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Kiwi.com VS NumPy

Compare Kiwi.com VS NumPy and see what are their differences

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Kiwi.com logo Kiwi.com

Find and book the best low-cost flights all around the world

NumPy logo NumPy

NumPy is the fundamental package for scientific computing with Python
  • Kiwi.com Landing page
    Landing page //
    2023-07-24
  • NumPy Landing page
    Landing page //
    2023-05-13

Kiwi.com

Website
kiwi.com
$ Details
-
Release Date
2012 January
Startup details
Country
Czech Republic
City
Brno
Founder(s)
Jiri Hlavenka
Employees
1,000 - 1,999

Kiwi.com features and specs

  • Comprehensive Search Engine
    Kiwi.com provides a powerful search engine that aggregates flights, trains, and buses worldwide, offering a wide array of travel options.
  • Virtual Interlining
    Kiwi.com's Virtual Interlining technology allows users to book multi-airline itineraries at competitive prices, even if the airlines do not have codeshare agreements.
  • Kiwi.com Guarantee
    The Kiwi.com Guarantee ensures coverage in cases of connection disruptions, offering assistance with rebooking and accommodation, which adds security to complex travel itineraries.
  • User-Friendly Interface
    The platform features an intuitive and user-friendly interface that simplifies the process of searching, comparing, and booking travel.
  • Mobile App
    Kiwi.com offers a mobile app that enhances the user experience by providing convenient access to bookings, real-time updates, and travel management tools.

Possible disadvantages of Kiwi.com

  • Customer Service Issues
    Some users have reported difficulties in reaching Kiwi.com's customer service, as well as experiencing delays in receiving support and resolutions.
  • Hidden Fees
    There have been reports of hidden fees or unexpected charges during the booking process, which can lead to higher-than-anticipated costs.
  • Refund and Cancellation Policies
    Kiwi.comโ€™s refund and cancellation policies can be restrictive, and users have reported challenges in receiving refunds in a timely manner.
  • Complex Itinerary Risks
    While Virtual Interlining offers more travel options, it can also introduce complexity and risk, especially if the user misses a connection or if one leg of the journey is disrupted.
  • Third-Party Bookings
    Since Kiwi.com operates as an intermediary, there can be complications or confusion when dealing directly with airlines or other service providers for changes or issues related to bookings.

NumPy features and specs

  • Performance
    NumPy operations are executed with highly optimized C and Fortran libraries, making them significantly faster than standard Python arithmetic operations, especially for large datasets.
  • Versatility
    NumPy supports a vast range of mathematical, logical, shape manipulation, sorting, selecting, I/O, and basic linear algebra operations, making it a versatile tool for scientific and numeric computing.
  • Ease of Use
    NumPy provides an intuitive, easy-to-understand syntax that extends Python's ability to handle arrays and matrices, lowering the barrier to performing complex scientific computations.
  • Community Support
    With a large and active community, NumPy offers extensive documentation, tutorials, and support for troubleshooting issues, as well as continuous updates and enhancements.
  • Integrations
    NumPy integrates seamlessly with other libraries in Python's scientific stack like SciPy, Matplotlib, and Pandas, facilitating a streamlined workflow for data science and analysis tasks.

Possible disadvantages of NumPy

  • Memory Consumption
    NumPy arrays can consume large amounts of memory, especially when working with very large datasets, which can become a limitation on systems with limited memory capacity.
  • Learning Curve
    For users new to scientific computing or coming from different programming backgrounds, understanding the intricacies of NumPy's operations and efficient usage can take time and effort.
  • Limited GPU Support
    NumPy primarily runs on the CPU and doesn't natively support GPU acceleration, which can be a disadvantage for extremely compute-intensive tasks that could benefit from parallel processing.
  • Dependency on Python
    Since NumPy is a Python library, it depends on the Python runtime environment. This can be a limitation in environments where Python is not the primary language or isn't supported.
  • Indexing Complexity
    Although NumPy's slicing and indexing capabilities are powerful, they can sometimes be complex or unintuitive, especially for multi-dimensional arrays, leading to potential errors and confusion.

Analysis of Kiwi.com

Overall verdict

  • While Kiwi.com can be a good choice for budget-conscious travelers seeking flexible itineraries and unique travel combinations, it may come with downsides such as limited customer service and strict change or cancellation policies. Some users report issues with after-sales support and additional fees.

Why this product is good

  • Kiwi.com is generally well-regarded for its user-friendly platform that aggregates flights from various airlines, including low-cost carriers, allowing users to find and book budget-friendly travel options. It has a sophisticated search engine that includes multi-city itineraries and features like 'Nomad' that can help find cheaper alternatives. Customers appreciate the potential cost savings and unique travel combinations.

Recommended for

  • Budget travelers looking for deals
  • Flexible travelers who can handle complex itineraries
  • Tech-savvy users comfortable navigating online booking platforms

Analysis of NumPy

Overall verdict

  • Yes, NumPy is considered good. It is a foundational library in the Python ecosystem for numerical computing and is used globally by researchers, engineers, and data scientists.

Why this product is good

  • NumPy is widely regarded as a good library because it offers fast, flexible, and efficient array handling that is integral to scientific computing in Python. It provides tools for integrating C/C++ and Fortran code, useful linear algebra, random number capabilities, and a vast collection of mathematical functions. Its array broadcasting capabilities and versatility make complex mathematical computations straightforward.

Recommended for

  • Scientists and researchers working with large-scale scientific computations.
  • Data scientists engaged in data analysis and manipulation.
  • Engineers and developers needing performance-optimized mathematical computations.
  • Educators and students in STEM fields.

Kiwi.com videos

Customer Testimonial: Skypicker

More videos:

  • Review - Avoid This HUGE Mistake When Booking Flights - Kiwi.com
  • Review - Kiwi.com Reviews - Avoid at all costs buying travel through KIWI

NumPy videos

Learn NUMPY in 5 minutes - BEST Python Library!

More videos:

  • Review - Python for Data Analysis by Wes McKinney: Review | Learn python, numpy, pandas and jupyter notebooks
  • Review - Effective Computation in Physics: Review | Learn python, numpy, regular expressions, install python

Category Popularity

0-100% (relative to Kiwi.com and NumPy)
Travel
100 100%
0% 0
Data Science And Machine Learning
Travel & Tourism
100 100%
0% 0
Data Science Tools
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 Kiwi.com and NumPy

Kiwi.com Reviews

Best Tools for Planning a Vacation to Ireland in 2025
Based in the Czech Republic, Kiwi's claim to fame is that they can combine flights and other forms of transportation into a single booking, all for a low price.
17 Best Skyscanner Alternatives Sites
In addition to prompt alerts, daily deals, and a clean layout, Kiwi.com delivers an accessible pricing map, allowing you to see fares from various airports all over the globe. One might say that this flight comparison site quite literally puts the world at your fingertips. It also covers you in the case of schedule changes or delays by way of the Kiwi guarantee.
Source: manofmany.com
The 9 Best Skyscanner Alternatives To Book Cheap Travel
Kiwi.com is a bit different than most of the other search engines. It is a tool you can use just like Skyscanner, but it is an OTA. An OTA is an online travel agent. There are customer service people who have a slight guarantee to help you out. They will book flights for you as a travel agent will.
Third Party Airfare Booking Sites: The Power Rankings - who to trust, who to avoid
It does not appear that Kiwi has any sort of 24 hour cancellation policy. It's best to assume you cannot cancel your flight within 24 hours of booking without paying a hefty fee.

NumPy Reviews

25 Python Frameworks to Master
SciPy provides a collection of algorithms and functions built on top of the NumPy. It helps to perform common scientific and engineering tasks such as optimization, signal processing, integration, linear algebra, and more.
Source: kinsta.com
Top 8 Image-Processing Python Libraries Used in Machine Learning
Scipy is used for mathematical and scientific computations but can also perform multi-dimensional image processing using the submodule scipy.ndimage. It provides functions to operate on n-dimensional Numpy arrays and at the end of the day images are just that.
Source: neptune.ai
Top Python Libraries For Image Processing In 2021
Numpy It is an open-source python library that is used for numerical analysis. It contains a matrix and multi-dimensional arrays as data structures. But NumPy can also use for image processing tasks such as image cropping, manipulating pixels, and masking of pixel values.
4 open source alternatives to MATLAB
NumPy is the main package for scientific computing with Python (as its name suggests). It can process N-dimensional arrays, complex matrix transforms, linear algebra, Fourier transforms, and can act as a gateway for C and C++ integration. It's been used in the world of game and film visual effect development, and is the fundamental data-array structure for the SciPy Stack,...
Source: opensource.com

Social recommendations and mentions

Based on our record, NumPy seems to be more popular. It has been mentiond 122 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.

Kiwi.com mentions (0)

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

NumPy mentions (122)

View more

What are some alternatives?

When comparing Kiwi.com and NumPy, you can also consider the following products

Skyscanner - Skyscanner.com compares over 1000 airlines to find you the cheapest airfares, fast.

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

KAYAK - KAYAK is a travel search engine that searches hundreds of other travel sites at once. Our helpful tools & features find you the information you need to make the right decisions on flights, hotels, rental cars and vacation packages.

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

Google Flights - Find cheap flights in seconds, explore destinations on a map, and sign up for fare alerts on Google Flights.

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