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Pandas VS LightShot

Compare Pandas VS LightShot and see what are their differences

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Pandas logo Pandas

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

LightShot logo LightShot

The fastest way to take a customizable screenshot.
  • Pandas Landing page
    Landing page //
    2023-05-12
  • LightShot Landing page
    Landing page //
    2021-07-26

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.

LightShot features and specs

  • Ease of Use
    LightShot provides a user-friendly interface that allows users to take screenshots quickly with minimal effort.
  • Editing Tools
    The app includes built-in editing tools that allow users to annotate, highlight, and make quick adjustments to their screenshots immediately after capturing them.
  • Cloud Storage
    LightShot offers the option to upload screenshots to the cloud, making them accessible from any device and easy to share via a link.
  • Speed
    The application runs smoothly and captures screenshots very quickly, making it efficient for users who need rapid results.
  • Cross-Platform Support
    LightShot is available for both Windows and Mac, providing flexibility for users operating on different platforms.
  • Free to Use
    The application is free to download and use, making it accessible to users without any financial investment.

Possible disadvantages of LightShot

  • Limited Advanced Features
    While LightShot offers basic editing tools, it lacks more advanced features and options found in more comprehensive screenshot and image editing software.
  • Security Concerns
    Storing screenshots in the cloud can potentially raise security and privacy issues, as sensitive information could be exposed if the cloud storage is compromised.
  • Dependency on Internet
    The cloud upload feature depends on an internet connection, which can be inconvenient for users who need to share screenshots while offline.
  • Ads
    The free version of LightShot may contain ads, which can be distracting and detract from the user experience.
  • Lack of Integrations
    LightShot lacks integration with other productivity tools and services, limiting its utility for users who need seamless workflows with their existing software.
  • Platform Limitation
    LightShot does not support mobile platforms, so users cannot utilize the tool on smartphones or tablets.

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

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

LightShot videos

How to Take Screenshots Fast with Lightshot on Windows & Mac

More videos:

  • Review - [HD] Google Chrome Extension Review : Lightshot
  • Tutorial - How to Take Screenshots Fast with Lightshot | lightshot review Hindi

Category Popularity

0-100% (relative to Pandas and LightShot)
Data Science And Machine Learning
Screenshot Annotation
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Screenshots
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 LightShot

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

LightShot Reviews

Keeping Mac Screenshots Simple and Helpful
Lightshot: Perfect if you want to share a link fast. It handles capturing and minimal edits, making it suitable for daily communication.
Source: medium.com
5 Best Screenshot Tools for Mac in 2024 (Free & Paid)
In conclusion, these five screenshot apps for Mac offer a range of features to cater to different user needs. Xnapper stands out as the best all-in-one screenshot tool with its automatic beautification and screen recording capabilities. CleanShot X and Snagit are feature-rich and ideal for professionals, while Lightshot is perfect for users who prefer a simple free...
Source: storychief.io
The best screenshot tools for Mac
Users can enjoy added convenience by setting a shortcut key for the tool to activate. Sharing is quite effortless — once you upload your capture on the LightShot server, you receive a direct link that you can share with others. The LightShot website also offers simple tutorials for users to get a grasp of the tool.
Top 13 Free Snagit Alternatives For 2021
Lightshot is yet another free software like Snagit (well, besides the ‘free’ part obviously). Lightshot, available in Google Chrome Web Store , is a browser extension app that not only allows you to easily take a screenshot, but allows you to upload it to the server and creates a short link, similar to Screenrec .
Source: screenrec.com
15 Best Snagit Alternatives in 2020
Lightshot is screen capture tool allows you to take a screenshot quickly. It allows the user to take a screenshot of a selected area which can be resized or moved without any hassle.
Source: www.guru99.com

Social recommendations and mentions

Based on our record, Pandas should be more popular than LightShot. 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 / 26 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 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 / 9 months ago
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LightShot mentions (48)

  • Im curious
    Okay...from now on as soon as I see someone that takes hoi4 pics with PHONE I'm gonna give them this... https://app.prntscr.com/en/index.html download this shit and never use your phone to take pics of your monitor... Source: almost 2 years ago
  • Crispy ship after being directly beside a reactor failure 🤌
    Https://app.prntscr.com/en/index.html Do yourself a favor and get a screenshot tool and display your freshly crisped ships in full quality. Source: almost 2 years ago
  • underrated internet “hacks”
    You can use Lightshot Screenshot in Mac and Windows. Https://app.prntscr.com/en/index.html. Source: about 2 years ago
  • If you use print screen for captures for any reason.
    I came across this tool a few days ago and its pretty awesome so I just wanted to share, im sure there are others out there but for thoes that don't have and could use it's called Farlight. It lets you take a customizable screenshot with a border drag feature and save just the area you want to capture. Before I was using print screen and had to load it in gimp to crop it and scale it to size. Source: about 2 years ago
  • Screenshots from phone cameras are now banned.
    I highly recommend LightShot for Mac and Windows. It lets you choose which part of the screen to capture and adjust if you messed up; save or clipboard it; and doodle, add arrows, highlight, and add text without having to bring it into Paint first! Source: about 2 years ago
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What are some alternatives?

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

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

ShareX - ShareX is a free and open source program that lets you capture or record any area of your screen...

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

Greenshot - Greenshot is a free and open source screenshot tool that allows annotation and highlighting using the built-in image editor.

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

Snagit - Screen Capture Software for Windows and Mac