bizlens 2.3.2

BizLens: Complete analytics platform with 13 interactive Jupyter notebooks covering descriptive analytics, statistical inference, regression, machine learning, clustering, process mining, and time series analysis. Built-in Rich tables, dual Pandas/Polars support, and production-ready code examples.

BizLens 📊

Business analytics, statistical inference, process mining, and machine learning — all in one package

BizLens is a comprehensive Python library designed for business analysts, data scientists, educators, and students. It combines professional statistical analysis, beautiful Rich tables, interactive visualizations, and built-in business process mining capabilities — all accessible with a simple pip install.

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🚀 Open in Google Colab — No Installation Needed

Click any link below to launch a notebook instantly in your browser:

Core Analytics

Notebook	Colab Link	What You'll Learn
Quick Start		Overview, frequency tables, outlier detection
Descriptive Analytics		Frequency, percentile, contingency, data profile
Statistical Inference		Confidence intervals, t-tests, ANOVA, correlation
Chi-Square & Association		Chi-square, contingency tables, Cramér's V
Probability & Distributions		Distribution fitting, simulation, sampling

Machine Learning

Notebook	Colab Link	What You'll Learn
Linear & Multiple Regression		OLS regression, diagnostics, predictions
Logistic Regression		Binary classification, ROC, confusion matrix
Decision Trees & Random Forests		Tree models, feature importance, ensembles
PCA & Clustering		Dimensionality reduction, K-Means, DBSCAN
Conjoint Analysis		Preference modeling, attribute utilities
Q-Learning		Reinforcement learning basics, Q-table

Advanced Analytics & Process Mining

Notebook	Colab Link	What You'll Learn
Master Process Mining		Case metrics, bottlenecks, variants, resources, workflow analysis
Time Series & Anomaly Detection		Temporal patterns, trend analysis, anomaly detection

All notebooks automatically install BizLens on first run — just click the Colab badge and run the first cell.

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💾 Installation

pip install bizlens