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Enabling Data Science for the Majority

Summary: Democratizes data science with scalable data-management tools for non-experts. DATASPREAD blends spreadsheets with databases; ZENVISAGE enables visual exploration, highlighting scalable, cross-domain data science and a concrete research agenda. (summarized by gpt-5-nano on Feb 09 2026)

Paper ID
11952
Venue
VLDB
Year
2019
Pagerank
4.1945683e-05
Overall Rank
11,691 | 18.67%
DOI
10.14778/3352063.3352148

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Outgoing Citations (Sorted by Pagerank)

Showing 28 of 28 cited papers.

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

Rank Cited Paper Year Venue Pagerank
14 Online Aggregation 1997 SIGMOD 0.0010801504
112 Potter's Wheel: An Interactive Data Cleaning System 2001 VLDB 0.00047045036
257 Making Database Systems Usable 2007 SIGMOD 0.00030223397
429 The Aqua Approximate Query Answering System 1999 SIGMOD 0.00023476494
449 Approximate Query Processing: Taming the TeraBytes! A Tutorial 2001 VLDB 0.00022846068
460 SeeDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics 2015 VLDB 0.00022516069
991 Effortless Data Exploration with zenvisage: An Expressive and Interactive Visual Analytics System 2017 VLDB 0.00014807273
1,531 Online Dynamic Reordering for Interactive Data Processing 1999 VLDB 0.00011482597
1,666 HELIX: Holistic Optimization for Accelerating Iterative Machine Learning 2019 VLDB 0.0001096361
1,805 M4: A Visualization-Oriented Time Series Data Aggregation 2014 VLDB 0.00010493299
1,840 dbTouch: Analytics at your Fingertips 2013 CIDR 0.0001034905
2,011 Rapid Sampling for Visualizations with Ordering Guarantees 2015 VLDB 9.7964875e-05
2,037 OrpheusDB: Bolt-on Versioning for Relational Databases 2017 VLDB 9.7120139e-05
2,104 Data Polygamy: The Many-Many Relationships among Urban Spatio-Temporal Data Sets 2016 SIGMOD 9.536298e-05
2,132 Towards Sustainable Insights or why polygamy is bad for you 2017 CIDR 9.4770432e-05
2,251 Vizdom: Interactive Analytics through Pen and Touch 2015 VLDB 9.1986441e-05
2,652 Spreadsheet As a Relational Database Engine 2010 SIGMOD 8.3662745e-05
3,157 High-Dimensional OLAP: A Minimal Cubing Approach 2004 VLDB 7.4656511e-05
3,188 Gestural Query Specification 2014 VLDB 7.4117439e-05
3,690 Navigating the Data Lake with DATAMARAN: Automatically Extracting Structure from Log Datasets 2018 SIGMOD 6.8384476e-05
3,835 I've Seen "Enough": Incrementally Improving Visualizations to Support Rapid Decision Making 2017 VLDB 6.7163364e-05
4,365 Expressive Query Construction through Direct Manipulation of Nested Relational Results 2016 SIGMOD 6.2542811e-05
6,298 Hillview: A trillion-cell spreadsheet for big data 2019 VLDB 5.1226987e-05
6,508 DataSpread: Unifying Databases and Spreadsheets 2015 VLDB 5.0335028e-05
6,624 Fast-Forwarding to Desired Visualizations with zenvisage 2017 CIDR 4.9890732e-05
7,314 Efficient Evaluation of Object-Centric Exploration Queries for Visualization 2015 VLDB 4.7648346e-05
9,333 ShapeSearch: Flexible Pattern-based Querying of Trend Line Visualizations 2018 VLDB 4.3556432e-05
11,658 Anti-Freeze for Large and Complex Spreadsheets: Asynchronous Formula Computation 2019 SIGMOD 4.1945683e-05
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