Software Alternatives, Accelerators & Startups

Google Data Studio VS Underscore.js

Compare Google Data Studio VS Underscore.js and see what are their differences

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Google Data Studio logo Google Data Studio

Data Studio turns your data into informative reports and dashboards that are easy to read, easy to share, and fully custom. Sign up for free.

Underscore.js logo Underscore.js

Underscore is a utility-belt library for JavaScript that provides a lot of the functional...
  • Google Data Studio Landing page
    Landing page //
    2023-05-09
  • Underscore.js Landing page
    Landing page //
    2018-12-17

Google Data Studio features and specs

  • Free to Use
    Google Data Studio is a free tool, making it accessible for individuals and businesses of all sizes.
  • Integration with Google Services
    Seamlessly integrates with other Google services like Google Analytics, Google Ads, and BigQuery, providing a unified data experience.
  • Customizable Reports
    Offers a high level of customization for dashboards and reports, allowing users to tailor visualizations to their specific needs.
  • User-Friendly Interface
    The intuitive drag-and-drop interface makes it easy for beginners to create and manage reports without needing advanced technical skills.
  • Real-Time Collaboration
    Supports real-time collaboration, allowing multiple users to work on the same report simultaneously, similar to other Google Workspace products.
  • Wide Range of Connectors
    Supports multiple data connectors, enabling integration with a variety of third-party applications and databases beyond Google services.

Possible disadvantages of Google Data Studio

  • Limited Advanced Features
    Lacks some advanced analytics and BI features found in more specialized tools, which may be a limitation for power users.
  • Performance Issues
    Reports with a large number of visualizations or complex queries can experience slow performance and increased load times.
  • Learning Curve
    While user-friendly, there is still a learning curve involved, especially for users who are new to data visualization tools.
  • Data Handling Limitations
    Handling very large datasets can be cumbersome, and there might be limitations in data extraction and processing capabilities.
  • Limited Export Options
    Exporting reports is somewhat limited, with fewer formats available compared to other BI tools, which might be a drawback for some users.
  • Dependence on Internet Connection
    Requires a stable internet connection to access and modify reports, which can be a hindrance in areas with poor connectivity.

Underscore.js features and specs

  • Utility Functions
    Underscore.js provides a wealth of utility functions for common tasks such as map, reduce, filter, and more, making it easier to perform operations on arrays, objects, and collections.
  • Consistency
    The library offers a consistent API, which can make your code more readable and maintainable by providing a standard way to perform common programming tasks.
  • Lightweight
    Underscore.js is lightweight compared to full-featured libraries like Lodash, which can be a benefit if you're looking to minimize your application's footprint.
  • Browser Compatibility
    It supports a wide range of JavaScript environments, making it a good choice for projects that need to work across different browsers and Node.js.
  • Quick to Learn
    Easy to pick up for developers with even a basic understanding of JavaScript, due to its straightforward documentation and familiar function names.

Possible disadvantages of Underscore.js

  • Performance
    Underscore.js may not offer the same level of performance optimizations as more modern utility libraries like Lodash, potentially leading to slower execution for some tasks.
  • Limited Functionality
    While it covers many basic utility functions, its feature set is not as extensive as Lodash or other similar libraries, which provide a broader range of capabilities.
  • Outdated
    With the advent of ECMAScript 5 and later versions, many of the functions provided by Underscore.js are now natively available in JavaScript, reducing its necessity.
  • No Modularization
    Underscore does not support modular builds in the same way Lodash does, meaning you might end up including the entire library even if you only need a few functions.
  • Community and Maintenance
    While still maintained, Underscore.js has seen less active development and contributions compared to newer libraries, which could impact its long-term viability and support.

Google Data Studio videos

5 Reasons Why Google Data Studio is Amazing

More videos:

  • Review - Why I switched to Google Data Studio
  • Review - I Evaluated 4 BI Tools: Power BI, Tableau, Google Data Studio, & Sisense. Here's What I Found.

Underscore.js videos

Introduction to Underscore.JS

Category Popularity

0-100% (relative to Google Data Studio and Underscore.js)
Data Dashboard
100 100%
0% 0
Javascript UI Libraries
0 0%
100% 100
Business Intelligence
100 100%
0% 0
Development Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Google Data Studio and Underscore.js

Google Data Studio Reviews

25 Best Statistical Analysis Software
With its intuitive interface and extensive customization options, Google Data Studio makes it easy for users to create captivating visualizations of their data, regardless of their technical expertise.
11 Metabase Alternatives
Google Data Studio is a platform that acts as a Google drive and saves hundreds of files at a time and makes reports out of them for business needs. Data studio offers to add a bulk of data files at a time and this application will make a report that will save a lot of their time and helps them make better decisions for their businesses and other useful tasks. Representers...
Best Google Data Studio Alternatives (Self-Service BI)
Google Data Studio is a reporting tool that nicely integrates within GA360 ecosystem (alongside with Google BigQuery and Google Sheet) and evolving on a monthly basis with an intuitive interface to explore and build insights. And it's completely free.
5 Metabase Alternatives You Don't Need a PhD to Use
Google Data Studio is a free tool and amongst the more visualization-focused alternatives to Metabase. Google Data Studio helps convert data into shareable reports for better metrics, reporting, and communication.
8 Databox Alternatives: Which One Is The Best?
Basic visualization and reporting are easy with Google Data Studio. However, it does not support the flexibility and customizability of visualization. So lack of visualization can be considered as a disadvantage of Google Data Studio.
Source: hockeystack.com

Underscore.js Reviews

We have no reviews of Underscore.js yet.
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Social recommendations and mentions

Based on our record, Underscore.js seems to be a lot more popular than Google Data Studio. While we know about 23 links to Underscore.js, we've tracked only 2 mentions of Google Data Studio. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Google Data Studio mentions (2)

  • 5 tools for Core Web Vitals to measure and improve website UX
    A tool to visualize data, for example, based on reports like CrUX, is Data Studio. It allows you to create dashboards based on source files and thus capture trends in user behavior. - Source: dev.to / about 3 years ago
  • GCP solution for ML model management (ML Ops)?
    I'm guessing you're looking for a database product or something like Data Studio. Whats your use case? Source: over 3 years ago

Underscore.js mentions (23)

  • JavaScript evolution: From Lodash and Underscore to vanilla
    Underscore was created by Jeremy Ashkenas (the creator of Backbone.js) in 2009 to provide a set of utility functions that JavaScript lacked at the time. It was also created to work with Backbone.js, but it slowly became a favorite among developers who needed utility functions that they could just call and get stuff done with without having to worry about the inner implementations and browser compatibility. - Source: dev.to / 5 months ago
  • KlongPy: High-Performance Array Programming in Python
    There was a step-change improvement for me when I tried expressing some JS patterns via `underscore.js` instead of procedurally: eg: http://underscorejs.org/#each Thinking of something as `each | map | filter | sum` is waaay less buggy than writing bespoke procedural code to do the same thing. No doubt there is a "cost" to it as well, but the _abstraction_ is valuable. Now, if there were a "compiler" which could... - Source: Hacker News / 6 months ago
  • 100+ Must-Have Web Development Resources
    Underscore.js: A utility library that offers a full set of functional programming helpers without extending any built-in JavaScript objects. - Source: dev.to / 7 months ago
  • Mastering Node.js
    Underscore contains just about every core utility method you want. - Source: dev.to / 10 months ago
  • 8 NPM Packages for JavaScript Beginners [2024][+tutorials]
    Not too far behind is Underscore.js, another utility library that's all about enhancing your JavaScript mojo. Whether you're dealing with arrays, objects, or strings, Underscore has got something for you. It's like Lodash's sibling, offering similar functionalities but with its own flair. The choice between them is like picking between chocolate and vanilla - it really comes down to personal taste. - Source: dev.to / about 1 year ago
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What are some alternatives?

When comparing Google Data Studio and Underscore.js, you can also consider the following products

Databox - Databox is an easy-to-use analytics platform that helps growing businesses centralize their data, and use it to make better decisions and improve performance.

jQuery - The Write Less, Do More, JavaScript Library.

Geckoboard - Get to know Geckoboard: Instant access to your most important metrics displayed on a real-time dashboard.

React Native - A framework for building native apps with React

Microsoft Power BI - BI visualization and reporting for desktop, web or mobile

Babel - Babel is a compiler for writing next generation JavaScript.