Name: Aircraft Historical Maintenance Dataset(2012-2017)
Creator: Kaggle
License: http://opendatacommons.org/licenses/dbcl/1.0/

About this Dataset

Aircraft Historical Maintenance Dataset(2012-2017)

Aircraft maintenance logs record dataset derived from MaintNet. This dataset contains free text fields describing the maintenance issues (problems) and actions performed (fixes).

The dataset contains 6,169 instances and 76,866 tokens. Thank you to University of North Dakota Aviation Program.

[1]Akhbardeh, F., Desell, T., and Zampieri, M., “MaintNet: A Collaborative Open-Source Library for Predictive Maintenance Language Resources”, arXiv e-prints, Art. no. arXiv:2005.12443, 2020. doi:10.48550/arXiv.2005.12443.

Tables

Aircraft Annotation Datafile

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aircraft_annotation_datafile

180.08 kB
6,169 rows
3 columns

CREATE TABLE aircraft_annotation_datafile (
  "ident" BIGINT,
  "problem" VARCHAR,
  "action" VARCHAR
);

Aviation Abbreviation Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_abbreviation_dataset

4.59 kB
65 rows
3 columns

CREATE TABLE aviation_abbreviation_dataset (
  "abbriviation_code" BIGINT,
  "abbreviated" VARCHAR,
  "standard_description" VARCHAR
);

Aviation Grammar Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_grammar_dataset

7.32 kB
57 rows
6 columns

CREATE TABLE aviation_grammar_dataset (
  "word" VARCHAR,
  "description" VARCHAR,
  "compound" VARCHAR,
  "lemma" VARCHAR,
  "stem" VARCHAR,
  "part_of_speech_pos" VARCHAR  -- Part Of Speech (POS)
);

Aviation Morphosyntactic Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_morphosyntactic_dataset

6.33 kB
59 rows
6 columns

CREATE TABLE aviation_morphosyntactic_dataset (
  "word" VARCHAR,
  "description" VARCHAR,
  "compound" VARCHAR,
  "lemma" VARCHAR,
  "stem" VARCHAR,
  "part_of_speech_pos" VARCHAR  -- Part Of Speech (POS)
);

Aviation Termbanks Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_termbanks_dataset

5.59 kB
100 rows
2 columns

CREATE TABLE aviation_termbanks_dataset (
  "word" VARCHAR,
  "example" VARCHAR
);