Paper Citation Record · LEDGER

Visualization in the preprocessing phase: an interview study with enterprise professionals

As of 16 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:1908.07894.

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

pith.paper-citation-record.v1
1908.07894 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T11:56:21.631612Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

46 of 46 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b6f79784-6f1f-4b31-82ea-dbf580b9313b · outbound

This paper cites Exploratory Data Mining and Data Cleaning.

Visualization in the preprocessing phase: an interview study with enterprise professionals Exploratory Data Mining and Data Cleaning

Reference 1

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Observation 9e79deab-5409-4451-b697-e850796d76b0 · outbound

This paper cites Data Mining: Concepts and Techniques.

Visualization in the preprocessing phase: an interview study with enterprise professionals Data Mining: Concepts and Techniques

Reference 2

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Observation f348941a-aa9e-4ba4-bb0c-21e083980547 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Knowledge Discovery in Databases

Reference 3

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This paper cites The crisp-dm model: the new blueprint for data mining.

Visualization in the preprocessing phase: an interview study with enterprise professionals The crisp-dm model: the new blueprint for data mining

Reference 4

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Observation 69311232-bd08-4815-addf-0f3a0304bc73 · outbound

This paper cites Wrangler: Inter active visual speciﬁcation of data transformation scripts.

Visualization in the preprocessing phase: an interview study with enterprise professionals Wrangler: Inter active visual speciﬁcation of data transformation scripts

Reference 5

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Observation 0c732a00-d01c-47e0-ab12-57fd7646dc1c · outbound

This paper cites Quantitative data cleaning for large da tabases, 2008.

Visualization in the preprocessing phase: an interview study with enterprise professionals Quantitative data cleaning for large da tabases, 2008

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.669244Z

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Observation 9db5848c-cc44-4c73-a888-985e87715ca8 · outbound

This paper cites Competing with High Quality Data: Concepts, Tools, and Techniques for Building a Successful Approach to Data Quali ty.

Visualization in the preprocessing phase: an interview study with enterprise professionals Competing with High Quality Data: Concepts, Tools, and Techniques for Building a Successful Approach to Data Quali ty

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.654698Z

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Observation b4b862ca-6b87-4a6b-b7b6-210cb53b4ad1 · outbound

This paper cites Introduction to Data Mining, (First Edition).

Visualization in the preprocessing phase: an interview study with enterprise professionals Introduction to Data Mining, (First Edition)

Reference 8

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Observation 7aa79308-c6f8-4925-8bf3-49278ac0c952 · outbound

This paper cites From visual data exploration to visual data mining: A survey.

Visualization in the preprocessing phase: an interview study with enterprise professionals From visual data exploration to visual data mining: A survey

Reference 9

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This paper cites Interactive Data Visualization: F oundations, Techniques, and Applications, Second Edition - 360 Degree Business.

Visualization in the preprocessing phase: an interview study with enterprise professionals Interactive Data Visualization: F oundations, Techniques, and Applications, Second Edition - 360 Degree Business

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.625796Z

Source-reported events for the cited work

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Observation afd1ac58-709f-4ff2-8ae6-8e47dbadab46 · outbound

This paper cites The interactive visualization g ap in initial exploratory data analysis.

Visualization in the preprocessing phase: an interview study with enterprise professionals The interactive visualization g ap in initial exploratory data analysis

Reference 11

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Source-reported events for the cited work

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Observation f0b8921a-99a4-47d6-b18d-51832cd718fd · outbound

This paper cites Enterprise da ta analysis and visualization: An interview study.

Visualization in the preprocessing phase: an interview study with enterprise professionals Enterprise da ta analysis and visualization: An interview study

Reference 12

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Observation d855d2c8-d697-4f19-82cc-0318d98f5992 · outbound

This paper cites Futzing and moseying: I nter- views with professional data analysts on exploration pract ices.

Visualization in the preprocessing phase: an interview study with enterprise professionals Futzing and moseying: I nter- views with professional data analysts on exploration pract ices

Reference 13

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This paper cites Guidelines for snowballing in systematic lit erature studies and a replication in software engineering.

Visualization in the preprocessing phase: an interview study with enterprise professionals Guidelines for snowballing in systematic lit erature studies and a replication in software engineering

Reference 14

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This paper cites Empirical studies in i nformation visualization: Seven scenarios.

Visualization in the preprocessing phase: an interview study with enterprise professionals Empirical studies in i nformation visualization: Seven scenarios

Reference 15

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Source-reported events for the cited work

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Visualization in the preprocessing phase: an interview study with enterprise professionals Research Methods in Human- Computer Interaction, 2nd Edition

Reference 16

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Observation 47a2f832-276a-44dc-8c3f-566eb030b221 · outbound

This paper cites What is big data? a cons ensual deﬁnition and a review of key research topics.

Visualization in the preprocessing phase: an interview study with enterprise professionals What is big data? a cons ensual deﬁnition and a review of key research topics

Reference 17

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Visualization in the preprocessing phase: an interview study with enterprise professionals Unresolved cited work

Reference 18

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Observation f2e8f43e-f571-455a-a834-0777f147e028 · outbound

This paper cites The r project for statistical computing.

Visualization in the preprocessing phase: an interview study with enterprise professionals The r project for statistical computing

Reference 19

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Visualization in the preprocessing phase: an interview study with enterprise professionals Databricks: Making big data simple

Reference 20

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Visualization in the preprocessing phase: an interview study with enterprise professionals Knime - the konstanz i nformation miner: V ersion 2.0 and beyond

Reference 21

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Visualization in the preprocessing phase: an interview study with enterprise professionals Knime: Open for innovation

Reference 22

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Visualization in the preprocessing phase: an interview study with enterprise professionals The open graph viz platform

Reference 24

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Source-reported events for the cited work

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Observation 16dec1ca-0647-4577-a27f-3cedf7890006 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Orange: Data mining to olbox in python

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.476004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Visualization in the preprocessing phase: an interview study with enterprise professionals Gephi: an open source s oftware for exploring and manipulating networks

Reference 26

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Source-reported events for the cited work

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Visualization in the preprocessing phase: an interview study with enterprise professionals Spark: Cluste r computing with working sets

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.446454Z

Source-reported events for the cited work

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Visualization in the preprocessing phase: an interview study with enterprise professionals Apache spark: Unied analytics engine for big da ta

Reference 28

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Visualization in the preprocessing phase: an interview study with enterprise professionals Orange: Data mining fruitful and fun

Reference 29

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Observation d52f12bf-311c-43aa-b0de-344a6e28e19d · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Unresolved cited work

Reference 30

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Visualization in the preprocessing phase: an interview study with enterprise professionals ggplot2 - tidyverse

Reference 31

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Visualization in the preprocessing phase: an interview study with enterprise professionals Apache hadoop

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.371499Z

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Observation 388cfe1f-c375-4fdc-aff8-5b9a88856bc8 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Matplotlib: Python plotting - matplotlib 3.0.2 documentation

Reference 33

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Visualization in the preprocessing phase: an interview study with enterprise professionals seaborn: statistical data visualization - 0

Reference 34

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 59d60fe3-240a-492e-8bb7-0cdf27b0bfb4 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Vim: Visualization and imputation of missing values

Reference 35

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Observation 16ca4cf8-080e-47cf-b83c-326d206d4f3b · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Unresolved cited work

Reference 36

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Source-reported events for the cited work

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Visualization in the preprocessing phase: an interview study with enterprise professionals Sas analytics

Reference 37

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Source-reported events for the cited work

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Observation 03e9b82e-656b-434a-bf4a-739bb85dfbd2 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Imputation with the R package VIM

Reference 38

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Visualization in the preprocessing phase: an interview study with enterprise professionals The eyes have it: A task by data type taxon omy for information visualizations

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.291614Z

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Observation 2ba42f1a-9671-43f8-9b8f-e0d81629a9aa · outbound

This paper cites The table lens: Merging graphical and s ymbolic representations in an interactive focus + context visualiz ation for tabular information.

Visualization in the preprocessing phase: an interview study with enterprise professionals The table lens: Merging graphical and s ymbolic representations in an interactive focus + context visualiz ation for tabular information

Reference 40

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This paper cites Qlik: Data analytics for modern business intelli gence.

Visualization in the preprocessing phase: an interview study with enterprise professionals Qlik: Data analytics for modern business intelli gence

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.307432Z

Source-reported events for the cited work

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Observation b999a041-4715-4e97-9ac6-0e97b0664310 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Seeing, sensing, and scrutinizing

Reference 42

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Source-reported events for the cited work

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Visualization in the preprocessing phase: an interview study with enterprise professionals Progressive visual analy tics: User- driven visual exploration of in-progress analytics

Reference 43

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Visualization in the preprocessing phase: an interview study with enterprise professionals List_Insights_horizontal.JPG

Reference 44

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Visualization in the preprocessing phase: an interview study with enterprise professionals Designing pixel-oriented visualization techn iques: theory and applications

Reference 45

Resolution: metadata mismatch; raw_fallback, observed 2026-08-14T11:56:21.992790Z

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Observation c7ce4ea8-59c2-4001-9ad6-22a0234f01b1 · outbound

This paper cites Mastering the Information Age: Solving Problems with Visual Analytics, Eurographics Association.

Visualization in the preprocessing phase: an interview study with enterprise professionals Mastering the Information Age: Solving Problems with Visual Analytics, Eurographics Association

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T11:56:22.274551Z

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Observation 9155964c-460d-4884-b01c-d7fe83cccd55 · outbound

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Visualization in the preprocessing phase: an interview study with enterprise professionals Unresolved cited work

Reference 2011

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Pith citing papers

No inbound Pith citation observations are available.