Leading Causes of Death in NYC (Armenoush Aslanian-persico)

library(dplyr)
library(knitr)

options(dplyr.width = Inf)
df <- read.csv("New_York_City_Leading_Causes_of_Death.csv", header=TRUE, sep=",")

kable(head(df))
Year Ethnicity Sex Cause.of.Death Count Percent
2010 NON-HISPANIC BLACK MALE HUMAN IMMUNODEFICIENCY VIRUS DISEASE 297 5
2010 NON-HISPANIC BLACK MALE INFLUENZA AND PNEUMONIA 201 3
2010 NON-HISPANIC BLACK MALE INTENTIONAL SELF-HARM (SUICIDE) 64 1
2010 NON-HISPANIC BLACK MALE MALIGNANT NEOPLASMS 1540 23
2010 NON-HISPANIC BLACK MALE MENTAL DISORDERS DUE TO USE OF ALCOHOL 50 1
2010 NON-HISPANIC BLACK MALE NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 70 1

Analysis:

1. Show the leading causes of death each year for men and women.

df1 <- df %>% subset(select = c(Sex,Year,Cause.of.Death,Count)) %>% 
  group_by(Sex,Year) %>%
  filter(Count == max(Count)) %>% distinct(Sex,Year,Cause.of.Death,Count)

kable(df1)
Sex Year Cause.of.Death Count
FEMALE 2010 DISEASES OF HEART 5351
MALE 2010 DISEASES OF HEART 4495
FEMALE 2011 DISEASES OF HEART 5016
MALE 2011 DISEASES OF HEART 4220
FEMALE 2007 DISEASES OF HEART 7050
MALE 2007 DISEASES OF HEART 5632
FEMALE 2008 DISEASES OF HEART 6836
MALE 2008 DISEASES OF HEART 5503
FEMALE 2009 DISEASES OF HEART 6297
MALE 2009 DISEASES OF HEART 5168

2. Show the leading causes of death each year for each ethnic group.

df2 <- df %>% subset(select = c(Ethnicity,Year,Cause.of.Death,Count)) %>% 
  group_by(Ethnicity,Year) %>%
  filter(Count == max(Count)) %>% distinct(Ethnicity,Year,Cause.of.Death,Count)

kable(df2)
Ethnicity Year Cause.of.Death Count
NON-HISPANIC WHITE 2010 DISEASES OF HEART 5351
ASIAN & PACIFIC ISLANDER 2011 MALIGNANT NEOPLASMS 550
HISPANIC 2011 DISEASES OF HEART 1348
NON-HISPANIC BLACK 2011 DISEASES OF HEART 2243
NON-HISPANIC WHITE 2011 DISEASES OF HEART 5016
ASIAN & PACIFIC ISLANDER 2007 MALIGNANT NEOPLASMS 528
HISPANIC 2007 DISEASES OF HEART 1418
NON-HISPANIC BLACK 2007 DISEASES OF HEART 2722
NON-HISPANIC WHITE 2007 DISEASES OF HEART 7050
ASIAN & PACIFIC ISLANDER 2008 DISEASES OF HEART 546
HISPANIC 2008 DISEASES OF HEART 1445
NON-HISPANIC BLACK 2008 DISEASES OF HEART 2725
NON-HISPANIC WHITE 2008 DISEASES OF HEART 6836
ASIAN & PACIFIC ISLANDER 2009 DISEASES OF HEART 555
HISPANIC 2009 DISEASES OF HEART 1382
NON-HISPANIC BLACK 2009 DISEASES OF HEART 2535
NON-HISPANIC WHITE 2009 DISEASES OF HEART 6297
ASIAN & PACIFIC ISLANDER 2010 MALIGNANT NEOPLASMS 527
HISPANIC 2010 DISEASES OF HEART 1355
NON-HISPANIC BLACK 2010 DISEASES OF HEART 2282

3. Calculate which cause of death has declined the most and which has increased the most in the years given.

df_3 <- df %>% subset(select = c(Year,Cause.of.Death,Count)) %>%
  group_by(Year, Cause.of.Death, the_min = min(Count), the_max = max(Count), the_diff = (the_max - the_min)) %>% count(Year, Cause.of.Death, max(the_diff))

kable(df_3)
Year Cause.of.Death max(the_diff) n
2007 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2007 ALZHEIMERS DISEASE 7045 21
2007 ANEMIAS 7045 6
2007 AORTIC ANEURYSM AND DISSECTION 7045 24
2007 ASSAULT (HOMICIDE) 7045 21
2007 ATHEROSCLEROSIS 7045 21
2007 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2007 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 18
2007 CEREBROVASCULAR DISEASE 7045 24
2007 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2007 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2007 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2007 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 21
2007 DIABETES MELLITUS 7045 24
2007 DISEASES OF HEART 7045 24
2007 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2007 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2007 INFLUENZA AND PNEUMONIA 7045 24
2007 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2007 MALIGNANT NEOPLASMS 7045 24
2007 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 15
2007 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2007 PARKINSONS DISEASE 7045 12
2007 PEPTIC ULCER 7045 15
2007 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2007 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 21
2007 RESPIRATORY DISTRESS OF NEWBORN 7045 3
2007 SEPTICEMIA 7045 21
2007 SHORT GESTATION/LBW 7045 18
2007 VIRAL HEPATITIS 7045 24
2008 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2008 ALZHEIMERS DISEASE 7045 18
2008 ANEMIAS 7045 6
2008 AORTIC ANEURYSM AND DISSECTION 7045 18
2008 ASSAULT (HOMICIDE) 7045 18
2008 ATHEROSCLEROSIS 7045 18
2008 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2008 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 9
2008 CEREBROVASCULAR DISEASE 7045 24
2008 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2008 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2008 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2008 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2008 DIABETES MELLITUS 7045 24
2008 DISEASES OF HEART 7045 24
2008 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2008 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 21
2008 INFLUENZA AND PNEUMONIA 7045 24
2008 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2008 MALIGNANT NEOPLASMS 7045 24
2008 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2008 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2008 PARKINSONS DISEASE 7045 15
2008 PEPTIC ULCER 7045 12
2008 PNEUMONITIS DUE TO SOLIDS AND LIQUIDS 7045 3
2008 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 9
2008 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2008 RESPIRATORY DISTRESS OF NEWBORN 7045 3
2008 SEPTICEMIA 7045 24
2008 SHORT GESTATION/LBW 7045 18
2008 VIRAL HEPATITIS 7045 24
2009 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2009 ALZHEIMERS DISEASE 7045 24
2009 ANEMIAS 7045 6
2009 AORTIC ANEURYSM AND DISSECTION 7045 21
2009 ASSAULT (HOMICIDE) 7045 24
2009 ATHEROSCLEROSIS 7045 21
2009 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2009 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2009 CEREBROVASCULAR DISEASE 7045 24
2009 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 3
2009 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2009 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2009 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2009 DIABETES MELLITUS 7045 24
2009 DISEASES OF HEART 7045 24
2009 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2009 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2009 INFLUENZA AND PNEUMONIA 7045 24
2009 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2009 MALIGNANT NEOPLASMS 7045 24
2009 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2009 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2009 PARKINSONS DISEASE 7045 15
2009 PEPTIC ULCER 7045 12
2009 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2009 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2009 SEPTICEMIA 7045 21
2009 SHORT GESTATION/LBW 7045 15
2009 VIRAL HEPATITIS 7045 24
2010 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2010 ALZHEIMERS DISEASE 7045 24
2010 ANEMIAS 7045 9
2010 AORTIC ANEURYSM AND DISSECTION 7045 18
2010 ASSAULT (HOMICIDE) 7045 21
2010 ATHEROSCLEROSIS 7045 21
2010 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2010 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2010 CEREBROVASCULAR DISEASE 7045 24
2010 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 9
2010 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2010 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2010 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2010 DIABETES MELLITUS 7045 24
2010 DISEASES OF HEART 7045 24
2010 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2010 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2010 INFLUENZA AND PNEUMONIA 7045 24
2010 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2010 MALIGNANT NEOPLASMS 7045 24
2010 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 15
2010 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2010 PARKINSONS DISEASE 7045 15
2010 PEPTIC ULCER 7045 15
2010 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2010 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2010 SEPTICEMIA 7045 24
2010 SHORT GESTATION/LBW 7045 21
2010 TUBERCULOSIS 7045 3
2010 VIRAL HEPATITIS 7045 24
2011 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2011 ALZHEIMERS DISEASE 7045 24
2011 ANEMIAS 7045 15
2011 AORTIC ANEURYSM AND DISSECTION 7045 21
2011 ASSAULT (HOMICIDE) 7045 24
2011 ATHEROSCLEROSIS 7045 18
2011 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2011 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2011 CEREBROVASCULAR DISEASE 7045 24
2011 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2011 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2011 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2011 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2011 DIABETES MELLITUS 7045 24
2011 DISEASES OF HEART 7045 24
2011 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2011 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2011 INFLUENZA AND PNEUMONIA 7045 24
2011 INTENTIONAL SELF-HARM (SUICIDE) 7045 21
2011 MALIGNANT NEOPLASMS 7045 24
2011 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2011 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2011 PARKINSONS DISEASE 7045 18
2011 PEPTIC ULCER 7045 15
2011 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2011 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 21
2011 SEPTICEMIA 7045 24
2011 SHORT GESTATION/LBW 7045 18
2011 TUBERCULOSIS 7045 3
2011 VIRAL HEPATITIS 7045 24

4. Calculate which cause of death has remained stable over the years given.

df_4 <- df %>% subset(select = c(Year,Cause.of.Death,Count)) %>%
  group_by(Year, Cause.of.Death, the_min = min(Count), the_max = max(Count), the_diff = (the_max - the_min)) %>% count(Year, Cause.of.Death, min(the_diff))

kable(df_4)
Year Cause.of.Death min(the_diff) n
2007 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2007 ALZHEIMERS DISEASE 7045 21
2007 ANEMIAS 7045 6
2007 AORTIC ANEURYSM AND DISSECTION 7045 24
2007 ASSAULT (HOMICIDE) 7045 21
2007 ATHEROSCLEROSIS 7045 21
2007 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2007 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 18
2007 CEREBROVASCULAR DISEASE 7045 24
2007 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2007 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2007 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2007 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 21
2007 DIABETES MELLITUS 7045 24
2007 DISEASES OF HEART 7045 24
2007 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2007 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2007 INFLUENZA AND PNEUMONIA 7045 24
2007 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2007 MALIGNANT NEOPLASMS 7045 24
2007 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 15
2007 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2007 PARKINSONS DISEASE 7045 12
2007 PEPTIC ULCER 7045 15
2007 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2007 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 21
2007 RESPIRATORY DISTRESS OF NEWBORN 7045 3
2007 SEPTICEMIA 7045 21
2007 SHORT GESTATION/LBW 7045 18
2007 VIRAL HEPATITIS 7045 24
2008 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2008 ALZHEIMERS DISEASE 7045 18
2008 ANEMIAS 7045 6
2008 AORTIC ANEURYSM AND DISSECTION 7045 18
2008 ASSAULT (HOMICIDE) 7045 18
2008 ATHEROSCLEROSIS 7045 18
2008 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2008 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 9
2008 CEREBROVASCULAR DISEASE 7045 24
2008 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2008 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2008 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2008 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2008 DIABETES MELLITUS 7045 24
2008 DISEASES OF HEART 7045 24
2008 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2008 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 21
2008 INFLUENZA AND PNEUMONIA 7045 24
2008 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2008 MALIGNANT NEOPLASMS 7045 24
2008 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2008 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2008 PARKINSONS DISEASE 7045 15
2008 PEPTIC ULCER 7045 12
2008 PNEUMONITIS DUE TO SOLIDS AND LIQUIDS 7045 3
2008 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 9
2008 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2008 RESPIRATORY DISTRESS OF NEWBORN 7045 3
2008 SEPTICEMIA 7045 24
2008 SHORT GESTATION/LBW 7045 18
2008 VIRAL HEPATITIS 7045 24
2009 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2009 ALZHEIMERS DISEASE 7045 24
2009 ANEMIAS 7045 6
2009 AORTIC ANEURYSM AND DISSECTION 7045 21
2009 ASSAULT (HOMICIDE) 7045 24
2009 ATHEROSCLEROSIS 7045 21
2009 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2009 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2009 CEREBROVASCULAR DISEASE 7045 24
2009 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 3
2009 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2009 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2009 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2009 DIABETES MELLITUS 7045 24
2009 DISEASES OF HEART 7045 24
2009 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2009 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2009 INFLUENZA AND PNEUMONIA 7045 24
2009 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2009 MALIGNANT NEOPLASMS 7045 24
2009 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2009 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2009 PARKINSONS DISEASE 7045 15
2009 PEPTIC ULCER 7045 12
2009 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2009 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2009 SEPTICEMIA 7045 21
2009 SHORT GESTATION/LBW 7045 15
2009 VIRAL HEPATITIS 7045 24
2010 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2010 ALZHEIMERS DISEASE 7045 24
2010 ANEMIAS 7045 9
2010 AORTIC ANEURYSM AND DISSECTION 7045 18
2010 ASSAULT (HOMICIDE) 7045 21
2010 ATHEROSCLEROSIS 7045 21
2010 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2010 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2010 CEREBROVASCULAR DISEASE 7045 24
2010 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 9
2010 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2010 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2010 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2010 DIABETES MELLITUS 7045 24
2010 DISEASES OF HEART 7045 24
2010 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2010 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2010 INFLUENZA AND PNEUMONIA 7045 24
2010 INTENTIONAL SELF-HARM (SUICIDE) 7045 24
2010 MALIGNANT NEOPLASMS 7045 24
2010 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 15
2010 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2010 PARKINSONS DISEASE 7045 15
2010 PEPTIC ULCER 7045 15
2010 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2010 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 18
2010 SEPTICEMIA 7045 24
2010 SHORT GESTATION/LBW 7045 21
2010 TUBERCULOSIS 7045 3
2010 VIRAL HEPATITIS 7045 24
2011 ACCIDENTS EXCEPT DRUG POISONING 7045 24
2011 ALZHEIMERS DISEASE 7045 24
2011 ANEMIAS 7045 15
2011 AORTIC ANEURYSM AND DISSECTION 7045 21
2011 ASSAULT (HOMICIDE) 7045 24
2011 ATHEROSCLEROSIS 7045 18
2011 BENIGN AND UNCERTAIN NEOPLASMS 7045 24
2011 CARDIOVASCULAR DISORDERS IN PERINATAL PERIOD 7045 6
2011 CEREBROVASCULAR DISEASE 7045 24
2011 CHOLELITHIASIS AND DISORDERS OF GALLBLADDER 7045 6
2011 CHRONIC LIVER DISEASE AND CIRRHOSIS 7045 24
2011 CHRONIC LOWER RESPIRATORY DISEASES 7045 24
2011 CONGENITAL MALFORMATIONS,DEFORMATIONS 7045 24
2011 DIABETES MELLITUS 7045 24
2011 DISEASES OF HEART 7045 24
2011 ESSENTIAL HYPERTENSION AND RENAL DISEASES 7045 24
2011 HUMAN IMMUNODEFICIENCY VIRUS DISEASE 7045 18
2011 INFLUENZA AND PNEUMONIA 7045 24
2011 INTENTIONAL SELF-HARM (SUICIDE) 7045 21
2011 MALIGNANT NEOPLASMS 7045 24
2011 MENTAL DISORDERS DUE TO USE OF ALCOHOL 7045 18
2011 NEPHRITIS, NEPHROTIC SYNDROME AND NEPHROSIS 7045 24
2011 PARKINSONS DISEASE 7045 18
2011 PEPTIC ULCER 7045 15
2011 PREGNANCY, CHILDBIRTH AND THE PUERPERIUM 7045 6
2011 PSYCH. SUBSTANCE USE & ACCIDENTAL DRUG POISONING 7045 21
2011 SEPTICEMIA 7045 24
2011 SHORT GESTATION/LBW 7045 18
2011 TUBERCULOSIS 7045 3
2011 VIRAL HEPATITIS 7045 24