Back to papers
Finding Related Tables in Data Lakes for Interactive Data Science
Summary: Data-lake search integrated with Jupyter Notebook for interactive data science. Find joinable or linkable tables, schemas, and workflows; augment training data, extract features, and clean data, with core methods that generalize to program or script executions.
(summarized by gpt-5-nano on Feb 09 2026)
- Paper ID
- 5942
- Venue
- SIGMOD
- Year
- 2020
- Pagerank
- 0.00011031534
- Overall Rank
- 1,643 | 88.59%
- DOI
-
10.1145/3318464.3389726
Incoming Non-self Citations Over Time
Incoming Citations (Sorted by Pagerank)
Showing 27 of 27 citing papers.
| Rank |
Citing Paper |
Year |
Venue |
Pagerank |
| 2,842 |
Semantics-aware Dataset Discovery from Data Lakes with Contextualized Column-based Representation Learning |
2023 |
VLDB |
8.0366354e-05 |
| 3,001 |
SANTOS: Relationship-based Semantic Table Union Search |
2023 |
SIGMOD |
7.739698e-05 |
| 3,326 |
DeepJoin: Joinable Table Discovery with Pre-trained Language Models |
2023 |
VLDB |
7.2148323e-05 |
| 3,827 |
Correlation Sketches for Approximate Join-Correlation Queries |
2021 |
SIGMOD |
6.7195959e-05 |
| 4,860 |
Integrating Data Lake Tables |
2023 |
VLDB |
5.867964e-05 |
| 6,268 |
MATE: Multi-Attribute Table Extraction |
2022 |
VLDB |
5.1288179e-05 |
| 6,432 |
RONIN: Data Lake Exploration |
2021 |
VLDB |
5.0571585e-05 |
| 6,445 |
Causal Data Integration |
2023 |
VLDB |
5.0539192e-05 |
| 7,869 |
Solo: Data Discovery Using Natural Language Questions Via A Self-Supervised Approach |
2023 |
SIGMOD |
4.6275089e-05 |
| 8,194 |
WarpGate: A Semantic Join Discovery System for Cloud Data Warehouses |
2023 |
CIDR |
4.5574831e-05 |
| 8,500 |
A Demonstration of KGLac: A Data Discovery and Enrichment Platform for Data Science |
2021 |
VLDB |
4.4920292e-05 |
| 8,912 |
R2D2: Reducing Redundancy and Duplication in Data Lakes |
2023 |
SIGMOD |
4.4229886e-05 |
| 8,919 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
SIGMOD |
4.4229886e-05 |
| 9,928 |
Fainder: A Fast and Accurate Index for Distribution-Aware Dataset Search |
2024 |
VLDB |
4.2470891e-05 |
| 10,353 |
A Theoretical Framework for Distribution-Aware Dataset Search |
2025 |
PODS |
4.1905499e-05 |
| 10,376 |
A Rank-Based Approach to Recommender System’s Top-K Queries with Uncertain Scores |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,519 |
Table Overlap Estimation through Graph Embeddings |
2025 |
SIGMOD |
4.1905499e-05 |
| 10,549 |
Discovering Approximate Inclusion Dependencies |
2025 |
VLDB |
4.1905499e-05 |
| 10,693 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1905499e-05 |
| 10,760 |
OmniMatch: Joinability Discovery in Data Products |
2025 |
VLDB |
4.1905499e-05 |
| 10,825 |
APEX-DAG: Library and Language independent Pipeline EXtraction |
2025 |
VLDB |
4.1905499e-05 |
| 10,840 |
Data Discovery in Data Lakes: Operations, Indexes, Systems |
2025 |
VLDB |
4.1905499e-05 |
| 10,954 |
Determining the Largest Overlap between Tables |
2024 |
SIGMOD |
4.1905499e-05 |
| 11,057 |
Enriching Relations with Additional Attributes for ER |
2024 |
VLDB |
4.1905499e-05 |
| 11,066 |
Searching Data Lakes for Nested and Joined Data |
2024 |
VLDB |
4.1905499e-05 |
| 11,381 |
Fast Dataset Search with Earth Mover’s Distance |
2022 |
VLDB |
4.1905499e-05 |
| 11,423 |
Detecting Layout Templates in Complex Multiregion Files |
2022 |
VLDB |
4.1905499e-05 |
Outgoing Citations (Sorted by Pagerank)
Showing 21 of 21 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank |
Cited Paper |
Year |
Venue |
Pagerank |
| 8 |
Optimal Aggregation Algorithms for Middleware [Extended Abstract] |
2001 |
PODS |
0.0015436578 |
| 108 |
WebTables: Exploring the Power of Tables on the Web |
2008 |
VLDB |
0.00048345996 |
| 224 |
CORDS: Automatic Discovery of Correlations and Soft Functional Dependencies |
2004 |
SIGMOD |
0.00032743209 |
| 609 |
Goods: Organizing Google's Datasets |
2016 |
SIGMOD |
0.00019223217 |
| 673 |
Supporting Top-k Join Queries in Relational Databases |
2003 |
VLDB |
0.00018325667 |
| 901 |
To Join or Not to Join? Thinking Twice about Joins before Feature Selection |
2016 |
SIGMOD |
0.00015462938 |
| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 949 |
Comparing Stars: On Approximating Graph Edit Distance |
2009 |
VLDB |
0.0001510288 |
| 1,005 |
Recovering Semantics of Tables on the Web |
2011 |
VLDB |
0.00014694038 |
| 1,179 |
Table Union Search on Open Data |
2018 |
VLDB |
0.00013458551 |
| 1,185 |
JOSIE: Overlap Set Similarity Search for Finding Joinable Tables in Data Lakes |
2019 |
SIGMOD |
0.00013432692 |
| 1,207 |
RankSQL: Query Algebra and Optimization for Relational Top-k Queries |
2005 |
SIGMOD |
0.0001327437 |
| 1,274 |
The Data Civilizer System |
2017 |
CIDR |
0.00012869297 |
| 1,370 |
Answering Table Queries on the Web using Column Keywords |
2012 |
VLDB |
0.00012339543 |
| 2,142 |
LSH Ensemble: Internet-Scale Domain Search |
2016 |
VLDB |
9.4461701e-05 |
| 3,116 |
Learning to Create Data-Integrating Queries |
2008 |
VLDB |
7.5404022e-05 |
| 3,163 |
Ten Years of WebTables |
2018 |
VLDB |
7.4611268e-05 |
| 3,283 |
Constance: An Intelligent Data Lake System |
2016 |
SIGMOD |
7.27606e-05 |
| 4,462 |
Magellan: Toward Building Entity Matching Management Systems over Data Science Stacks |
2016 |
VLDB |
6.1566477e-05 |
| 4,589 |
Juneau: Data Lake Management for Jupyter |
2019 |
VLDB |
6.0565861e-05 |
| 6,355 |
User Feedback as a First Class Citizen in Information Integration Systems |
2011 |
CIDR |
5.0939108e-05 |
Semantically Similar Papers
| Overall Rank |
Paper |
Year |
Venue |
Pagerank |
| 936 |
Data Lake Management: Challenges and Opportunities |
2019 |
VLDB |
0.00015197838 |
| 8,919 |
Data Lakes Empowered by Knowledge Graph Technologies |
2021 |
SIGMOD |
4.4229886e-05 |
| 10,693 |
LakeVisage: Towards Scalable, Flexible and Interactive Visualization Recommendation for Data Discovery over Data Lakes |
2025 |
VLDB |
4.1905499e-05 |
| 814 |
Finding Related Tables |
2012 |
SIGMOD |
0.00016298739 |
| 8,121 |
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes |
2024 |
VLDB |
4.5771143e-05 |
| 6,980 |
Dataset Relationship Management |
2019 |
CIDR |
4.8696895e-05 |
| 5,805 |
Discovering Related Data At Scale |
2021 |
VLDB |
5.3197639e-05 |
| 7,586 |
LakeCompass: An End-to-End System for Data Maintenance, Search and Analysis in Data Lakes |
2024 |
VLDB |
4.700127e-05 |
| 4,589 |
Juneau: Data Lake Management for Jupyter |
2019 |
VLDB |
6.0565861e-05 |
| 11,066 |
Searching Data Lakes for Nested and Joined Data |
2024 |
VLDB |
4.1905499e-05 |