# API Reference - [API Overview](https://docs.sov.ai/api-reference/api-reference.md): Complete API reference for the SovAI Python SDK, auto-generated from source code. - [sovai (Package)](https://docs.sov.ai/api-reference/sovai.md): Main SovAI SDK Tool Kit package - [Data Retrieval](https://docs.sov.ai/api-reference/data.md): API reference for sovai.get\_data - [Plotting](https://docs.sov.ai/api-reference/plots.md): API reference for sovai.get\_plots - [Reports](https://docs.sov.ai/api-reference/reports.md): API reference for sovai.get\_reports - [Compute](https://docs.sov.ai/api-reference/compute.md): API reference for sovai.get\_compute - [Tools (SEC, Explain)](https://docs.sov.ai/api-reference/tools.md): API reference for sovai.get\_tools - [API Config](https://docs.sov.ai/api-reference/api-config.md): API reference for sovai.api\_config - [Basic Auth](https://docs.sov.ai/api-reference/basic-auth.md): API reference for sovai.basic\_auth - [Token Auth](https://docs.sov.ai/api-reference/token-auth.md): API reference for sovai.token\_auth - [Error Classes](https://docs.sov.ai/api-reference/errors.md): API reference for sovai.errors.sovai\_errors - [Extensions](https://docs.sov.ai/api-reference/extensions.md): DataFrame extensions for analytics, feature engineering, and signal evaluation. - [Anomalies](https://docs.sov.ai/api-reference/extensions/anomalies.md): API reference for sovai.extensions.anomalies - [Ask Df Llm](https://docs.sov.ai/api-reference/extensions/ask-df-llm.md): API reference for sovai.extensions.ask\_df\_llm - [Change Point Generator](https://docs.sov.ai/api-reference/extensions/change-point-generator.md): API reference for sovai.extensions.change\_point\_generator - [Chart Explainer](https://docs.sov.ai/api-reference/extensions/chart-explainer.md): Chart Explanation Module using Gemini via Ephemeral Token Broker - [Clustering](https://docs.sov.ai/api-reference/extensions/clustering.md): API reference for sovai.extensions.clustering - [Core Kshape](https://docs.sov.ai/api-reference/extensions/core-kshape.md): API reference for sovai.extensions.core\_kshape - [Cusum](https://docs.sov.ai/api-reference/extensions/cusum.md): API reference for sovai.extensions.cusum - [Dimensionality Reduction](https://docs.sov.ai/api-reference/extensions/dimensionality-reduction.md): API reference for sovai.extensions.dimensionality\_reduction - [Feature Extraction](https://docs.sov.ai/api-reference/extensions/feature-extraction.md): API reference for sovai.extensions.feature\_extraction - [Feature Importance](https://docs.sov.ai/api-reference/extensions/feature-importance.md): API reference for sovai.extensions.feature\_importance - [Feature Neutralizer](https://docs.sov.ai/api-reference/extensions/feature-neutralizer.md): API reference for sovai.extensions.feature\_neutralizer - [Filter Df](https://docs.sov.ai/api-reference/extensions/filter-df.md): API reference for sovai.extensions.filter\_df - [Fractional Differencing](https://docs.sov.ai/api-reference/extensions/fractional-differencing.md): API reference for sovai.extensions.fractional\_differencing - [Nowcasting](https://docs.sov.ai/api-reference/extensions/nowcasting.md): API reference for sovai.extensions.nowcasting - [Overall Explainers](https://docs.sov.ai/api-reference/extensions/overall-explainers.md): Overall Explainers Module - [Pairwise](https://docs.sov.ai/api-reference/extensions/pairwise.md): API reference for sovai.extensions.pairwise - [Pandas Extensions](https://docs.sov.ai/api-reference/extensions/pandas-extensions.md): API reference for sovai.extensions.pandas\_extensions - [Parallel Functions](https://docs.sov.ai/api-reference/extensions/parallel-functions.md): API reference for sovai.extensions.parallel\_functions - [Pfa Feature Selector](https://docs.sov.ai/api-reference/extensions/pfa-feature-selector.md): API reference for sovai.extensions.pfa\_feature\_selector - [Regime Change](https://docs.sov.ai/api-reference/extensions/regime-change.md): API reference for sovai.extensions.regime\_change - [Regime Change Pca](https://docs.sov.ai/api-reference/extensions/regime-change-pca.md): API reference for sovai.extensions.regime\_change\_pca - [Shapley Global Importance](https://docs.sov.ai/api-reference/extensions/shapley-global-importance.md): API reference for sovai.extensions.shapley\_global\_importance - [Shapley Importance](https://docs.sov.ai/api-reference/extensions/shapley-importance.md): API reference for sovai.extensions.shapley\_importance - [Signal Evaluation](https://docs.sov.ai/api-reference/extensions/signal-evaluation.md): API reference for sovai.extensions.signal\_evaluation - [Table Explainer](https://docs.sov.ai/api-reference/extensions/table-explainer.md): Table Explanation Module using Gemini via Ephemeral Token Broker - [Technical Indicators](https://docs.sov.ai/api-reference/extensions/technical-indicators.md): API reference for sovai.extensions.technical\_indicators - [Time Decomposition](https://docs.sov.ai/api-reference/extensions/time-decomposition.md): API reference for sovai.extensions.time\_decomposition - [Plot Library](https://docs.sov.ai/api-reference/plots-1.md): Pre-built visualization functions organized by dataset category. - [Accounting Plots](https://docs.sov.ai/api-reference/plots-1/accounting-plots.md): API reference for sovai.plots.accounting.accounting\_plots - [Bankruptcy Plots](https://docs.sov.ai/api-reference/plots-1/bankruptcy-plots.md): API reference for sovai.plots.bankruptcy.bankruptcy\_plots - [Breakout Plots](https://docs.sov.ai/api-reference/plots-1/breakout-plots.md): API reference for sovai.plots.breakout.breakout\_plots - [Corp Risk Plots](https://docs.sov.ai/api-reference/plots-1/corp-risk-plots.md): API reference for sovai.plots.corp\_risk.corp\_risk\_plots - [Insider Plots](https://docs.sov.ai/api-reference/plots-1/insider-plots.md): API reference for sovai.plots.insider.insider\_plots - [Institutional Plots](https://docs.sov.ai/api-reference/plots-1/institutional-plots.md): API reference for sovai.plots.institutional.institutional\_plots - [News Plots](https://docs.sov.ai/api-reference/plots-1/news-plots.md): API reference for sovai.plots.news.news\_plots - [Ratios Plots](https://docs.sov.ai/api-reference/plots-1/ratios-plots.md): API reference for sovai.plots.ratios.ratios\_plots - [Utilities](https://docs.sov.ai/api-reference/utils.md): Internal utility functions for data loading, caching, and format conversion. - [Client Side](https://docs.sov.ai/api-reference/utils/client-side.md): API reference for sovai.utils.client\_side - [Client Side S3](https://docs.sov.ai/api-reference/utils/client-side-s3.md): API reference for sovai.utils.client\_side\_s3 - [Client Side S3 Part High](https://docs.sov.ai/api-reference/utils/client-side-s3-part-high.md): Advanced S3 Partitioned Data Loader - [Converter](https://docs.sov.ai/api-reference/utils/converter.md): API reference for sovai.utils.converter - [File Management](https://docs.sov.ai/api-reference/utils/file-management.md): API reference for sovai.utils.file\_management - [Get Tickers](https://docs.sov.ai/api-reference/utils/get-tickers.md): API reference for sovai.utils.get\_tickers - [Helpers](https://docs.sov.ai/api-reference/utils/helpers.md): API reference for sovai.utils.helpers - [Plot](https://docs.sov.ai/api-reference/utils/plot.md): API reference for sovai.utils.plot - [Port Manager](https://docs.sov.ai/api-reference/utils/port-manager.md): API reference for sovai.utils.port\_manager - [Stream](https://docs.sov.ai/api-reference/utils/stream.md): API reference for sovai.utils.stream - [Verbose Utils](https://docs.sov.ai/api-reference/utils/verbose-utils.md): API reference for sovai.utils.verbose\_utils --- # Agent Instructions: Querying This Documentation If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question. 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