Automatic insights for spreadsheets

Automatically identifying insights from a dataset and presenting the insights graphically and in natural language text ranked by importance is provided. Different data types and structures in the dataset are automatic recognized and matched with a corresponding specific analysis type. The data is analyzed according to the determined corresponding analysis types, and insights from the analysis are automatically identified. The insights within a given insight type and between insight types are ranked and presented in order of importance in automatically generate charts that visually describe each insight and in natural language text that describes each insight in such a way that it may be understandable to a general audience who may not have a familiarity with statistics. 提供了自动地识别来自数据集的见解并且按照重要性排名图形地及以自然语言文本呈现见解。在数据集中的不同数据类型和结构自动被辨识并且与对应的特定分析类型匹配。数据根据确定的对应分析类型而被分析，并且来自该分析的见解被自动地识别。在给定见解类型中的和见解类型之间的见解以重要性顺序在自动生成的图表中以及自然语言文本中被排名及呈现，该自动生成的图表形象化描述每个见解，该自然语言文本以不熟悉统计学的普通观众可理解的方式描述每个见解。