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Pandas VS LibreOffice

Compare Pandas VS LibreOffice and see what are their differences

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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.

LibreOffice logo LibreOffice

Free office suite, open source, and compatible with .doc, .docx, .xls, .xlsx, .ppt, .pptx files. Updated regularly – download for free. Originally based on OpenOffice.org.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • LibreOffice Landing page
    Landing page //
    2021-10-15

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.

LibreOffice features and specs

  • Free and Open Source
    LibreOffice is completely free to download and use, and as an open-source project, its source code is available for anyone to inspect, modify, and distribute.
  • Cross-Platform Compatibility
    LibreOffice can be used on various operating systems including Windows, macOS, and Linux, ensuring broad availability and support.
  • Strong Community Support
    The LibreOffice community offers extensive support through forums, documentation, and regular updates, ensuring continued improvements and user assistance.
  • Compatibility with Multiple File Formats
    LibreOffice supports a wide range of file formats, including Microsoft Office documents, making it easy to work with files created in other office suites.
  • Feature-Rich Suite
    LibreOffice includes powerful tools like Writer (word processor), Calc (spreadsheet), Impress (presentations), Draw (vector graphics), Base (database), and Math (formula editor).

Possible disadvantages of LibreOffice

  • Compatibility Issues
    Although LibreOffice supports many file formats, there might be occasional compatibility issues with complex Microsoft Office documents, leading to formatting problems.
  • User Interface
    Some users find LibreOffice's user interface to be less polished and more dated compared to more modern office suites like Microsoft Office or Google Workspace.
  • Learning Curve
    Switching from another office suite to LibreOffice can involve a learning curve, as users may need to familiarize themselves with different tools and features.
  • Limited Cloud Integration
    LibreOffice offers limited cloud storage and collaboration features compared to other cloud-based office suites like Google Workspace or Microsoft 365.
  • Performance
    For very large or complex documents, LibreOffice may sometimes lag or perform slower compared to other proprietary office software.

Analysis of Pandas

Overall verdict

  • Pandas is highly recommended for tasks involving data manipulation and analysis, especially for those working with tabular data. Its efficiency and ease of use make it a staple in the data science toolkit.

Why this product is good

  • Pandas is widely considered a good library for data manipulation and analysis due to its powerful data structures, like DataFrames and Series, which make it easy to work with structured data. It provides a wide array of functions for data cleaning, transformation, and aggregation, which are essential tasks in data analysis. Furthermore, Pandas seamlessly integrates with other libraries in the Python ecosystem, making it a versatile tool for data scientists and analysts. Its extensive documentation and strong community support also contribute to its reputation as a reliable tool for data analysis tasks.

Recommended for

    Pandas is particularly recommended for data scientists, analysts, and engineers who need to perform data cleaning, transformation, and analysis as part of their work. It is also suitable for academics and researchers dealing with data in various formats and needing powerful tools for their data-driven research.

Pandas videos

+ Add

Ozzy Man Reviews: Pandas

More videos:

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

LibreOffice videos

+ Add

Microsoft Office vs LibreOffice | How to Make the Change

More videos:

  • Review - LibreOffice Overview

Category Popularity

0-100% (relative to Pandas and LibreOffice)

Pandas

LibreOffice

Data Science And Machine Learning
100 100%
Data Science And Machine Learning
0% 0
Office Suites
0 0%
Office Suites
100% 100
Data Science Tools
100 100%
Data Science Tools
0% 0
Project Management
0 0%
Project 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 LibreOffice

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

LibreOffice Reviews

Top Alternatives to Microsoft Office Suite
LibreOffice is a powerful open-source office suite that includes Writer, Calc, Impress, and more. With a user-friendly interface and compatibility with Microsoft Office formats, LibreOffice is an excellent alternative for businesses looking to save costs without compromising on functionality.
Source: saaszeal.com
10 Best Visio Alternatives for Cost Effective Diagramming [2022]
LibreOffice is a free and open-source office productivity software suite, a project of The Document Foundation. It was forked in 2010 from OpenOffice.org, an open-sourced version of the earlier StarOffice.
Source: todaystechworld.com

Social recommendations and mentions

Based on our record, Pandas seems to be a lot more popular than LibreOffice. While we know about 219 links to Pandas, we've tracked only 15 mentions of LibreOffice. 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 / about 2 months 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 / 2 months 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 / 2 months 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 / 10 months ago
View more

LibreOffice mentions (15)

  • If I can add a PDF as an object to a Word file without Acrobat?
    Install LibreOffice (https://libreoffice.org) – free. Then open it in Draw and save as PNG or SVG. The latter will give you a vectorial file. Import those files in Word. Source: over 1 year ago
  • Is libre office free?
    Libre office is open source and free. Ignore the MS store , download it from libreoffice.org. Source: almost 2 years ago
  • What comes to your mind when you hear the words ‘tech abuse’?
    Microsoft Office -- Libreoffice. A customizable free and open source office suite. Source: over 2 years ago
  • An explanation of what we're talking about over here
    First, what is a distro? Distro, is short for distribution. A Linux distribution is basically an operating system, with added software (for example LibreOffice. In Linux there are a lot of distributions. This is because each distribution has a different idea on how things should be done. For example: one distribution uses the GNOME desktop, while the other uses KDE/Plasma, for example. There are a lot of ways in... Source: over 2 years ago
  • Windows Defender problem
    You either buy a license or resort to solutions like this: Https://libreoffice.org. Source: over 2 years ago
View more

What are some alternatives?

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

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

Microsoft 365 - Boost your productivity with reliable access anywhere with services like email, calendar, file sharing, meetings, instant messaging, and Office Online

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

ONLYOFFICE - ONLYOFFICE is a complete office and productivity suite.

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

WPS Office - Would you need Office Word, Excel or PowerPoint for Home, business or School? WPS.com would give you right version for you.

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