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QuickInsights: Quick and Automatic Discovery of Insights from Multi-Dimensional Data

Summary: Proposes QuickInsights: a unified formulation of insights for multi-dimensional data and a systematic framework to discover high-quality patterns efficiently. Demonstrates effectiveness on 447 real datasets and user studies; released in Microsoft Power BI. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
5649
Venue
SIGMOD
Year
2019
Pagerank
5.6227959e-05
Overall Rank
5,217 | 63.71%
DOI
10.1145/3299869.3314037

Incoming Non-self Citations Over Time

Authors

Incoming Citations (Sorted by Pagerank)

Showing 12 of 12 citing papers.

Rank Citing Paper Year Venue Pagerank
5,313 XInsight: eXplainable Data Analysis Through The Lens of Causality 2023 SIGMOD 5.573009e-05
5,981 DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python 2021 SIGMOD 5.2448986e-05
8,388 FEDEX: An Explainability Framework for Data Exploration Steps 2022 VLDB 4.5297787e-05
8,862 TabEE: Tabular Embeddings Explanations 2024 SIGMOD 4.4331977e-05
8,996 MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis 2021 SIGMOD 4.4124959e-05
9,035 Data-Driven Insight Synthesis for Multi-Dimensional Data 2024 VLDB 4.4039656e-05
9,175 Efficient Exploration of Interesting Aggregates in RDF Graphs 2021 SIGMOD 4.383548e-05
9,850 COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics 2021 VLDB 4.2721228e-05
10,152 Data-Semantics-Aware Recommendation of Diverse Pivot Tables 2026 SIGMOD 4.1945683e-05
10,740 Finding Convincing Views to Endorse a Claim 2025 VLDB 4.1945683e-05
10,784 Towards Automated Cross-domain Exploratory Data Analysis through Large Language Models 2025 VLDB 4.1945683e-05
10,875 SDEcho: Efficient Explanation of Aggregated Sequence Difference 2025 VLDB 4.1945683e-05
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Outgoing Citations (Sorted by Pagerank)

Showing 9 of 9 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank Cited Paper Year Venue Pagerank
460 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.00022516069
767 Explaining differences in multidimensional aggregates 1999 VLDB 0.00016981309
991 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00014807273
1,626 Exploratory Mining and Pruning Optimizations of Constrained Association Rules 1998 SIGMOD 0.00011094469
1,955 Efficient Computation of Iceberg Cubes with Complex Measures 2001 SIGMOD 9.9629452e-05
2,448 Multi-Dimensional Regression Analysis of Time-Series Data Streams 2002 VLDB 8.8032353e-05
2,993 Foresight: Recommending Visual Insights 2017 VLDB 7.7687088e-05
3,546 Extracting Top-K Insights from Multi-dimensional Data 2017 SIGMOD 6.9870745e-05
3,819 Promotion Analysis in Multi-Dimensional Space 2009 VLDB 6.7299866e-05
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Semantically Similar Papers

Overall Rank Paper Year Venue Pagerank
991 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00014807273
11,874 Graph-based Exploration of Non-graph Datasets 2016 VLDB 4.1945683e-05
9,757 Efficient Insights Discovery through Conditional Generative Model based Query Approximation 2022 SIGMOD 4.2893233e-05
12,078 Mining and Linking Patterns across Live Data Streams and Stream Archives 2013 VLDB 4.1945683e-05
11,919 ShareInsights - An Unified Approach to Full-stack Data Processing 2015 SIGMOD 4.1945683e-05
8,500 Interactive Visual Exploration of Neighbor-Based Patterns in Data Streams 2010 SIGMOD 4.4974096e-05
2,993 Foresight: Recommending Visual Insights 2017 VLDB 7.7687088e-05
9,035 Data-Driven Insight Synthesis for Multi-Dimensional Data 2024 VLDB 4.4039656e-05
3,546 Extracting Top-K Insights from Multi-dimensional Data 2017 SIGMOD 6.9870745e-05
8,996 MetaInsight: Automatic Discovery of Structured Knowledge for Exploratory Data Analysis 2021 SIGMOD 4.4124959e-05