Table of Contents
Visualizations: Gallery of streaming expression and math expression visualizations.
Getting Started: Getting started with streaming expressions, math expressions, and visualization.
Data Loading: Visualizing, transforming and loading CSV files.
Searching, Sampling and Aggregation: Searching, sampling, aggregation and visualization of result sets.
Transforming Data: Transforming and filtering result sets.
Scalar Math: Math functions and visualization applied to numbers.
Vector Math: Vector math, manipulation and visualization.
Variables and Vectorization: Vectorizing result sets and assigning and visualizing variables.
Matrix Math: Matrix math, manipulation and visualization.
Text Analysis and Term Vectors: Text analysis and TF-IDF term vectors.
Probability: Continuous and discrete probability distribution functions.
Statistics: Descriptive statistics, histograms, percentiles, correlation, inference tests and other stats functions.
Linear Regression: Simple and multivariate linear regression.
Curve Fitting: Polynomial, harmonic and Gaussian curve fitting.
Time Series: Time series aggregation, visualization, smoothing, differencing, anomaly detection and forecasting.
Interpolation and Numerical Calculus: Interpolation, derivatives and integrals.
Signal Processing: Convolution, cross-correlation, autocorrelation and fast Fourier transforms.
Simulations: Monte Carlo simulations and random walks
Machine Learning: Distance, KNN, DBSCAN, K-means, fuzzy K-means and other ML functions.
Graph: Bipartite graphs, in-degree centrality, graph recommenders, temporal graphs and event correlation.
Computational Geometry: Convex Hulls and Enclosing Disks.
Appendix A: Solr log analytics and visualization.