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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 36783 Version:1.5.2
pandasby pandas-dev
Python 36783 Version:1.5.2 License: Permissive (BSD-3-Clause)
Learn-Pandasby tdpetrou
Jupyter Notebook 1076 Version:Current
Learn-Pandasby tdpetrou
Jupyter Notebook 1076 Version:Current License: Permissive (BSD-3-Clause)
pandas-cookbookby jvns
Jupyter Notebook 5980 Version:Current
pandas-cookbookby jvns
Jupyter Notebook 5980 Version:Current License: No License
pandas-datareaderby pydata
Python 2538 Version:0.10.0
pandas-datareaderby pydata
Python 2538 Version:0.10.0 License: Others (Non-SPDX)
pycon-pandas-tutorialby brandon-rhodes
Jupyter Notebook 907 Version:Current
pycon-pandas-tutorialby brandon-rhodes
Jupyter Notebook 907 Version:Current License: Permissive (MIT)
Python Libraries for Mathematical Computations
NumPy allows to easily perform advanced mathematical and statistical operations on multidimensional arrays and matrices.
numpyby numpy
Python 22621 Version:1.24.1
numpyby numpy
Python 22621 Version:1.24.1 License: Permissive (BSD-3-Clause)
NumPyby KeithGalli
Jupyter Notebook 330 Version:Current
NumPyby KeithGalli
Jupyter Notebook 330 Version:Current License: No License
from-python-to-numpyby rougier
Python 1894 Version:1.1
from-python-to-numpyby rougier
Python 1894 Version:1.1 License: Others (Non-SPDX)
PythonDataScienceHandbookby jakevdp
Jupyter Notebook 37346 Version:Current
PythonDataScienceHandbookby jakevdp
Jupyter Notebook 37346 Version:Current License: Permissive (MIT)
numpy-tutorialby rougier
Python 371 Version:1.0
kotlin-numpyby Kotlin
Kotlin 252 Version:Current
kotlin-numpyby Kotlin
Kotlin 252 Version:Current License: Permissive (Apache-2.0)
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
Open Weaver – Develop Applications Faster with Open Source