Software Alternatives, Accelerators & Startups

Pandas VS Netumo

Compare Pandas VS Netumo 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.

Netumo logo Netumo

Ensure healthy website performance, uptime, and free from vulnerabilities. Automatic checks for SSL Certificates, domains and monitor issues with your websites all from one console and get instant notifications on any issues.
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  • Pandas Landing page
    Landing page //
    2023-05-12
  • Netumo Landing page
    Landing page //
    2021-12-01

Monitors your Sites' uptime, security, performance, Domain Name Expirations, and SSL Certificates 24/7. Netumo is not just an uptime monitor but a console to manage all your sites and ensure they are healthy. Check the performance of your site, the SEO and best practices as well as run vulnerability scans on the site.

Netumo also informs you if there is any downtime immediately via one of our integrated message platform, such as Email, SMS, Twilio, Webhooks, Slack, Webex and Microsoft Teams.

Start with a FREE Account today.

Netumo

Website
netumo.com
$ Details
freemium $9.0 / Monthly (Lite plan)
Platforms
Cloud Browser Android Google Chrome Azure
Release Date
2020 March

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.

Netumo features and specs

  • Monitoring
  • SSL Monitoring
  • Twitter
  • SMS notifications
  • Email notifications
  • Slack Notifications
  • Microsoft Teams Notifications
  • RESTful API
  • API Monitoring
  • Telegram Notifications
  • SaaS
  • Android App
  • Status Pages

Pandas videos

Ozzy Man Reviews: Pandas

More videos:

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

Netumo videos

Netumo Overview

More videos:

Category Popularity

0-100% (relative to Pandas and Netumo)
Data Science And Machine Learning
Monitoring Tools
0 0%
100% 100
Data Science Tools
100 100%
0% 0
Website Monitoring
0 0%
100% 100

Questions and Answers

As answered by people managing Pandas and Netumo.

What makes your product unique?

Netumo's answer:

Netumo is not just an uptime monitoring platform. It offers more as uptime is just one part of a healthy website. Security, SEO checks and more are all as important.

Why should a person choose your product over its competitors?

Netumo's answer:

Netumo is unique as it offers various checks that truly check the if a website is healthy such as the vulnerability assessment, the performance, and more. It not only gives the problem but provides points on how to solve the issues.

How would you describe your primary audience?

Netumo's answer:

Any organization that has multiple websites and portals that need to be monitored and checked that they are running smoothly.

-Web Developers -Web Agencies -IT Departments that manage multiple portals and websites

What's the story behind your product?

Netumo's answer:

Netumo started as we saw a gap in the market from online tools that just check uptime and do not check other aspects of a website. It is vital for any organization that manages multiple websites to have a central console where they can see them all and check them not just that they are alive, but their security is fine and that they are truly healthy.

Which are the primary technologies used for building your product?

Netumo's answer:

Netumo is running on Microsoft Azure. It also does use several open source technologies to keep some checks running smoothly such as Lighthouse from Google Chrome, Nuclei, and also Azure Open AI.

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 Netumo

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

Netumo Reviews

  1. Christian Bugeja
    · Senior Solutions Architect at EML ·
    Must have Monitoring Tool

    A tool that I've introduced at my work place and for sure made it a lot easier for staff (DevOps/SysOps/NOCs/Managers,etc) to monitor Domains, Hosts, APIs, SSL Certs and more. Highly recommended to have this monitoring buddy at hand :)

  2. Great tool for a fraction of what you pay for competitors

    Netumo is a very flexible tool that has all the features of any website monitoring service at a fraction of the price! My preferred feature is the Keyword Content Notification, where Netumo not only checks if the site is up but can check for certain content! Highly Recommended!

    🏁 Competitors: Pingdom
    👍 Pros:    Good price|Feature rich|User friendly interface|Great user experience|Reliable
    👎 Cons:    Mobile app needs to catch up to web app
  3. Carl
    · Student at N/A ·
    Very reliable and unbelievable prices!

    I thought Netumo was very useful for me. Was always notified when my website had issues. I liked the new UI very much and also found the new response time report very useful. Very easy to use and very good value for money especially since the prices were very affordable. Being a student I thought the free plan was very convenient to test out my new website.


Top 48+ Best Website Monitoring Software
Netumo monitors your websites and checks it’s content based on a frequency you set. As soon as something happens you get immediately notified via Email/SMS/Twitter.

Social recommendations and mentions

Based on our record, Pandas seems to be more popular. 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 / 18 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

Netumo mentions (0)

We have not tracked any mentions of Netumo yet. Tracking of Netumo recommendations started around Mar 2021.

What are some alternatives?

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

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

UptimeRobot - Free Website Uptime Monitoring

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

RedGate SQL Monitor - SQL Monitor helps you and your team find issues – before they become problems

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

ServerSuit - ServerSuit is a browser based program that enables remote Linux administration, monitoring, website hosting, and server setup automation.