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unamandita/hospital_maternity_info_2013.csv

Created September 16, 2015 11:46
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Midwives and c-sections: module #5 exercise
Raw
hospital_maternity_info_2013.csv
hospitalName hospitalCounty vaginalBirths cesareanBirths attendedByLicensedMidwife artificialRuptureOfMembranes medicinalInduction internalFetalMonitoring externalFetalMonitoring augmentedLabor fedExclusivelyBreastMilk
Bronx-Lebanon Hospital Center - Concourse Division BRONX 0.662 0.338 0 0.08 0.081 0.113 0.525 0.07 0.014
Montefiore Medical Center - North Division BRONX 0.665 0.335 0 0 0.085 0.003 0.997 0.042 0.274
Montefiore Med Center - Jack D Weiler Hosp of A Einstein College Div BRONX 0.667 0.333 0.012 0 0.075 0.001 0.996 0.003 0.18
Jacobi Medical Center BRONX 0.694 0.306 0.621 0.119 0.218 0.153 0.859 0.113 0.542
Lincoln Medical & Mental Health Center BRONX 0.702 0.298 0 0.164 0.237 0.194 0.927 0.229 0.233
North Central Bronx Hospital BRONX 0.742 0.258 0.677 0.079 0.218 0.209 0.952 0.123 0.088
St Barnabas Hospital BRONX 0.746 0.254 0.204 0.042 0.155 0.046 0.685 0.14 0.159
University Hospital of Brooklyn KINGS 0.474 0.526 0.001 0.083 0.092 0.015 0.948 0.173 0.531
Brooklyn Hospital Center - Downtown Campus KINGS 0.615 0.385 0 0 0 0.001 0.992 0.001 0
Wyckoff Heights Medical Center KINGS 0.634 0.366 0.003 0.266 0.107 0.192 0.949 0.353 0.215
Coney Island Hospital KINGS 0.636 0.364 0.486 0.091 0.143 0.251 0.925 0.271 0.061
Brookdale Hospital Medical Center KINGS 0.644 0.356 0.251 0.097 0.23 0.121 0.823 0.398 0.255
New York Methodist Hospital KINGS 0.658 0.342 0.086 0.075 0.073 0.111 0.948 0.151 0.156
Long Island College Hospital KINGS 0.66 0.34 0.077 0.026 0.134 0.149 0.986 0.337 0.216
Lutheran Medical Center KINGS 0.663 0.337 0.018 0.521 0.338 0.013 0.997 0.226 0.563
Woodhull Medical & Mental Health Center KINGS 0.701 0.299 0.605 0.056 0.187 0.287 0.927 0.2 0.423
Kings County Hospital Center KINGS 0.747 0.253 0.137 0.319 0.131 0.24 0.985 0.243 0.315
Maimonides Medical Center KINGS 0.763 0.237 0.201 0.047 0.133 0.112 0.946 0.2 0.18
Lenox Hill Hospital NEW YORK 0.594 0.406 0 0.006 0.345 0 0.989 0.333 0.309
New York Presbyterian Hospital - Columbia Presbyterian Center NEW YORK 0.597 0.403 0.001 0.187 0.219 0.09 0.856 0.145 0.494
New York Presbyterian Hospital - Allen Pavilion NEW YORK 0.608 0.392 0.007 0.138 0.198 0.114 0.762 0.179 0.202
New York Presbyterian Hospital - New York Weill Cornell Center NEW YORK 0.646 0.354 0 0.037 0.067 0.039 0.552 0.058 0.562
Mount Sinai Hospital NEW YORK 0.655 0.345 0.088 0.141 0.198 0.022 0.991 0.204 0.279
Harlem Hospital Center NEW YORK 0.666 0.334 0.003 0.041 0.141 0.321 0.945 0.158 0.286
Bellevue Hospital Center NEW YORK 0.689 0.311 0.249 0.148 0.248 0.097 0.932 0.212 0.284
St Lukes Roosevelt Hospital Center - Roosevelt Hospital Division NEW YORK 0.691 0.309 0.094 0.093 0.234 0.048 0.891 0.257 0.291
NYU Hospitals Center NEW YORK 0.72 0.28 0 0.219 0.117 0.002 0.967 0.196 0.284
Beth Israel Medical Center/Petrie Campus NEW YORK 0.726 0.274 0.137 0.112 0.12 0.114 0.794 0.216 0.095
New York Downtown Hospital NEW YORK 0.728 0.272 0.018 0.013 0.046 0 0.945 0.014 0.908
Metropolitan Hospital Center NEW YORK 0.733 0.267 0.241 0.096 0.146 0.207 0.972 0.291 0.703
Jamaica Hospital Medical Center QUEENS 0.592 0.408 0.074 0.006 0.002 0 0.981 0.018 0.073
Flushing Hospital Medical Center QUEENS 0.602 0.398 0.001 0.028 0.372 0.001 0.839 0.521 0.113
Long Island Jewish Medical Center QUEENS 0.626 0.374 0.002 0.178 0.175 0.064 0.994 0.268 0.19
St Johns Episcopal Hospital So Shore QUEENS 0.634 0.366 0 0.006 0.098 0.001 0.987 0.067 0.518
New York Hospital Medical Center of Queens QUEENS 0.661 0.339 0 0.419 0.046 0.151 0.981 0.307 0.312
Forest Hills Hospital QUEENS 0.668 0.332 0.002 0.069 0.069 0.058 0.973 0.103 0.101
Queens Hospital Center QUEENS 0.692 0.308 0 0.066 0.213 0.1 0.787 0.25 0.724
Elmhurst Hospital Center QUEENS 0.7 0.3 0.123 0.207 0.159 0.059 0.881 0.159 0.298
Richmond University Medical Center RICHMOND 0.569 0.431 0.002 0.546 0.143 0.019 0.498 0.033 0.331
Staten Island University Hosp-North RICHMOND 0.773 0.227 0.032 0.001 0.149 0.003 0.989 0.086 0.299
Raw
index.html
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>Adding Tooltips</title>
<script type="text/javascript" src="http://d3js.org/d3.v3.js"></script>
<style type="text/css">
body {
font-family: "Helvetica";
font-size: 24px;
background-color: white;
color: black;
padding-top: 10px;
padding-left: 20px;
padding-bottom: 10px;
}
h2 {
font-size: 14px;
font-weight: lighter;
}
svg {
background-color: white;
}
.axis path,
.axis line {
fill: none;
stroke: black;
shape-rendering: crispEdges;
}
.axis text {
font-family: sans-serif;
font-size: 11px;
}
circle:hover {
fill: #ff6699;
}
</style>
</head>
<body>
Midwife attendance and cesarean births at New York City hospitals in 2013
<h2>The graph below shows the relationship between the percentage of births attended by licensed midwives (x-axis) and the percentage delivered via c-section (y-axis) at NYC hospitals in 2013. Source: <a href="https://health.data.ny.gov/Health/Hospital-Maternity-Information-Beginning-2008/net3-iygw">Health Data NY</a></h2>
<script type="text/javascript">
var w = 650;
var h = 550;
var padding = [ 10, 10, 20, 35 ]; //Top, right, bottom, left
var xScale = d3.scale.linear()
.range([ padding[3], w - padding[1] - padding[3] ]);
var yScale = d3.scale.linear()
.range([ padding[0], h - padding[2] ]);
var xAxis = d3.svg.axis()
.scale(xScale)
.orient("bottom")
.tickFormat(function(d) {
return d + "%";
});
var yAxis = d3.svg.axis()
.scale(yScale)
.orient("left")
.tickFormat(function(d) {
return d + "%";
});
var svg = d3.select("body")
.append("svg")
.attr("width", w)
.attr("height", h);
d3.csv("hospital_maternity_info_2013.csv", function(data) {
xScale.domain([
d3.min(data, function(d){
return d.attendedByLicensedMidwife*100;
}),
d3.max(data, function(d){
return d.attendedByLicensedMidwife*100;
})
]);
yScale.domain([
d3.max(data, function(d){
return d.cesareanBirths*100;
}),
d3.min(data, function(d){
return d.cesareanBirths*100;
})
]);
svg.append("g")
.attr("class", "x axis")
.attr("transform", "translate(" + "0" + "," + (h - padding[2]) + ")")
.call(xAxis);
svg.append("g")
.attr("class", "y axis")
.attr("transform", "translate(" + padding[3] + ",0)")
.call(yAxis);
var circles = svg.selectAll("circle")
.data(data)
.enter()
.append("circle");
circles.attr("cx", function(d){
return xScale(d.attendedByLicensedMidwife*100);
})
.attr("cy", function(d){
return yScale(d.cesareanBirths*100);
})
.attr("r", 0.1)
.attr("fill", "#ff0066")
.attr("stroke", "white")
.attr("opacity", 0.6)
.append("title")
.text(function(d) {
return "At " + d.hospitalName + ", " + Math.round(d.attendedByLicensedMidwife*1000)/10 + "% of births were attended by a licensed midwife, and " + Math.round(d.cesareanBirths*1000)/10 + " % were delivered via c-section.";
});
circles.sort(function(a, b) {
return d3.ascending(+a.attendedByLicensedMidwife, +b.attendedByLicensedMidwife);
})
.transition()
.delay(function(d, i) {
return i * 50;
})
.duration(1000)
.attr("r", 5);
});
</script>
</body>
</html>
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