Paper Citation Record · LEDGER

Unfolding Data Quality Dimensions in Practice: A Survey

As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.17507.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.17507 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:50:12.731528Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

45 of 45 outbound references displayed

verified exact11
verified fuzzy3
unresolved24
parse uncertain0
malformed identifier3
metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8edc364c-2a24-4527-bbf6-6babc40cf60b · outbound

This paper cites ISO/IEC 25024:2015 Systems and software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — Measurement of data quality.

Unfolding Data Quality Dimensions in Practice: A Survey ISO/IEC 25024:2015 Systems and software engineering — Systems and software Quality Requirements and Evaluation (SQuaRE) — Measurement of data quality

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:14.143745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a4b25ace-87f9-4bb9-951d-05492de6158f · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.497872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 880e37bb-fbfb-48bc-ac59-6de741fca7d9 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.126994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d5895009-6cc0-493b-95a2-c75abca96042 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 4

Resolution: malformed identifier; raw_fallback, observed 2026-08-06T14:50:14.109484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fdefc023-19dc-4392-96f2-c7aaa0aa2a40 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.092957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 659b9158-0467-4d74-b177-15fbde94c12f · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.076715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f3dcabb0-13d9-431b-9518-f0fc42f9eafa · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.526938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b2de962-4b26-4d0f-9daf-784866fbe37f · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.059732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 61a89dd5-3520-4a5b-9a5c-da7da60acb1b · outbound

This paper cites The Effects of Data Quality on Machine Learning Performance on Tabular Data.

Unfolding Data Quality Dimensions in Practice: A Survey The Effects of Data Quality on Machine Learning Performance on Tabular Data

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.537720Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 720c231b-9d7c-4ef3-b53a-daf42e94bf74 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.043310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d37b9816-17cf-45b8-a0dd-43c8bc5f01c9 · outbound

This paper cites Davenport and Rean Bean.

Unfolding Data Quality Dimensions in Practice: A Survey Davenport and Rean Bean

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:14.026197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 43b2a800-1b53-473a-839f-b19ef1aee252 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 12

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:50:13.762049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2a352ac3-4f5f-45f8-9e05-8ee53175b8f7 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 13

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.998968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 2c8aef0d-5f6d-416e-a2a0-b5cb14cd70c0 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:14.009192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8bb07b48-6e1f-4d83-9393-ece11521eba4 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.990299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a6aa8fa4-0527-4094-bb74-7d9879c3d1f2 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.973681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9eac02b0-039f-48f3-b66d-e4f6b3d1f82c · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.957066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 806b90e7-86ce-4779-a53c-dd7550013f59 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.585200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1afe4dc2-4883-4e9c-96df-c5469bdd18cc · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.940699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65fb0e50-af3e-4a6a-9e7d-d19ffd161857 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 20

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.981001Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 42856221-d417-43b8-9903-8410a7877b8e · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.962896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6440a2dc-bf94-4d5a-985a-7cc3878bfeb2 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.606042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0aac4cd5-5da6-4e36-860e-7ee7dedacd80 · outbound

This paper cites A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance.

Unfolding Data Quality Dimensions in Practice: A Survey A Survey on Data Cleaning Methods for Improved Machine Learning Model Performance

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:50:12.932888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 688a80e6-6542-460b-b721-d4a996180ffb · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.924383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 469c0340-538e-4dcf-852b-ea50d81c3b9e · outbound

This paper cites CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks.

Unfolding Data Quality Dimensions in Practice: A Survey CleanML: A Study for Evaluating the Impact of Data Cleaning on ML Classification Tasks

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.622681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0b43abc-03ea-4228-afbe-6bb4f1c98202 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 26

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T14:50:12.908739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fecadc2e-1afd-4077-b716-b8b2554cbabb · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 27

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.892308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a88bd26b-65b6-4f0d-a023-3f2b48ea49e4 · outbound

This paper cites Data Quality Assessment: Challenges and Opportunities.

Unfolding Data Quality Dimensions in Practice: A Survey Data Quality Assessment: Challenges and Opportunities

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T14:50:12.644644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2a26378c-fe00-4071-93c5-1dcb6672f295 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.872369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7ceaf8b0-1897-43be-91fe-5c7904182fdd · outbound

This paper cites A survey of open-source data quality tools: shedding light on the materialization of data quality dimensions in practice.

Unfolding Data Quality Dimensions in Practice: A Survey A survey of open-source data quality tools: shedding light on the materialization of data quality dimensions in practice

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-08-06T14:50:12.851603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f089b1dc-93e5-445d-824d-af9c8d259f18 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.906759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 920e1a75-6ec6-48cf-b74c-25fd778c6dfd · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.888380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0427dd61-addd-4ede-be50-383a12539789 · outbound

This paper cites Rana, Sheshadri Chatterjee, Yogesh K.

Unfolding Data Quality Dimensions in Practice: A Survey Rana, Sheshadri Chatterjee, Yogesh K

Reference 34

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:50:13.504612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c66e5d26-3a22-4e13-8134-6c8406d524fc · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 35

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:50:13.388503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3a0e5925-f711-46bf-8299-9448aa817a6a · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.852449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b41d7093-4173-4e71-b7bc-104bf766d067 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 37

Resolution: metadata mismatch; raw_fallback, observed 2026-08-06T14:50:13.286282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0d8dc87a-258d-4a18-b989-8d05a77a93d6 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.835244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e20ab6a7-6702-44d3-ae44-8a7c1f026363 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 39

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.825442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 83889256-2d61-40a3-80cd-a9758846ce45 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.807481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dc635e65-e44e-41f2-861f-6c8c97d28d31 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.817486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 084e2f5d-2aca-4c4b-b237-08c58c266150 · outbound

This paper cites Wang and Diane M.

Unfolding Data Quality Dimensions in Practice: A Survey Wang and Diane M

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T14:50:13.800644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 0c260c7d-4e1e-4508-a48a-ba6a9d25c47b · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 43

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.790325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c74f8084-ddf3-4832-a2a7-436de86af1ff · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-06T14:50:12.772615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28144f99-8c4a-4852-a716-73362d4edf1e · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 45

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T14:50:13.176870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c477f3bd-915b-4444-9c20-618ec4c823e7 · outbound

This paper cites an unresolved cited work.

Unfolding Data Quality Dimensions in Practice: A Survey Unresolved cited work

Reference 2010

Resolution: unresolved; raw_fallback, observed 2026-08-06T14:50:13.869867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.