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Plotly VS Evidence.dev

Compare Plotly VS Evidence.dev and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Plotly logo Plotly

Low-Code Data Apps

Evidence.dev logo Evidence.dev

Evidence enables analysts to build a trusted, version-controlled reporting system by writing SQL and markdown. Evidence reports are publication-quality, highly customizable, and fit for human consumption.
  • Plotly Landing page
    Landing page //
    2023-07-31
  • Evidence.dev Landing page
    Landing page //
    2023-07-22

Plotly features and specs

  • Interactivity
    Plotly offers highly interactive plots that allow users to pan, zoom, and hover over data points for more information. This enhances the user experience and provides deeper insights.
  • High-quality visualizations
    It provides aesthetically pleasing and highly customizable charts, making it suitable for publication-quality visuals.
  • Versatility
    Plotly supports multiple chart types including line charts, scatter plots, bar charts, and 3D plots, making it suitable for a wide range of applications.
  • Python integration
    Plotly is well-integrated with Python and works seamlessly with other popular data science libraries like Pandas, NumPy, and Scikit-learn.
  • Web-based
    The plots can be easily embedded in web applications or dashboards, making it ideal for sharing insights over the internet.
  • Open-source
    Plotly offers an open-source version, which allows users to create and share visualizations without any cost.

Possible disadvantages of Plotly

  • Performance
    Rendering very large datasets can sometimes be slow, which may not be suitable for real-time data visualization requirements.
  • Learning curve
    Even though the library is well-documented, the extensive range of features can have a steep learning curve for beginners.
  • Cost for advanced features
    While the basic functionality is free, more advanced features, such as export to certain formats and additional customizable options, require a paid subscription.
  • Dependency management
    Plotly has a number of dependencies that need to be managed properly, which can sometimes complicate the setup process.
  • Complexity
    For simple visualizations, Plotly might be overkill and simpler libraries like Matplotlib or Seaborn could be more appropriate.

Evidence.dev features and specs

  • User-Friendly Interface
    Evidence.dev offers a clean and intuitive interface that makes it easy for users to create data-driven documents without extensive technical knowledge.
  • Seamless Integration
    The platform easily integrates with various data sources, allowing users to pull in data from different places without complex configuration.
  • Real-Time Collaboration
    Evidence.dev supports real-time collaboration, enabling multiple users to work on the same document simultaneously and see changes in real time.
  • Customizability
    Users can tailor their reports to meet specific needs by leveraging custom themes and templates, allowing for a personalized presentation of data.
  • Open Source
    Being an open-source platform, Evidence.dev allows users to contribute to its development and adapt it to their specific requirements.

Possible disadvantages of Evidence.dev

  • Learning Curve
    Despite its user-friendly interface, new users may experience a learning curve, particularly those unfamiliar with data analysis or visualization tools.
  • Performance Limitations
    Depending on the complexity and size of the data being processed, users may experience performance issues that could affect the usability of the platform.
  • Feature Limitations
    Compared to some more mature data visualization tools, Evidence.dev might lack certain advanced features that power users look for in a robust data tool.
  • Dependency on Data Sources
    The application's functionality heavily relies on the availability and quality of data sources, which might be a limiting factor for some users.
  • Community Support
    Although open-source, the community around Evidence.dev might not be as large or active as other similar tools, potentially impacting the availability of resources and support.

Analysis of Plotly

Overall verdict

  • Overall, Plotly is a strong choice for those looking to create dynamic and interactive data visualizations, thanks to its range of features and ease of integration with web technologies.

Why this product is good

  • Plotly is considered good because it offers a comprehensive suite of tools for creating interactive visualizations that can be used in web applications, reports, and dashboards. It supports many different types of plots, is easy to use for both beginners and experienced developers, and integrates well with popular programming languages like Python, R, and JavaScript.

Recommended for

    Plotly is recommended for data scientists, analysts, and developers who need to create interactive and visually appealing data visualizations. It's particularly useful for those who work with Python or R and want the ability to embed their visualizations in web applications or dashboards.

Plotly videos

+ Add

Create Real-time Chart with Javascript | Plotly.js Tutorial

More videos:

  • Review - Introducing plotly.py 3.0
  • Review - Is Plotly The Better Matplotlib?
  • Tutorial - Plotly Tutorial 2021
  • Review - Data Visualization as The First and Last Mile of Data Science Plotly Express and Dash | SciPy 2021

Evidence.dev videos

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

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Category Popularity

0-100% (relative to Plotly and Evidence.dev)

Plotly

Evidence.dev

Data Visualization
89 89%
Data Visualization
11% 11
Business Intelligence
0 0%
Business Intelligence
100% 100
Charting Libraries
100 100%
Charting Libraries
0% 0
Reporting Platform
0 0%
Reporting Platform
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 Plotly and Evidence.dev

Plotly Reviews

Best 8 Redash Alternatives in 2023 [In Depth Guide]
Plotly is specifically designed for companies who want to build and deploy analytic applications like dashboards using Python, Julia, or R without needing DevOps or Javascript developers.
Source: www.datapad.io
5 Best Python Libraries For Data Visualization in 2023
Plotly is a web-based data visualization toolkit that comes with unique functionalities such as dendrograms, 3D charts, and also contour plots, which is not very common in other libraries. It has a great API offering scatter plots, line charts, bar charts, error bars, box plots, and other visualizations. Plotly can even be accessed from a Python Notebook.
Source: www.technotification.com
Top 8 Python Libraries for Data Visualization
Plotly is a free open-source graphing library that can be used to form data visualizations. Plotly (plotly.py) is built on top of the Plotly JavaScript library (plotly.js) and can be used to create web-based data visualizations that can be displayed in Jupyter notebooks or web applications using Dash or saved as individual HTML files. Plotly provides more than 40 unique...
Source: www.geeksforgeeks.org
5 top picks for JavaScript chart libraries
Plotly is a graphing library thatโ€™s available for various runtime environments, including the browser. It supports many kinds of charts and graphs that we can configure with a variety of options.
Source: blog.logrocket.com

Evidence.dev Reviews

We have no reviews of Evidence.dev yet.
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Social recommendations and mentions

Based on our record, Plotly should be more popular than Evidence.dev. It has been mentiond 34 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.

Plotly mentions (34)

  • How to Analyze 47 Million Hacker News Posts: A Data Scientist's Dream Dataset Just Got Better
    Let's dive into some practical examples. First, you'll need to set up your environment with the right tools. I recommend using pandas for data manipulation and plotly for visualization. - Source: dev.to / 4 months ago
  • Python for Data Visualization: Best Tools and Practices
    Plotly is perfect for interactive visualizations. You can create interactive charts and graphs that allow users to hover, click, and zoom in. Plotly is also great for web-based visuals, making it easy to share your findings online. - Source: dev.to / over 1 year ago
  • Generative AI Powered QnA & Visualization Chatbot
    Front End: A React application that leverages React-Chatbotify library to easily integrate a chatbot GUI. It also uses the Plotly library to display the charts/visualizations. The generative AI implementation and details are entirely abstracted from the front end. The front-end application depends on a single REST endpoint of the backend application. - Source: dev.to / over 1 year ago
  • Build a Stock Dashboard in less than 40 lines of Python code!๐Ÿค“
    In this tutorial, Mariya Sha will guide you through building a stock value dashboard using Taipy, Plotly, and a dataset from Kaggle. - Source: dev.to / over 1 year ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    How to Accomplish: Utilize visualization libraries like Matplotlib, Seaborn, or Plotly in Python to create histograms, scatter plots, and bar charts. For image data, use tools that visualize images alongside their labels to check for labeling accuracy. For structured data, correlation matrices and pair plots can be highly informative. - Source: dev.to / about 2 years ago
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Evidence.dev mentions (19)

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What are some alternatives?

When comparing Plotly and Evidence.dev, you can also consider the following products

D3.js - D3.js is a JavaScript library for manipulating documents based on data. D3 helps you bring data to life using HTML, SVG, and CSS.

Blazer Rails Engine - Open source business intelligence tool.

RAWGraphs - RAWGraphs is an open source app built with the goal of making the visualization of complex data...

RATH - RATH - Your Open Source Augmented Analytics Alternative for Business Intelligence, Redefine the Exploratory Data Analysis Workflow with AI.

Tableau - Tableau can help anyone see and understand their data. Connect to almost any database, drag and drop to create visualizations, and share with a click.

Kanaries - Kanaries(k6s) RATH is an automated data exploration tool that can help you automate discovery patterns and insights and generate charts and dashboards. It uses an AI-enhanced engine to automate the working flow in data analysis.

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