommunications](javascript:void%28%29)
* [Third-Party Administrator](javascript:void%28%29)
* [Transportation & Logistics](javascript:void%28%29)
* [Wholesale Distribution](javascript:void%28%29)

Company Size

[ Choose your company size](javascript:void%28%29) 

* [1 employee](javascript:void%28%29)
* [2 to 9 employees](javascript:void%28%29)
* [10 - 19 employees](javascript:void%28%29)
* [20 - 49 employees](javascript:void%28%29)
* [50 - 99 employees](javascript:void%28%29)
* [100 - 499 employee](javascript:void%28%29)
* [500 - 999 employees](javascript:void%28%29)
* [1,000 - 2,499 employees](javascript:void%28%29)
* [2,500 - 4,999 employees](javascript:void%28%29)
* [5,000 - 9,999 employees](javascript:void%28%29)
* [10,000 - 24,999 employees](javascript:void%28%29)
* [25,000 - 49,999 employees](javascript:void%28%29)
* [50,000 + employees](javascript:void%28%29)

```json
{
              "@context": "https://schema.org",
              "@type": "BreadcrumbList",
              "itemListElement": [
              {
                "@type": "ListItem",
                "position": 1,
                "name": "Home",
                "item": "https://www.selecthub.com/"
              }, 
              {
                "@type": "ListItem",
                "position": 2,
                "name": "Business Analytics",
                "item": "https://www.selecthub.com/category/business-analytics/"
              }, 
              {
                "@type": "ListItem",
                "position": 3,
                "name": "Data Analytics Software",
                "item": "https://www.selecthub.com/c/data-analytics-software/"
              }, 
              {
                "@type": "ListItem",
                "position": 4,
                "name": "Alteryx Designer"
              }
            ]
          }
{
          "@context": "http://schema.org",
          "@type": "SoftwareApplication",
          "name": "Alteryx Designer",
          "description": "Alteryx Designer is a solution that accelerates the process of data preparation, blending and analysis. It streamlines predictive, statistical and spatial analysis with the help of repeatable workflows, allowing creation and sharing of insights in hours instead of weeks. It has both a code-free and code-friendly interface, providing accessibility to self-service BI, irrespective of skill levels.



It is available on its own or as part of a larger comprehensive suite of products that explore, consolidate and analyze data from end-to-end to help identify and solve business problems quickly.", 
          "review": {
            "@type": "Review",
            "author": {
              "@type": "Person",
              "name": "SelectHub",
              "reviewBody": "Alteryx Designer is a data science solution that leverages the power of AI and ML to blend, parse, transform and visualize big business data to promote self-serve analysis of business metrics.
Many users who reviewed data analysis said that the tool performs statistical, spatial and predictive analysis in the same workflow. Most of the users who reviewed data processing said that, with a lightweight ETL tool, the platform has strong data manipulation and modeling efficiencies, though some users said that it can be tricky to use SQL queries. Citing integration with Power BI, Tableau and Python, most of the users said that the tool connects seamlessly to data from databases and files, apps, and third-party data sources, among others, to expand the reach of search-based and AI-driven analytics. Most of the users who discussed ease of use said that the tool is intuitive with drag-and-drop functionality and a well-designed interface, though some users said error handling can be challenging for automated workflows. Most of the users who reviewed support said that online communities are helpful in providing answers to queries. Citing automated workflows, many users said that the tool helps save time, though some users said that these can be overly complex and need improvement.
On the flip side, many users who reviewed pricing said that its expensive licenses and add-ons are cost-prohibitive, and cost per core is high for enterprises looking to scale. A majority of users who reviewed its visualization capabilities said that they need to export data to visually stronger applications, such as Tableau or Power BI, to make the reports presentation-worthy. Citing slow runtimes when executing complex workflows, especially with large datasets, many users said that performance-wise, the solution is prone to infrequent crashes. Most of the users who discussed learning said that with documentation not being in sync with latest releases, training is a must to optimally use the tool.
Overall, Alteryx Designer is a data science tool that, with its low-code approach and strong data wrangling capabilities, makes the journey from data acquisition to data insights seamless and promotes data literacy across organizations, though it might be better suited for medium- to large-sized organizations."
            }
          },
              
            "image": "https://cdn.selecthub.com/products/f69041d874533096748e2d77480c1fea-cdb8aeb555e57add783cdd391e2c58cd/resources/normal/logo.png?1693317457",
            "aggregateRating": {
              "@type": "AggregateRating",
              "ratingValue": "90",
              "bestRating": "100",
              "worstRating": "1",
              "ratingCount": "422"
            }, 
            "offers": {
              "@type": "Offer",
              "priceSpecification": {
                "@type": "priceSpecification",
                "price": "4950",
                "priceCurrency": "USD"
              }
            },
              "positiveNotes": {
                "@type": "ItemList",
                "itemListElement": [  
                  {
                      "@type": "ListItem",
                      "position": 1,
                      "name": "Data Analysis: All users who reviewed analytics said that the platform adds value to data through features such as statistical modeling and predictive analysis."
                    },
                     
                  {
                      "@type": "ListItem",
                      "position": 2,
                      "name": "Data Processing: Around 86% of the users who mentioned data processing said that, with a lightweight ETL tool, the solution excels at data wrangling for further analysis."
                    },
                     
                  {
                      "@type": "ListItem",
                      "position": 3,
                      "name": "Data Integration: Citing strong integration with multiple data sources and tools, around 84% of the users said that it works well with big data."
                    }
                ]
              },
              "negativeNotes": {
                "@type": "ItemList",
                "itemListElement": [  
                  {
                    "@type": "ListItem",
                    "position": 1,
                    "name": "Cost: In addition to the high cost of licenses, the price of add-ons is limiting, said around 89% of the users who reviewed pricing."
                    },
                     
                  {
                    "@type": "ListItem",
                    "position": 2,
                    "name": "Data Visualization: Around 75% of users who reviewed its presentation capabilities said that with outdated graphics, the platform lags behind other solutions in data visualization."
                    },
                     
                  {
                    "@type": "ListItem",
                    "position": 3,
                    "name": "Performance: The solution is prone to infrequent crashes, especially when processing large amounts of data, as said by 65% of users who discussed performance."
                    }
                ]
              },
          "applicationCategory": "Data Analytics Software"
        }
```
