MLchartDataset catalogue

Dataset · MLC-0402 · [SAMPLE]

Drugs

1Description

Drug labeling and approval data: indications, dosage forms and strengths, contraindications, warnings, interactions, adverse reactions, ingredients, application numbers and approval history. Label sections are split into separate fields and linked to NDC codes, RxCUI, UNII and pharmacologic class. Pharma and health tech teams use it for drug information products, pharmacovigilance and competitive intelligence, and ML teams use it to train clinical NLP models.

Subsets

  • Drug labels
  • Indications
  • Formulations and strengths
  • Adverse events
  • Approval history
  • Drug interactions

2Schema

Table 1. Fields
FieldTypeDescriptionExample
brand_namestringProprietary nameJardiance
generic_namestringNonproprietary nameempagliflozin
manufacturerstringLabeler of this label versionBoehringer Ingelheim Pharmaceuticals, Inc.
application_numberstringNDA, ANDA or BLA numberNDA204629
sponsorstringApplication holderBOEHRINGER INGELHEIM
product_typestringPrescription, OTC, biologicHUMAN PRESCRIPTION DRUG
routearray<string>Routes of administration["ORAL"]
pharmacologic_classarray<string>Established pharmacologic class and mechanism of action["Sodium-Glucose Cotransporter 2 Inhibitor [EPC]", "Sodium-Glucose...
uniistringFDA Unique Ingredient IdentifierHDC1R2M35U
rxcuiarray<string>RxNorm concept identifiers["1545658", "1545664", "1545666", "1545668"]
product_ndcarray<string>National Drug Codes for the products["0597-0152", "0597-0153"]
productsarray<object>Strengths and dosage forms with marketing status and TE code[{"strength": "10MG", "dosage_form": "TABLET", "marketing_status"...
first_approval_datedateDate of original approval2014-08-01
first_approval_typestringChemical type of the original approvalType 1 - New Molecular Entity
approval_historyarray<string>Original approval and efficacy supplements: date, submission, type, review priority["2014-08-01: ORIG-1, original approval, standard review"...
total_submissionsintegerSubmissions on file for the application26
label_effective_datedateEffective date of the label version2026-01-30
label_set_idstringSPL set id shared by all versions of the labelfaf3dd6a-9cd0-39c2-0d2e-232cb3f67565
indications_and_usagestringIndications sectionJARDIANCE is indicated: to reduce the risk of cardiovascular death...
dosage_forms_and_strengthsstringDosage forms and strengths sectionJARDIANCE tablets available as: 10 mg pale yellow, round, biconvex...
contraindicationsstringContraindications sectionJARDIANCE is contraindicated in patients: with a hypersensitivity to...
warnings_and_precautionsstringWarnings and precautions sectionDiabetic Ketoacidosis in Patients with Type 1 Diabetes Mellitus and...
drug_interactionsstringDrug interactions sectionSee Table 4 for clinically relevant interactions with JARDIANCE...
adverse_reactionsstringAdverse reactions sectionThe following important adverse reactions are described below and...
label_urlstringLabel page on DailyMedhttps://dailymed.nlm.nih.gov/dailymed/drugInfo.cfm?setid=faf3dd6a-9cd0...
approval_urlstringApplication page on Drugs@FDAhttps://www.accessdata.fda.gov/scripts/cder/daf/index.cfm?event=overvi...

3Sample records

Sample record

Table 2. Sample record, fields
brand_nameJardiance
generic_nameempagliflozin
manufacturerBoehringer Ingelheim Pharmaceuticals, Inc.
application_numberNDA204629
sponsorBOEHRINGER INGELHEIM
product_typeHUMAN PRESCRIPTION DRUG
routeORAL
pharmacologic_classSodium-Glucose Cotransporter 2 Inhibitor [EPC]; Sodium-Glucose Transporter 2 Inhibitors [MoA]
uniiHDC1R2M35U
rxcui1545658; 1545664; 1545666; 1545668
product_ndc0597-0152; 0597-0153
products[0].strength10MG
products[0].dosage_formTABLET
products[0].marketing_statusPrescription
products[0].te_codeAB
products[0].reference_listed_drugtrue
products[1].strength25MG
products[1].dosage_formTABLET
products[1].marketing_statusPrescription
products[1].te_codeAB
products[1].reference_listed_drugtrue
first_approval_date2014-08-01
first_approval_typeType 1 - New Molecular Entity
approval_history2014-08-01: ORIG-1, original approval, standard review; 2015-06-26: SUPPL-2, efficacy supplement, standard review; 2015-06-26: SUPPL-3, efficacy supplement, standard review; 2015-06-26: SUPPL-1, efficacy supplement, standard review; 2016-03-18: SUPPL-5, efficacy supplement, standard review; 2016-12-02: SUPPL-8, efficacy supplement, standard review; 2021-08-18: SUPPL-26, efficacy supplement, standard review; 2022-02-24: SUPPL-33, efficacy supplement, priority review; 2023-06-20: SUPPL-42, efficacy supplement, priority review; 2023-09-21: SUPPL-40, efficacy supplement, standard review
total_submissions26
label_effective_date2026-01-30
label_set_idfaf3dd6a-9cd0-39c2-0d2e-232cb3f67565
indications_and_usageJARDIANCE is indicated: to reduce the risk of cardiovascular death and hospitalization for heart failure in adults with heart failure. to reduce the risk of sustained decline in eGFR, end-stage kidney disease, cardiovascular death, and hospitalization in adults with chronic kidney disease at risk of progression. to reduce the risk of cardiovascular death in adults with type 2 diabetes mellitus and established cardiovascular disease. as an adjunct to diet and exercise to improve glycemic control in adults and pediatric patients aged 10 years and older ...
dosage_forms_and_strengthsJARDIANCE tablets available as: 10 mg pale yellow, round, biconvex and bevel-edged, film-coated tablets debossed with "S 10" on one side and the Boehringer Ingelheim company symbol on the other side. 25 mg pale yellow, oval, biconvex, film-coated tablets debossed with "S 25" on one side and the Boehringer Ingelheim company symbol on the other side. Tablets: 10 mg, 25 mg
contraindicationsJARDIANCE is contraindicated in patients: with a hypersensitivity to empagliflozin or any of the excipients in JARDIANCE, reactions such as angioedema have occurred. Hypersensitivity to empagliflozin or any of the excipients in JARDIANCE.
warnings_and_precautionsDiabetic Ketoacidosis in Patients with Type 1 Diabetes Mellitus and Other Ketoacidosis: Consider ketone monitoring in patients with type 1 diabetes mellitus and consider ketone monitoring in others at risk for ketoacidosis, as indicated. Assess for ketoacidosis regardless of presenting blood glucose levels and discontinue JARDIANCE if ketoacidosis ...
drug_interactionsSee Table 4 for clinically relevant interactions with JARDIANCE. Table 4 Clinically Relevant Interactions with JARDIANCE Diuretics Clinical Impact Coadministration of empagliflozin with diuretics resulted in increased urine volume and frequency of voids, which might enhance the potential for volume depletion. Intervention Before initiating JARDIANCE, assess volume status and renal function. In ...
adverse_reactionsThe following important adverse reactions are described below and elsewhere in the labeling: Diabetic Ketoacidosis in Patients with Type 1 Diabetes Mellitus and Other Ketoacidosis Volume Depletion Genitourinary Infections, including Urosepsis, Pyelonephritis, Necrotizing Fasciitis of the Perineum (Fournier's Gangrene), and Genital Mycotic Infections Hypoglycemia Hypersensitivity Reactions Most ...
label_urlhttps://dailymed.nlm.nih.gov/dailymed/drugInfo.cfm?setid=faf3dd6a-9cd0-39c2-0d2e-232cb3f67565
approval_urlhttps://www.accessdata.fda.gov/scripts/cder/daf/index.cfm?event=overview.process&ApplNo=204629
{
  "brand_name": "Jardiance",
  "generic_name": "empagliflozin",
  "manufacturer": "Boehringer Ingelheim Pharmaceuticals, Inc.",
  "application_number": "NDA204629",
  "sponsor": "BOEHRINGER INGELHEIM",
  "product_type": "HUMAN PRESCRIPTION DRUG",
  "route": [
    "ORAL"
  ],
  "pharmacologic_class": [
    "Sodium-Glucose Cotransporter 2 Inhibitor [EPC]",
    "Sodium-Glucose Transporter 2 Inhibitors [MoA]"
  ],
  "unii": "HDC1R2M35U",
  "rxcui": [
    "1545658",
    "1545664",
    "1545666",
    "1545668"
  ],
  "product_ndc": [
    "0597-0152",
    "0597-0153"
  ],
  "products": [
    {
      "strength": "10MG",
      "dosage_form": "TABLET",
      "marketing_status": "Prescription",
      "te_code": "AB",
      "reference_listed_drug": true
    },
    {
      "strength": "25MG",
      "dosage_form": "TABLET",
      "marketing_status": "Prescription",
      "te_code": "AB",
      "reference_listed_drug": true
    }
  ],
  "first_approval_date": "2014-08-01",
  "first_approval_type": "Type 1 - New Molecular Entity",
  "approval_history": [
    "2014-08-01: ORIG-1, original approval, standard review",
    "2015-06-26: SUPPL-2, efficacy supplement, standard review",
    "2015-06-26: SUPPL-3, efficacy supplement, standard review",
    "2015-06-26: SUPPL-1, efficacy supplement, standard review",
    "2016-03-18: SUPPL-5, efficacy supplement, standard review",
    "2016-12-02: SUPPL-8, efficacy supplement, standard review",
    "2021-08-18: SUPPL-26, efficacy supplement, standard review",
    "2022-02-24: SUPPL-33, efficacy supplement, priority review",
    "2023-06-20: SUPPL-42, efficacy supplement, priority review",
    "2023-09-21: SUPPL-40, efficacy supplement, standard review"
  ],
  "total_submissions": 26,
  "label_effective_date": "2026-01-30",
  "label_set_id": "faf3dd6a-9cd0-39c2-0d2e-232cb3f67565",
  "indications_and_usage": "JARDIANCE is indicated: to reduce the risk of cardiovascular death and hospitalization for heart failure in adults with heart failure. to reduce the risk of sustained decline in eGFR, end-stage kidney disease, cardiovascular death, and hospitalization in adults with chronic kidney disease at risk of progression. to reduce the risk of cardiovascular death in adults with type 2 diabetes mellitus and established cardiovascular disease. as an adjunct to diet and exercise to improve glycemic control in adults and pediatric patients aged 10 years and older ...",
  "dosage_forms_and_strengths": "JARDIANCE tablets available as: 10 mg pale yellow, round, biconvex and bevel-edged, film-coated tablets debossed with \"S 10\" on one side and the Boehringer Ingelheim company symbol on the other side. 25 mg pale yellow, oval, biconvex, film-coated tablets debossed with \"S 25\" on one side and the Boehringer Ingelheim company symbol on the other side. Tablets: 10 mg, 25 mg",
  "contraindications": "JARDIANCE is contraindicated in patients: with a hypersensitivity to empagliflozin or any of the excipients in JARDIANCE, reactions such as angioedema have occurred. Hypersensitivity to empagliflozin or any of the excipients in JARDIANCE.",
  "warnings_and_precautions": "Diabetic Ketoacidosis in Patients with Type 1 Diabetes Mellitus and Other Ketoacidosis: Consider ketone monitoring in patients with type 1 diabetes mellitus and consider ketone monitoring in others at risk for ketoacidosis, as indicated. Assess for ketoacidosis regardless of presenting blood glucose levels and discontinue JARDIANCE if ketoacidosis ...",
  "drug_interactions": "See Table 4 for clinically relevant interactions with JARDIANCE. Table 4 Clinically Relevant Interactions with JARDIANCE Diuretics Clinical Impact Coadministration of empagliflozin with diuretics resulted in increased urine volume and frequency of voids, which might enhance the potential for volume depletion. Intervention Before initiating JARDIANCE, assess volume status and renal function. In ...",
  "adverse_reactions": "The following important adverse reactions are described below and elsewhere in the labeling: Diabetic Ketoacidosis in Patients with Type 1 Diabetes Mellitus and Other Ketoacidosis Volume Depletion Genitourinary Infections, including Urosepsis, Pyelonephritis, Necrotizing Fasciitis of the Perineum (Fournier's Gangrene), and Genital Mycotic Infections Hypoglycemia Hypersensitivity Reactions Most ...",
  "label_url": "https://dailymed.nlm.nih.gov/dailymed/drugInfo.cfm?setid=faf3dd6a-9cd0-39c2-0d2e-232cb3f67565",
  "approval_url": "https://www.accessdata.fda.gov/scripts/cder/daf/index.cfm?event=overview.process&ApplNo=204629"
}

4Uses

  • Drug information and clinical decision support products
  • Pharmacovigilance and label change monitoring
  • Competitive intelligence on approvals and indications
  • Training clinical NLP and medical question answering models
  • Formulary and drug interaction checking

5Citation

@misc{mlchart_drugs_2026,
  title     = {Drugs},
  author    = {MLchart},
  publisher = {MLchart},
  year      = {2026},
  version   = {2026.10},
  url       = {https://mlchart.com/datasets/drugs/}
}

MLchart. (2026). Drugs (Version 2026.10) [Data set]. https://mlchart.com/datasets/drugs/

6Access

The full Drugs dataset (MLC-0402), records on request. Delivered as JSONL, CSV or Parquet under a commercial licence.

Request the full dataset