Dataset: Aircraft Historical Maintenance Dataset(2012-2017)

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

Aviation Morphosyntactic Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_morphosyntactic_dataset

6.18 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
);

Aviation Termbanks Dataset

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aviation_termbanks_dataset

5.46 KB
100 rows
2 columns


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

Aircraft Annotation Datafile

@kaggle.merishnasuwal_aircraft_historical_maintenance_dataset.aircraft_annotation_datafile

175.86 KB
6169 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

4.48 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

7.15 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
);