Datasets:

ekacare
/

NidaanKosha-100k-V1.0

document_id stringlengths 32 32	age int64 17 105	gender stringclasses 2 values	test_name stringlengths 1 100 ⌀	display_ranges stringlengths 1 662 ⌀	value stringlengths 1 255	unit stringlengths 1 15 ⌀	specimen stringclasses 12 values	loinc stringclasses 581 values
a1ce7f03fca11a7351927f5d6d635552	72	female	% TRANSFERRIN SATURATION	null	25.4100	%	blood	2502-3
a1ce7f03fca11a7351927f5d6d635552	72	female	IRON	null	98.6000	ug/dl	null	2498-4
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL IRON BINDING CAPACITY (TIBC)	null	388.0000	ug/dl	blood	2500-7
a1ce7f03fca11a7351927f5d6d635552	72	female	ALANINE TRANSAMINASE (SGPT)	< 34.0	29.4600	U/I	blood	1742-6
a1ce7f03fca11a7351927f5d6d635552	72	female	ALBUMIN SERUM	3.2 - 4.8	4.4400	gm/dl	blood	1751-7
a1ce7f03fca11a7351927f5d6d635552	72	female	ALKALINE PHOSPHATASE	45.0 - 129.0	63.8300	U/L	blood	6768-6
a1ce7f03fca11a7351927f5d6d635552	72	female	ASPARTATE AMINOTRANSFERASE (SGOT )	< 31.0	26.9200	U/I	blood	1920-8
a1ce7f03fca11a7351927f5d6d635552	72	female	BILIRUBIN (INDIRECT)	0.0 - 0.9	0.4800	mg/dl	blood	1971-1
a1ce7f03fca11a7351927f5d6d635552	72	female	BILIRUBIN -DIRECT	< 0.3	0.2100	mg/dl	blood	1968-7
a1ce7f03fca11a7351927f5d6d635552	72	female	BILIRUBIN TOTAL	0.3 - 1.2	0.6900	mg/dl	blood	1975-2
a1ce7f03fca11a7351927f5d6d635552	72	female	GAMMA GLUTAMYL TRANSFERASE (GGT)	< 38.0	75.8900	U/I	blood	2324-2
a1ce7f03fca11a7351927f5d6d635552	72	female	PROTEIN TOTAL	5.7 - 8.2	7.3800	gm/dl	blood	2885-2
a1ce7f03fca11a7351927f5d6d635552	72	female	SERUM ALB/GLOBULIN RATIO	0.9 - 2.0	1.5100	Ratio	blood	1759-0
a1ce7f03fca11a7351927f5d6d635552	72	female	SERUM GLOBULIN	2.5 - 3.4	2.9400	gm/dL	blood	2336-6
a1ce7f03fca11a7351927f5d6d635552	72	female	HDL CHOLESTEROL DIRECT	35.0 - 80.0	73.0000	mg/dl	blood	2085-9
a1ce7f03fca11a7351927f5d6d635552	72	female	LDL / HDL RATIO	1.5 - 3.5	0.9000	Ratio	blood	11054-4
a1ce7f03fca11a7351927f5d6d635552	72	female	LDL CHOLESTEROL DIRECT	85.0 - 130.0	64.0000	mg/dl	blood	2089-1
a1ce7f03fca11a7351927f5d6d635552	72	female	NON-HDL CHOLESTEROL	< 160.0	101.2500	mg/dl	blood	43396-1
a1ce7f03fca11a7351927f5d6d635552	72	female	TC/ HDL CHOLESTEROL RATIO	3.0 - 5.0	2.4000	Ratio	blood	9830-1
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL CHOLESTEROL	125.0 - 200.0	174.0000	mg/dl	blood	2093-3
a1ce7f03fca11a7351927f5d6d635552	72	female	TRIGLYCERIDES	25.0 - 200.0	137.0000	mg/dl	blood	2571-8
a1ce7f03fca11a7351927f5d6d635552	72	female	VLDL CHOLESTEROL	5.0 - 40.0	27.3900	mg/dl	blood	2091-7
a1ce7f03fca11a7351927f5d6d635552	72	female	THYROID STIMULATING HORMONE (TSH)	0.3 - 5.5	0.4700	uIU/ml	blood	3016-3
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL THYROXINE (T4)	4.5 - 12.0	6.0000	ug/dl	blood	3026-2
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL TRIIODOTHYRONINE (T3)	60.0 - 200.0	97.0000	ng/dl	blood	3053-6
a1ce7f03fca11a7351927f5d6d635552	72	female	BLOOD UREA NITROGEN (BUN)	7.0 - 25.0	13.4100	mg/dl	blood	3094-0
a1ce7f03fca11a7351927f5d6d635552	72	female	BUN / SR.CREATININE RATIO	9:1-23:1	26.2900	Ratio	blood	3097-3
a1ce7f03fca11a7351927f5d6d635552	72	female	CALCIUM	8.8 - 10.6	9.3500	mg/dl	blood	17861-6
a1ce7f03fca11a7351927f5d6d635552	72	female	CREATININE SERUM	0.5 - 0.8	0.5100	mg/dl	blood	2160-0
a1ce7f03fca11a7351927f5d6d635552	72	female	URIC ACID	3.2 - 6.1	5.8400	mg/dl	blood	3084-1
a1ce7f03fca11a7351927f5d6d635552	72	female	EST. GLOMERULAR FILTRATION RATE (eGFR)	null	96.0000	mL/min/1.73 m2	blood	69405-9
a1ce7f03fca11a7351927f5d6d635552	72	female	AVERAGE BLOOD GLUCOSE (ABG)	null	143.0000	mg/dl	blood	27353-2
a1ce7f03fca11a7351927f5d6d635552	72	female	HbA1c (HPLC NGSP Certified)	null	6.6000	%	blood	4548-4
a1ce7f03fca11a7351927f5d6d635552	72	female	BASOPHILS	< 2.0	0.2000	%	blood	30180-4
a1ce7f03fca11a7351927f5d6d635552	72	female	BASOPHILS ABSOLUTE COUNT	0.02 - 0.1	0.0200	X 10 ³ / uL	blood	26444-0
a1ce7f03fca11a7351927f5d6d635552	72	female	EOSINOPHILS	0.0 - 6.0	4.5000	%	blood	26450-7
a1ce7f03fca11a7351927f5d6d635552	72	female	EOSINOPHILS ABSOLUTE COUNT	0.02 - 0.5	0.3400	X 103 / pL	blood	26449-9
a1ce7f03fca11a7351927f5d6d635552	72	female	HEMATOCRIT(PCV)	36.0 - 46.0	42.4000	%	blood	20570-8
a1ce7f03fca11a7351927f5d6d635552	72	female	HEMOGLOBIN	12.0 - 15.0	12.5000	g/dL	blood	718-7
a1ce7f03fca11a7351927f5d6d635552	72	female	IMMATURE GRANULOCYTE PERCENTAGE(IG%)	0.0 - 0.4	0.1000	%	blood	38518-7
a1ce7f03fca11a7351927f5d6d635552	72	female	IMMATURE GRANULOCYTES(IG)	0.0 - 0.3	0.0100	X 10³ / uL	blood	51584-1
a1ce7f03fca11a7351927f5d6d635552	72	female	LYMPHOCYTE PERCENTAGE	20.0 - 40.0	27.8000	%	blood	26478-8
a1ce7f03fca11a7351927f5d6d635552	72	female	LYMPHOCYTES ABSOLUTE COUNT	1.0 - 3.0	2.1200	X 10 ³ / uL	blood	26474-7
a1ce7f03fca11a7351927f5d6d635552	72	female	MEAN CORP.HEMO.CONC(MCHC)	31.5 - 34.5	29.5000	g/dL	blood	28540-3
a1ce7f03fca11a7351927f5d6d635552	72	female	MEAN CORPUSCULAR HEMOGLOBIN(MCH)	27.0 - 32.0	29.1000	pq	blood	28539-5
a1ce7f03fca11a7351927f5d6d635552	72	female	MEAN CORPUSCULAR VOLUME(MCV)	83.0 - 101.0	98.6000	fL	blood	30428-7
a1ce7f03fca11a7351927f5d6d635552	72	female	MEAN PLATELET VOLUME(MPV)	6.5 - 12.0	14.6000	fL	blood	28542-9
a1ce7f03fca11a7351927f5d6d635552	72	female	MONOCYTES	0.0 - 10.0	5.1000	%	blood	26485-3
a1ce7f03fca11a7351927f5d6d635552	72	female	MONOCYTES ABSOLUTE COUNT	0.2 - 1.0	0.3900	X 10 superscrip	blood	26484-6
a1ce7f03fca11a7351927f5d6d635552	72	female	NEUTROPHILS	40.0 - 80.0	62.3000	%	blood	53797-7
a1ce7f03fca11a7351927f5d6d635552	72	female	NEUTROPHILS ABSOLUTE COUNT	2.0 - 7.0	475.0000	X 103/uL	blood	26499-4
a1ce7f03fca11a7351927f5d6d635552	72	female	NUCLEATED RED BLOOD CELLS	<0.01	nil	X 103/UL	blood	null
a1ce7f03fca11a7351927f5d6d635552	72	female	NUCLEATED RED BLOOD CELLS %	<0.01	nil	%	blood	19048-8
a1ce7f03fca11a7351927f5d6d635552	72	female	PLATELET COUNT	150.0 - 400.0	173.0000	X 10 ³ / uL	blood	26515-7
a1ce7f03fca11a7351927f5d6d635552	72	female	PLATELET TO LARGE CELL RATIO(PLCR)	19.7 - 42.4	63.6000	%	blood	48386-7
a1ce7f03fca11a7351927f5d6d635552	72	female	PLATELETCRIT(PCT)	0.19 - 0.39	0.2500	%	blood	51637-7
a1ce7f03fca11a7351927f5d6d635552	72	female	RED CELL DISTRIBUTION WIDTH SD(RDW-SD)	39.0 - 46.0	54.5000	fL	blood	30384-2
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL LEUCOCYTES COUNT	4.0 - 10.0	7.6200	X 10 ³ / uL	blood	26464-8
a1ce7f03fca11a7351927f5d6d635552	72	female	TOTAL RBC	3.9 - 4.8	4.3000	X 10^6/uL	blood	26453-1
7cb374e4e2b825c5af8206157026b16f	40	male	Absolute Eosinophil Count	20.0 - 500.0	216.7500	cells/micro L	blood	26449-9
7cb374e4e2b825c5af8206157026b16f	40	male	Absolute Lymphocyte Count	1000.0 - 3000.0	2384.2500	cells/micro L	blood	26474-7
7cb374e4e2b825c5af8206157026b16f	40	male	Absolute Neutrophil Count	2000.0 - 7000.0	5644.1700	cells/micro L	blood	26499-4
7cb374e4e2b825c5af8206157026b16f	40	male	Basophils	< 2.0	0.6000	%	blood	30180-4
7cb374e4e2b825c5af8206157026b16f	40	male	Eosinophils	1.0 - 6.0	2.5000	%	blood	26450-7
7cb374e4e2b825c5af8206157026b16f	40	male	Haemoglobin-HB	13.0 - 17.0	14.1000	g/dL	blood	718-7
7cb374e4e2b825c5af8206157026b16f	40	male	Lymphocytes	20.0 - 40.0	27.5000	%	blood	26478-8
7cb374e4e2b825c5af8206157026b16f	40	male	MCH (Mean Corpuscular Haemoglobin)	27.0 - 32.0	29.1000	pg	blood	28539-5
7cb374e4e2b825c5af8206157026b16f	40	male	MCHC (Mean Corpuscular Haemoglobin	31.5 - 34.5	33.0000	g/dL	blood	28540-3
7cb374e4e2b825c5af8206157026b16f	40	male	MCV (Mean Corpuscular Volume)	83.0 - 101.0	88.0000	fL	blood	30428-7
7cb374e4e2b825c5af8206157026b16f	40	male	Monocytes	2.0 - 10.0	4.3000	%	blood	26485-3
7cb374e4e2b825c5af8206157026b16f	40	male	N/L Ratio	1.0 - 3.0	2.3700	ratio	null	null
7cb374e4e2b825c5af8206157026b16f	40	male	Neutrophils	40.0 - 80.0	65.1000	%	blood	53797-7
7cb374e4e2b825c5af8206157026b16f	40	male	PCV (Haematocrit)	40.0 - 50.0	42.7000	%	blood	20570-8
7cb374e4e2b825c5af8206157026b16f	40	male	Red Cell Distribution Width CV	11.5 - 15.0	13.4000	%	blood	30385-9
7cb374e4e2b825c5af8206157026b16f	40	male	Red Cell Distribution Width SD	39.0 - 46.0	43.5000	fL	blood	30384-2
7cb374e4e2b825c5af8206157026b16f	40	male	Total RBC Count	4.5 - 5.5	4.8500	Million/uL	blood	26453-1
7cb374e4e2b825c5af8206157026b16f	40	male	Total WBC Count	4000.0 - 10000.0	8670.0000	cells/cumm	blood	26464-8
7cb374e4e2b825c5af8206157026b16f	40	male	Absolute Basophil Count	20.0 - 100.0	52.0200	cells/micro L	blood	26444-0
7cb374e4e2b825c5af8206157026b16f	40	male	Absolute Monocyte Count	200.0 - 1000.0	372.8100	cells/micro L	blood	26484-6
7cb374e4e2b825c5af8206157026b16f	40	male	ESR (Erythrocyte Sedimentation Rate)	5.0 - 20.0	18.0000	mm/hr	blood	30341-2
7cb374e4e2b825c5af8206157026b16f	40	male	Estimated Average Glucose (eAG)	null	108.2800	mg/dl	blood	27353-2
7cb374e4e2b825c5af8206157026b16f	40	male	Glycosylated Haemoglobin-HbA1c	impaired glucose tolerance: 5.7 6.4 diabetes: > 6.5 non diabetic level: < 5.70	5.4000	%	blood	4548-4
7cb374e4e2b825c5af8206157026b16f	40	male	HDL Cholesterol-Direct	40.0 - 60.0	46.0700	mg/dL	blood	2085-9
7cb374e4e2b825c5af8206157026b16f	40	male	Mean Platelet volume	6.5 - 12.0	10.9000	fL	blood	28542-9
7cb374e4e2b825c5af8206157026b16f	40	male	Platelet Count	150.0 - 450.0	318.0000	Thousand/uL	blood	26515-7
7cb374e4e2b825c5af8206157026b16f	40	male	Platelet distribution width-CV	null	13.0000	%	blood	51631-0
7cb374e4e2b825c5af8206157026b16f	40	male	Platelet distribution width-SD	null	9.5000	fL	blood	32207-3
7cb374e4e2b825c5af8206157026b16f	40	male	Platelet to large cell ratio (PLCR)	19.7 - 42.4	31.8000	%	blood	48386-7
7cb374e4e2b825c5af8206157026b16f	40	male	Plateletcrit	19.7 - 42.4	35.0000	%	blood	51637-7
7cb374e4e2b825c5af8206157026b16f	40	male	Total Cholesterol	borderline high: 200-239 high: > 239 desirable: < 200	237.8900	mg/dL	blood	2093-3
7cb374e4e2b825c5af8206157026b16f	40	male	Triglycerides	normal: < 150 high: 150-199 hypertriglyceridemic: 200-499 very high: > 500	125.5600	mg/dL	blood	2571-8
7cb374e4e2b825c5af8206157026b16f	40	male	BUN-Blood Urea Nitrogen	6.0 - 20.0	7.6900	mg/dL	blood	3094-0
7cb374e4e2b825c5af8206157026b16f	40	male	Bicarbonate	23.0 - 29.0	25.0000	mEq/L	blood	1963-8
7cb374e4e2b825c5af8206157026b16f	40	male	Chloride	98.0 - 107.0	102.0000	mEq/L	blood	2075-0
7cb374e4e2b825c5af8206157026b16f	40	male	Cholesterol / Hdl Ratio	3.9 - 5.0	5.1600	ratio	blood	9830-1
7cb374e4e2b825c5af8206157026b16f	40	male	Creatinine	0.62 - 1.1	0.9200	mg/dL	blood	2160-0
7cb374e4e2b825c5af8206157026b16f	40	male	LDL / HDL Ratio	high risk: more than 6.0 borderline: 3.0-4.0 optimal: less than 3.0	3.6400	ratio	blood	11054-4
7cb374e4e2b825c5af8206157026b16f	40	male	LDL Cholesterol-Direct	optimal: < 100 near optimal/above optimal: 100 129 borderline high: 130-159 high: 160-189 very high: > 190	167.5700	mg/dL	blood	2089-1
7cb374e4e2b825c5af8206157026b16f	40	male	Non Hdl Cholesterol	< 140.0	191.8200	mg/dL	blood	43396-1
7cb374e4e2b825c5af8206157026b16f	40	male	Potassium	3.5 - 5.1	3.8000	mEq/L	blood	2823-3

End of preview. Expand in Data Studio

NidaanKosha

A Comprehensive Laboratory Investigation Dataset of 100,000 Indian Subjects with 6.8 Million+ Readings

In Sanskrit, "Nidaan" (निदान) signifies "diagnosis" or "investigation," while "Kosha" (कोष) represents a "treasury" or "repository." Together, NidaanKosha embodies a valuable collection of diagnostic information, preserving vital health insights for research and innovation.

Dataset Overview

NidaanKosha is an extensive repository containing laboratory investigation readings from 100,000 lab reports collected across diverse diagnostic facilities throughout India. This comprehensive dataset represents a curated collection of data extracted through Eka Care's Parrotlet vision LLM, which automatically parse images and PDFs to extract structured health information. The dataset contains approximately 6.8 million individual investigation readings, each mapped to standardized LOINC identifiers for interoperability.

Curated and Shared by: Eka.Care
License: CC-BY-SA-4.0

Data Acquisition

The laboratory investigation readings were extracted from lab reports collected through Eka Care's Personal Health Record applications:

Applications: Eka Care PHR mobile applications
- iOS app
- Android app

Data Structure and Parameters

The dataset provides a rich collection of laboratory investigation readings with the following key attributes:

Core Components

document_id: Unique identifier for each lab report
age: Age of the subject (as specified in the report)
gender: Gender of the subject (as specified in the report)
test_name: Extracted name of the lab investigation from the report
value: Measured value of the investigation
unit: Unit of measurement for the investigation value
display_ranges: Reference range for the specific investigation (specified in the row of the lab test, these readings are not read from the reference range table often provided in lab reports)
specimen: Identified Specimen of the lab investigation
loinc: LOINC code of the lab investigation (Automatically done)

Demographic Information

Gender-balanced dataset to ensure representative insights
Geographic distribution across various regions in India

Extraction Methodology

Parrotlet AI Model Series

The laboratory values were automatically extracted using Eka Care's proprietary Parrotlet series of AI models, specifically designed to:

Parse both image and PDF formats of lab reports
Identify and extract relevant investigation parameters
Map extractions to standardized LOINC codes
Maintain high accuracy and reliability in data extraction

Potential Applications

Population health studies specific to Indian demographics
Medical research on reference ranges in Indian populations
Benchmarking and improving laboratory data extraction models
Training and validation of health data interoperability systems

Dataset Creation Methodology

Data Collection and Processing

The shared corpus is a carefully selected subset of data collected through Eka Care's PHR applications. The dataset has been curated to ensure diversity across gender and geographic representation while maintaining quality and completeness of extracted information.

Privacy Considerations

This dataset contains absolutely no personally identifiable information (PII) and is completely anonymized. All document identifiers have been randomized to prevent any connection to original users.

References

Examples of Studies done with dataset

Contact Information

For inquiries, please email with the subject line "NidaanKosha enquiry" to: sankalp [at] eka.care

Downloads last month: 1

Size of downloaded dataset files:

176 MB

Size of the auto-converted Parquet files:

176 MB

Number of rows:

6,844,304