> For the complete documentation index, see [llms.txt](https://docs.gridstatus.io/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.gridstatus.io/developers/concepts/recipes.md). # Recipes Complete, copy-paste-ready examples for common energy market analysis tasks using the Grid Status API. ## Getting Started Before using any recipes, make sure you've completed the [Setup](/developers/concepts/recipes/setup.md). ## Available Recipes * [Pull data for a single node](/developers/concepts/recipes/pull-data-for-single-node.md) - Fetch day-ahead hourly settlement point prices for a specific ERCOT node * [Get Latest Forecast as of Bid Close](/developers/concepts/recipes/ercot-day-ahead-load-forecast-cutoff.md) - Get the latest ERCOT load forecast available as of day-ahead bid close * [Backfill and Incrementally Sync a Dataset](/developers/concepts/recipes/backfill-and-incremental-sync.md) - Backfill all available rows, then replicate only new data using a high watermark * [Trading Hub Price Analysis](/developers/concepts/recipes/trading-hub-price-analysis.md) - Compare prices across trading hubs to identify arbitrage opportunities and congestion patterns * [Data Freshness Monitoring](/developers/concepts/recipes/data-freshness-monitoring.md) - Monitor data pipeline health and alert on stale data * [Quota-Aware Batch Processing](/developers/concepts/recipes/quota-aware-batch-processing.md) - Process large date ranges while respecting API quotas ## Related Documentation * [Best Practices](/developers/concepts/best-practices.md) - Query optimization tips * [Advanced Query Features](/developers/concepts/query-parameters.md) - Filtering, resampling, timezone * [Error Handling](/developers/concepts/error-handling.md) - Handle errors gracefully --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## 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. Perform an HTTP GET request on the current page URL with the `ask` query parameter, and the optional `goal` query parameter: ``` GET https://docs.gridstatus.io/developers/concepts/recipes.md?ask=&goal= ``` `ask` is the immediate question: it should be specific, self-contained, and written in natural language. `goal` is optional and describes the broader end goal you are ultimately trying to accomplish on behalf of the user. GitBook uses it to tailor the answer towards what is most useful for that goal. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.