Xarray
xarray.devXarray is an open-source Python package that provides N-dimensional labeled arrays and datasets, extending the capabilities of NumPy with dimension, coordinate, and attribute labels. It offers a robust toolkit for advanced analytics, visualization, and interoperability within the scientific Python ecosystem, including support for Dask, Pandas, and various data formats like NetCDF and Zarr. Designed for domain-agnostic applications, it simplifies complex data operations such as groupby, alignment, and metadata tracking for researchers and engineers.
LLM mention score The LLM mention score is the total number of mentions of this brand in different LLM chatbots, normalized to the scale from 0 to 100. You can get actual, non-normalized numbers via the LLM Mention API from DataForSEO.
Normalized 0–100 · last 8 weeks
DataForSEO API
Get LLM mention data of any company via DataForSEO API
Get access to the structured data on keyword, brand, and website mentions in LLMs, including metrics like AI search volume, impressions, and mentions count.
How to get LLM mention data →// Fetch Xarray mentions POST v3/ai_optimization/llm_mentions/search/live [ { "target": [ { "keyword": "Xarray", "search_scope": ["any"] } ], "platform": "chat_gpt", "order_by" : ["ai_search_volume,desc"] } ]