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Toucan Toco VS CloudShell

Compare Toucan Toco VS CloudShell and see what are their differences

BusinessXray
Automated 60-second forensic business auditing pipeline powered by OpenAI Nano AI. Built for consultants and analysts. featured
Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Toucan Toco logo Toucan Toco

Toucan is a customer-facing analytics platform that empowers companies to drive engagement with data storytelling. With the best customizable end-user experience across any device, over 4 million Toucan stories are viewed each year.

CloudShell logo CloudShell

Cloud Shell is a free admin machine with browser-based command-line access for managing your infrastructure and applications on Google Cloud Platform.
  • Toucan Toco Landing page
    Landing page //
    2023-05-22

Toucan is a customer-facing analytics platform that empowers companies to drive engagement with data storytelling. Features include:

  1. Guided data visualization, allowing the user to focus on the story to be told rather than on chart selection, layout, etc.

  2. An App Gallery that provides dozens of starter apps (including sample data) that a user can use either as is or as the starting point for creating a customized set of dashboards

  3. Embedding can be performed by even novice users and is available as web components or iFrames

  4. Deployment to all modes โ€” desktop web, smartphones, tablets, wall displays, and kiosks โ€” is done in just a few clicks and with no extra development work

  5. Hundreds of included interactive and animated charts combined with a thoroughly modern UI make Toucan one of the best-looking platforms on the market

  6. Hundreds of included connectors make adding data sources โ€” cloud, on-premises, stored, or streaming โ€” quick and easy

As a result, Toucan has been rated the #1 Easiest to Use Platform on G2 Crowd and is used 3x the industry average.

  • CloudShell Landing page
    Landing page //
    2023-07-12

Toucan Toco features and specs

  • Guided Analytics
    Toucan makes analytics accessible to business users by provisioning the guidance they need to use data for decision-making without the need for training. Business users are walked through the selection of data, charts, and layouts quickly so that the focus is on the data story, not the design mechanics. All charts and visualizations contain critical context such as definitions and sources as well as actions such as annotations and collaboration either inside Toucan or in tools like Slack or MS Teams. Best For: Business users that need to see consistent analytics to track performance rather than perform ad hoc data exploration
  • Embedded Analytics
    The Toucan platform allows easy embedding into SaaS products using either web components or iFrames and can be performed by even non-expert users. Changes can be moved from staging to production with a single toggle and the platform contains robust adoption management tools for on-boarding and the automation of core user management tasks. Extensive white-labeling customization capabilities allow customers to make the end experience look and feel like an extension of the company brand and include color palettes, typefaces, languages, logos, and background imagery. Best For: Product teams that want to extend analytics to customers or partners, including collaboration, annotation, and storytelling capabilities without extensive development
  • Easy Data Connections
    Toucan includes hundreds of connectors for all manner of data sources including Snowflake, MongoDB, Excel, Salesforce, and others. Connectors are easily configured by business users and no code is needed to perform data connections. Best For: Business users that need to add new data sources with the need for IT support
  • Guided Data Preparation
    Toucan's YouPrepโ„ข data pipeline allows users to perform joins, slices, pivots, & melts easily and code-free. Ad hoc transformations are supported for evolution computation, date aggregation, ranks, and other critical statistics as are complex, multi-way joins. Python can also be used to extend Toucanโ€™s data prep capabilities. Best For: Business users that need to prepare data by summing, aggregating, or creating new metrics but donโ€™t have time to wait for technical support or training on complex specialist tools

CloudShell features and specs

  • Integrated Environment
    CloudShell provides a fully integrated development environment directly within your browser, including access to Google Cloud resources, pre-installed Google Cloud SDK, and other useful tools.
  • Convenience
    Because it's browser-based, there is no need to install or configure anything locally, which can save considerable setup time and eliminate environment inconsistencies.
  • Security
    Operating within Google's infrastructure can add layers of security, including secure connection to cloud resources and less risk of exposing local machines to vulnerabilities.
  • Access to Project Resources
    Directly connects to Google Cloud resources associated with your account, making it easy to manage and deploy applications within your cloud environment.
  • Scalability
    Seamlessly scalable environment that can handle different workloads without performance degradation.
  • Persistent Storage
    CloudShell offers persistent storage, allowing users to save their work and configurations, which are available in future sessions.
  • Pre-installed Tools
    Includes a range of pre-installed tools, such as git, gcloud SDK, and language libraries, enabling efficient development and deployment workflows.

Possible disadvantages of CloudShell

  • Resource Limits
    CloudShell has usage limits, including limited disk space and CPU, which may not be sufficient for all types of workloads, particularly resource-intensive tasks.
  • Inactive Use Timeouts
    Sessions that are inactive for a period of time may be automatically terminated, which can disrupt ongoing work.
  • Dependency on Internet Connection
    Being a cloud-based solution, a stable internet connection is required. Any disruption in connectivity can hamper development and deployment processes.
  • Latency Issues
    Depending on your geographical location, there may be latency issues which can affect performance and response times.
  • Limited Customization
    While CloudShell provides many pre-installed tools, users have limited control over the environment compared to a locally managed development setup.
  • Paid Subscription Needed for Extensive Use
    Beyond the free tier, extensive usage of CloudShell resources may incur additional costs, which can add up depending on the scale and nature of the tasks.
  • Learning Curve
    New users who are not familiar with Google Cloud's ecosystem may face an initial learning curve to fully leverage CloudShell's capabilities.

Analysis of CloudShell

Overall verdict

  • Yes, CloudShell is a good tool, especially for those who are actively using Google Cloud Platform. It provides a user-friendly interface and a comprehensive set of tools to manage cloud resources effectively. Its convenience, combined with the power of GCP, makes it a valuable asset for cloud-based development and operations.

Why this product is good

  • CloudShell is a versatile tool offered by Google Cloud Platform (GCP) that provides a command-line environment directly in your web browser. It is particularly beneficial for developers and system administrators because it allows them to manage GCP resources easily without needing to install additional software on their local machines. CloudShell includes the Google Cloud SDK, along with other essential tools, making it a convenient and efficient option for cloud management tasks. Additionally, it offers persistent storage, allowing users to save their scripts and data between sessions. The integration with other GCP services enhances productivity by providing seamless access and control.

Recommended for

  • Developers who frequently work with Google Cloud Platform
  • System administrators managing GCP resources
  • New users of Google Cloud who need an easy introduction to command-line tools
  • Teams collaborating on GCP projects, as it supports session sharing

Toucan Toco videos

+ Add

Toucan: Powerfully Easy Analytics for Business Users

More videos:

  • Demo - Toucan Distribution Center
  • Demo - Data Storytelling with Toucan

CloudShell videos

No CloudShell videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Toucan Toco and CloudShell)

Toucan Toco

CloudShell

Development
65 65%
Development
35% 35
Text Editors
0 0%
Text Editors
100% 100
Online Services
68 68%
Online Services
32% 32
Analytics
100 100%
Analytics
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Toucan Toco and CloudShell

Toucan Toco Reviews

5 Metabase Alternatives You Don't Need a PhD to Use
Fully cloud-based, the platform was designed with one goal in mind: reduce the complexity of bringing insights from data to business users. From data connections to the distribution of insights anywhere they're needed, Toucan makes it easy and, as a result, sees the highest user adoption in the industry (80+%).
Source: www.toucantoco.com

CloudShell Reviews

We have no reviews of CloudShell yet.
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Social recommendations and mentions

Based on our record, CloudShell seems to be more popular. It has been mentiond 13 times since March 2021. 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.

Toucan Toco mentions (0)

We have not tracked any mentions of Toucan Toco yet. Tracking of Toucan Toco recommendations started around Aug 2021.

CloudShell mentions (13)

  • GCP Fundamentals: Cloud Shell API
    The Google Cloud Shell API empowers organizations to automate cloud operations, accelerate software delivery, and improve efficiency. By providing a programmatic interface for managing Cloud Shell environments, the API unlocks new possibilities for developers, SREs, and data teams. Explore the official documentation and try the hands-on lab to experience the benefits of the Cloud Shell API firsthand. ... - Source: dev.to / about 1 year ago
  • Intro to the YouTube APIs: searching for videos
    Command-line (gcloud) -- Those who prefer working in a terminal can enable APIs with a single command in the Cloud Shell or locally on your computer if you installed the Cloud SDK which includes the gcloud command-line tool (CLI) and initialized its use. If this is you, issue this command to enable the API: gcloud services enable youtube.googleapis.com Confirm all the APIs you've enabled with this command:... - Source: dev.to / almost 2 years ago
  • Explore the world with Google Maps APIs
    Gcloud/command-line - Finally, for those more inclined to using the command-line, you can enable APIs with a single command in the Cloud Shell or locally on your computer if you installed the Cloud SDK (which includes the gcloud command-line tool [CLI]) and initialized its use. If this is you, issue the following command to enable all three APIs: gcloud services enable geocoding-backend.googleapis.com... - Source: dev.to / about 2 years ago
  • Getting started with the Google Cloud CLI interactive shell for serverless developers
    While you might find that using the Google Cloud online console or Cloud Shell environment meets your occasional needs, for maximum developer efficiency you will want to install the Google Cloud CLI (gcloud) on your own system where you already have your favorite editor or IDE and git set up. - Source: dev.to / over 3 years ago
  • Cloud desktops aren't as good as you'd think
    Here is the product https://cloud.google.com/shell It has a quick start guide and docs. - Source: Hacker News / over 3 years ago
View more

What are some alternatives?

When comparing Toucan Toco and CloudShell, you can also consider the following products

Phocas - Data analytics software for businesses in wholesale distribution, manufacturing, and retail.

GitHub Codespaces - GItHub Codespaces is a hosted remote coding environment by GitHub based on Visual Studio Codespaces integrated directly for GitHub.

AnswerRocket - AnswerRocket is a search-powered analytics that makes it possible to get answers from business data by asking natural language questions.

CodeTasty - CodeTasty is a programming platform for developers in the cloud.

DevicePilot - DevicePilot is a universal cloud-based software service allowing you to easily locate, monitor and manage your connected devices at scale.

Glitch - Glitch is the friendly community where everyone builds the web. Simple, powerful interface for creating web apps.

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