final project
Stephenie Lin
2023-11-28
library(mosaic)## Registered S3 method overwritten by 'mosaic':
## method from
## fortify.SpatialPolygonsDataFrame ggplot2##
## The 'mosaic' package masks several functions from core packages in order to add
## additional features. The original behavior of these functions should not be affected by this.##
## Attaching package: 'mosaic'## The following objects are masked from 'package:dplyr':
##
## count, do, tally## The following object is masked from 'package:Matrix':
##
## mean## The following object is masked from 'package:ggplot2':
##
## stat## The following objects are masked from 'package:stats':
##
## binom.test, cor, cor.test, cov, fivenum, IQR, median, prop.test,
## quantile, sd, t.test, var## The following objects are masked from 'package:base':
##
## max, mean, min, prod, range, sample, sumlibrary(dplyr)
library(ggplot2)death_data <- read.csv("New_York_City_Leading_Causes_of_Death_20231127.csv")
death_data## Year
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## 1421 2015
## 1422 2015
## 1423 2015
## 1424 2015
## 1425 2015
## 1426 2015
## 1427 2015
## 1428 2015
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## 1478 2015
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## 1480 2015
## 1481 2015
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## 1483 2015
## 1484 2015
## 1485 2015
## 1486 2015
## 1487 2015
## 1488 2016
## 1489 2015
## 1490 2015
## 1491 2015
## 1492 2015
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## 1494 2015
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## 1496 2015
## 1497 2015
## 1498 2015
## 1499 2015
## 1500 2015
## 1501 2015
## 1502 2015
## 1503 2015
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## 1505 2015
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## 1510 2015
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## 1514 2015
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## 1516 2015
## 1517 2015
## 1518 2015
## 1519 2015
## 1520 2015
## 1521 2015
## 1522 2015
## 1523 2015
## 1524 2016
## 1525 2016
## 1526 2016
## 1527 2016
## 1528 2016
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## 1530 2016
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## 1539 2016
## 1540 2016
## 1541 2016
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## 1543 2016
## 1544 2016
## 1545 2016
## 1546 2016
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## 1560 2016
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## 1563 2016
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## 1568 2016
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## 1600 2016
## 1601 2016
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## 1610 2016
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## 1620 2016
## 1621 2016
## 1622 2016
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## 1625 2016
## 1626 2016
## 1627 2016
## 1628 2016
## 1629 2016
## 1630 2016
## 1631 2016
## 1632 2017
## 1633 2016
## 1634 2016
## 1635 2016
## 1636 2016
## 1637 2016
## 1638 2016
## 1639 2016
## 1640 2016
## 1641 2016
## 1642 2016
## 1643 2016
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## 1645 2016
## 1646 2016
## 1647 2016
## 1648 2016
## 1649 2016
## 1650 2016
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## 1660 2016
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## 1663 2016
## 1664 2016
## 1665 2016
## 1666 2016
## 1667 2016
## 1668 2016
## 1669 2017
## 1670 2017
## 1671 2017
## 1672 2017
## 1673 2017
## 1674 2017
## 1675 2017
## 1676 2017
## 1677 2017
## 1678 2017
## 1679 2017
## 1680 2017
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## 1684 2017
## 1685 2017
## 1686 2017
## 1687 2017
## 1688 2017
## 1689 2017
## 1690 2017
## 1691 2017
## 1692 2017
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## 1696 2017
## 1697 2017
## 1698 2017
## 1699 2017
## 1700 2017
## 1701 2017
## 1702 2017
## 1703 2017
## 1704 2017
## 1705 2017
## 1706 2017
## 1707 2017
## 1708 2017
## 1709 2017
## 1710 2017
## 1711 2017
## 1712 2017
## 1713 2017
## 1714 2017
## 1715 2017
## 1716 2017
## 1717 2017
## 1718 2017
## 1719 2017
## 1720 2017
## 1721 2017
## 1722 2017
## 1723 2017
## 1724 2017
## 1725 2017
## 1726 2017
## 1727 2017
## 1728 2017
## 1729 2017
## 1730 2017
## 1731 2017
## 1732 2017
## 1733 2017
## 1734 2017
## 1735 2017
## 1736 2017
## 1737 2017
## 1738 2017
## 1739 2017
## 1740 2017
## 1741 2017
## 1742 2017
## 1743 2017
## 1744 2017
## 1745 2017
## 1746 2017
## 1747 2017
## 1748 2017
## 1749 2017
## 1750 2017
## 1751 2017
## 1752 2017
## 1753 2017
## 1754 2017
## 1755 2017
## 1756 2017
## 1757 2017
## 1758 2017
## 1759 2017
## 1760 2017
## 1761 2017
## 1762 2017
## 1763 2017
## 1764 2017
## 1765 2017
## 1766 2017
## 1767 2017
## 1768 2017
## 1769 2017
## 1770 2017
## 1771 2017
## 1772 2017
## 1773 2017
## 1774 2017
## 1775 2017
## 1776 2017
## 1777 2017
## 1778 2017
## 1779 2017
## 1780 2017
## 1781 2017
## 1782 2017
## 1783 2017
## 1784 2017
## 1785 2017
## 1786 2017
## 1787 2017
## 1788 2017
## 1789 2017
## 1790 2017
## 1791 2017
## 1792 2017
## 1793 2017
## 1794 2017
## 1795 2017
## 1796 2017
## 1797 2017
## 1798 2017
## 1799 2017
## 1800 2017
## 1801 2017
## 1802 2017
## 1803 2017
## Leading.Cause
## 1 Chronic Lower Respiratory Diseases (J40-J47)
## 2 Malignant Neoplasms (Cancer: C00-C97)
## 3 Chronic Liver Disease and Cirrhosis (K70, K73)
## 4 Malignant Neoplasms (Cancer: C00-C97)
## 5 Certain Conditions originating in the Perinatal Period (P00-P96)
## 6 Influenza (Flu) and Pneumonia (J09-J18)
## 7 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 8 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 9 Essential Hypertension and Renal Diseases (I10, I12)
## 10 Chronic Liver Disease and Cirrhosis (K70, K73)
## 11 Chronic Lower Respiratory Diseases (J40-J47)
## 12 Cerebrovascular Disease (Stroke: I60-I69)
## 13 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 14 Chronic Lower Respiratory Diseases (J40-J47)
## 15 All Other Causes
## 16 All Other Causes
## 17 Cerebrovascular Disease (Stroke: I60-I69)
## 18 Cerebrovascular Disease (Stroke: I60-I69)
## 19 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 20 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 21 Influenza (Flu) and Pneumonia (J09-J18)
## 22 Essential Hypertension and Renal Diseases (I10, I12)
## 23 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 24 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 25 Assault (Homicide: Y87.1, X85-Y09)
## 26 Essential Hypertension and Renal Diseases (I10, I12)
## 27 Influenza (Flu) and Pneumonia (J09-J18)
## 28 Aortic Aneurysm and Dissection (I71)
## 29 Influenza (Flu) and Pneumonia (J09-J18)
## 30 Diabetes Mellitus (E10-E14)
## 31 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 32 Septicemia (A40-A41)
## 33 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 34 Diabetes Mellitus (E10-E14)
## 35 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 36 Malignant Neoplasms (Cancer: C00-C97)
## 37 Cerebrovascular Disease (Stroke: I60-I69)
## 38 Influenza (Flu) and Pneumonia (J09-J18)
## 39 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 40 Cerebrovascular Disease (Stroke: I60-I69)
## 41 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 42 Certain Conditions originating in the Perinatal Period (P00-P96)
## 43 Cerebrovascular Disease (Stroke: I60-I69)
## 44 Assault (Homicide: Y87.1, X85-Y09)
## 45 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 46 Viral Hepatitis (B15-B19)
## 47 Cerebrovascular Disease (Stroke: I60-I69)
## 48 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 49 Essential Hypertension and Renal Diseases (I10, I12)
## 50 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 51 Diabetes Mellitus (E10-E14)
## 52 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 53 Certain Conditions originating in the Perinatal Period (P00-P96)
## 54 Influenza (Flu) and Pneumonia (J09-J18)
## 55 Influenza (Flu) and Pneumonia (J09-J18)
## 56 Certain Conditions originating in the Perinatal Period (P00-P96)
## 57 Influenza (Flu) and Pneumonia (J09-J18)
## 58 All Other Causes
## 59 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 60 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 61 Chronic Lower Respiratory Diseases (J40-J47)
## 62 Chronic Lower Respiratory Diseases (J40-J47)
## 63 Chronic Lower Respiratory Diseases (J40-J47)
## 64 Septicemia (A40-A41)
## 65 Malignant Neoplasms (Cancer: C00-C97)
## 66 Influenza (Flu) and Pneumonia (J09-J18)
## 67 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 68 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 69 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 70 Cerebrovascular Disease (Stroke: I60-I69)
## 71 Influenza (Flu) and Pneumonia (J09-J18)
## 72 Chronic Lower Respiratory Diseases (J40-J47)
## 73 Diabetes Mellitus (E10-E14)
## 74 All Other Causes
## 75 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 76 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 77 Diabetes Mellitus (E10-E14)
## 78 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 79 Cerebrovascular Disease (Stroke: I60-I69)
## 80 Diabetes Mellitus (E10-E14)
## 81 Diabetes Mellitus (E10-E14)
## 82 Diabetes Mellitus (E10-E14)
## 83 Cerebrovascular Disease (Stroke: I60-I69)
## 84 Certain Conditions originating in the Perinatal Period (P00-P96)
## 85 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 86 All Other Causes
## 87 Chronic Liver Disease and Cirrhosis (K70, K73)
## 88 Chronic Lower Respiratory Diseases (J40-J47)
## 89 Tuberculosis (A16-A19)
## 90 Certain Conditions originating in the Perinatal Period (P00-P96)
## 91 Chronic Lower Respiratory Diseases (J40-J47)
## 92 Cerebrovascular Disease (Stroke: I60-I69)
## 93 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 94 Malignant Neoplasms (Cancer: C00-C97)
## 95 Essential Hypertension and Renal Diseases (I10, I12)
## 96 Cerebrovascular Disease (Stroke: I60-I69)
## 97 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 98 Malignant Neoplasms (Cancer: C00-C97)
## 99 Diabetes Mellitus (E10-E14)
## 100 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 101 Certain Conditions originating in the Perinatal Period (P00-P96)
## 102 Chronic Lower Respiratory Diseases (J40-J47)
## 103 Septicemia (A40-A41)
## 104 Essential Hypertension and Renal Diseases (I10, I12)
## 105 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 106 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 107 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 108 Chronic Lower Respiratory Diseases (J40-J47)
## 109 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 110 Influenza (Flu) and Pneumonia (J09-J18)
## 111 Diabetes Mellitus (E10-E14)
## 112 Influenza (Flu) and Pneumonia (J09-J18)
## 113 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 114 Malignant Neoplasms (Cancer: C00-C97)
## 115 Cerebrovascular Disease (Stroke: I60-I69)
## 116 Aortic Aneurysm and Dissection (I71)
## 117 Diabetes Mellitus (E10-E14)
## 118 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 119 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 120 Cerebrovascular Disease (Stroke: I60-I69)
## 121 Chronic Lower Respiratory Diseases (J40-J47)
## 122 Diabetes Mellitus (E10-E14)
## 123 Diabetes Mellitus (E10-E14)
## 124 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 125 All Other Causes
## 126 Diabetes Mellitus (E10-E14)
## 127 Influenza (Flu) and Pneumonia (J09-J18)
## 128 Essential Hypertension and Renal Diseases (I10, I12)
## 129 All Other Causes
## 130 Alzheimer's Disease (G30)
## 131 All Other Causes
## 132 Essential Hypertension and Renal Diseases (I10, I12)
## 133 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 134 Chronic Liver Disease and Cirrhosis (K70, K73)
## 135 Malignant Neoplasms (Cancer: C00-C97)
## 136 All Other Causes
## 137 Certain Conditions originating in the Perinatal Period (P00-P96)
## 138 Cerebrovascular Disease (Stroke: I60-I69)
## 139 Malignant Neoplasms (Cancer: C00-C97)
## 140 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 141 Malignant Neoplasms (Cancer: C00-C97)
## 142 Cerebrovascular Disease (Stroke: I60-I69)
## 143 Cerebrovascular Disease (Stroke: I60-I69)
## 144 Assault (Homicide: Y87.1, X85-Y09)
## 145 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 146 All Other Causes
## 147 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 148 Insitu or Benign / Uncertain Neoplasms (D00-D48)
## 149 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 150 Chronic Lower Respiratory Diseases (J40-J47)
## 151 Cerebrovascular Disease (Stroke: I60-I69)
## 152 Malignant Neoplasms (Cancer: C00-C97)
## 153 Influenza (Flu) and Pneumonia (J09-J18)
## 154 Chronic Lower Respiratory Diseases (J40-J47)
## 155 Influenza (Flu) and Pneumonia (J09-J18)
## 156 Diabetes Mellitus (E10-E14)
## 157 Influenza (Flu) and Pneumonia (J09-J18)
## 158 Cerebrovascular Disease (Stroke: I60-I69)
## 159 Certain Conditions originating in the Perinatal Period (P00-P96)
## 160 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 161 Chronic Lower Respiratory Diseases (J40-J47)
## 162 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 163 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 164 Certain Conditions originating in the Perinatal Period (P00-P96)
## 165 Diabetes Mellitus (E10-E14)
## 166 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 167 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 168 Malignant Neoplasms (Cancer: C00-C97)
## 169 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 170 Influenza (Flu) and Pneumonia (J09-J18)
## 171 Assault (Homicide: Y87.1, X85-Y09)
## 172 Alzheimer's Disease (G30)
## 173 Chronic Lower Respiratory Diseases (J40-J47)
## 174 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 175 All Other Causes
## 176 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 177 Diabetes Mellitus (E10-E14)
## 178 Essential Hypertension and Renal Diseases (I10, I12)
## 179 Influenza (Flu) and Pneumonia (J09-J18)
## 180 All Other Causes
## 181 All Other Causes
## 182 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 183 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 184 Chronic Lower Respiratory Diseases (J40-J47)
## 185 All Other Causes
## 186 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 187 Malignant Neoplasms (Cancer: C00-C97)
## 188 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 189 All Other Causes
## 190 Certain Conditions originating in the Perinatal Period (P00-P96)
## 191 All Other Causes
## 192 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 193 Essential Hypertension and Renal Diseases (I10, I12)
## 194 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 195 Chronic Lower Respiratory Diseases (J40-J47)
## 196 Diabetes Mellitus (E10-E14)
## 197 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 198 Diabetes Mellitus (E10-E14)
## 199 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 200 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 201 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 202 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 203 Influenza (Flu) and Pneumonia (J09-J18)
## 204 All Other Causes
## 205 Essential Hypertension and Renal Diseases (I10, I12)
## 206 Septicemia (A40-A41)
## 207 Insitu or Benign / Uncertain Neoplasms (D00-D48)
## 208 Cerebrovascular Disease (Stroke: I60-I69)
## 209 Influenza (Flu) and Pneumonia (J09-J18)
## 210 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 211 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 212 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 213 Alzheimer's Disease (G30)
## 214 Chronic Liver Disease and Cirrhosis (K70, K73)
## 215 Influenza (Flu) and Pneumonia (J09-J18)
## 216 Cerebrovascular Disease (Stroke: I60-I69)
## 217 Influenza (Flu) and Pneumonia (J09-J18)
## 218 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 219 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 220 Chronic Lower Respiratory Diseases (J40-J47)
## 221 Alzheimer's Disease (G30)
## 222 Diabetes Mellitus (E10-E14)
## 223 Cerebrovascular Disease (Stroke: I60-I69)
## 224 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 225 Diabetes Mellitus (E10-E14)
## 226 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 227 All Other Causes
## 228 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 229 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 230 Malignant Neoplasms (Cancer: C00-C97)
## 231 Essential Hypertension and Renal Diseases (I10, I12)
## 232 Chronic Lower Respiratory Diseases (J40-J47)
## 233 Essential Hypertension and Renal Diseases (I10, I12)
## 234 Chronic Liver Disease and Cirrhosis (K70, K73)
## 235 Influenza (Flu) and Pneumonia (J09-J18)
## 236 Cerebrovascular Disease (Stroke: I60-I69)
## 237 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 238 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 239 All Other Causes
## 240 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 241 Aortic Aneurysm and Dissection (I71)
## 242 Influenza (Flu) and Pneumonia (J09-J18)
## 243 Chronic Lower Respiratory Diseases (J40-J47)
## 244 All Other Causes
## 245 Chronic Lower Respiratory Diseases (J40-J47)
## 246 Malignant Neoplasms (Cancer: C00-C97)
## 247 Chronic Lower Respiratory Diseases (J40-J47)
## 248 Alzheimer's Disease (G30)
## 249 Chronic Lower Respiratory Diseases (J40-J47)
## 250 Malignant Neoplasms (Cancer: C00-C97)
## 251 Cerebrovascular Disease (Stroke: I60-I69)
## 252 Assault (Homicide: Y87.1, X85-Y09)
## 253 Assault (Homicide: Y87.1, X85-Y09)
## 254 Cerebrovascular Disease (Stroke: I60-I69)
## 255 Diabetes Mellitus (E10-E14)
## 256 Essential Hypertension and Renal Diseases (I10, I12)
## 257 Chronic Lower Respiratory Diseases (J40-J47)
## 258 Essential Hypertension and Renal Diseases (I10, I12)
## 259 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 260 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 261 Diabetes Mellitus (E10-E14)
## 262 All Other Causes
## 263 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 264 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 265 Malignant Neoplasms (Cancer: C00-C97)
## 266 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 267 Chronic Liver Disease and Cirrhosis (K70, K73)
## 268 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 269 Diabetes Mellitus (E10-E14)
## 270 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 271 Essential Hypertension and Renal Diseases (I10, I12)
## 272 All Other Causes
## 273 Influenza (Flu) and Pneumonia (J09-J18)
## 274 Septicemia (A40-A41)
## 275 All Other Causes
## 276 Malignant Neoplasms (Cancer: C00-C97)
## 277 Cerebrovascular Disease (Stroke: I60-I69)
## 278 Cerebrovascular Disease (Stroke: I60-I69)
## 279 Influenza (Flu) and Pneumonia (J09-J18)
## 280 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 281 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 282 All Other Causes
## 283 Chronic Lower Respiratory Diseases (J40-J47)
## 284 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 285 Chronic Lower Respiratory Diseases (J40-J47)
## 286 Malignant Neoplasms (Cancer: C00-C97)
## 287 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 288 Diabetes Mellitus (E10-E14)
## 289 Chronic Liver Disease and Cirrhosis (K70, K73)
## 290 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 291 Diabetes Mellitus (E10-E14)
## 292 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 293 Essential Hypertension and Renal Diseases (I10, I12)
## 294 Chronic Lower Respiratory Diseases (J40-J47)
## 295 Cerebrovascular Disease (Stroke: I60-I69)
## 296 Cerebrovascular Disease (Stroke: I60-I69)
## 297 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 298 All Other Causes
## 299 Parkinson's Disease (G20)
## 300 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 301 Essential Hypertension and Renal Diseases (I10, I12)
## 302 Essential Hypertension and Renal Diseases (I10, I12)
## 303 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 304 Diabetes Mellitus (E10-E14)
## 305 Cerebrovascular Disease (Stroke: I60-I69)
## 306 Chronic Lower Respiratory Diseases (J40-J47)
## 307 Malignant Neoplasms (Cancer: C00-C97)
## 308 Influenza (Flu) and Pneumonia (J09-J18)
## 309 Malignant Neoplasms (Cancer: C00-C97)
## 310 Cerebrovascular Disease (Stroke: I60-I69)
## 311 Essential Hypertension and Renal Diseases (I10, I12)
## 312 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 313 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 314 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 315 Chronic Lower Respiratory Diseases (J40-J47)
## 316 Chronic Lower Respiratory Diseases (J40-J47)
## 317 Alzheimer's Disease (G30)
## 318 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 319 Influenza (Flu) and Pneumonia (J09-J18)
## 320 Cerebrovascular Disease (Stroke: I60-I69)
## 321 Certain Conditions originating in the Perinatal Period (P00-P96)
## 322 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 323 Influenza (Flu) and Pneumonia (J09-J18)
## 324 Essential Hypertension and Renal Diseases (I10, I12)
## 325 Chronic Liver Disease and Cirrhosis (K70, K73)
## 326 Essential Hypertension and Renal Diseases (I10, I12)
## 327 Influenza (Flu) and Pneumonia (J09-J18)
## 328 Alzheimer's Disease (G30)
## 329 All Other Causes
## 330 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 331 Alzheimer's Disease (G30)
## 332 Alzheimer's Disease (G30)
## 333 Certain Conditions originating in the Perinatal Period (P00-P96)
## 334 Malignant Neoplasms (Cancer: C00-C97)
## 335 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 336 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 337 All Other Causes
## 338 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 339 Influenza (Flu) and Pneumonia (J09-J18)
## 340 Influenza (Flu) and Pneumonia (J09-J18)
## 341 All Other Causes
## 342 Chronic Lower Respiratory Diseases (J40-J47)
## 343 Chronic Liver Disease and Cirrhosis (K70, K73)
## 344 All Other Causes
## 345 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 346 Influenza (Flu) and Pneumonia (J09-J18)
## 347 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 348 Malignant Neoplasms (Cancer: C00-C97)
## 349 Chronic Liver Disease and Cirrhosis (K70, K73)
## 350 Influenza (Flu) and Pneumonia (J09-J18)
## 351 All Other Causes
## 352 Cerebrovascular Disease (Stroke: I60-I69)
## 353 All Other Causes
## 354 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 355 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 356 Essential Hypertension and Renal Diseases (I10, I12)
## 357 Essential Hypertension and Renal Diseases (I10, I12)
## 358 All Other Causes
## 359 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 360 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 361 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 362 Chronic Lower Respiratory Diseases (J40-J47)
## 363 Malignant Neoplasms (Cancer: C00-C97)
## 364 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 365 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 366 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 367 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 368 Essential Hypertension and Renal Diseases (I10, I12)
## 369 Septicemia (A40-A41)
## 370 Septicemia (A40-A41)
## 371 All Other Causes
## 372 All Other Causes
## 373 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 374 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 375 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 376 All Other Causes
## 377 Malignant Neoplasms (Cancer: C00-C97)
## 378 Cerebrovascular Disease (Stroke: I60-I69)
## 379 Cerebrovascular Disease (Stroke: I60-I69)
## 380 Influenza (Flu) and Pneumonia (J09-J18)
## 381 Influenza (Flu) and Pneumonia (J09-J18)
## 382 Malignant Neoplasms (Cancer: C00-C97)
## 383 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 384 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 385 All Other Causes
## 386 Certain Conditions originating in the Perinatal Period (P00-P96)
## 387 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 388 Cerebrovascular Disease (Stroke: I60-I69)
## 389 Assault (Homicide: Y87.1, X85-Y09)
## 390 Malignant Neoplasms (Cancer: C00-C97)
## 391 Cerebrovascular Disease (Stroke: I60-I69)
## 392 Alzheimer's Disease (G30)
## 393 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 394 Malignant Neoplasms (Cancer: C00-C97)
## 395 Malignant Neoplasms (Cancer: C00-C97)
## 396 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 397 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 398 Atherosclerosis (I70)
## 399 Malignant Neoplasms (Cancer: C00-C97)
## 400 Chronic Lower Respiratory Diseases (J40-J47)
## 401 Influenza (Flu) and Pneumonia (J09-J18)
## 402 Chronic Lower Respiratory Diseases (J40-J47)
## 403 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 404 Chronic Lower Respiratory Diseases (J40-J47)
## 405 All Other Causes
## 406 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 407 Essential Hypertension and Renal Diseases (I10, I12)
## 408 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 409 Malignant Neoplasms (Cancer: C00-C97)
## 410 Assault (Homicide: Y87.1, X85-Y09)
## 411 Diabetes Mellitus (E10-E14)
## 412 Diabetes Mellitus (E10-E14)
## 413 Septicemia (A40-A41)
## 414 Diabetes Mellitus (E10-E14)
## 415 Diabetes Mellitus (E10-E14)
## 416 Malignant Neoplasms (Cancer: C00-C97)
## 417 Malignant Neoplasms (Cancer: C00-C97)
## 418 Malignant Neoplasms (Cancer: C00-C97)
## 419 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 420 Influenza (Flu) and Pneumonia (J09-J18)
## 421 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 422 Influenza (Flu) and Pneumonia (J09-J18)
## 423 All Other Causes
## 424 Diabetes Mellitus (E10-E14)
## 425 Essential Hypertension and Renal Diseases (I10, I12)
## 426 Influenza (Flu) and Pneumonia (J09-J18)
## 427 Influenza (Flu) and Pneumonia (J09-J18)
## 428 Malignant Neoplasms (Cancer: C00-C97)
## 429 Chronic Lower Respiratory Diseases (J40-J47)
## 430 Assault (Homicide: Y87.1, X85-Y09)
## 431 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 432 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 433 Malignant Neoplasms (Cancer: C00-C97)
## 434 Cerebrovascular Disease (Stroke: I60-I69)
## 435 Cerebrovascular Disease (Stroke: I60-I69)
## 436 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 437 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 438 Influenza (Flu) and Pneumonia (J09-J18)
## 439 Alzheimer's Disease (G30)
## 440 Certain Conditions originating in the Perinatal Period (P00-P96)
## 441 All Other Causes
## 442 All Other Causes
## 443 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 444 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 445 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 446 Cerebrovascular Disease (Stroke: I60-I69)
## 447 Insitu or Benign / Uncertain Neoplasms (D00-D48)
## 448 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 449 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 450 Malignant Neoplasms (Cancer: C00-C97)
## 451 Malignant Neoplasms (Cancer: C00-C97)
## 452 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 453 Chronic Liver Disease and Cirrhosis (K70, K73)
## 454 Essential Hypertension and Renal Diseases (I10, I12)
## 455 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 456 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 457 Cerebrovascular Disease (Stroke: I60-I69)
## 458 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 459 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 460 All Other Causes
## 461 Atherosclerosis (I70)
## 462 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 463 Chronic Lower Respiratory Diseases (J40-J47)
## 464 Chronic Liver Disease and Cirrhosis (K70, K73)
## 465 All Other Causes
## 466 Influenza (Flu) and Pneumonia (J09-J18)
## 467 Malignant Neoplasms (Cancer: C00-C97)
## 468 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 469 Chronic Lower Respiratory Diseases (J40-J47)
## 470 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 471 Chronic Lower Respiratory Diseases (J40-J47)
## 472 Diabetes Mellitus (E10-E14)
## 473 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 474 Diabetes Mellitus (E10-E14)
## 475 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 476 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 477 Essential Hypertension and Renal Diseases (I10, I12)
## 478 Malignant Neoplasms (Cancer: C00-C97)
## 479 Cerebrovascular Disease (Stroke: I60-I69)
## 480 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 481 All Other Causes
## 482 Assault (Homicide: Y87.1, X85-Y09)
## 483 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 484 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 485 Malignant Neoplasms (Cancer: C00-C97)
## 486 Cerebrovascular Disease (Stroke: I60-I69)
## 487 Septicemia (A40-A41)
## 488 Diabetes Mellitus (E10-E14)
## 489 Chronic Liver Disease and Cirrhosis (K70, K73)
## 490 Influenza (Flu) and Pneumonia (J09-J18)
## 491 Malignant Neoplasms (Cancer: C00-C97)
## 492 Cerebrovascular Disease (Stroke: I60-I69)
## 493 Assault (Homicide: Y87.1, X85-Y09)
## 494 Influenza (Flu) and Pneumonia (J09-J18)
## 495 Alzheimer's Disease (G30)
## 496 Cerebrovascular Disease (Stroke: I60-I69)
## 497 Chronic Lower Respiratory Diseases (J40-J47)
## 498 Malignant Neoplasms (Cancer: C00-C97)
## 499 Influenza (Flu) and Pneumonia (J09-J18)
## 500 All Other Causes
## 501 Alzheimer's Disease (G30)
## 502 Malignant Neoplasms (Cancer: C00-C97)
## 503 Diabetes Mellitus (E10-E14)
## 504 Essential Hypertension and Renal Diseases (I10, I12)
## 505 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 506 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 507 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 508 Diabetes Mellitus (E10-E14)
## 509 Malignant Neoplasms (Cancer: C00-C97)
## 510 All Other Causes
## 511 Essential Hypertension and Renal Diseases (I10, I12)
## 512 Certain Conditions originating in the Perinatal Period (P00-P96)
## 513 Alzheimer's Disease (G30)
## 514 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 515 Chronic Lower Respiratory Diseases (J40-J47)
## 516 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 517 All Other Causes
## 518 Malignant Neoplasms (Cancer: C00-C97)
## 519 Influenza (Flu) and Pneumonia (J09-J18)
## 520 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 521 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 522 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 523 Influenza (Flu) and Pneumonia (J09-J18)
## 524 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 525 Diabetes Mellitus (E10-E14)
## 526 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 527 Chronic Lower Respiratory Diseases (J40-J47)
## 528 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 529 Essential Hypertension and Renal Diseases (I10, I12)
## 530 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 531 All Other Causes
## 532 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 533 Chronic Lower Respiratory Diseases (J40-J47)
## 534 All Other Causes
## 535 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 536 Alzheimer's Disease (G30)
## 537 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 538 Malignant Neoplasms (Cancer: C00-C97)
## 539 Essential Hypertension and Renal Diseases (I10, I12)
## 540 Alzheimer's Disease (G30)
## 541 Essential Hypertension and Renal Diseases (I10, I12)
## 542 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 543 Influenza (Flu) and Pneumonia (J09-J18)
## 544 Essential Hypertension and Renal Diseases (I10, I12)
## 545 Influenza (Flu) and Pneumonia (J09-J18)
## 546 Malignant Neoplasms (Cancer: C00-C97)
## 547 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 548 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 549 Influenza (Flu) and Pneumonia (J09-J18)
## 550 Cerebrovascular Disease (Stroke: I60-I69)
## 551 Essential Hypertension and Renal Diseases (I10, I12)
## 552 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 553 All Other Causes
## 554 Essential Hypertension and Renal Diseases (I10, I12)
## 555 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 556 Essential Hypertension and Renal Diseases (I10, I12)
## 557 Diabetes Mellitus (E10-E14)
## 558 All Other Causes
## 559 Diabetes Mellitus (E10-E14)
## 560 Chronic Liver Disease and Cirrhosis (K70, K73)
## 561 Diabetes Mellitus (E10-E14)
## 562 All Other Causes
## 563 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 564 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 565 Influenza (Flu) and Pneumonia (J09-J18)
## 566 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 567 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 568 All Other Causes
## 569 Chronic Lower Respiratory Diseases (J40-J47)
## 570 All Other Causes
## 571 All Other Causes
## 572 Assault (Homicide: Y87.1, X85-Y09)
## 573 Chronic Liver Disease and Cirrhosis (K70, K73)
## 574 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 575 Malignant Neoplasms (Cancer: C00-C97)
## 576 Malignant Neoplasms (Cancer: C00-C97)
## 577 Cerebrovascular Disease (Stroke: I60-I69)
## 578 Essential Hypertension and Renal Diseases (I10, I12)
## 579 Influenza (Flu) and Pneumonia (J09-J18)
## 580 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 581 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 582 Essential Hypertension and Renal Diseases (I10, I12)
## 583 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 584 All Other Causes
## 585 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 586 Malignant Neoplasms (Cancer: C00-C97)
## 587 Chronic Lower Respiratory Diseases (J40-J47)
## 588 Essential Hypertension and Renal Diseases (I10, I12)
## 589 Influenza (Flu) and Pneumonia (J09-J18)
## 590 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 591 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 592 Influenza (Flu) and Pneumonia (J09-J18)
## 593 All Other Causes
## 594 Diabetes Mellitus (E10-E14)
## 595 Diabetes Mellitus (E10-E14)
## 596 Chronic Liver Disease and Cirrhosis (K70, K73)
## 597 Alzheimer's Disease (G30)
## 598 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 599 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 600 Assault (Homicide: Y87.1, X85-Y09)
## 601 Diabetes Mellitus (E10-E14)
## 602 Cerebrovascular Disease (Stroke: I60-I69)
## 603 Diabetes Mellitus (E10-E14)
## 604 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 605 Essential Hypertension and Renal Diseases (I10, I12)
## 606 Cerebrovascular Disease (Stroke: I60-I69)
## 607 Essential Hypertension and Renal Diseases (I10, I12)
## 608 Diabetes Mellitus (E10-E14)
## 609 Malignant Neoplasms (Cancer: C00-C97)
## 610 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 611 Cerebrovascular Disease (Stroke: I60-I69)
## 612 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 613 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 614 Chronic Liver Disease and Cirrhosis (K70, K73)
## 615 Assault (Homicide: Y87.1, X85-Y09)
## 616 Assault (Homicide: Y87.1, X85-Y09)
## 617 Malignant Neoplasms (Cancer: C00-C97)
## 618 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 619 Cerebrovascular Disease (Stroke: I60-I69)
## 620 All Other Causes
## 621 Malignant Neoplasms (Cancer: C00-C97)
## 622 Influenza (Flu) and Pneumonia (J09-J18)
## 623 All Other Causes
## 624 Chronic Liver Disease and Cirrhosis (K70, K73)
## 625 Essential Hypertension and Renal Diseases (I10, I12)
## 626 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 627 Assault (Homicide: Y87.1, X85-Y09)
## 628 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 629 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 630 Essential Hypertension and Renal Diseases (I10, I12)
## 631 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 632 Essential Hypertension and Renal Diseases (I10, I12)
## 633 All Other Causes
## 634 Influenza (Flu) and Pneumonia (J09-J18)
## 635 Influenza (Flu) and Pneumonia (J09-J18)
## 636 All Other Causes
## 637 All Other Causes
## 638 Chronic Lower Respiratory Diseases (J40-J47)
## 639 Chronic Liver Disease and Cirrhosis (K70, K73)
## 640 Chronic Lower Respiratory Diseases (J40-J47)
## 641 Malignant Neoplasms (Cancer: C00-C97)
## 642 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 643 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 644 Certain Conditions originating in the Perinatal Period (P00-P96)
## 645 Cerebrovascular Disease (Stroke: I60-I69)
## 646 Diabetes Mellitus (E10-E14)
## 647 Malignant Neoplasms (Cancer: C00-C97)
## 648 Malignant Neoplasms (Cancer: C00-C97)
## 649 Influenza (Flu) and Pneumonia (J09-J18)
## 650 Diabetes Mellitus (E10-E14)
## 651 Cerebrovascular Disease (Stroke: I60-I69)
## 652 Diabetes Mellitus (E10-E14)
## 653 Influenza (Flu) and Pneumonia (J09-J18)
## 654 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 655 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 656 Influenza (Flu) and Pneumonia (J09-J18)
## 657 Chronic Lower Respiratory Diseases (J40-J47)
## 658 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 659 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 660 Alzheimer's Disease (G30)
## 661 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 662 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 663 Cerebrovascular Disease (Stroke: I60-I69)
## 664 Malignant Neoplasms (Cancer: C00-C97)
## 665 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 666 Cerebrovascular Disease (Stroke: I60-I69)
## 667 Malignant Neoplasms (Cancer: C00-C97)
## 668 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 669 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 670 Diabetes Mellitus (E10-E14)
## 671 Influenza (Flu) and Pneumonia (J09-J18)
## 672 Influenza (Flu) and Pneumonia (J09-J18)
## 673 Essential Hypertension and Renal Diseases (I10, I12)
## 674 Cerebrovascular Disease (Stroke: I60-I69)
## 675 Alzheimer's Disease (G30)
## 676 Cerebrovascular Disease (Stroke: I60-I69)
## 677 All Other Causes
## 678 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 679 Essential Hypertension and Renal Diseases (I10, I12)
## 680 Chronic Lower Respiratory Diseases (J40-J47)
## 681 Malignant Neoplasms (Cancer: C00-C97)
## 682 Diabetes Mellitus (E10-E14)
## 683 Malignant Neoplasms (Cancer: C00-C97)
## 684 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 685 Influenza (Flu) and Pneumonia (J09-J18)
## 686 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 687 Chronic Liver Disease and Cirrhosis (K70, K73)
## 688 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 689 Certain Conditions originating in the Perinatal Period (P00-P96)
## 690 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 691 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 692 Influenza (Flu) and Pneumonia (J09-J18)
## 693 Essential Hypertension and Renal Diseases (I10, I12)
## 694 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 695 All Other Causes
## 696 Influenza (Flu) and Pneumonia (J09-J18)
## 697 Certain Conditions originating in the Perinatal Period (P00-P96)
## 698 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 699 Diabetes Mellitus (E10-E14)
## 700 Essential Hypertension and Renal Diseases (I10, I12)
## 701 All Other Causes
## 702 Chronic Lower Respiratory Diseases (J40-J47)
## 703 Chronic Liver Disease and Cirrhosis (K70, K73)
## 704 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 705 Influenza (Flu) and Pneumonia (J09-J18)
## 706 Atherosclerosis (I70)
## 707 Cerebrovascular Disease (Stroke: I60-I69)
## 708 Essential Hypertension and Renal Diseases (I10, I12)
## 709 Influenza (Flu) and Pneumonia (J09-J18)
## 710 Diabetes Mellitus (E10-E14)
## 711 Influenza (Flu) and Pneumonia (J09-J18)
## 712 Chronic Lower Respiratory Diseases (J40-J47)
## 713 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 714 Influenza (Flu) and Pneumonia (J09-J18)
## 715 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 716 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 717 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 718 Essential Hypertension and Renal Diseases (I10, I12)
## 719 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 720 Chronic Liver Disease and Cirrhosis (K70, K73)
## 721 Essential Hypertension and Renal Diseases (I10, I12)
## 722 Chronic Lower Respiratory Diseases (J40-J47)
## 723 Essential Hypertension and Renal Diseases (I10, I12)
## 724 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 725 Influenza (Flu) and Pneumonia (J09-J18)
## 726 Chronic Lower Respiratory Diseases (J40-J47)
## 727 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 728 Chronic Lower Respiratory Diseases (J40-J47)
## 729 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 730 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 731 All Other Causes
## 732 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 733 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 734 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 735 Cerebrovascular Disease (Stroke: I60-I69)
## 736 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 737 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 738 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 739 All Other Causes
## 740 Essential Hypertension and Renal Diseases (I10, I12)
## 741 Malignant Neoplasms (Cancer: C00-C97)
## 742 Chronic Liver Disease and Cirrhosis (K70, K73)
## 743 Diabetes Mellitus (E10-E14)
## 744 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 745 All Other Causes
## 746 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 747 Influenza (Flu) and Pneumonia (J09-J18)
## 748 Chronic Lower Respiratory Diseases (J40-J47)
## 749 Cerebrovascular Disease (Stroke: I60-I69)
## 750 Chronic Lower Respiratory Diseases (J40-J47)
## 751 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 752 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 753 Septicemia (A40-A41)
## 754 Diabetes Mellitus (E10-E14)
## 755 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 756 Essential Hypertension and Renal Diseases (I10, I12)
## 757 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 758 Diabetes Mellitus (E10-E14)
## 759 Influenza (Flu) and Pneumonia (J09-J18)
## 760 Essential Hypertension and Renal Diseases (I10, I12)
## 761 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 762 Diabetes Mellitus (E10-E14)
## 763 Certain Conditions originating in the Perinatal Period (P00-P96)
## 764 Cerebrovascular Disease (Stroke: I60-I69)
## 765 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 766 Diabetes Mellitus (E10-E14)
## 767 Chronic Lower Respiratory Diseases (J40-J47)
## 768 Cerebrovascular Disease (Stroke: I60-I69)
## 769 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 770 Diabetes Mellitus (E10-E14)
## 771 Essential Hypertension and Renal Diseases (I10, I12)
## 772 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 773 Influenza (Flu) and Pneumonia (J09-J18)
## 774 Certain Conditions originating in the Perinatal Period (P00-P96)
## 775 Chronic Lower Respiratory Diseases (J40-J47)
## 776 Diabetes Mellitus (E10-E14)
## 777 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 778 Chronic Lower Respiratory Diseases (J40-J47)
## 779 Alzheimer's Disease (G30)
## 780 Chronic Lower Respiratory Diseases (J40-J47)
## 781 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 782 All Other Causes
## 783 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 784 Chronic Lower Respiratory Diseases (J40-J47)
## 785 All Other Causes
## 786 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 787 Chronic Lower Respiratory Diseases (J40-J47)
## 788 Septicemia (A40-A41)
## 789 Essential Hypertension and Renal Diseases (I10, I12)
## 790 Malignant Neoplasms (Cancer: C00-C97)
## 791 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 792 All Other Causes
## 793 Malignant Neoplasms (Cancer: C00-C97)
## 794 Malignant Neoplasms (Cancer: C00-C97)
## 795 Malignant Neoplasms (Cancer: C00-C97)
## 796 Malignant Neoplasms (Cancer: C00-C97)
## 797 Diabetes Mellitus (E10-E14)
## 798 Chronic Lower Respiratory Diseases (J40-J47)
## 799 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 800 All Other Causes
## 801 Essential Hypertension and Renal Diseases (I10, I12)
## 802 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 803 Essential Hypertension and Renal Diseases (I10, I12)
## 804 Malignant Neoplasms (Cancer: C00-C97)
## 805 Malignant Neoplasms (Cancer: C00-C97)
## 806 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 807 Chronic Liver Disease and Cirrhosis (K70, K73)
## 808 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 809 Cerebrovascular Disease (Stroke: I60-I69)
## 810 Malignant Neoplasms (Cancer: C00-C97)
## 811 Viral Hepatitis (B15-B19)
## 812 Essential Hypertension and Renal Diseases (I10, I12)
## 813 Alzheimer's Disease (G30)
## 814 All Other Causes
## 815 Influenza (Flu) and Pneumonia (J09-J18)
## 816 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 817 Malignant Neoplasms (Cancer: C00-C97)
## 818 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 819 Alzheimer's Disease (G30)
## 820 Diabetes Mellitus (E10-E14)
## 821 Diabetes Mellitus (E10-E14)
## 822 All Other Causes
## 823 Malignant Neoplasms (Cancer: C00-C97)
## 824 All Other Causes
## 825 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 826 Influenza (Flu) and Pneumonia (J09-J18)
## 827 Assault (Homicide: Y87.1, X85-Y09)
## 828 All Other Causes
## 829 All Other Causes
## 830 Cerebrovascular Disease (Stroke: I60-I69)
## 831 Chronic Lower Respiratory Diseases (J40-J47)
## 832 Diabetes Mellitus (E10-E14)
## 833 Chronic Lower Respiratory Diseases (J40-J47)
## 834 Diabetes Mellitus (E10-E14)
## 835 Influenza (Flu) and Pneumonia (J09-J18)
## 836 Diabetes Mellitus (E10-E14)
## 837 Malignant Neoplasms (Cancer: C00-C97)
## 838 All Other Causes
## 839 Cerebrovascular Disease (Stroke: I60-I69)
## 840 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 841 Influenza (Flu) and Pneumonia (J09-J18)
## 842 Diabetes Mellitus (E10-E14)
## 843 Diabetes Mellitus (E10-E14)
## 844 Diabetes Mellitus (E10-E14)
## 845 Chronic Lower Respiratory Diseases (J40-J47)
## 846 All Other Causes
## 847 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 848 Essential Hypertension and Renal Diseases (I10, I12)
## 849 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 850 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 851 Septicemia (A40-A41)
## 852 Alzheimer's Disease (G30)
## 853 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 854 All Other Causes
## 855 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 856 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 857 Chronic Lower Respiratory Diseases (J40-J47)
## 858 Cerebrovascular Disease (Stroke: I60-I69)
## 859 Essential Hypertension and Renal Diseases (I10, I12)
## 860 All Other Causes
## 861 Assault (Homicide: Y87.1, X85-Y09)
## 862 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 863 Chronic Lower Respiratory Diseases (J40-J47)
## 864 Diabetes Mellitus (E10-E14)
## 865 Malignant Neoplasms (Cancer: C00-C97)
## 866 Assault (Homicide: Y87.1, X85-Y09)
## 867 Chronic Lower Respiratory Diseases (J40-J47)
## 868 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 869 Essential Hypertension and Renal Diseases (I10, I12)
## 870 Assault (Homicide: Y87.1, X85-Y09)
## 871 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 872 Chronic Liver Disease and Cirrhosis (K70, K73)
## 873 Cerebrovascular Disease (Stroke: I60-I69)
## 874 Chronic Lower Respiratory Diseases (J40-J47)
## 875 Certain Conditions originating in the Perinatal Period (P00-P96)
## 876 Chronic Liver Disease and Cirrhosis (K70, K73)
## 877 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 878 Diabetes Mellitus (E10-E14)
## 879 Septicemia (A40-A41)
## 880 Chronic Lower Respiratory Diseases (J40-J47)
## 881 Viral Hepatitis (B15-B19)
## 882 Chronic Lower Respiratory Diseases (J40-J47)
## 883 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 884 Certain Conditions originating in the Perinatal Period (P00-P96)
## 885 Influenza (Flu) and Pneumonia (J09-J18)
## 886 Viral Hepatitis (B15-B19)
## 887 All Other Causes
## 888 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 889 Chronic Lower Respiratory Diseases (J40-J47)
## 890 Certain Conditions originating in the Perinatal Period (P00-P96)
## 891 All Other Causes
## 892 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 893 Certain Conditions originating in the Perinatal Period (P00-P96)
## 894 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 895 Malignant Neoplasms (Cancer: C00-C97)
## 896 Malignant Neoplasms (Cancer: C00-C97)
## 897 Influenza (Flu) and Pneumonia (J09-J18)
## 898 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 899 All Other Causes
## 900 Malignant Neoplasms (Cancer: C00-C97)
## 901 Influenza (Flu) and Pneumonia (J09-J18)
## 902 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 903 Chronic Lower Respiratory Diseases (J40-J47)
## 904 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 905 Diabetes Mellitus (E10-E14)
## 906 Cerebrovascular Disease (Stroke: I60-I69)
## 907 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 908 Chronic Lower Respiratory Diseases (J40-J47)
## 909 Malignant Neoplasms (Cancer: C00-C97)
## 910 Malignant Neoplasms (Cancer: C00-C97)
## 911 All Other Causes
## 912 Diabetes Mellitus (E10-E14)
## 913 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 914 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 915 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 916 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 917 Chronic Liver Disease and Cirrhosis (K70, K73)
## 918 Malignant Neoplasms (Cancer: C00-C97)
## 919 Diabetes Mellitus (E10-E14)
## 920 Influenza (Flu) and Pneumonia (J09-J18)
## 921 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 922 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 923 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 924 Insitu or Benign / Uncertain Neoplasms (D00-D48)
## 925 Alzheimer's Disease (G30)
## 926 Chronic Lower Respiratory Diseases (J40-J47)
## 927 Cerebrovascular Disease (Stroke: I60-I69)
## 928 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 929 Influenza (Flu) and Pneumonia (J09-J18)
## 930 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 931 Diabetes Mellitus (E10-E14)
## 932 Essential Hypertension and Renal Diseases (I10, I12)
## 933 Malignant Neoplasms (Cancer: C00-C97)
## 934 Chronic Lower Respiratory Diseases (J40-J47)
## 935 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 936 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 937 Cerebrovascular Disease (Stroke: I60-I69)
## 938 Alzheimer's Disease (G30)
## 939 Cerebrovascular Disease (Stroke: I60-I69)
## 940 Essential Hypertension and Renal Diseases (I10, I12)
## 941 Influenza (Flu) and Pneumonia (J09-J18)
## 942 Diabetes Mellitus (E10-E14)
## 943 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 944 Cerebrovascular Disease (Stroke: I60-I69)
## 945 Diabetes Mellitus (E10-E14)
## 946 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 947 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 948 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 949 Diabetes Mellitus (E10-E14)
## 950 Chronic Lower Respiratory Diseases (J40-J47)
## 951 Alzheimer's Disease (G30)
## 952 Influenza (Flu) and Pneumonia (J09-J18)
## 953 Malignant Neoplasms (Cancer: C00-C97)
## 954 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 955 All Other Causes
## 956 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 957 Malignant Neoplasms (Cancer: C00-C97)
## 958 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 959 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 960 Diabetes Mellitus (E10-E14)
## 961 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 962 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 963 Malignant Neoplasms (Cancer: C00-C97)
## 964 Cerebrovascular Disease (Stroke: I60-I69)
## 965 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 966 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 967 All Other Causes
## 968 Certain Conditions originating in the Perinatal Period (P00-P96)
## 969 Influenza (Flu) and Pneumonia (J09-J18)
## 970 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 971 Cerebrovascular Disease (Stroke: I60-I69)
## 972 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 973 Cerebrovascular Disease (Stroke: I60-I69)
## 974 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 975 All Other Causes
## 976 Malignant Neoplasms (Cancer: C00-C97)
## 977 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 978 Cerebrovascular Disease (Stroke: I60-I69)
## 979 Essential Hypertension and Renal Diseases (I10, I12)
## 980 Cerebrovascular Disease (Stroke: I60-I69)
## 981 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 982 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 983 Chronic Lower Respiratory Diseases (J40-J47)
## 984 Malignant Neoplasms (Cancer: C00-C97)
## 985 Influenza (Flu) and Pneumonia (J09-J18)
## 986 Malignant Neoplasms (Cancer: C00-C97)
## 987 Diabetes Mellitus (E10-E14)
## 988 Diabetes Mellitus (E10-E14)
## 989 Malignant Neoplasms (Cancer: C00-C97)
## 990 Cerebrovascular Disease (Stroke: I60-I69)
## 991 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 992 Alzheimer's Disease (G30)
## 993 Alzheimer's Disease (G30)
## 994 Alzheimer's Disease (G30)
## 995 Malignant Neoplasms (Cancer: C00-C97)
## 996 All Other Causes
## 997 Alzheimer's Disease (G30)
## 998 Influenza (Flu) and Pneumonia (J09-J18)
## 999 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1000 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1001 Malignant Neoplasms (Cancer: C00-C97)
## 1002 Cerebrovascular Disease (Stroke: I60-I69)
## 1003 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1004 All Other Causes
## 1005 Influenza (Flu) and Pneumonia (J09-J18)
## 1006 Diabetes Mellitus (E10-E14)
## 1007 Cerebrovascular Disease (Stroke: I60-I69)
## 1008 Chronic Lower Respiratory Diseases (J40-J47)
## 1009 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1010 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1011 All Other Causes
## 1012 Cerebrovascular Disease (Stroke: I60-I69)
## 1013 Chronic Lower Respiratory Diseases (J40-J47)
## 1014 Essential Hypertension and Renal Diseases (I10, I12)
## 1015 Chronic Lower Respiratory Diseases (J40-J47)
## 1016 Cerebrovascular Disease (Stroke: I60-I69)
## 1017 Essential Hypertension and Renal Diseases (I10, I12)
## 1018 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1019 All Other Causes
## 1020 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1021 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1022 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1023 Diabetes Mellitus (E10-E14)
## 1024 Viral Hepatitis (B15-B19)
## 1025 Alzheimer's Disease (G30)
## 1026 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1027 All Other Causes
## 1028 Chronic Lower Respiratory Diseases (J40-J47)
## 1029 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1030 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1031 Chronic Lower Respiratory Diseases (J40-J47)
## 1032 Diabetes Mellitus (E10-E14)
## 1033 Alzheimer's Disease (G30)
## 1034 Essential Hypertension and Renal Diseases (I10, I12)
## 1035 Cerebrovascular Disease (Stroke: I60-I69)
## 1036 Cerebrovascular Disease (Stroke: I60-I69)
## 1037 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1038 Influenza (Flu) and Pneumonia (J09-J18)
## 1039 All Other Causes
## 1040 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1041 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1042 Influenza (Flu) and Pneumonia (J09-J18)
## 1043 All Other Causes
## 1044 Malignant Neoplasms (Cancer: C00-C97)
## 1045 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1046 Cerebrovascular Disease (Stroke: I60-I69)
## 1047 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1048 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1049 Influenza (Flu) and Pneumonia (J09-J18)
## 1050 Cerebrovascular Disease (Stroke: I60-I69)
## 1051 Influenza (Flu) and Pneumonia (J09-J18)
## 1052 Cerebrovascular Disease (Stroke: I60-I69)
## 1053 All Other Causes
## 1054 Influenza (Flu) and Pneumonia (J09-J18)
## 1055 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1056 Cerebrovascular Disease (Stroke: I60-I69)
## 1057 Malignant Neoplasms (Cancer: C00-C97)
## 1058 Diabetes Mellitus (E10-E14)
## 1059 Chronic Liver Disease and Cirrhosis (K70, K73)
## 1060 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1061 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1062 Cerebrovascular Disease (Stroke: I60-I69)
## 1063 Essential Hypertension and Renal Diseases (I10, I12)
## 1064 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1065 Diabetes Mellitus (E10-E14)
## 1066 Malignant Neoplasms (Cancer: C00-C97)
## 1067 Diabetes Mellitus (E10-E14)
## 1068 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1069 Diabetes Mellitus (E10-E14)
## 1070 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1071 All Other Causes
## 1072 Malignant Neoplasms (Cancer: C00-C97)
## 1073 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1074 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1075 Cerebrovascular Disease (Stroke: I60-I69)
## 1076 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1077 Chronic Lower Respiratory Diseases (J40-J47)
## 1078 Malignant Neoplasms (Cancer: C00-C97)
## 1079 Essential Hypertension and Renal Diseases (I10, I12)
## 1080 Influenza (Flu) and Pneumonia (J09-J18)
## 1081 Malignant Neoplasms (Cancer: C00-C97)
## 1082 Chronic Lower Respiratory Diseases (J40-J47)
## 1083 Essential Hypertension and Renal Diseases (I10, I12)
## 1084 Accidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## 1085 Essential Hypertension and Renal Diseases (I10, I12)
## 1086 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1087 Chronic Lower Respiratory Diseases (J40-J47)
## 1088 Diabetes Mellitus (E10-E14)
## 1089 Diabetes Mellitus (E10-E14)
## 1090 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1091 Influenza (Flu) and Pneumonia (J09-J18)
## 1092 Diabetes Mellitus (E10-E14)
## 1093 Insitu or Benign / Uncertain Neoplasms (D00-D48)
## 1094 Diabetes Mellitus (E10-E14)
## 1095 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1096 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1097 Parkinson's Disease (G20)
## 1098 Alzheimer's Disease (G30)
## 1099 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1100 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1101 Chronic Lower Respiratory Diseases (J40-J47)
## 1102 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1103 Chronic Lower Respiratory Diseases (J40-J47)
## 1104 Alzheimer's Disease (G30)
## 1105 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1106 Cerebrovascular Disease (Stroke: I60-I69)
## 1107 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1108 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1109 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1110 Essential Hypertension and Renal Diseases (I10, I12)
## 1111 Alzheimer's Disease (G30)
## 1112 Essential Hypertension and Renal Diseases (I10, I12)
## 1113 Essential Hypertension and Renal Diseases (I10, I12)
## 1114 Essential Hypertension and Renal Diseases (I10, I12)
## 1115 Essential Hypertension and Renal Diseases (I10, I12)
## 1116 Influenza (Flu) and Pneumonia (J09-J18)
## 1117 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1118 Chronic Lower Respiratory Diseases (J40-J47)
## 1119 Influenza (Flu) and Pneumonia (J09-J18)
## 1120 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1121 Diabetes Mellitus (E10-E14)
## 1122 Diabetes Mellitus (E10-E14)
## 1123 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1124 Chronic Lower Respiratory Diseases (J40-J47)
## 1125 Essential Hypertension and Renal Diseases (I10, I12)
## 1126 Diabetes Mellitus (E10-E14)
## 1127 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1128 Cerebrovascular Disease (Stroke: I60-I69)
## 1129 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1130 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1131 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1132 Alzheimer's Disease (G30)
## 1133 Essential Hypertension and Renal Diseases (I10, I12)
## 1134 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1135 Influenza (Flu) and Pneumonia (J09-J18)
## 1136 Chronic Lower Respiratory Diseases (J40-J47)
## 1137 Diabetes Mellitus (E10-E14)
## 1138 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1139 Cerebrovascular Disease (Stroke: I60-I69)
## 1140 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1141 Cerebrovascular Disease (Stroke: I60-I69)
## 1142 Influenza (Flu) and Pneumonia (J09-J18)
## 1143 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1144 Essential Hypertension and Renal Diseases (I10, I12)
## 1145 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1146 Diabetes Mellitus (E10-E14)
## 1147 Alzheimer's Disease (G30)
## 1148 Cerebrovascular Disease (Stroke: I60-I69)
## 1149 Influenza (Flu) and Pneumonia (J09-J18)
## 1150 Diabetes Mellitus (E10-E14)
## 1151 Influenza (Flu) and Pneumonia (J09-J18)
## 1152 Chronic Lower Respiratory Diseases (J40-J47)
## 1153 Essential Hypertension and Renal Diseases (I10, I12)
## 1154 Cerebrovascular Disease (Stroke: I60-I69)
## 1155 Cerebrovascular Disease (Stroke: I60-I69)
## 1156 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1157 Diabetes Mellitus (E10-E14)
## 1158 Essential Hypertension and Renal Diseases (I10, I12)
## 1159 Chronic Lower Respiratory Diseases (J40-J47)
## 1160 Cerebrovascular Disease (Stroke: I60-I69)
## 1161 Alzheimer's Disease (G30)
## 1162 Influenza (Flu) and Pneumonia (J09-J18)
## 1163 Chronic Lower Respiratory Diseases (J40-J47)
## 1164 Chronic Lower Respiratory Diseases (J40-J47)
## 1165 Influenza (Flu) and Pneumonia (J09-J18)
## 1166 Influenza (Flu) and Pneumonia (J09-J18)
## 1167 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1168 Cerebrovascular Disease (Stroke: I60-I69)
## 1169 Cerebrovascular Disease (Stroke: I60-I69)
## 1170 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1171 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1172 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1173 Influenza (Flu) and Pneumonia (J09-J18)
## 1174 Chronic Lower Respiratory Diseases (J40-J47)
## 1175 Diabetes Mellitus (E10-E14)
## 1176 Diabetes Mellitus (E10-E14)
## 1177 Diabetes Mellitus (E10-E14)
## 1178 All Other Causes
## 1179 Malignant Neoplasms (Cancer: C00-C97)
## 1180 All Other Causes
## 1181 All Other Causes
## 1182 Malignant Neoplasms (Cancer: C00-C97)
## 1183 Malignant Neoplasms (Cancer: C00-C97)
## 1184 All Other Causes
## 1185 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1186 Malignant Neoplasms (Cancer: C00-C97)
## 1187 All Other Causes
## 1188 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1189 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1190 Malignant Neoplasms (Cancer: C00-C97)
## 1191 Malignant Neoplasms (Cancer: C00-C97)
## 1192 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1193 All Other Causes
## 1194 All Other Causes
## 1195 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1196 All Other Causes
## 1197 All Other Causes
## 1198 Malignant Neoplasms (Cancer: C00-C97)
## 1199 All Other Causes
## 1200 Malignant Neoplasms (Cancer: C00-C97)
## 1201 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1202 Malignant Neoplasms (Cancer: C00-C97)
## 1203 Malignant Neoplasms (Cancer: C00-C97)
## 1204 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1205 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1206 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1207 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1208 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1209 Malignant Neoplasms (Cancer: C00-C97)
## 1210 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1211 Influenza (Flu) and Pneumonia (J09-J18)
## 1212 Cerebrovascular Disease (Stroke: I60-I69)
## 1213 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1214 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1215 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1216 Essential Hypertension and Renal Diseases (I10, I12)
## 1217 Diabetes Mellitus (E10-E14)
## 1218 All Other Causes
## 1219 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1220 Malignant Neoplasms (Cancer: C00-C97)
## 1221 Diabetes Mellitus (E10-E14)
## 1222 Influenza (Flu) and Pneumonia (J09-J18)
## 1223 Cerebrovascular Disease (Stroke: I60-I69)
## 1224 Essential Hypertension and Renal Diseases (I10, I12)
## 1225 Chronic Lower Respiratory Diseases (J40-J47)
## 1226 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1227 Peptic Ulcer (K25-K28)
## 1228 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1229 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1230 Alzheimer's Disease (G30)
## 1231 All Other Causes
## 1232 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1233 Malignant Neoplasms (Cancer: C00-C97)
## 1234 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1235 Diabetes Mellitus (E10-E14)
## 1236 Influenza (Flu) and Pneumonia (J09-J18)
## 1237 Cerebrovascular Disease (Stroke: I60-I69)
## 1238 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1239 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1240 Chronic Lower Respiratory Diseases (J40-J47)
## 1241 Essential Hypertension and Renal Diseases (I10, I12)
## 1242 All Other Causes
## 1243 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1244 Malignant Neoplasms (Cancer: C00-C97)
## 1245 Cerebrovascular Disease (Stroke: I60-I69)
## 1246 Influenza (Flu) and Pneumonia (J09-J18)
## 1247 Chronic Lower Respiratory Diseases (J40-J47)
## 1248 Diabetes Mellitus (E10-E14)
## 1249 Essential Hypertension and Renal Diseases (I10, I12)
## 1250 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1251 All Other Causes
## 1252 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1253 Alzheimer's Disease (G30)
## 1254 All Other Causes
## 1255 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1256 Malignant Neoplasms (Cancer: C00-C97)
## 1257 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1258 Chronic Lower Respiratory Diseases (J40-J47)
## 1259 Influenza (Flu) and Pneumonia (J09-J18)
## 1260 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1261 Cerebrovascular Disease (Stroke: I60-I69)
## 1262 Diabetes Mellitus (E10-E14)
## 1263 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1264 Essential Hypertension and Renal Diseases (I10, I12)
## 1265 All Other Causes
## 1266 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1267 Malignant Neoplasms (Cancer: C00-C97)
## 1268 Diabetes Mellitus (E10-E14)
## 1269 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1270 Cerebrovascular Disease (Stroke: I60-I69)
## 1271 Influenza (Flu) and Pneumonia (J09-J18)
## 1272 Chronic Lower Respiratory Diseases (J40-J47)
## 1273 Essential Hypertension and Renal Diseases (I10, I12)
## 1274 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1275 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1276 All Other Causes
## 1277 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1278 Malignant Neoplasms (Cancer: C00-C97)
## 1279 Influenza (Flu) and Pneumonia (J09-J18)
## 1280 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1281 Diabetes Mellitus (E10-E14)
## 1282 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1283 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1284 Aortic Aneurysm and Dissection (I71)
## 1285 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1286 Complications of Medical and Surgical Care (Y40-Y84, Y88)
## 1287 Cholelithiasis and Disorders of Gallbladder (K80-K82)
## 1288 Alzheimer's Disease (G30)
## 1289 Viral Hepatitis (B15-B19)
## 1290 Septicemia (A40-A41)
## 1291 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1292 Cerebrovascular Disease (Stroke: I60-I69)
## 1293 Essential Hypertension and Renal Diseases (I10, I12)
## 1294 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1295 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1296 All Other Causes
## 1297 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1298 Malignant Neoplasms (Cancer: C00-C97)
## 1299 Diabetes Mellitus (E10-E14)
## 1300 Chronic Lower Respiratory Diseases (J40-J47)
## 1301 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1302 Cerebrovascular Disease (Stroke: I60-I69)
## 1303 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1304 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1305 Influenza (Flu) and Pneumonia (J09-J18)
## 1306 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1307 All Other Causes
## 1308 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1309 Malignant Neoplasms (Cancer: C00-C97)
## 1310 Cerebrovascular Disease (Stroke: I60-I69)
## 1311 Alzheimer's Disease (G30)
## 1312 Diabetes Mellitus (E10-E14)
## 1313 Chronic Lower Respiratory Diseases (J40-J47)
## 1314 Influenza (Flu) and Pneumonia (J09-J18)
## 1315 Essential Hypertension and Renal Diseases (I10, I12)
## 1316 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1317 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1318 All Other Causes
## 1319 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1320 Malignant Neoplasms (Cancer: C00-C97)
## 1321 Cerebrovascular Disease (Stroke: I60-I69)
## 1322 Diabetes Mellitus (E10-E14)
## 1323 Influenza (Flu) and Pneumonia (J09-J18)
## 1324 Essential Hypertension and Renal Diseases (I10, I12)
## 1325 Alzheimer's Disease (G30)
## 1326 Chronic Lower Respiratory Diseases (J40-J47)
## 1327 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1328 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1329 All Other Causes
## 1330 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1331 Malignant Neoplasms (Cancer: C00-C97)
## 1332 Chronic Lower Respiratory Diseases (J40-J47)
## 1333 Cerebrovascular Disease (Stroke: I60-I69)
## 1334 Alzheimer's Disease (G30)
## 1335 Influenza (Flu) and Pneumonia (J09-J18)
## 1336 Essential Hypertension and Renal Diseases (I10, I12)
## 1337 Diabetes Mellitus (E10-E14)
## 1338 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1339 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1340 All Other Causes
## 1341 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1342 Malignant Neoplasms (Cancer: C00-C97)
## 1343 Diabetes Mellitus (E10-E14)
## 1344 Cerebrovascular Disease (Stroke: I60-I69)
## 1345 Essential Hypertension and Renal Diseases (I10, I12)
## 1346 Chronic Lower Respiratory Diseases (J40-J47)
## 1347 Influenza (Flu) and Pneumonia (J09-J18)
## 1348 Alzheimer's Disease (G30)
## 1349 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1350 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1351 All Other Causes
## 1352 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1353 Malignant Neoplasms (Cancer: C00-C97)
## 1354 Influenza (Flu) and Pneumonia (J09-J18)
## 1355 Alzheimer's Disease (G30)
## 1356 Chronic Lower Respiratory Diseases (J40-J47)
## 1357 Cerebrovascular Disease (Stroke: I60-I69)
## 1358 Essential Hypertension and Renal Diseases (I10, I12)
## 1359 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1360 Parkinson's Disease (G20)
## 1361 Peptic Ulcer (K25-K28)
## 1362 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1363 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1364 Diabetes Mellitus (E10-E14)
## 1365 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1366 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1367 Septicemia (A40-A41)
## 1368 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1369 Anemias (D50-D64)
## 1370 Cholelithiasis and Disorders of Gallbladder (K80-K82)
## 1371 All Other Causes
## 1372 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1373 Malignant Neoplasms (Cancer: C00-C97)
## 1374 Diabetes Mellitus (E10-E14)
## 1375 Cerebrovascular Disease (Stroke: I60-I69)
## 1376 Essential Hypertension and Renal Diseases (I10, I12)
## 1377 Chronic Lower Respiratory Diseases (J40-J47)
## 1378 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1379 Influenza (Flu) and Pneumonia (J09-J18)
## 1380 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1381 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1382 All Other Causes
## 1383 Malignant Neoplasms (Cancer: C00-C97)
## 1384 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1385 Cerebrovascular Disease (Stroke: I60-I69)
## 1386 Influenza (Flu) and Pneumonia (J09-J18)
## 1387 Diabetes Mellitus (E10-E14)
## 1388 Alzheimer's Disease (G30)
## 1389 Chronic Lower Respiratory Diseases (J40-J47)
## 1390 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1391 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1392 Essential Hypertension and Renal Diseases (I10, I12)
## 1393 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1394 Malignant Neoplasms (Cancer: C00-C97)
## 1395 Influenza (Flu) and Pneumonia (J09-J18)
## 1396 Cerebrovascular Disease (Stroke: I60-I69)
## 1397 Diabetes Mellitus (E10-E14)
## 1398 Chronic Lower Respiratory Diseases (J40-J47)
## 1399 Alzheimer's Disease (G30)
## 1400 Essential Hypertension and Renal Diseases (I10, I12)
## 1401 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1402 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1403 All Other Causes
## 1404 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1405 Malignant Neoplasms (Cancer: C00-C97)
## 1406 Diabetes Mellitus (E10-E14)
## 1407 Cerebrovascular Disease (Stroke: I60-I69)
## 1408 Influenza (Flu) and Pneumonia (J09-J18)
## 1409 Essential Hypertension and Renal Diseases (I10, I12)
## 1410 Chronic Lower Respiratory Diseases (J40-J47)
## 1411 Alzheimer's Disease (G30)
## 1412 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1413 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1414 All Other Causes
## 1415 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1416 Malignant Neoplasms (Cancer: C00-C97)
## 1417 Influenza (Flu) and Pneumonia (J09-J18)
## 1418 Chronic Lower Respiratory Diseases (J40-J47)
## 1419 Cerebrovascular Disease (Stroke: I60-I69)
## 1420 Alzheimer's Disease (G30)
## 1421 Diabetes Mellitus (E10-E14)
## 1422 Essential Hypertension and Renal Diseases (I10, I12)
## 1423 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1424 Septicemia (A40-A41)
## 1425 All Other Causes
## 1426 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1427 Malignant Neoplasms (Cancer: C00-C97)
## 1428 Diabetes Mellitus (E10-E14)
## 1429 Influenza (Flu) and Pneumonia (J09-J18)
## 1430 Chronic Lower Respiratory Diseases (J40-J47)
## 1431 Cerebrovascular Disease (Stroke: I60-I69)
## 1432 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1433 Alzheimer's Disease (G30)
## 1434 Essential Hypertension and Renal Diseases (I10, I12)
## 1435 Chronic Liver Disease and Cirrhosis (K70, K73)
## 1436 All Other Causes
## 1437 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1438 Malignant Neoplasms (Cancer: C00-C97)
## 1439 Essential Hypertension and Renal Diseases (I10, I12)
## 1440 Cerebrovascular Disease (Stroke: I60-I69)
## 1441 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1442 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1443 Chronic Lower Respiratory Diseases (J40-J47)
## 1444 Influenza (Flu) and Pneumonia (J09-J18)
## 1445 Atherosclerosis (I70)
## 1446 Septicemia (A40-A41)
## 1447 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1448 Alzheimer's Disease (G30)
## 1449 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1450 All Other Causes
## 1451 Malignant Neoplasms (Cancer: C00-C97)
## 1452 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1453 Influenza (Flu) and Pneumonia (J09-J18)
## 1454 Cerebrovascular Disease (Stroke: I60-I69)
## 1455 Diabetes Mellitus (E10-E14)
## 1456 Chronic Lower Respiratory Diseases (J40-J47)
## 1457 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1458 Essential Hypertension and Renal Diseases (I10, I12)
## 1459 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1460 Parkinson's Disease (G20)
## 1461 All Other Causes
## 1462 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1463 Malignant Neoplasms (Cancer: C00-C97)
## 1464 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1465 Diabetes Mellitus (E10-E14)
## 1466 Influenza (Flu) and Pneumonia (J09-J18)
## 1467 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1468 Cerebrovascular Disease (Stroke: I60-I69)
## 1469 Chronic Liver Disease and Cirrhosis (K70, K73)
## 1470 Chronic Lower Respiratory Diseases (J40-J47)
## 1471 Essential Hypertension and Renal Diseases (I10, I12)
## 1472 All Other Causes
## 1473 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1474 Malignant Neoplasms (Cancer: C00-C97)
## 1475 Diabetes Mellitus (E10-E14)
## 1476 Influenza (Flu) and Pneumonia (J09-J18)
## 1477 Cerebrovascular Disease (Stroke: I60-I69)
## 1478 Assault (Homicide: Y87.1, X85-Y09)
## 1479 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1480 Chronic Lower Respiratory Diseases (J40-J47)
## 1481 Essential Hypertension and Renal Diseases (I10, I12)
## 1482 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1483 All Other Causes
## 1484 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1485 Malignant Neoplasms (Cancer: C00-C97)
## 1486 Influenza (Flu) and Pneumonia (J09-J18)
## 1487 Chronic Lower Respiratory Diseases (J40-J47)
## 1488 Cerebrovascular Disease (Stroke: I60-I69)
## 1489 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1490 Cerebrovascular Disease (Stroke: I60-I69)
## 1491 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1492 Diabetes Mellitus (E10-E14)
## 1493 Intentional Self-Harm (Suicide: X60-X84, Y87.0)
## 1494 Alzheimer's Disease (G30)
## 1495 Essential Hypertension and Renal Diseases (I10, I12)
## 1496 All Other Causes
## 1497 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1498 Malignant Neoplasms (Cancer: C00-C97)
## 1499 Diabetes Mellitus (E10-E14)
## 1500 Chronic Lower Respiratory Diseases (J40-J47)
## 1501 Influenza (Flu) and Pneumonia (J09-J18)
## 1502 Cerebrovascular Disease (Stroke: I60-I69)
## 1503 Chronic Liver Disease and Cirrhosis (K70, K73)
## 1504 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1505 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1506 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1507 All Other Causes
## 1508 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1509 Malignant Neoplasms (Cancer: C00-C97)
## 1510 Chronic Lower Respiratory Diseases (J40-J47)
## 1511 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1512 Diabetes Mellitus (E10-E14)
## 1513 Assault (Homicide: Y87.1, X85-Y09)
## 1514 Viral Hepatitis (B15-B19)
## 1515 Essential Hypertension and Renal Diseases (I10, I12)
## 1516 Meningitis (G00, G03)
## 1517 Influenza (Flu) and Pneumonia (J09-J18)
## 1518 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1519 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1520 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1521 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1522 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1523 All Other Causes
## 1524 Malignant Neoplasms (Cancer: C00-C97)
## 1525 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1526 Cerebrovascular Disease (Stroke: I60-I69)
## 1527 Influenza (Flu) and Pneumonia (J09-J18)
## 1528 Diabetes Mellitus (E10-E14)
## 1529 Essential Hypertension and Renal Diseases (I10, I12)
## 1530 Alzheimer's Disease (G30)
## 1531 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1532 Chronic Lower Respiratory Diseases (J40-J47)
## 1533 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1534 All Other Causes
## 1535 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1536 Malignant Neoplasms (Cancer: C00-C97)
## 1537 Diabetes Mellitus (E10-E14)
## 1538 Alzheimer's Disease (G30)
## 1539 Influenza (Flu) and Pneumonia (J09-J18)
## 1540 Chronic Lower Respiratory Diseases (J40-J47)
## 1541 Essential Hypertension and Renal Diseases (I10, I12)
## 1542 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1543 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1544 All Other Causes
## 1545 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1546 Malignant Neoplasms (Cancer: C00-C97)
## 1547 Diabetes Mellitus (E10-E14)
## 1548 Cerebrovascular Disease (Stroke: I60-I69)
## 1549 Essential Hypertension and Renal Diseases (I10, I12)
## 1550 Chronic Lower Respiratory Diseases (J40-J47)
## 1551 Influenza (Flu) and Pneumonia (J09-J18)
## 1552 Alzheimer's Disease (G30)
## 1553 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1554 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1555 All Other Causes
## 1556 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1557 Malignant Neoplasms (Cancer: C00-C97)
## 1558 Chronic Lower Respiratory Diseases (J40-J47)
## 1559 Influenza (Flu) and Pneumonia (J09-J18)
## 1560 Cerebrovascular Disease (Stroke: I60-I69)
## 1561 Alzheimer's Disease (G30)
## 1562 Essential Hypertension and Renal Diseases (I10, I12)
## 1563 Diabetes Mellitus (E10-E14)
## 1564 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1565 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1566 All Other Causes
## 1567 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1568 Malignant Neoplasms (Cancer: C00-C97)
## 1569 Diabetes Mellitus (E10-E14)
## 1570 Influenza (Flu) and Pneumonia (J09-J18)
## 1571 Cerebrovascular Disease (Stroke: I60-I69)
## 1572 Chronic Lower Respiratory Diseases (J40-J47)
## 1573 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1574 Essential Hypertension and Renal Diseases (I10, I12)
## 1575 Alzheimer's Disease (G30)
## 1576 Viral Hepatitis (B15-B19)
## 1577 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1578 All Other Causes
## 1579 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1580 Malignant Neoplasms (Cancer: C00-C97)
## 1581 Influenza (Flu) and Pneumonia (J09-J18)
## 1582 Diabetes Mellitus (E10-E14)
## 1583 Alzheimer's Disease (G30)
## 1584 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1585 Chronic Lower Respiratory Diseases (J40-J47)
## 1586 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1587 Cerebrovascular Disease (Stroke: I60-I69)
## 1588 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1589 Essential Hypertension and Renal Diseases (I10, I12)
## 1590 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1591 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1592 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1593 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1594 Septicemia (A40-A41)
## 1595 Nephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## 1596 All Other Causes
## 1597 Malignant Neoplasms (Cancer: C00-C97)
## 1598 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1599 Influenza (Flu) and Pneumonia (J09-J18)
## 1600 Cerebrovascular Disease (Stroke: I60-I69)
## 1601 Diabetes Mellitus (E10-E14)
## 1602 Chronic Lower Respiratory Diseases (J40-J47)
## 1603 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1604 Essential Hypertension and Renal Diseases (I10, I12)
## 1605 Alzheimer's Disease (G30)
## 1606 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1607 All Other Causes
## 1608 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1609 Malignant Neoplasms (Cancer: C00-C97)
## 1610 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1611 Diabetes Mellitus (E10-E14)
## 1612 Influenza (Flu) and Pneumonia (J09-J18)
## 1613 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1614 Cerebrovascular Disease (Stroke: I60-I69)
## 1615 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1616 Chronic Lower Respiratory Diseases (J40-J47)
## 1617 Essential Hypertension and Renal Diseases (I10, I12)
## 1618 All Other Causes
## 1619 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1620 Malignant Neoplasms (Cancer: C00-C97)
## 1621 Diabetes Mellitus (E10-E14)
## 1622 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1623 Influenza (Flu) and Pneumonia (J09-J18)
## 1624 Cerebrovascular Disease (Stroke: I60-I69)
## 1625 Chronic Lower Respiratory Diseases (J40-J47)
## 1626 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1627 Essential Hypertension and Renal Diseases (I10, I12)
## 1628 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1629 All Other Causes
## 1630 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1631 Malignant Neoplasms (Cancer: C00-C97)
## 1632 Cerebrovascular Disease (Stroke: I60-I69)
## 1633 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1634 Influenza (Flu) and Pneumonia (J09-J18)
## 1635 Chronic Lower Respiratory Diseases (J40-J47)
## 1636 Cerebrovascular Disease (Stroke: I60-I69)
## 1637 Diabetes Mellitus (E10-E14)
## 1638 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1639 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1640 Essential Hypertension and Renal Diseases (I10, I12)
## 1641 All Other Causes
## 1642 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1643 Malignant Neoplasms (Cancer: C00-C97)
## 1644 Diabetes Mellitus (E10-E14)
## 1645 Influenza (Flu) and Pneumonia (J09-J18)
## 1646 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1647 Cerebrovascular Disease (Stroke: I60-I69)
## 1648 Essential Hypertension and Renal Diseases (I10, I12)
## 1649 Chronic Lower Respiratory Diseases (J40-J47)
## 1650 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1651 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1652 All Other Causes
## 1653 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1654 Malignant Neoplasms (Cancer: C00-C97)
## 1655 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1656 Alzheimer's Disease (G30)
## 1657 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1658 Influenza (Flu) and Pneumonia (J09-J18)
## 1659 Mental and Behavioral Disorders due to Use of Alcohol (F10)
## 1660 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1661 Peptic Ulcer (K25-K28)
## 1662 Chronic Lower Respiratory Diseases (J40-J47)
## 1663 Cerebrovascular Disease (Stroke: I60-I69)
## 1664 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1665 Diabetes Mellitus (E10-E14)
## 1666 Essential Hypertension and Renal Diseases (I10, I12)
## 1667 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1668 All Other Causes
## 1669 Malignant Neoplasms (Cancer: C00-C97)
## 1670 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1671 Cerebrovascular Disease (Stroke: I60-I69)
## 1672 Influenza (Flu) and Pneumonia (J09-J18)
## 1673 Diabetes Mellitus (E10-E14)
## 1674 Alzheimer's Disease (G30)
## 1675 Essential Hypertension and Renal Diseases (I10, I12)
## 1676 Chronic Lower Respiratory Diseases (J40-J47)
## 1677 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1678 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1679 All Other Causes
## 1680 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1681 Malignant Neoplasms (Cancer: C00-C97)
## 1682 Influenza (Flu) and Pneumonia (J09-J18)
## 1683 Diabetes Mellitus (E10-E14)
## 1684 Alzheimer's Disease (G30)
## 1685 Chronic Lower Respiratory Diseases (J40-J47)
## 1686 Essential Hypertension and Renal Diseases (I10, I12)
## 1687 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1688 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1689 All Other Causes
## 1690 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1691 Malignant Neoplasms (Cancer: C00-C97)
## 1692 Diabetes Mellitus (E10-E14)
## 1693 Cerebrovascular Disease (Stroke: I60-I69)
## 1694 Influenza (Flu) and Pneumonia (J09-J18)
## 1695 Chronic Lower Respiratory Diseases (J40-J47)
## 1696 Essential Hypertension and Renal Diseases (I10, I12)
## 1697 Alzheimer's Disease (G30)
## 1698 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1699 Human Immunodeficiency Virus Disease (HIV: B20-B24)
## 1700 All Other Causes
## 1701 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1702 Malignant Neoplasms (Cancer: C00-C97)
## 1703 Chronic Lower Respiratory Diseases (J40-J47)
## 1704 Influenza (Flu) and Pneumonia (J09-J18)
## 1705 Cerebrovascular Disease (Stroke: I60-I69)
## 1706 Alzheimer's Disease (G30)
## 1707 Essential Hypertension and Renal Diseases (I10, I12)
## 1708 Diabetes Mellitus (E10-E14)
## 1709 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1710 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1711 All Other Causes
## 1712 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1713 Malignant Neoplasms (Cancer: C00-C97)
## 1714 Influenza (Flu) and Pneumonia (J09-J18)
## 1715 Diabetes Mellitus (E10-E14)
## 1716 Chronic Lower Respiratory Diseases (J40-J47)
## 1717 Essential Hypertension and Renal Diseases (I10, I12)
## 1718 Cerebrovascular Disease (Stroke: I60-I69)
## 1719 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1720 Alzheimer's Disease (G30)
## 1721 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1722 All Other Causes
## 1723 Malignant Neoplasms (Cancer: C00-C97)
## 1724 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1725 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1726 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1727 Cerebrovascular Disease (Stroke: I60-I69)
## 1728 Congenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## 1729 Alzheimer's Disease (G30)
## 1730 Chronic Lower Respiratory Diseases (J40-J47)
## 1731 Diabetes Mellitus (E10-E14)
## 1732 Essential Hypertension and Renal Diseases (I10, I12)
## 1733 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1734 Anemias (D50-D64)
## 1735 Septicemia (A40-A41)
## 1736 Pregnancy, Childbirth and the Puerperium (O00-O09)
## 1737 All Other Causes
## 1738 Malignant Neoplasms (Cancer: C00-C97)
## 1739 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1740 Cerebrovascular Disease (Stroke: I60-I69)
## 1741 Influenza (Flu) and Pneumonia (J09-J18)
## 1742 Diabetes Mellitus (E10-E14)
## 1743 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1744 Chronic Lower Respiratory Diseases (J40-J47)
## 1745 Essential Hypertension and Renal Diseases (I10, I12)
## 1746 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1747 Alzheimer's Disease (G30)
## 1748 All Other Causes
## 1749 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1750 Malignant Neoplasms (Cancer: C00-C97)
## 1751 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1752 Diabetes Mellitus (E10-E14)
## 1753 Cerebrovascular Disease (Stroke: I60-I69)
## 1754 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1755 Influenza (Flu) and Pneumonia (J09-J18)
## 1756 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1757 Chronic Lower Respiratory Diseases (J40-J47)
## 1758 Essential Hypertension and Renal Diseases (I10, I12)
## 1759 All Other Causes
## 1760 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1761 Malignant Neoplasms (Cancer: C00-C97)
## 1762 Diabetes Mellitus (E10-E14)
## 1763 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1764 Cerebrovascular Disease (Stroke: I60-I69)
## 1765 Influenza (Flu) and Pneumonia (J09-J18)
## 1766 Essential Hypertension and Renal Diseases (I10, I12)
## 1767 Chronic Lower Respiratory Diseases (J40-J47)
## 1768 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1769 Assault (Homicide: U01-U02, Y87.1, X85-Y09)
## 1770 All Other Causes
## 1771 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1772 Malignant Neoplasms (Cancer: C00-C97)
## 1773 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1774 Influenza (Flu) and Pneumonia (J09-J18)
## 1775 Chronic Lower Respiratory Diseases (J40-J47)
## 1776 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1777 Cerebrovascular Disease (Stroke: I60-I69)
## 1778 Diabetes Mellitus (E10-E14)
## 1779 Intentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## 1780 Essential Hypertension and Renal Diseases (I10, I12)
## 1781 All Other Causes
## 1782 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1783 Malignant Neoplasms (Cancer: C00-C97)
## 1784 Diabetes Mellitus (E10-E14)
## 1785 Chronic Lower Respiratory Diseases (J40-J47)
## 1786 Cerebrovascular Disease (Stroke: I60-I69)
## 1787 Influenza (Flu) and Pneumonia (J09-J18)
## 1788 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1789 Essential Hypertension and Renal Diseases (I10, I12)
## 1790 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1791 Certain Conditions originating in the Perinatal Period (P00-P96)
## 1792 All Other Causes
## 1793 Diseases of Heart (I00-I09, I11, I13, I20-I51)
## 1794 Malignant Neoplasms (Cancer: C00-C97)
## 1795 Mental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## 1796 Cerebrovascular Disease (Stroke: I60-I69)
## 1797 Diabetes Mellitus (E10-E14)
## 1798 Accidents Except Drug Poisoning (V01-X39, X43, X45-X59, Y85-Y86)
## 1799 Chronic Liver Disease and Cirrhosis (K70, K73-K74)
## 1800 Aortic Aneurysm and Dissection (I71)
## 1801 Alzheimer's Disease (G30)
## 1802 Septicemia (A40-A41)
## 1803 All Other Causes
## Sex Race.Ethnicity Deaths Death.Rate
## 1 M White Non-Hispanic 444 33.3
## 2 M White Non-Hispanic 3361 250.4
## 3 M Hispanic 150 13.1
## 4 M Hispanic 1146 96
## 5 M Not Stated/Unknown 25 .
## 6 F Asian and Pacific Islander 80 12.8
## 7 F Asian and Pacific Islander 42 6.7
## 8 M Black Non-Hispanic 159 18.5
## 9 M White Non-Hispanic 142 10.6
## 10 M Hispanic 149 12.6
## 11 M Not Stated/Unknown 6 .
## 12 F Black Non-Hispanic 245 23.4
## 13 F Black Non-Hispanic 102 9.7
## 14 M Black Non-Hispanic 169 19.9
## 15 F Other Race/ Ethnicity 27 .
## 16 M Other Race/ Ethnicity 74 .
## 17 F Other Race/ Ethnicity . .
## 18 M Hispanic 129 11
## 19 M Other Race/ Ethnicity 42 .
## 20 M Hispanic 92 7.7
## 21 F Not Stated/Unknown 11 .
## 22 M Black Non-Hispanic 137 16.1
## 23 M White Non-Hispanic 227 16.9
## 24 F Black Non-Hispanic 136 13
## 25 M Black Non-Hispanic 299 35.1
## 26 F Black Non-Hispanic 227 21.7
## 27 M Other Race/ Ethnicity 6 .
## 28 M Other Race/ Ethnicity . .
## 29 M Hispanic 205 17.5
## 30 F Asian and Pacific Islander 60 10
## 31 F White Non-Hispanic 162 11.3
## 32 M Other Race/ Ethnicity 6 .
## 33 F Not Stated/Unknown . .
## 34 M Asian and Pacific Islander 60 11.4
## 35 F Black Non-Hispanic 2194 209.1
## 36 F Asian and Pacific Islander 344 64.6
## 37 F Not Stated/Unknown . .
## 38 F Not Stated/Unknown 14 .
## 39 M Hispanic 138 12.1
## 40 F Black Non-Hispanic 281 26.8
## 41 F Hispanic 1348 110
## 42 F Other Race/ Ethnicity . .
## 43 F White Non-Hispanic 416 29.3
## 44 M Black Non-Hispanic 266 31.2
## 45 M Black Non-Hispanic 146 17.2
## 46 M Not Stated/Unknown 6 .
## 47 M Other Race/ Ethnicity 7 .
## 48 F Black Non-Hispanic 71 6.8
## 49 F White Non-Hispanic 219 15.3
## 50 F Not Stated/Unknown 70 .
## 51 M Hispanic 200 17.3
## 52 M Not Stated/Unknown 21 .
## 53 M Other Race/ Ethnicity . .
## 54 F Asian and Pacific Islander 78 13
## 55 F Other Race/ Ethnicity . .
## 56 F Not Stated/Unknown 10 .
## 57 F Not Stated/Unknown . .
## 58 F Not Stated/Unknown 18 .
## 59 F Black Non-Hispanic 2282 217.7
## 60 F Hispanic 56 4.7
## 61 M Not Stated/Unknown 11 .
## 62 F Not Stated/Unknown 5 .
## 63 F Hispanic 156 13.2
## 64 F Not Stated/Unknown . .
## 65 M White Non-Hispanic 3408 254.1
## 66 F Hispanic 216 18
## 67 F White Non-Hispanic 177 12.5
## 68 M Black Non-Hispanic 377 44.2
## 69 F White Non-Hispanic 88 6.2
## 70 F Other Race/ Ethnicity 5 .
## 71 F Asian and Pacific Islander 83 14.5
## 72 M Asian and Pacific Islander 72 13
## 73 F Asian and Pacific Islander 51 8.9
## 74 F White Non-Hispanic 2140 149.7
## 75 M Other Race/ Ethnicity 5 .
## 76 F Not Stated/Unknown . .
## 77 F Not Stated/Unknown 6 .
## 78 F Not Stated/Unknown . .
## 79 F White Non-Hispanic 390 27.1
## 80 F Asian and Pacific Islander 57 9.8
## 81 M Hispanic 187 16.4
## 82 F Other Race/ Ethnicity 10 .
## 83 F Not Stated/Unknown . .
## 84 M Other Race/ Ethnicity 8 .
## 85 M Black Non-Hispanic 204 23.8
## 86 M White Non-Hispanic 2316 172.9
## 87 F Not Stated/Unknown . .
## 88 F Asian and Pacific Islander 39 6.7
## 89 F Not Stated/Unknown . .
## 90 F Not Stated/Unknown 5 .
## 91 F White Non-Hispanic 507 35.7
## 92 M Black Non-Hispanic 197 22.8
## 93 F Hispanic 79 6.5
## 94 F Black Non-Hispanic 1852 176.5
## 95 F Asian and Pacific Islander 18 3.3
## 96 F Black Non-Hispanic 271 25.9
## 97 M Black Non-Hispanic 2077 244.6
## 98 M Not Stated/Unknown 27 .
## 99 M Hispanic 172 15.3
## 100 F Not Stated/Unknown 106 .
## 101 F Not Stated/Unknown 11 .
## 102 F Not Stated/Unknown 7 .
## 103 F Hispanic 49 4.2
## 104 F Asian and Pacific Islander 22 4.3
## 105 M White Non-Hispanic 204 15.2
## 106 M Not Stated/Unknown 94 .
## 107 F Black Non-Hispanic 208 19.9
## 108 F Black Non-Hispanic 258 24.7
## 109 M Asian and Pacific Islander 546 109.6
## 110 F Hispanic 209 16.9
## 111 M White Non-Hispanic 290 21.6
## 112 M Hispanic 235 20.6
## 113 M Asian and Pacific Islander 30 6
## 114 M White Non-Hispanic 3142 234
## 115 M Other Race/ Ethnicity . .
## 116 F Not Stated/Unknown . .
## 117 M Other Race/ Ethnicity 18 .
## 118 M Hispanic 132 11.6
## 119 F Other Race/ Ethnicity . .
## 120 F Other Race/ Ethnicity . .
## 121 M Hispanic 149 13
## 122 M Other Race/ Ethnicity 8 .
## 123 M Black Non-Hispanic 308 36
## 124 F Not Stated/Unknown . .
## 125 M Black Non-Hispanic 1163 136.5
## 126 F Asian and Pacific Islander 51 9.1
## 127 M Hispanic 187 16.9
## 128 M Asian and Pacific Islander 37 7
## 129 F Other Race/ Ethnicity 39 .
## 130 F Asian and Pacific Islander 24 4.2
## 131 F Black Non-Hispanic 1473 140.7
## 132 M Asian and Pacific Islander 39 7.2
## 133 F Black Non-Hispanic 86 8.2
## 134 M Hispanic 164 13.7
## 135 M Hispanic 1180 105.1
## 136 M Not Stated/Unknown 55 .
## 137 F Not Stated/Unknown 14 .
## 138 F Hispanic 154 12.9
## 139 F Black Non-Hispanic 1800 171
## 140 F White Non-Hispanic 89 6.2
## 141 M Asian and Pacific Islander 526 101
## 142 M Black Non-Hispanic 213 25
## 143 F Not Stated/Unknown 10 .
## 144 M Not Stated/Unknown 7 .
## 145 M Not Stated/Unknown 5 .
## 146 M Not Stated/Unknown 38 .
## 147 M Hispanic 186 16.8
## 148 F Not Stated/Unknown 5 .
## 149 F Hispanic 60 4.8
## 150 F Not Stated/Unknown 12 .
## 151 M Other Race/ Ethnicity . .
## 152 F White Non-Hispanic 3366 234.5
## 153 M Black Non-Hispanic 201 23.6
## 154 F Black Non-Hispanic 206 19.6
## 155 M White Non-Hispanic 502 37.4
## 156 F Other Race/ Ethnicity . .
## 157 M White Non-Hispanic 646 48.4
## 158 F Asian and Pacific Islander 70 13.6
## 159 M Not Stated/Unknown 6 .
## 160 F Not Stated/Unknown 6 .
## 161 M Asian and Pacific Islander 95 16.6
## 162 F Not Stated/Unknown . .
## 163 M Not Stated/Unknown . .
## 164 F Not Stated/Unknown . .
## 165 F Black Non-Hispanic 409 39.1
## 166 M Hispanic 176 14.7
## 167 M Asian and Pacific Islander 469 86.8
## 168 F Not Stated/Unknown 51 .
## 169 M Not Stated/Unknown 115 .
## 170 F Other Race/ Ethnicity 9 .
## 171 M Black Non-Hispanic 186 21.5
## 172 F White Non-Hispanic 231 16.3
## 173 F White Non-Hispanic 521 36.6
## 174 M Hispanic 218 20
## 175 M White Non-Hispanic 2034 151.6
## 176 M Hispanic 180 15.6
## 177 F Hispanic 209 16.5
## 178 F Not Stated/Unknown 5 .
## 179 F Black Non-Hispanic 295 28.2
## 180 M White Non-Hispanic 2165 162.3
## 181 M Hispanic 1207 104.7
## 182 F White Non-Hispanic 6297 438.3
## 183 F Other Race/ Ethnicity 6 .
## 184 M White Non-Hispanic 347 25.9
## 185 F Other Race/ Ethnicity 59 .
## 186 M White Non-Hispanic 4495 335.1
## 187 F Not Stated/Unknown 11 .
## 188 M White Non-Hispanic 4085 303.5
## 189 F Black Non-Hispanic 1326 126.5
## 190 M Not Stated/Unknown 17 .
## 191 M White Non-Hispanic 2275 169.4
## 192 M Asian and Pacific Islander 14 2.8
## 193 M Other Race/ Ethnicity 5 .
## 194 M Not Stated/Unknown . .
## 195 M White Non-Hispanic 352 26.3
## 196 M Hispanic 186 15.6
## 197 M Asian and Pacific Islander 478 91.8
## 198 F Other Race/ Ethnicity 11 .
## 199 M Other Race/ Ethnicity 12 .
## 200 M Black Non-Hispanic 1940 226.8
## 201 M Black Non-Hispanic 1958 226.8
## 202 M Not Stated/Unknown 86 .
## 203 F Not Stated/Unknown 6 .
## 204 M Not Stated/Unknown 43 .
## 205 M Black Non-Hispanic 148 17.2
## 206 F Black Non-Hispanic 89 8.5
## 207 F Other Race/ Ethnicity . .
## 208 M White Non-Hispanic 276 20.6
## 209 F White Non-Hispanic 621 43.3
## 210 M Other Race/ Ethnicity . .
## 211 F White Non-Hispanic 169 11.9
## 212 F Hispanic 109 9.3
## 213 F White Non-Hispanic 107 7.5
## 214 M Hispanic 107 9.8
## 215 F Black Non-Hispanic 266 25.3
## 216 F White Non-Hispanic 418 29.5
## 217 M White Non-Hispanic 618 45.9
## 218 F Hispanic 57 4.8
## 219 F Not Stated/Unknown 7 .
## 220 M Black Non-Hispanic 200 23.4
## 221 F Other Race/ Ethnicity . .
## 222 M Hispanic 194 16.6
## 223 F Asian and Pacific Islander 65 12.2
## 224 F Black Non-Hispanic 2722 258.6
## 225 M Black Non-Hispanic 265 31.2
## 226 M Black Non-Hispanic 2068 243.5
## 227 F Asian and Pacific Islander 238 42.3
## 228 F Other Race/ Ethnicity . .
## 229 F Other Race/ Ethnicity . .
## 230 M Asian and Pacific Islander 528 109.1
## 231 F White Non-Hispanic 199 14
## 232 M Hispanic 111 9.9
## 233 F Other Race/ Ethnicity . .
## 234 M Other Race/ Ethnicity . .
## 235 F Hispanic 218 17.8
## 236 F Not Stated/Unknown 13 .
## 237 F White Non-Hispanic 4535 319
## 238 F Not Stated/Unknown . .
## 239 M Asian and Pacific Islander 395 71.3
## 240 F Not Stated/Unknown 5 .
## 241 F Other Race/ Ethnicity . .
## 242 M Asian and Pacific Islander 76 14.1
## 243 F Asian and Pacific Islander 27 4.5
## 244 M Other Race/ Ethnicity 42 .
## 245 M Asian and Pacific Islander 51 10
## 246 F Other Race/ Ethnicity 43 .
## 247 M Black Non-Hispanic 202 23.7
## 248 F Black Non-Hispanic 123 11.7
## 249 F White Non-Hispanic 510 36
## 250 M Black Non-Hispanic 1464 172.4
## 251 M Black Non-Hispanic 206 24.3
## 252 M Black Non-Hispanic 235 27.5
## 253 M Other Race/ Ethnicity 5 .
## 254 M Other Race/ Ethnicity 10 .
## 255 F Not Stated/Unknown 9 .
## 256 F Hispanic 116 9.2
## 257 F Other Race/ Ethnicity . .
## 258 F Black Non-Hispanic 207 19.7
## 259 M Black Non-Hispanic 148 17.1
## 260 F Other Race/ Ethnicity 35 .
## 261 F Other Race/ Ethnicity 8 .
## 262 F Asian and Pacific Islander 214 40.2
## 263 M Not Stated/Unknown 8 .
## 264 F Asian and Pacific Islander 43 7.5
## 265 M Asian and Pacific Islander 633 114.2
## 266 M White Non-Hispanic 195 14.5
## 267 M Hispanic 119 10.6
## 268 F Hispanic 56 4.6
## 269 F Hispanic 196 16
## 270 M Other Race/ Ethnicity 10 .
## 271 F Asian and Pacific Islander 29 4.6
## 272 M Other Race/ Ethnicity 27 .
## 273 M Black Non-Hispanic 207 24.4
## 274 F Asian and Pacific Islander 16 2.7
## 275 M Asian and Pacific Islander 220 43.1
## 276 M Other Race/ Ethnicity 34 .
## 277 M Other Race/ Ethnicity 5 .
## 278 M Not Stated/Unknown 10 .
## 279 F Black Non-Hispanic 285 27.3
## 280 M Hispanic 170 15.1
## 281 M Not Stated/Unknown 13 .
## 282 F Asian and Pacific Islander 278 48.7
## 283 F Hispanic 158 12.8
## 284 M Hispanic 189 16
## 285 F Hispanic 155 12.9
## 286 F Black Non-Hispanic 1784 170.8
## 287 F Asian and Pacific Islander 402 68.8
## 288 M Not Stated/Unknown 7 .
## 289 M Hispanic 167 14.5
## 290 M Asian and Pacific Islander 55 10.8
## 291 F Hispanic 215 18
## 292 F Black Non-Hispanic 2725 260.1
## 293 F Not Stated/Unknown . .
## 294 M Not Stated/Unknown 15 .
## 295 F Asian and Pacific Islander 89 15.8
## 296 F Other Race/ Ethnicity 7 .
## 297 M White Non-Hispanic 258 19.2
## 298 M Asian and Pacific Islander 340 64.3
## 299 F Not Stated/Unknown . .
## 300 M Not Stated/Unknown 16 .
## 301 M Not Stated/Unknown 9 .
## 302 M Other Race/ Ethnicity . .
## 303 M White Non-Hispanic 272 20.3
## 304 F Other Race/ Ethnicity 9 .
## 305 F Black Non-Hispanic 279 26.5
## 306 M Asian and Pacific Islander 73 13.8
## 307 M Asian and Pacific Islander 657 114.5
## 308 F White Non-Hispanic 707 49.4
## 309 F Other Race/ Ethnicity 19 .
## 310 M Hispanic 124 11.2
## 311 F Other Race/ Ethnicity . .
## 312 M Not Stated/Unknown 11 .
## 313 M Not Stated/Unknown 8 .
## 314 F Asian and Pacific Islander 35 5.8
## 315 M White Non-Hispanic 388 28.9
## 316 F White Non-Hispanic 518 36.1
## 317 F Other Race/ Ethnicity . .
## 318 M Black Non-Hispanic 196 22.7
## 319 F White Non-Hispanic 563 39.7
## 320 F White Non-Hispanic 379 26.4
## 321 M Other Race/ Ethnicity . .
## 322 F Asian and Pacific Islander 28 4.5
## 323 F Not Stated/Unknown 17 .
## 324 F Asian and Pacific Islander 32 6
## 325 F Not Stated/Unknown . .
## 326 M Black Non-Hispanic 143 16.7
## 327 F White Non-Hispanic 696 49.1
## 328 F Black Non-Hispanic 106 10.1
## 329 F Asian and Pacific Islander 182 35.3
## 330 M White Non-Hispanic 187 14
## 331 F Black Non-Hispanic 115 11
## 332 F Black Non-Hispanic 88 8.4
## 333 F Asian and Pacific Islander 18 3.2
## 334 F White Non-Hispanic 3153 222.5
## 335 M Not Stated/Unknown 9 .
## 336 F Hispanic 70 5.7
## 337 M Asian and Pacific Islander 333 61.6
## 338 M Hispanic 191 16.3
## 339 M Black Non-Hispanic 222 26.1
## 340 F Asian and Pacific Islander 74 13.2
## 341 M Not Stated/Unknown 67 .
## 342 M Asian and Pacific Islander 61 11.7
## 343 M Asian and Pacific Islander 31 5.4
## 344 M Other Race/ Ethnicity 24 .
## 345 M Not Stated/Unknown 62 .
## 346 M Not Stated/Unknown . .
## 347 M Other Race/ Ethnicity 12 .
## 348 M Asian and Pacific Islander 506 99.1
## 349 M Other Race/ Ethnicity 5 .
## 350 F Not Stated/Unknown . .
## 351 M Hispanic 1069 96.7
## 352 F Hispanic 152 12.9
## 353 F Asian and Pacific Islander 339 54.2
## 354 F White Non-Hispanic 4719 332.7
## 355 F Other Race/ Ethnicity 50 .
## 356 M White Non-Hispanic 153 11.4
## 357 M Black Non-Hispanic 131 15.4
## 358 M Not Stated/Unknown 78 .
## 359 M Black Non-Hispanic 2015 236.7
## 360 M Asian and Pacific Islander 54 10.4
## 361 F Asian and Pacific Islander 25 4.4
## 362 M Not Stated/Unknown 14 .
## 363 M Hispanic 1144 99.2
## 364 F Not Stated/Unknown 8 .
## 365 M Not Stated/Unknown 9 .
## 366 F White Non-Hispanic 5016 354.1
## 367 M Not Stated/Unknown . .
## 368 F Asian and Pacific Islander 39 6.7
## 369 F Not Stated/Unknown . .
## 370 F White Non-Hispanic 113 8
## 371 F Asian and Pacific Islander 220 40.1
## 372 F Not Stated/Unknown 27 .
## 373 M Black Non-Hispanic 297 34.9
## 374 F Other Race/ Ethnicity . .
## 375 M Hispanic 162 14.1
## 376 F Black Non-Hispanic 1483 141.9
## 377 F Other Race/ Ethnicity 34 .
## 378 F Hispanic 169 13.6
## 379 F Black Non-Hispanic 267 25.5
## 380 M Black Non-Hispanic 243 28.5
## 381 F White Non-Hispanic 576 40.6
## 382 F Hispanic 1045 85.9
## 383 M Hispanic 173 14.8
## 384 M Asian and Pacific Islander 554 96.5
## 385 F Not Stated/Unknown 79 .
## 386 F Not Stated/Unknown 6 .
## 387 F Hispanic 1316 108.1
## 388 F Asian and Pacific Islander 98 17.2
## 389 M Hispanic 114 10.5
## 390 F White Non-Hispanic 3256 229.6
## 391 F White Non-Hispanic 382 26.7
## 392 M Other Race/ Ethnicity . .
## 393 M Other Race/ Ethnicity 52 .
## 394 F Asian and Pacific Islander 467 77.8
## 395 M Hispanic 1013 92.9
## 396 F Asian and Pacific Islander 34 5.8
## 397 M Asian and Pacific Islander 452 85.5
## 398 F Other Race/ Ethnicity . .
## 399 F Hispanic 1125 90.8
## 400 M Hispanic 132 11.9
## 401 F Not Stated/Unknown 8 .
## 402 F Asian and Pacific Islander 30 5.6
## 403 F White Non-Hispanic 7050 491.4
## 404 F Hispanic 156 12.7
## 405 F White Non-Hispanic 2445 172.6
## 406 F Not Stated/Unknown . .
## 407 M White Non-Hispanic 156 11.6
## 408 M White Non-Hispanic 191 14.2
## 409 M Not Stated/Unknown 60 .
## 410 M Other Race/ Ethnicity . .
## 411 F Not Stated/Unknown 5 .
## 412 M Not Stated/Unknown 9 .
## 413 F Not Stated/Unknown . .
## 414 F White Non-Hispanic 258 18
## 415 M Black Non-Hispanic 285 33.6
## 416 F White Non-Hispanic 3346 232.9
## 417 M Not Stated/Unknown 45 .
## 418 F Other Race/ Ethnicity 29 .
## 419 M Other Race/ Ethnicity 72 .
## 420 M Other Race/ Ethnicity 7 .
## 421 M Hispanic 188 15.9
## 422 M Not Stated/Unknown 11 .
## 423 F Black Non-Hispanic 1268 121
## 424 M Other Race/ Ethnicity 17 .
## 425 F Asian and Pacific Islander 33 5.9
## 426 M Other Race/ Ethnicity 8 .
## 427 M Other Race/ Ethnicity . .
## 428 F Asian and Pacific Islander 461 78.9
## 429 F Asian and Pacific Islander 30 5.3
## 430 F Other Race/ Ethnicity . .
## 431 M White Non-Hispanic 4156 310.3
## 432 M Black Non-Hispanic 134 15.8
## 433 F White Non-Hispanic 3187 224.2
## 434 M Hispanic 140 12.3
## 435 F Not Stated/Unknown 5 .
## 436 F Black Non-Hispanic 70 6.7
## 437 F Hispanic 64 5.1
## 438 M White Non-Hispanic 555 41.3
## 439 F Black Non-Hispanic 79 7.5
## 440 M Other Race/ Ethnicity . .
## 441 F Other Race/ Ethnicity 11 .
## 442 F Hispanic 1135 89.6
## 443 M Asian and Pacific Islander 63 11.4
## 444 M White Non-Hispanic 211 15.7
## 445 F Black Non-Hispanic 87 8.3
## 446 M Hispanic 165 13.8
## 447 F Not Stated/Unknown . .
## 448 M Hispanic 1382 123.1
## 449 F Other Race/ Ethnicity . .
## 450 M Other Race/ Ethnicity 29 .
## 451 M Black Non-Hispanic 1557 183.4
## 452 M Hispanic 1327 121.7
## 453 F Not Stated/Unknown . .
## 454 M Black Non-Hispanic 178 20.9
## 455 F Other Race/ Ethnicity . .
## 456 F White Non-Hispanic 6836 476.2
## 457 F White Non-Hispanic 372 25.9
## 458 M Not Stated/Unknown 10 .
## 459 M Other Race/ Ethnicity . .
## 460 M Hispanic 1195 100.1
## 461 F Not Stated/Unknown . .
## 462 M Not Stated/Unknown 5 .
## 463 M Other Race/ Ethnicity 5 .
## 464 M Other Race/ Ethnicity 10 .
## 465 M Other Race/ Ethnicity 24 .
## 466 M Not Stated/Unknown 14 .
## 467 M Not Stated/Unknown 53 .
## 468 M Asian and Pacific Islander 14 2.8
## 469 F Hispanic 168 13.5
## 470 F Asian and Pacific Islander 21 3.7
## 471 F Not Stated/Unknown 8 .
## 472 M Other Race/ Ethnicity . .
## 473 F Hispanic 68 5.8
## 474 M Hispanic 192 16.3
## 475 M Asian and Pacific Islander 50 8.7
## 476 M Hispanic 122 10.3
## 477 F Black Non-Hispanic 225 21.5
## 478 M Hispanic 1146 97.1
## 479 M Asian and Pacific Islander 91 15.9
## 480 F Hispanic 1261 101
## 481 F Asian and Pacific Islander 320 53.3
## 482 F Other Race/ Ethnicity . .
## 483 M Other Race/ Ethnicity . .
## 484 M White Non-Hispanic 271 20.2
## 485 F Black Non-Hispanic 1768 168.6
## 486 M Asian and Pacific Islander 71 12.8
## 487 F Other Race/ Ethnicity . .
## 488 F Black Non-Hispanic 410 39.3
## 489 M Hispanic 149 13.5
## 490 F Other Race/ Ethnicity 6 .
## 491 M Black Non-Hispanic 1563 182.7
## 492 M Black Non-Hispanic 170 19.9
## 493 M Other Race/ Ethnicity . .
## 494 M White Non-Hispanic 529 39.4
## 495 F Hispanic 126 10.2
## 496 M White Non-Hispanic 277 20.6
## 497 F White Non-Hispanic 458 31.9
## 498 F Black Non-Hispanic 1918 183.2
## 499 F Asian and Pacific Islander 83 15.1
## 500 F Other Race/ Ethnicity 15 .
## 501 F White Non-Hispanic 205 14.3
## 502 F Not Stated/Unknown 94 .
## 503 M Asian and Pacific Islander 47 9.7
## 504 M White Non-Hispanic 123 9.2
## 505 M White Non-Hispanic 3990 297.1
## 506 M White Non-Hispanic 177 13.3
## 507 M White Non-Hispanic 261 19.5
## 508 M Asian and Pacific Islander 71 12.4
## 509 F Hispanic 969 83
## 510 M Not Stated/Unknown 96 .
## 511 F White Non-Hispanic 206 14.5
## 512 M Not Stated/Unknown 8 .
## 513 F Not Stated/Unknown . .
## 514 F Other Race/ Ethnicity 31 .
## 515 M Asian and Pacific Islander 43 8.9
## 516 M White Non-Hispanic 221 16.4
## 517 F Black Non-Hispanic 1557 149.1
## 518 M White Non-Hispanic 3132 232.7
## 519 M Asian and Pacific Islander 84 16.5
## 520 F Hispanic 1445 122.3
## 521 M Not Stated/Unknown 6 .
## 522 F Black Non-Hispanic 93 8.9
## 523 F Other Race/ Ethnicity 6 .
## 524 M Other Race/ Ethnicity . .
## 525 M Black Non-Hispanic 307 36
## 526 M Other Race/ Ethnicity 6 .
## 527 F Not Stated/Unknown 6 .
## 528 F Other Race/ Ethnicity 41 .
## 529 M Asian and Pacific Islander 30 5.8
## 530 M Asian and Pacific Islander 53 10.6
## 531 F White Non-Hispanic 2444 172.3
## 532 F Other Race/ Ethnicity 48 .
## 533 M Other Race/ Ethnicity . .
## 534 F Hispanic 1025 83.7
## 535 F Not Stated/Unknown . .
## 536 F Hispanic 56 4.7
## 537 F Black Non-Hispanic 144 13.8
## 538 F Asian and Pacific Islander 414 73.6
## 539 M White Non-Hispanic 153 11.4
## 540 F Asian and Pacific Islander 14 2.5
## 541 F White Non-Hispanic 180 12.7
## 542 M Asian and Pacific Islander 53 11
## 543 M Hispanic 183 16.3
## 544 M Asian and Pacific Islander 31 6.2
## 545 F White Non-Hispanic 629 43.8
## 546 F Hispanic 1085 88.6
## 547 F White Non-Hispanic 4507 318
## 548 F Asian and Pacific Islander 22 4.3
## 549 F Hispanic 227 19.2
## 550 F Hispanic 222 17.8
## 551 M Other Race/ Ethnicity . .
## 552 M Black Non-Hispanic 223 26.1
## 553 M White Non-Hispanic 1824 135.9
## 554 F Black Non-Hispanic 240 23
## 555 M Other Race/ Ethnicity 5 .
## 556 F Hispanic 101 8.2
## 557 M White Non-Hispanic 292 21.7
## 558 M Other Race/ Ethnicity 18 .
## 559 M Other Race/ Ethnicity . .
## 560 M Other Race/ Ethnicity . .
## 561 F Hispanic 228 19.3
## 562 F White Non-Hispanic 2595 182.5
## 563 M Not Stated/Unknown 8 .
## 564 F Asian and Pacific Islander 36 6.8
## 565 M Other Race/ Ethnicity 11 .
## 566 M Asian and Pacific Islander 56 10.4
## 567 F Hispanic 113 9.6
## 568 F Black Non-Hispanic 1305 124.6
## 569 M White Non-Hispanic 399 29.7
## 570 F Not Stated/Unknown 53 .
## 571 M Not Stated/Unknown 32 .
## 572 M Black Non-Hispanic 267 31.3
## 573 F Other Race/ Ethnicity . .
## 574 M Other Race/ Ethnicity 36 .
## 575 F Not Stated/Unknown 41 .
## 576 M White Non-Hispanic 3356 250.9
## 577 M White Non-Hispanic 285 21.3
## 578 F Not Stated/Unknown . .
## 579 F Black Non-Hispanic 295 28
## 580 F Asian and Pacific Islander 37 6.7
## 581 M White Non-Hispanic 4220 316.4
## 582 F Hispanic 104 8.8
## 583 M Not Stated/Unknown 7 .
## 584 F White Non-Hispanic 1680 117.1
## 585 M Not Stated/Unknown 10 .
## 586 F Asian and Pacific Islander 395 76.7
## 587 M Not Stated/Unknown 12 .
## 588 F Other Race/ Ethnicity . .
## 589 M Not Stated/Unknown 24 .
## 590 F Other Race/ Ethnicity 40 .
## 591 M Asian and Pacific Islander 61 11.5
## 592 F Black Non-Hispanic 273 26.1
## 593 M Black Non-Hispanic 1216 143.2
## 594 F Asian and Pacific Islander 47 8.8
## 595 F Hispanic 219 18
## 596 M Asian and Pacific Islander 18 3.5
## 597 F White Non-Hispanic 276 19.5
## 598 F Asian and Pacific Islander 448 81.6
## 599 M White Non-Hispanic 314 23.4
## 600 M Black Non-Hispanic 286 33.7
## 601 F Black Non-Hispanic 384 36.6
## 602 M Asian and Pacific Islander 70 13
## 603 M White Non-Hispanic 258 19.3
## 604 F Not Stated/Unknown . .
## 605 F Hispanic 78 6.7
## 606 F Asian and Pacific Islander 80 13.3
## 607 F Other Race/ Ethnicity 8 .
## 608 F Black Non-Hispanic 384 36.7
## 609 M Other Race/ Ethnicity 25 .
## 610 M Black Non-Hispanic 135 15.8
## 611 M Black Non-Hispanic 191 22.3
## 612 F Asian and Pacific Islander 26 4.9
## 613 F Other Race/ Ethnicity . .
## 614 M Hispanic 143 12.2
## 615 M Not Stated/Unknown 8 .
## 616 M Other Race/ Ethnicity . .
## 617 M Asian and Pacific Islander 622 115.1
## 618 M Asian and Pacific Islander 68 11.9
## 619 M Black Non-Hispanic 200 23.4
## 620 F Hispanic 1082 86.7
## 621 M Not Stated/Unknown 47 .
## 622 M Not Stated/Unknown 14 .
## 623 M Asian and Pacific Islander 221 45.7
## 624 M Asian and Pacific Islander 17 3.3
## 625 M Black Non-Hispanic 154 18.1
## 626 F Black Non-Hispanic 2243 214.3
## 627 M Other Race/ Ethnicity . .
## 628 F Other Race/ Ethnicity 5 .
## 629 M Asian and Pacific Islander 554 108.5
## 630 F Not Stated/Unknown . .
## 631 M Asian and Pacific Islander 531 95.8
## 632 F Black Non-Hispanic 166 15.8
## 633 F Black Non-Hispanic 1536 146.4
## 634 M Not Stated/Unknown 8 .
## 635 F Hispanic 218 17.2
## 636 F Hispanic 1007 82.7
## 637 F Hispanic 885 74.9
## 638 F White Non-Hispanic 501 35
## 639 M Asian and Pacific Islander 18 3.7
## 640 M Not Stated/Unknown . .
## 641 F Hispanic 1154 91.1
## 642 F Black Non-Hispanic 83 7.9
## 643 M Black Non-Hispanic 163 19.1
## 644 F Other Race/ Ethnicity . .
## 645 M Black Non-Hispanic 171 20.1
## 646 F Other Race/ Ethnicity . .
## 647 F Asian and Pacific Islander 398 72.5
## 648 M Black Non-Hispanic 1532 177.5
## 649 F Other Race/ Ethnicity . .
## 650 M White Non-Hispanic 265 19.7
## 651 F Hispanic 164 14
## 652 F Black Non-Hispanic 380 36.3
## 653 F Black Non-Hispanic 275 26.2
## 654 M Other Race/ Ethnicity 5 .
## 655 F Asian and Pacific Islander 428 83.1
## 656 M White Non-Hispanic 530 39.6
## 657 F Black Non-Hispanic 204 19.5
## 658 M Not Stated/Unknown 8 .
## 659 M Asian and Pacific Islander 35 6.9
## 660 F Not Stated/Unknown . .
## 661 M Black Non-Hispanic 277 32.5
## 662 F Black Non-Hispanic 2269 217.1
## 663 F Black Non-Hispanic 271 25.9
## 664 F Black Non-Hispanic 1756 167.6
## 665 M Other Race/ Ethnicity . .
## 666 M Asian and Pacific Islander 48 9.6
## 667 M Not Stated/Unknown 73 .
## 668 M White Non-Hispanic 272 20.3
## 669 F White Non-Hispanic 184 13
## 670 M White Non-Hispanic 245 18.3
## 671 M Asian and Pacific Islander 90 18.1
## 672 M Asian and Pacific Islander 105 18.3
## 673 F Asian and Pacific Islander 50 8.3
## 674 M Not Stated/Unknown . .
## 675 F Hispanic 71 5.8
## 676 F Hispanic 220 17.4
## 677 M Hispanic 1199 102.6
## 678 M Hispanic 154 14.1
## 679 F Other Race/ Ethnicity . .
## 680 F Asian and Pacific Islander 28 5
## 681 F Not Stated/Unknown 36 .
## 682 F Black Non-Hispanic 358 34
## 683 F Black Non-Hispanic 1912 182.9
## 684 F Not Stated/Unknown 108 .
## 685 F Black Non-Hispanic 318 30.4
## 686 M Other Race/ Ethnicity 38 .
## 687 F Hispanic 66 5.2
## 688 M Other Race/ Ethnicity 10 .
## 689 M Other Race/ Ethnicity . .
## 690 M Hispanic 1307 110.7
## 691 M Not Stated/Unknown . .
## 692 F Hispanic 190 16.3
## 693 F Hispanic 95 7.8
## 694 F Asian and Pacific Islander 437 72.8
## 695 F Other Race/ Ethnicity 38 .
## 696 M Black Non-Hispanic 274 31.9
## 697 F Other Race/ Ethnicity . .
## 698 M Black Non-Hispanic 1840 215.7
## 699 M White Non-Hispanic 237 17.7
## 700 F Other Race/ Ethnicity . .
## 701 F White Non-Hispanic 1684 117.2
## 702 M Hispanic 142 12
## 703 M Not Stated/Unknown 10 .
## 704 F Asian and Pacific Islander 17 3.1
## 705 M Asian and Pacific Islander 102 18.4
## 706 F Other Race/ Ethnicity . .
## 707 M White Non-Hispanic 245 18.3
## 708 M White Non-Hispanic 175 13
## 709 F White Non-Hispanic 622 43.7
## 710 M Asian and Pacific Islander 76 14.1
## 711 M Asian and Pacific Islander 94 17.8
## 712 F Not Stated/Unknown 6 .
## 713 F Hispanic 96 8
## 714 F Other Race/ Ethnicity . .
## 715 F Hispanic 1349 112.7
## 716 M Black Non-Hispanic 1868 217.7
## 717 M Hispanic 191 16
## 718 M Not Stated/Unknown . .
## 719 F Other Race/ Ethnicity . .
## 720 M Not Stated/Unknown 16 .
## 721 M Not Stated/Unknown 15 .
## 722 M Not Stated/Unknown . .
## 723 M Asian and Pacific Islander 33 6
## 724 F Not Stated/Unknown 43 .
## 725 F White Non-Hispanic 659 45.9
## 726 M White Non-Hispanic 371 27.6
## 727 M Asian and Pacific Islander 46 8.8
## 728 M Black Non-Hispanic 137 16.1
## 729 M White Non-Hispanic 5632 421
## 730 F Other Race/ Ethnicity 5 .
## 731 F White Non-Hispanic 1706 118.9
## 732 F Other Race/ Ethnicity . .
## 733 M Other Race/ Ethnicity . .
## 734 M White Non-Hispanic 297 22.2
## 735 M Hispanic 158 13.4
## 736 F Black Non-Hispanic 75 7.2
## 737 F Asian and Pacific Islander 13 2.4
## 738 F Black Non-Hispanic 107 10.2
## 739 F Not Stated/Unknown 48 .
## 740 M Asian and Pacific Islander 25 5.2
## 741 M Asian and Pacific Islander 550 104.1
## 742 M Other Race/ Ethnicity . .
## 743 F Other Race/ Ethnicity 7 .
## 744 M Not Stated/Unknown 7 .
## 745 F Hispanic 775 64.7
## 746 F Asian and Pacific Islander 394 70.1
## 747 M Hispanic 209 18.1
## 748 F Black Non-Hispanic 191 18.2
## 749 F Not Stated/Unknown . .
## 750 M Asian and Pacific Islander 46 9.2
## 751 M Other Race/ Ethnicity 5 .
## 752 F Not Stated/Unknown 76 .
## 753 F White Non-Hispanic 118 8.3
## 754 F Other Race/ Ethnicity . .
## 755 M Not Stated/Unknown 92 .
## 756 F Not Stated/Unknown 5 .
## 757 F Not Stated/Unknown . .
## 758 M Other Race/ Ethnicity 14 .
## 759 M Not Stated/Unknown 11 .
## 760 F Hispanic 84 7
## 761 M Black Non-Hispanic 2121 248.9
## 762 M Black Non-Hispanic 246 28.9
## 763 M Not Stated/Unknown 6 .
## 764 M Hispanic 143 12.7
## 765 M Hispanic 196 17.5
## 766 M Other Race/ Ethnicity 5 .
## 767 F Other Race/ Ethnicity . .
## 768 F Asian and Pacific Islander 61 11.1
## 769 F Other Race/ Ethnicity 43 .
## 770 M Not Stated/Unknown 19 .
## 771 F White Non-Hispanic 155 10.8
## 772 M White Non-Hispanic 204 15.2
## 773 M Black Non-Hispanic 242 28
## 774 F Not Stated/Unknown 9 .
## 775 M Black Non-Hispanic 184 21.5
## 776 M Not Stated/Unknown 8 .
## 777 M Black Non-Hispanic 329 38.7
## 778 F Black Non-Hispanic 163 15.5
## 779 F White Non-Hispanic 222 15.7
## 780 F Asian and Pacific Islander 30 5.5
## 781 M Hispanic 1201 104.2
## 782 M Black Non-Hispanic 1246 146.7
## 783 F Asian and Pacific Islander 402 70.5
## 784 M Black Non-Hispanic 186 21.5
## 785 M White Non-Hispanic 1749 130.7
## 786 F Not Stated/Unknown 95 .
## 787 F Black Non-Hispanic 188 18
## 788 F White Non-Hispanic 135 9.5
## 789 M Black Non-Hispanic 134 15.8
## 790 M White Non-Hispanic 3236 240.5
## 791 F Other Race/ Ethnicity . .
## 792 M Black Non-Hispanic 1230 144.5
## 793 M Asian and Pacific Islander 473 95
## 794 M Not Stated/Unknown 46 .
## 795 M Black Non-Hispanic 1592 185.5
## 796 F Other Race/ Ethnicity 21 .
## 797 M Asian and Pacific Islander 48 9.4
## 798 F Other Race/ Ethnicity . .
## 799 F Other Race/ Ethnicity . .
## 800 M Asian and Pacific Islander 424 73.9
## 801 F Asian and Pacific Islander 46 8.1
## 802 M Asian and Pacific Islander 36 7.4
## 803 F Black Non-Hispanic 192 18.3
## 804 F Hispanic 1097 91.6
## 805 F Other Race/ Ethnicity 66 .
## 806 M Black Non-Hispanic 158 18.5
## 807 F Hispanic 54 4.4
## 808 M Asian and Pacific Islander 28 4.9
## 809 M White Non-Hispanic 290 21.7
## 810 M Hispanic 1126 96.4
## 811 F Not Stated/Unknown . .
## 812 F White Non-Hispanic 151 10.5
## 813 F Not Stated/Unknown . .
## 814 F Asian and Pacific Islander 327 56
## 815 F Hispanic 228 18.7
## 816 M Other Race/ Ethnicity . .
## 817 F Black Non-Hispanic 1735 165.7
## 818 F White Non-Hispanic 193 13.4
## 819 F Asian and Pacific Islander 26 4.2
## 820 F Asian and Pacific Islander 34 6.6
## 821 F Not Stated/Unknown 15 .
## 822 M Black Non-Hispanic 1320 154.3
## 823 F Hispanic 1149 92.1
## 824 M Black Non-Hispanic 1337 156.7
## 825 F Asian and Pacific Islander 22 3.8
## 826 F Hispanic 204 16.3
## 827 F Not Stated/Unknown . .
## 828 M Black Non-Hispanic 1375 159.3
## 829 F Not Stated/Unknown 14 .
## 830 M Black Non-Hispanic 154 18.1
## 831 M Asian and Pacific Islander 55 10.2
## 832 F Hispanic 221 17.7
## 833 M Other Race/ Ethnicity . .
## 834 M Asian and Pacific Islander 96 17.3
## 835 M Black Non-Hispanic 242 28.3
## 836 F White Non-Hispanic 238 16.7
## 837 F White Non-Hispanic 3438 240.4
## 838 M Other Race/ Ethnicity 8 .
## 839 F Black Non-Hispanic 259 24.7
## 840 F Black Non-Hispanic 2535 242.1
## 841 F Asian and Pacific Islander 73 13.7
## 842 M Other Race/ Ethnicity 11 .
## 843 M Hispanic 177 16.2
## 844 F White Non-Hispanic 229 15.9
## 845 M Not Stated/Unknown 10 .
## 846 F Hispanic 1109 89.5
## 847 M Hispanic 1330 120.3
## 848 M White Non-Hispanic 148 11
## 849 M Not Stated/Unknown 99 .
## 850 M White Non-Hispanic 286 21.4
## 851 M Not Stated/Unknown 8 .
## 852 F Not Stated/Unknown 8 .
## 853 F Hispanic 71 6.1
## 854 M Hispanic 1167 102.1
## 855 M Other Race/ Ethnicity . .
## 856 M Not Stated/Unknown 151 .
## 857 F Hispanic 116 9.9
## 858 F Other Race/ Ethnicity . .
## 859 F Black Non-Hispanic 214 20.5
## 860 M Hispanic 1193 101
## 861 M Not Stated/Unknown . .
## 862 F Hispanic 1418 121.5
## 863 M Hispanic 145 12.1
## 864 M Hispanic 191 17.3
## 865 F Hispanic 1046 88.5
## 866 M Black Non-Hispanic 255 30
## 867 M Black Non-Hispanic 147 17.3
## 868 M Asian and Pacific Islander 496 102.5
## 869 F Not Stated/Unknown 5 .
## 870 M Black Non-Hispanic 174 20.3
## 871 M White Non-Hispanic 182 13.6
## 872 F Hispanic 63 5.3
## 873 M Asian and Pacific Islander 56 11.6
## 874 F White Non-Hispanic 515 36.3
## 875 M Asian and Pacific Islander 19 3.6
## 876 M Asian and Pacific Islander 29 5.2
## 877 M Hispanic 183 16.8
## 878 M Black Non-Hispanic 300 35
## 879 F White Non-Hispanic 107 7.5
## 880 M Other Race/ Ethnicity . .
## 881 M Not Stated/Unknown . .
## 882 F Not Stated/Unknown . .
## 883 F Asian and Pacific Islander 13 2.5
## 884 M Not Stated/Unknown 25 .
## 885 M Not Stated/Unknown 13 .
## 886 M Not Stated/Unknown . .
## 887 M Other Race/ Ethnicity 25 .
## 888 F Other Race/ Ethnicity 5 .
## 889 M White Non-Hispanic 345 25.8
## 890 F Other Race/ Ethnicity . .
## 891 F Not Stated/Unknown 42 .
## 892 F Not Stated/Unknown 111 .
## 893 F Not Stated/Unknown . .
## 894 F White Non-Hispanic 75 5.2
## 895 F White Non-Hispanic 3371 238
## 896 F Asian and Pacific Islander 451 79.1
## 897 F Asian and Pacific Islander 58 11.3
## 898 F Asian and Pacific Islander 456 85.6
## 899 M Black Non-Hispanic 1341 156.3
## 900 M Not Stated/Unknown 99 .
## 901 M Asian and Pacific Islander 108 20.7
## 902 F Black Non-Hispanic 90 8.6
## 903 F Asian and Pacific Islander 29 5.6
## 904 M Other Race/ Ethnicity 39 .
## 905 F White Non-Hispanic 240 16.9
## 906 M Hispanic 126 11.6
## 907 M Hispanic 172 15.6
## 908 M Hispanic 132 11.3
## 909 F Other Race/ Ethnicity 33 .
## 910 M White Non-Hispanic 3222 241.6
## 911 F Not Stated/Unknown 26 .
## 912 F Asian and Pacific Islander 55 10
## 913 M Hispanic 1251 107.1
## 914 F Other Race/ Ethnicity 68 .
## 915 M Hispanic 1281 107.3
## 916 M White Non-Hispanic 286 21.2
## 917 M Asian and Pacific Islander 20 3.7
## 918 F Not Stated/Unknown 29 .
## 919 M Not Stated/Unknown 7 .
## 920 F Not Stated/Unknown 18 .
## 921 F Not Stated/Unknown 6 .
## 922 M Black Non-Hispanic 152 17.8
## 923 M Hispanic 1354 118.5
## 924 F Not Stated/Unknown . .
## 925 F White Non-Hispanic 247 17.3
## 926 F Asian and Pacific Islander 36 5.8
## 927 F Hispanic 179 14.6
## 928 M White Non-Hispanic 254 19
## 929 M Other Race/ Ethnicity 7 .
## 930 F Not Stated/Unknown 82 .
## 931 M Asian and Pacific Islander 64 12.3
## 932 M White Non-Hispanic 165 12.3
## 933 F Not Stated/Unknown 50 .
## 934 F Not Stated/Unknown 9 .
## 935 F Other Race/ Ethnicity . .
## 936 F Hispanic 1230 97.1
## 937 M White Non-Hispanic 227 16.9
## 938 F White Non-Hispanic 151 10.5
## 939 F Black Non-Hispanic 274 26.1
## 940 F White Non-Hispanic 215 15
## 941 M Other Race/ Ethnicity 5 .
## 942 F Asian and Pacific Islander 50 8
## 943 M White Non-Hispanic 272 20.4
## 944 M White Non-Hispanic 249 18.5
## 945 M Asian and Pacific Islander 52 10.4
## 946 F White Non-Hispanic 166 11.7
## 947 F Black Non-Hispanic 227 21.7
## 948 M Other Race/ Ethnicity . .
## 949 F Hispanic 205 17.6
## 950 F White Non-Hispanic 472 32.9
## 951 F Black Non-Hispanic 90 8.6
## 952 F Asian and Pacific Islander 74 12.7
## 953 F Not Stated/Unknown 36 .
## 954 M Not Stated/Unknown 10 .
## 955 F Other Race/ Ethnicity 19 .
## 956 M Asian and Pacific Islander 49 9.3
## 957 M Other Race/ Ethnicity 36 .
## 958 F Asian and Pacific Islander 17 3
## 959 F Black Non-Hispanic 76 7.3
## 960 M Black Non-Hispanic 318 36.8
## 961 M Not Stated/Unknown 17 .
## 962 M Other Race/ Ethnicity 5 .
## 963 M Black Non-Hispanic 1540 180.9
## 964 M Other Race/ Ethnicity 7 .
## 965 M Other Race/ Ethnicity 63 .
## 966 F Black Non-Hispanic 2365 226.4
## 967 F Hispanic 820 70.2
## 968 M Not Stated/Unknown 10 .
## 969 M White Non-Hispanic 614 45.8
## 970 M Other Race/ Ethnicity 39 .
## 971 F Asian and Pacific Islander 102 17.5
## 972 M Asian and Pacific Islander 41 7.4
## 973 M Asian and Pacific Islander 79 15
## 974 M Black Non-Hispanic 356 41.9
## 975 M White Non-Hispanic 2293 170.3
## 976 M Other Race/ Ethnicity 12 .
## 977 F Hispanic 63 5
## 978 F Not Stated/Unknown 9 .
## 979 F Black Non-Hispanic 252 24
## 980 M Not Stated/Unknown 8 .
## 981 M White Non-Hispanic 279 20.7
## 982 F Other Race/ Ethnicity . .
## 983 F Other Race/ Ethnicity 6 .
## 984 M Other Race/ Ethnicity 50 .
## 985 M Hispanic 189 17.3
## 986 F Other Race/ Ethnicity 22 .
## 987 F Black Non-Hispanic 398 37.9
## 988 F White Non-Hispanic 253 17.9
## 989 M Black Non-Hispanic 1590 186.4
## 990 M Asian and Pacific Islander 58 11.4
## 991 M Hispanic 189 16.5
## 992 F Other Race/ Ethnicity . .
## 993 F Hispanic 90 7.3
## 994 F Hispanic 142 11.2
## 995 M White Non-Hispanic 3184 237.7
## 996 F White Non-Hispanic 2578 181.9
## 997 F Hispanic 120 9.6
## 998 M Other Race/ Ethnicity . .
## 999 F Hispanic 58 4.8
## 1000 M Hispanic 103 8.8
## 1001 F White Non-Hispanic 3518 245.2
## 1002 F Other Race/ Ethnicity . .
## 1003 F Asian and Pacific Islander 462 73.8
## 1004 F Other Race/ Ethnicity 22 .
## 1005 M Asian and Pacific Islander 66 13.6
## 1006 F Not Stated/Unknown 12 .
## 1007 F Other Race/ Ethnicity 8 .
## 1008 F Other Race/ Ethnicity . .
## 1009 F White Non-Hispanic 86 6
## 1010 M Other Race/ Ethnicity . .
## 1011 M Hispanic 988 90.6
## 1012 M White Non-Hispanic 267 20
## 1013 F Hispanic 156 12.8
## 1014 M Asian and Pacific Islander 26 5.1
## 1015 M Black Non-Hispanic 184 21.4
## 1016 F Asian and Pacific Islander 112 17.9
## 1017 F White Non-Hispanic 199 14
## 1018 F Asian and Pacific Islander 33 5.6
## 1019 M White Non-Hispanic 1818 135.1
## 1020 M White Non-Hispanic 5168 384.2
## 1021 M Hispanic 145 12.9
## 1022 F Black Non-Hispanic 152 14.5
## 1023 F White Non-Hispanic 228 16.1
## 1024 F Asian and Pacific Islander 15 2.5
## 1025 F White Non-Hispanic 263 18.5
## 1026 F Black Non-Hispanic 248 23.6
## 1027 M Asian and Pacific Islander 308 59.2
## 1028 F Black Non-Hispanic 220 21
## 1029 M Black Non-Hispanic 147 17.3
## 1030 M Not Stated/Unknown 6 .
## 1031 M White Non-Hispanic 437 32.5
## 1032 F Hispanic 200 16.1
## 1033 F Not Stated/Unknown . .
## 1034 F Hispanic 83 6.8
## 1035 M Asian and Pacific Islander 83 15.9
## 1036 F Not Stated/Unknown 14 .
## 1037 M Hispanic 222 20.1
## 1038 F Black Non-Hispanic 281 26.8
## 1039 M Not Stated/Unknown 139 .
## 1040 F Other Race/ Ethnicity . .
## 1041 F Asian and Pacific Islander 32 6.2
## 1042 M White Non-Hispanic 540 40.3
## 1043 M Hispanic 1067 95
## 1044 F Asian and Pacific Islander 502 80.2
## 1045 F Hispanic 60 4.8
## 1046 F White Non-Hispanic 427 30
## 1047 M White Non-Hispanic 199 14.9
## 1048 M White Non-Hispanic 5503 410
## 1049 F Other Race/ Ethnicity 5 .
## 1050 M Other Race/ Ethnicity 7 .
## 1051 M Black Non-Hispanic 229 26.9
## 1052 F White Non-Hispanic 466 32.9
## 1053 M Asian and Pacific Islander 238 47.8
## 1054 F Other Race/ Ethnicity 6 .
## 1055 M Not Stated/Unknown 13 .
## 1056 F Hispanic 168 13.8
## 1057 M Other Race/ Ethnicity 32 .
## 1058 F Black Non-Hispanic 410 39.2
## 1059 F Not Stated/Unknown . .
## 1060 M White Non-Hispanic 271 20.1
## 1061 M Not Stated/Unknown . .
## 1062 M Hispanic 147 12.8
## 1063 M Black Non-Hispanic 155 18
## 1064 F White Non-Hispanic 5351 374.2
## 1065 F Not Stated/Unknown . .
## 1066 M Hispanic 1057 92.5
## 1067 F White Non-Hispanic 210 14.6
## 1068 M Asian and Pacific Islander 40 7.4
## 1069 M White Non-Hispanic 246 18.3
## 1070 F Black Non-Hispanic 87 8.3
## 1071 F Black Non-Hispanic 1230 116.8
## 1072 M Other Race/ Ethnicity 33 .
## 1073 M Not Stated/Unknown 70 .
## 1074 F White Non-Hispanic 163 11.4
## 1075 F Other Race/ Ethnicity 8 .
## 1076 F White Non-Hispanic 178 12.4
## 1077 F Black Non-Hispanic 221 21.1
## 1078 M Hispanic 1080 97.7
## 1079 F Hispanic 103 8.3
## 1080 M Hispanic 199 16.7
## 1081 M Black Non-Hispanic 1523 178.7
## 1082 M Hispanic 123 10.7
## 1083 F Other Race/ Ethnicity . .
## 1084 M Not Stated/Unknown 10 .
## 1085 F Not Stated/Unknown 7 .
## 1086 F Hispanic 1263 102
## 1087 F Hispanic 193 15.2
## 1088 M Black Non-Hispanic 279 32.8
## 1089 F Not Stated/Unknown 15 .
## 1090 M Hispanic 145 12.6
## 1091 M Hispanic 233 19.7
## 1092 F White Non-Hispanic 231 16.1
## 1093 F Other Race/ Ethnicity . .
## 1094 M White Non-Hispanic 292 21.8
## 1095 F Asian and Pacific Islander 28 4.311
## 1096 F Asian and Pacific Islander 33 5.081
## 1097 M Asian and Pacific Islander 30 5.107
## 1098 M Asian and Pacific Islander 30 5.107
## 1099 M Asian and Pacific Islander 30 5.107
## 1100 F Hispanic 71 5.613
## 1101 F Asian and Pacific Islander 40 6.159
## 1102 F Not Stated/Unknown 6 6.725
## 1103 F Not Stated/Unknown 6 6.725
## 1104 F Not Stated/Unknown 6 6.725
## 1105 M Asian and Pacific Islander 46 7.831
## 1106 F Not Stated/Unknown 7 7.846
## 1107 F Non-Hispanic Black 80 7.913
## 1108 F Hispanic 107 8.459
## 1109 F Non-Hispanic White 120 8.707
## 1110 M Hispanic 110 9.286
## 1111 F Asian and Pacific Islander 61 9.392
## 1112 M Asian and Pacific Islander 57 9.704
## 1113 F Asian and Pacific Islander 66 10.162
## 1114 F Not Stated/Unknown 10 11.209
## 1115 F Hispanic 152 12.017
## 1116 F Asian and Pacific Islander 79 12.163
## 1117 F Non-Hispanic Black 123 12.166
## 1118 M Hispanic 146 12.325
## 1119 F Not Stated/Unknown 11 12.33
## 1120 F Non-Hispanic White 177 12.843
## 1121 F Non-Hispanic White 180 13.061
## 1122 F Asian and Pacific Islander 85 13.087
## 1123 M Hispanic 157 13.254
## 1124 M Asian and Pacific Islander 78 13.279
## 1125 M Non-Hispanic White 177 13.449
## 1126 F Not Stated/Unknown 12 13.451
## 1127 M Asian and Pacific Islander 84 14.301
## 1128 M Hispanic 171 14.436
## 1129 F Not Stated/Unknown 13 14.572
## 1130 M Non-Hispanic Black 129 15.392
## 1131 M Non-Hispanic White 208 15.805
## 1132 F Non-Hispanic Black 160 15.826
## 1133 M Not Stated/Unknown 13 16.275
## 1134 M Not Stated/Unknown 13 16.275
## 1135 M Hispanic 193 16.293
## 1136 F Hispanic 211 16.681
## 1137 M Asian and Pacific Islander 99 16.855
## 1138 M Hispanic 200 16.884
## 1139 M Asian and Pacific Islander 102 17.365
## 1140 M Not Stated/Unknown 14 17.527
## 1141 F Asian and Pacific Islander 114 17.552
## 1142 F Hispanic 225 17.788
## 1143 M Non-Hispanic Black 152 18.136
## 1144 F Non-Hispanic White 253 18.358
## 1145 M Non-Hispanic White 244 18.54
## 1146 F Hispanic 236 18.658
## 1147 F Hispanic 243 19.211
## 1148 F Hispanic 244 19.29
## 1149 M Asian and Pacific Islander 117 19.919
## 1150 M Hispanic 236 19.923
## 1151 M Not Stated/Unknown 16 20.031
## 1152 M Non-Hispanic Black 173 20.642
## 1153 M Non-Hispanic Black 176 21
## 1154 M Not Stated/Unknown 17 21.283
## 1155 M Non-Hispanic White 296 22.491
## 1156 M Not Stated/Unknown 18 22.535
## 1157 M Non-Hispanic White 307 23.327
## 1158 F Non-Hispanic Black 244 24.135
## 1159 F Non-Hispanic Black 257 25.421
## 1160 M Non-Hispanic Black 217 25.892
## 1161 F Non-Hispanic White 369 26.774
## 1162 F Non-Hispanic Black 276 27.3
## 1163 M Not Stated/Unknown 22 27.542
## 1164 M Non-Hispanic White 364 27.658
## 1165 F Non-Hispanic White 391 28.371
## 1166 M Non-Hispanic Black 240 28.637
## 1167 M Not Stated/Unknown 23 28.794
## 1168 F Non-Hispanic White 403 29.241
## 1169 F Non-Hispanic Black 299 29.575
## 1170 M Non-Hispanic White 413 31.381
## 1171 M Non-Hispanic Black 271 32.335
## 1172 M Hispanic 392 33.093
## 1173 M Non-Hispanic White 436 33.129
## 1174 F Non-Hispanic White 477 34.611
## 1175 M Not Stated/Unknown 28 35.054
## 1176 F Non-Hispanic Black 407 40.258
## 1177 M Non-Hispanic Black 357 42.597
## 1178 F Asian and Pacific Islander 428 65.897
## 1179 F Not Stated/Unknown 59 66.132
## 1180 M Asian and Pacific Islander 437 74.399
## 1181 F Not Stated/Unknown 68 76.22
## 1182 F Asian and Pacific Islander 590 90.84
## 1183 F Hispanic 1157 91.47
## 1184 F Hispanic 1182 93.446
## 1185 F Asian and Pacific Islander 610 93.919
## 1186 M Hispanic 1230 103.837
## 1187 M Hispanic 1305 110.169
## 1188 F Hispanic 1493 118.033
## 1189 M Asian and Pacific Islander 700 119.174
## 1190 M Not Stated/Unknown 96 120.185
## 1191 M Asian and Pacific Islander 711 121.047
## 1192 M Hispanic 1480 124.942
## 1193 M Not Stated/Unknown 105 131.452
## 1194 F Non-Hispanic Black 1541 152.425
## 1195 F Not Stated/Unknown 145 162.529
## 1196 F Non-Hispanic White 2354 170.805
## 1197 M Non-Hispanic White 2253 171.19
## 1198 M Non-Hispanic Black 1485 177.189
## 1199 M Non-Hispanic Black 1538 183.513
## 1200 F Non-Hispanic Black 1858 183.781
## 1201 M Not Stated/Unknown 169 211.575
## 1202 F Non-Hispanic White 2949 213.978
## 1203 M Non-Hispanic White 2834 215.337
## 1204 F Non-Hispanic Black 2552 252.426
## 1205 M Non-Hispanic Black 2250 268.468
## 1206 M Non-Hispanic White 3959 300.818
## 1207 F Non-Hispanic White 4248 308.233
## 1208 M Other Race/ Ethnicity 82
## 1209 M Other Race/ Ethnicity 36
## 1210 M Other Race/ Ethnicity 13
## 1211 M Other Race/ Ethnicity 11
## 1212 M Other Race/ Ethnicity 9
## 1213 M Other Race/ Ethnicity 8
## 1214 M Other Race/ Ethnicity 7
## 1215 M Other Race/ Ethnicity 6
## 1216 M Other Race/ Ethnicity 6
## 1217 M Other Race/ Ethnicity 6
## 1218 M Other Race/ Ethnicity 55
## 1219 F Other Race/ Ethnicity 55
## 1220 F Other Race/ Ethnicity 32
## 1221 F Other Race/ Ethnicity 10
## 1222 F Other Race/ Ethnicity 9
## 1223 F Other Race/ Ethnicity 9
## 1224 F Other Race/ Ethnicity 8
## 1225 F Other Race/ Ethnicity 3
## 1226 F Other Race/ Ethnicity 3
## 1227 F Other Race/ Ethnicity 2
## 1228 F Other Race/ Ethnicity 2
## 1229 F Other Race/ Ethnicity 2
## 1230 F Other Race/ Ethnicity 2
## 1231 F Other Race/ Ethnicity 35
## 1232 Male Hispanic 1603 136.8029917
## 1233 Male Hispanic 1163 99.25257604
## 1234 Male Hispanic 423 36.09960418
## 1235 Male Hispanic 245 20.9087542
## 1236 Male Hispanic 182 15.5322174
## 1237 Male Hispanic 182 15.5322174
## 1238 Male Hispanic 174 14.84948257
## 1239 Male Hispanic 171 14.59345701
## 1240 Male Hispanic 170 14.50811516
## 1241 Male Hispanic 135 11.52115027
## 1242 Male Hispanic 1396 119.137228
## 1243 Male Asian and Pacific Islander 731 124.7523299
## 1244 Male Asian and Pacific Islander 670 114.3420808
## 1245 Male Asian and Pacific Islander 104 17.7486215
## 1246 Male Asian and Pacific Islander 92 15.70070363
## 1247 Male Asian and Pacific Islander 80 13.65278577
## 1248 Male Asian and Pacific Islander 76 12.97014648
## 1249 Male Asian and Pacific Islander 56 9.556950036
## 1250 Male Asian and Pacific Islander 52 8.874310748
## 1251 Female Asian and Pacific Islander 345 53.409127852
## 1252 Male Asian and Pacific Islander 48 8.191671459
## 1253 Male Asian and Pacific Islander 41 6.997052705
## 1254 Male Asian and Pacific Islander 551 94.03356196
## 1255 Male Non-Hispanic White 4034 307.7768198
## 1256 Male Non-Hispanic White 2785 212.4835011
## 1257 Male Non-Hispanic White 418 31.89159908
## 1258 Male Non-Hispanic White 373 28.45829296
## 1259 Male Non-Hispanic White 342 26.09312652
## 1260 Male Non-Hispanic White 272 20.75242811
## 1261 Male Non-Hispanic White 266 20.29465396
## 1262 Male Non-Hispanic White 248 18.92133151
## 1263 Male Non-Hispanic White 194 14.80136417
## 1264 Male Non-Hispanic White 181 13.80952018
## 1265 Male Non-Hispanic White 2366 180.5156063
## 1266 Male Non-Hispanic Black 2315 279.3451137
## 1267 Male Non-Hispanic Black 1421 171.4684262
## 1268 Male Non-Hispanic Black 377 45.49162327
## 1269 Male Non-Hispanic Black 294 35.4762261
## 1270 Male Non-Hispanic Black 228 27.51217534
## 1271 Male Non-Hispanic Black 211 25.46082894
## 1272 Male Non-Hispanic Black 210 25.3401615
## 1273 Male Non-Hispanic Black 185 22.32347561
## 1274 Male Non-Hispanic Black 156 18.82411997
## 1275 Male Non-Hispanic Black 150 18.10011536
## 1276 Male Non-Hispanic Black 1507 181.8458256
## 1277 Male Other Race/ Ethnicity 19
## 1278 Male Other Race/ Ethnicity 15
## 1279 Male Other Race/ Ethnicity 6
## 1280 Male Other Race/ Ethnicity 5
## 1281 Male Other Race/ Ethnicity 3
## 1282 Male Other Race/ Ethnicity 3
## 1283 Male Other Race/ Ethnicity 2
## 1284 Male Other Race/ Ethnicity 2
## 1285 Male Other Race/ Ethnicity 2
## 1286 Male Other Race/ Ethnicity 1
## 1287 Male Other Race/ Ethnicity 1
## 1288 Male Other Race/ Ethnicity 1
## 1289 Male Other Race/ Ethnicity 1
## 1290 Male Other Race/ Ethnicity 1
## 1291 Male Other Race/ Ethnicity 1
## 1292 Male Other Race/ Ethnicity 1
## 1293 Male Other Race/ Ethnicity 1
## 1294 Male Other Race/ Ethnicity 1
## 1295 Male Other Race/ Ethnicity 1
## 1296 Male Other Race/ Ethnicity 10
## 1297 Male Not Stated/Unknown 259 318.5496765
## 1298 Male Not Stated/Unknown 107 131.6016038
## 1299 Male Not Stated/Unknown 43 52.88662583
## 1300 Male Not Stated/Unknown 26 31.97795981
## 1301 Male Not Stated/Unknown 22 27.05827368
## 1302 Male Not Stated/Unknown 20 24.59843062
## 1303 Male Not Stated/Unknown 19 23.36850909
## 1304 Male Not Stated/Unknown 18 22.13858756
## 1305 Male Not Stated/Unknown 18 22.13858756
## 1306 Male Not Stated/Unknown 18 22.13858756
## 1307 Male Not Stated/Unknown 168 206.6268172
## 1308 Female Hispanic 1574 125.7357217
## 1309 Female Hispanic 1182 94.42161568
## 1310 Female Hispanic 249 19.89084797
## 1311 Female Hispanic 231 18.45295535
## 1312 Female Hispanic 214 17.09494565
## 1313 Female Hispanic 178 14.2191604
## 1314 Female Hispanic 156 12.46173608
## 1315 Female Hispanic 151 12.06232146
## 1316 Female Hispanic 104 8.307824053
## 1317 Female Hispanic 98 7.828526512
## 1318 Female Hispanic 1279 102.1702593
## 1319 Female Asian and Pacific Islander 623 96.18932777
## 1320 Female Asian and Pacific Islander 581 89.70465399
## 1321 Female Asian and Pacific Islander 110 16.98366943
## 1322 Female Asian and Pacific Islander 78 12.0429656
## 1323 Female Asian and Pacific Islander 67 10.34459865
## 1324 Female Asian and Pacific Islander 66 10.19020166
## 1325 Female Asian and Pacific Islander 50 7.719849741
## 1326 Female Asian and Pacific Islander 40 6.175879793
## 1327 Female Asian and Pacific Islander 40 6.175879793
## 1328 Female Asian and Pacific Islander 40 6.175879793
## 1329 Female Asian and Pacific Islander 402 62.06759192
## 1330 Female Non-Hispanic White 4001 291.7699153
## 1331 Female Non-Hispanic White 2655 193.6138778
## 1332 Female Non-Hispanic White 480 35.00363892
## 1333 Female Non-Hispanic White 390 28.44045662
## 1334 Female Non-Hispanic White 341 24.86716848
## 1335 Female Non-Hispanic White 307 22.38774406
## 1336 Female Non-Hispanic White 228 16.62672849
## 1337 Female Non-Hispanic White 197 14.36607681
## 1338 Female Non-Hispanic White 167 12.17834937
## 1339 Female Non-Hispanic White 125 9.115530969
## 1340 Female Non-Hispanic White 2265 165.1734212
## 1341 Female Non-Hispanic Black 2483 249.0161705
## 1342 Female Non-Hispanic Black 1753 175.805617
## 1343 Female Non-Hispanic Black 383 38.41046851
## 1344 Female Non-Hispanic Black 315 31.5908553
## 1345 Female Non-Hispanic Black 290 29.08364456
## 1346 Female Non-Hispanic Black 242 24.26979995
## 1347 Female Non-Hispanic Black 227 22.7654735
## 1348 Female Non-Hispanic Black 171 17.14932145
## 1349 Female Non-Hispanic Black 120 12.03461154
## 1350 Female Non-Hispanic Black 96 9.627689234
## 1351 Female Non-Hispanic Black 1579 158.3554302
## 1352 Female Other Race/ Ethnicity 30
## 1353 Female Other Race/ Ethnicity 17
## 1354 Female Other Race/ Ethnicity 5
## 1355 Female Other Race/ Ethnicity 3
## 1356 Female Other Race/ Ethnicity 2
## 1357 Female Other Race/ Ethnicity 2
## 1358 Female Other Race/ Ethnicity 2
## 1359 Female Other Race/ Ethnicity 2
## 1360 Female Other Race/ Ethnicity 1
## 1361 Female Other Race/ Ethnicity 1
## 1362 Female Other Race/ Ethnicity 1
## 1363 Female Other Race/ Ethnicity 1
## 1364 Female Other Race/ Ethnicity 1
## 1365 Female Other Race/ Ethnicity 1
## 1366 Female Other Race/ Ethnicity 1
## 1367 Female Other Race/ Ethnicity 1
## 1368 Female Other Race/ Ethnicity 1
## 1369 Female Other Race/ Ethnicity 1
## 1370 Female Other Race/ Ethnicity 1
## 1371 Female Other Race/ Ethnicity 17
## 1372 Female Not Stated/Unknown 149 164.7227903
## 1373 Female Not Stated/Unknown 96 106.13012
## 1374 Female Not Stated/Unknown 29 32.0601404
## 1375 Female Not Stated/Unknown 20 22.11044166
## 1376 Female Not Stated/Unknown 15 16.58283124
## 1377 Female Not Stated/Unknown 13 14.37178708
## 1378 Female Not Stated/Unknown 12 13.26626499
## 1379 Female Not Stated/Unknown 10 11.05522083
## 1380 Female Not Stated/Unknown 8 8.844176662
## 1381 Female Not Stated/Unknown 8 8.844176662
## 1382 Female Not Stated/Unknown 107 118.2908629
## 1383 Female Asian and Pacific Islander 515 79.726669113
## 1384 Female Asian and Pacific Islander 498 77.094914987
## 1385 Female Asian and Pacific Islander 95 14.706861293
## 1386 Female Asian and Pacific Islander 89 13.778006895
## 1387 Female Asian and Pacific Islander 71 10.991443703
## 1388 Female Asian and Pacific Islander 50 7.7404533119
## 1389 Female Asian and Pacific Islander 41 6.3471717158
## 1390 Female Asian and Pacific Islander 36 5.5731263846
## 1391 Female Asian and Pacific Islander 34 5.2635082521
## 1392 Female Asian and Pacific Islander 30 4.6442719871
## 1393 Female Hispanic 1361 106.48402427
## 1394 Female Hispanic 1193 93.339780272
## 1395 Female Hispanic 208 16.273825898
## 1396 Female Hispanic 197 15.413190875
## 1397 Female Hispanic 196 15.334951327
## 1398 Female Hispanic 183 14.317837209
## 1399 Female Hispanic 176 13.770160375
## 1400 Female Hispanic 98 7.6674756636
## 1401 Female Hispanic 78 6.1026847118
## 1402 Female Hispanic 65 5.0855705932
## 1403 Female Hispanic 1184 92.635624344
## 1404 Female Non-Hispanic Black 2344 224.23476538
## 1405 Female Non-Hispanic Black 1872 179.08168976
## 1406 Female Non-Hispanic Black 392 37.500011958
## 1407 Female Non-Hispanic Black 307 29.368631814
## 1408 Female Non-Hispanic Black 261 24.968120207
## 1409 Female Non-Hispanic Black 232 22.193884628
## 1410 Female Non-Hispanic Black 223 21.332914966
## 1411 Female Non-Hispanic Black 147 14.062504484
## 1412 Female Non-Hispanic Black 92 8.8010232146
## 1413 Female Non-Hispanic Black 79 7.5574003691
## 1414 Female Non-Hispanic Black 1599 152.96561
## 1415 Female Non-Hispanic White 4494 317.96074946
## 1416 Female Non-Hispanic White 3130 221.45463859
## 1417 Female Non-Hispanic White 521 36.861938245
## 1418 Female Non-Hispanic White 503 35.588397192
## 1419 Female Non-Hispanic White 422 29.857462455
## 1420 Female Non-Hispanic White 378 26.744362105
## 1421 Female Non-Hispanic White 239 16.909795087
## 1422 Female Non-Hispanic White 226 15.990015438
## 1423 Female Non-Hispanic White 191 13.513685614
## 1424 Female Non-Hispanic White 127 8.9855396489
## 1425 Female Non-Hispanic White 2489 176.10242666
## 1426 Female Not Stated/Unknown 137
## 1427 Female Not Stated/Unknown 92
## 1428 Female Not Stated/Unknown 25
## 1429 Female Not Stated/Unknown 16
## 1430 Female Not Stated/Unknown 15
## 1431 Female Not Stated/Unknown 15
## 1432 Female Not Stated/Unknown 14
## 1433 Female Not Stated/Unknown 14
## 1434 Female Not Stated/Unknown 11
## 1435 Female Not Stated/Unknown 8
## 1436 Female Not Stated/Unknown 92
## 1437 Female Other Race/ Ethnicity 22
## 1438 Female Other Race/ Ethnicity 12
## 1439 Female Other Race/ Ethnicity 4
## 1440 Female Other Race/ Ethnicity 3
## 1441 Female Other Race/ Ethnicity 3
## 1442 Female Other Race/ Ethnicity 1
## 1443 Female Other Race/ Ethnicity 1
## 1444 Female Other Race/ Ethnicity 1
## 1445 Female Other Race/ Ethnicity 1
## 1446 Female Other Race/ Ethnicity 1
## 1447 Female Other Race/ Ethnicity 1
## 1448 Female Other Race/ Ethnicity 1
## 1449 Female Other Race/ Ethnicity 1
## 1450 Female Other Race/ Ethnicity 13
## 1451 Male Asian and Pacific Islander 668 113.04043226
## 1452 Male Asian and Pacific Islander 610 103.22554443
## 1453 Male Asian and Pacific Islander 108 18.27599803
## 1454 Male Asian and Pacific Islander 90 15.229998359
## 1455 Male Asian and Pacific Islander 85 14.383887339
## 1456 Male Asian and Pacific Islander 76 12.860887503
## 1457 Male Asian and Pacific Islander 64 10.830221055
## 1458 Male Asian and Pacific Islander 50 8.4611101992
## 1459 Male Asian and Pacific Islander 39 6.5996659554
## 1460 Male Asian and Pacific Islander 30 5.0766661195
## 1461 Male Asian and Pacific Islander 454 76.826880609
## 1462 Male Hispanic 1410 116.81865519
## 1463 Male Hispanic 1175 97.348879328
## 1464 Male Hispanic 261 21.623878727
## 1465 Male Hispanic 225 18.641274765
## 1466 Male Hispanic 196 16.238621573
## 1467 Male Hispanic 178 14.747319592
## 1468 Male Hispanic 178 14.747319592
## 1469 Male Hispanic 166 13.753118271
## 1470 Male Hispanic 153 12.67606684
## 1471 Male Hispanic 105 8.699261557
## 1472 Male Hispanic 1196 99.088731639
## 1473 Male Non-Hispanic Black 2033 235.68965018
## 1474 Male Non-Hispanic Black 1523 176.56435672
## 1475 Male Non-Hispanic Black 345 39.996522042
## 1476 Male Non-Hispanic Black 225 26.084688288
## 1477 Male Non-Hispanic Black 206 23.881981277
## 1478 Male Non-Hispanic Black 196 22.722661798
## 1479 Male Non-Hispanic Black 185 21.44741037
## 1480 Male Non-Hispanic Black 177 20.519954787
## 1481 Male Non-Hispanic Black 167 19.360635307
## 1482 Male Non-Hispanic Black 155 17.969451932
## 1483 Male Non-Hispanic Black 1418 164.39150219
## 1484 Male Non-Hispanic White 4015 298.45287678
## 1485 Male Non-Hispanic White 3020 224.49008415
## 1486 Male Non-Hispanic White 449 33.376174763
## 1487 Male Non-Hispanic White 364 27.057745242
## 1488 Female Hispanic 204 15.921205641
## 1489 Male Non-Hispanic White 342 25.422387013
## 1490 Male Non-Hispanic White 316 23.489690925
## 1491 Male Non-Hispanic White 287 21.333991441
## 1492 Male Non-Hispanic White 246 18.286278378
## 1493 Male Non-Hispanic White 181 13.454538156
## 1494 Male Non-Hispanic White 170 12.636859042
## 1495 Male Non-Hispanic White 170 12.636859042
## 1496 Male Non-Hispanic White 2288 170.07725581
## 1497 Male Not Stated/Unknown 174
## 1498 Male Not Stated/Unknown 94
## 1499 Male Not Stated/Unknown 25
## 1500 Male Not Stated/Unknown 21
## 1501 Male Not Stated/Unknown 19
## 1502 Male Not Stated/Unknown 18
## 1503 Male Not Stated/Unknown 17
## 1504 Male Not Stated/Unknown 16
## 1505 Male Not Stated/Unknown 16
## 1506 Male Not Stated/Unknown 11
## 1507 Male Not Stated/Unknown 127
## 1508 Male Other Race/ Ethnicity 26
## 1509 Male Other Race/ Ethnicity 15
## 1510 Male Other Race/ Ethnicity 4
## 1511 Male Other Race/ Ethnicity 3
## 1512 Male Other Race/ Ethnicity 3
## 1513 Male Other Race/ Ethnicity 3
## 1514 Male Other Race/ Ethnicity 2
## 1515 Male Other Race/ Ethnicity 2
## 1516 Male Other Race/ Ethnicity 1
## 1517 Male Other Race/ Ethnicity 1
## 1518 Male Other Race/ Ethnicity 1
## 1519 Male Other Race/ Ethnicity 1
## 1520 Male Other Race/ Ethnicity 1
## 1521 Male Other Race/ Ethnicity 1
## 1522 Male Other Race/ Ethnicity 1
## 1523 Male Other Race/ Ethnicity 7
## 1524 Female Asian and Pacific Islander 565 86.442985878
## 1525 Female Asian and Pacific Islander 530 81.088110647
## 1526 Female Asian and Pacific Islander 118 18.053579352
## 1527 Female Asian and Pacific Islander 92 14.075672037
## 1528 Female Asian and Pacific Islander 73 11.168739768
## 1529 Female Asian and Pacific Islander 58 8.8737932406
## 1530 Female Asian and Pacific Islander 49 7.496825324
## 1531 Female Asian and Pacific Islander 43 6.5788467129
## 1532 Female Asian and Pacific Islander 39 5.9668609721
## 1533 Female Asian and Pacific Islander 29 4.4368966203
## 1534 Female Asian and Pacific Islander 385 58.903627545
## 1535 Female Hispanic 1485 115.89701165
## 1536 Female Hispanic 1162 90.688436054
## 1537 Female Hispanic 231 18.028424035
## 1538 Female Hispanic 203 15.843160515
## 1539 Female Hispanic 195 15.21879951
## 1540 Female Hispanic 168 13.111581116
## 1541 Female Hispanic 131 10.223911466
## 1542 Female Hispanic 90 7.0240613123
## 1543 Female Hispanic 59 4.6046624158
## 1544 Female Hispanic 1147 89.517759168
## 1545 Female Non-Hispanic Black 2303 221.52537971
## 1546 Female Non-Hispanic Black 1864 179.29800598
## 1547 Female Non-Hispanic Black 399 38.379777032
## 1548 Female Non-Hispanic Black 276 26.548417195
## 1549 Female Non-Hispanic Black 226 21.738921326
## 1550 Female Non-Hispanic Black 218 20.969401987
## 1551 Female Non-Hispanic Black 212 20.392262483
## 1552 Female Non-Hispanic Black 158 15.198006945
## 1553 Female Non-Hispanic Black 101 9.7151816547
## 1554 Female Non-Hispanic Black 91 8.7532824809
## 1555 Female Non-Hispanic Black 1585 152.46101904
## 1556 Female Non-Hispanic White 4306 307.34487149
## 1557 Female Non-Hispanic White 3102 221.40821908
## 1558 Female Non-Hispanic White 471 33.618075818
## 1559 Female Non-Hispanic White 450 32.119180718
## 1560 Female Non-Hispanic White 404 28.835886689
## 1561 Female Non-Hispanic White 361 25.766720532
## 1562 Female Non-Hispanic White 219 15.631334616
## 1563 Female Non-Hispanic White 183 13.061800159
## 1564 Female Non-Hispanic White 156 11.134649316
## 1565 Female Non-Hispanic White 138 9.8498820869
## 1566 Female Non-Hispanic White 2416 172.44431248
## 1567 Female Not Stated/Unknown 126
## 1568 Female Not Stated/Unknown 81
## 1569 Female Not Stated/Unknown 24
## 1570 Female Not Stated/Unknown 18
## 1571 Female Not Stated/Unknown 18
## 1572 Female Not Stated/Unknown 16
## 1573 Female Not Stated/Unknown 15
## 1574 Female Not Stated/Unknown 13
## 1575 Female Not Stated/Unknown 9
## 1576 Female Not Stated/Unknown 7
## 1577 Female Not Stated/Unknown 7
## 1578 Female Not Stated/Unknown 105
## 1579 Female Other Race/ Ethnicity 30
## 1580 Female Other Race/ Ethnicity 8
## 1581 Female Other Race/ Ethnicity 4
## 1582 Female Other Race/ Ethnicity 3
## 1583 Female Other Race/ Ethnicity 3
## 1584 Female Other Race/ Ethnicity 2
## 1585 Female Other Race/ Ethnicity 1
## 1586 Female Other Race/ Ethnicity 1
## 1587 Female Other Race/ Ethnicity 1
## 1588 Female Other Race/ Ethnicity 1
## 1589 Female Other Race/ Ethnicity 1
## 1590 Female Other Race/ Ethnicity 1
## 1591 Female Other Race/ Ethnicity 1
## 1592 Female Other Race/ Ethnicity 1
## 1593 Female Other Race/ Ethnicity 1
## 1594 Female Other Race/ Ethnicity 1
## 1595 Female Other Race/ Ethnicity 1
## 1596 Female Other Race/ Ethnicity 13
## 1597 Male Asian and Pacific Islander 683 115.00852882
## 1598 Male Asian and Pacific Islander 603 101.53754448
## 1599 Male Asian and Pacific Islander 113 19.027765383
## 1600 Male Asian and Pacific Islander 95 15.996793906
## 1601 Male Asian and Pacific Islander 76 12.797435125
## 1602 Male Asian and Pacific Islander 75 12.62904782
## 1603 Male Asian and Pacific Islander 60 10.103238256
## 1604 Male Asian and Pacific Islander 48 8.082590605
## 1605 Male Asian and Pacific Islander 37 6.230330258
## 1606 Male Asian and Pacific Islander 32 5.3883937367
## 1607 Male Asian and Pacific Islander 449 75.605899618
## 1608 Male Hispanic 1418 117.40558496
## 1609 Male Hispanic 1224 101.34304372
## 1610 Male Hispanic 369 30.551947004
## 1611 Male Hispanic 217 17.966863143
## 1612 Male Hispanic 191 15.81415143
## 1613 Male Hispanic 177 14.654998969
## 1614 Male Hispanic 170 14.075422739
## 1615 Male Hispanic 146 12.088304234
## 1616 Male Hispanic 146 12.088304234
## 1617 Male Hispanic 99 8.1968638302
## 1618 Male Hispanic 1233 102.08821316
## 1619 Male Non-Hispanic Black 2106 244.94951551
## 1620 Male Non-Hispanic Black 1611 187.37591144
## 1621 Male Non-Hispanic Black 313 36.405127424
## 1622 Male Non-Hispanic Black 258 30.008060305
## 1623 Male Non-Hispanic Black 258 30.008060305
## 1624 Male Non-Hispanic Black 220 25.588268477
## 1625 Male Non-Hispanic Black 183 21.28478696
## 1626 Male Non-Hispanic Black 168 19.540132291
## 1627 Male Non-Hispanic Black 161 18.725960113
## 1628 Male Non-Hispanic Black 153 17.795477622
## 1629 Male Non-Hispanic Black 1375 159.92667798
## 1630 Male Non-Hispanic White 4054 303.41336291
## 1631 Male Non-Hispanic White 3090 231.26474874
## 1632 Female Hispanic 247 19.047986273
## 1633 Male Non-Hispanic White 482 36.074307085
## 1634 Male Non-Hispanic White 461 34.502604909
## 1635 Male Non-Hispanic White 332 24.847862972
## 1636 Male Non-Hispanic White 317 23.72521856
## 1637 Male Non-Hispanic White 252 18.860426111
## 1638 Male Non-Hispanic White 244 18.261682425
## 1639 Male Non-Hispanic White 176 13.172361093
## 1640 Male Non-Hispanic White 151 11.301287074
## 1641 Male Non-Hispanic White 2381 178.20108956
## 1642 Male Not Stated/Unknown 179
## 1643 Male Not Stated/Unknown 119
## 1644 Male Not Stated/Unknown 23
## 1645 Male Not Stated/Unknown 22
## 1646 Male Not Stated/Unknown 20
## 1647 Male Not Stated/Unknown 18
## 1648 Male Not Stated/Unknown 18
## 1649 Male Not Stated/Unknown 17
## 1650 Male Not Stated/Unknown 16
## 1651 Male Not Stated/Unknown 14
## 1652 Male Not Stated/Unknown 158
## 1653 Male Other Race/ Ethnicity 19
## 1654 Male Other Race/ Ethnicity 11
## 1655 Male Other Race/ Ethnicity 3
## 1656 Male Other Race/ Ethnicity 3
## 1657 Male Other Race/ Ethnicity 2
## 1658 Male Other Race/ Ethnicity 2
## 1659 Male Other Race/ Ethnicity 2
## 1660 Male Other Race/ Ethnicity 2
## 1661 Male Other Race/ Ethnicity 1
## 1662 Male Other Race/ Ethnicity 1
## 1663 Male Other Race/ Ethnicity 1
## 1664 Male Other Race/ Ethnicity 1
## 1665 Male Other Race/ Ethnicity 1
## 1666 Male Other Race/ Ethnicity 1
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## 1668 Male Other Race/ Ethnicity 10
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## 1670 Female Asian and Pacific Islander 583 86.419533483
## 1671 Female Asian and Pacific Islander 92 13.637387788
## 1672 Female Asian and Pacific Islander 78 11.562133125
## 1673 Female Asian and Pacific Islander 73 10.820970745
## 1674 Female Asian and Pacific Islander 69 10.228040841
## 1675 Female Asian and Pacific Islander 60 8.8939485574
## 1676 Female Asian and Pacific Islander 38 5.6328340864
## 1677 Female Asian and Pacific Islander 36 5.3363691344
## 1678 Female Asian and Pacific Islander 24 3.557579423
## 1679 Female Asian and Pacific Islander 366 54.2530862
## 1680 Female Hispanic 1437 110.81763674
## 1681 Female Hispanic 1205 92.926410766
## 1682 Female Hispanic 222 17.12005244
## 1683 Female Hispanic 190 14.652297133
## 1684 Female Hispanic 187 14.420945073
## 1685 Female Hispanic 183 14.11247566
## 1686 Female Hispanic 131 10.102373287
## 1687 Female Hispanic 86 6.6320923866
## 1688 Female Hispanic 83 6.4007403266
## 1689 Female Hispanic 1157 89.224777806
## 1690 Female Non-Hispanic Black 2486 238.78108308
## 1691 Female Non-Hispanic Black 1775 170.48930912
## 1692 Female Non-Hispanic Black 389 37.363572534
## 1693 Female Non-Hispanic Black 326 31.312402689
## 1694 Female Non-Hispanic Black 277 26.605937254
## 1695 Female Non-Hispanic Black 251 24.108629064
## 1696 Female Non-Hispanic Black 238 22.859974969
## 1697 Female Non-Hispanic Black 159 15.272000085
## 1698 Female Non-Hispanic Black 118 11.33393717
## 1699 Female Non-Hispanic Black 77 7.3958742548
## 1700 Female Non-Hispanic Black 1438 138.12035297
## 1701 Female Non-Hispanic White 4279 303.91272541
## 1702 Female Non-Hispanic White 2983 211.86530963
## 1703 Female Non-Hispanic White 502 35.654168768
## 1704 Female Non-Hispanic White 418 29.68813256
## 1705 Female Non-Hispanic White 404 28.693793192
## 1706 Female Non-Hispanic White 378 26.847162937
## 1707 Female Non-Hispanic White 231 16.406599572
## 1708 Female Non-Hispanic White 192 13.63665419
## 1709 Female Non-Hispanic White 164 11.647975454
## 1710 Female Non-Hispanic White 119 8.4518846282
## 1711 Female Non-Hispanic White 2349 166.83594111
## 1712 Female Not Stated/Unknown 142
## 1713 Female Not Stated/Unknown 80
## 1714 Female Not Stated/Unknown 15
## 1715 Female Not Stated/Unknown 12
## 1716 Female Not Stated/Unknown 11
## 1717 Female Not Stated/Unknown 11
## 1718 Female Not Stated/Unknown 10
## 1719 Female Not Stated/Unknown 9
## 1720 Female Not Stated/Unknown 6
## 1721 Female Not Stated/Unknown 5
## 1722 Female Not Stated/Unknown 99
## 1723 Female Other Race/ Ethnicity 16
## 1724 Female Other Race/ Ethnicity 13
## 1725 Female Other Race/ Ethnicity 3
## 1726 Female Other Race/ Ethnicity 2
## 1727 Female Other Race/ Ethnicity 2
## 1728 Female Other Race/ Ethnicity 2
## 1729 Female Other Race/ Ethnicity 2
## 1730 Female Other Race/ Ethnicity 1
## 1731 Female Other Race/ Ethnicity 1
## 1732 Female Other Race/ Ethnicity 1
## 1733 Female Other Race/ Ethnicity 1
## 1734 Female Other Race/ Ethnicity 1
## 1735 Female Other Race/ Ethnicity 1
## 1736 Female Other Race/ Ethnicity 1
## 1737 Female Other Race/ Ethnicity 9
## 1738 Male Asian and Pacific Islander 770 126.36581755
## 1739 Male Asian and Pacific Islander 684 112.25223274
## 1740 Male Asian and Pacific Islander 97 15.918810783
## 1741 Male Asian and Pacific Islander 93 15.262364977
## 1742 Male Asian and Pacific Islander 93 15.262364977
## 1743 Male Asian and Pacific Islander 77 12.636581755
## 1744 Male Asian and Pacific Islander 76 12.472470304
## 1745 Male Asian and Pacific Islander 46 7.549126763
## 1746 Male Asian and Pacific Islander 38 6.236235152
## 1747 Male Asian and Pacific Islander 29 4.7592320897
## 1748 Male Asian and Pacific Islander 493 80.906945525
## 1749 Male Hispanic 1427 116.89975621
## 1750 Male Hispanic 1192 97.648570006
## 1751 Male Hispanic 394 32.276456864
## 1752 Male Hispanic 235 19.251186201
## 1753 Male Hispanic 191 15.646708784
## 1754 Male Hispanic 190 15.564788843
## 1755 Male Hispanic 183 14.991349254
## 1756 Male Hispanic 158 12.943350722
## 1757 Male Hispanic 140 11.468791779
## 1758 Male Hispanic 124 10.158072719
## 1759 Male Hispanic 1275 104.44792513
## 1760 Male Non-Hispanic Black 2143 248.93913363
## 1761 Male Non-Hispanic Black 1508 175.17508797
## 1762 Male Non-Hispanic Black 347 40.308856448
## 1763 Male Non-Hispanic Black 309 35.894630094
## 1764 Male Non-Hispanic Black 242 28.111652047
## 1765 Male Non-Hispanic Black 229 26.601521979
## 1766 Male Non-Hispanic Black 186 21.606476367
## 1767 Male Non-Hispanic Black 165 19.167035487
## 1768 Male Non-Hispanic Black 138 16.030611498
## 1769 Male Non-Hispanic Black 133 15.449792241
## 1770 Male Non-Hispanic Black 1413 164.13952208
## 1771 Male Non-Hispanic White 4082 303.90452544
## 1772 Male Non-Hispanic White 3017 224.61537316
## 1773 Male Non-Hispanic White 451 33.576908616
## 1774 Male Non-Hispanic White 409 30.45001247
## 1775 Male Non-Hispanic White 374 27.844265682
## 1776 Male Non-Hispanic White 290 21.59047339
## 1777 Male Non-Hispanic White 266 19.803675592
## 1778 Male Non-Hispanic White 238 17.719078161
## 1779 Male Non-Hispanic White 194 14.443282199
## 1780 Male Non-Hispanic White 172 12.805384217
## 1781 Male Non-Hispanic White 2167 161.33295116
## 1782 Male Not Stated/Unknown 193
## 1783 Male Not Stated/Unknown 120
## 1784 Male Not Stated/Unknown 29
## 1785 Male Not Stated/Unknown 23
## 1786 Male Not Stated/Unknown 20
## 1787 Male Not Stated/Unknown 19
## 1788 Male Not Stated/Unknown 17
## 1789 Male Not Stated/Unknown 16
## 1790 Male Not Stated/Unknown 14
## 1791 Male Not Stated/Unknown 13
## 1792 Male Not Stated/Unknown 137
## 1793 Male Other Race/ Ethnicity 21
## 1794 Male Other Race/ Ethnicity 15
## 1795 Male Other Race/ Ethnicity 5
## 1796 Male Other Race/ Ethnicity 4
## 1797 Male Other Race/ Ethnicity 3
## 1798 Male Other Race/ Ethnicity 3
## 1799 Male Other Race/ Ethnicity 2
## 1800 Male Other Race/ Ethnicity 2
## 1801 Male Other Race/ Ethnicity 2
## 1802 Male Other Race/ Ethnicity 2
## 1803 Male Other Race/ Ethnicity 16
## Age.Adjusted.Death.Rate
## 1 27.8
## 2 214.3
## 3 17.6
## 4 143.5
## 5 .
## 6 14.1
## 7 6.9
## 8 19.1
## 9 8.8
## 10 15.7
## 11 .
## 12 21.3
## 13 8.5
## 14 26.4
## 15 .
## 16 .
## 17 .
## 18 17.2
## 19 .
## 20 8.7
## 21 .
## 22 22
## 23 15.5
## 24 11.6
## 25 35.5
## 26 19.6
## 27 .
## 28 .
## 29 31.5
## 30 10.9
## 31 7.3
## 32 .
## 33 .
## 34 14.3
## 35 169.1
## 36 73.8
## 37 .
## 38 .
## 39 12.9
## 40 23.6
## 41 131.8
## 42 .
## 43 15.4
## 44 31.5
## 45 18.1
## 46 .
## 47 .
## 48 6.3
## 49 7.7
## 50 .
## 51 29.2
## 52 .
## 53 .
## 54 14.6
## 55 .
## 56 .
## 57 .
## 58 .
## 59 194.2
## 60 5.3
## 61 .
## 62 .
## 63 16.8
## 64 .
## 65 216.6
## 66 22.8
## 67 8.5
## 68 44.2
## 69 6.1
## 70 .
## 71 17.8
## 72 18.5
## 73 10.7
## 74 93.9
## 75 .
## 76 .
## 77 .
## 78 .
## 79 15.2
## 80 11.4
## 81 27.3
## 82 .
## 83 .
## 84 .
## 85 23.2
## 86 145.7
## 87 .
## 88 8
## 89 .
## 90 .
## 91 21.4
## 92 26.4
## 93 6.5
## 94 148.4
## 95 4.6
## 96 21.7
## 97 330.2
## 98 .
## 99 25.4
## 100 .
## 101 .
## 102 .
## 103 5.5
## 104 6.3
## 105 13.4
## 106 .
## 107 17.9
## 108 20.8
## 109 166.3
## 110 19.6
## 111 18.2
## 112 38.9
## 113 6.3
## 114 195.1
## 115 .
## 116 .
## 117 .
## 118 13.9
## 119 .
## 120 .
## 121 23.9
## 122 .
## 123 42.9
## 124 .
## 125 162.4
## 126 11.3
## 127 35.5
## 128 10.5
## 129 .
## 130 5.4
## 131 128.8
## 132 10.8
## 133 7.4
## 134 16.7
## 135 172.2
## 136 .
## 137 .
## 138 16
## 139 161.7
## 140 3.5
## 141 124.5
## 142 33
## 143 .
## 144 .
## 145 .
## 146 .
## 147 20.6
## 148 .
## 149 5.1
## 150 .
## 151 .
## 152 160.5
## 153 31.8
## 154 17.7
## 155 29.7
## 156 .
## 157 39.3
## 158 17.6
## 159 .
## 160 .
## 161 22.9
## 162 .
## 163 .
## 164 .
## 165 33.8
## 166 16.9
## 167 116.9
## 168 .
## 169 .
## 170 .
## 171 21.5
## 172 7.2
## 173 21.6
## 174 23.1
## 175 130.9
## 176 18.9
## 177 17.9
## 178 .
## 179 24.1
## 180 139.5
## 181 151.1
## 182 226.2
## 183 .
## 184 21.8
## 185 .
## 186 277
## 187 .
## 188 244.3
## 189 117.4
## 190 .
## 191 141.3
## 192 4.9
## 193 .
## 194 .
## 195 21.8
## 196 23.2
## 197 130
## 198 .
## 199 .
## 200 280.7
## 201 264.7
## 202 .
## 203 .
## 204 .
## 205 20.9
## 206 8.1
## 207 .
## 208 17.2
## 209 22.2
## 210 .
## 211 7.4
## 212 9.5
## 213 3.5
## 214 12.8
## 215 20.6
## 216 15.6
## 217 36.7
## 218 4.7
## 219 .
## 220 29.1
## 221 .
## 222 26.1
## 223 15.4
## 224 247.3
## 225 40.2
## 226 318.9
## 227 51.6
## 228 .
## 229 .
## 230 145.9
## 231 7.2
## 232 18.3
## 233 .
## 234 .
## 235 21.5
## 236 .
## 237 160.6
## 238 .
## 239 89.8
## 240 .
## 241 .
## 242 20.9
## 243 5.2
## 244 .
## 245 16.9
## 246 .
## 247 30.9
## 248 9.2
## 249 21
## 250 220.4
## 251 31
## 252 27.6
## 253 .
## 254 .
## 255 .
## 256 10.1
## 257 .
## 258 15.9
## 259 17.7
## 260 .
## 261 .
## 262 50.3
## 263 .
## 264 8.5
## 265 130.9
## 266 13.1
## 267 14.1
## 268 4.5
## 269 18.5
## 270 .
## 271 5.1
## 272 .
## 273 33.3
## 274 2.9
## 275 56.1
## 276 .
## 277 .
## 278 .
## 279 22.5
## 280 17.9
## 281 .
## 282 57.4
## 283 14.6
## 284 19
## 285 16
## 286 145.5
## 287 81.2
## 288 .
## 289 18.8
## 290 12.3
## 291 22.2
## 292 243.6
## 293 .
## 294 .
## 295 19.2
## 296 .
## 297 16.4
## 298 85.1
## 299 .
## 300 .
## 301 .
## 302 .
## 303 18.7
## 304 .
## 305 25.3
## 306 22
## 307 129.5
## 308 24.8
## 309 .
## 310 18.8
## 311 .
## 312 .
## 313 .
## 314 6.3
## 315 24.2
## 316 21.4
## 317 .
## 318 21.7
## 319 20.4
## 320 14.9
## 321 .
## 322 4.2
## 323 .
## 324 8
## 325 .
## 326 21.3
## 327 25.4
## 328 8
## 329 44.6
## 330 12.7
## 331 8.9
## 332 7.3
## 333 4
## 334 150.2
## 335 .
## 336 5.7
## 337 79.7
## 338 19.7
## 339 37.6
## 340 16.9
## 341 .
## 342 17.8
## 343 5.3
## 344 .
## 345 .
## 346 .
## 347 .
## 348 127
## 349 .
## 350 .
## 351 139.5
## 352 16.4
## 353 59
## 354 167.7
## 355 .
## 356 9.4
## 357 19
## 358 .
## 359 307.7
## 360 13.7
## 361 5.1
## 362 .
## 363 157.7
## 364 .
## 365 .
## 366 179.8
## 367 .
## 368 7.8
## 369 .
## 370 4.2
## 371 48.9
## 372 .
## 373 34
## 374 .
## 375 16.2
## 376 127.3
## 377 .
## 378 15.7
## 379 23.6
## 380 38
## 381 20.2
## 382 98.5
## 383 15.5
## 384 118.5
## 385 .
## 386 .
## 387 133.2
## 388 20.6
## 389 9.9
## 390 157.3
## 391 14.1
## 392 .
## 393 .
## 394 79.6
## 395 163.5
## 396 6.4
## 397 117.8
## 398 .
## 399 100.5
## 400 22.8
## 401 .
## 402 7.9
## 403 250.7
## 404 15
## 405 105.4
## 406 .
## 407 9.3
## 408 13
## 409 .
## 410 .
## 411 .
## 412 .
## 413 .
## 414 11.1
## 415 41.4
## 416 159
## 417 .
## 418 .
## 419 .
## 420 .
## 421 16.6
## 422 .
## 423 116.1
## 424 .
## 425 7.1
## 426 .
## 427 .
## 428 83.8
## 429 6.6
## 430 .
## 431 252.4
## 432 16.8
## 433 153.3
## 434 21.4
## 435 .
## 436 6.4
## 437 5.4
## 438 34.3
## 439 6.8
## 440 .
## 441 .
## 442 96
## 443 12.8
## 444 14.5
## 445 7.4
## 446 20.4
## 447 .
## 448 227.9
## 449 .
## 450 .
## 451 228.8
## 452 238.4
## 453 .
## 454 27.7
## 455 .
## 456 245.5
## 457 14.4
## 458 .
## 459 .
## 460 143.3
## 461 .
## 462 .
## 463 .
## 464 .
## 465 .
## 466 .
## 467 .
## 468 3
## 469 14.8
## 470 3.7
## 471 .
## 472 .
## 473 6.6
## 474 24.9
## 475 8.7
## 476 11.3
## 477 18.7
## 478 148.5
## 479 19.3
## 480 113.6
## 481 59
## 482 .
## 483 .
## 484 18.4
## 485 151.8
## 486 16.1
## 487 .
## 488 33.1
## 489 16.8
## 490 .
## 491 215.3
## 492 23.3
## 493 .
## 494 32.7
## 495 12.2
## 496 16.8
## 497 19.1
## 498 163.3
## 499 20.3
## 500 .
## 501 6.5
## 502 .
## 503 13.6
## 504 7.6
## 505 238.4
## 506 12
## 507 17.6
## 508 14.2
## 509 100.7
## 510 .
## 511 7.5
## 512 .
## 513 .
## 514 .
## 515 16.7
## 516 14.8
## 517 129.5
## 518 194.5
## 519 26.1
## 520 160.7
## 521 .
## 522 7.6
## 523 .
## 524 .
## 525 43.9
## 526 .
## 527 .
## 528 .
## 529 8.7
## 530 12.2
## 531 105.1
## 532 .
## 533 .
## 534 94.8
## 535 .
## 536 6.2
## 537 12.4
## 538 79.9
## 539 9.3
## 540 3.6
## 541 6.7
## 542 13
## 543 30.9
## 544 9.8
## 545 23.1
## 546 99.6
## 547 161
## 548 3.9
## 549 25.5
## 550 19.8
## 551 .
## 552 25.8
## 553 119.9
## 554 18.9
## 555 .
## 556 9.5
## 557 18.1
## 558 .
## 559 .
## 560 .
## 561 24.1
## 562 111.1
## 563 .
## 564 8.5
## 565 .
## 566 12
## 567 9.6
## 568 117.3
## 569 24
## 570 .
## 571 .
## 572 31.1
## 573 .
## 574 .
## 575 .
## 576 213.7
## 577 17.6
## 578 .
## 579 26.9
## 580 8
## 581 260.2
## 582 11.4
## 583 .
## 584 81.5
## 585 .
## 586 88.4
## 587 .
## 588 .
## 589 .
## 590 .
## 591 14.8
## 592 22.8
## 593 163.5
## 594 11.3
## 595 21.5
## 596 3.1
## 597 8.6
## 598 108.7
## 599 21.4
## 600 33.8
## 601 33
## 602 17.5
## 603 16.3
## 604 .
## 605 8.9
## 606 14.4
## 607 .
## 608 33.7
## 609 .
## 610 14.8
## 611 25
## 612 4.5
## 613 .
## 614 15
## 615 .
## 616 .
## 617 138.4
## 618 13.3
## 619 28.1
## 620 94
## 621 .
## 622 .
## 623 61.2
## 624 3.5
## 625 21.7
## 626 186.7
## 627 .
## 628 .
## 629 158.8
## 630 .
## 631 123.7
## 632 15
## 633 126.4
## 634 .
## 635 18.8
## 636 94.6
## 637 90.2
## 638 20.7
## 639 3.6
## 640 .
## 641 97.4
## 642 6.9
## 643 19
## 644 .
## 645 23.9
## 646 .
## 647 83.5
## 648 199.6
## 649 .
## 650 16.4
## 651 18.3
## 652 34.3
## 653 23.6
## 654 .
## 655 115.2
## 656 32.9
## 657 16.9
## 658 .
## 659 6.7
## 660 .
## 661 31.8
## 662 183.9
## 663 22.1
## 664 156.3
## 665 .
## 666 14.1
## 667 .
## 668 18.4
## 669 8.2
## 670 15.6
## 671 30.2
## 672 25
## 673 9.3
## 674 .
## 675 7.5
## 676 19
## 677 150.5
## 678 17.4
## 679 .
## 680 6.7
## 681 .
## 682 32.5
## 683 159.1
## 684 .
## 685 28.6
## 686 .
## 687 5.4
## 688 .
## 689 .
## 690 183.3
## 691 .
## 692 22.3
## 693 9.5
## 694 81.8
## 695 .
## 696 40
## 697 .
## 698 268.3
## 699 15
## 700 .
## 701 77.2
## 702 20
## 703 .
## 704 3.1
## 705 26.8
## 706 .
## 707 15.4
## 708 10.5
## 709 22.1
## 710 18
## 711 28.7
## 712 .
## 713 8.1
## 714 .
## 715 143.8
## 716 258.5
## 717 16.6
## 718 .
## 719 .
## 720 .
## 721 .
## 722 .
## 723 8.4
## 724 .
## 725 23.2
## 726 23.3
## 727 8.7
## 728 22.7
## 729 350.7
## 730 .
## 731 78.6
## 732 .
## 733 .
## 734 19.8
## 735 20.8
## 736 6.7
## 737 3.3
## 738 8.7
## 739 .
## 740 8.3
## 741 130.4
## 742 .
## 743 .
## 744 .
## 745 75.3
## 746 89.7
## 747 34.4
## 748 17.1
## 749 .
## 750 16.1
## 751 .
## 752 .
## 753 4.7
## 754 .
## 755 .
## 756 .
## 757 .
## 758 .
## 759 .
## 760 8.8
## 761 340.2
## 762 38.1
## 763 .
## 764 21.1
## 765 20
## 766 .
## 767 .
## 768 14.1
## 769 .
## 770 .
## 771 5.9
## 772 13.6
## 773 33.9
## 774 .
## 775 27.3
## 776 .
## 777 38.5
## 778 14.8
## 779 7.2
## 780 7.4
## 781 180.8
## 782 167.7
## 783 86.1
## 784 25.4
## 785 115.9
## 786 .
## 787 16.4
## 788 5
## 789 20.9
## 790 205.6
## 791 .
## 792 166.2
## 793 123.5
## 794 .
## 795 212.8
## 796 .
## 797 13.3
## 798 .
## 799 .
## 800 90.4
## 801 10.2
## 802 7.7
## 803 17.1
## 804 107.2
## 805 .
## 806 20.6
## 807 4.6
## 808 5.8
## 809 18.2
## 810 151
## 811 .
## 812 5.9
## 813 .
## 814 65
## 815 23.1
## 816 .
## 817 151.1
## 818 9.4
## 819 4.7
## 820 8.3
## 821 .
## 822 175
## 823 99.9
## 824 181.7
## 825 4.3
## 826 18.5
## 827 .
## 828 177.8
## 829 .
## 830 22.8
## 831 15.1
## 832 19.6
## 833 .
## 834 21.1
## 835 37.4
## 836 10.4
## 837 163
## 838 .
## 839 22.2
## 840 220.9
## 841 19.1
## 842 .
## 843 27.6
## 844 9.5
## 845 .
## 846 98.8
## 847 228
## 848 9.1
## 849 .
## 850 18.8
## 851 .
## 852 .
## 853 7.1
## 854 150
## 855 .
## 856 .
## 857 12.8
## 858 .
## 859 17.4
## 860 146.4
## 861 .
## 862 164.3
## 863 19.3
## 864 31.3
## 865 104.7
## 866 30
## 867 22.6
## 868 157.8
## 869 .
## 870 20.6
## 871 12.3
## 872 6.2
## 873 16.2
## 874 21
## 875 4.2
## 876 5.4
## 877 17.9
## 878 41.1
## 879 4.3
## 880 .
## 881 .
## 882 .
## 883 3.2
## 884 .
## 885 .
## 886 .
## 887 .
## 888 .
## 889 21.7
## 890 .
## 891 .
## 892 .
## 893 .
## 894 5.1
## 895 161.1
## 896 86.1
## 897 15.8
## 898 117.7
## 899 175.7
## 900 .
## 901 31.7
## 902 7.1
## 903 7.9
## 904 .
## 905 10.3
## 906 20
## 907 16.3
## 908 19.2
## 909 .
## 910 206.1
## 911 .
## 912 12.7
## 913 182.5
## 914 .
## 915 170.5
## 916 19.5
## 917 4.1
## 918 .
## 919 .
## 920 .
## 921 .
## 922 18.6
## 923 215.5
## 924 .
## 925 7.5
## 926 6.3
## 927 17.3
## 928 17.3
## 929 .
## 930 .
## 931 15.5
## 932 10.3
## 933 .
## 934 .
## 935 .
## 936 106.7
## 937 14.2
## 938 5.1
## 939 21.4
## 940 7.8
## 941 .
## 942 8.5
## 943 18.1
## 944 15.1
## 945 14.9
## 946 8.1
## 947 20
## 948 .
## 949 22.6
## 950 19.6
## 951 7.4
## 952 15.1
## 953 .
## 954 .
## 955 .
## 956 9.4
## 957 .
## 958 2.9
## 959 6.3
## 960 42.2
## 961 .
## 962 .
## 963 224.1
## 964 .
## 965 .
## 966 187.3
## 967 85.6
## 968 .
## 969 37.6
## 970 .
## 971 20.7
## 972 7.2
## 973 18.5
## 974 41.8
## 975 143.3
## 976 .
## 977 4.9
## 978 .
## 979 21.4
## 980 .
## 981 18.7
## 982 .
## 983 .
## 984 .
## 985 36.7
## 986 .
## 987 31.6
## 988 11.1
## 989 224.4
## 990 15.5
## 991 18.4
## 992 .
## 993 9.1
## 994 12.5
## 995 200.7
## 996 110.7
## 997 11
## 998 .
## 999 5.2
## 1000 10.1
## 1001 167.4
## 1002 .
## 1003 81.1
## 1004 .
## 1005 25.7
## 1006 .
## 1007 .
## 1008 .
## 1009 5.5
## 1010 .
## 1011 142.6
## 1012 16.7
## 1013 15.4
## 1014 7.2
## 1015 26.1
## 1016 19.1
## 1017 6.8
## 1018 5.8
## 1019 118.5
## 1020 319.8
## 1021 13.5
## 1022 12.9
## 1023 10
## 1024 2.5
## 1025 8.4
## 1026 22.1
## 1027 77.2
## 1028 17.9
## 1029 18.3
## 1030 .
## 1031 26.4
## 1032 18.4
## 1033 .
## 1034 8.1
## 1035 21.3
## 1036 .
## 1037 22.7
## 1038 24.5
## 1039 .
## 1040 .
## 1041 7.6
## 1042 32.3
## 1043 138.1
## 1044 80.6
## 1045 5.2
## 1046 16.4
## 1047 13.6
## 1048 342.3
## 1049 .
## 1050 .
## 1051 40.1
## 1052 17.6
## 1053 63.3
## 1054 .
## 1055 .
## 1056 16.7
## 1057 .
## 1058 34.7
## 1059 .
## 1060 17.9
## 1061 .
## 1062 20.9
## 1063 21.6
## 1064 189.2
## 1065 .
## 1066 150
## 1067 8.8
## 1068 7.3
## 1069 15.6
## 1070 8.1
## 1071 113.4
## 1072 .
## 1073 .
## 1074 7.8
## 1075 .
## 1076 8.3
## 1077 18.6
## 1078 165.9
## 1079 9.3
## 1080 26.6
## 1081 229.4
## 1082 19.2
## 1083 .
## 1084 .
## 1085 .
## 1086 118.4
## 1087 16.8
## 1088 41
## 1089 .
## 1090 13
## 1091 33.1
## 1092 9.8
## 1093 .
## 1094 18.1
## 1095 4.323
## 1096 4.715
## 1097 5.318
## 1098 5.867
## 1099 5.115
## 1100 5.348
## 1101 5.366
## 1102 8.154
## 1103 9.138
## 1104 9.553
## 1105 7.481
## 1106 11.144
## 1107 5.807
## 1108 8.153
## 1109 8.385
## 1110 12.626
## 1111 8.185
## 1112 10.106
## 1113 8.887
## 1114 15.88
## 1115 11.109
## 1116 10.757
## 1117 10.384
## 1118 16.311
## 1119 17.636
## 1120 8.085
## 1121 7.485
## 1122 11.467
## 1123 14.936
## 1124 13.916
## 1125 9.853
## 1126 18.98
## 1127 14.166
## 1128 18.949
## 1129 12.053
## 1130 15.436
## 1131 14.184
## 1132 10.573
## 1133 29.377
## 1134 26.13
## 1135 22.46
## 1136 15.561
## 1137 16.778
## 1138 18.663
## 1139 17.355
## 1140 23.942
## 1141 15.469
## 1142 16.463
## 1143 18.171
## 1144 8.893
## 1145 14.777
## 1146 17.558
## 1147 17.122
## 1148 17.886
## 1149 20.647
## 1150 25.537
## 1151 32.541
## 1152 21.044
## 1153 21.851
## 1154 34.048
## 1155 16.712
## 1156 16.87
## 1157 18.13
## 1158 17.373
## 1159 19.319
## 1160 26.658
## 1161 11.344
## 1162 19.885
## 1163 47.183
## 1164 20.577
## 1165 13.778
## 1166 30.4
## 1167 35.45
## 1168 14.666
## 1169 21.7
## 1170 28.644
## 1171 29.271
## 1172 32.997
## 1173 24.132
## 1174 18.793
## 1175 58.126
## 1176 29.887
## 1177 43.077
## 1178 60.058
## 1179 89.397
## 1180 75.313
## 1181 100.491
## 1182 79.168
## 1183 86.722
## 1184 87.445
## 1185 81.719
## 1186 132.164
## 1187 138.078
## 1188 109.083
## 1189 120.436
## 1190 198.075
## 1191 116.072
## 1192 168.275
## 1193 213.777
## 1194 119.799
## 1195 226.995
## 1196 98.051
## 1197 134.486
## 1198 178.45
## 1199 189.514
## 1200 140.841
## 1201 393.764
## 1202 138.754
## 1203 167.441
## 1204 181.358
## 1205 277.39
## 1206 223.358
## 1207 150.307
## 1208
## 1209
## 1210
## 1211
## 1212
## 1213
## 1214
## 1215
## 1216
## 1217
## 1218
## 1219
## 1220
## 1221
## 1222
## 1223
## 1224
## 1225
## 1226
## 1227
## 1228
## 1229
## 1230
## 1231
## 1232 176.783287
## 1233 121.4983426
## 1234 35.70789583
## 1235 25.40934387
## 1236 19.85821025
## 1237 19.55837808
## 1238 16.10828575
## 1239 15.95641278
## 1240 18.82042264
## 1241 15.71279828
## 1242 143.5690597
## 1243 119.3723376
## 1244 105.7024861
## 1245 16.64887663
## 1246 15.27352088
## 1247 13.41842449
## 1248 11.96179248
## 1249 9.228507274
## 1250 8.389708675
## 1251 56.25492343
## 1252 7.848126622
## 1253 7.415199568
## 1254 91.14445369
## 1255 224.9990183
## 1256 163.7927192
## 1257 28.91253713
## 1258 20.77153997
## 1259 19.10848654
## 1260 16.68493048
## 1261 14.85203326
## 1262 14.48032854
## 1263 13.5805479
## 1264 10.0100868
## 1265 139.6400628
## 1266 279.643801
## 1267 168.4803046
## 1268 44.92295145
## 1269 32.35415157
## 1270 27.14739223
## 1271 25.79699843
## 1272 25.6023163
## 1273 22.76463114
## 1274 18.99230593
## 1275 17.77687704
## 1276 182.6826072
## 1277
## 1278
## 1279
## 1280
## 1281
## 1282
## 1283
## 1284
## 1285
## 1286
## 1287
## 1288
## 1289
## 1290
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## 1292
## 1293
## 1294
## 1295
## 1296
## 1297 549.6593655
## 1298 208.5029439
## 1299 83.74472752
## 1300 56.96221
## 1301 33.81858299
## 1302 43.50934146
## 1303 34.08958477
## 1304 30.52444959
## 1305 35.69217805
## 1306 27.07693999
## 1307 315.969895
## 1308 111.7353368
## 1309 87.06528773
## 1310 17.65789189
## 1311 15.93330728
## 1312 15.49801993
## 1313 12.85579621
## 1314 11.18444404
## 1315 10.7897817
## 1316 8.039053498
## 1317 7.322347649
## 1318 93.37882892
## 1319 78.8163246
## 1320 75.57157237
## 1321 14.15550557
## 1322 9.944715133
## 1323 8.518144202
## 1324 8.354977901
## 1325 6.207494885
## 1326 5.084314882
## 1327 5.346443053
## 1328 5.373332294
## 1329 53.5678163
## 1330 141.5642319
## 1331 124.3381382
## 1332 19.22599409
## 1333 14.41986136
## 1334 10.50871683
## 1335 11.03129161
## 1336 8.218487701
## 1337 8.62864342
## 1338 7.049815954
## 1339 8.755260544
## 1340 96.23789711
## 1341 173.1869461
## 1342 132.4018003
## 1343 27.78150486
## 1344 22.23113221
## 1345 20.45669126
## 1346 18.07759942
## 1347 16.24829465
## 1348 10.82707992
## 1349 10.40042785
## 1350 7.092763442
## 1351 123.8949799
## 1352
## 1353
## 1354
## 1355
## 1356
## 1357
## 1358
## 1359
## 1360
## 1361
## 1362
## 1363
## 1364
## 1365
## 1366
## 1367
## 1368
## 1369
## 1370
## 1371
## 1372 219.6366814
## 1373 141.2960174
## 1374 43.0098722
## 1375 29.54181353
## 1376 21.55818275
## 1377 20.45910298
## 1378 17.01829178
## 1379 14.92955416
## 1380 10.75357397
## 1381 7.303764566
## 1382 149.8962903
## 1383 78.865386427
## 1384 81.605131438
## 1385 15.337930564
## 1386 14.706362334
## 1387 11.537396764
## 1388 8.4169129758
## 1389 6.670309854
## 1390 5.3508769503
## 1391 5.3957028724
## 1392 4.9072973962
## 1393 113.3767005
## 1394 97.350361051
## 1395 17.335328274
## 1396 16.318230259
## 1397 16.26295404
## 1398 15.124100834
## 1399 14.820669302
## 1400 8.1616393873
## 1401 5.9547881374
## 1402 5.2886409783
## 1403 97.013508977
## 1404 177.65402799
## 1405 148.09745765
## 1406 30.462524102
## 1407 23.554311957
## 1408 19.690289087
## 1409 17.547592288
## 1410 17.584151503
## 1411 10.664469186
## 1412 7.8193619457
## 1413 6.1882269271
## 1414 129.51257133
## 1415 161.77143548
## 1416 149.88778726
## 1417 19.319884821
## 1418 20.68637768
## 1419 15.52110044
## 1420 11.924142044
## 1421 10.436984572
## 1422 8.5882947134
## 1423 8.932653057
## 1424 5.2332402581
## 1425 108.57483887
## 1426
## 1427
## 1428
## 1429
## 1430
## 1431
## 1432
## 1433
## 1434
## 1435
## 1436
## 1437
## 1438
## 1439
## 1440
## 1441
## 1442
## 1443
## 1444
## 1445
## 1446
## 1447
## 1448
## 1449
## 1450
## 1451 123.13649131
## 1452 122.81687948
## 1453 23.159672263
## 1454 17.239063635
## 1455 16.447493819
## 1456 16.277404045
## 1457 12.338107317
## 1458 10.330991003
## 1459 6.5442121478
## 1460 6.6348610405
## 1461 90.927964883
## 1462 181.97104604
## 1463 140.8760087
## 1464 21.734288627
## 1465 26.206345989
## 1466 26.148140036
## 1467 17.155828284
## 1468 22.150241685
## 1469 17.087871422
## 1470 20.011305363
## 1471 13.400895785
## 1472 135.83197011
## 1473 265.86557325
## 1474 194.06549142
## 1475 44.694500445
## 1476 31.080224264
## 1477 26.134090045
## 1478 22.972552917
## 1479 20.659478815
## 1480 23.202745393
## 1481 22.386186447
## 1482 16.627848482
## 1483 182.71793925
## 1484 239.22380591
## 1485 186.12820345
## 1486 26.603405982
## 1487 21.840951383
## 1488 16.428438473
## 1489 23.63655961
## 1490 18.811152815
## 1491 18.286093684
## 1492 15.005519013
## 1493 11.936840965
## 1494 9.6265926406
## 1495 9.9677829178
## 1496 142.32789503
## 1497
## 1498
## 1499
## 1500
## 1501
## 1502
## 1503
## 1504
## 1505
## 1506
## 1507
## 1508
## 1509
## 1510
## 1511
## 1512
## 1513
## 1514
## 1515
## 1516
## 1517
## 1518
## 1519
## 1520
## 1521
## 1522
## 1523
## 1524 83.074455608
## 1525 82.628287468
## 1526 18.250674863
## 1527 14.459470243
## 1528 11.233526052
## 1529 9.168902731
## 1530 7.7427823549
## 1531 6.5005947989
## 1532 6.1103990707
## 1533 4.1497478057
## 1534 60.884572245
## 1535 120.31531124
## 1536 93.111685142
## 1537 18.561319552
## 1538 16.480112491
## 1539 15.840548354
## 1540 13.562403009
## 1541 10.490616754
## 1542 6.8554556055
## 1543 4.6851572028
## 1544 91.938986348
## 1545 171.09966165
## 1546 145.04080515
## 1547 30.807579371
## 1548 20.695012466
## 1549 16.686833576
## 1550 16.849136505
## 1551 16.053811074
## 1552 11.060385285
## 1553 8.5902035184
## 1554 7.8444021693
## 1555 127.83742578
## 1556 156.26533327
## 1557 149.01344792
## 1558 19.479202301
## 1559 17.149186714
## 1560 15.15839983
## 1561 11.757162066
## 1562 8.2112950139
## 1563 8.011416512
## 1564 7.2336520293
## 1565 9.3751240527
## 1566 102.399688
## 1567
## 1568
## 1569
## 1570
## 1571
## 1572
## 1573
## 1574
## 1575
## 1576
## 1577
## 1578
## 1579
## 1580
## 1581
## 1582
## 1583
## 1584
## 1585
## 1586
## 1587
## 1588
## 1589
## 1590
## 1591
## 1592
## 1593
## 1594
## 1595
## 1596
## 1597 121.07853677
## 1598 117.77966521
## 1599 22.916327557
## 1600 18.071424317
## 1601 14.194347138
## 1602 15.580556412
## 1603 11.082290293
## 1604 9.8342460156
## 1605 9.0687033967
## 1606 5.364178546
## 1607 85.109101886
## 1608 174.63567805
## 1609 143.71567081
## 1610 30.486545556
## 1611 25.756160029
## 1612 24.900276022
## 1613 16.440433137
## 1614 19.742413964
## 1615 13.882842175
## 1616 18.435542465
## 1617 13.149203555
## 1618 135.73936714
## 1619 271.13147816
## 1620 199.64634033
## 1621 39.879332416
## 1622 27.588455537
## 1623 34.461829564
## 1624 28.56164123
## 1625 23.534492146
## 1626 19.686354989
## 1627 20.833809423
## 1628 18.379137103
## 1629 170.48082926
## 1630 239.28469873
## 1631 188.07259271
## 1632 18.328907927
## 1633 33.277938395
## 1634 26.72651668
## 1635 19.760848965
## 1636 18.562150814
## 1637 15.403779586
## 1638 15.876257496
## 1639 11.703386146
## 1640 8.8598438785
## 1641 146.45063782
## 1642
## 1643
## 1644
## 1645
## 1646
## 1647
## 1648
## 1649
## 1650
## 1651
## 1652
## 1653
## 1654
## 1655
## 1656
## 1657
## 1658
## 1659
## 1660
## 1661
## 1662
## 1663
## 1664
## 1665
## 1666
## 1667
## 1668
## 1669 82.308501815
## 1670 80.491340351
## 1671 12.579242234
## 1672 10.771971109
## 1673 9.943976124
## 1674 9.3928839833
## 1675 8.2733243648
## 1676 5.2831167599
## 1677 5.1357028017
## 1678 3.3695614208
## 1679 52.647257409
## 1680 106.28159738
## 1681 90.608746515
## 1682 16.400738267
## 1683 14.242779522
## 1684 13.515011343
## 1685 13.641338566
## 1686 9.7234802851
## 1687 6.4346776558
## 1688 6.1982300179
## 1689 86.292302236
## 1690 177.14043321
## 1691 134.18351718
## 1692 28.690507237
## 1693 23.374227111
## 1694 19.986031097
## 1695 18.593854366
## 1696 16.758366858
## 1697 10.423533628
## 1698 9.911482893
## 1699 6.5007516004
## 1700 112.66781706
## 1701 147.83084697
## 1702 138.55185944
## 1703 19.596310659
## 1704 14.837120185
## 1705 14.227207393
## 1706 11.633053839
## 1707 7.8707919903
## 1708 8.1484190996
## 1709 6.8033854571
## 1710 8.1706566652
## 1711 96.334887081
## 1712
## 1713
## 1714
## 1715
## 1716
## 1717
## 1718
## 1719
## 1720
## 1721
## 1722
## 1723
## 1724
## 1725
## 1726
## 1727
## 1728
## 1729
## 1730
## 1731
## 1732
## 1733
## 1734
## 1735
## 1736
## 1737
## 1738 126.10260516
## 1739 120.82588683
## 1740 17.033124467
## 1741 17.193562215
## 1742 15.527918284
## 1743 13.002395923
## 1744 14.023882479
## 1745 8.1514004945
## 1746 5.8972746442
## 1747 5.7275888145
## 1748 86.277916476
## 1749 163.50810748
## 1750 130.09643305
## 1751 32.199106045
## 1752 25.718023722
## 1753 20.758171269
## 1754 17.560649696
## 1755 21.367626078
## 1756 14.491003934
## 1757 16.086169524
## 1758 14.738590734
## 1759 134.38085038
## 1760 265.06274571
## 1761 181.0742183
## 1762 41.424557378
## 1763 33.149966918
## 1764 29.72449098
## 1765 29.474992985
## 1766 23.511314963
## 1767 20.1329842
## 1768 16.207416866
## 1769 15.648367705
## 1770 170.9339179
## 1771 227.62906454
## 1772 176.0842435
## 1773 30.976421796
## 1774 22.399979883
## 1775 20.874866573
## 1776 18.051475604
## 1777 14.881484855
## 1778 13.951701679
## 1779 12.952286365
## 1780 9.4661427283
## 1781 127.55328757
## 1782
## 1783
## 1784
## 1785
## 1786
## 1787
## 1788
## 1789
## 1790
## 1791
## 1792
## 1793
## 1794
## 1795
## 1796
## 1797
## 1798
## 1799
## 1800
## 1801
## 1802
## 1803# Remove rows with any missing values in the dataset
cleaned_data <- na.omit(death_data)
# Convert columns to numeric if needed
cleaned_data$Deaths <- as.numeric(cleaned_data$Deaths)## Warning: NAs introduced by coercioncleaned_data$Death.Rate <- as.numeric(cleaned_data$Death.Rate)## Warning: NAs introduced by coercioncleaned_data$Age.Adjusted.Death.Rate <- as.numeric(cleaned_data$Age.Adjusted.Death.Rate)## Warning: NAs introduced by coercionmodel1 <- lm(Age.Adjusted.Death.Rate ~ Leading.Cause, data = cleaned_data)
summary(model1)##
## Call:
## lm(formula = Age.Adjusted.Death.Rate ~ Leading.Cause, data = cleaned_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -110.01 -6.45 -1.16 5.38 360.84
##
## Coefficients:
## Estimate
## (Intercept) 13.0515
## Leading.CauseAccidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86) -0.5372
## Leading.CauseAll Other Causes 102.0613
## Leading.CauseAlzheimer's Disease (G30) -3.8762
## Leading.CauseAssault (Homicide: U01-U02, Y87.1, X85-Y09) 5.0730
## Leading.CauseAssault (Homicide: Y87.1, X85-Y09) 13.3957
## Leading.CauseCerebrovascular Disease (Stroke: I60-I69) 6.4360
## Leading.CauseCertain Conditions originating in the Perinatal Period (P00-P96) -4.1662
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73-K74) 1.7007
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73) -2.7300
## Leading.CauseChronic Lower Respiratory Diseases (J40-J47) 5.4142
## Leading.CauseCongenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99) -10.0515
## Leading.CauseDiabetes Mellitus (E10-E14) 9.4166
## Leading.CauseDiseases of Heart (I00-I09, I11, I13, I20-I51) 175.7723
## Leading.CauseEssential Hypertension and Renal Diseases (I10, I12) -0.6978
## Leading.CauseHuman Immunodeficiency Virus Disease (HIV: B20-B24) 4.7613
## Leading.CauseInfluenza (Flu) and Pneumonia (J09-J18) 11.2116
## Leading.CauseIntentional Self-Harm (Suicide: U03, X60-X84, Y87.0) -5.0349
## Leading.CauseIntentional Self-Harm (Suicide: X60-X84, Y87.0) -4.6811
## Leading.CauseMalignant Neoplasms (Cancer: C00-C97) 131.6976
## Leading.CauseMental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44) 4.1020
## Leading.CauseMental and Behavioral Disorders due to Use of Alcohol (F10) 14.0254
## Leading.CauseNephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27) -7.3161
## Leading.CauseParkinson's Disease (G20) -7.0751
## Leading.CauseSepticemia (A40-A41) -8.0599
## Leading.CauseViral Hepatitis (B15-B19) -10.5515
## Std. Error
## (Intercept) 5.2196
## Leading.CauseAccidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86) 6.6538
## Leading.CauseAll Other Causes 6.0061
## Leading.CauseAlzheimer's Disease (G30) 6.8341
## Leading.CauseAssault (Homicide: U01-U02, Y87.1, X85-Y09) 16.2983
## Leading.CauseAssault (Homicide: Y87.1, X85-Y09) 11.0725
## Leading.CauseCerebrovascular Disease (Stroke: I60-I69) 6.0061
## Leading.CauseCertain Conditions originating in the Perinatal Period (P00-P96) 14.7634
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73-K74) 11.5410
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73) 8.9566
## Leading.CauseChronic Lower Respiratory Diseases (J40-J47) 6.0130
## Leading.CauseCongenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99) 31.3178
## Leading.CauseDiabetes Mellitus (E10-E14) 6.0061
## Leading.CauseDiseases of Heart (I00-I09, I11, I13, I20-I51) 6.0061
## Leading.CauseEssential Hypertension and Renal Diseases (I10, I12) 6.0807
## Leading.CauseHuman Immunodeficiency Virus Disease (HIV: B20-B24) 7.4927
## Leading.CauseInfluenza (Flu) and Pneumonia (J09-J18) 6.0061
## Leading.CauseIntentional Self-Harm (Suicide: U03, X60-X84, Y87.0) 10.3300
## Leading.CauseIntentional Self-Harm (Suicide: X60-X84, Y87.0) 7.9950
## Leading.CauseMalignant Neoplasms (Cancer: C00-C97) 6.0061
## Leading.CauseMental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44) 6.6538
## Leading.CauseMental and Behavioral Disorders due to Use of Alcohol (F10) 31.3178
## Leading.CauseNephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27) 9.1289
## Leading.CauseParkinson's Disease (G20) 22.4505
## Leading.CauseSepticemia (A40-A41) 12.1012
## Leading.CauseViral Hepatitis (B15-B19) 31.3178
## t value
## (Intercept) 2.500
## Leading.CauseAccidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86) -0.081
## Leading.CauseAll Other Causes 16.993
## Leading.CauseAlzheimer's Disease (G30) -0.567
## Leading.CauseAssault (Homicide: U01-U02, Y87.1, X85-Y09) 0.311
## Leading.CauseAssault (Homicide: Y87.1, X85-Y09) 1.210
## Leading.CauseCerebrovascular Disease (Stroke: I60-I69) 1.072
## Leading.CauseCertain Conditions originating in the Perinatal Period (P00-P96) -0.282
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73-K74) 0.147
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73) -0.305
## Leading.CauseChronic Lower Respiratory Diseases (J40-J47) 0.900
## Leading.CauseCongenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99) -0.321
## Leading.CauseDiabetes Mellitus (E10-E14) 1.568
## Leading.CauseDiseases of Heart (I00-I09, I11, I13, I20-I51) 29.265
## Leading.CauseEssential Hypertension and Renal Diseases (I10, I12) -0.115
## Leading.CauseHuman Immunodeficiency Virus Disease (HIV: B20-B24) 0.635
## Leading.CauseInfluenza (Flu) and Pneumonia (J09-J18) 1.867
## Leading.CauseIntentional Self-Harm (Suicide: U03, X60-X84, Y87.0) -0.487
## Leading.CauseIntentional Self-Harm (Suicide: X60-X84, Y87.0) -0.586
## Leading.CauseMalignant Neoplasms (Cancer: C00-C97) 21.927
## Leading.CauseMental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44) 0.616
## Leading.CauseMental and Behavioral Disorders due to Use of Alcohol (F10) 0.448
## Leading.CauseNephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27) -0.801
## Leading.CauseParkinson's Disease (G20) -0.315
## Leading.CauseSepticemia (A40-A41) -0.666
## Leading.CauseViral Hepatitis (B15-B19) -0.337
## Pr(>|t|)
## (Intercept) 0.0125
## Leading.CauseAccidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86) 0.9357
## Leading.CauseAll Other Causes <2e-16
## Leading.CauseAlzheimer's Disease (G30) 0.5707
## Leading.CauseAssault (Homicide: U01-U02, Y87.1, X85-Y09) 0.7557
## Leading.CauseAssault (Homicide: Y87.1, X85-Y09) 0.2266
## Leading.CauseCerebrovascular Disease (Stroke: I60-I69) 0.2841
## Leading.CauseCertain Conditions originating in the Perinatal Period (P00-P96) 0.7778
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73-K74) 0.8829
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73) 0.7606
## Leading.CauseChronic Lower Respiratory Diseases (J40-J47) 0.3681
## Leading.CauseCongenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99) 0.7483
## Leading.CauseDiabetes Mellitus (E10-E14) 0.1172
## Leading.CauseDiseases of Heart (I00-I09, I11, I13, I20-I51) <2e-16
## Leading.CauseEssential Hypertension and Renal Diseases (I10, I12) 0.9087
## Leading.CauseHuman Immunodeficiency Virus Disease (HIV: B20-B24) 0.5253
## Leading.CauseInfluenza (Flu) and Pneumonia (J09-J18) 0.0622
## Leading.CauseIntentional Self-Harm (Suicide: U03, X60-X84, Y87.0) 0.6261
## Leading.CauseIntentional Self-Harm (Suicide: X60-X84, Y87.0) 0.5583
## Leading.CauseMalignant Neoplasms (Cancer: C00-C97) <2e-16
## Leading.CauseMental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44) 0.5377
## Leading.CauseMental and Behavioral Disorders due to Use of Alcohol (F10) 0.6544
## Leading.CauseNephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27) 0.4231
## Leading.CauseParkinson's Disease (G20) 0.7527
## Leading.CauseSepticemia (A40-A41) 0.5055
## Leading.CauseViral Hepatitis (B15-B19) 0.7362
##
## (Intercept) *
## Leading.CauseAccidents Except Drug Posioning (V01-X39, X43, X45-X59, Y85-Y86)
## Leading.CauseAll Other Causes ***
## Leading.CauseAlzheimer's Disease (G30)
## Leading.CauseAssault (Homicide: U01-U02, Y87.1, X85-Y09)
## Leading.CauseAssault (Homicide: Y87.1, X85-Y09)
## Leading.CauseCerebrovascular Disease (Stroke: I60-I69)
## Leading.CauseCertain Conditions originating in the Perinatal Period (P00-P96)
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73-K74)
## Leading.CauseChronic Liver Disease and Cirrhosis (K70, K73)
## Leading.CauseChronic Lower Respiratory Diseases (J40-J47)
## Leading.CauseCongenital Malformations, Deformations, and Chromosomal Abnormalities (Q00-Q99)
## Leading.CauseDiabetes Mellitus (E10-E14)
## Leading.CauseDiseases of Heart (I00-I09, I11, I13, I20-I51) ***
## Leading.CauseEssential Hypertension and Renal Diseases (I10, I12)
## Leading.CauseHuman Immunodeficiency Virus Disease (HIV: B20-B24)
## Leading.CauseInfluenza (Flu) and Pneumonia (J09-J18) .
## Leading.CauseIntentional Self-Harm (Suicide: U03, X60-X84, Y87.0)
## Leading.CauseIntentional Self-Harm (Suicide: X60-X84, Y87.0)
## Leading.CauseMalignant Neoplasms (Cancer: C00-C97) ***
## Leading.CauseMental and Behavioral Disorders due to Accidental Poisoning and Other Psychoactive Substance Use (F11-F16, F18-F19, X40-X42, X44)
## Leading.CauseMental and Behavioral Disorders due to Use of Alcohol (F10)
## Leading.CauseNephritis, Nephrotic Syndrome and Nephrisis (N00-N07, N17-N19, N25-N27)
## Leading.CauseParkinson's Disease (G20)
## Leading.CauseSepticemia (A40-A41)
## Leading.CauseViral Hepatitis (B15-B19)
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 30.88 on 1170 degrees of freedom
## (607 observations deleted due to missingness)
## Multiple R-squared: 0.8007, Adjusted R-squared: 0.7965
## F-statistic: 188.1 on 25 and 1170 DF, p-value: < 2.2e-16model2 <- lm(Death.Rate~Age.Adjusted.Death.Rate, data=cleaned_data)
summary(model2)##
## Call:
## lm(formula = Death.Rate ~ Age.Adjusted.Death.Rate, data = cleaned_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -230.578 -5.861 -1.599 2.443 240.169
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 1.42122 1.08435 1.311 0.19
## Age.Adjusted.Death.Rate 0.99645 0.01255 79.420 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 29.69 on 1194 degrees of freedom
## (607 observations deleted due to missingness)
## Multiple R-squared: 0.8408, Adjusted R-squared: 0.8407
## F-statistic: 6307 on 1 and 1194 DF, p-value: < 2.2e-16ggplot(cleaned_data, aes(x = Age.Adjusted.Death.Rate, y = Deaths)) +
geom_point(color = "blue") + # Scatterplot points
geom_smooth(method = "lm", se = FALSE, color = "red") +
labs(title = "Scatterplot of Death Rate and Age-Adjusted Death Rate",
x = "Age-Adjusted Death Rate",
y = "Deaths")## `geom_smooth()` using formula = 'y ~ x'## Warning: Removed 607 rows containing non-finite values (`stat_smooth()`).## Warning: Removed 607 rows containing missing values (`geom_point()`).
cor(Deaths~Age.Adjusted.Death.Rate, data=cleaned_data)## [1] NAThe linear regression model examines the relationship between ‘Age Adjusted Death Rate’ and various leading causes of death. The intercept of 13.0515 signifies the baseline death rate when the leading cause is absent. Among the causes, ‘Diseases of Heart’ (I00-I09, I11, I13, I20-I51) exhibit the highest positive impact on death rate (175.7723), followed by ‘Malignant Neoplasms (Cancer: C00-C97)’ (131.6976) and ‘All Other Causes’ (102.0613). Conversely, certain causes like ‘Congenital Malformations, Deformations, and Chromosomal Abnormalities’ (Q00-Q99) (-10.0515), ‘Viral Hepatitis (B15-B19)’ (-10.5515), and ‘Septicemia (A40-A41)’ (-8.0599) display negative associations, indicating lower death rates when these causes are prevalent. However, some causes like ‘Influenza (Flu) and Pneumonia (J09-J18)’ (11.2116) and ‘Mental and Behavioral Disorders due to Use of Alcohol (F10)’ (14.0254) positively impact death rates. The model’s R-squared value of 0.8007 indicates that about 80% of the variability in ‘Age Adjusted Death Rate’ is explained by the included leading causes, suggesting a moderately strong relationship between the variables. The p-value being less than 0.001 implies statistical significance, reinforcing the model’s overall reliability.
cleaned_data$Race.Ethnicity <- ifelse(cleaned_data$Race.Ethnicity %in% c('White Non-Hispanic', 'Non-Hispanic White'), 'Non-Hispanic White', cleaned_data$Race.Ethnicity)
cleaned_data$Race.Ethnicity <- ifelse(cleaned_data$Race.Ethnicity %in% c('Black Non-Hispanic', 'Non-Hispanic Black'), 'Non-Hispanic Black', cleaned_data$Race.Ethnicity)
model2 <- lm(Death.Rate ~ Race.Ethnicity, data = cleaned_data)
summary(model2)##
## Call:
## lm(formula = Death.Rate ~ Race.Ethnicity, data = cleaned_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -77.06 -45.65 -23.47 35.80 409.14
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 29.075 4.199 6.924 7.16e-12 ***
## Race.EthnicityHispanic 8.149 5.949 1.370 0.1710
## Race.EthnicityNon-Hispanic Black 38.547 5.944 6.486 1.29e-10 ***
## Race.EthnicityNon-Hispanic White 53.188 5.949 8.941 < 2e-16 ***
## Race.EthnicityNot Stated/Unknown 25.422 11.440 2.222 0.0265 *
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 71.38 on 1191 degrees of freedom
## (607 observations deleted due to missingness)
## Multiple R-squared: 0.08213, Adjusted R-squared: 0.07904
## F-statistic: 26.64 on 4 and 1191 DF, p-value: < 2.2e-16ggplot(cleaned_data, aes(x = Race.Ethnicity, y = Death.Rate, fill = Race.Ethnicity)) + geom_boxplot() + labs(title = “Death Rate by Race/Ethnicity”, x = “Race/Ethnicity”, y = “Death Rate”) + theme(axis.text.x = element_text(angle = 45, hjust = 1)) # Rotate x-axis labels for better readability
```r
model3 <- lm(Age.Adjusted.Death.Rate ~ Race.Ethnicity, data = cleaned_data)
model3##
## Call:
## lm(formula = Age.Adjusted.Death.Rate ~ Race.Ethnicity, data = cleaned_data)
##
## Coefficients:
## (Intercept) Race.EthnicityHispanic
## 33.43 14.79
## Race.EthnicityNon-Hispanic Black Race.EthnicityNon-Hispanic White
## 34.18 23.89
## Race.EthnicityNot Stated/Unknown
## 49.32str(death_data)## 'data.frame': 1803 obs. of 7 variables:
## $ Year : int 2011 2008 2010 2014 2014 2014 2014 2013 2011 2013 ...
## $ Leading.Cause : chr "Chronic Lower Respiratory Diseases (J40-J47)" "Malignant Neoplasms (Cancer: C00-C97)" "Chronic Liver Disease and Cirrhosis (K70, K73)" "Malignant Neoplasms (Cancer: C00-C97)" ...
## $ Sex : chr "M" "M" "M" "M" ...
## $ Race.Ethnicity : chr "White Non-Hispanic" "White Non-Hispanic" "Hispanic" "Hispanic" ...
## $ Deaths : chr "444" "3361" "150" "1146" ...
## $ Death.Rate : chr "33.3" "250.4" "13.1" "96" ...
## $ Age.Adjusted.Death.Rate: chr "27.8" "214.3" "17.6" "143.5" ...head(death_data)## Year Leading.Cause Sex
## 1 2011 Chronic Lower Respiratory Diseases (J40-J47) M
## 2 2008 Malignant Neoplasms (Cancer: C00-C97) M
## 3 2010 Chronic Liver Disease and Cirrhosis (K70, K73) M
## 4 2014 Malignant Neoplasms (Cancer: C00-C97) M
## 5 2014 Certain Conditions originating in the Perinatal Period (P00-P96) M
## 6 2014 Influenza (Flu) and Pneumonia (J09-J18) F
## Race.Ethnicity Deaths Death.Rate Age.Adjusted.Death.Rate
## 1 White Non-Hispanic 444 33.3 27.8
## 2 White Non-Hispanic 3361 250.4 214.3
## 3 Hispanic 150 13.1 17.6
## 4 Hispanic 1146 96 143.5
## 5 Not Stated/Unknown 25 . .
## 6 Asian and Pacific Islander 80 12.8 14.1#overall top 5 causes of death
top_causes <- death_data %>%
group_by(Leading.Cause) %>%
summarize(Total_Deaths = sum(as.numeric(Deaths), na.rm = TRUE)) %>%
ungroup() %>%
arrange(desc(Total_Deaths)) # Sort in descending order based on Total_Deaths## Warning: There were 23 warnings in `summarize()`.
## The first warning was:
## ℹ In argument: `Total_Deaths = sum(as.numeric(Deaths), na.rm = TRUE)`.
## ℹ In group 2: `Leading.Cause = "Accidents Except Drug Posioning (V01-X39, X43,
## X45-X59, Y85-Y86)"`.
## Caused by warning in `rlang::is_formula()`:
## ! NAs introduced by coercion
## ℹ Run `dplyr::last_dplyr_warnings()` to see the 22 remaining warnings.top_5_causes <- head(top_causes, 5)
top_5_causes## # A tibble: 5 × 2
## Leading.Cause Total_Deaths
## <chr> <dbl>
## 1 Diseases of Heart (I00-I09, I11, I13, I20-I51) 234888
## 2 Malignant Neoplasms (Cancer: C00-C97) 171968
## 3 All Other Causes 134335
## 4 Influenza (Flu) and Pneumonia (J09-J18) 28360
## 5 Diabetes Mellitus (E10-E14) 23100# Define colors for bars
my_colors <- c("skyblue", "salmon", "palegreen", "plum", "gold")
# Plotting bar plot for the top 5 causes of death with different colors for each bar
ggplot(top_5_causes, aes(x = reorder(Leading.Cause, Total_Deaths), y = Total_Deaths, fill = Leading.Cause)) +
geom_bar(stat = "identity") +
scale_fill_manual(values = my_colors) + # Assign colors to bars
labs(title = "Top 5 Causes of Death",
x = "Leading Causes of Death",
y = "Total Deaths") +
theme(axis.text.x = element_text(angle = 45, hjust = 1)) +
coord_flip() + # Flip the coordinates to create a horizontal bar plot
guides(fill = FALSE) # Remove the legend## Warning: The `<scale>` argument of `guides()` cannot be `FALSE`. Use "none" instead as
## of ggplot2 3.3.4.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.