MARCOP001 · Arpaiolo · Jun 1, 2026 · Jun 1, 2026
diff --git a/PATCH_NOTES.md b/PATCH_NOTES.md
diff --git a/analysis_results/annual_production/annual_production_plot.html b/analysis_results/annual_production/annual_production_plot.html
diff --git a/analysis_results/annual_production/annual_production_summary.txt b/analysis_results/annual_production/annual_production_summary.txt
@@ -0,0 +1,4 @@
+Annual Production Analysis
+Documents with valid year: 1000
+Year range: 2024-2025
+Peak year: 2024 (999 documents)
diff --git a/analysis_results/annual_production/annual_production_table.csv b/analysis_results/annual_production/annual_production_table.csv
@@ -0,0 +1,3 @@
+Year,Freq
+2024,999
+2025,1
diff --git a/analysis_results/annual_production/standardization_report.txt b/analysis_results/annual_production/standardization_report.txt
@@ -0,0 +1,31 @@
+Standardization Contract Report
+Rows: 1000
+Columns: 24
+Missing required columns: none
+Type errors: none
+
+Column types expected by the ETL contract:
+- DB: str (present)
+- UT: str (present)
+- DI: str (present)
+- PMID: str (present)
+- TI: str (present)
+- SO: str (present)
+- JI: str (present)
+- PY: str (present)
+- DT: str (present)
+- LA: str (present)
+- RP: str (present)
+- AB: str (present)
+- VL: str (present)
+- IS: str (present)
+- BP: str (present)
+- EP: str (present)
+- SR: str (present)
+- TC: int (present)
+- AU: list (present)
+- AF: list (present)
+- C1: list (present)
+- CR: list (present)
+- DE: list (present)
+- ID: list (present)
diff --git a/analysis_results/annual_production/standardized_dataframe.csv b/analysis_results/annual_production/standardized_dataframe.csv
diff --git a/analysis_results/average_citations/average_citations_plot.html b/analysis_results/average_citations/average_citations_plot.html
diff --git a/analysis_results/average_citations/average_citations_summary.txt b/analysis_results/average_citations/average_citations_summary.txt
@@ -0,0 +1,5 @@
+Average Citations Analysis
+Documents with valid year: 1000
+Year range: 2024-2025
+Highest mean citations/year: 2024 (0.01)
+Highest mean citations/article: 2024 (0.02)
diff --git a/analysis_results/average_citations/average_citations_table.csv b/analysis_results/average_citations/average_citations_table.csv
@@ -0,0 +1,3 @@
+Year,MeanTCperArt,N,MeanTCperYear,CitableYears
+2024,0.02,999,0.01,3
+2025,0.0,1,0.0,2
diff --git a/analysis_results/average_citations/standardization_report.txt b/analysis_results/average_citations/standardization_report.txt
@@ -0,0 +1,31 @@
+Standardization Contract Report
+Rows: 1000
+Columns: 24
+Missing required columns: none
+Type errors: none
+
+Column types expected by the ETL contract:
+- DB: str (present)
+- UT: str (present)
+- DI: str (present)
+- PMID: str (present)
+- TI: str (present)
+- SO: str (present)
+- JI: str (present)
+- PY: str (present)
+- DT: str (present)
+- LA: str (present)
+- RP: str (present)
+- AB: str (present)
+- VL: str (present)
+- IS: str (present)
+- BP: str (present)
+- EP: str (present)
+- SR: str (present)
+- TC: int (present)
+- AU: list (present)
+- AF: list (present)
+- C1: list (present)
+- CR: list (present)
+- DE: list (present)
+- ID: list (present)
diff --git a/analysis_results/average_citations/standardized_dataframe.csv b/analysis_results/average_citations/standardized_dataframe.csv
diff --git a/analysis_results/bradford_law/bradford_law_plot.html b/analysis_results/bradford_law/bradford_law_plot.html
diff --git a/analysis_results/bradford_law/bradford_law_summary.txt b/analysis_results/bradford_law/bradford_law_summary.txt
@@ -0,0 +1,10 @@
+Bradford Law Analysis
+Documents with valid source: 1000
+Unique sources: 183
+Core sources: 4
+Core documents: 332
+Core documents share: 33.2%
+Sources by zone:
+- Zone 1: 4 sources, 332 documents
+- Zone 2: 26 sources, 340 documents
+- Zone 3: 153 sources, 328 documents
diff --git a/analysis_results/bradford_law/bradford_law_table.csv b/analysis_results/bradford_law/bradford_law_table.csv
@@ -0,0 +1,184 @@
+SO,Rank,Freq,cumFreq,Zone
+BMC HEALTH SERVICES RESEA,1,129,129,Zone 1
+SCIENTIFIC REPORTS,2,78,207,Zone 1
+BMC PUBLIC HEALTH,3,69,276,Zone 1
+BMC MEDICAL EDUCATION,4,56,332,Zone 1
+BMC NURSING,5,38,370,Zone 2
+BMC PRIMARY CARE,6,25,395,Zone 2
+BMC INFECTIOUS DISEASES,7,21,416,Zone 2
+BMC GERIATRICS,8,19,435,Zone 2
+BMC PREGNANCY AND CHILDBI,9,16,451,Zone 2
+BMC WOMEN'S HEALTH,10,15,466,Zone 2
+BMC PSYCHIATRY,11,15,481,Zone 2
+TRIALS,12,15,496,Zone 2
+BMC MEDICAL INFORMATICS A,13,14,510,Zone 2
+ANTIMICROBIAL RESISTANCE ,14,12,522,Zone 2
+ORPHANET JOURNAL OF RARE ,15,11,533,Zone 2
+BMC PEDIATRICS,16,11,544,Zone 2
+INTERNATIONAL JOURNAL FOR,17,11,555,Zone 2
+CONFLICT AND HEALTH,18,11,566,Zone 2
+BMC MEDICAL ETHICS,19,11,577,Zone 2
+BMC PALLIATIVE CARE,20,11,588,Zone 2
+BMC EMERGENCY MEDICINE,21,10,598,Zone 2
+NPJ DIGITAL MEDICINE,22,10,608,Zone 2
+BMC CANCER,23,10,618,Zone 2
+IMPLEMENTATION SCIENCE CO,24,9,627,Zone 2
+HEALTH RESEARCH POLICY AN,25,9,636,Zone 2
+COST EFFECTIVENESS AND RE,26,8,644,Zone 2
+HUMANITIES AND SOCIAL SCI,27,7,651,Zone 2
+INTERNATIONAL JOURNAL OF ,28,7,658,Zone 2
+BMC MEDICINE,29,7,665,Zone 2
+ARCHIVES OF PUBLIC HEALTH,30,7,672,Zone 2
+BMC PSYCHOLOGY,31,7,679,Zone 3
+JOURNAL OF MEDICAL SYSTEM,32,6,685,Zone 3
+ISRAEL JOURNAL OF HEALTH ,33,6,691,Zone 3
+BMC ORAL HEALTH,34,5,696,Zone 3
+DIABETOLOGY AND METABOLIC,35,5,701,Zone 3
+DISCOVER ARTIFICIAL INTEL,36,5,706,Zone 3
+JOURNAL OF HEADACHE AND P,37,5,711,Zone 3
+ITALIAN JOURNAL OF PEDIAT,38,5,716,Zone 3
+BMC COMPLEMENTARY MEDICIN,39,5,721,Zone 3
+INTERNATIONAL BREASTFEEDI,40,5,726,Zone 3
+MALARIA JOURNAL,41,5,731,Zone 3
+PILOT AND FEASIBILITY STU,42,5,736,Zone 3
+CRITICAL CARE,43,5,741,Zone 3
+HEALTH ECONOMICS REVIEW,44,5,746,Zone 3
+BMC PULMONARY MEDICINE,45,5,751,Zone 3
+BMC NEUROLOGY,46,4,755,Zone 3
+ARCHIVES OF OSTEOPOROSIS,47,4,759,Zone 3
+BMC MICROBIOLOGY,48,4,763,Zone 3
+HUMAN RESOURCES FOR HEALT,49,4,767,Zone 3
+ENVIRONMENTAL HEALTH: A G,50,4,771,Zone 3
+ADVANCES IN SIMULATION,51,4,775,Zone 3
+REPRODUCTIVE HEALTH,52,4,779,Zone 3
+NATURE COMMUNICATIONS,53,4,783,Zone 3
+SYSTEMATIC REVIEWS,54,4,787,Zone 3
+ADDICTION SCIENCE AND CLI,55,4,791,Zone 3
+DISCOVER SOCIAL SCIENCE A,56,4,795,Zone 3
+HARM REDUCTION JOURNAL,57,4,799,Zone 3
+EUROPEAN JOURNAL OF MEDIC,58,3,802,Zone 3
+BMC NEPHROLOGY,59,3,805,Zone 3
+HEALTH AND JUSTICE,60,3,808,Zone 3
+COMPUTATIONAL AND STRUCTU,61,3,811,Zone 3
+CELL COMMUNICATION AND SI,62,3,814,Zone 3
+JOURNAL OF MEDICAL CASE R,63,3,817,Zone 3
+WORLD JOURNAL OF UROLOGY,64,3,820,Zone 3
+HEALTH IN EMERGENCIES AND,65,3,823,Zone 3
+PEC INNOVATION,66,3,826,Zone 3
+NETWORK MODELING ANALYSIS,67,3,829,Zone 3
+JOURNAL OF ROBOTIC SURGER,68,3,832,Zone 3
+CHIROPRACTIC AND MANUAL T,69,3,835,Zone 3
+IMPLEMENTATION SCIENCE,70,3,838,Zone 3
+JOURNAL OF PATIENT-REPORT,71,3,841,Zone 3
+CARDIOVASCULAR DIABETOLOG,72,3,844,Zone 3
+BMC MEDICAL GENOMICS,73,3,847,Zone 3
+JOURNAL OF TRANSLATIONAL ,74,3,850,Zone 3
+GLOBALIZATION AND HEALTH,75,3,853,Zone 3
+GENOME MEDICINE,76,3,856,Zone 3
+RESEARCH INVOLVEMENT AND ,77,3,859,Zone 3
+JOURNAL OF CLOUD COMPUTIN,78,2,861,Zone 3
+"JOURNAL OF ANESTHESIA, AN",79,2,863,Zone 3
+JOURNAL OF BIG DATA,80,2,865,Zone 3
+HEALTH POLICY OPEN,81,2,867,Zone 3
+HEALTH INFORMATION SCIENC,82,2,869,Zone 3
+DISCOVER NANO,83,2,871,Zone 3
+AGING CLINICAL AND EXPERI,84,2,873,Zone 3
+"PHILOSOPHY, ETHICS, AND H",85,2,875,Zone 3
+INTERNATIONAL JOURNAL OF ,86,2,877,Zone 3
+"BMC SPORTS SCIENCE, MEDIC",87,2,879,Zone 3
+JOURNAL OF NEUROENGINEERI,88,2,881,Zone 3
+AMERICAN JOURNAL OF DISAS,89,2,883,Zone 3
+TROPICAL MEDICINE AND HEA,90,2,885,Zone 3
+UROLITHIASIS,91,2,887,Zone 3
+BMC MUSCULOSKELETAL DISOR,92,2,889,Zone 3
+GLOBAL HEALTH RESEARCH AN,93,2,891,Zone 3
+BMC SURGERY,94,2,893,Zone 3
+BMC MEDICAL RESEARCH METH,95,2,895,Zone 3
+INTERNATIONAL JOURNAL OF ,96,2,897,Zone 3
+ANNALS OF GENERAL PSYCHIA,97,2,899,Zone 3
+PATIENT SAFETY IN SURGERY,98,2,901,Zone 3
+EPIDEMIOLOGY AND INFECTIO,99,2,903,Zone 3
+AIDS RESEARCH AND THERAPY,100,2,905,Zone 3
+BMC GENOMICS,101,2,907,Zone 3
+INFECTIOUS DISEASES OF PO,102,2,909,Zone 3
+JOURNAL OF NANOBIOTECHNOL,103,2,911,Zone 3
+REGENERATIVE THERAPY,104,2,913,Zone 3
+ALZHEIMER'S RESEARCH AND ,105,2,915,Zone 3
+NPJ FLEXIBLE ELECTRONICS,106,2,917,Zone 3
+LANGENBECK'S ARCHIVES OF ,107,2,919,Zone 3
+NUTRITION JOURNAL,108,2,921,Zone 3
+SOCIAL NETWORK ANALYSIS A,109,2,923,Zone 3
+COMMUNICATIONS MATERIALS,110,2,925,Zone 3
+"JOURNAL OF HEALTH, POPULA",111,2,927,Zone 3
+SCANDINAVIAN JOURNAL OF T,112,2,929,Zone 3
+PAKISTAN JOURNAL OF MEDIC,113,1,930,Zone 3
+HEREDITARY CANCER IN CLIN,114,1,931,Zone 3
+SUBSTANCE ABUSE: TREATMEN,115,1,932,Zone 3
+PUBLIC HEALTH GENOMICS,116,1,933,Zone 3
+GUIDELINES FOR NURSE PRAC,117,1,934,Zone 3
+ARTHROPLASTY,118,1,935,Zone 3
+EUROPEAN PSYCHIATRY,119,1,936,Zone 3
+ENVIRONMENTAL SCIENCES EU,120,1,937,Zone 3
+ACTA NEUROLOGICA TAIWANIC,121,1,938,Zone 3
+INTERNATIONAL JOURNAL OF ,122,1,939,Zone 3
+INTERNATIONAL JOURNAL OF ,123,1,940,Zone 3
+APPLIED MICROBIOLOGY AND ,124,1,941,Zone 3
+RENAL REPLACEMENT THERAPY,125,1,942,Zone 3
+MILITARY MEDICAL RESEARCH,126,1,943,Zone 3
+TECHNIQUES IN COLOPROCTOL,127,1,944,Zone 3
+BMC RESEARCH NOTES,128,1,945,Zone 3
+SPORTS MEDICINE - OPEN,129,1,946,Zone 3
+BIOLOGY OF SEX DIFFERENCE,130,1,947,Zone 3
+JOURNAL OF INTENSIVE CARE,131,1,948,Zone 3
+JOURNAL OF ORTHOPAEDIC SU,132,1,949,Zone 3
+COLLAGEN AND LEATHER,133,1,950,Zone 3
+BMC CARDIOVASCULAR DISORD,134,1,951,Zone 3
+INTERNATIONAL JOURNAL OF ,135,1,952,Zone 3
+INTERNATIONAL JOURNAL OF ,136,1,953,Zone 3
+BMC ENDOCRINE DISORDERS,137,1,954,Zone 3
+BMC NUTRITION,138,1,955,Zone 3
+JOURNAL OF PHARMACEUTICAL,139,1,956,Zone 3
+JOURNAL OF ADVANCED RESEA,140,1,957,Zone 3
+JOURNAL OF PHYSIOLOGICAL ,141,1,958,Zone 3
+JOURNAL OF PATHOLOGY INFO,142,1,959,Zone 3
+BMC GASTROENTEROLOGY,143,1,960,Zone 3
+JOURNAL OF THE EGYPTIAN P,144,1,961,Zone 3
+HUMAN GENOMICS,145,1,962,Zone 3
+AVICENNA JOURNAL OF NURSI,146,1,963,Zone 3
+ANNALS OF INTENSIVE CARE,147,1,964,Zone 3
+BMC OPHTHALMOLOGY,148,1,965,Zone 3
+WORLD JOURNAL OF SURGICAL,149,1,966,Zone 3
+SCHIZOPHRENIA,150,1,967,Zone 3
+MOLECULAR BRAIN,151,1,968,Zone 3
+NPJ AGING,152,1,969,Zone 3
+LASERS IN MEDICAL SCIENCE,153,1,970,Zone 3
+COMPARATIVE MIGRATION STU,154,1,971,Zone 3
+JOURNAL OF MAMMARY GLAND ,155,1,972,Zone 3
+CARBON RESOURCES CONVERSI,156,1,973,Zone 3
+KNEE SURGERY AND RELATED ,157,1,974,Zone 3
+RESPIRATORY RESEARCH,158,1,975,Zone 3
+"EURASIP JOURNAL ON AUDIO,",159,1,976,Zone 3
+POPULATION HEALTH METRICS,160,1,977,Zone 3
+JOURNAL OF CHIROPRACTIC H,161,1,978,Zone 3
+BENI-SUEF UNIVERSITY JOUR,162,1,979,Zone 3
+APPLIED BIOLOGICAL CHEMIS,163,1,980,Zone 3
+MOLECULAR BIOLOGY REPORTS,164,1,981,Zone 3
+JOURNAL OF CARDIOTHORACIC,165,1,982,Zone 3
+PEDIATRIC SURGERY INTERNA,166,1,983,Zone 3
+"ALLERGY, ASTHMA AND CLINI",167,1,984,Zone 3
+DISCOVER SUSTAINABILITY,168,1,985,Zone 3
+COMMUNICATIONS BIOLOGY,169,1,986,Zone 3
+EGYPTIAN JOURNAL OF OTOLA,170,1,987,Zone 3
+PEDIATRIC RHEUMATOLOGY,171,1,988,Zone 3
+LIPIDS IN HEALTH AND DISE,172,1,989,Zone 3
+CVIR ENDOVASCULAR,173,1,990,Zone 3
+SPINAL CORD SERIES AND CA,174,1,991,Zone 3
+BMC ANESTHESIOLOGY,175,1,992,Zone 3
+JOURNAL OF ETHNOBIOLOGY A,176,1,993,Zone 3
+NPJ MICROGRAVITY,177,1,994,Zone 3
+BMC BIOINFORMATICS,178,1,995,Zone 3
+INTERNATIONAL JOURNAL OF ,179,1,996,Zone 3
+EJNMMI PHYSICS,180,1,997,Zone 3
+DISCOVER ONCOLOGY,181,1,998,Zone 3
+BREAST CANCER RESEARCH,182,1,999,Zone 3
+EGYPTIAN HEART JOURNAL,183,1,1000,Zone 3
diff --git a/analysis_results/bradford_law/standardization_report.txt b/analysis_results/bradford_law/standardization_report.txt
@@ -0,0 +1,31 @@
+Standardization Contract Report
+Rows: 1000
+Columns: 24
+Missing required columns: none
+Type errors: none
+
+Column types expected by the ETL contract:
+- DB: str (present)
+- UT: str (present)
+- DI: str (present)
+- PMID: str (present)
+- TI: str (present)
+- SO: str (present)
+- JI: str (present)
+- PY: str (present)
+- DT: str (present)
+- LA: str (present)
+- RP: str (present)
+- AB: str (present)
+- VL: str (present)
+- IS: str (present)
+- BP: str (present)
+- EP: str (present)
+- SR: str (present)
+- TC: int (present)
+- AU: list (present)
+- AF: list (present)
+- C1: list (present)
+- CR: list (present)
+- DE: list (present)
+- ID: list (present)
diff --git a/analysis_results/bradford_law/standardized_dataframe.csv b/analysis_results/bradford_law/standardized_dataframe.csv
diff --git a/analysis_results/cited_documents/cited_documents_plot.html b/analysis_results/cited_documents/cited_documents_plot.html
diff --git a/analysis_results/cited_documents/cited_documents_summary.txt b/analysis_results/cited_documents/cited_documents_summary.txt
@@ -0,0 +1,8 @@
+Cited Documents Analysis
+Unique documents: 997
+Documents with citations: 22
+Total citations: 22
+Ranking metric: Total Citations
+Top document: D’Souza K., 2024, Human Resources for Health
+Top document Total Citations: 1
+Top 10 documents total citations: 10