Software Alternatives, Accelerators & Startups

Pandas VS Zoom

Compare Pandas VS Zoom and see what are their differences

Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Pandas logo Pandas

Pandas is an open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python.

Zoom logo Zoom

Equip your team with tools designed to collaborate, connect, and engage with teammates and customers, no matter where you’re located, all in one platform.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • Zoom Zoom AI Companion
    Zoom AI Companion //
    2024-02-05
  • Zoom Zoom Team Chat
    Zoom Team Chat //
    2024-02-05
  • Zoom Zoom Meetings Persistent Team Chat
    Zoom Meetings Persistent Team Chat //
    2024-02-05
  • Zoom Zoom Clips
    Zoom Clips //
    2024-02-05
  • Zoom Zoom Phone
    Zoom Phone //
    2024-02-05
  • Zoom Zoom Mail - Email Compose with Zoom AI Companion
    Zoom Mail - Email Compose with Zoom AI Companion //
    2024-02-05
  • Zoom Zoom Contact Center
    Zoom Contact Center //
    2024-02-05
  • Zoom Zoom Platform Analytics
    Zoom Platform Analytics //
    2024-02-05
  • Zoom Zoom Whiteboard
    Zoom Whiteboard //
    2024-02-05
  • Zoom Zoom Events
    Zoom Events //
    2024-02-05
  • Zoom Zoom Rooms - Intelligent Director
    Zoom Rooms - Intelligent Director //
    2024-02-05

Equip your team with the communication and collaboration tools they crave including team chat, video conferencing, phone, email, and calendar all in one platform.

Share, connect, and engage with teammates no matter where you’re located with the tools you need like docs, notes, whiteboards, and video clips.

Make teamwork more meaningful across hybrid teams with modern collaboration solutions designed for teams like yours like meeting room systems, digital signage, and employee communications.

Zoom

Website
zoom.com
$ Details
freemium $15.99 / Monthly (Pro - Great for Small Teams)
Platforms
Mobile Desktop
Release Date
2011 June

Pandas features and specs

  • Data Wrangling
    Pandas offers robust tools for manipulating, cleaning, and transforming data, making it easier to prepare data for analysis.
  • Flexible Data Structures
    Pandas provides two primary data structures: Series and DataFrame, which are flexible and offer powerful capabilities for handling various types of datasets.
  • Integration with Other Libraries
    Pandas integrates seamlessly with other Python libraries such as NumPy, Matplotlib, and SciPy, facilitating comprehensive data analysis workflows.
  • Performance with Data Size
    For data sizes that fit into memory, Pandas performs excellently with operations and computations being highly optimized.
  • Rich Feature Set
    Pandas provides a wide array of functionalities, including but not limited to group-by operations, merging and joining data sets, time-series functionality, and input/output tools.
  • Community and Documentation
    Pandas has a strong community and extensive documentation, offering a wealth of tutorials, examples, and support for new and experienced users alike.

Possible disadvantages of Pandas

  • Memory Consumption
    Pandas can become memory inefficient with very large datasets because it relies heavily on in-memory operations.
  • Single-threaded
    Many Pandas operations are single-threaded, which can lead to performance bottlenecks when handling very large datasets.
  • Steep Learning Curve
    For users who are new to data analysis or Pandas, there can be a steep learning curve due to its extensive capabilities and complex syntax at times.
  • Less Suitable for Real-time Analytics
    Pandas is not designed for real-time analytics and is better suited for batch processing due to its in-memory operations and single-threaded nature.
  • Error Handling
    Error messages in Pandas can sometimes be cryptic and hard to interpret, making debugging a challenge for users.

Zoom features and specs

  • Ease of Use
    Zoom provides a user-friendly interface, making it accessible for users of all technical skill levels.
  • High-Quality Video and Audio
    Zoom offers high-definition video and clear audio quality even in large group meetings, ensuring effective communication.
  • Cross-Platform Support
    Zoom is available on multiple platforms, including Windows, macOS, Linux, iOS, and Android, allowing users to join meetings from any device.
  • Large Meeting Capacity
    Zoom supports large group meetings with up to 1,000 video participants and 10,000 viewers, making it suitable for webinars and large conferences.
  • Screen Sharing and Collaboration
    Participants can share their screens, annotate, and use collaborative tools like whiteboards, facilitating productive meetings and collaboration.
  • Integration with Other Tools
    Zoom integrates with various business productivity tools such as Slack, Microsoft Teams, and Google Calendar, enhancing workflow efficiency.

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

  • Review - Ozzy Man Reviews: PANDAS Part 2
  • Review - Trash Pandas Review with Sam Healey

Zoom videos

More than Zoom

More videos:

  • Review - Zoom Review: is This a Cheaper Webinar Software Alternative?
  • Review - A Review of Zoom.us for Teaching Online Lessons
  • Tutorial - How To Use Zoom (plus Breakout Groups) -- Favorite Video Conferencing Platform

Category Popularity

0-100% (relative to Pandas and Zoom)
Data Science And Machine Learning
Communication
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Video Conferencing
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 Pandas and Zoom

Pandas Reviews

25 Python Frameworks to Master
Pandas is a powerful and flexible open-source library used to perform data analysis in Python. It provides high-performance data structures (i.e., the famous DataFrame) and data analysis tools that make it easy to work with structured data.
Source: kinsta.com
Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
When it comes to ETL, you can do almost anything with Pandas if you're willing to put in the time. Plus, pandas is extraordinarily easy to run. You can set up a simple script to load data from a Postgre table, transform and clean that data, and then write that data to another Postgre table.
Source: www.xplenty.com

Zoom Reviews

  1. EllaSvensson
    · Marketing Manager at Freelancer ·
    A Reliable Solution for Smooth Virtual Meetings

    Zoom is an incredibly reliable platform for virtual meetings, offering clear video and audio quality even with large groups. Its features like screen sharing, breakout rooms, and webinars make it versatile for both small team discussions and larger presentations. While the platform is easy to use, the participant management and chat features could use some improvement. Overall, Zoom remains a go-to solution for seamless remote collaboration.

    🏁 Competitors: Google Meet
  2. Tanvi Acharya.

    Zoom is a video conferencing app that simplifies online meetings, allowing users to connect seamlessly through video, audio, and chat features. It offers a user-friendly interface, reliable performance, and various functionalities like screen sharing, breakout rooms, and recording options. However, occasional connectivity issues or fatigue from long meetings may be encountered. Overall, Zoom serves as a versatile tool for virtual collaboration and communication.

  3. Sundus Shahid
    An incredible platform to conduct meetings

    User friendly interface and a good platform to arrange professional meetings

    👍 Pros:    Easy user interface

Top 12 Online Collaboration Tools for Smart Working
Zoom is a virtual collaboration tool that enhances team efficiency by offering various features to suit different sizes and needs of teams, such as video and audio calls, screen sharing, recording, and fun virtual backgrounds. The user-friendly interface makes it simple to get started.
Source: niftypm.com
Top 10 Webex alternatives in 2024
Zoom is one of the most sought-after platforms for video conferencing, webinars, live chat, audio conferencing, and business meetings. It can be accessed through desktop or mobile applications.
Source: www.rocket.chat
Webex Alternatives: 10 Best Tools for Interactive Webinars (2024)
My experience with Zoom has been transformative, primarily due to its vast array of third-party integrations. Whether syncing with my calendar, leveraging CRM tools, or integrating with educational platforms, Zoom’s ecosystem enhances my webinars’ efficiency and reach.
The 8 best Webex alternatives (2024)
Zoom is a U.S. based meeting software that also offers the webinar add-on Zoom Webinar. Zoom Video Communications was founded in 2011. Typically, you download Zoom software on your computer and can then host and attend webinars.
Source: univid.io
The 7 best Zoom alternatives in 2024
GoTo Meeting offers a lot of the same video conferencing features as Zoom, like chat, Q&A, an AI meeting assistant, and security controls. But when you compare apples to apples, Zoom outperforms GoTo Meeting in every category. Because of that, it wouldn't have made this list except for one key feature: cloud storage.
Source: zapier.com

Social recommendations and mentions

Pandas might be a bit more popular than Zoom. We know about 219 links to it since March 2021 and only 196 links to Zoom. 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.

Pandas mentions (219)

  • Top Programming Languages for AI Development in 2025
    Libraries for data science and deep learning that are always changing. - Source: dev.to / 22 days ago
  • How to import sample data into a Python notebook on watsonx.ai and other questions…
    # Read the content of nda.txt Try: Import os, types Import pandas as pd From botocore.client import Config Import ibm_boto3 Def __iter__(self): return 0 # @hidden_cell # The following code accesses a file in your IBM Cloud Object Storage. It includes your credentials. # You might want to remove those credentials before you share the notebook. Cos_client = ibm_boto3.client(service_name='s3', ... - Source: dev.to / about 1 month ago
  • How I Hacked Uber’s Hidden API to Download 4379 Rides
    As with any web scraping or data processing project, I had to write a fair amount of code to clean this up and shape it into a format I needed for further analysis. I used a combination of Pandas and regular expressions to clean it up (full code here). - Source: dev.to / about 1 month ago
  • Must-Know 2025 Developer’s Roadmap and Key Programming Trends
    Python’s Growth in Data Work and AI: Python continues to lead because of its easy-to-read style and the huge number of libraries available for tasks from data work to artificial intelligence. Tools like TensorFlow and PyTorch make it a must-have. Whether you’re experienced or just starting, Python’s clear style makes it a good choice for diving into machine learning. Actionable Tip: If you’re new to Python,... - Source: dev.to / 3 months ago
  • Sample Super Store Analysis Using Python & Pandas
    This tutorial provides a concise and foundational guide to exploring a dataset, specifically the Sample SuperStore dataset. This dataset, which appears to originate from a fictional e-commerce or online marketplace company's annual sales data, serves as an excellent example for learning and how to work with real-world data. The dataset includes a variety of data types, which demonstrate the full range of... - Source: dev.to / 9 months ago
View more

Zoom mentions (196)

View more

What are some alternatives?

When comparing Pandas and Zoom, you can also consider the following products

NumPy - NumPy is the fundamental package for scientific computing with Python

Skype - Stay in touch with your family and friends for free on Skype. Download Skype today to chat and call on desktop and mobile.

Scikit-learn - scikit-learn (formerly scikits.learn) is an open source machine learning library for the Python programming language.

GoToMeeting - GoToMeeting is a web conferencing service offering a range of services which are available on Mac, PC, iOS and Android devices.

OpenCV - OpenCV is the world's biggest computer vision library

WebEx - Cisco WebEx Web Conferencing, Online Meetings, Desktop Sharing, Video Conferencing