kandi background
Explore Kits

Getting started with Data Analysis Kit

by kandikits Updated: May 16, 2022

Data Analysis is a process for obtaining raw data and subsequently converting it into information useful for decision-making by users. The need for analyzing data to utilize it in different application areas has been in great demand. This kit has been curated with ✅ Easy to use open source repos to get you started ✅ popular and easy to use Data Analysis specific libraries ✅ Collection of Data Analysis resources - blogs, books, tutorials, and more ✅ Example program on Data Analysis in Jupyter (Recording of the training session provided)

Pandas for Data Analysis

Pandas adds data structures and tools designed to work with table-like data (in the form of Series and Data Frames)

pandasby pandas-dev

Python star image 36783 Version:1.5.2

License: Permissive (BSD-3-Clause)

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

Support
Quality
Security
License
Reuse

pandasby pandas-dev

Python star image 36783 Version:1.5.2 License: Permissive (BSD-3-Clause)

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

Learn-Pandasby tdpetrou

Jupyter Notebook star image 1076 Version:Current

License: Permissive (BSD-3-Clause)

Tutorials on how to use pandas effectively to do data analysis

Support
Quality
Security
License
Reuse

Learn-Pandasby tdpetrou

Jupyter Notebook star image 1076 Version:Current License: Permissive (BSD-3-Clause)

Tutorials on how to use pandas effectively to do data analysis
Support
Quality
Security
License
Reuse

pandas-cookbookby jvns

Jupyter Notebook star image 5980 Version:Current

License: No License (null)

Recipes for using Python's pandas library

Support
Quality
Security
License
Reuse

pandas-cookbookby jvns

Jupyter Notebook star image 5980 Version:Current License: No License

Recipes for using Python's pandas library
Support
Quality
Security
License
Reuse

pandas-datareaderby pydata

Python star image 2538 Version:0.10.0

License: Others (Non-SPDX)

Extract data from a wide range of Internet sources into a pandas DataFrame.

Support
Quality
Security
License
Reuse

pandas-datareaderby pydata

Python star image 2538 Version:0.10.0 License: Others (Non-SPDX)

Extract data from a wide range of Internet sources into a pandas DataFrame.
Support
Quality
Security
License
Reuse

pycon-pandas-tutorialby brandon-rhodes

Jupyter Notebook star image 907 Version:Current

License: Permissive (MIT)

PyCon 2015 Pandas tutorial materials

Support
Quality
Security
License
Reuse

pycon-pandas-tutorialby brandon-rhodes

Jupyter Notebook star image 907 Version:Current License: Permissive (MIT)

PyCon 2015 Pandas tutorial materials
Support
Quality
Security
License
Reuse

Python Libraries for Mathematical Computations

NumPy allows to easily perform advanced mathematical and statistical operations on multidimensional arrays and matrices.

numpyby numpy

Python star image 22621 Version:1.24.1

License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.

Support
Quality
Security
License
Reuse

numpyby numpy

Python star image 22621 Version:1.24.1 License: Permissive (BSD-3-Clause)

The fundamental package for scientific computing with Python.
Support
Quality
Security
License
Reuse

NumPyby KeithGalli

Jupyter Notebook star image 330 Version:Current

License: No License (null)

Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library

Support
Quality
Security
License
Reuse

NumPyby KeithGalli

Jupyter Notebook star image 330 Version:Current License: No License

Jupyter Notebook & Data Associated with my Tutorial video on the Python NumPy Library
Support
Quality
Security
License
Reuse

numpy-100by rougier

Python star image 9773 Version:1.1

License: Permissive (MIT)

100 numpy exercises (with solutions)

Support
Quality
Security
License
Reuse

numpy-100by rougier

Python star image 9773 Version:1.1 License: Permissive (MIT)

100 numpy exercises (with solutions)
Support
Quality
Security
License
Reuse

from-python-to-numpyby rougier

Python star image 1894 Version:1.1

License: Others (Non-SPDX)

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

Support
Quality
Security
License
Reuse

from-python-to-numpyby rougier

Python star image 1894 Version:1.1 License: Others (Non-SPDX)

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017
Support
Quality
Security
License
Reuse

PythonDataScienceHandbookby jakevdp

Jupyter Notebook star image 37346 Version:Current

License: Permissive (MIT)

Python Data Science Handbook: full text in Jupyter Notebooks

Support
Quality
Security
License
Reuse

PythonDataScienceHandbookby jakevdp

Jupyter Notebook star image 37346 Version:Current License: Permissive (MIT)

Python Data Science Handbook: full text in Jupyter Notebooks
Support
Quality
Security
License
Reuse

numpy-tutorialby rougier

Python star image 371 Version:1.0

License: No License (null)

Numpy beginner tutorial

Support
Quality
Security
License
Reuse

numpy-tutorialby rougier

Python star image 371 Version:1.0 License: No License

Numpy beginner tutorial
Support
Quality
Security
License
Reuse

kotlin-numpyby Kotlin

Kotlin star image 252 Version:Current

License: Permissive (Apache-2.0)

Kotlin bindings for NumPy

Support
Quality
Security
License
Reuse

kotlin-numpyby Kotlin

Kotlin star image 252 Version:Current License: Permissive (Apache-2.0)

Kotlin bindings for NumPy
Support
Quality
Security
License
Reuse

Kit Solution source Link

Here's a project with the installer, source code, and step-by-step tutorial that you can build in under 30 mins. Example project on Weight Conversion in python Link for getting started with Python Kit Basics of Python Programming