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Pandas VS ConEmu

Compare Pandas VS ConEmu and see what are their differences

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LibHunt tracks mentions of software libraries on relevant social networks. Based on that data, you can find the most popular projects and their alternatives. featured
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Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Pandas logo Pandas

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

ConEmu logo ConEmu

ConEmu-Maximus5 is a full-featured local terminal for Windows devs, admins and users. Get better console window with tabs, splits, Quake style, copy+paste, DosBox and PuTTY integration, and much more.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • ConEmu Landing page
    Landing page //
    2021-09-22

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.

ConEmu features and specs

  • Customizability
    ConEmu offers a high degree of customizability, allowing users to tailor the interface, keyboard shortcuts, colors, and behavior to suit their workflow.
  • Tab Management
    The application supports multiple tabs, permitting users to manage various command-line sessions within a single window, enhancing multitasking capabilities.
  • Integrations
    ConEmu can integrate with various shells such as Command Prompt, PowerShell, Git Bash, Cygwin, and more, thus making it a versatile tool for a wide range of needs.
  • Quake-style Mode
    This feature allows users to quickly summon and hide the terminal with a specific key combination, similar to the drop-down console in Quake games.
  • Split View
    ConEmu offers split-view functionality, which allows users to see and interact with multiple terminal panes simultaneously.
  • Portable Mode
    The application can be used in portable mode, enabling users to carry their ConEmu settings and preferences across different machines without installation.

Possible disadvantages of ConEmu

  • Complex Setup
    For new users, the initial configuration can be somewhat complex and may require a steep learning curve to leverage all features effectively.
  • Windows Only
    ConEmu is exclusive to the Windows operating system, limiting its usage for individuals who work across multiple OS platforms.
  • Resource Intensive
    Compared to some lightweight terminal emulators, ConEmu can be more demanding on system resources, which may be a concern for users on lower-end hardware.
  • Occasional Stability Issues
    Some users have reported occasional crashes or instability, particularly when dealing with complex configurations or extensive usage.
  • Lack of Built-in SSH
    Unlike some terminal emulators, ConEmu does not come with built-in SSH capabilities, necessitating the use of third-party tools for SSH sessions.

Pandas videos

+ Add

Ozzy Man Reviews: Pandas

More videos:

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

ConEmu videos

+ Add

Development Tools: ConEmu

Category Popularity

0-100% (relative to Pandas and ConEmu)

Pandas

ConEmu

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
SSH
0 0%
SSH
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Server Management
0 0%
Server Management
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 ConEmu

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

ConEmu Reviews

7 Best Free Terminal Emulators For Windows 10/11 in 2022
It is free and open-source software that is built on the popular console emulator known as ConEmu. It is used to add enhancements from clink that provide bash style completion. Moreover, it also presents UNIX capabilities by extending them with PowerShell, MinnTTY, myysgit and Cygwin.
Source: www.securedyou.com
30 best PuTTY alternatives for SSH clients for 2020
Cmder is a straight-forward terminal emulator for Windows. The program runs on Windows and it is a combination of the ConEmu terminal emulation program with a Unix-like scripting language that works on Windows. The terminal emulator doesn’t have any encryption, so it would only be suitable for connections on private networks. The tool also lacks a file transfer system.
Source: www.comparitech.com

Social recommendations and mentions

Based on our record, Pandas seems to be a lot more popular than ConEmu. While we know about 219 links to Pandas, we've tracked only 19 mentions of ConEmu. 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 / 13 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 / 29 days 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
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ConEmu mentions (19)

  • Dos Navigator – an orthodox file manager
    The sources for the awesome Dos Navigator are published on Github. An updated fork named Necromancer's Dos Navigator [NDN] can be found here: http://ndn.muxe.com/ An alternative to DN/NDN, that is in active development, is Far Manager: https://www.farmanager.com/ All of them, especially Far, work well in ConEmu (https://conemu.github.io/) or cmder (https://cmder.app/) Maybe interested people or nostalgic ones can... - Source: Hacker News / 7 months ago
  • Any user with Win 7 user + Vim at terminal+airline_with_Powerline_symbols?
    On Windows 7 your best bet is to install a modern terminal emulator like ConEmu: https://conemu.github.io/. Source: almost 2 years ago
  • The amount of times I have accidentally done this...
    On my work system I have local admin but Windows Store is blocked by policy. One of my coworkers over on the DBA team had me install ConEmu which has some nice features similar to to Windows Terminal. Also, Posh-Git is a nice addition to have on top. Source: about 2 years ago
  • Name the tools you can't live without!
    Conemu if your a fan of that quake style terminal and tabbed terminals. Source: about 2 years ago
  • Steps of entering the IT world? Learn Python Or Operating systems first?
    If you do, try out this thing; https://conemu.github.io/. Source: over 2 years ago
View more

What are some alternatives?

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

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

MobaXterm - Enhanced terminal for Windows with X11 server, tabbed SSH client, network tools and much more

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

PuTTY - Popular free terminal application. Mostly used as an SSH client.

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

GNOME Terminal - GNOME Terminal is a terminal emulator for GNOME desktop.

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