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Large language model for table processing: A survey
Tables, typically two-dimensional and structured to store large amounts of data, are
essential in daily activities like database queries, spreadsheet manipulations, Web table …
essential in daily activities like database queries, spreadsheet manipulations, Web table …
An Industry Survey of Analytics Spreadsheet Tools Adoption: Microsoft Excel vs Google Sheets.
Spreadsheets have long played a key role in business operations. The use and adoption of
data analytics has significantly increased over the last few years and amplified this role …
data analytics has significantly increased over the last few years and amplified this role …
Discovering metadata in data files
L Jiang - 2022 - publishup.uni-potsdam.de
It is estimated that data scientists spend up to 80% of the time exploring, cleaning, and
transforming their data. A major reason for that expenditure is the lack of knowledge about …
transforming their data. A major reason for that expenditure is the lack of knowledge about …
[PDF][PDF] Aggregation Detection in CSV Files.
Aggregations are an arithmetic relationship between a single number and a set of numbers.
Tables in raw CSV files often include various types of aggregations to summarize data …
Tables in raw CSV files often include various types of aggregations to summarize data …
An adaptive benchmark for modeling user exploration of large datasets
J Purich, A Wise, L Battle - Proceedings of the ACM on Management of …, 2025 - dl.acm.org
In this paper, we present a new DBMS performance benchmark that can simulate user
exploration with any specified dashboard design made of standard visualization and …
exploration with any specified dashboard design made of standard visualization and …
NOAH: interactive spreadsheet exploration with dynamic hierarchical overviews
Spreadsheet systems are by far the most popular platform for data exploration on the planet,
supporting millions of rows of data. However, exploring spreadsheets that are this large via …
supporting millions of rows of data. However, exploring spreadsheets that are this large via …