Handsontable vs NumPy vs Pandas





What is Handsontable?

Handsontable is a minimalist approach to Excel-like table editor (datagrid/data grid) in HTML & JavaScript.

What is NumPy?

Besides its obvious scientific uses, NumPy can also be used as an efficient multi-dimensional container of generic data. Arbitrary data-types can be defined. This allows NumPy to seamlessly and speedily integrate with a wide variety of databases.

What is Pandas?

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more.

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Why do developers choose Handsontable?
Why do developers choose NumPy?
Why do developers choose Pandas?
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What are the cons of using Pandas?
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What are some alternatives to Handsontable, NumPy, and Pandas?
Using MATLAB, you can analyze data, develop algorithms, and create models and applications. The language, tools, and built-in math functions enable you to explore multiple approaches and reach a solution faster than with spreadsheets or traditional programming languages, such as C/C++ or Java.
R provides a wide variety of statistical (linear and nonlinear modelling, classical statistical tests, time-series analysis, classification, clustering, ...) and graphical techniques, and is highly extensible.
Python-based ecosystem of open-source software for mathematics, science, and engineering. It contains modules for optimization, linear algebra, integration, interpolation, special functions, FFT, signal and image processing, ODE solvers and other tasks common in science and engineering.
A free and open-source distribution of the Python and R programming languages for scientific computing, that aims to simplify package management and deployment. Package versions are managed by the package management system conda.
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What tools integrate with Handsontable?
What tools integrate with NumPy?
What tools integrate with Pandas?
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How developers use Handsontable, NumPy, and Pandas
Avatar of Vital Labs, Inc.
Vital Labs, Inc. uses NumPyNumPy

We utilize NumPy, SciPy, Pandas, and iPython Notebooks to power our analysis and analytics tools.

Avatar of Eliana Abraham
Eliana Abraham uses NumPyNumPy

EECS 445 and All of Linear Algebra

Nuff said

Avatar of Eliana Abraham
Eliana Abraham uses PandasPandas

I used this a lot more than I used Jupyter.

Avatar of Morris Clay
Morris Clay uses PandasPandas

Data wrangling, analysis and pre-processing

Avatar of GadgetSteve
GadgetSteve uses PandasPandas

Great data manipulation tool

Avatar of GadgetSteve
GadgetSteve uses NumPyNumPy

Fast Numeric Processing

Avatar of Nough You
Nough You uses NumPyNumPy

Fast array operations.

Avatar of BobStein
BobStein uses NumPyNumPy

big data analysis

How much does Handsontable cost?
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How much does Pandas cost?
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