Data & Analytics Tools

Data analytics stack with Jupyter, pandas, numpy, matplotlib, scikit-learn, and dbt.

jupyterpandasnumpymatplotlibdatascienceanalyticsdbt

Overview

Complete data analytics toolkit including Jupyter notebooks and JupyterLab, pandas for data manipulation, numpy for numerical computing, matplotlib and seaborn for visualization, scikit-learn for machine learning, and dbt for data transformation.

Script ID:tool-dataanalytics

Script:install-tool-dataanalytics.sh

Website:https://jupyter.org

Python Packages (pip)

Package	Description
pandas
numpy
matplotlib
seaborn
scikit-learn
jupyter
jupyterlab
notebook
dbt-core
dbt-postgres

VS Code Extensions

Extension	Description
Python	Python language support
Jupyter	Jupyter notebook support
Pylance	Python language server
DBT	DBT language support
DBT Power User	Enhanced DBT support

Installation

Install via the interactive menu:

dev-setup

Or install directly:

.devcontainer/additions/install-tool-dataanalytics.sh

Full installation options (click to expand)

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📋 Data & Analytics Tools
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ID:           tool-dataanalytics
Name:         Data & Analytics Tools
Script version: 0.0.1
Category:     DATA_ANALYTICS, Data & Analytics Tools
Description:  Installs Python data analysis libraries, Jupyter notebooks, and related VS Code extensions

Usage:

  Action:
      install-tool-dataanalytics.sh     # Install data analytics tools
      install-tool-dataanalytics.sh --uninstall # Uninstall data analytics tools

  Info:
      install-tool-dataanalytics.sh --help # Show help and usage information

Python Packages (pip):
  - pandas
  - numpy
  - matplotlib
  - seaborn
  - scikit-learn
  - jupyter
  - jupyterlab
  - notebook
  - dbt-core
  - dbt-postgres

VS Code Extensions:
  - Python (ms-python.python) - Python language support
  - Jupyter (ms-toolsai.jupyter) - Jupyter notebook support
  - Pylance (ms-python.vscode-pylance) - Python language server
  - DBT (bastienboutonnet.vscode-dbt) - DBT language support
  - DBT Power User (innoverio.vscode-dbt-power-user) - Enhanced DBT support

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