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Plotly VS ScienceDirect

Compare Plotly VS ScienceDirect and see what are their differences

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Plotly logo Plotly

Low-Code Data Apps

ScienceDirect logo ScienceDirect

ScienceDirect provides subscription-based access to a large database of scientific and medical...
  • Plotly Landing page
    Landing page //
    2023-07-31
  • ScienceDirect Landing page
    Landing page //
    2022-11-04

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.

ScienceDirect features and specs

  • Extensive Database
    ScienceDirect offers access to a large collection of scientific and technical research articles, enabling users to find literature on a wide range of subjects.
  • Peer-Reviewed Journals
    The platform hosts a multitude of peer-reviewed journals, ensuring that the information is credible and reliable.
  • Advanced Search Options
    ScienceDirect provides advanced search and filtering options, allowing users to efficiently locate relevant research articles.
  • User-Friendly Interface
    The platform has a user-friendly design that makes it easy for users to navigate and access content.
  • Accessibility Tools
    ScienceDirect includes tools such as PDF downloads, citation information, and sharing options, facilitating the research process.

Possible disadvantages of ScienceDirect

  • Access Limitations
    Many articles require a subscription or institutional access, which can limit availability for individuals without proper access.
  • Cost
    Subscription fees for access to ScienceDirect can be high, potentially posing a barrier for some users or institutions.
  • Variable Content Quality
    While many articles are of high quality, the expansive nature of the database means there may be variability in the depth and rigor of available research.
  • Complex Navigation at Times
    Despite the user-friendly interface, new users may initially find the vast array of options and features overwhelming.
  • Dependence on Internet Connectivity
    Accessing articles requires a stable internet connection, which can be problematic in areas with limited connectivity.

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

ScienceDirect videos

+ Add

ScienceDirect Quick Tutorial Video

More videos:

  • Tutorial - ScienceDirect Database Search Tutorial
  • Tutorial - How to search research paper on sciencedirect

Category Popularity

0-100% (relative to Plotly and ScienceDirect)

Plotly

ScienceDirect

Data Visualization
100 100%
Data Visualization
0% 0
Education & Reference
0 0%
Education & Reference
100% 100
Charting Libraries
100 100%
Charting Libraries
0% 0
Torrents
0 0%
Torrents
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 ScienceDirect

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 that’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

ScienceDirect Reviews

We have no reviews of ScienceDirect yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Plotly should be more popular than ScienceDirect. 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 / 6 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!🤓
    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 / almost 2 years 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
View more

ScienceDirect mentions (20)

  • Filament to use on High Altitude Balloon
    You can research some more in those two sites (especially in sciencedirect.com, you can filter by open studies if you are broke like me). Source: about 3 years ago
  • Tesla share down another 5%
    That's incorrect. You also need to get some better sources. EPA.gov, the ICCT report, and sciencedirect.com are highly political institutions. Source: over 3 years ago
  • Scientifically Documented Medical Miracle
    First of all, sciencedirect.com is not a peer reviewed science site. it gets a 2 out of 4 stars when rated by actual scientists. Source: almost 4 years ago
  • What's your "hot take" or unpopular opinion when it comes to dating?
    The source "sciencedirect.com" is at the end of the quote and you can easily do your own research but you won't. Also the point is to show the hypocrisy that people accept random standards like that because you're programmed to. Source: almost 4 years ago
  • Solar Power for Coop Water Warmer
    You might want to look at building a passive solar water heater. According to sciencedirect.com, "passive solar water heating systems generally transfer heat by natural circulation as a result of buoyancy due to temperature difference between two regimes; hence they do not require pumps to operate. They are the most commonly used solar water heating systems for domestic application." They are non-electric. Source: about 4 years ago
View more

What are some alternatives?

When comparing Plotly and ScienceDirect, 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.

Springer Link - Springer Link is a website offering access to millions of articles, research papers, books, and journals to researchers and students.

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

Emerald Insight - Emerald Insight is a website that offers you thousands of books, articles, journals, and research papers on virtually all subjects from physical sciences such as physics and chemistry, to life sciences such as botany and zoology.

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.

ProQuest - ProQuest is a website that serves as an online educational hub where you can get eBooks, journals, research papers, articles, and even audios, videos, historical news, and magazines on any topic, subject, or fields such as physical sciences, health …

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