Software Alternatives, Accelerators & Startups

Pandas VS Telegram

Compare Pandas VS Telegram 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.

Telegram logo Telegram

Telegram is a messaging app with a focus on speed and security. It’s superfast, simple and free.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • Telegram Landing page
    Landing page //
    2023-10-21

Telegram

$ Details
Release Date
2013 January
Startup details
State
Dubai
City
Dubai
Founder(s)
Nikolai Durov
Employees
10 - 19

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.

Telegram features and specs

  • Privacy and Security
    Telegram offers end-to-end encryption for its Secret Chats and uses its MTProto protocol to ensure secure communication.
  • Multi-Platform Support
    Telegram is available on multiple platforms, including iOS, Android, Windows, macOS, and Linux, ensuring seamless access across different devices.
  • Cloud Storage
    Users can store and access their messages, files, and media in the cloud, making it easy to retrieve conversations from any device.
  • Large Group Chats
    Telegram supports large group chats with up to 200,000 members, making it suitable for communities and public discussion groups.
  • Bots and Automation
    Developers can create custom bots to automate tasks, provide customer service, or deliver content, enhancing the utility of the platform.
  • Customization
    Users can customize the app's appearance with themes, chat backgrounds, and other visual settings to suit their preferences.
  • Free and Ad-Free
    Telegram is free to use and does not show advertisements, which enhances the user experience.
  • File Sharing
    Users can share various types of files, including videos, documents, and images, with a generous file size limit of up to 2GB.

Possible disadvantages of Telegram

  • Data Privacy Concerns
    Despite claims of security, Telegram's servers are proprietary, and the company's data practices have been questioned by privacy advocates.
  • Limited E2E Encryption
    End-to-end encryption is only available for Secret Chats and not for all conversations, leaving standard chats potentially less secure.
  • Spam and Misinformation
    The platform's large group support and open nature make it susceptible to spam and the spread of misinformation.
  • Not Fully Open Source
    While Telegram's client-side code is open source, the server-side code remains proprietary, which limits transparency.
  • Blocked in Some Countries
    Telegram is blocked or restricted in certain countries due to its use by various groups, which may limit its accessibility for some users.
  • Resource Intensive
    The app can be resource-intensive on both mobile and desktop platforms, potentially affecting performance on lower-end devices.
  • No Direct Monetization Options for Users
    Users cannot directly monetize their content or channels within Telegram, which may be a disadvantage for content creators.

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

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

Telegram videos

WhatsApp vs Telegram vs Signal: Which is the BEST?!

More videos:

  • Review - 10 Reasons Why Telegram is BETTER than WhatsApp
  • Tutorial - How to Use Telegram

Category Popularity

0-100% (relative to Pandas and Telegram)
Data Science And Machine Learning
Communication
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Messaging
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 Telegram

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

Telegram Reviews

  1. Flawlessflower
    the best messanger sp far for me

    Very secure, straightforward,and i must say,more relevant nowadays, at least in my opinion.

    👍 Pros:    Intuitive|Easy user interface

20 Telegram Alternatives to Chat With in 2024
If you're looking for a Telegram alternative that actually does a lot of the same things, Facebook Groups is an option. Like Telegram, Facebook lets you cultivate large groups of people ("members") and curate content for them. And like Telegram, you can broadcast to the group (either via posts or livestreaming). People can react and join the conversation.
The 7 Best Facebook Alternatives in 2024
Telegram features all of the main communication features of Facebook’s DM service, such as text chats, voice calls, fun stickers (you can make Telegram stickers), and media attachments. It also supports group calls with support for millions of listeners, groups, and public channels that you can post to like you would on a Facebook profile.
10 Best Secure Messaging Apps to Keep Your Conversation Private
Apart from that, Telegram is fast, reliable, and packs features like large group chats, broadcasts, file and media sharing with incomparable size limitations and more. It also features cloud syncing so that you don’t lose your chats even when you are changing your devices. You can go through our article on Telegram tips and tricks to learn more about its features.
Source: beebom.com
10 Best Telegram Alternatives in 2024
Telegram was the most used texting and calling app launched by Nikolai and Pavel and platforms like this provides end-to-end encryption to users to ensure that their data are private in all sense. Telegram has a lot of features but it has a dark side too, it lacks some features as it does not support end-to-end encryption rather it only protects those chats that are marked...
Top 10 Apps like Telegram for Android and IOs [2023]
There are numerous popular apps like Telegram, that might provide fierce rivalry. When compared to Telegram features, other apps, such as Clap Messenger, have some better capabilities that can easily exceed Telegram. So, whether you want the best instant messaging platform, Clap Messenger is the best option, or if you want an all-in-one/Super app that also offers messaging...

Social recommendations and mentions

Based on our record, Pandas should be more popular than Telegram. It has been mentiond 219 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.

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 / 25 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 / 4 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

Telegram mentions (136)

  • Understanding the Market Dynamics of Fragment Telegram Username: An In-Depth Analysis
    Learn about Telegram’s growth and privacy features at Telegram. - Source: dev.to / 22 days ago
  • Enhancing User Experience in Fragment Telegram: A Comprehensive Analysis
    As digital identity and blockchain integration continue to evolve, Fragment Telegram sets an inspiring benchmark for other platforms looking to innovate while emphasizing ease of use and security. The discussion of these trends also intersects with broader topics in blockchain finance and development. For additional information on blockchain innovations, refer to Telegram’s official website and read about current... - Source: dev.to / 22 days ago
  • The Rise of Fragment Telegram Scams: What You Need to Know
    Digital communication platforms like Telegram have revolutionized how we stay connected, thanks to their focus on privacy and security. However, the very features that make these platforms valuable can also attract nefarious actors. One such threat is the rise of Fragment Telegram scams. In these scams, cybercriminals exploit Telegram’s groups and channels to deceive users with promises of exclusive content or... - Source: dev.to / 22 days ago
  • A hackable AI assistant using a single SQLite table and a handful of cron jobs
    *Update*: I tried writing a little Python code to read and write from a mailbox, reading worked great, but writing an email had the email disappear to some filter or spam or something somewhere. I've got to figure out where it went, but this is the warning that some people had about not trusting a messaging protocol (email in this case) when you can't control the servers. Messages can disappear. I read that... - Source: Hacker News / about 1 month ago
  • The Rise of Fragment Telegram Scams: What You Need to Know
    Instant messaging platforms like Telegram have grown in popularity because of their robust privacy and security features. However, these very strengths have attracted cybercriminals who employ Fragment Telegram scams to take advantage of unsuspecting users. This blog post details the rise of these scams, explains how they operate, and outlines strategies to recognize and counteract them. With an emphasis on... - Source: dev.to / about 2 months ago
View more

What are some alternatives?

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

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

Signal - Fast, simple & secure messaging. Privacy that fits in your pocket.

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

Slack - A messaging app for teams who see through the Earth!

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

WhatsApp - WhatsApp Messenger: More than 1 billion people in over 180 countries use WhatsApp to stay in touch with friends and family, anytime and anywhere.