Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:40:08.023617Z
Paper Citation Record · LEDGER
As of 16 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:1908.06719.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T12:40:08.023617Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
51 of 51 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation b02d2b97-243b-4931-9823-cea165248a53 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://wesmckinney.com/blog/apache-arrow-pandas-internals/
Reference 1
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 d80fcff8-0c9c-4a9f-82a2-27d76b4c252d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://asterixdb.apache.org/
Reference 2
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 814a74f0-46c5-48ed-b9da-5a23aeca0e08 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://hive.apache.org/
Reference 3
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 fe284654-1371-43a5-8946-4838d128557a · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://parquet.apache.org/
Reference 4
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 695bf6f8-4377-4b3c-b410-18050d94f48f · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://spark.apache.org/
Reference 5
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 d9a8ceee-5d15-47fa-8f0f-b4302ab582bf · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://tez.apache.org/
Reference 6
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 77fa34ed-8228-49d6-9f6d-aeb7b5585b76 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://www.crowdflower.com/
Reference 7
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 9ea62e12-623e-40cb-9c9c-3a984ced36d6 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://dask.org/
Reference 8
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 c25f9a00-eef0-4505-adec-95bc2a92984d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://sortbenchmark.org/
Reference 9
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 3bf256ae-94bc-4b87-8c42-e5fe3deb0adf · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://www.kaggle.com/crowdflower/twitter-airline-sentiment/
Reference 10
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 8e033ec1-4433-4437-a940-a9f339b1208e · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://modin.readthedocs.io/en/latest/
Reference 11
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 e72a27fd-0478-4d9f-82a1-45c62cef8c30 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://pandas.pydata.org/
Reference 12
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 9ee541ad-1036-4437-babe-b7c3c7967e1d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) https://rise.cs.berkeley.edu/blog/pandas-on-ray-early- lessons/
Reference 13
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 5bd970cd-6715-4811-b3f1-c9f9f8c6c95e · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://www.r-project.org/
Reference 14
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 2c280c4d-9a6c-4a85-a4fa-27a1301adb6f · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) http://developer.twitter.com/
Reference 15
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 c794f74f-4cd1-466a-9d2e-3226acd0e164 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Abadi et al
Reference 16
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 d48faefd-db09-4139-beb4-372021b60c4f · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Alkowaileet et al
Reference 17
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 760f8e31-93c2-4203-90f9-44596adc1aaf · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Alsubaiee et al
Reference 18
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 6e8df95c-5c12-403f-a3b2-f69e8962e9d8 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Armbrust et al
Reference 19
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 51fa5979-aed9-4a5d-96dd-111e7a6a2bb2 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Armbrust et al
Reference 20
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 7d1b8183-013c-4657-b4b5-8b9091423049 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Chamberlin
Reference 21
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 972cbf10-d732-4b88-a873-3bcbe90a80f8 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 22
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 294fbeff-0470-41ef-9866-c4cb8125dcce · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 23
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 b109912e-c933-450f-90f7-97a35b0b8709 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Ghazal et al
Reference 24
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 5b8f4da9-c941-4aa8-b9b9-1bc38c2c5fa5 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Kluyver et al
Reference 25
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 6dae9ae8-8c59-486a-984c-4b38ce705120 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Liu et al
Reference 26
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 955cb3b1-a6bc-45d9-87dd-84f139db7029 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) McKinney et al
Reference 27
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 88b76a69-d688-46a5-b0ca-d21ac8100c26 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Meijer, B
Reference 28
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 f51ba066-6dbe-46ff-838f-66f48ce0ae20 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Meng et al
Reference 29
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 dafe46a1-397f-47e4-bbbb-8516b6c4f677 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) TDSP: Team Data Science Process
Reference 30
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 986f90c5-ab0d-4a91-b13a-aef6a75c09b6 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Moritz et al
Reference 31
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 b4295701-e32f-4783-985a-9eaab4c7647e · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 32
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 861eac0e-5fc5-4602-a123-5d707d70c389 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Pedregosa et al
Reference 33
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 afd78940-890a-4ff9-88d1-f2a0d615f6b5 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 34
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 d8ca33e1-6fd6-4247-992e-17435281f4b8 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Shvachko et al
Reference 35
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 dfd2780a-4f45-480a-9b9a-d0cae8775434 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Socher et al
Reference 36
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 ff491eff-0939-4295-b0c7-d8640b0c5316 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 37
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 b6079c03-7f32-4701-bbf6-6c9066562d69 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Venkataraman et al
Reference 38
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 eea6ce9f-0793-4c41-86d1-008e4c177d2b · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) adapter-name
Reference 39
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 f83b7d18-9aae-4e08-a235-3228c10e9963 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 40
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 22807dac-3058-40d0-ab85-fd004b692b7d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 41
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 b36f9340-1f89-4bbd-8d93-fceffca3c8e3 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 42
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 3c83d5d5-96ac-45d2-bd0d-a99b2d314fc6 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 43
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 5ed2f5ba-3471-4b61-afaa-7137668b9e0d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 44
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 aabf6572-a221-4d0f-a812-7d6322e085ad · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 45
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 cfd847fe-b8ca-459d-9ceb-609fdbac61d8 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 46
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 90a47862-9367-49c8-bd1f-3ff4e85e50da · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 47
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 c326c513-b9ae-4e67-92bc-bfbd636a4f04 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 48
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 c9d1fc9b-b942-4fa0-a713-0e6a3527cb82 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 49
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 329f18d6-6367-425c-8c88-73271320fba3 · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 50
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 ca1d1f43-1743-4264-8634-08574b77577d · outbound
AFrame: Extending DataFrames for Large-Scale Modern Data Analysis (Extended Version) Unresolved cited work
Reference 51
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.
No inbound Pith citation observations are available.