Anaconda vs Google Data Studio comparison

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Anaconda Logo
2,704 views|2,040 comparisons
94% willing to recommend
Google Logo
1,697 views|1,831 comparisons
90% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Anaconda and Google Data Studio based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: April 2024).
771,157 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"With Anaconda Navigator, we have been able to use multiple IDEs such as JupyterLab, Jupyter Notebook, Spyder, Visual Studio Code, and RStudio in one place. The platform-agnostic package manager, "Conda", makes life easy when it comes to managing and installing packages.""It helped us find find the optimal area for where our warehouse should be located.""Voice Configuration and Environmental Management Capabilities are the most valuable features.""The best part of Anaconda is the media distribution that comes as part of it. It gets us started very quickly.""It's interesting. It's user friendly. That's what makes it outstanding among the others. It has a collection of R, Python, and others. Their platform strategy has a collection of many other visualization tools, apart from Spyder and RStudio, which is really helpful for data science. For any data science professional, Anaconda is really handy. It has almost all the tools for data science.""The most advantageous feature is the logic building.""The virtual environment is very good.""The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results."

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"The ability to integrate with a great variety of data sources.""The ability to design complex data models and equations.""I am impressed with the tool's scheduling mechanism, refresh mechanism, and different types of charts.""This has improved our organization by allowing people to see their data and develop visualizations themselves.""Valuable features include advanced integrated analysis and easy implementation.""The company dashboard is useful because we could share it via a link as a reminder for everyone to check it weekly. We observed the progress of our portfolio from last week to the current week, allowing us to compare revenues.""The solution is free so that is a good feature.""I find it favorable regarding speed of development, ease of building, and flexibility."

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Cons
"One thing that hurts the product is that the company is not doing more to advertise it as a solution and make it more well known.""The solution would benefit from offering more automation.""I think better documentation or a step-by-step guide for installation would help, especially for on-premise users.""Anaconda should be optimized for RAM consumption.""A lot of people and companies are investing in creating automated data cleaning and processing environments. Anaconda is a bit behind in that area.""It also takes up a lot of space.""The interface could be improved. Other solutions, like Visual Studio, have much better UI.""One feature that I would like to see is being able to use a different language in a different cell, which would allow me to mix R and Python together."

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"There are issues with integration and I encountered limits and warnings, especially with my pivot table size.""The tool should come up with data modeling layer features that are present in other products like Power BI.""It's not yet a replacement for a complete BI tool.""There is a significant degree of sophistication required to compete with Tableau or Cognos.""Other tools might be worth considering if you need more advanced features or support for a larger user base.""Insisting on forums, blogs and community outreach in communications, and posting videos on an established calendar would be useful.""Panels are not as easy to use as other data extraction UIs.""Stability and scalability an be improved for a full ten."

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Pricing and Cost Advice
  • "The licensing costs for Anaconda are reasonable."
  • "The product is open-source and free to use."
  • "My company uses the free version of the tool. There is also a paid version of the tool available."
  • "The tool is open-source."
  • "Anaconda is free to use, but in terms of hardware costs, you might need heavy GPUs to run CUDA and other demanding tasks."
  • More Anaconda Pricing and Cost Advice →

  • "The tool is free."
  • "The solution is free but the Google Looker is expensive."
  • "The cost is quite affordable based on feature analysis."
  • More Google Data Studio Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors.
    Top Answer:Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring.
    Top Answer:The company dashboard is useful because we could share it via a link as a reminder for everyone to check it weekly. We observed the progress of our portfolio from last week to the current week… more »
    Top Answer:Google Data Studio allows you to set up notifications for dashboard changes, so you don't have to adjust the fields each time manually there's a modification. We connected it to BigQuery tables… more »
    Top Answer:We use Google Data Studio to track company KPIs, create the company dashboard, and generate sales reports to compare sales over time.
    Ranking
    13th
    Views
    2,704
    Comparisons
    2,040
    Reviews
    2
    Average Words per Review
    457
    Rating
    8.0
    13th
    out of 50 in Reporting
    Views
    1,697
    Comparisons
    1,831
    Reviews
    5
    Average Words per Review
    390
    Rating
    7.4
    Comparisons
    Also Known As
    Data Studio
    Learn More
    Overview

    Anaconda makes it easy for you to install and maintain Python environments. Our development team tests to ensure compatibility of Python packages in Anaconda. We support and provide open source assurance for packages in Anaconda to mitigate your risk in using open source and meet your regulatory compliance requirements.

    Python is the fastest growing language for data science. Anaconda includes 720+ Python open source packages and now includes essential R packages. This powerful combination allows you to do everything you want from BI to advanced modeling on complex Big Data

    Google Data Studio (beta) turns your data into informative dashboards and reports that are easy to read, easy to share, and fully customizable. Dashboarding allows you to tell great data stories to support better business decisions.

    Sample Customers
    LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
    Genesys, Shueisha
    Top Industries
    REVIEWERS
    Financial Services Firm27%
    Manufacturing Company18%
    Non Tech Company9%
    Energy/Utilities Company9%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Computer Software Company9%
    Government9%
    Manufacturing Company6%
    VISITORS READING REVIEWS
    Computer Software Company16%
    Manufacturing Company10%
    Financial Services Firm10%
    Educational Organization7%
    Company Size
    REVIEWERS
    Small Business45%
    Midsize Enterprise5%
    Large Enterprise50%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise12%
    Large Enterprise70%
    REVIEWERS
    Small Business38%
    Midsize Enterprise25%
    Large Enterprise38%
    VISITORS READING REVIEWS
    Small Business24%
    Midsize Enterprise15%
    Large Enterprise61%
    Buyer's Guide
    Data Science Platforms
    April 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: April 2024.
    771,157 professionals have used our research since 2012.

    Anaconda is ranked 13th in Data Science Platforms with 17 reviews while Google Data Studio is ranked 13th in Reporting with 8 reviews. Anaconda is rated 8.0, while Google Data Studio is rated 7.6. The top reviewer of Anaconda writes "Offers free version and is helpful to handle small-scale workloads". On the other hand, the top reviewer of Google Data Studio writes "The cloud environment makes it easier to use large volumes of data and collaborate with coworkers". Anaconda is most compared with Databricks, Microsoft Azure Machine Learning Studio, Amazon SageMaker, Microsoft Power BI and IBM SPSS Statistics, whereas Google Data Studio is most compared with Amazon QuickSight, Tableau, Looker, Microsoft Power BI and QlikView.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.