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Business intelligence & analytics

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Tableau Features

Features Summary

Functionality

4.5

/5

2.2K

Total features

135

22 categories

Tableau features

A/B Testing
AI/Machine Learning
API
Access Controls/Permissions
Activity Dashboard
Ad hoc Analysis
Ad hoc Query
Ad hoc Reporting

Common features of Data Visualization software

API
Access Controls/Permissions
Activity Dashboard
Ad hoc Query
Ad hoc Reporting
Collaboration Tools
Customizable Branding
Customizable Dashboard

Price starts from

75

/user

Per month

Pricing options
Free plan
Subscription
Free trial

Screenshots

Contenders comparison

Functionality

4.5

/5

2.2K

Price starts from

75

/user

Per month

Total Features

135

Unique features

  • User Management

  • Sensitive Data Identification

  • Information Governance

  • Ad hoc Analysis

Functionality

4.6

/5

8K

Price starts from

Free

Total Features

48

Features in Common

30

Unique features

  • Keyword Tracking

  • User Interaction Tracking

  • Site Search Tracking

  • Behavior Tracking

Functionality

4.6

/5

2K

Price starts from

203.63

Per year

Total Features

29

Features in Common

18

Unique features

  • Graphical Data Presentation

  • Presentation Tools

  • 2D Drawing

  • Electrical

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TableauvsAnswerRocket

Reviewers who mentioned features said:

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Federico A.

Banking, 1-10 employees

Used weekly for 1-2 years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend10/10

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The best Visualization Solution

Reviewed 2 years ago

Really impressed on the way this tools works, as easy as drag and drop fields in an Excel pivot table, in addition, Tableau won't allow yo to develop wrongful charts.

Pros

We really like the easiness to upload and prepare data visualizations, charts, graphics and dashboards. It works with the mains data files such as text crv, xls and google sheet documents. They have a free version which present the main functionalities, perfect for a small business, then if you need to upgrade to a paid version the process is very simple. Their forums and community really support, and help to improve, learn and develop great visualizations.

Cons

As any other solution, it takes some investigation and learning to understand the way it works and how to prepare robust presentations in Tableau. Some older versions do not allow roll back. Some sharing and analytic challenges are presented and really wish they develop additional features.

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Dhrumil P.

Banking, 10,001+ employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Excellent Product, great integration options!

Reviewed 2 years ago

It's got a whole lot of benefits and the look and feel of the software is better than any other software.

Pros

I love amount of features they have as compared to it's competitors. It just makes it so easy to integrate data within the software.

Cons

I don't like the fact that it has lesser functionalities when I comes to coding, preferably Python.

AR
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Verified reviewer

Internet, 51-200 employees

Used weekly for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend5/10

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Amazing for data analysis and exploration, not great for dashboards

Reviewed 2 years ago

At my team we use Tableau as a data exploration tool for data practitioners, and not for dashboards and data reporting to the company. This setup takes advantage of what Tableau does best and don't use it for what it doesn't. Tableau as a data reporting and dashboard tool may be suited for more traditional organizations, with a lot of experienced BI personnel who can take the time to build good dashboards with it.

Pros

Tableau allows for very good exploratory data analysis, and one can build amazing visualizations with it. Once you learn how to work with it, it becomes very easy to explore data and get insights from it.

Cons

Tableau is very expensive compared to its competitors, and if you want to get the whole company using it for dashboards, the pricing is certainly prohibitive for startups. I also don't Tableau for Dashboards, as the discovery and navigation interface is not very inviting to business users and dashboards are hard do discover. At the same time, building dashboards on Tableau is a lot less straightforward than in other tools. One can build very advanced dashboards, but that requires a lot of time and expertise, which not all Data users in a company will be.

KB
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Kimani B.

Accounting, self-employed

Used daily for 6-12 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Data Visualization

Reviewed 9 months ago

The overall experience is good. I have created many important visuals on the platform.

Pros

I think Tableau is up there when it comes to data visualization. One is able to create complex data visuals as one wishes. Secondly, one is able to perform arithmetic on the data as you create the visuals. Tableau is the best platform for data analysts and the whole business community.

Cons

When creating visuals, Tableau chooses the type of chart to use according to the type of data you have. For instance, one is not able to create a line chart unless data involving dates is used. This can be really annoying.

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Akshila E.

Consumer Goods, 51-200 employees

Used daily for 6-12 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend7/10

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Good data visualization software

Reviewed 2 years ago

Overall this is a good tool that can use to do data visualization really fast and easily.

Pros

Connecting and creating dashboards are really good and this is a top solution in the market for data visualization. this contains cloud-based solutions and On-prem solutions. This works with many data files like txt, CSV, xls, as well as this has a free version with really good features than other paid tools.

Cons

Sometimes tableau is getting hung while processing large data files and consume more RAM and CPU power to operate.

AR
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Verified reviewer

Industrial Automation, 1,001-5,000 employees

Used weekly for 6-12 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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A software for your business.

Reviewed 10 months ago

Overall, I think Tableau is a great software that provides a beautiful interface to users, and it can be used in various domains and industries.

Pros

I love the application because it is widely used by many businesses for analysis, and I especially love the dashboard feature that provides a user-friendly interface.

Cons

What I dislike is the data exploration and analysis, which, in my opinion, are a bit slow and disproportionate.

MM
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Munavvar M.

Online Media, 1-10 employees

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend10/10

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Exceptional Data Visualization Tool & Dashboard

Reviewed 9 months ago

Still Learning to create the dashboard & integrating BigData like Google's Big Query and its fun while building visualization. I enjoyed creating Visualization for one of the Clothing Brands in Surat, India.

Pros

It supports Python, so customized visualization is possible (for Python programmers, it's easy) to create their own custom dashboard and visualization.

Cons

It's a bit costly, where PowerBI is free.

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Carlos E.

Computer Software, 10,001+ employees

Used monthly for 1-2 years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend5/10

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Tableau for Data Analytics

Reviewed 2 years ago

Tableau allows me to generate data analytics reports of my work, to show progress of certain projects and even to generate reports for customers with specific needs, I really like that it allows integration with programming languages such as R to extend the possibilities of use.

Pros

What I like the most is the amount of tools it has to be able to work on the whole process of a data analytics project.

Cons

The Tableau cloud version could be improved, since the current version is not at the same level as the desktop one.

JJ
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Jeffy J.

Computer Software, 51-200 employees

Used weekly for less than 6 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Tableau is a fantastic reporting interface

Reviewed a month ago
Pros

The initial setting up of reading from a data source and manipulating the rows and columns to build tables/easy visuals to advanced statistical modelling is awesome

Cons

It sometimes takes quite a bit of time to load between pages

NK
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Nadezhda K.

Information Technology and Services, 10,001+ employees

Used daily for 6-12 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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A Comprehensive Review of Tableau

Reviewed a year ago

Overall, Tableau is an excellent data visualization tool that is incredibly powerful and easy to use. It is a great tool for both novice and experienced users due to its drag-and-drop interface and wide range of features. However, it can be quite pricey and lack some of the advanced analytics capabilities of its competitors.

Pros

Tableau is an incredibly powerful and user-friendly data visualization tool. It is incredibly easy to use and provides incredibly powerful visualizations that can help users better understand their data. The drag-and-drop interface makes it incredibly easy to build complex visualizations with minimal effort. Additionally, Tableau has a wide variety of features that give users the ability to customize their visualizations to their needs.

Cons

One of the drawbacks of Tableau is that it can be quite expensive for larger organizations. Additionally, the user interface is not as intuitive as some of its competitors, which can make it difficult for new users to learn. Finally, Tableau does not have the ability to perform advanced analytics, which can be a limitation for some users.

SS
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Sergio S.

Insurance, 1,001-5,000 employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Great for dashboards, but training is required

Reviewed 5 years ago

I generally use tableau to show sales data on dashboards to executives. Overall experience is great now that I have enough skill to operate and manipulate the data to generate what I want.

Pros

I like that you can merge different data sources to generate new views of data. for example, overlay a census report above your sales data and have a demographic profile of sales for the country. Also the hundred different graphs and charts to choose from. this scores me high points with the executives when I show them a fancy graphic in meetings.

Cons

We had some trouble with tableau speaking to our servers and applications which took longer that we wanted before we could start using live data to run reports. You must clean your data before you upload to tableau. the data scrubbing system on tableau needs work. This makes it difficult when using live data. I usually just use and extract, clean and upload.

AR
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Verified reviewer

Insurance, 11-50 employees

Used weekly for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Great BI Tool

Reviewed 3 years ago

Love the product, great for Ad-Hoc presentations and digging into historical data.

Pros

I really like how easy it is to try visualizing data in different ways. Going into an analysis I don't always know the best way to present my data, so being able to try different things so easily makes my analysis a lot easier.

Cons

Formatting visualizations is not easy to understand. Clunky UI for formatting. Somewhat difficult to figure out what exactly is being changed by different options.

AR
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Verified reviewer

Information Services, 1,001-5,000 employees

Used daily for 1-2 years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Very comprehensive and all-inclusive solution

Reviewed 3 years ago

The ability to build dashboards that capture data that originate from sources so that it can be compiled in reports and dashboards that are used to analyze performance data of digital marketing campaigns.

Pros

The ability to create and visualize sets of data in a number of different ways, and tailor it to your liking something very powerful about the tool that really stands out. Having one set of data and being able to visualize and paint of a picture of that data in two different ways side by side in one dashboard really stands out for me.

Cons

The time it has taken to get in touch with customer support at times when there are urgent issues has been a frustration and has prevented our team from being able to troubleshoot a few different technical product issues in a timely manner.

AR
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Verified reviewer

Defense & Space, 10,001+ employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Tableau Lets You Become Productive in Minutes

Reviewed 5 years ago

Tableau and especially Tableau server has helped our business share data much more efficiently and accurately than the old method of emailing spreadsheets and presentations around. The ability for anyone to manipulate the data and answer their own questions allows analysts to concentrate on the truly difficult and unique problems instead of cranking out a never-ending series of custom reports. Having the data connected to live source or warehoused data means everyone is up to date all the time.

Pros

Tableau is exceptionally easy to pick up and be productive, and has the ability to connect to almost any data source you can imagine, including REST APIs (though this is a pretty advanced process). Cross database joins are an amazing feature that allow you to mix data from Excel, Oracle, MySQL and others on a single dashboard. There are a ton of online resources available from Tableau, and the broader user community which help you in the event that you get stuck on a thorny issue. Tableau also supports the Tableau Public desktop software which allows anyone to create and share visualizations for free on the web (though data sources are severely limited with Tableau Public).

Cons

Price is an issue, particularly if you're an individual or a small business. Woe be unto you if you're a small business and you'd like to set up a Tableau server. There are some functions which we've all grown accustomed to in Excel which new users will expect to be in Tableau but just aren't--robust Conditional Formatting, for instance. However, in most cases there are workarounds and other ways of accomplishing the same task. While it's easy to become quickly productive, most users will outgrow the easy stuff pretty quickly as they attempt join new data sources, or produce more complicated visualizations.

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Monish K.

Computer Software, 1,001-5,000 employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Easy to Perform Complex Data Analysis and Visualisation from any type of Datasource

Reviewed 4 years ago

Using Tableau has been a great learning, discovering and analytical experience, the tool has been easy to use and effective

Pros

Tableau has a good community support, almost any question that you get has been already answered, Tableau supports any type of datasources, it supports data from a simple spread sheet to any modern time Databases (such as Snowflake , AWS Redshift , psql, mysql etc...) Dataset can also be a query or joining multiple tables etc, which gives us a flexibility to compute required datas in the initial stage...

Cons

Tableau desktop application can perform slow when we are dealing with large data set, especially when dragging and dropping KPI's on switching from one worksheet to another, can reduce the development speed, so to avoid this use a small data set for development. When we are using Extracted Datasource the publishing to server and importing to desktop works really slow, since it is transferring the extracted data along with the tableau logic, Editing the alias of table columns are quit tricky not flexible, In filters the Dropdown listing are hard coded strings, it wold have been better if we could us a dimensions or values and and also if it supported chain filtering use of functions like TP90, Average etc , require the data set to be extracted , will not work with live data.

AR
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Verified reviewer

Graphic Design, 11-50 employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Tableau is the best data visualization tool on the market and offers great value for money.

Reviewed 3 years ago

Tableau has allowed me to present complex data in a very simple and easily understandable way thanks to the many visualisations available. This has made presenting findings and reporting to senior management as well as clients very easy. Tableau has been very reliable and has been a one stop solution for all my company's data analytics needs mainly due to the fact that it allows us to combine all our data across various tools and work on them together.

Pros

My company heavily relies on Microsoft Excel to initially record and store data so I like the fact that Tableau easily allows you to import spreadsheets from Excel as raw data which can be transformed into great visualisations using Tableau's powerful features. I also like the fact that Tableau allows you to combine data from different sources and work on them together. One feature I find most helpful is report scheduling which updates reports automatically each day. This allows me to automate a repetitive task which I would have had to devote time to doing each day and allows me to easily monitor key metrics.

Cons

Tableau can be quite slow when working with larger datasets. Also, although Tableau has great visualisations for data, I feel there needs to be more statistical functionalities to be able to derive better and more in depth insights from data.

KM
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Kelli M.

Insurance, 11-50 employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Excellent Product but Poor Support

Reviewed 4 years ago

I've been using the software for about five years and it has been able to provide insight into our data in a way that no other tool has been able to. However, support is terrible for this product and some of the versions are released with a few bugs. We will likely continue to this but it is imperfect.

Pros

The software is very powerful tool and excellent visualization tool. It is easy to get started and there is a ton of free training available. The pool of users is great and the community is very helpful to new and existing users.

Cons

The support we pay for is almost worthless. We frequently solve the problem ourselves and it is time consuming to submit everything via their helpdesk with nothing to show for it. Providing logs and files and emailing with someone on the west coast outside of normal east coast business hours is frustrating. Tickets get "escalated" to the engineering team and that ends up being code for "we don't know and this won't be fixed by us". Turnover for their sales representatives indicates it isn't a great company to work for either.

CS
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Cassidy S.

Information Technology and Services, 51-200 employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend10/10

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The best data analysis and visualization tool ever reviewed

Reviewed a year ago

Tableau has slashed the time it takes to connect to data sources, run sophisticated analyses, and design insightful visualizations for use across the company. Our company's decision-making is aided by the fact that it integrates a plethora of tools for efficiently exploring, analyzing, and visualizing massive datasets. It has worked wonderfully with my company, and we couldn't be happier with the outcomes. Data experts and analytics teams seeking a robust yet user-friendly BI solution will find it an ideal alternative.

Pros

Tableau is a robust and intuitive program for analyzing and visualizing data. The easy-to-navigate interface facilitates rapid data exploration and analysis. I like how quickly and easily it allows me to integrate and analyze massive amounts of data from many sources, all while making visually appealing and insightful visualizations. It also incorporates sophisticated analytics tools like complicated aggregations and predictive models. Users may find answers fast because of Tableau's broad online community and resources. The implementation of Tableau within my company has been smooth sailing.

Cons

Tableau can be pricey, especially for startups or single users, and there is a learning curve to getting the most out of all its advanced features and capabilities.

MM
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MANAS M.

Computer Software, 1,001-5,000 employees

Used weekly for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend9/10

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Data Analysis has become effective with tableau, its a analysis with computation tool

Reviewed 4 years ago

Tableau is a great tool , its designed for complex data analysis, it works wonderfully , especially with databases as datasource

Pros

Tableau is a great tool for analysing data, unlike XL sheets the data is stored and we can analyse only the stored data, in tableau data can reside any ware it can be in any database or even in files , we can analyse them, (it supports many type of data sources), the data source can even be a complex query and can join multiple sources in different ways, Tableau can compute the data further for analysis,...

Cons

Don't have proper version control in tableau, could have a feature like integrating with git, since there is no such feature parallel development cant be done, this is like a single developer works on a dashboard at a time, i think we can copy one sheet from different dashboard to another its a good thing thow sort of can archive parallel development but its not a clear way

AR
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Verified reviewer

Consumer Services, 10,001+ employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Great software for data visualisation, not so great on data manipulation side

Reviewed 4 years ago

Really satisfied with Tableau, performed some great stuff over these 2 years of using it. Created over 100 workbooks with huge data sets, also created some extensions and never had a bad feeling about Tableau.

Pros

It's pretty easy to use Tableau, it's really intuitive, colourful and self explanatory. The overall design of this software comes in hand with charts and pretty neat visualisation tools. The charts are really user-friendly and have some default values that are subject to formatting, painting, resizing, etc. to fit your needs. Has some great built in functions on Server that allow users to pull the...

Cons

Performance is a little bit tricky, as in any other software. When you use big chunks of data, it can cause some troubles in speed and charts loading. If you add some joins, blends or multiple data source dashboards, and you have data sets of multiple million rows, that will cause some headaches, but just until you learn to manipulate the data and prepare the data for your charts.

SB
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Santosh B.

Automotive, 10,001+ employees

Used daily for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend10/10

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Excellent Visualization Tool - Tableau

Reviewed 2 years ago

- The overall experience with Tableau is excellent as this tool is used for visualization, reporting and intelligence purposes for the sales rep to analyze the accounts and leads. We are extremely happy with the application and its capabilities that are available OOB to integrate with other applications to perform a end-to-end data flow.

Pros

- The most critical feature in Tableau that we use on daily cadence is visualization of leads and sales pipeline - The integrations we have with Datawarehouse to Tableau and to Salesforce is most critical as the data flow will be continuously flowing through the systems for better visibility - We integrate Tableau dashboards inside Salesforce for users to quickly view and get the visualization for intelligence and reporting purposes.

Cons

- The pricing for Tableau can be less when compared to other alternate solutions in the market - There could be more OOB integrations provided in Tableau to avoid overhead for the customers to implement them in-house based on business requirements - The support can be more responsive for critical issues at all times

KB
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Kristin B.

Insurance, 10,001+ employees

Used daily for less than 6 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Great Productivity Viewer

Reviewed 2 years ago

Tableau is a great system for the user to view their productivity status daily, weekly, monthly etc. As a new user I can say this system is easy to use, many drop down filter option- can not really mess up anything. There are several variations of data you can look at, for example you can view your productivity and any errors that came back in your work, as well as total cases/tasks worked for a period...

Pros

I love the simplicity of the system. Provides a easy at a glance "tabs" that you can easily bounce from one metric to another! As a new user I have to admit the ease of use is part of the reason I give it the product a higher rating, I had no issues with self training how use the "tabs" and filters to get the data needed. I have noticed some lag time in updating of information in Tableau however this could very well be more of a delay on our side given the types of data we are asking updates to be provided on.

Cons

The main con that I can think of for Tableau is the visual aspect- It is not a eye catching as some of the reporting/productivity tracking systems. In comparison to other systems I have worked end as a user or even admin- I am not seeing the same level charting or visual graphics. Now of course because this is a excellent system for reporting/tracking you can always take the data and roll it into your own created charting. I have noticed that for us Tabeau only updates once a day, I know this maybe a company set feature though, but this maybe something to confirm you are able to adjust if needed more frequently!

JS
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Jayaprakash S.

Research, 501-1,000 employees

Used weekly for 1-2 years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend7/10

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A user-friendly intuitive data visualization software for discover the real insightful information.

Reviewed 3 years ago

It is a perfect sofware to get started in the field of data analytics. Data from various sources can be imported and transformed into insightfull information via applying effective visualization techniques.

Pros

I have been using public version of tableau software for more than a year. which is an intuitive data visualization software and consist array of tools and techniques to transform the raw data into insightful information. Data can be imported from various sources, especially both relational databases and analytical data warehouses created in Microsoft SQL server and other well-known server platforms...

Cons

In order to get the full potential out of this software, certain IT knowledge is required on identifying relationship among the variables available in the dataset and to extent the functionalities. Further If we want access more advanced visualization functionalities and to share the dashboards with others, it is necessary to enable the paid version.

MK
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Mahesh K.

Retail, 1,001-5,000 employees

Used weekly for 2+ years

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Helps in Constructing complex analytical dashboards with different visualisation methods

Reviewed 3 years ago

With tableau There is no limit to the depth and complexity with which we can analyses the data, i meant to say it is so flexible, with good expertises we can build any type of dashboard

Pros

Tableau is a great tool for constructing complex analytical dashboards, any level of complexity is possible in this tool, it can read input data from many sources, starting from plain file systems such as XL, CSV.. to complex databases such as snowflake, mysql.. We can join or write custom queries to build the source data, to construct dashboard we go with dimension-metrics approach, hear we can...

Cons

When we develop a complex & heavy dashboard with extract data enabled, then it takes lot of time to load on the tableau desktop, to pull it from the server some times it never opens, have to retry many times and to push from the desktop to server also takes time, i think it pushes the local extracted datas along with the tableau files

GB
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Goma B.

Nonprofit Organization Management, 11-50 employees

Used daily for 6-12 months

Review source

Overall Rating
  • Value for money
  • Ease of use
  • Features
  • Customer support
  • Likelihood to recommend8/10

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Tableau Through My Eyes

Reviewed a year ago
Pros

The wide range of chart types, maps, and graphs allows me to present complex information in a visually appealing and understandable way. The intuitive drag-and-drop interface empowers me to create stunning visualizations without needing to rely on extensive coding or technical expertise. One standout feature of Tableau is its interactive dashboards. I can consolidate multiple visualizations and key metrics into a single, dynamic view. Being able to explore and interact with the data directly on the dashboard, applying filters, and drilling down into specific details, provides me with a comprehensive understanding of trends and patterns. The level of interactivity offered by Tableau truly engages my curiosity and helps me uncover insights that would have otherwise remained hidden.

Cons

While Tableau offers an array of powerful features, there is a slight learning curve involved in mastering its advanced functionalities. As a beginner, I found myself needing to invest time in understanding the intricacies of certain features, such as statistical analysis and forecasting. Although Tableau provides resources and a supportive community, a more user-friendly onboarding experience or interactive tutorials would have been beneficial.