This is a collection of Datasets that includes Health Related Headlines,Titles and Teaser of News,Journals scrapped from the web
The datasets are suitable for NLP tasks like Topic Modelling, Sentiment analysis, Word Visualization and whatever creative NLP task the users can imagine.
Working on this took many hours but I consider this my opportunity to give back to the internet that has given so much knowledge to me
I hope people from both health sciences and other fields can relate with and do NLP magic with the datasets.
I shared my thoughts in the medium article below
Date Date that the News/Journal Headline was stated to be published
Source Stated Source of Headline
Headlines Headlines/Titles of News article/Journal
Teaser Snippet(100-200 words) of texts about the Headline on the webpage.
Category Only the combination of all files has this column,
The rows are labelled into 7 distint Categories
based on file source . They are
'Immunization', 'Substance Abuse and Addiction', 'Clinical Trial',
'Pain Management', 'Adverse Drug Event', 'Antibiotic Resistance',
'Patient Safety'.
Below is the description of the content of each file in this repository.
Adult_Immunization_Features_Headlines.csv | 82KB | 366 | 4 | Nil Adult_Immunization_Features_Headlines.gz | 27KB | 366 | 4 | Nil
Adult_Immunization_News_Headlines.csv | 381KB | 1481 | 4 | Nil Adult_Immunization_News_Headlines.gz | 121KB | 1481 | 4 | Nil
Adverse_Drug_Events_Related_Headlines.csv | 1002KB | 4117 | 4 | combination of all files related to Adverse_Drug_Events_Related_Headlines.gz | 339KB | 4117 | 4 | adverse drug reaction
Adverse_Drug_Reaction_Journals_Headlines.csv | 93KB | 425 | 4 | Nil Adverse_Drug_Reaction_Journals_Headlines.gz | 31KB | 425 | 4 | Nil
Adverse_Drug_Reaction_News_Headlines.csv | 652KB | 2550 | 4 | Nil Adverse_Drug_Reaction_News_Headlines.gz | 219KB | 2550 | 4 | Nil
Adverse_Drug_Reaction_Perspective_Headlines.csv | 250KB | 1142 | 4 | Nil Adverse_Drug_Reaction_Perspective_Headlines.gz | 86KB | 1142 | 4 | Nil
Antibiotic_Resistance_Journals_Headlines.csv | 93KB | 590 | 4 | Nil Antibiotic_Resistance_Journals_Headlines.gz | 31KB | 590 | 4 | Nil
Antibiotic_Resistance_News_Headlines.csv | 103KB | 401 | 4 | Nil Antibiotic_Resistance_News_Headlines.gz | 34KB | 401 | 4 | Nil
Antibiotic_Resistance_Perspective_Headlines.csv | 82KB | 355 | 4 | Nil Antibiotic_Resistance_Perspective_Headlines.gz | 26KB | 355 | 4 | Nil
Antibiotic_Resistance_Related_Headlines.csv | 324KB | 1346 | 4 | combination of all files related to Antibiotic_Resistance_Related_Headlines.gz | 99KB | 1346 | 4 | Antibiotic Resistance
Clinical_Trials_Journals_Headlines.csv | 898KB | 4003 | 4 | Nil Clinical_Trials_Journals_Headlines.gz | 283KB | 4003 | 4 | Nil
Clinical_Trials_News_Headlines.csv | 1017KB | 3874 | 4 | Nil Clinical_Trials_News_Headlines.gz | 351KB | 3874 | 4 | Nil
Clinical_Trials_Perspective_Headlines.csv | 334KB | 1451 | 4 | Nil Clinical_Trials_Perspective_Headlines.gz | 117KB | 1451 | 4 | Nil
Clinical_Trials_Related_Headlines.csv | 2.2MB | 9328 | 4 | combination of all files related to Clinical_Trials_Related_Headlines.gz | 775KB | 9328 | 4 | Clinical Trials
Health_Related_Headlines_Dataset.csv | 10MB | 39387 | 5 | combination of all files, includes Health_Related_Headlines_Dataset.gz | 2.9MB | 39387 | 5 | a column with category indicated
Immunization_Related_Headlines.csv | 676KB | 2728 | 4 | combination of all files related to Immunization_Related_Headlines.gz | 180KB | 2728 | 4 | Immunization
Pain_Management_Journals_Headlines.csv | 878KB | 3873 | 4 | Nil Pain_Management_Journals_Headlines.gz | 276KB | 3873 | 4 | Nil
Pain_Management_News_Headlines.csv | 931KB | 3690 | 4 | Nil Pain_Management_News_Headlines.gz | 312KB | 3690 | 4 | Nil
Pain_Management_Related_Headlines .gz | 2.1MB | 9189 | 4 | combination of all files related to Pain_Management_Related_Headlines.csv | 730KB | 9189 | 4 | Pain Management
Pain_management_Features_Headlines.csv | 354KB | 1626 | 4 | Nil Pain_management_Features_Headlines.gz | 121KB | 1626 | 4 | Nil
Patient_Safety_Journals_Headlines.csv | 363KB | 1582 | 4 | Nil Patient_Safety_Journals_Headlines.gz | 117KB | 1582 | 4 | Nil
Patient_Safety_News_Headlines .gz | 804KB | 3137 | 4 | Nil Patient_Safety_News_Headlines.csv | 279KB | 3137 | 4 | Nil
Patient_Safety_Perspective_Headlines.csv | 269KB | 1191 | 4 | Nil Patient_Safety_Perspective_Headlines.gz | 95KB | 1191 | 4 | Nil
Patient_Safety_Related_Headlines.csv | 1.4MB | 5910 | 4 | combination of all files related to Patient_Safety_Related_Headlines.gz | 501KB | 5910 | 4 | Patient Safety
Peadiatric_Immunization_Features_Headlines.csv | 104KB | 463 | 4 | Nil Peadiatric_Immunization_Features_Headlines.gz | 33KB | 463 | 4 | Nil
Peadiatric_Immunization_News_Headlines.csv | 106KB | 1481 | 4 | Nil Peadiatric_Immunization_News_Headlines.gz | 34KB | 1481 | 4 | Nil
Substance_Abuse_and_Addiction_Journals_Headlines.csv | 696KB | 3019 | 4 | Nil Substance_Abuse_and_Addiction_Journals_Headlines.gz | 215KB | 3019 | 4 | Nil
Substance_Abuse_and_Addiction_News_Headlines.csv | 722KB | 2835 | 4 | Nil Substance_Abuse_and_Addiction_News_Headlines.gz | 238KB | 2835 | 4 | Nil
Substance_Abuse_and_Addiction_Perspective_Headlines.csv | 201KB | 915 | 4 | Nil Substance_Abuse_and_Addiction_Perspective_Headlines.gz | 65KB | 915 | 4 | Nil
Substance_Abuse_and_Addiction_Related_Headlines.gz | 1.6MB | 6769 | 4 | combination of all files related to Substance_Abuse_and_Addiction_Related_Headlines.csv | 531KB | 6769 | 4 | Substance Abuse and Addiction