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Mobility Bubble Chart (Spring 2020)

Mobility Rate by College Bubble Chart

This example will demonstrate how to implement a bubble chart in D3.js version 5 with legends using d3-legend by Susie Lu.

The data comes from Opportunity Insights, which is a "non-partisan, not-for-profit organization based at Harvard University" that puts out public datasets produced for on their research.

We will specifically use data from the Mobility Report Cards project. The dataset is titled "Mobility Report Cards: Preferred Estimates of Access and Mobility Rates by College" and can be accessed via these direct links:

mrc_table1.csv
Codebook-MRC-Table-1.pdf

The original CSV file is replicated on this gist to avoid CORS issues when viewing this example on bl.ocks.org or blockbuilder.org.

We will filter this data to focus only on those universities located in California, which includes the University of San Francisco.

References

Tableau Prototype

Bubble Chart Prototype

See the Tableau Workbook for how to create this prototype. It is important to make sure count appears first on the marks card, which makes sure the smaller bubbles are drawn on top of the larger ones.

Below is the sheet description from Tableau to help rebuild it:

Description of "Mobility vs Income"

Median Parent Household Income vs. Mobility Rate. Color shows details about Trend of Parents in Bottom 20%. Size shows details about Average Children per Cohort. The marks are labeled by College Name. The data is filtered on State, which keeps CA.

Marks

The mark type is Circle. The marks are labeled by College Name. Stacked marks is off.

Shelves

Label Renamed Field Original Field
Rows: Mobility Rate mr_kq5_pq1
Columns: Median Parent Household Income par_median
Filters: State state
Text: College Name name
Color: Trend of Parents in Bottom 20% trend_parq1
Size: Average Children per Cohort count

Dimensions

  • Average Children per Cohort ranges from 50 to 8556 on this sheet.

  • College Name has 168 members on this sheet

    • Members: CalState LA; California State Polytechnic University, Pomona; Crimson Technical College; Glendale Community College; University Of California, Irvine; ...
  • State has 1 members on this sheet

    • Members: CA
  • Trend of Parents in Bottom 20% ranges from -17.57 to 31.79 on this sheet.

Measures

  • Mobility Rate ranges from 0.000 to 9.918 on this sheet.

  • Median Parent Household Income ranges from 29,300 to 172,600 on this sheet.

/*
* a lot of this example is hard-coded to match our tableau prototype...
* and this is a reasonable approach for your own visualizations.
* however, there are ways to automatically calculate these hard-coded values
* in our javascript/d3 code.
*/
// showing use of const
// https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/const
// if you need to change values, use let instead
// https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Statements/let
// set svg size and plot margins
const width = 960;
const height = 500;
const margin = {
top: 10,
bottom: 35,
left: 35,
right: 15
};
// select svg
const svg = d3.select("svg#bubble");
console.assert(svg.size() == 1);
// set svg size
svg.attr("width", width);
svg.attr("height", height);
// add plot region
const plot = svg.append("g").attr("id", "plot");
// this is just so we can see the transform of the plot
// comment out for final version
// plot.append("rect").attr("width", 10).attr("height", 10);
// transform region by margin
plot.attr("transform", translate(margin.left, margin.top));
/*
* setup scales with ranges and the domains we set from tableau
* defined globally for access within other functions
*/
const scales = {
x: d3.scaleLinear(),
y: d3.scaleLinear(),
// do not linearly scale radius...
// area = pi * r * r, so use sqrt of r!
r: d3.scaleSqrt(),
fill: d3.scaleDiverging(d3.interpolateRdYlGn)
};
// we are going to hardcode the domains, so we can setup our scales now
// that is one benefit of prototyping!
scales.x.range([0, width - margin.left - margin.right]);
scales.x.domain([20000, 185000]);
scales.y.range([height - margin.top - margin.bottom, 0]);
scales.y.domain([-0.5, 10.5]);
// note we can chain if we want
scales.r.range([1, 20]).domain([0, 9000]);
scales.fill.domain([-20, 0, 35]);
// since we do not need the data for our domains, we can draw our axis/legends right away
drawAxis();
drawTitles();
drawColorLegend();
drawCircleLegend();
// load data and trigger draw
d3.csv("mrc_table1.csv", convert).then(draw);
function draw(data) {
console.log("loaded:", data.length, data[0]);
// filter for only california universities
// https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Functions/Arrow_functions
data = data.filter(row => row.state === "CA");
console.log("filter:", data.length, data[0]);
// sort by count so small circles are drawn last
data.sort((a, b) => b.count - a.count);
console.log("sorted:", data.length, data[0]);
drawBubble(data);
drawAverage(data); // in this order, lines will be on top of bubbles
drawLabels(data);
}
/*
* draw labels for pre-selected bubbles
*/
function drawLabels(data) {
// place the labels in their own group
const group = plot.append('g').attr('id', 'labels');
// create data join and enter selection
const labels = group.selectAll('text')
.data(data)
.enter()
.filter(d => d.label) // only keep values that we want to label
.append('text');
labels.text(d => d.name);
labels.attr('x', d => scales.x(d.income));
labels.attr('y', d => scales.y(d.mobility));
labels.attr('text-anchor', 'middle');
labels.attr('dy', d => -(scales.r(d.count) + 4));
// maybe we also want to make it more clear which circle is associated
// with the label above it---we will work with update selection here!
plot.select('#bubbles')
.selectAll('circle')
.data(data)
.filter(d => d.label)
.style('stroke', 'black')
.style('stroke-width', 1);
}
/*
* draw the average lines
*/
function drawAverage(data) {
// place the average lines and labels in their own group
const group = plot.append('g').attr('id', 'averages');
// calculate averages
const xAverage = d3.mean(data, d=> d.income);
const yAverage = d3.mean(data, d=> d.mobility);
console.log('averages:', [xAverage, yAverage]);
// draw x average line
group.append('line')
.attr('x1', scales.x(xAverage))
.attr('x2', scales.x(xAverage))
.attr('y1', scales.y.range()[0])
.attr('y2', scales.y.range()[1]);
// draw y average line
group.append('line')
.attr('x1', scales.x.range()[0])
.attr('x2', scales.x.range()[1])
.attr('y1', scales.y(yAverage))
.attr('y2', scales.y(yAverage));
// draw text label
group.append('text')
.text('Average')
.attr('x', 0)
.attr('y', scales.y(yAverage))
.attr('dx', 4)
.attr('dy', -6)
.attr('text-anchor', 'start');
group.append('text')
.text('Average')
.attr('x', scales.x(xAverage))
.attr('y', scales.y.range()[0])
.attr('dx', 4)
.attr('dy', -6)
.attr('text-anchor', 'start');
}
/*
* draw bubbles
*/
function drawBubble(data) {
// place all of the bubbles in their own group
const group = plot.append('g').attr('id', 'bubbles');
const bubbles = group.selectAll('circle')
.data(data)
.enter()
.append('circle');
// https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Functions/Arrow_functions
bubbles.attr('cx', d => scales.x(d.income));
bubbles.attr('cy', d => scales.y(d.mobility));
bubbles.attr('r', d => scales.r(d.count));
bubbles.style('stroke', 'white');
bubbles.style('fill', d => scales.fill(d.trend));
}
// https://beta.observablehq.com/@tmcw/d3-scalesequential-continuous-color-legend-example
function drawColorLegend() {
const legendWidth = 200;
const legendHeight = 20;
// place legend in its own group
const group = svg.append('g').attr('id', 'color-legend');
// shift legend to appropriate position
group.attr('transform', translate(width - margin.right - legendWidth, margin.top));
const title = group.append('text')
.attr('class', 'axis-title')
.text('Trend of Parents in Bottom 20%');
title.attr('dy', 12);
// lets draw the rectangle, but it won't have a fill just yet
const colorbox = group.append('rect')
.attr('x', 0)
.attr('y', 12 + 6)
.attr('width', legendWidth)
.attr('height', legendHeight);
// we need to create a linear gradient for our color legend
// this defines a color at a percent offset
// https://developer.mozilla.org/en-US/docs/Web/SVG/Element/linearGradient
// this is easier if we create a scale to map our colors to percents
// get the domain first (we do not want the middle value from the diverging scale)
const colorDomain = [d3.min(scales.fill.domain()), d3.max(scales.fill.domain())];
// add a new scale to go from color tick to percent
scales.percent = d3.scaleLinear()
.range([0, 100])
.domain(colorDomain);
// we have to first add gradients
const defs = svg.append('defs');
// add a color stop per data tick
// input (ticks) : [-20, ..., 15, ..., 50]
// output (percents): [ 0, ..., 50, ..., 100]
defs.append('linearGradient')
.attr('id', 'gradient')
.selectAll('stop')
.data(scales.fill.ticks())
.enter()
.append('stop')
.attr('offset', d => scales.percent(d) + '%')
.attr('stop-color', d => scales.fill(d));
// draw the color rectangle with the gradient
colorbox.attr('fill', 'url(#gradient)');
// now we need to draw tick marks for our scale
// we can create a legend that will map our data domain to the legend colorbox
scales.legend = d3.scaleLinear()
.domain(colorDomain)
.range([0, legendWidth]);
// i tend to keep scales global so i can debug them in the console
// in this case there really is no need for the percent and legend scales
// to be accessible outside of this function
const legendAxis = d3.axisBottom(scales.legend)
.tickValues(scales.fill.domain())
.tickSize(legendHeight)
.tickSizeOuter(0);
const axisGroup = group.append('g')
.attr('id', 'color-axis')
.attr('transform', translate(0, 12 + 6))
.call(legendAxis);
// now lets tighten up the tick labels a bit so they don't stick out
axisGroup.selectAll('text')
.each(function(d, i) {
// set the first tick mark to anchor at the start
if (i == 0) {
d3.select(this).attr('text-anchor', 'start');
}
// set the last tick mark to anchor at the end
else if (i == legendAxis.tickValues().length - 1) {
d3.select(this).attr('text-anchor', 'end');
}
});
// note how many more lines of code it took to generate the legend
// than the base visualization!
}
/*
* this demonstrates d3-legend for creating a circle legend
* it is made to work with d3v4 not d3v5 however
*/
function drawCircleLegend() {
const legendWidth = 200;
const legendHeight = 20;
// place legend into its own group
const group = svg.append('g').attr('id', 'circle-legend');
// position legend
group.attr('transform', translate(width - margin.right - legendWidth, margin.top + 75))
// https://d3-legend.susielu.com/#size-linear
const legendSize = d3.legendSize()
.scale(scales.r)
.shape('circle')
.cells(6)
.ascending(true)
.shapePadding(4)
.labelOffset(10)
.labelFormat("d")
.title('Average Cohort Size')
.orient('horizontal');
group.call(legendSize);
// fix the title spacing
group.select('text.legendTitle').attr('dy', -8);
// note it is harder to get this to be two column using this package
// we have to select what was drawn and then move it around
}
/*
* draw axis titles
*/
function drawTitles() {
const xMiddle = margin.left + midpoint(scales.x.range());
const yMiddle = margin.top + midpoint(scales.y.range());
// test middle calculation
// svg.append("circle").attr("cx", xMiddle).attr("cy", yMiddle).attr("r", 5);
const xTitle = svg.append('text')
.attr('class', 'axis-title')
.text('Median Parent Household Income');
xTitle.attr('x', xMiddle);
xTitle.attr('y', height);
xTitle.attr('dy', -4);
xTitle.attr('text-anchor', 'middle');
// it is easier to rotate text if you place it in a group first
// https://developer.mozilla.org/en-US/docs/Web/CSS/transform-function/rotate
const yGroup = svg.append('g');
// set the position by translating the group
yGroup.attr('transform', translate(4, yMiddle));
const yTitle = yGroup.append('text')
.attr('class', 'axis-title')
.text('Mobility Rate');
// keep x, y at 0, 0 for rotation around the origin
yTitle.attr('x', 0);
yTitle.attr('y', 0);
yTitle.attr('dy', '1.75ex');
yTitle.attr('text-anchor', 'middle');
yTitle.attr('transform', 'rotate(-90)');
}
/*
* create axis lines
*/
function drawAxis() {
// place the xaxis and yaxis in their own groups
const xGroup = svg.append('g').attr('id', 'x-axis').attr('class', 'axis');
const yGroup = svg.append('g').attr('id', 'y-axis').attr('class', 'axis');
// create axis generators
const xAxis = d3.axisBottom(scales.x);
const yAxis = d3.axisLeft(scales.y);
// https://github.com/d3/d3-format#locale_formatPrefix
xAxis.ticks(9, 's').tickSizeOuter(0);
yAxis.ticks(6).tickSizeOuter(0);;
// shift x axis to correct location
xGroup.attr('transform', translate(margin.left, height - margin.bottom));
xGroup.call(xAxis);
// shift y axis to correct location
yGroup.attr('transform', translate(margin.left, margin.top))
yGroup.call(yAxis);
}
/*
* converts values as necessary and discards unused columns
*/
function convert(row) {
let keep = {}
keep.name = row.name;
keep.state = row.state;
keep.count = parseInt(row.count);
keep.mobility = parseFloat(row.mr_kq5_pq1);
keep.income = parseFloat(row.par_median);
keep.trend = parseFloat(row.trend_bottom40);
switch(row.name.toLowerCase()) {
case 'university of san francisco':
keep.name = 'USF';
keep.label = true;
break;
case 'california state university, los angeles':
keep.name = 'CalState LA';
keep.label = true;
break;
case 'harvey mudd college':
keep.name = 'Harvey Mudd';
keep.label = true;
break;
case 'san francisco community college district':
keep.name = 'SF Community Colleges';
keep.label = true;
break;
case 'san francisco state university':
keep.name = 'SF State';
keep.label = true;
break;
case 'sonoma state university':
keep.name = 'Sonoma State';
keep.label = true;
break;
case 'stanford university':
keep.name = 'Stanford';
keep.label = true;
break;
case 'university of california, los angeles':
keep.name = 'UCLA';
keep.label = true;
break;
default:
keep.label = false;
}
return keep;
}
/*
* calculates the midpoint of a range given as a 2 element array
*/
function midpoint(range) {
return range[0] + (range[1] - range[0]) / 2.0;
}
/*
* returns a translate string for the transform attribute
*/
function translate(x, y) {
return 'translate(' + String(x) + ',' + String(y) + ')';
}
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Mobility Rate Bubble Chart</title>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bulma@0.8.0/css/bulma.min.css">
<link rel="stylesheet" href="style.css">
</head>
<body>
<section class="section">
<div class="container content">
<h1>Mobility Rate of Universities in California</h1>
<svg id="bubble"></svg>
<p class="is-size-7 has-text-grey">
Shows the median parent household income (adjusted for inflation) versus mobility rate, calculated as the percent of students with parents in the bottom 20% of income distribution that reach the top 20% in income distribution. Circles are sized by average number of students per cohort, and colored by the change in the percent of parents from the bottom 40% of income distribution from 1980 to 1991. Source: <a href="https://opportunityinsights.org/data/">https://opportunityinsights.org/data/</a>
</p>
</div>
</section>
<!-- include d3.js -->
<script src="https://d3js.org/d3.v5.min.js"></script>
<!-- include d3-legend: https://d3-legend.susielu.com/ -->
<script src="https://cdnjs.cloudflare.com/ajax/libs/d3-legend/2.25.6/d3-legend.min.js" integrity="sha256-qo76Vs9B6JAALbrTn+PcN1r09hbNLd2M78V19glOMeU=" crossorigin="anonymous"></script>
<!-- craft visualization -->
<script src="bubble.js"></script>
</body>
</html>
super_opeid name czname state par_median k_median par_q1 par_top1pc kq5_cond_parq1 ktop1pc_cond_parq1 mr_kq5_pq1 mr_ktop1_pq1 trend_parq1 trend_bottom40 count
2665 Vaughn College Of Aeronautics And Technology New York NY 30900 53000 36.477882 .11981525 44.843544 1.7666299 16.357975 .64442915 -7.9987764 -5.7506108 207.6666666666667
7273 CUNY Bernard M. Baruch College New York NY 42800 57600 27.632242 .55920202 46.824234 2.5568271 12.938586 .70650864 -9.1865492 -12.297223 1083
2688 City College Of New York - CUNY New York NY 35500 48500 32.546474 .23351549 36.021557 1.4087214 11.723747 .45848918 -9.8015804 -13.879366 582.3333333333334
7022 CUNY Lehman College New York NY 32500 40700 36.707489 0 27.882967 .18963498 10.235138 .069610246 -5.7339659 -9.0723467 468.3333333333333
1140 California State University, Los Angeles Los Angeles CA 36600 43000 33.116928 .15598091 29.949804 .083619982 9.9184551 .027692368 -13.313572 -14.919846 1179.666666666667
2693 CUNY John Jay College Of Criminal Justice New York NY 41800 45200 27.158951 .097911149 35.684139 .30840749 9.6914377 .083760239 -3.9944887 -8.185668 1228
2165 MCPHS University Boston MA 83300 112700 10.234574 .77554816 91.293564 9.4175987 9.3435068 .96385115 -1.5396656 -5.4528561 173.5
2791 Pace University New York NY 68600 60700 15.173292 1.2134688 55.575592 2.761539 8.4326468 .41901636 -5.950985 -13.538049 1353.333333333333
2838 State University Of New York At Stony Brook New York NY 73600 60100 16.416624 .44201165 51.245296 1.9444995 8.4127474 .31922117 -6.716249 -10.386624 2070.666666666667
2696 New York City College Of Technology Of The City University Of New New York NY 33500 37000 35.256516 .10819948 23.638399 .19894305 8.3340759 .070140384 -7.0691638 -9.1352043 1488.333333333333
21662 ITI Technical College Baton Rouge LA 56000 55000 20.257362 .34329841 40.163651 .14645728 8.136097 .029668383 -10.871756 -16.802845 92
9651 Texas A&M International University Laredo TX 35400 42800 31.893793 .46419528 25.357273 .0067670108 8.0873957 .0021582565 -6.1688261 -6.8036261 258
2687 CUNY Brooklyn College New York NY 52200 44300 23.247004 .78585011 34.696301 .71291935 8.0658493 .16573238 -2.6277237 -3.8919907 1009.666666666667
11031 Technical Career Institutes New York NY 29700 31300 40.302402 .029217871 19.843748 .1431327 7.9975071 .057685915 -1.35367 -2.8605595 562
3599 University Of Texas - Pan American Brownsville TX 31700 39300 38.702602 .29801774 19.76301 .64955068 7.6487989 .25139302 -11.182245 -5.3661623 1723.666666666667
2689 CUNY Hunter College New York NY 49800 44400 21.163614 .56101543 35.636646 .84728265 7.5420022 .17931563 -4.5349264 -10.824342 1489.333333333333
25964 Crimson Technical College Los Angeles CA 44700 37600 25.033554 .55235308 30.048824 .08228939 7.5222888 .020599959 2.6844094 -10.693293 156
7405 Wood Tobe - Coburn School New York NY 29500 24500 41.312565 .11516438 17.706722 .016651679 7.3151016 .0068792352 -16.401064 -21.432161 129
11189 United Talmudical Seminary New York NY 21200 15300 60.977478 .5769859 11.770001 .64897782 7.1770496 .39573029 -4.1445279 3.4881175 218
2690 CUNY Queens College New York NY 63300 48200 20.142742 1.2734835 35.4384 .78856534 7.1382656 .15883869 -7.1461072 -8.796628 1052.666666666667
1203 Glendale Community College Los Angeles CA 40100 30500 32.359211 .3114917 21.885973 .56746334 7.0821285 .18362667 -11.834276 -11.087843 1437
31034 South Texas College Brownsville TX 23900 27500 52.360695 .071010314 13.195425 .23679268 6.9092164 .12398629 -18.819628 -11.532767 1881.333333333333
1144 California State Polytechnic University, Pomona Los Angeles CA 80200 55100 14.929721 .72355646 45.770481 .2041171 6.833405 .030474115 -7.9657836 -11.070725 2195.333333333334
3661 University Of Texas At El Paso El Paso TX 42400 38400 28.001381 .28040349 24.358624 .35809445 6.8207512 .10027139 -3.8081267 -2.868252 1665.666666666667
4759 CUNY York College New York NY 36500 36400 30.660444 .061246876 22.242035 .29296112 6.8195066 .089823179 -7.5450883 -9.301075 368
2823 Saint John's University of Queens, NY New York NY 69200 58900 14.343632 .70754236 47.379467 2.6542149 6.7959361 .38071078 -4.6326036 -7.6824317 2363.333333333334
1314 University Of California, Irvine Los Angeles CA 92100 60400 12.246905 1.5964504 55.264694 2.5234606 6.7682147 .30904582 -4.7162452 -7.8978872 3244.333333333334
2812 Trocaire College Buffalo NY 65400 38200 23.652473 .23571844 28.479485 .094428927 6.7361021 .022334775 -5.20193 -3.2798278 82.5
20983 Western Technical College of El Paso, TX El Paso TX 30500 23900 43.691811 .0505221 15.413422 0 6.7344031 0 -10.416098 -7.0224338 224
3582 Laredo Community College Laredo TX 27400 28700 43.07666 .052582059 15.581796 .29380697 6.7121172 .12656222 -11.329559 -5.2458143 1331.333333333333
30646 University Of Texas At Brownsville Brownsville TX 26400 29800 47.349705 .14161171 14.033644 .30516452 6.6448889 .1444945 -13.627665 -7.4154882 1351.333333333333
2820 Saint Francis College New York NY 70500 53000 13.452872 .43094406 49.203571 .6377728 6.6192942 .08579877 -2.0422208 -7.2995806 365.3333333333333
8611 CUNY, Hostos Community College New York NY 26700 27700 45.826004 .050559912 14.185498 0 6.5006471 0 -5.8702636 -6.507854 235.3333333333333
2621 New Jersey Institute Of Technology Newark NJ 84000 71600 10.139068 .38414061 63.790905 1.0736407 6.467803 .10885715 -2.1279979 -4.6048923 612.6666666666666
1243 Mount St. Mary's College Los Angeles CA 48500 44900 21.239695 .46410161 30.078995 .70868033 6.3886867 .15052155 -7.5994849 -11.815791 222.3333333333333
1343 Woodbury University Los Angeles CA 61900 44300 18.690575 2.2754951 34.051167 .0042108186 6.3643589 .00078702613 -8.2350988 -7.649632 115.6666666666667
1153 California State University, Northridge Los Angeles CA 61100 44100 19.794104 .6706683 31.953251 .72009653 6.3248596 .14253666 -6.0573931 -4.577383 2348.666666666667
2691 CUNY Borough Of Manhattan Community College New York NY 33500 31900 35.075352 .10283593 17.514887 .13941236 6.1434078 .048899379 -2.1635275 -4.0798979 2047.333333333333
9225 Texas State Technical College Harlingen Brownsville TX 29100 25400 43.21106 .22869818 14.214651 .45726299 6.1423016 .19758819 -12.196259 -7.7596059 873.6666666666666
10051 CUNY Laguardia Community College New York NY 33800 31800 36.779636 .033236787 16.46369 0 6.055285 0 -9.2045507 -8.4401712 1178
2597 Bloomfield College Newark NJ 40800 35600 26.851263 .017513698 22.484524 .54988819 6.0373793 .14765193 -8.6646423 -11.421399 227
1316 University Of California, Riverside Los Angeles CA 75000 52800 14.668724 .8581109 41.020813 .67461056 6.01723 .098956764 -4.4312797 -5.0271931 2364.333333333334
2692 CUNY Bronx Community College New York NY 29700 28700 40.972702 .091748536 14.355651 .0054521114 5.8818979 .0022338773 1.6001225 -1.2388018 778.6666666666666
212 College Of Mount Saint Vincent And Manhattan College New York NY 94800 67900 9.2331686 1.737998 62.63895 1.8693922 5.7835598 .17260413 -1.2929488 -1.3199376 831
7394 Berkeley College of New York, NY New York NY 42500 36500 27.447081 .53121299 21.035694 .0056456053 5.7736835 .0015495538 3.6672459 7.4207873 372
9618 Tulsa Welding School Tulsa OK 43900 26100 27.616358 .061896194 20.878515 0 5.7658854 0 -4.6119528 -7.5679498 255
3614 Southwest Texas Junior College Uvalde TX 28100 28000 42.978165 .087250732 13.336743 .29788846 5.7318873 .12802699 -13.313918 -4.7178063 773.6666666666666
1141 California State University, Dominguez Hills Los Angeles CA 45600 40300 26.318241 .073130883 21.281729 .27680266 5.6009765 .072849587 -7.9841657 -4.5438981 451.3333333333333
1315 University Of California, Los Angeles Los Angeles CA 105500 65800 10.242689 3.6824386 54.636555 4.4001541 5.596252 .45069408 -1.6410502 -3.7124486 4734
10509 Hallmark College Of Technology San Antonio TX 42400 33200 31.601173 .22928566 17.677214 0 5.5862064 0 -5.8956709 -9.2641716 108.5
2697 Queensborough Community College-CUNY New York NY 42200 32400 27.576023 .063350827 20.115633 .49320582 5.547092 .13600655 -5.5555587 -7.4269667 1494
122 Long Island University System New York NY 59000 39900 18.595896 1.504786 29.769798 1.2805028 5.5359607 .23812096 -5.608592 -10.476321 1677
1374 Albertus Magnus College Bridgeport CT 68600 43400 12.973523 .35828912 42.551868 .029414468 5.5204768 .0038160929 .18003123 -2.6047432 65.66666666666667
2638 Saint Peter's University Newark NJ 59700 45500 20.468721 .37753019 26.85788 .70686686 5.4974651 .14468661 -8.1598988 -8.7430429 447.6666666666667
1155 San Jose State University San Jose CA 91700 56500 11.658612 .96155322 46.557117 1.8367313 5.4279132 .21413738 -4.1787972 -7.0231481 2182.333333333334
2782 New York Institute Of Technology New York NY 78500 49900 14.60806 1.5220797 36.985092 .010352842 5.4028044 .0015123492 -6.0802588 -7.4753737 637.3333333333334
2613 New Jersey City University Newark NJ 51600 41200 20.409746 .0940018 26.058468 0 5.3184671 0 .95113039 2.3650267 783.6666666666666
3639 Texas A&M University - Kingsville Corpus Christi TX 47700 39800 25.405338 .29822475 20.836184 .63951749 5.2935028 .16247159 -7.5371594 -7.1099868 823
2032 Xavier University Of Louisiana New Orleans LA 63100 48400 16.702759 .39558756 31.462702 2.1135638 5.2551394 .35302347 2.2524054 8.3640871 657.3333333333334
3625 Sul Ross State University Alpine TX 45000 37100 23.651514 .12868352 22.195349 1.4832546 5.2495365 .3508122 -4.3597102 -2.4164248 285.3333333333333
1050 Tuskegee University Auburn AL 54400 38900 18.653946 .16463323 28.048244 0 5.2321043 0 -3.1784654 -1.9533306 522.6666666666666
9635 Florida International University Miami FL 66700 46800 15.013785 1.202119 34.801067 .78079391 5.2249579 .11722673 -2.0987065 -2.6548076 2864.5
3623 Saint Mary's University San Antonio TX 76700 49700 13.445237 1.6042205 38.036057 1.675483 5.1140385 .22527266 -3.4928625 -1.6439925 438
2836 Binghamton University Union NY 104400 65700 9.4252949 .64435375 53.978477 4.8192863 5.0876303 .45423192 -2.876076 -6.1997514 1975
10097 CUNY Medgar Evers College New York NY 35100 30900 30.484688 .13676974 16.55872 .0028742009 5.047874 .00087619119 -4.0861492 -7.6234331 284
7109 SUNY College At Old Westbury New York NY 48400 39200 20.588211 .38401425 24.483013 0 5.0406141 0 -8.2117538 -17.49811 251
1134 California Maritime Academy San Francisco CA 113100 85800 5.9269118 .74594051 84.974731 6.0716724 5.0363774 .35986269 -2.1002412 -2.5738347 92
2004 Dillard University New Orleans LA 42600 36700 24.772984 .15893224 20.298244 .19254729 5.0284805 .047699708 4.4289274 7.6223145 414.1666666666667
2883 Utica College Syracuse NY 67500 47800 13.10263 .49392343 38.360474 2.9418235 5.0262308 .38545626 -3.7008684 -2.2971797 345
2694 Kingsborough Commmunity College/CUNY New York NY 40700 31300 27.10601 .16059734 18.359835 .60465872 4.9766188 .16389886 -1.9705111 -1.0987346 1624.666666666667
2667 Dowling College New York NY 71500 45800 16.336199 .58125478 30.326214 .76758724 4.9541502 .12539458 -5.4134569 -11.676822 275
34 University Of Houston System Houston TX 65700 45400 15.731335 .71148992 31.238102 1.1459769 4.9141703 .18027747 -2.307286 -3.2491651 4619.333333333333
1312 University Of California, Berkeley San Francisco CA 114700 67900 8.8423376 4.7117095 55.246651 8.6400433 4.8850956 .76398182 -1.6523691 -2.6460705 4624.333333333333
9797 Midland College Midland TX 58600 35900 18.844025 .30878383 25.685894 .46976459 4.8402562 .088522561 -8.3010788 -9.06709 768.6666666666666
1317 University Of California, San Diego San Diego CA 111300 65300 8.777235 3.3567567 55.060005 4.5455208 4.8327465 .39897105 3.5330932 8.2813978 3264.666666666667
1214 Imperial Valley College Yuma CA 34300 25800 35.884327 .13814998 13.431496 0 4.8198018 0 -9.800499 -7.7659311 885.6666666666666
1261 Pasadena City College Los Angeles CA 44600 29500 27.937716 .51477349 17.23407 .42361161 4.814806 .11834741 -7.3442655 -7.6677561 3321.333333333334
1137 California State University, Fullerton Los Angeles CA 83300 47800 12.116247 .85602051 39.610577 .69595867 4.7993155 .084324077 -3.6968536 -5.3294768 2374
10387 El Paso Community College El Paso TX 29200 25700 40.920174 .069665946 11.668072 .17266117 4.7745953 .070653252 -10.199104 -7.9576812 2837.666666666667
5692 Reid State Technical College Atmore AL 34600 17500 34.119484 .10840176 13.939927 .086672992 4.7562313 .029572379 2.2708378 5.4882712 105
36273 Lamar Institute Of Technology Beaumont TX 52600 34400 24.282091 .15602395 19.470011 .20055349 4.7277255 .048698582 -7.1755252 -3.9441895 437.3333333333333
3596 Odessa College Midland TX 50900 34800 20.727978 .10583673 22.722612 1.1935855 4.709938 .24740614 -4.4728661 -7.7280059 912.3333333333334
59 Robert Morgan And Miami Lakes Educational Centers Miami FL 32200 23000 35.539444 .069012508 13.001621 .003262362 4.6207042 .0011594254 -8.0133219 -7.2422571 175.3333333333333
2006 Grambling State University Ruston LA 34300 30500 34.357506 0 13.437594 .23359163 4.6168222 .080256253 -9.4198704 -4.8968821 815.6666666666666
62 Miami Dade Community College System Miami FL 37000 31300 31.510422 .37243202 14.626253 .17387097 4.6087937 .054787472 -3.9628954 -3.5843372 7259.333333333333
7993 California State University, Bakersfield Bakersfield CA 67700 46100 14.064996 .36967111 32.759682 .42959061 4.6076479 .060421903 .687971 2.8271258 542.6666666666666
1116 Art Center College Of Design Los Angeles CA 84800 42800 14.908856 1.90461 30.677685 2.0532672 4.5736918 .30611867 -6.8695941 -1.4835708 109.5
1468 Saint Thomas University Miami FL 37500 35300 28.582836 1.0630425 15.930745 .0070524742 4.5534587 .0020157972 -8.4577074 -14.41845 125
9932 Texas State Technical College West Texas Sweetwater TX 41000 28900 26.87678 .3218562 16.656301 .28545973 4.4766774 .076722383 -9.7697353 -15.165091 411.5
107 Triangle Tech Pittsburgh PA 55800 37500 17.49585 0 25.422829 .46908352 4.4479399 .082070149 -3.6720779 -6.0784554 327
1313 University Of California, Davis Sacramento CA 109400 61600 8.5837574 2.6686411 51.769852 3.4047132 4.4437985 .2922523 1.4319528 3.6063001 3996
1139 California State University, Long Beach Los Angeles CA 85800 48800 11.606012 1.184576 38.175957 .30129835 4.4307065 .034968723 -.54861575 -.23960234 2863.666666666667
1142 California State University, San Bernardino Los Angeles CA 69800 43500 14.09772 .38544467 31.198097 .8116793 4.3982205 .11442827 -1.2455586 -.37529761 1151.666666666667
1286 Santa Monica College Los Angeles CA 51300 28800 22.690758 1.9464734 19.325552 .56361753 4.3851147 .12788908 -2.5649261 -2.3187065 2886.666666666667
1138 California State University, East Bay San Francisco CA 86000 51300 9.8883429 .52334911 43.979919 .93932122 4.3488851 .092883304 2.9412355 4.1534219 696.6666666666666
2655 New Mexico Junior College Hobbs NM 50000 31300 22.042318 .34722337 19.683868 0 4.3387809 0 -3.2822223 -3.8523715 352.3333333333333
2025 Southern University And Agricultural & Mechanical Colg At Baton R Baton Rouge LA 38600 34200 31.241489 .080337681 13.88679 .28432357 4.3384399 .088826925 -7.0119834 -1.0362322 1561
2639 Stevens Institute Of Technology Newark NJ 96000 92100 6.8676248 1.2514296 62.470394 3.2940545 4.2902327 .2262233 -2.9419751 -9.3913946 293
2710 Cooper Union For The Advancement Of Science & Art New York NY 110100 64300 8.2825212 2.6050696 51.646568 7.0066543 4.277638 .58032763 -3.7931788 -4.4114227 174.3333333333333
1988 Union College of Barbourville, KY London KY 56400 36900 24.598879 .15920325 17.389259 .028272718 4.2775631 .0069547715 -10.549081 -5.1116099 77
91 Devry University, Devry Institute Of Technology And Denver Technical College Chicago IL 56300 40900 17.623381 .2580784 24.265957 .44684076 4.2764816 .078748442 4.9683666 8.1795521 7212
1251 Otis College Of Art & Design Los Angeles CA 80500 47600 10.674747 4.5208464 39.971699 .049755186 4.2668777 .0053112404 -1.1802304 2.2264552 124
1329 University Of The Pacific Sacramento CA 96500 59000 8.5527391 3.9641705 49.739422 .63644826 4.2540832 .054433756 -1.7470138 -3.5614431 617.6666666666666
1002 Alabama Agricultural & Mechanical University Huntsville AL 44500 32900 24.356117 .017934356 17.323408 .29935566 4.2193098 .072911419 -4.8939219 .23420663 943.6666666666666
21922 Thomas A Edison State College Newark NJ 79300 37500 10.351506 2.5492089 40.45998 .0046350085 4.1882176 .00047979321 -2.7925847 -4.1626863 222.6666666666667
7549 Coyne College Chicago IL 44200 31400 21.289909 .25655058 19.669069 0 4.1875267 0 11.588048 9.4732885 149.3333333333333
7780 New Castle School Of Trades Youngstown PA 50400 28700 20.639191 .0505221 20.282461 .011271513 4.1861353 .002326349 -6.3898005 -12.733795 82.5
1147 California State University, Fresno Fresno CA 72400 44400 15.951231 .85306448 26.240528 .37266278 4.1856875 .059444301 -3.0854735 -2.1689956 1656.333333333333
7678 Spartan College Of Aeronautics And Technology Tulsa OK 62100 49300 13.039255 .24412684 31.817223 .15892978 4.1487288 .020723259 5.0362668 10.536118 293
2698 College Of Staten Island/CUNY New York NY 73500 41200 14.325194 .35455799 28.86385 .69036621 4.1348023 .098896295 2.3011901 3.1635423 1361.333333333333
2989 Dickinson State University Dickinson ND 57800 40700 13.897127 .096862167 29.488029 .0048389109 4.0979886 .00067246961 -7.2825379 -18.775146 343
34244 Fortis College of Houston, TX Houston TX 27900 23500 41.854 .075852923 9.7010193 .050275698 4.0602646 .021042392 -5.7019258 -8.2260895 69.5
12 Los Angeles Community College District Los Angeles CA 41400 28400 28.322422 .38187557 14.326668 .18814249 4.0576591 .053286511 -3.5732117 -2.8827007 8129.333333333333
1590 Savannah State University Savannah GA 45400 29400 24.721367 .10882883 16.327091 .0084497677 4.0362802 .0020888979 -1.1801389 4.8069434 332
7502 Berkeley College of Woodland Park, NJ Newark NJ 51200 37600 20.836933 .36599362 19.284176 .021156583 4.0182309 .0044083828 2.3430896 8.5857954 446.3333333333333
1448 Howard University Washington DC DC 76900 49600 10.792967 .42792594 37.098278 .86662686 4.0040045 .093534753 -1.0752089 -2.5590913 1082
2654 New Mexico Institute Of Mining & Technology Socorro NM 91800 55000 8.3693523 .39256126 47.67683 3.5972097 3.9902415 .30106312 -5.1714387 -8.3925161 194
12954 Hudson County Community College Newark NJ 32600 25100 36.264919 .058749452 10.998089 .12464062 3.9884481 .045200821 -5.2622466 -5.6392593 719
2722 Fordham University New York NY 113300 63300 7.6365905 4.7085629 52.093887 4.0331769 3.9781969 .3079972 -1.8139461 -4.0625482 1394.666666666667
2712 D'Youville College Buffalo NY 75800 45200 14.159825 .37063274 28.01111 .073539399 3.9663243 .01041305 -4.8807764 -10.158685 107.6666666666667
2424 Mississippi Valley State University Greenwood MS 28800 24900 45.458763 .0505221 8.6832457 .0082420558 3.9472959 .0037467366 -19.967096 -7.4589357 314
1328 University Of Southern California Los Angeles CA 120100 63700 7.2092438 10.021389 54.554592 4.5414047 3.9329739 .32740092 -2.813071 -6.4355574 3052.666666666667
1910 Coffeyville Community College Bartlesville KS 40700 24100 28.458994 .12095643 13.785735 1.6140875 3.9232817 .45935306 -8.2042561 -21.299774 160
7287 Brazosport College Pearland TX 74000 35700 13.677046 .082002923 28.556961 .37613246 3.9057486 .051443808 -3.2902341 -1.3360261 603.6666666666666
10633 Houston Community College Houston TX 49200 31400 21.898758 .46544772 17.777588 .31611764 3.8930709 .06922584 -.07148318 2.9283786 3907.5
2911 Bennett College Greensboro NC 50000 33400 18.29908 .30557731 21.229877 0 3.884872 0 -1.1458517 .27779782 126
35424 Copper Mountain College Los Angeles CA 50100 27100 22.266489 .27258706 17.435398 .045363437 3.882251 .010100845 1.1131202 -.16948986 327
2926 Elizabeth City State University Virginia Beach NC 37400 31000 32.103271 0 12.077756 .00017424319 3.8773549 .000055937762 -10.235971 -1.8028053 334.6666666666667
218 Poster & Chester Institute Bridgeport CT 62500 31700 14.433408 .22941858 26.831087 .034402832 3.8726404 .0049655009 9.620862 9.0632029 217
2498 Park University Kansas City MO 65300 43600 14.047748 .48766649 27.556313 .0017182672 3.8710411 .00024137784 -2.1391349 -3.1562681 543
5208 College Of Westchester New York NY 55800 34900 19.217539 .44669518 20.060772 .055521149 3.8551867 .010669799 2.2057524 5.1640329 176
1157 California State University, Stanislaus Modesto CA 72300 44800 13.350468 .32910338 28.87542 .033976525 3.8550034 .0045360248 -2.5825417 -3.5734921 603
11644 University Of Maryland University College Washington DC MD 53900 40100 18.132534 .21478516 21.250486 .22919038 3.8532517 .041558027 -6.4771466 -13.00266 4740.666666666667
3584 Letourneau University Longview TX 85700 49300 8.9892778 1.761058 42.5354 2.7773087 3.8236253 .24965999 -2.402117 -6.6285081 263
4799 Monroe College New York NY 28200 20400 43.616085 .044881385 8.7579584 0 3.8198788 0 -7.4665775 -12.055316 928.3333333333334
31155 Adventist University Of Health Sciences Orlando FL 62900 39200 12.763434 .058265973 29.661634 .0598468 3.7858434 .0076385071 -4.6064453 -6.4156098 120.5
1441 University Of The District Of Columbia Washington DC DC 40000 30100 24.706467 .023529911 15.2951 0 3.7788789 0 -3.3723872 -7.0136375 349.6666666666667
1469 Florida Institute Of Technology Palm Bay FL 86300 59600 7.329957 1.1676306 51.16753 4.1038637 3.7505581 .30081144 8.0708008 12.86558 327
2629 Rutgers, The State University Of New Jersey Newark NJ 101000 58400 7.9205556 1.1834799 47.305752 2.5410457 3.7468784 .20126493 -1.2149863 -3.088032 6600.666666666667
4003 Central Texas College District Killeen TX 51800 37200 19.599943 .10901452 19.0961 .10991739 3.7428248 .021543745 -4.5282907 -5.6717153 4605
2790 Nyack College Newark NY 58400 31000 18.072001 .48255035 20.677118 0 3.7367687 0 2.5434108 2.4319952 262.6666666666667
1253 Fresno Pacific University Fresno CA 71100 37900 10.072253 .38235998 36.892948 .055573568 3.7159514 .0055975104 -1.5922371 -5.1782942 160.6666666666667
12358 Plaza College New York NY 29100 18800 44.500973 .0505221 8.3288879 .4793486 3.7064362 .2133148 -4.1582847 -12.971676 159
2846 State University Of New York At New Paltz Poughkeepsie NY 91900 46300 9.8972025 .31816196 37.273388 1.566584 3.6890223 .155048 -4.6111708 -6.7876153 842
3563 Del Mar College Corpus Christi TX 52900 30100 22.380438 .24616714 16.410892 .011262381 3.6728296 .0025205703 -4.2844195 -3.4009047 1899.666666666667
1151 San Diego State University San Diego CA 100500 51000 8.9785795 1.8647346 40.78413 1.866205 3.6618357 .16755871 -1.9203054 -2.9022052 3196.333333333334
2020 University Of Louisiana At Monroe Monroe LA 59700 35000 20.35144 .47688931 17.991072 .7195037 3.6614423 .14642936 -8.240428 -6.5914688 1051
2713 Dominican College Of Blauvelt Newark NY 88900 48900 7.5897069 .43007863 48.201897 2.7854118 3.6583827 .21140459 3.2527413 -2.281018 140
1694 Chicago State University Chicago IL 43700 31900 25.747425 .051270898 14.182775 .012042783 3.6516991 .0031007065 -1.1236805 4.0197635 417
2866 Fashion Institute Of Technology New York NY 79800 36700 12.86495 1.841401 28.359838 .63694942 3.6484792 .081943229 -5.6250076 -11.194515 1208.333333333333
13029 Boricua College New York NY 28900 23200 46.65152 .12511554 7.7926135 .028288893 3.6353729 .013197199 -4.5999217 .073042825 92.5
1526 Saint Leo University Tampa FL 57300 38000 18.977495 .38098201 19.150831 .77829254 3.6343482 .14770044 -6.7169509 -11.700923 694
94 ITT Technical Institute Indianapolis IN 52600 35600 19.454643 .24701527 18.68042 .16852589 3.6342092 .032786112 4.0114412 7.2497921 8164
1691 Illinois Institute Of Technology Chicago IL 91600 72300 6.000946 1.43293 60.558743 4.5524487 3.6340973 .27318999 1.5553524 1.3136578 244.6666666666667
1216 University Of La Verne Los Angeles CA 72300 48600 12.084086 1.0273737 30.038504 .98295677 3.6298785 .11878134 -2.3146896 -5.6973414 285.3333333333333
3504 Martin Methodist College Columbia TN 62000 37000 19.1098 .068146855 18.984327 .053681683 3.6278672 .010258463 -6.538753 -9.4820976 66
2785 New York University New York NY 130500 58100 6.9385424 8.8063698 52.27713 7.4537716 3.6272709 .51718313 -1.6678948 -3.2508402 3738.666666666667
2835 State University Of New York At Albany Albany NY 98000 56300 8.3287802 .81296134 43.444027 2.7103276 3.6183577 .22573723 -.38194475 -2.0655417 2213
18 San Francisco Community College District San Francisco CA 53400 33000 18.398703 .39010939 19.634426 .35436755 3.6124797 .065199032 1.086077 -4.2909579 2076.333333333334
2533 Montana State University - Northern Havre MT 56100 33600 15.079901 .2524595 23.936848 0 3.6096528 0 -4.4454389 -11.40697 232.3333333333333
10286 SUNY Empire State College Albany NY 76000 39000 14.019026 .51000834 25.704639 .014686624 3.6035399 .0020589216 -2.2663343 -2.5276923 202.3333333333333
3598 Our Lady Of The Lake University San Antonio TX 46000 38800 22.076452 0 16.320995 .03521454 3.6030967 .0077741211 -3.0956645 .67922163 242.6666666666667
2534 Rocky Mountain College Billings MT 72600 38800 10.021361 1.6157581 35.887569 .10828188 3.5964229 .010851319 -3.4508746 -10.808513 133.6666666666667
3424 Claflin University Columbia SC 35400 33600 31.608564 .086995028 11.363832 .030257801 3.5919442 .0095640561 -30.440474 -39.228256 272
2026 Southern University At New Orleans New Orleans LA 32100 27300 37.862129 .068971127 9.4593534 .31346714 3.5815127 .11868534 -3.2363162 5.5042787 265
1466 Barry University Miami FL 69500 39200 15.535042 2.8029113 22.995251 .82351619 3.5723217 .12793358 4.8217745 8.1028461 272.6666666666667
30627 Platt College of Alhambra, CA Los Angeles CA 48500 24500 25.964409 .60673004 13.625627 .16522442 3.5378132 .042899545 -3.3619947 3.9405308 99.66666666666667
30353 Southern Careers Institute San Antonio TX 28900 17100 47.105648 .11852375 7.4901476 .1933814 3.5282829 .091093563 -15.556823 -11.214062 406
2772 Mercy College New York NY 50700 31100 22.385523 .36037382 15.746564 .019822124 3.5249505 .0044372859 -3.3915229 -6.0267339 591.6666666666666
3211 Oregon Institute Of Technology Klamath Falls OR 76400 51900 9.7608461 .11763991 36.084667 1.0991013 3.5221689 .1072816 -1.2615291 -8.426733 312.6666666666667
9204 Kiamichi Technology Center Fort Smith OK 29800 18000 43.620117 .07732749 8.0230541 1.8306168 3.4996657 .79851717 -12.592058 -9.6296864 111
1154 San Francisco State University San Francisco CA 87200 45800 10.07141 1.2867942 34.707272 1.4307158 3.4955118 .14409326 -1.4603801 -5.3017588 1854.666666666667
1119 Barstow Community College Los Angeles CA 58000 28700 18.924633 .083232775 18.435741 0 3.4888964 0 7.3264995 7.5571246 478
2760 Manhattanville College New York NY 95400 48900 8.4173412 3.2543461 41.392406 1.432421 3.4841399 .12057175 1.4498948 3.5959303 295.6666666666667
1479 Embry-Riddle Aeronautical University Deltona FL 92400 65600 7.2243505 1.4424953 48.158756 1.3296512 3.4791574 .096058659 1.6937146 .60270315 1401.666666666667
2837 State University Of New York At Buffalo Buffalo NY 95300 52700 8.1726017 .59959221 42.464649 2.4677064 3.4704666 .2016758 -.65125132 -2.1823547 2814
3046 Franklin University Columbus OH 65800 40100 13.459418 .30125949 25.74876 1.9979907 3.4656334 .26891792 6.8870692 10.334783 125
2044 Maine Maritime Academy Bangor ME 85300 75900 7.5922794 .58829129 45.608269 9.1369867 3.4627073 .69370556 -1.4702493 -7.6896234 145.6666666666667
1269 Rio Hondo Community College Los Angeles CA 46500 32400 22.689423 .11222608 15.256782 .19921581 3.4616756 .045200918 -5.2914119 -7.7975879 1545.333333333333
2708 Barnard College New York NY 148000 56300 6.5402598 12.618666 52.820206 6.6375942 3.4545786 .43411589 .09027084 -1.8497171 535.3333333333334
3630 Prairie View Agricultural & Mechanical University Houston TX 45500 34800 21.610006 .00053475396 15.979915 .26257074 3.4532607 .056741554 -2.9901295 -1.2971228 1167.333333333333
5488 Capital Area Technical College Baton Rouge LA 44300 24600 28.281466 .16686372 12.203152 .12213817 3.45123 .034542464 -2.1542945 -2.4522591 2398
1852 Clarke University Dubuque IA 75700 45100 7.0276628 .9949823 49.030472 .1282458 3.4456961 .0090126833 -5.8489299 -7.9696507 160
3765 Norfolk State University Virginia Beach VA 48000 34400 20.608868 .018557239 16.711349 0 3.44402 0 -5.8426571 -7.4083543 979.3333333333334
3724 Marymount University Washington DC VA 91800 47000 9.5781384 3.2237549 35.877098 0 3.436358 0 -2.9211915 -7.101263 245
3764 Virginia State University Richmond VA 52200 35900 19.235935 .15952259 17.847628 .24121512 3.4331579 .046399985 -3.5885193 -5.9752369 803.3333333333334
1605 Chaminade University Of Honolulu Honolulu HI 66600 38100 15.715286 .48551905 21.801208 0 3.4261222 0 -4.4110441 -8.1548491 275.6666666666667
2622 Kean University Newark NJ 79200 46900 11.098741 .18792887 30.801348 .29835916 3.4185619 .033114109 -1.3501241 -2.6568689 1032.333333333333
3554 Clarendon College Memphis TX 50800 28300 20.852247 .071047612 16.393827 0 3.4184813 0 -6.5521531 -11.670352 184
3642 Texas Southern University Houston TX 36300 27700 30.844814 .0030129752 11.051506 .1973666 3.4088163 .06087736 -4.6179814 -5.4149718 1115.666666666667
1933 McPherson College Newton KS 70000 37200 11.640731 .60948086 29.281271 0 3.4085538 0 -4.4835062 -9.7715197 101.3333333333333
2178 Massachusetts Institute Of Technology Boston MA 141000 98500 5.1078739 7.0637131 66.528679 13.407938 3.398201 .68486053 .88440043 1.3737836 913.3333333333334
32603 California State University, Monterey Bay San Jose CA 93200 41100 10.497926 1.3763506 32.266464 .98564905 3.3873096 .10347271 -3.4088585 -7.2467537 322.6666666666667
1309 Taft College Bakersfield CA 62300 32300 16.317604 .097908512 20.628342 .02600652 3.3660512 .0042436407 -1.4216692 -3.0739403 153.5
4 Coast Community College District Los Angeles CA 72800 30600 16.203936 1.0915638 20.759323 .2698077 3.3638272 .043719463 -2.1452432 -1.341159 5334.666666666667
2885 Albany College Of Pharmacy And Health Sciences Albany NY 95800 115800 3.9403558 .19784023 85.208885 .25403962 3.3575335 .010010065 -.63604873 -3.2948301 129
3290 Lincoln University of Lincoln University, PA Philadelphia PA 47500 37400 20.534586 .040689323 16.346292 0 3.3566434 0 -5.3312893 -10.560442 290
3353 University Of The Sciences In Philadelphia Philadelphia PA 95300 102700 5.3269253 .30449113 62.914597 .015336959 3.3514135 .00081698835 .48784083 -5.4258189 309
3574 Howard County Junior College District Big Spring TX 53100 28500 19.020721 .066302441 17.613865 .056857429 3.3502839 .010814693 -5.3317256 -1.4472766 432.5
2531 Montana Tech Of The University Of Montana Butte-Silver Bow MT 68300 46700 11.43111 .51467115 29.21035 3.4722664 3.339067 .39691859 -2.5297263 -5.017345 337
1249 Occidental College Los Angeles CA 122400 49000 8.5336227 8.6651602 39.126663 2.0575826 3.3389218 .17558631 -4.8552971 -10.053344 380
1150 California State University - Sacramento Sacramento CA 88700 47900 10.452874 .93292201 31.888157 .0003628213 3.3332288 .000037925256 .41455802 1.8618189 2041.333333333333
222 Fairleigh Dickinson University Newark NJ 87000 48200 9.5446501 2.6166873 34.902512 .43138739 3.3313227 .041174415 .6837908 -2.7201259 780.6666666666666
2500 College Of The Ozarks Aurora MO 49200 32000 17.934622 .1546108 18.49605 .01598678 3.3171966 .0028671685 -12.227397 -19.156492 218.5
23582 Lamar State College - Orange Beaumont TX 64100 27200 20.821583 .070487313 15.914715 .15779734 3.3136957 .032855906 -2.8842046 -3.7816889 259.5
1219 Long Beach City College Los Angeles CA 49900 28100 24.16667 .22785991 13.679748 .094588175 3.3059397 .022858813 -3.1368899 -1.5382602 3148.666666666667
215 MCP Hahnemann And Drexel Universities Philadelphia PA 94100 65500 6.6638765 1.6902633 49.589874 1.5898916 3.3046081 .10594841 -2.908145 -7.6809421 1881
3371 Temple University Philadelphia PA 82700 46700 9.2837181 .77590692 35.593597 1.675778 3.3044095 .15557452 -3.128361 -9.534565 2996.666666666667
1161 Cerritos Community College Los Angeles CA 45500 30200 23.391293 0 14.12366 .1542559 3.3037066 .03608245 -5.9970169 -7.1636667 3216
1559 Clark Atlanta University Atlanta GA 54500 35200 17.830929 .3107512 18.507406 .69318432 3.3000424 .12360121 1.0215578 2.2438178 825.6666666666666
1215 La Sierra University Los Angeles CA 81300 43200 11.186931 1.5468285 29.474358 1.5374595 3.2972758 .17199454 -3.0348127 -3.9275198 205
2769 Marymount Manhattan College New York NY 91100 35800 11.929653 4.175168 27.616549 .81323338 3.2945585 .097015925 -4.8914576 -12.096478 368.3333333333333
2778 Mount Saint Mary College Poughkeepsie NY 91700 47100 8.0073814 .92643148 41.126987 .042073842 3.293195 .0033690133 -5.0053496 -11.328357 278.3333333333333
7107 Essex County College Newark NJ 43000 28400 25.286119 .27855477 13.015045 .00068714947 3.2910001 .00017375345 -2.1995895 .3861205 972
1401 Post University Bridgeport CT 57800 36800 14.912631 1.0243847 22.05706 .024758533 3.2892878 .0036921487 12.631336 14.013412 132
1594 Spelman College Atlanta GA 84500 49800 9.4288511 1.3499799 34.880478 2.2544501 3.2888281 .21256875 1.2130018 2.891885 475
1238 Mills College San Francisco CA 79100 40200 10.617122 3.4654498 30.952389 5.5721064 3.286253 .59159732 -.92406732 -5.9294863 115
2402 Copiah-Lincoln Community College Jackson MS 41400 26900 31.81024 .098101594 10.296646 .016941413 3.2753878 .0053891037 -8.0965672 .98651677 633.5
9706 South Seattle Community College Seattle WA 61600 32600 17.408611 .38829145 18.803709 .012727728 3.2734644 .0022157207 2.7059376 -.61932856 385.3333333333333
2806 Rochester Institute Of Technology Buffalo NY 95700 62400 6.3269167 1.6997546 51.700191 1.765573 3.271028 .11170633 .44326103 -.24164683 1945.333333333333
1480 Florida Agricultural & Mechanical University Tallahassee FL 57000 39300 15.397835 .20564513 21.212914 .59565467 3.2663293 .091717914 1.9561058 7.7264338 2142.666666666667
1509 Nova Southeastern University Miami FL 64000 43500 13.516561 1.5008928 24.109715 0 3.2588043 0 -1.5060371 -7.765224 286.3333333333333
2666 Adelphi University New York NY 96300 50700 8.7048025 2.3863256 37.433441 3.0012798 3.2585073 .26125547 -3.120115 -7.7034125 509
5354 Tennessee College Of Applied Technology-Jackson Jackson TN 54600 30000 17.666834 .11826245 18.335133 .011888341 3.2392375 .0021002935 1.9696769 5.8064041 108.5
3179 Southeastern Oklahoma State University Sherman OK 58700 34100 17.545877 .28625435 18.455851 .018860066 3.238241 .0033091642 -2.1422033 -4.7380867 525.6666666666666
3007 Williston State College Williston ND 60200 34900 14.718456 .34145483 21.930895 .030401023 3.2278891 .0044745617 -5.185102 -17.890438 170.3333333333333
5734 H. Councill Trenholm State Technical College Montgomery AL 34500 22300 33.179058 .12246414 9.6935377 .018267486 3.2162244 .0060609798 -9.2125168 -8.0974979 194.5
1182 College Of The Desert Los Angeles CA 44900 28400 24.684334 .3540158 13.013613 0 3.2123237 0 -7.3196702 -6.3421979 1342.666666666667
8221 Universal Technical Institute of Rancho Cucamonga, CA Los Angeles CA 62900 41300 13.784989 .24697702 23.239635 .12418132 3.2035813 .017118381 1.4908986 4.2607565 2105
23385 Glendale Career College Los Angeles CA 33200 17900 38.327797 .16438183 8.3514147 .087119304 3.2009132 .033390913 -16.010752 -9.736515 172
1196 Dominican University Of California San Francisco CA 98100 45200 6.0711908 2.5760667 52.676445 4.0258489 3.1980877 .24441697 -3.3007231 -7.2853937 137.6666666666667
2397 Belhaven University Jackson MS 77300 32200 12.699437 .74887884 25.175016 2.4903166 3.1970854 .3162562 -3.2476432 -7.2268724 139.5
25561 ETI School Of Skilled Trades Chicago IL 63100 37400 14.308093 .97700012 22.285027 .18654738 3.1885624 .026691373 7.4553342 9.4256563 138.5
2632 Seton Hall University Newark NJ 100900 56900 7.5406461 2.4662397 42.224033 1.3526974 3.183965 .10200213 -2.514046 -6.2506394 1009.666666666667
2657 New Mexico State University El Paso NM 59300 33500 17.891996 .21204583 17.780607 .45601609 3.1813054 .081590377 1.1738766 1.939952 3272.666666666667
11626 Westwood College - South Bay Los Angeles CA 39500 19000 30.418411 .07091286 10.455142 .059252318 3.1802881 .018023614 5.0346518 -1.271535 52.5
1131 California Institute Of Technology Los Angeles CA 124500 83000 4.8102689 4.3595595 66.062187 15.034837 3.1777687 .72321606 -1.3833109 -7.9113879 190.6666666666667
1693 Northeastern Illinois University Chicago IL 53300 34900 18.364094 .12983769 17.297632 .19512728 3.1765535 .035833359 1.0868969 .057185248 900
1749 Roosevelt University Chicago IL 73500 37000 14.085454 .90270692 22.551323 0 3.176456 0 -6.0675983 -10.915758 211
2617 Montclair State University Newark NJ 86600 50000 9.4593859 .54788131 33.51799 .74326283 3.1705961 .070308104 -3.0900805 -6.5529675 1434.666666666667
1459 Strayer University Washington DC VA 52700 34200 17.962791 .26728603 17.562685 .0032458443 3.1547487 .0005830442 13.36747 21.056915 613
2946 Methodist University Fayetteville NC 68600 39300 14.348197 .54333872 21.976086 .053761184 3.153172 .0077137607 -4.1235824 -8.6226683 401
2158 Lasell College Boston MA 74300 45300 10.896926 2.1509664 28.893379 .022598011 3.1484902 .0024624886 -5.7204599 -16.797796 203
31275 Advanced Technology Institute Virginia Beach VA 57200 33900 15.953134 .24579081 19.706888 .04072338 3.1438663 .0064966553 5.136167 10.330075 127.6666666666667
111 Anthem Institute Newark NJ 56900 32200 18.898329 .37734184 16.600492 .7600317 3.1372156 .14363329 10.026569 17.269712 701.6666666666666
3583 Lee College Houston TX 63300 34400 16.421404 .1060534 19.073608 .34340349 3.132154 .056391668 -1.7041065 -4.704452 674.8333333333334
8284 Mitchell Technical Institute Mitchell SD 59000 41400 9.8648891 .12388872 31.680515 0 3.1252477 0 -1.3488239 -14.025122 225
1197 El Camino College Los Angeles CA 51600 28300 21.975967 .34022903 14.19317 .32214379 3.1190863 .07079421 -2.1835759 -2.1863909 3618.333333333334
3662 Victoria College Victoria TX 65600 34700 16.425104 .27140832 18.974012 .28507593 3.1165013 .046824019 -2.6225884 -.86889845 717.3333333333334
2262 Kettering University Detroit MI 100100 85400 4.1647801 .51637679 74.689377 0 3.1106484 0 -1.3353173 -5.1616268 502
5617 South Georgia Technical College Americus GA 29700 18500 41.270695 .062383078 7.524085 .01031527 3.1052423 .0042571835 -11.140316 -14.550069 219
1582 Morehouse College Atlanta GA 81800 49800 8.5088177 2.4155521 36.409615 .075162061 3.0980279 .0063954028 3.6193664 4.4517918 548.5
8988 Lurleen B. Wallace Community College Troy AL 44200 23000 28.728708 .12740171 10.761069 .53713328 3.0915163 .15431145 -4.0961809 2.6155362 231.6666666666667
2664 Western New Mexico University Deming NM 51200 28000 23.116117 .011504872 13.372535 0 3.0912108 0 1.0240467 3.2590184 266.3333333333333
3749 George Mason University Washington DC VA 107500 56500 6.1455531 1.3030353 50.281109 .74004775 3.0900524 .045480028 -1.6624299 -3.981451 2159.333333333334
2653 New Mexico Highlands University Las Vegas NM 48500 33600 21.17561 .074358374 14.582239 .039820332 3.087878 .0084321983 -4.8120532 -6.7816029 227.3333333333333
2913 Campbell University Raleigh NC 69900 42700 11.58799 .80606323 26.630831 .29917651 3.085978 .034668542 -5.1521039 -10.371081 920
1710 Loyola University Chicago Chicago IL 98600 53500 8.187808 3.7387304 37.633072 2.2220445 3.0813236 .18193674 -3.6914933 -6.3379622 1114.666666666667
1034 Alabama Southern Community College Atmore AL 44300 24300 29.389938 .35938016 10.472322 0 3.0778091 0 -3.3183784 1.0283892 248
1320 University Of California, Santa Barbara Santa Barbara CA 124000 58800 6.211503 3.8128436 49.512096 2.7940729 3.0754454 .17355393 1.0458491 3.5021741 3450.333333333334
2707 Columbia University In The City Of New York New York NY 169600 75300 5.020813 13.680275 61.217045 14.944355 3.0735934 .75032812 .26161888 .86041361 1244.333333333333
1481 Florida Atlantic University Port St. Lucie FL 77100 40500 11.623572 1.9166873 26.414555 1.0326598 3.0703149 .12003196 -2.9542212 -5.9768825 1658.666666666667
2015 University Of New Orleans New Orleans LA 66400 36500 16.552917 .4645116 18.520807 .40093908 3.0657339 .066367112 -4.6914725 -9.0432768 1976.666666666667
4736 Bergen Community College Newark NJ 72000 33900 13.5021 .67213118 22.634359 .2834419 3.056114 .038270608 -.42625675 -.8618505 1818
2737 Iona College New York NY 97400 56200 7.7935553 1.1320206 39.170803 .56939501 3.0527983 .044376116 -3.4799929 -9.037919 618.3333333333334
2803 Rensselaer Polytechnic Institute Albany NY 114200 84100 4.7184253 2.4381247 64.620743 7.1571751 3.0490816 .33770594 -2.0320621 -7.1160445 1080.333333333333
1409 University Of Saint Joseph Bridgeport CT 86600 45800 8.0174017 .70990878 37.989376 0 3.0457606 0 -.9294427 .33672625 147
6911 Montgomery College Washington DC MD 69000 36100 13.333452 .82312393 22.764513 .17009933 3.0352955 .022680113 -1.8984661 -3.7960105 2941.333333333334
20988 University Of Phoenix Phoenix AZ 56000 35200 16.578573 .45461553 18.299643 .27381441 3.0338197 .045394517 11.85667 15.666548 736
60 Lincoln Technical Institutes And Lincoln College Of Technology Bridgeport CT 35400 27300 28.816744 .22474283 10.516911 0 3.0306311 0 -7.0983849 -17.153303 294.6666666666667
17 Heald College Fresno CA 52400 33600 19.686426 .14193369 15.385731 .21480441 3.0289006 .042287309 5.0376821 7.4230685 2428.333333333334
2986 Winston-Salem State University Winston-Salem NC 45400 33800 21.012121 .1135008 14.410923 .0025995267 3.0280406 .00054621568 -3.3194408 -2.2660465 466.3333333333333
2894 University Of Rochester Buffalo NY 129200 62000 5.7357917 5.5780468 52.672905 6.4756145 3.0212083 .37142777 -1.1745845 -2.4745126 988.6666666666666
3794 Saint Martin's University Seattle WA 82100 49100 10.116468 1.6375713 29.844391 0 3.0191984 0 -1.0425611 -2.3784339 89.33333333333333
2504 Saint Louis College Of Pharmacy St. Louis MO 92500 123600 3.2558031 1.1552385 91.929314 14.456934 2.9930375 .4706893 -1.0826421 -7.2664919 137.5
28 San Jose-Evergreen Community College District San Jose CA 67900 31900 15.518422 .30572689 19.276037 .4859778 2.9913371 .075416096 3.056679 3.3440099 1523
2052 Thomas College Portland ME 60700 38000 13.102926 .052976057 22.806723 .036658652 2.988348 .0048033562 -1.5940057 -2.6478839 125.6666666666667
9930 University Of Texas Of The Permian Basin Midland TX 64200 43300 12.322879 .26739329 24.249384 5.982842 2.9882221 .73725837 -3.0985129 -10.285803 135.3333333333333
2732 Hofstra University New York NY 105300 55700 7.0405016 3.4900315 42.433891 2.6517618 2.9875586 .18669732 -3.1965871 -9.9037027 1763.333333333333
1536 University Of Miami Miami FL 110100 54800 7.4726262 7.3890843 39.832901 3.8584995 2.9765637 .28833124 -2.1307032 -7.4210792 1726.333333333333
2996 North Dakota State College Of Science Fargo ND 63200 43500 9.7160187 .17784512 30.598774 .50557894 2.9729829 .049122144 -2.2639008 -9.6085243 726
2410 Jackson State University Jackson MS 37100 31700 30.505579 .029404886 9.744833 .22740038 2.9727178 .069369808 -7.831759 -1.4070059 923.6666666666666
3150 Cameron University Lawton OK 56400 32800 17.239676 .044042952 17.229517 .97304809 2.9703128 .16775033 -2.4043155 -4.727972 597.6666666666666
2699 Clarkson University Watertown NY 94600 73300 5.5987391 1.0683599 52.99403 1.1138617 2.9669976 .062362209 -.48753953 -4.9093766 559
1209 Hartnell Community College San Jose CA 51800 30500 19.784145 .15246616 14.984408 .25166556 2.9645371 .049789879 -4.1520801 -3.8238044 1280
1170 Claremont Mckenna College Los Angeles CA 142000 69900 4.3338103 13.383201 68.282814 28.830143 2.9592476 1.2494439 -.08427047 -2.70467 266
1342 Whittier College Los Angeles CA 98500 47900 7.889801 5.4661741 37.492298 1.5033209 2.9580679 .11860904 -2.1785083 -4.4724627 251
1245 Mount San Antonio College Los Angeles CA 62800 30800 16.697124 .2506215 17.686419 .51062351 2.9531231 .085259445 -3.0726488 -3.9787683 4660
22209 Cossatot Community College Of The University Of Arkansas Idabel AR 40800 22200 31.473413 .22846112 9.3669262 .0075752083 2.9480915 .0023841765 -8.8285236 -5.8003755 113.3333333333333
9549 Western Texas College Snyder TX 53800 30800 17.644911 .088583335 16.703848 .010291243 2.9473791 .0018158805 -1.256619 -8.5726566 176.6666666666667
1072 Cochise College Tucson AZ 51600 28400 22.349018 .050363604 13.187445 .20730719 2.9472644 .046331123 -1.3240007 -2.36619 682.6666666666666
3522 Tennessee State University Nashville TN 52600 36200 18.183445 .15855858 16.189987 .35299447 2.9438972 .064186551 1.3751984 6.6496096 1066.333333333333
1302 Saint Mary's College Of California San Francisco CA 110500 55200 6.729363 5.9344711 43.728405 1.4735351 2.9426432 .099159524 -.8607195 -2.3074985 509.6666666666667
2124 Bentley University Boston MA 119600 79800 4.855969 4.630878 60.582417 4.923234 2.9418633 .23907071 -.86301911 -2.6585276 834.3333333333334
20757 Briarcliffe College New York NY 64800 34200 15.408872 .57307917 19.080919 .051733833 2.9401546 .0079716006 7.894474 11.711474 430.3333333333333
1107 Southern Arkansas University Magnolia AR 60500 35300 17.636351 .12008835 16.6541 .77316493 2.9371753 .13635807 1.7404251 3.815866 491.3333333333333
2882 Syracuse University Syracuse NY 119700 61100 5.6894026 7.2329192 51.621826 3.2224524 2.9369733 .1833383 2.3525257 1.5109009 2556
9994 Passaic County Community College Newark NJ 36400 25200 32.5597 0 9.0032978 .0039502326 2.931447 .0012861841 -7.1723928 -9.7646704 521.6666666666666
1171 Harvey Mudd College Los Angeles CA 139800 82400 3.9317534 5.389071 74.350357 15.433405 2.9232728 .60680342 -2.0427492 -1.4316624 164
7279 Hawaii Pacific University Honolulu HI 68600 41100 13.375214 .87196797 21.854538 .55940765 2.9230912 .074821971 -7.526145 -16.792336 923
5732 University Of Arkansas Community College At Hope Hot Springs AR 43500 23900 26.645309 .39394572 10.95682 0 2.9194787 0 2.5001731 11.533317 249.6666666666667
10115 University Of Texas At San Antonio San Antonio TX 74300 43000 12.804704 .68599635 22.793123 .57451338 2.9185917 .073564731 -2.9540901 -5.6671405 2248.333333333334
3603 Ranger College Abilene TX 45700 29900 22.490618 .039814379 12.931953 .008328665 2.9084764 .0018731682 -7.2790861 -7.3912859 180.3333333333333
2711 Cornell University Elmira NY 143300 79800 4.8977413 9.1139021 59.35437 10.356522 2.9070237 .50723565 -.80791712 -1.9267172 3074
7466 Lim College New York NY 80700 38000 9.3039865 1.925977 31.199646 5.4138427 2.9028108 .50370318 -2.3293092 -8.4655266 70.66666666666667
20662 New School, The New York NY 95800 32800 10.642795 6.8522649 27.256021 1.0951444 2.9008024 .11655396 -.47979304 -2.7905626 575.6666666666666
3581 Lamar University Beaumont TX 77200 39400 13.572988 .43764281 21.367563 .16725901 2.9002168 .022702044 1.0052398 7.9452052 1484
1416 University Of Bridgeport Bridgeport CT 56600 31900 16.568729 .56697822 17.455002 .072515577 2.892072 .01201491 .25731036 -9.4459038 134
3634 Texas State Technical College Waco TX 56400 33900 19.122995 .33979598 15.113788 .23298161 2.890209 .044553064 -3.3915229 -1.4875401 1095.166666666667
3394 Wilkes University Scranton PA 80100 52500 6.4467297 1.4353483 44.662106 2.8769112 2.8792453 .18546669 .79060608 -2.6791074 360
3553 Cisco College Abilene TX 53600 29600 18.150911 .40768337 15.843682 0 2.875773 0 .86071372 -1.976035 624
3181 Southwestern Oklahoma State University Elk City OK 61700 37300 14.213049 .27191898 20.191721 .59821355 2.8698592 .085024387 -5.1407976 -10.720609 786.3333333333334
3668 Wharton County Junior College Pearland TX 75500 36100 12.713491 .61874777 22.558363 .95919472 2.8679557 .12194715 .49911788 6.1911883 1259
2962 Shaw University Raleigh NC 37800 24200 30.330681 .20776804 9.4543867 .020372264 2.8675799 .0061790468 -5.6172857 -1.5022534 275.5
2704 College Of New Rochelle New York NY 40400 30800 24.111799 .0096903397 11.891632 .00399729 2.8672864 .00096381857 -.57490408 -9.7808857 222
32103 Le Cordon Bleu College Of Culinary Arts of Pasadena, CA Los Angeles CA 64800 27600 17.367226 2.0362604 16.504202 .027174246 2.866322 .0047194129 6.9296441 11.599647 131.6666666666667
2005 Nicholls State University Houma LA 69800 38900 15.255252 .51663506 18.731112 .84808606 2.8574781 .12937766 -11.110761 -19.475027 1353.5
1671 Depaul University Chicago IL 99900 51300 6.6376405 4.6285467 43.01757 2.1064708 2.8553517 .13981996 -.97368926 -3.3913786 1937.333333333333
3249 Community College Of Philadelphia Philadelphia PA 43600 27900 24.111738 .13683851 11.805481 .11522399 2.8465066 .027782507 1.1775706 3.4288785 2589
3654 University Of Saint Thomas of Houston, TX Houston TX 90600 48600 8.5422602 3.7281585 33.261913 .068541259 2.8413193 .0058549731 -.4563705 -3.6002939 230.3333333333333
2950 North Carolina Central University Raleigh NC 45600 32300 21.139999 .1674898 13.439994 .25206161 2.8412144 .053285819 -.62580723 2.2460518 640.6666666666666
2625 William Paterson University Of New Jersey Newark NJ 89500 46900 8.7964382 .39259955 32.257378 .56897932 2.8375006 .050049916 -.85537571 -.096055396 1286.666666666667
3578 University Of The Incarnate Word San Antonio TX 69900 40200 14.577155 1.7204324 19.424225 .76260579 2.8314996 .11116622 -4.554893 -5.2286391 306.6666666666667
1086 University Of Arkansas At Pine Bluff Pine Bluff AR 35400 28200 32.268349 .11013468 8.7722034 .042624842 2.8306451 .013754332 -6.4339981 -2.2805073 596.6666666666666
3 San Bernardino Community College District Los Angeles CA 55000 25900 22.092525 .25045857 12.801846 .19516821 2.8282511 .043117587 -3.9208741 -2.7258747 2298.666666666667
1566 Fort Valley State University Macon GA 45100 30900 23.70738 .013977512 11.927225 0 2.8276327 0 1.0429667 9.2663546 381
3591 McMurry University Abilene TX 78000 39900 13.607913 .38132778 20.742399 0 2.8226078 0 -4.0217352 2.0326378 224.3333333333333
2121 Babson College Boston MA 140500 95300 4.1080918 11.375799 68.151627 10.403984 2.7997315 .42740521 3.3458393 4.7643595 314.3333333333333
1768 Saint Xavier University Chicago IL 82800 44500 8.9114933 .62614787 31.382666 .93063164 2.796664 .082933173 .91341233 -.34005457 402.3333333333333
3446 South Carolina State University Columbia SC 42000 33500 26.003281 .018737249 10.738597 .0035005698 2.7923875 .00091026293 -4.4938269 -.15434392 623.6666666666666
2528 Miles Community College Miles City MT 51800 30500 15.730709 .1571274 17.722202 2.4708343 2.787828 .38867977 -5.1878176 -9.9524946 107.3333333333333
2076 Hood College Washington DC MD 92600 45800 6.399384 .67965001 43.535389 0 2.7859967 0 -2.0566187 -8.1519375 127
1746 Robert Morris University Illinois Chicago IL 44800 30400 24.719194 .12939565 11.260821 0 2.7835844 0 -5.8352089 -9.0602074 1088
2021 Northwestern State University Shreveport LA 57700 32900 20.838663 .24015978 13.357229 .82787585 2.783468 .17251825 -9.0719481 -10.291585 1715.333333333333
3929 Eastern Wyoming College Torrington WY 54500 27800 18.12192 .033085268 15.351831 0 2.7820466 0 -7.8599572 -16.957041 205
13 Kern & North Orange County Community College Districts Los Angeles CA 63600 30000 17.821079 .22144954 15.602726 .17669725 2.7805741 .031489357 .5219202 4.2877402 8556.333333333334
1258 Pacific Union College San Francisco CA 96400 50700 6.1517224 1.8889029 45.066921 10.268744 2.7723918 .63170469 1.8426418 3.7004027 233
1321 University Of California, Santa Cruz San Jose CA 115400 46100 7.3746986 2.6509078 37.55962 .77335781 2.7699087 .057032809 .02173687 .59729379 2341.666666666667
3692 Norwich University Claremont VT 88200 54600 8.2054548 .86168879 33.745037 0 2.7689335 0 -3.6624391 -7.2426958 374
1500 Broward College Miami FL 54900 30200 19.551702 .59644055 14.160496 .1612076 2.7686183 .031518832 .43415594 3.6356866 4262.666666666667
2735 Hilbert College Buffalo NY 66300 40200 11.998915 0 23.015652 0 2.7616284 0 -.698874 .12424324 117.6666666666667
5594 D G Erwin Technical Center Tampa FL 42500 25300 28.75808 .38525787 9.5950012 0 2.7593379 0 -29.723984 -40.5 166.3333333333333
21207 San Joaquin Valley College Fresno CA 36000 21500 34.78912 .0505221 7.9249778 .019140579 2.7570302 .0066588391 -14.32192 -18.489557 536.5
1537 University Of South Florida Tampa FL 80500 42400 9.5504475 1.1796471 28.78702 1.8918935 2.7492893 .1806843 -2.0501184 -4.6522522 3498.666666666667
113 Lincoln Technical Institute And Lincoln College Of Technology Nashville TN 47200 27800 22.814903 .20382819 12.035831 .060709648 2.7459633 .013850847 2.6061463 2.6258636 4431
3806 Alderson Broaddus University Elkins WV 59500 37800 12.749578 .030873787 21.464056 .14075065 2.7365766 .017945115 1.4184813 -8.2770681 126
2430 Pearl River Community College Gulfport MS 45700 24700 27.733671 .16892743 9.8268185 .13447098 2.7253377 .03729374 -5.6913795 -2.8434381 783.3333333333334
2436 Southwest Mississippi Community College McComb MS 44100 25300 30.399054 .18998225 8.9398727 .2608605 2.7176368 .079299122 -3.7346861 3.5840762 415
25594 Intercoast Colleges Portland ME 33000 16900 38.964943 .1184663 6.967804 .0091334125 2.7150006 .0035588292 -23.468414 -23.080292 82.5
2905 North Carolina Agricultural & Technical State University Greensboro NC 52600 34300 17.229799 .21607262 15.756986 0 2.7148972 0 -3.0659752 -2.0007691 1535.333333333333
2031 University Of Louisiana At Lafayette Lafayette LA 75800 39200 13.466993 1.0337069 20.143944 .57425714 2.7127836 .077335171 -5.7732744 -7.9696255 2585.666666666667
21171 Art Institute Of Houston Houston TX 58000 30300 17.10009 .94065994 15.835603 0 2.7079024 0 -2.4731092 -1.9145525 401
1325 University Of San Francisco San Francisco CA 106900 56900 5.8639431 6.1842756 46.17667 .91352946 2.7077734 .053568847 -.26313317 -3.485616 606.3333333333334
93 City Colleges Of Chicago Chicago IL 39400 25300 28.944212 .169045 9.3464327 .11165451 2.7052515 .032317515 .13505694 .73546284 3365.5
1940 Southwestern College Winfield KS 71300 42600 11.373046 .068485886 23.750885 2.4964762 2.7011991 .28392538 -5.7172103 -9.5341091 118.5
202 San Diego Community College District San Diego CA 63200 30900 17.469496 .95233768 15.460963 .22081663 2.7009523 .038575549 .24501073 .73058623 4152.666666666667
2859 SUNY College Of Agriculture & Technology At Morrisville Syracuse NY 54000 30700 18.218279 .23267795 14.804323 0 2.6970928 0 -3.0666809 -6.3627033 656.3333333333334
8878 Miami International University Of Art & Design Miami FL 46300 22900 24.759533 .89318568 10.888323 .019144058 2.6958978 .0047399788 -3.0249093 -3.234201 202.5
3816 Southern West Virginia Community And Technical College Charleston WV 55300 21400 22.418829 .11917388 12.009859 0 2.6924698 0 4.356606 5.2096634 467.3333333333333
1085 University Of Arkansas At Monticello Pine Bluff AR 58800 31400 20.884382 .2179393 12.889101 .012243973 2.6918092 .0025570781 5.080781 11.875226 434.6666666666667
2114 American International College Springfield MA 68700 41900 14.55442 .58969349 18.479864 0 2.6896369 0 -4.3637896 -6.8539448 172.3333333333333
2660 San Juan College Farmington NM 59400 25600 18.032534 .33194819 14.905502 .00033238181 2.6878395 .000059936861 -4.3714724 -2.98507 835.6666666666666
2218 Suffolk University Boston MA 88100 47600 7.673727 2.2979448 34.961708 .84368986 2.6828659 .064742453 -.062359311 -1.7579906 541
4608 Barton County Community College Great Bend KS 52600 31600 18.634378 .092841208 14.374884 0 2.6786702 0 -5.7103801 -11.015018 806.3333333333334
10405 Pinnacle Career Institute Kansas City MO 51200 31900 14.916778 0 17.903639 .012836623 2.6706462 .0019148105 10.079073 6.6708779 68.33333333333333
2422 Mississippi University For Women Columbus MS 68500 31900 15.268545 .08480601 17.457346 .98251134 2.6654828 .15001518 3.9549448 8.4930744 232.5
3832 Alverno College Milwaukee WI 65600 33200 15.033281 .51247829 17.699276 1.4151361 2.6607819 .21274139 -1.4751152 -5.3280029 161
3621 St. Edward's University Austin TX 101100 42600 10.910877 6.4226685 24.351561 1.6085567 2.6569691 .17550766 -4.0237703 -6.3770719 373
7468 School Of Visual Arts New York NY 95200 37400 8.334199 3.030942 31.857845 2.2386127 2.6550961 .18657042 -.4876464 -3.8440216 532.3333333333334
1757 Southeastern Illinois College Harrisburg IL 55500 29600 16.525846 .11920745 16.04022 .032409187 2.6507821 .0053558927 2.6124372 -.012269955 245.5
3482 Christian Brothers University Memphis TN 97600 52000 6.5602965 2.1787894 40.37569 4.2857318 2.6487651 .28115672 2.7812793 9.383605 232.3333333333333
1531 Stetson University Deltona FL 98300 44500 7.2785454 3.9568563 36.357143 2.1440773 2.6462712 .15605766 -.084750809 .10927764 444.3333333333333
10 Rancho Santiago Community College District Los Angeles CA 63600 33700 15.97264 .80312985 16.563599 .29249892 2.6456439 .046719801 -2.5573301 -3.1027441 2269.333333333334
9387 Perry Technical Institute Yakima WA 82000 52200 7.2459841 1.6047513 36.511398 0 2.6456099 0 5.8160076 13.38101 71.5
2601 Cumberland County College Philadelphia NJ 59900 32200 14.982035 .14320987 17.65066 .011663317 2.6444278 .0017474021 1.3833022 1.7982314 515.3333333333334
2798 Pratt Institute New York NY 96100 33200 9.7330589 3.4384496 27.164322 1.4523873 2.6439195 .14136171 -2.4224544 -4.8347182 465
3155 Eastern Oklahoma State College Fort Smith OK 45500 30300 23.353476 .37553245 11.31069 .015836524 2.6414392 .0036983788 -5.0365362 -9.4534311 296.6666666666667
1538 University Of Tampa Tampa FL 92900 44700 8.1401215 3.7114129 32.399647 0 2.6373706 0 -3.6898422 -9.4072886 541.3333333333334
21136 American Intercontinental University Chicago IL 44700 22100 26.033289 .48899433 10.127345 .27569863 2.636481 .071773425 1.2350045 6.726212 1596.166666666667
2957 Queens University Of Charlotte Charlotte NC 99700 38300 6.9826336 1.5769475 37.757084 .0095940828 2.6364388 .00066991965 .25497115 1.3439838 188.5
3172 Oklahoma State University Institute Of Technology - Okmulgee Okmulgee OK 53900 33100 17.298912 .12807773 15.233892 .33303708 2.6352975 .05761179 -.19406056 -1.5280093 551
3609 San Jacinto Community College District Houston TX 71500 37100 12.48451 .27532703 21.093433 .063765541 2.6334119 .007960815 1.0299913 3.2283292 3710.333333333334
3447 Spartanburg Methodist College Spartanburg SC 60600 30400 20.166422 .47870246 13.033827 .039774381 2.6284566 .0080210697 -4.0398655 -2.0243921 146
207 West Hills Community College District Fresno CA 46100 25600 22.535126 .19806172 11.652232 .018050419 2.6258452 .0040676845 -6.2254829 -7.9412313 808
2225 Wentworth Institute Of Technology Boston MA 93600 59700 6.6957331 .81083524 39.073475 .021406278 2.6162558 .0014333073 -2.4218891 -7.2266712 613.3333333333334
1535 University Of Florida Gainesville FL 106100 56700 6.0965686 2.7280812 42.789829 3.4716856 2.6087112 .21165369 .10840773 -.12740162 6627
2404 East Central Community College Meridian MS 41600 28000 30.573347 .10921991 8.5294905 .3696523 2.6077507 .11301509 -6.04813 -1.2215096 484
25256 Art Institute Of New York City New York NY 45900 26900 24.446348 .42415297 10.662801 1.1174341 2.6066656 .27317187 1.5569295 .41987672 245
3656 University Of Texas At Arlington Fort Worth TX 83600 46500 9.3281984 .77261657 27.86735 1.2699629 2.5995216 .11846466 1.5002048 5.7949686 1680
2192 Mount Holyoke College Springfield MA 108700 48900 6.0082664 4.6659975 43.250099 4.3137488 2.5985811 .2591815 -.48301244 -1.2123187 404.6666666666667
3954 University Of Central Florida Orlando FL 91200 46000 7.2166281 1.4564704 35.995388 1.2641399 2.5976532 .091228276 -1.4163803 -4.1316271 4407
1041 Spring Hill College Mobile AL 107000 45100 6.5644445 5.6479211 39.551239 6.4998398 2.596319 .42667836 2.4856324 6.3585906 231.3333333333333
4972 Galveston College Houston TX 45600 30900 25.652569 .125405 10.064665 0 2.5818453 0 -11.973289 -5.8701224 234
1544 Albany State University Albany GA 43800 31900 23.301081 .094723083 11.070277 0 2.5794942 0 2.0892615 10.04005 521
16 San Mateo County Community College District San Francisco CA 77000 37800 10.543723 .62606144 24.438568 .58608484 2.576735 .06179516 .90080428 -1.405632 2601.666666666667
1728 Morton College Chicago IL 49700 28500 19.574379 .019965995 13.145322 .031759441 2.5731151 .0062167137 -.56409025 2.7241368 690.3333333333334
3748 Eastern Shore Community College Chincoteague VA 35800 24200 37.020294 .052922104 6.9250832 0 2.5636859 0 -16.432316 -5.9992871 129.6666666666667
21661 Elaine P. Nunez Community College New Orleans LA 47200 23800 25.470055 .098706163 10.041587 .056473266 2.5575976 .014383771 7.9991579 13.582309 291.5
2017 Mcneese State University Lake Charles LA 75800 36300 12.7929 .43969783 19.987112 .77121741 2.5569315 .09866108 -3.1821411 -4.2351036 1361.666666666667
2643 Union County College Newark NJ 62400 33600 15.828724 .27345628 16.128452 .19437827 2.5529282 .030767601 -.41387752 .93104011 1116.666666666667
19 Foothill-Deanza Community College District San Jose CA 80200 33900 12.964211 1.6573552 19.676554 .8351593 2.55091 .10827182 -.25680923 -2.1217191 4000.666666666667
7635 Capital Community College Bridgeport CT 46200 28900 24.232807 .052339897 10.522533 .031442948 2.5499053 .0076195085 3.555707 7.5980892 312.3333333333333
1399 Norwalk Community College Bridgeport CT 70200 31700 13.317077 2.5087798 19.129223 .034308635 2.5474534 .004568907 1.3026997 .91951144 620.3333333333334
2205 Quincy College Boston MA 69000 29100 13.186677 .32701391 19.226038 .71653217 2.5352755 .09448678 1.2203909 -.92157441 359.6666666666667
3646 Texas Woman's University Dallas TX 82600 40200 9.3652735 .61712301 27.058346 0 2.5340879 0 2.3260725 5.4221072 434
2858 State University Of New York At Farmingdale New York NY 85600 44200 8.9489651 .71455079 28.291515 0 2.5317979 0 -2.7124689 -8.7091036 752.6666666666666
3174 Oklahoma Panhandle State University Guymon OK 56900 33600 12.205757 .23958082 20.735069 .033253998 2.5308723 .0040589022 2.7043669 3.2196131 183
1186 College Of The Sequoias Fresno CA 51500 27500 21.755768 .28634942 11.627213 .011531957 2.5295894 .0025088659 -2.6827242 -.13974103 1764.666666666667
1486 Florida Memorial University Miami FL 33400 29300 31.662733 .0505221 7.9887137 .021902971 2.5294452 .0069350791 -26.674641 54.415764 256
4743 Clovis Community College Clovis NM 44300 26600 24.661276 .12145012 10.244994 .32550964 2.5265462 .080274828 -1.4548364 -3.4047318 424
3359 Robert Morris University Pittsburgh PA 83600 48300 5.8833399 1.2844098 42.906727 .11947637 2.5243485 .0070292009 -.21337581 -4.2475352 478.5
11112 Fashion Institute Of Design & Merchandising Los Angeles CA 76300 28200 11.1849 2.2184095 22.536097 .072082892 2.5206399 .008062399 -2.8954527 -7.6313467 932.5
2988 Bismarck State College Bismarck ND 68300 40400 10.096105 .36277467 24.954948 .82727772 2.5194776 .083522826 -3.9614384 -13.188924 785.3333333333334
1174 Scripps College Los Angeles CA 126300 46400 5.1244063 8.2430143 49.148785 3.7014902 2.5185835 .18967941 -3.2238147 -6.9943733 185
3727 Northern Virginia Community College Washington DC VA 86200 37300 9.6939716 .627379 25.972122 .25149268 2.51773 .024379626 -1.1970232 -.98963499 5319
7111 North Country Community College Plattsburgh NY 61000 24900 18.513245 .15191519 13.580913 .043547522 2.5142674 .0080620591 1.4721621 -.28659308 211
3146 Western Oklahoma State College Altus OK 52100 29300 18.90847 .39197084 13.293253 .69935375 2.5135508 .13223709 -2.9276619 -14.409186 257.6666666666667
3176 Carl Albert State College Fort Smith OK 45700 23900 24.42392 .087307453 10.290526 .28442159 2.51335 .069466904 -9.6525507 -13.104555 359.6666666666667
3573 Hill College Waco TX 58200 29400 17.143034 .22688223 14.659974 0 2.5131643 0 -4.6079421 -8.1017904 489
2598 Caldwell College Newark NJ 84300 45400 7.1806011 1.3897126 34.991135 0 2.5125737 0 .20452207 -1.2104059 215.6666666666667
9344 Ramapo College Of New Jersey Newark NJ 106400 49600 6.2429748 1.4398799 40.180756 0 2.5084743 0 -2.6137552 -5.1034074 699.3333333333334
2600 College Of Saint Elizabeth Newark NJ 75200 44700 9.4434509 .55283034 26.508507 0 2.5033178 0 3.7694383 8.5757484 118.6666666666667
3303 Carlow University Pittsburgh PA 66100 37900 11.994018 .71931952 20.866562 .0031855612 2.502739 .00038207677 -1.0335848 -5.7716804 156.6666666666667
2855 SUNY College Of Technology At Canton Watertown NY 52600 30300 21.01086 .017848646 11.906149 .0043236376 2.5015843 .0009084334 -3.9592366 -6.8648443 438.6666666666667
7947 Beth Medrash Govoha Of America Toms River NJ 91100 20900 18.245932 5.9619231 13.685821 1.3494247 2.4971056 .24621512 -2.860182 6.7954907 135.6666666666667
1348 Colorado School Of Mines Denver CO 111500 81500 3.889935 1.4936082 64.04126 6.5772214 2.4911637 .25584963 -.3011421 -2.2041733 512
1024 University Of West Alabama Demopolis AL 60200 35800 18.134975 .41402337 13.718484 .02888019 2.4878438 .0052374154 .010697452 4.8500957 335
3747 University Of Virginia's College At Wise Big Stone Gap VA 69900 38200 13.119617 .65283597 18.955353 0 2.4868698 0 -7.5569448 -13.154239 214.3333333333333
1365 Colorado State University-Pueblo Pueblo CO 72300 38100 10.222199 .54469031 24.315037 .07288596 2.4855316 .0074505485 1.1853552 1.4897344 499
2990 Jamestown College Jamestown ND 75200 43100 5.5782976 .14517468 44.408653 3.4598117 2.477247 .19299859 -.96592027 -15.103144 207
11678 State University Of New York Institute Of Technology At Utica Syracuse NY 78000 51300 7.8476601 .05632871 31.538109 0 2.4750035 0 3.9549172 2.3557131 94.66666666666667
2881 SUNY Westchester Community College New York NY 74100 35000 11.808811 1.026296 20.940084 .45566791 2.472775 .053808965 3.6055808 4.8297043 1798
2825 Saint Joseph's College of Brooklyn, NY New York NY 96700 61200 5.6902714 .61604595 43.3927 1.4378989 2.4691625 .081820346 .77474308 -3.945401 430.3333333333333
6799 Craven Community College Jacksonville NC 57200 29600 18.641794 .11570574 13.210657 0 2.4627035 0 -1.2511503 -1.5449728 472
2901 Wells College Syracuse NY 74900 41500 7.6454968 .77829391 32.175682 .044876061 2.4599907 .0034309977 .31148323 -7.0343413 80
11649 Loyola Marymount University Los Angeles CA 131800 56200 5.3599129 8.6172075 45.875202 3.113014 2.4588709 .16685484 -2.3844101 -7.0328021 1016
2089 Prince George's Community College Washington DC MD 65100 35700 12.377005 .082915798 19.849512 0 2.4567752 0 -1.4812453 -3.4618118 1863.333333333333
5619 North Georgia Technical College Gainesville GA 42300 17700 29.450026 .44514745 8.3328676 .02566381 2.4540317 .0075579984 -2.2283661 -4.4393573 206.5
10195 Art Institute Of Fort Lauderdale Miami FL 55400 25700 19.660526 1.0250747 12.475056 .25304735 2.4526618 .049750444 .97502339 3.4894917 527
3798 University Of Washington System Seattle WA 108100 57500 5.3789549 2.5079434 45.585972 2.7029672 2.4520488 .14539137 .33796304 -.93115801 4797.666666666667
1071 Arizona Western College Yuma AZ 38600 28000 27.479176 .099557206 8.9150238 .011258878 2.449775 .0030938466 -6.9595771 -6.7459898 765.6666666666666
2329 Wayne State University Detroit MI 81800 38400 12.600836 .53894788 19.422808 .29640147 2.4474361 .03734906 5.6101928 8.9069843 1782.333333333333
37 Alamo Community College District San Antonio TX 50600 29800 21.751642 .27724218 11.221429 .045678824 2.440845 .009935894 -3.909034 -3.2499652 6901.333333333333
8310 Auburn University Montgomery Montgomery AL 73600 35400 13.526307 .41197911 18.042749 .7342118 2.4405177 .099311747 -.66682065 3.5111387 668.3333333333334
3518 Southern Adventist University Chattanooga TN 80500 42700 8.6719151 1.9401276 28.117836 3.8936548 2.438355 .33765444 -3.8504753 -4.2748818 359
2610 Felician College Newark NJ 73300 40400 12.820392 .64556354 19.016153 0 2.4379454 0 -.76099902 -2.3256145 149.6666666666667
2199 Northeastern University Boston MA 108300 61800 5.1461115 3.782536 47.367035 1.7370485 2.4375606 .089390457 -2.1070781 -7.7308335 2601.333333333334
3576 Houston Baptist University Houston TX 93400 43100 8.9184504 2.2955425 27.280876 1.3236454 2.4330313 .11804866 .40406367 2.1986973 289.3333333333333
13208 Baptist Bible College Springfield MO 67700 27100 11.958838 .37964553 20.3393 .055870734 2.4323437 .0066814902 -4.9951906 -9.1220922 124.5
2928 Fayetteville State University Fayetteville NC 41400 28700 25.220098 .12194336 9.6434212 .40015107 2.4320803 .1009185 -2.6758029 2.9961762 636.3333333333334
9741 University Of Texas At Dallas Dallas TX 100800 57100 5.7812104 1.4260364 42.036186 3.767683 2.4302003 .21781768 2.0340548 3.3991888 772
12877 Sanford-Brown College of Farmington, CT Bridgeport CT 45400 26800 23.352009 .6383338 10.403577 0 2.4294443 0 -5.9994116 .61626464 183.5
2992 University Of Mary Bismarck ND 79700 49800 5.6419802 .2934764 43.016273 2.3372111 2.4269695 .13186498 -3.3224542 -8.6156597 296
2279 Lawrence Technological University Detroit MI 95100 54600 7.7243476 .77268875 31.393677 1.4171135 2.4249568 .10946278 -.91261363 -.90146309 294.6666666666667
2416 Mississippi Delta Community College Greenville MS 30100 20800 39.672375 .080023706 6.1111407 .14155772 2.4244347 .05615931 -4.5939307 1.3774904 644.5
11930 Roxbury Community College Boston MA 32700 27400 36.564762 .0505221 6.6135974 .0031932399 2.418246 .0011676005 -4.5383511 -6.1198354 143.5
3641 Texas Lutheran University San Antonio TX 92800 47600 6.3387117 1.1289771 38.043518 2.749613 2.411469 .17429005 4.1852169 7.0018783 268.5
1098 Henderson State University Hot Springs AR 63900 36200 13.540597 .49762842 17.78657 0 2.4084079 0 -.27864197 2.3017132 503.6666666666667
2224 Wellesley College Boston MA 142500 56300 5.522336 9.9150372 43.610973 8.0882044 2.4083447 .44665784 -.43156841 .23892519 527.6666666666666
23485 Lamar State College - Port Arthur Beaumont TX 61100 27800 22.16383 .59704494 10.865207 0 2.4081459 0 -3.4589219 -1.6505542 444
3283 Lackawanna College Scranton PA 55200 26400 20.366848 .31830981 11.813594 .045780957 2.4060566 .0093241371 -.57912904 -2.0256405 274
2238 Andrews University South Bend MI 73900 37200 9.3424969 1.7232015 25.738012 .12347466 2.404573 .011535617 -3.0300834 -13.518781 262.6666666666667
5596 Emily Griffith Technical College Denver CO 50200 26500 20.666222 .14729291 11.578712 .04666334 2.3928826 .00964355 1.4192959 .35853684 307
1433 Wesley College Dover DE 81500 44100 9.8910351 .37944055 24.16502 .79783249 2.3901706 .07891389 -1.5658833 3.701616 323.6666666666667
2326 University Of Michigan - Dearborn Detroit MI 105200 50200 6.5978937 1.078783 36.129776 3.6079872 2.3838041 .23805118 2.9776025 6.9277101 700.3333333333334
1015 Enterprise State Community College Dothan AL 59300 26500 19.608747 .30876213 12.153184 .029507978 2.3830872 .0057861451 -.22242069 6.1812081 289
1294 Southwestern Community College District San Diego CA 54200 28200 20.210163 .17366412 11.78523 .23206095 2.381814 .046899896 -2.0236914 -2.3298447 2576.5
3391 Waynesburg University Pittsburgh PA 74000 42900 10.090327 .15823214 23.602777 1.2499566 2.3815975 .12612471 -4.5025759 -9.7022409 259.6666666666667
3728 Old Dominion University Virginia Beach VA 82400 44300 8.4604912 .4807609 28.022749 .23506595 2.370862 .019887734 -2.8976226 -6.9875689 1549
12362 Northwestern College of Bridgeview, IL Chicago IL 43300 25800 24.994207 .34456092 9.4823475 .0042063277 2.3700378 .0010513383 3.4446895 5.7381124 464
1125 California Baptist University Los Angeles CA 82600 36200 7.645586 .36280495 30.910992 0 2.3633265 0 -.70420301 -1.7346319 197.3333333333333
50 Troy University And Troy State Universities, Montgomery And Dothan Troy AL 64400 35800 15.588654 .1813903 15.143028 .29515326 2.360594 .046010416 -2.1393337 -.35139021 1424
2681 Canisius College Buffalo NY 94200 50900 7.1293144 1.331933 33.110138 2.8701108 2.3605258 .20461923 -1.3135424 -3.7122149 653
2206 Regis College Boston MA 86900 45200 8.6421032 .27439323 27.295357 0 2.3588927 0 6.7174087 8.4804201 146
27 West Valley-Mission Community College District San Jose CA 91600 36700 8.6101971 1.4690819 27.388355 .48757774 2.3581915 .041981403 1.3902915 -.26394138 1567.333333333333
4072 Northwood University Saginaw MI 86000 45400 9.6529255 3.6004112 24.421947 3.0569301 2.3574324 .29508317 -.86642665 .023769099 673
1090 Arkansas State University Jonesboro AR 60800 34500 15.929386 .39503244 14.797317 .43308505 2.3571217 .068987787 2.0758381 3.5325949 1956.666666666667
1102 Ouachita Baptist University Hot Springs AR 88300 40000 9.199872 .47171843 25.620491 .14725731 2.3570523 .013547484 -6.4107428 -13.273571 297.5
1055 University Of Alabama In Huntsville Huntsville AL 91300 45800 7.9483328 .76836824 29.620243 0 2.3543155 0 -.61768067 -1.1638535 636.3333333333334
42 Yuba Community College District Chico CA 48700 25400 20.398449 .059860259 11.534951 .0048747505 2.352951 .00099437346 -.82060295 -6.5748 1240.666666666667
2150 Fisher College Boston MA 55800 27800 18.575293 .81099468 12.65041 .01022223 2.3498507 .0018988092 -.74817145 -10.423163 228.6666666666667
25395 Irvine Valley College Los Angeles CA 81200 30900 11.972666 1.4119123 19.612675 .3997122 2.34816 .047856204 -.60219944 -3.8343 708.3333333333334
3572 Trinity Valley Community College Tyler TX 55700 29000 19.369476 .12135357 12.122305 .014386544 2.3480268 .0027865982 -1.846984 -2.2062669 841.6666666666666
2433 Rust College Memphis MS 33000 22500 35.50602 .0505221 6.6104283 .020920459 2.3471 .0074280221 -5.797339 -6.8820181 174.5
1108 University Of Arkansas Fayetteville AR 93400 45800 7.1958208 2.29931 32.608727 2.2364709 2.3464656 .16093244 -3.3643041 -7.7860074 2286
1586 Oglethorpe University Atlanta GA 98600 42700 7.119669 2.6442704 32.811771 .11564127 2.3360896 .0082332762 5.1583028 12.39763 145.6666666666667
2197 Nichols College Boston MA 95300 56800 4.4593906 1.4956756 52.33218 .18679193 2.3336964 .0083297817 3.4715519 -3.4945779 222
20 State Center Community College District Fresno CA 47600 25200 24.745939 .22781309 9.4192524 .099820897 2.3308825 .02470162 -2.9923985 -.38744524 5160
5316 Coastal Carolina Community College Jacksonville NC 56700 28000 17.01339 .26989138 13.671247 .0055791158 2.3259423 .00094919669 -.58211929 -2.5587595 901
2880 Ulster County Community College Poughkeepsie NY 66300 29000 15.505877 .28725538 14.999035 .41774097 2.325732 .064774401 -2.5507233 -3.8792782 484
1962 University Of The Cumberlands London KY 67000 36000 12.546828 .30741435 18.512995 .063179336 2.3227935 .0079270033 .42469209 -3.6365283 264.5
5267 Northwest Kansas Technical College Goodland KS 57100 35300 15.262705 .098270446 15.215079 .013263004 2.3222327 .0020242932 -3.3805404 -.51722217 110
2208 Simmons College Boston MA 89800 50900 5.684535 2.797339 40.824547 0 2.3206859 0 -2.835053 -11.215299 240.3333333333333
23154 Northeast Texas Community College Texarkana TX 51100 28500 20.428453 .23581037 11.358315 .39413223 2.3203282 .080515116 -.050248962 4.0423698 413.3333333333333
2603 Drew University Newark NJ 140400 55600 4.0804567 7.2175579 56.508553 2.4419 2.3058069 .099640667 3.0569553 5.3366532 339.6666666666667
10395 University Of San Diego San Diego CA 139300 61200 4.9255176 12.273797 46.769913 1.0447606 2.3036604 .051459868 -1.9341998 -4.3951054 894
25039 Warren County Community College Newark NJ 78600 33400 9.9666939 .6465984 23.113316 .045919433 2.3036335 .0045766495 -2.4075403 1.7495575 137.5
6661 Angelina College Huntsville TX 45900 25100 26.211666 .073561318 8.7828455 .58606887 2.3021302 .15361843 -7.2060766 -5.1113329 871.6666666666666
1717 MacMurray College Jacksonville IL 75500 38600 10.306915 .1059342 22.33552 1.9872808 2.302103 .20482735 5.016017 10.218029 147.6666666666667
2728 Hamilton College Syracuse NY 164600 60300 3.8505599 12.935546 59.781792 4.1298208 2.3019335 .15902123 -1.0955285 -1.6008439 437.3333333333333
3523 Tennessee Technological University Cookeville TN 78400 39700 9.5024853 .79724586 24.221773 0 2.3016703 0 -1.839255 -2.0664186 1298.666666666667
3317 Cheyney University Of Pennsylvania Philadelphia PA 38600 26500 27.863062 .020889614 8.2591581 0 2.3012543 0 -4.9889946 -9.61094 227.3333333333333
1073 Eastern Arizona College Safford AZ 60900 23800 14.34419 .12213669 16.028936 .03582808 2.299221 .0051392475 .86064672 -.66691488 453.6666666666667
2873 Nassau Community College New York NY 80100 36000 10.617213 .62620288 21.635952 .29587707 2.2971351 .031413898 .20125508 -.63776857 4225
11161 Texas A&M University - Corpus Christi Corpus Christi TX 81700 43400 9.6550169 .67429447 23.78828 .87951833 2.2967625 .084917635 2.3452299 5.0555663 791
3987 La Roche College Pittsburgh PA 78700 39800 8.9604959 .66753274 25.555241 0 2.2898765 0 -.60177857 .30253145 212.6666666666667
2411 Jones County Junior College Laurel MS 49100 26700 24.656441 .40111268 9.2869873 .044459704 2.2898407 .010962181 -.92812955 4.0787978 1447.666666666667
3619 Southwestern Adventist University Fort Worth TX 66100 37100 11.157076 .12176576 20.509348 .46564341 2.2882435 .051952187 -2.3812687 -8.6031017 98
3370 Swarthmore College Philadelphia PA 135900 56700 4.6533375 8.976655 49.128494 13.01739 2.2861147 .60574317 -.4687714 -3.1992576 325
1570 Southern Polytechnic State University Atlanta GA 92400 54800 5.8328786 .65723461 39.154659 .025167508 2.2838435 .0014679902 1.1939573 3.5174568 358
2744 Keuka College Buffalo NY 67700 42100 12.792821 .27253729 17.823956 0 2.2801867 0 -3.8190484 -8.6544857 199.3333333333333
30321 Altamaha Technical College Hinesville GA 35700 14500 37.032307 .0505221 6.1545224 .021757515 2.2791615 .0080573093 -9.6719694 -3.2749631 122
3543 Austin College Sherman TX 109300 49700 5.7600904 3.3268225 39.560169 1.9099586 2.2787015 .11001534 -1.2608985 -2.7370174 299.3333333333333
3781 Highline Community College Seattle WA 76500 34700 11.069468 .23906799 20.585323 .56377447 2.2786858 .06240683 3.531466 5.0905848 1051.666666666667
1237 Merced Community College Modesto CA 48400 25400 23.999722 .19636881 9.4891005 .11405369 2.2773576 .027372569 -4.0035462 -.54768449 1336.333333333333
2417 Mississippi Gulf Coast Community College Gulfport MS 56800 27100 19.400055 .16289696 11.721686 .28644285 2.2740138 .05557007 1.0513934 1.8377731 1792.166666666667
1030 Bishop State Community College Mobile AL 31400 20400 40.87936 .059725042 5.5473075 .0076980265 2.2677038 .0031469041 -9.1931543 -.7073518 641.6666666666666
3153 Connors State College Muskogee OK 49000 27300 20.629696 .10985484 10.983221 .040054251 2.265805 .0082630701 1.8643087 2.5805314 366.6666666666667
20923 Hohokus School - RETS/Nutley Newark NJ 41700 29500 27.09305 .16239743 8.3536768 0 2.2632658 0 -11.376682 -25.991213 64
7289 Central Wyoming College Riverton WY 52100 26000 19.409195 .29948705 11.651235 .63305295 2.261411 .12287048 -4.6955333 -9.8157015 238
1280 San Joaquin Delta College Sacramento CA 66300 30700 15.996877 .30438471 14.093438 .1802949 2.2545097 .028841553 1.5079223 2.3808484 2258.666666666667
2413 Meridian Community College Meridian MS 41300 25100 28.917555 .26415718 7.7953367 .31770745 2.2542207 .091873229 -3.3176739 1.6040444 613.5
2853 SUNY Maritime College New York NY 103800 90500 4.3647723 .23508064 51.558952 13.268122 2.2504308 .57912332 -.82549518 -2.7700019 115
1143 California Polytechnic State University Santa Barbara CA 124800 65500 4.1973853 3.1203971 53.568726 3.8050354 2.2484858 .15971199 -1.774125 -4.4149933 2887.666666666667
7437 Pittsburgh Technical Institute Pittsburgh PA 58900 33400 15.430868 .27763408 14.563565 .00079711934 2.2472844 .00012300242 2.3648245 7.2823176 792
1326 Santa Clara University San Jose CA 149900 72500 3.6217711 10.844481 62.036003 5.5215983 2.2468021 .19997966 -1.4987099 -4.0121546 989.6666666666666
2403 Delta State University Greenville MS 71000 37600 16.261435 .15289028 13.811943 .59209132 2.2460201 .096282534 -3.3842585 .13300574 399.5
1305 Stanford University San Jose CA 172600 84800 3.5795205 14.479454 62.739227 18.514551 2.2457635 .66273212 .71890718 .66535628 1516.333333333333
2139 Clark University Boston MA 103000 49600 5.281157 5.0328231 42.450489 3.108156 2.2418768 .16414659 -.97102451 -3.7997437 416
211 University Of Maryland System (Except University College) And Baltimore City Community College Washington DC MD 102800 53500 7.6429853 1.2872607 29.331381 .93109339 2.2417932 .071163327 -1.536788 -3.2487738 11705.33333333333
10060 Vernon College Vernon TX 53100 28300 16.912642 .15938212 13.255002 .51870632 2.2417707 .087726943 -1.9551467 -10.079008 404.6666666666667
208 Yosemite Community College District Modesto CA 66400 28900 14.039106 .30296826 15.960564 .24045672 2.2407205 .033757973 .64226711 -.78514421 2879
2065 Notre Dame Of Maryland University Baltimore MD 81100 45900 9.0509396 .87505078 24.74972 0 2.240082 0 .024245963 -.62088716 135.6666666666667
25593 United Education Institute Los Angeles CA 29600 19100 42.369816 .021258593 5.2857108 .040799599 2.2395461 .017286714 -8.5227232 -6.0925074 1165
1857 Southwestern Community College of Creston, IA Creston IA 55600 32200 14.470831 .11716106 15.367831 .06283848 2.2238529 .0090932501 -4.7801981 -10.798892 183.5
3366 Saint Francis University Altoona PA 80200 51300 6.4369574 .71502316 34.541 0 2.2233896 0 -3.624069 -11.013159 265
3658 University Of Texas At Austin Austin TX 125100 57900 4.9989672 4.8796396 44.460583 4.0956163 2.2225699 .20473851 1.1964903 2.6330938 6993.666666666667
2008 Louisiana Tech University Ruston LA 81500 42200 10.710855 .94991338 20.734024 .8478815 2.2207913 .090815358 -4.1853447 -5.6391768 1877
5310 Pittsburgh Institute Of Aeronautics Pittsburgh PA 72400 52100 8.4972343 .34156916 26.123947 .16651009 2.2198129 .014148753 -1.6209557 .3649883 148.3333333333333
11133 Eastern Idaho Technical College Pocatello ID 59900 27100 15.435266 .064223714 14.377602 2.4675803 2.2192211 .38087758 -4.2313156 -4.3603668 134.5
1830 Rose - Hulman Institute Of Technology Terre Haute IN 109500 83600 2.8360941 1.477374 78.208527 6.1999416 2.2180672 .17583618 -1.3653519 -5.2000804 402.5
1172 Pitzer College Los Angeles CA 131900 43500 6.2417159 13.643451 35.480968 2.7322159 2.2146213 .17053716 -3.2925222 -7.7760072 192
3628 Texarkana College Texarkana TX 61200 28500 18.795792 .29945087 11.737081 0 2.2060773 0 .89554608 4.4823971 689
3161 Northeastern State University Muskogee OK 62100 33800 15.930955 .35520473 13.838103 .4941442 2.2045422 .078721888 -2.8920202 -.28738743 864.6666666666666
2731 Hobart And William Smith Colleges Buffalo NY 120400 52700 6.1278763 9.5192862 35.809593 3.3954694 2.1943676 .20807017 -2.9700522 -5.6913195 418.5
2343 College Of Saint Scholastica Duluth MN 87700 54800 4.5562282 .6713565 48.05093 .030198626 2.1893101 .0013759183 -.65420622 -4.1948471 336
6789 Columbia - Greene Community College - SUNY Office Of Cmnty Colleg Albany NY 64600 34000 15.452711 .14875278 14.1599 .716169 2.1880884 .11066753 .18258625 1.7813928 296.5
3242 Carnegie Mellon University Pittsburgh PA 134400 78400 4.1113148 6.3818531 53.203964 11.283568 2.1873827 .46390304 -.64248633 -1.6911069 1077.333333333333
2628 Rider University Newark NJ 102100 51600 5.8408837 2.1912713 37.443565 2.9915133 2.1870353 .17473081 -.93291968 -4.861865 761
3233 Alvernia University Reading PA 84300 41800 6.6485949 .82580233 32.86742 2.3096087 2.1852217 .15355653 -2.1128783 -8.1572409 210.3333333333333
2899 Wagner College New York NY 114400 58000 5.1794524 3.2166932 42.187794 0 2.1850965 0 -1.9325898 -5.2024179 379.3333333333333
2073 Goucher College Baltimore MD 106300 41800 6.1656737 4.945766 35.34494 2.0325427 2.1792538 .12531996 .286228 -3.7083302 278.3333333333333
9962 Luna Community College Las Vegas NM 27700 19900 36.673824 .14807089 5.9410262 .031802561 2.1788013 .011663215 -11.111446 -16.984583 167.3333333333333
3279 Juniata College State College PA 92100 49500 4.5758195 1.2516074 47.554188 2.3799028 2.1759939 .10890006 -.057066798 -4.8146734 292.6666666666667
2233 Worcester Polytechnic Institute Boston MA 109500 85200 3.2200336 1.9953896 67.571968 3.620331 2.1758401 .11657587 .53683478 -1.5255963 598
3931 Northwest College Cody WY 60800 28300 13.950105 .16764033 15.591809 .082321048 2.1750736 .011483872 -5.9960032 -12.532682 337
30344 Conservatory Of Recording Arts & Sciences Phoenix AZ 76800 38200 7.3527956 .24439909 29.576513 .25773552 2.1747005 .018950766 4.9135461 16.332596 124
2777 Medaille College Buffalo NY 72100 35700 11.236469 .35866106 19.337433 0 2.1728449 0 4.2878437 1.4118418 152.6666666666667
1031 Northeast Alabama Community College Gadsden AL 53200 30400 17.717339 .085372739 12.263535 .059671119 2.1727719 .010572134 2.5090809 6.189712 294.5
6977 Great Basin College Elko NV 77300 28800 11.967289 .29440624 18.140442 0 2.1709192 0 -1.9520873 -6.1594868 246.6666666666667
-1 Colleges with insufficient data 50500 27700 22.531696 .62608749 9.6303377 .17288718 2.1698785 .038954411 325296
1489 Florida State University Tallahassee FL 100500 46400 6.3315511 2.3159029 34.1931 .77724427 2.1649535 .049211621 -1.6177161 -5.3913097 5337
1467 Bethune Cookman University Deltona FL 43000 32500 23.405243 .055840913 9.2442579 .030260958 2.163641 .0070826509 -2.881552 2.4718635 434
3805 Yakima Valley Community College Yakima WA 55900 29700 17.621155 .007830454 12.26271 0 2.160831 0 -1.7615637 .58744758 793
1946 Tabor College Newton KS 74000 32800 5.557858 .87480807 38.82214 .21265803 2.1576793 .011819232 -.37990886 1.149596 106
1355 Lamar Community College Pueblo CO 48500 27600 21.668657 .24713303 9.9544716 0 2.1570003 0 -6.7460923 -13.094857 142
1444 George Washington University Washington DC DC 137300 63900 5.104156 9.6516724 42.251812 2.442157 2.1565983 .12465151 -2.6410692 -6.2173982 2117.666666666667
3008 Valley City State University Jamestown ND 62700 41800 11.091972 .075762995 19.425087 .0059810579 2.1546252 .00066341728 -3.2640457 -16.093342 147.6666666666667
1092 University Of Central Arkansas Little Rock AR 77200 38800 10.891716 .52578253 19.78175 1.0380648 2.154572 .11306307 .45249477 3.1970098 1487.666666666667
3665 West Texas A&M University Amarillo TX 74600 39900 10.390026 .23893084 20.727842 .72282428 2.1536281 .075101629 -2.8299284 -2.6558528 906.6666666666666
3484 Covenant College Chattanooga GA 86400 32300 7.2564373 3.5558159 29.66157 2.0998273 2.1523731 .15237264 -2.4342051 -3.8203542 206
33283 Franklin Career Institute New York NY 25100 14400 49.979462 .27763093 4.3059802 .036804993 2.1521056 .018394938 -20.665297 -18.828115 60
2077 Johns Hopkins University Baltimore MD 142300 75000 3.6704926 8.8066912 58.615566 14.696969 2.1514802 .53945118 -.49634627 -1.8725981 927.3333333333334
4625 Delgado Community College New Orleans LA 43800 25500 28.750584 .15217201 7.4676185 .092081949 2.1469839 .026474098 -4.6007013 1.10313 2348.333333333334
12182 Chattahoochee Valley Community College Columbus AL 48300 27400 22.959557 .30609587 9.3500595 .056266755 2.1467323 .012918598 3.0802658 9.6271629 263
3419 Charleston Southern University Charleston SC 70500 36900 11.976121 .602341 17.914543 1.1740363 2.1454673 .140604 -2.0198979 -1.4134469 368
2441 University Of Southern Mississippi Hattiesburg MS 76700 37200 12.657896 .96025521 16.938166 .66292512 2.1440153 .083912365 1.9337218 4.3114371 1622.666666666667
1580 Mercer University Macon GA 90000 46400 7.822288 2.2415485 27.377474 1.4763956 2.1415448 .11548791 -1.308791 -3.9197273 580.6666666666666
20735 University Of Arkansas Community College At Batesville Batesville AR 48700 21400 22.807526 .10824578 9.3885479 .023122029 2.1412957 .0052735633 .71930641 8.8562307 188.3333333333333
1335 Victor Valley Community College Los Angeles CA 62600 25200 17.720585 .12299065 12.079613 .12948638 2.140578 .022945743 4.0724492 6.7613273 1378.666666666667
2651 Eastern New Mexico University Clovis NM 47200 27500 22.382048 .18616323 9.5608931 .15556574 2.1399238 .034818798 -4.0019035 -7.7154531 976
3714 Hampton University Newport News VA 79500 45900 7.9551892 .60856336 26.892084 .47313204 2.1393161 .037638545 -.24870691 -5.3909101 922.6666666666666
9704 North Seattle College Seattle WA 71200 28800 11.944085 .77231526 17.906593 .046812996 2.1387789 .0055913841 -1.020317 -6.174252 438.6666666666667
11210 Bunker Hill Community College Boston MA 49500 29300 19.770063 .6344828 10.817116 .24286613 2.1385505 .04801479 6.3787727 5.8564548 684.6666666666666
40 Louisiana State University System Baton Rouge LA 94300 44000 8.6616974 1.9956596 24.682886 1.6826086 2.1379569 .14574248 -1.7910056 -4.1579919 6189.333333333333
6750 Valencia College Orlando FL 62000 29600 15.688421 .71210301 13.627251 .25563082 2.1379004 .040104438 2.1962402 6.1827497 4958
11163 University Of Texas At Tyler Tyler TX 80500 40600 7.4876251 .99435925 28.547768 0 2.1375499 0 .38721067 -4.1976175 182.6666666666667
25693 Le Cordon Bleu College Of Culinary Arts of Dallas, TX Dallas TX 64800 30200 13.342735 1.2705333 16.012711 1.6351562 2.1365335 .21817456 9.1570482 10.628466 87.33333333333333
3575 Howard Payne University Brownwood TX 69200 36800 10.496196 .36101952 20.33717 .29992953 2.1346292 .031481192 -2.4946992 -5.4159327 267.3333333333333
4713 Three Rivers Community College of Poplar Bluff, MO Poplar Bluff MO 46700 24500 22.633379 .12620562 9.423275 .25222448 2.1328053 .057086926 2.3645668 5.8156261 621.3333333333334
2991 Lake Region State College Devils Lake ND 54300 36800 15.430665 .23598075 13.790235 0 2.1279249 0 -5.8159323 -12.535787 242.6666666666667
2219 Tufts University Boston MA 187900 73100 3.42082 14.427018 62.166512 10.319595 2.1266046 .3530148 -.0067858878 -1.8022511 1109
1621 Lewis-Clark State College Lewiston ID 66000 31800 12.525315 .2926946 16.977716 .028941356 2.1265128 .0036249959 -4.409699 -9.311635 355.3333333333333
86 University Of Illinois System Decatur IL 109000 59700 5.0846786 2.0003836 41.679428 2.0886469 2.1192648 .10620097 1.2692698 1.0385287 9114.666666666666
1089 Arkansas Tech University Russellville AR 63200 35100 13.475392 .41111043 15.711419 1.0205972 2.1171753 .13752948 1.0841078 -.063226201 951
25943 CollegeAmerica Denver Denver CO 43500 20100 23.756598 .40832424 8.8999186 1.583192 2.1143179 .37611255 3.0507891 2.4045308 83
2408 Holmes Community College Kosciusko MS 41500 25400 30.951981 .24553128 6.8282619 .021935442 2.1134822 .0067894538 -8.9622622 -4.9226055 801
3541 Angelo State University San Angelo TX 68400 38500 11.666122 .3909629 18.082207 .023366926 2.1094923 .0027260142 -2.0008759 -3.3578742 1090
8228 Seward County Community College/Area Technical School Liberal KS 60600 33700 11.904278 .30955487 17.706802 .011556443 2.1078668 .0013757111 -.11452004 2.9996374 245
20739 Wor-Wic Community College Dover MD 57700 28900 18.986471 .34647253 11.094049 .030743884 2.1063683 .0058371783 -3.9852333 -3.9871519 421.5
2608 Georgian Court University Toms River NJ 83300 41000 9.3659353 1.305658 22.464931 0 2.1040511 0 2.1840978 2.8156431 152.3333333333333
1100 John Brown University Fayetteville AR 86800 35300 8.2645531 1.8353353 25.419872 .036030818 2.1008391 .0029777864 -2.1997747 -5.9549775 234.5
2870 Jefferson Community College Watertown NY 56800 28400 16.422865 .16235393 12.787554 .30605245 2.1000826 .050262578 -2.0979006 -4.838798 677.3333333333334
30113 California State University, San Marcos San Diego CA 93600 44400 9.0011168 2.2105 23.293791 0 2.0967011 0 -2.3136115 -4.3936696 427.6666666666667
3502 Lincoln Memorial University Middlesborough TN 69000 40600 14.471367 .4094747 14.479492 .052947488 2.0953803 .007662225 -5.5456533 -4.3062062 111
3928 Casper College Casper WY 68000 36200 10.91931 .34414971 19.17425 0 2.0936956 0 -3.7647929 -12.235408 489.3333333333333
125 University Of Massachusetts System Springfield MA 100000 51700 5.7736897 1.1134545 36.247654 1.0910347 2.0928268 .06299296 .37723908 -.37300912 6839.333333333333
1556 Brenau University Gainesville GA 87000 34600 6.7651329 3.22752 30.907478 .022872655 2.0909321 .0015473656 5.8714108 12.004776 114.6666666666667
2168 Cape Cod Community College Boston MA 67700 27300 12.728192 .74124014 16.408426 .014571959 2.0884962 .001854747 .17716128 -2.0071359 739
1426 Yale University Bridgeport CT 199700 76000 3.6328011 17.610744 57.303078 10.596573 2.0817068 .3849524 .24886627 -.049553726 1210
1866 Graceland University Creston IA 77200 39300 10.816111 .0505221 19.241962 .092329949 2.0812321 .0099865105 -5.5067358 -5.7531338 170.5
1514 Polk State College Lakeland FL 59500 29700 16.730318 .27204418 12.424182 .16489737 2.0786052 .027587853 -1.7090281 -.40236506 1263
1574 Georgia State University Atlanta GA 82200 38900 9.3061905 1.0490732 22.334484 .44640642 2.0784898 .041543432 2.2270794 5.6566257 2384.333333333334
1260 Palomar College San Diego CA 73500 31500 11.757648 .76196629 17.672207 .33619145 2.0778358 .03952821 -4.2151952 -7.3145366 3595.333333333334
10652 Pasco - Hernando State College Tampa FL 51100 25200 19.733507 .13715106 10.525184 0 2.076988 0 -3.1427531 -7.7148938 930
7096 College Of The Mainland Houston TX 68700 30400 15.082945 .18317406 13.755139 0 2.0746801 0 -1.7606725 -1.9416511 609
2616 Monmouth University Toms River NJ 110000 51900 5.4560876 2.2766531 38.006294 0 2.0736568 0 -1.2125864 -4.5488305 785
3631 Tarleton State University Stephenville TX 75900 41000 9.1978436 .6537419 22.480278 .71560991 2.0677009 .065820679 -2.4362593 -5.2610779 960.6666666666666
3026 Central State University Dayton OH 40300 25200 23.948643 .0071118497 8.6268263 0 2.0660079 0 2.4916987 2.9989548 266
4481 Ohlone College San Francisco CA 91100 38500 7.1223803 .67943281 29.00564 .83419651 2.065892 .059414648 4.5473909 5.3405051 1059.333333333333
31 Dallas County Community College District Dallas TX 59200 32300 15.445296 .55633032 13.343059 .32942173 2.0608749 .05088016 2.244761 6.2880559 8513
2829 St. Lawrence University Watertown NY 108400 49400 6.0530481 5.2158856 34.036777 3.338541 2.0602624 .20208351 -1.9243704 -4.0830588 469.3333333333333
22949 Institute Of Audio Research New York NY 49200 22100 18.689362 .96228057 11.021738 0 2.0598924 0 -4.6264119 -15.925378 168.5
3606 Sam Houston State University Huntsville TX 84000 43000 9.0871248 .54395813 22.619585 .39498812 2.0554698 .03589306 .32666358 -.5755502 1829.666666666667
1101 University Of Arkansas At Little Rock Little Rock AR 62900 30900 14.949626 .24463356 13.749084 0 2.0554366 0 -1.8162086 -3.0223806 800.3333333333334
2854 SUNY College Of Technology At Alfred Olean NY 66700 38400 12.156185 .40668523 16.908049 .40720561 2.0553737 .049500667 -.16125378 -1.831966 661.6666666666666
3378 University Of Pennsylvania Philadelphia PA 175300 91800 3.5353341 15.717262 58.056877 14.458158 2.0525045 .51114416 .12114222 -.75424767 2228
3648 Tyler Junior College Tyler TX 57400 29800 19.09116 .43405849 10.744457 0 2.0512414 0 -1.4825842 2.3399284 1694.666666666667
2342 St. Catherine University Minneapolis MN 84800 41500 7.3180599 1.983272 28.004847 .03427342 2.0494115 .0025081495 1.4777569 .20284921 314.6666666666667
25228 Fox College Chicago IL 70500 28000 12.217592 .46179128 16.763775 .19148685 2.0481298 .023395082 -4.4854822 -10.499375 79
2994 Minot State University Minot ND 64400 38000 9.3943577 .27470908 21.798105 .63482893 2.047792 .059638098 -4.0839725 -14.040139 547
3808 Bethany College of Bethany, WV Steubenville WV 77600 42400 7.4241281 .19767335 27.571062 .10004617 2.0469108 .007427555 -.46117091 1.5312785 210
3354 Philadelphia University Philadelphia PA 99600 49900 4.7852063 1.6687691 42.71978 2.7922518 2.0442297 .13361502 -1.8004004 -8.3909502 494
3156 Redlands Community College Oklahoma City OK 54600 28400 15.196209 .12213073 13.451709 .043998931 2.0441496 .0066861692 -2.5983734 -7.4013495 283.3333333333333
1166 Citrus Community College Los Angeles CA 66500 28100 14.06103 .40365303 14.537412 .63414663 2.0441101 .08916755 -1.2416952 -3.1449192 2030.666666666667
2849 State University Of New York College At Plattsburgh Plattsburgh NY 91400 44600 8.2869186 .33409643 24.627199 .92566407 2.0408361 .076709025 -1.8292788 -2.7215259 872
12261 North Arkansas College Harrison AR 45000 25400 22.416376 .16055733 9.0950451 0 2.0387795 0 -.42154211 -1.3694131 331.3333333333333
2133 Brandeis University Boston MA 142700 63100 4.0012894 8.615428 50.940468 9.4620419 2.0382755 .37860364 1.1490062 1.4029363 715
2447 William Carey University Hattiesburg MS 66500 31700 15.10743 .84162831 13.485064 1.184742 2.0372465 .17898406 -4.0794902 -4.4496822 180.6666666666667
2663 University Of New Mexico Albuquerque NM 73900 34900 13.551675 .56410974 15.026551 .27315173 2.0363495 .037016634 .14991403 -.072337128 3079.833333333334
1587 Paine College Aiken GA 36800 34100 30.075237 .083906338 6.7691989 .0024708665 2.0358527 .00074311905 -6.195529 5.1650872 176
2810 Sage Colleges Albany NY 77900 35300 11.645994 1.1038845 17.467226 .061287962 2.0342321 .0071375929 -.068935417 -5.424233 332
68 Ecpi University And Skyline Colleges Virginia Beach VA 53100 30600 19.131514 .29589346 10.591385 0 2.0262921 0 -.51352942 2.3039367 766
2130 Boston University Boston MA 126800 62000 4.0002327 7.5743399 50.435001 3.8562 2.0175173 .15425697 -.10322683 -2.4857347 3427.666666666667
11484 Advanced Institute Of Hair Design Milwaukee WI 78100 24300 2.5902088 .14379369 77.881294 .37604454 2.0172882 .0097403387 3.5261068 12.582043 58
3167 University Of Science & Arts Of Oklahoma Chickasha OK 59400 28400 14.598457 .21156171 13.815786 .042625997 2.0168917 .006222738 -4.6139884 -10.212423 214.3333333333333
2226 Western New England University Springfield MA 99300 57100 3.8180861 .53194469 52.819981 1.8813093 2.0167124 .071830004 -1.1223156 -4.951293 488.6666666666667
3786 Peninsula College Port Angeles WA 64900 23600 15.143771 .59847844 13.313685 .089676373 2.0161941 .013580385 -1.0614648 -1.7955552 316
3313 Widener University Philadelphia PA 96000 53400 6.0739813 1.2485445 33.165863 1.0822448 2.0144885 .06573534 -1.7209448 -5.4161897 482.3333333333333
3247 Misericordia University Scranton PA 85000 50200 7.5679622 1.5433965 26.605146 .013347609 2.0134676 .001010142 -2.8637712 -5.2920761 237.3333333333333
2795 Paul Smith's College Of Arts & Sciences Plattsburgh NY 76300 34000 11.007941 .18555951 18.28924 0 2.0132689 0 -3.7144217 -7.9900026 252
3216 Portland State University Portland OR 86900 37200 8.3449821 1.7971348 24.099758 1.7179581 2.0111206 .1433633 -.045368105 -1.516134 1156.333333333333
33683 Midwest Technical Institute Jackson MS 47900 24700 19.562695 .0505221 10.273649 .022230728 2.0098026 .0043489295 12.899679 -6.8463116 56
4711 Linn State Technical College Columbia MO 66800 40600 10.33121 .11404095 19.440708 .039189301 2.0084603 .0040487288 -4.3939548 -8.3027477 302.6666666666667
3220 Southwestern Oregon Community College Roseburg OR 59700 27600 15.584024 .39634871 12.883759 .026163179 2.0078082 .0040772762 2.558418 -.66540891 311
1358 Colorado Mesa University Grand Junction CO 75800 35000 8.8197489 .55303621 22.757122 .76079011 2.0071208 .067099772 -.8929522 -3.6209543 968
20746 South Arkansas Community College El Dorado AR 54200 24000 21.97381 .043782149 9.1252756 .035457324 2.0051708 .0077913254 1.9211094 10.692642 202.6666666666667
3485 Cumberland University Nashville TN 68800 37500 13.668558 .22248772 14.668319 .084685311 2.0049477 .011575261 -4.509316 -12.8573 151.3333333333333
30955 ASA Institute Of Business & Computer Technology New York NY 29000 19700 44.357517 .041586254 4.5164714 .0042629726 2.0033944 .0018909489 -4.4634881 -10.206017 275
3592 Midwestern State University Wichita Falls TX 70800 38000 9.0290537 .58716589 22.184702 2.2283652 2.0030687 .20120029 -2.1038704 -8.0886621 825
206 Ventura County Community College District Los Angeles CA 73700 30600 13.103684 .76801354 15.279172 .36339605 2.0021346 .047618277 -2.4616935 -4.6101742 4747.333333333333
3955 University Of West Florida Pensacola FL 79700 37500 8.8970079 .59712327 22.497574 .43511465 2.001611 .038712185 -1.9144324 -5.8996701 874
5000 Pierce College Seattle WA 73500 33000 9.9265127 .36097884 20.159502 .0042817448 2.0011356 .00042502797 -1.6533926 -5.7356606 1613.666666666667
3580 Kilgore College Longview TX 59900 28900 18.190565 .44633433 11.000312 .22981262 2.0010188 .041804213 -.27358603 2.6338224 903.6666666666666
3170 Oklahoma State University Stillwater OK 90000 45800 6.1238341 1.4718188 32.675652 1.8076999 2.0010026 .11070054 -2.037164 -6.8389683 2994.666666666667
12260 East Arkansas Community College West Memphis AR 36100 19700 34.596859 .38121986 5.7789979 0 1.9993517 0 -5.5268574 .49739596 213
22913 Art Institute Of Seattle Seattle WA 78700 29000 10.60483 1.1557503 18.848959 .14452045 1.9988999 .015326147 .046528075 -.046418786 562.3333333333334
2954 University Of North Carolina At Pembroke Fayetteville NC 63600 33100 15.239432 .3246904 13.09861 .017283197 1.9961538 .0026338613 -1.5650349 4.1233315 553.8333333333334
1110 University Of Arkansas At Fort Smith Fort Smith AR 58400 27800 14.775846 .41000801 13.504115 .69716066 1.9953473 .10301139 1.3147473 .19341284 972.6666666666666
3753 Virginia Military Institute Staunton VA 116700 70800 4.6043577 2.1059532 43.327759 .10470305 1.9949648 .0048209024 -1.2006068 -4.5905976 287
2181 Massachusetts Maritime Academy Boston MA 105300 84800 3.2541201 .82145977 61.262119 10.082485 1.9935429 .32809615 .38055804 -.0056480733 190.3333333333333
1839 Trine University Fort Wayne IN 83700 50800 4.2368031 .39877611 47.039307 .17660074 1.9929627 .0074822251 3.454648 -.67807108 214.5
1753 School Of The Art Institute Of Chicago Chicago IL 105800 25500 7.3941455 7.0343742 26.902988 0 1.9892461 0 .062131736 -3.2602563 280.6666666666667
1414 Trinity College of Hartford, CT Bridgeport CT 198000 67300 3.6446056 19.217913 54.563171 6.1531739 1.9886125 .22425893 .13775933 .34488505 458
3376 Thiel College Youngstown PA 69500 36300 11.734048 .4396311 16.928061 .091437764 1.9863466 .01072935 .9631424 -2.4235556 251.6666666666667
3157 Langston University Oklahoma City OK 38800 25300 29.319191 .0011510157 6.7743549 .013447625 1.986186 .0039427346 -1.7365743 1.176127 374.6666666666667
1187 College Of The Siskiyous Klamath Falls CA 57500 27900 18.95545 .38372964 10.478048 .041468222 1.9861612 .0078604883 1.257833 .48548546 345
3528 Union University Jackson TN 89300 38900 7.7227073 1.8758714 25.701424 .04143979 1.9848456 .0032002735 -4.0329976 -7.0785904 301.5
21142 Johnson College Scranton PA 55700 34000 10.758088 .28191453 18.446148 0 1.9844528 0 1.9448746 -.88180441 117
43 Los Rios Community College District Sacramento CA 71900 31200 13.179299 .37581241 15.052964 .085829288 1.9838753 .0113117 3.8859892 5.0938692 5873.333333333333
31281 College Of Health Care Professions Houston TX 35200 26100 33.329288 .12520894 5.9521222 .054665118 1.9837999 .018219493 -6.2963738 -8.7230177 104.5
3600 Panola College Longview TX 53200 27700 19.918741 .18969619 9.9499931 .49131611 1.9819134 .09786398 -4.5995097 -6.2758274 345.3333333333333
10014 Garrett College Cumberland MD 53800 27400 18.811121 .22213249 10.533329 .019429324 1.9814374 .0036548739 -5.8752546 -2.5768507 154
3601 Paris Junior College Paris TX 53700 27200 18.774162 .33241931 10.545317 .32853365 1.9797949 .061679438 3.637682 4.6904516 556.3333333333334
3787 Seattle Central Community College Seattle WA 71800 27800 14.780179 1.1981516 13.383135 .15849784 1.9780513 .023426265 .67499053 -.50005388 717.5
3779 Grays Harbor College Longview WA 58600 28400 17.846781 .0018070566 11.08004 .64427453 1.9774305 .11498226 2.8110287 1.3834411 294.6666666666667
2814 Skidmore College Albany NY 175400 47500 4.4441805 14.186954 44.459251 3.04672 1.9758493 .13540173 .084537014 -.56441027 554.6666666666666
22418 American Career College of Los Angeles, CA Los Angeles CA 30400 25700 41.461433 .31046158 4.7621169 .012597496 1.9744419 .0052231024 -17.572439 -16.825563 489.5
11862 Northland Pioneer College Gallup AZ 46800 17800 23.593821 .15069467 8.352911 0 1.9707707 0 -2.7544401 -2.5388405 400.3333333333333
2407 Hinds Community College Jackson MS 43200 25000 27.70327 .15381201 7.1103759 .0470373 1.9698067 .013030871 1.8448725 9.4488134 2288.333333333334
5707 Southeast Arkansas College Pine Bluff AR 46900 21800 27.282232 .0092915343 7.2166739 0 1.9688698 0 20.753103 34.915703 305.6666666666667
2615 Middlesex County College Newark NJ 78900 35600 11.085213 .23672262 17.739048 .50810695 1.9664112 .056324735 1.1400447 2.0122213 1786
2057 Allegany College Of Maryland Cumberland MD 57900 32400 15.657393 .13568601 12.547563 .052682891 1.9646211 .0082487669 -.71621847 -3.5272474 562.5
1424 Wesleyan University Bridgeport CT 165300 56500 4.197135 13.542681 46.78479 4.567668 1.9636208 .19171119 .8479625 .81897193 662
3837 Cardinal Stritch University Milwaukee WI 88400 39100 6.0648212 .9693495 32.362385 .044728912 1.9627208 .0027127285 4.8977389 3.2013285 133.6666666666667
3588 University Of Mary Hardin-Baylor Killeen TX 83700 40100 7.983707 .83284408 24.581137 1.0938122 1.9624859 .087326758 -1.4236662 -4.4861712 385
1017 Gadsden State Community College Gadsden AL 52000 25600 21.807285 .24867997 8.9989376 0 1.962424 0 .12673447 4.2129126 819.3333333333334
3423 Citadel, The Military College Of South Carolina Charleston SC 106800 62800 4.3771119 2.4630978 44.827797 0 1.9621627 0 -.50158936 -1.4079676 460.3333333333333
2115 Amherst College Springfield MA 181300 69300 4.2215958 16.812452 46.467812 6.3783927 1.9616832 .26926997 .34237915 3.0814116 389.6666666666667
3624 Stephen F Austin State University Nacogdoches TX 89300 41900 9.0629969 .91334069 21.63537 .60171705 1.9608129 .054533593 .23551439 3.6809537 1842.666666666667
2043 Husson University Bangor ME 60900 34300 13.390735 .3465333 14.639648 .014327417 1.9603565 .0019185464 -4.6537933 -11.030601 238.6666666666667
11145 Lone Star College-North Harris Houston TX 75900 33700 11.727148 .67754072 16.714405 .55605352 1.9601229 .065209225 2.9348767 7.0274787 5143.333333333333
1079 Yavapai College Flagstaff AZ 58900 27200 17.077572 .81585413 11.472678 0 1.9592547 0 -.97123367 -5.7538638 505.6666666666667
1146 California State University, Chico Chico CA 112200 48700 6.0856566 2.1921394 32.180683 .88178164 1.958406 .053662203 .17280154 -1.0894407 1895.333333333333
2879 Sullivan County Community College - SUNY Office Of Community Coll Poughkeepsie NY 42800 25900 27.294142 .21162178 7.1751289 0 1.9583898 0 -7.1073203 -9.4605961 316.3333333333333
7950 West Shore Community College Ludington MI 58900 29500 18.644136 .11818906 10.500698 .013093872 1.9577645 .0024412393 3.6746264 5.2541075 184
8073 Butte College Chico CA 64100 27300 16.059484 .5470143 12.189632 .24356696 1.9575921 .039115597 1.521809 2.4839752 1751
2007 Louisiana College Alexandria LA 84500 40500 8.8761892 1.4216684 22.030519 .065386616 1.9554704 .0058038393 2.9577997 4.9485707 201.3333333333333
1038 Snead State Community College Gadsden AL 52500 27900 21.325842 .27019048 9.1669226 .050143596 1.9549234 .010693544 -.9370532 2.1679723 322.3333333333333
1057 University Of South Alabama Mobile AL 76700 36700 11.226148 .74745822 17.408329 .22701618 1.9542847 .025485171 1.1949503 2.1428659 1342
1403 Sacred Heart University Bridgeport CT 114500 57300 4.6373091 2.3513901 42.130096 5.4335294 1.9537028 .25196955 -2.2171135 -1.7986003 662.5
1471 College Of Central Florida Ocala FL 54100 27100 21.211887 .61682236 9.2061596 0 1.9528002 0 -.15115774 .19403261 1061
3540 Amarillo College Amarillo TX 58500 31000 16.241901 .30104512 12.019881 .27505016 1.9522574 .044673376 .58029652 2.3999026 1471.666666666667
3193 Eastern Oregon University La Grande OR 74600 37300 10.578897 .3962217 18.438559 .017849317 1.9505963 .0018882609 -.7893281 -.12777445 341
1173 Pomona College Los Angeles CA 161600 62000 3.6810484 12.397808 52.981018 1.7089492 1.9502569 .062907249 2.2938929 2.8949959 369.3333333333333
3663 Wayland Baptist University Plainview TX 60200 39800 14.025079 .086563282 13.90229 1.0902636 1.949807 .15291032 -4.298831 -4.8317761 308.5
2013 Louisiana State University In Shreveport Shreveport LA 66500 35600 15.701525 .3121776 12.415858 1.1959323 1.9494791 .18777961 -6.537518 -8.1311331 528
11647 SBI Campus - An Affiliate Of Sanford-Brown Providence RI 51600 30000 19.945551 .082968317 9.7694139 .78131622 1.9485636 .15583783 6.9579115 7.5675726 217
1111 Allan Hancock College Santa Barbara CA 65700 30800 14.08916 .46700099 13.81499 .040890072 1.9464159 .0057610674 1.2314534 2.4496295 1220
7845 New England Institute Of Technology Providence RI 71400 39200 12.01888 .50971591 16.192427 .36973748 1.9461485 .044438303 -.62053871 -1.3010042 614.6666666666666
1445 Georgetown University Washington DC DC 195100 84400 3.1886191 17.792719 61.020271 11.404573 1.945704 .36364838 .47179633 -.24949983 1480
1774 University Of Chicago Chicago IL 132000 61700 4.3047915 9.1139393 45.086746 11.522997 1.9408904 .49604097 1.2321674 .58676523 935.6666666666666
1512 Palm Beach State College Port St. Lucie FL 61900 29100 16.229347 .83081388 11.95711 .1953501 1.9405609 .031704046 1.3226802 2.9472144 3321.333333333334
1968 Kentucky State University Lexington-Fayette KY 54000 28200 18.195711 .12009364 10.643188 .0055606887 1.9366039 .0010118069 4.517652 7.3178201 330.1666666666667
1617 College Of Idaho Boise City ID 92200 45700 5.596683 2.0880313 34.591057 .030452522 1.9359518 .001704331 3.6961892 3.6742454 177
1773 Triton College Chicago IL 63800 33700 12.718341 .29142383 15.219337 .21130045 1.935647 .026873909 2.6433539 5.3586936 1415.666666666667
2889 Union College of Schenectady, NY Albany NY 134700 66600 4.2998195 10.896436 44.965881 1.7236468 1.9334518 .074113697 -1.5577421 -4.1274467 484
3565 Texas A&M University - Commerce Paris TX 72800 38000 12.235297 .44731897 15.800714 .44848457 1.9332644 .054873422 .72209805 3.5114233 598.6666666666666
12272 Moore Norman Technology Center School District No. 17 Oklahoma City OK 61500 25100 17.009344 .14740708 11.362896 .057787966 1.9327542 .0098293545 -5.7078457 -6.0001874 207.6666666666667
2188 Salem State University Boston MA 87100 42400 7.0403666 .36559394 27.44968 .0024619636 1.9325581 .00017333127 1.9697967 2.3593557 810.6666666666666
9896 Oakton Community College Chicago IL 75500 33500 10.774391 1.0597216 17.915272 .61730587 1.9302616 .066510946 3.5062854 3.6431067 1495.333333333333
3235 Arcadia University Philadelphia PA 92200 44900 5.7861662 2.883395 33.356514 3.733346 1.9300634 .21601759 -.56534272 -3.7019711 309
1113 Antelope Valley College Los Angeles CA 66600 25700 16.401859 .15970431 11.755011 .025722602 1.9280404 .0042189853 5.5140743 7.6606855 1904.666666666667
31081 Summit College Los Angeles CA 39600 20800 32.92276 .1388143 5.8551807 .014496085 1.927687 .0047725113 -10.650064 -10.712294 160
3184 University Of Oklahoma Oklahoma City OK 98500 47200 6.3189192 2.4519234 30.455606 1.8082887 1.9244652 .1142643 -1.4802539 -4.8363352 3425.666666666667
3735 Virginia Commonwealth University Richmond VA 90700 40200 7.0848346 .77078426 27.161657 .92699772 1.9243585 .06567625 -1.5941007 -4.6637201 2608.333333333334
3775 Eastern Washington University Spokane WA 85900 41700 6.8264976 .64202201 28.165594 .033912435 1.9227237 .0023150316 -.59135652 1.8584037 1135
1520 Seminole State College Of Florida Orlando FL 63100 29300 15.335971 .51387239 12.477012 .26763731 1.913471 .041044779 -.029003318 1.2409199 1521
223 Mid-Plains Community College North Platte NE 57000 29400 15.134592 .039187428 12.637995 .93997473 1.9127091 .14226136 -.20224564 -7.729485 472.3333333333333
1911 Colby Community College Colby KS 57600 33200 13.050967 .1554736 14.635338 .0075855781 1.9100533 .00098999136 -1.8230762 -8.8053951 342
2143 Curry College Boston MA 101600 38800 6.4112387 4.7802916 29.78377 .11374571 1.9095086 .0072925091 -1.9041041 -5.3806119 342
1493 Indian River State College Port St. Lucie FL 54000 26500 18.94791 .41509086 10.075696 .14254029 1.9091338 .027008407 -1.6158236 -2.8883009 1378.333333333333
1359 Colorado Northwestern Community College Steamboat Springs CO 72900 32700 9.5909376 .38192481 19.90464 1.8343084 1.9090416 .17592736 1.0585048 -5.5474787 192.1666666666667
1021 Jefferson Davis Community College Atmore AL 35800 20400 32.82494 .095428072 5.8026099 .021399809 1.9047033 .0070244744 -9.3562641 -3.3169396 150
217 Miller-Motte Technical College & McCann School Of Business & Technology Reading PA 41300 22000 30.816422 .26903507 6.174036 .0066264453 1.902617 .0020420332 .64698112 7.0606112 187
2539 Chadron State College Scottsbluff NE 68100 38600 10.85148 .32498252 17.532999 .74073267 1.9025898 .080380455 -4.3116703 -7.2805276 363.6666666666667
2821 Saint John Fisher College Buffalo NY 88200 46500 6.3375978 1.6561584 30.01757 0 1.9023929 0 -2.0055501 -7.0298152 356.6666666666667
3790 Seattle University Seattle WA 105700 55400 4.7202916 3.2610826 40.272156 2.679781 1.9009631 .12649348 -1.0669026 -4.9362373 523.3333333333334
2466 Harris - Stowe State University St. Louis MO 45200 29700 25.191858 .039174445 7.5423956 0 1.9000696 0 5.1811848 18.227299 140.6666666666667
2405 East Mississippi Community College Meridian MS 44900 25200 28.596041 .20643726 6.6403613 .11439522 1.8988805 .032712501 -1.4439601 2.6306984 861.3333333333334
2734 Houghton College Olean NY 85300 35300 6.7841401 .86495578 27.980358 1.7522445 1.8982267 .11887472 -.39515105 -1.6900076 287
9345 Richard Stockton College Of New Jersey Philadelphia NJ 92700 48600 6.7839966 .40423772 27.958611 0 1.8967112 0 -1.4833112 -4.3058596 914
1573 Georgia Southwestern State University Americus GA 73400 37400 12.420161 .16315548 15.265645 .038145076 1.8960178 .0047376803 -1.4715587 -3.6448796 268
1052 University Of Alabama At Birmingham Birmingham AL 74600 38100 12.073208 .74615246 15.682398 .5942623 1.8933684 .071746521 -5.0230994 -10.032701 1373.333333333333
2569 University Of Nevada - Las Vegas Las Vegas NV 90400 41500 6.5142937 1.6583877 28.984283 .7247684 1.8881215 .047213543 .2776421 .20116819 2124
3664 Weatherford College Fort Worth TX 62500 28600 12.577263 .37450606 14.992773 .80490381 1.8856804 .10123487 .39712176 -3.3549042 680.3333333333334
3868 Milwaukee School Of Engineering Milwaukee WI 91700 72700 3.763957 .82937825 50.07732 2.3825486 1.8848886 .089678101 -.44465899 -4.5870528 362.6666666666667
1345 Adams State University Alamosa CO 67200 34100 12.922439 .31467152 14.582914 .02400125 1.8844681 .0031015468 .072413616 .70173603 393.3333333333333
2209 Smith College Springfield MA 114900 46600 5.0264382 5.4605479 37.487514 2.1795125 1.8842866 .10955185 1.3156483 .068221092 592.6666666666666
2140 College Of Our Lady Of The Elms Springfield MA 87500 45400 8.6761923 .84404433 21.699392 .0091121281 1.882681 .00079058571 -.94907248 -.11872438 95.66666666666667
7640 Fayetteville Technical Community College Fayetteville NC 51600 24400 21.66733 .042722445 8.6847038 .11051868 1.8817434 .023946447 3.2249644 6.0378256 1415.333333333333
32553 Florida Gulf Coast University Cape Coral FL 78900 39700 8.4213448 1.112841 22.297192 .97714031 1.8777235 .082288355 -3.0505402 -9.5362091 405.3333333333333
2147 Emmanuel College of Boston, MA Boston MA 93400 46600 5.5309253 1.2984346 33.896057 .049185619 1.8747658 .00272042 2.0029778 -4.7973552 242
3289 Lehigh University Allentown PA 138300 81200 3.2861903 9.9099646 57.026768 2.9064627 1.8740082 .095511891 -.76335996 -2.851742 1059.333333333333
13234 Lorenzo Walker Institute Of Technology Cape Coral FL 40000 18300 30.857504 .39860973 6.0594444 .024082612 1.8697932 .0074312929 -14.141739 -13.721673 78
203 Grossmont-Cuyamaca Community College District San Diego CA 77400 31700 11.397042 .71716344 16.396694 .4297038 1.8687381 .048973523 1.8625097 1.0626217 3461
6777 Flathead Valley Community College Kalispell MT 55700 26000 16.455267 .61021376 11.353285 .0091893626 1.8682133 .0015121342 -4.623476 -7.9782581 311
3611 South Plains College Lubbock TX 56200 31100 18.892748 .15292121 9.8787804 .25775138 1.8663728 .048696313 -3.8974986 -4.5308657 1519
3160 Northeastern Oklahoma A & M College Joplin OK 52800 29400 18.082962 .075985447 10.314717 0 1.8652065 0 .068121128 1.0640547 390.6666666666667
7260 Southwest Virginia Community College Bluefield VA 44900 21700 27.233093 .18710695 6.8481026 .22105186 1.8649504 .060199261 -2.068337 -7.0201831 517.3333333333334
1488 Florida Southern College Lakeland FL 85400 38700 7.735744 1.6569936 24.092615 .17045303 1.8637429 .01318581 -2.6566858 -6.4203925 404.3333333333333
3761 Wytheville Community College Bluefield VA 53500 25900 18.624439 .16611856 9.9899817 0 1.8605779 0 3.3977482 2.5420327 267.3333333333333
10149 Pepperdine University Los Angeles CA 124100 55800 4.3150821 11.783572 43.098839 6.8996921 1.8597503 .29772738 -.033980712 -2.248728 569.3333333333334
2323 University Of Detroit Mercy Detroit MI 85200 45600 9.9515171 .33545041 18.686977 .90290421 1.8596377 .089852661 -4.2437019 -10.457177 358
1569 Georgia Institute Of Technology Atlanta GA 126000 78900 3.2330997 3.2896769 57.458832 4.7745047 1.8577013 .1543645 1.2055962 .45970586 2185.333333333334
213 SUNY Upstate Medical University And SUNY College Of Environment Science And Forestry Syracuse NY 89900 49700 5.1576018 .40734011 35.997513 .012486081 1.8566083 .00064398232 -.36384317 -4.8062315 107.6666666666667
2878 Suffolk County Community College New York NY 81200 34600 9.8327522 .44318587 18.837868 .18892099 1.8522809 .018576132 -.94835263 -3.8505514 3799
2023 Our Lady Of Holy Cross College New Orleans LA 88400 36600 8.7925415 .73956031 21.063608 .22551683 1.8520266 .019828662 4.5422072 5.8083477 129.3333333333333
7870 Hillsborough Community College Tampa FL 63700 30100 15.357054 .51867139 12.052735 .0026691125 1.850945 .00040989704 1.3127384 4.3400731 3167.666666666667
2171 Massachusetts Bay Community College Boston MA 76800 31800 12.017737 1.356627 15.39993 .65732998 1.8507231 .078996189 -.23880833 .79770947 841.6666666666666
2173 North Shore Community College Boston MA 72000 29300 13.870798 .53372842 13.339546 .24660556 1.8503016 .034206159 4.6790423 5.7335095 1046.333333333333
2024 Southeastern Louisiana University Baton Rouge LA 72700 34000 14.494022 .50729519 12.760897 .36345822 1.8495673 .052679714 -4.6653748 -5.5052133 2536.666666666667
3627 Temple College Killeen TX 63900 31600 14.728204 .31146705 12.529853 .015097805 1.8454221 .0022236356 5.0426884 9.8965015 658
2842 SUNY College At Buffalo Buffalo NY 77700 38400 10.266733 .24047635 17.964052 0 1.8443213 0 .1590993 .10526083 1170.666666666667
2537 University Of Montana Western Dillon MT 59700 32200 15.402278 .330856 11.97014 1.1142823 1.8436743 .17162485 -8.0928631 -14.920737 197.3333333333333
1879 Morningside College Sioux City IA 67100 39400 6.5455861 .3162621 28.144955 .15840225 1.8422524 .010368356 -3.0818391 -11.732882 170.3333333333333
6791 SUNY College At Purchase New York NY 103100 36200 7.6111002 1.7792662 24.162361 .84989983 1.8390216 .064686731 -1.7792053 -2.8442569 540.6666666666666
3782 Lower Columbia College Longview WA 72200 28400 13.621354 .27879435 13.488859 0 1.8373654 0 -.27874565 2.162724 511
11667 Northeast Community College Virginia Beach NE 54300 33800 13.242981 .041652512 13.870592 .0027455876 1.83688 .00036359765 -2.9860799 -8.5799799 637.3333333333334
1397 University Of New Haven Bridgeport CT 84900 49800 7.6825423 1.1442375 23.906971 .06753923 1.8366631 .0051887301 -1.9148052 -4.8417735 348.6666666666667
3392 Westminster College of New Wilmington, PA Youngstown PA 87900 46400 4.7175326 .82304597 38.931629 .38483641 1.8366122 .018154783 .99792004 -.48594475 298
3227 Willamette University Eugene OR 110800 49400 3.501075 4.6925626 52.419453 5.0272732 1.8352445 .17600861 -.38713551 -4.5020514 392.3333333333333
1018 George C. Wallace Community College Dothan AL 53600 25200 22.807444 .26771715 8.0396509 .20683888 1.8336389 .047174659 2.7042847 8.3854828 655
10474 Marymount California University Los Angeles CA 104900 31300 11.168693 14.425531 16.417622 2.1710682 1.8336337 .24247994 -2.0616879 -3.5906739 110
1019 Huntingdon College Montgomery AL 87200 38100 5.9995337 .7615996 30.534065 12.979135 1.8319014 .77868754 1.4968771 1.4187456 128.6666666666667
3404 Johnson & Wales University Providence RI 75100 35200 11.738681 1.5666807 15.598872 .12276777 1.8311018 .014411316 -2.3767364 -5.8239279 2902.666666666667
1217 Lassen College Klamath Falls CA 64200 23300 16.82085 .17877372 10.87695 .021526534 1.8295954 .0036209461 1.543493 3.9603035 292
30633 Northwest Arkansas Community College Fayetteville AR 65900 29500 12.875249 .80153465 14.210148 .25066745 1.829592 .03227406 -.78046268 -1.5150112 919.3333333333334
3796 Tacoma Community College Seattle WA 74100 31500 12.211747 .59709334 14.968285 0 1.8278891 0 -1.0180786 -2.2362647 853
5733 Bevill State Community College Jasper AL 50100 26400 21.799784 .10990229 8.3827753 .19369853 1.8274268 .042225856 1.9631941 2.7862945 612
1678 Eureka College Peoria IL 76500 41300 9.4731178 1.0743778 19.28916 .3693727 1.8272847 .034991108 -4.0148644 -13.161153 96.5
3237 Bryn Mawr College Philadelphia PA 125400 47400 5.1568918 7.0389113 35.416267 2.4563444 1.8263785 .12667102 -1.5041187 -3.1142025 265.3333333333333
3287 La Salle University Philadelphia PA 101500 58700 4.2639775 1.3126771 42.786751 .020533476 1.8244174 .0008755427 4.8300247 7.7565064 690.6666666666666
10391 Oklahoma City Community College Oklahoma City OK 66900 30100 14.136457 .66109008 12.905701 .16764963 1.8244088 .023699718 3.0027013 4.8760643 1379.666666666667
1581 Middle Georgia State College Macon GA 62700 31600 16.405174 .39644673 11.117477 0 1.8238416 0 6.2929192 16.931482 554.3333333333334
1546 Armstrong Atlantic State University Savannah GA 76000 34600 9.7965746 .47960868 18.609446 0 1.8230883 0 -.31203637 .92560148 652.6666666666666
1347 Colorado College Colorado Springs CO 154600 43600 4.8108206 13.256186 37.885078 5.5949521 1.8225832 .2691631 -3.2024074 -8.941431 505
2964 Southeastern Community College of Whiteville, NC Wilmington NC 42600 22800 29.838461 .32447115 6.1076527 .00029404589 1.8224295 .000087738765 -1.9969866 5.4783325 326
1571 Georgia Military College Milledgeville GA 62000 28500 16.684824 .25976563 10.922311 0 1.8223684 0 3.0939026 6.0562563 961.3333333333334
2526 Carroll College Helena MT 89700 47800 5.1360955 2.2834663 35.451275 2.8156865 1.8208114 .14461635 -2.6290476 -12.862386 273.5
1502 Lake Sumter State College Orlando FL 59100 28100 15.875215 .47880843 11.462292 0 1.8196633 0 -1.8852973 -3.929791 467.6666666666667
1242 Monterey Peninsula College San Jose CA 66100 27200 14.24603 .92151111 12.770579 .31803685 1.8193007 .045307625 -4.3382292 -8.1401262 722.3333333333334
2609 Rowan University Philadelphia NJ 102400 51200 5.7397089 .41147712 31.674675 0 1.8180341 0 -1.2169673 -3.2311096 1203.333333333333
1490 Gulf Coast State College Panama City FL 56700 28300 18.489557 .27504957 9.8240528 .040714037 1.816424 .0075278454 -4.640316 -7.3373957 887.6666666666666
11864 Mohave Community College Las Vegas AZ 45400 20300 23.548166 .18943599 7.7074156 0 1.8149551 0 -.55753815 -2.9656386 592.3333333333334
4025 Tennessee College Of Applied Technology - Knoxville Knoxville TN 55200 20100 17.613766 .098840646 10.295617 .0020906408 1.8134458 .00036824058 5.6331987 1.735458 135
1519 Santa Fe College Gainesville FL 66400 30300 14.824372 .90892202 12.219152 .20054422 1.8114127 .029729422 -.0094429357 .90851009 2175.333333333334
3163 Northwestern Oklahoma State University Enid OK 61400 35500 10.673184 .037914328 16.946182 0 1.8086972 0 .82181358 -8.3015184 277.3333333333333
2642 College Of New Jersey Newark NJ 122300 60100 3.627264 .992845 49.851116 2.9377878 1.8082317 .10656133 .047525171 -1.09012 1263.666666666667
3593 Navarro College Corsicana TX 56000 30900 18.396315 .28253791 9.799036 .21442167 1.8026617 .039445687 .077625431 3.9414101 904.3333333333334
2847 SUNY College At Oneonta Oneonta NY 92700 45900 7.016623 .34463546 25.669155 .46232358 1.8011079 .0324395 -2.3409789 -6.0792317 1052.333333333333
1875 Marshalltown Community College Marshalltown IA 68500 35400 11.92876 .18564415 15.097838 .058275968 1.8009849 .0069515998 1.2875473 6.9794068 366.5
1564 Emory University Atlanta GA 175700 67800 3.6100194 16.779459 49.876358 9.7916489 1.8005463 .3534804 2.0106771 4.1298604 1422.666666666667
8078 Springfield Technical Community College Springfield MA 69300 33400 13.118115 .21927685 13.720844 .52804846 1.7999161 .06927 10.283695 15.892855 979.6666666666666
2414 Millsaps College Jackson MS 110600 44600 5.8698497 6.6558547 30.658579 1.8425939 1.7996125 .10815749 -3.2746248 -8.8989582 247
1285 Santa Barbara City College Santa Barbara CA 86100 31400 9.6530762 3.3004012 18.642538 .35100403 1.7995782 .033882685 .78932315 -1.7869836 1827
108 University Of Pittsburgh System Pittsburgh PA 91200 48900 5.6858778 1.1291192 31.640619 1.3727342 1.799047 .078051984 -1.8891914 -6.273315 4636
1122 Biola University Los Angeles CA 95300 35700 6.932281 3.1701651 25.938499 .0084355501 1.7981297 .00058477605 -2.3043759 -4.5082426 535
3274 Haverford College Philadelphia PA 174200 57200 4.5679741 12.276054 39.357574 2.511106 1.7978437 .11470667 -.60728264 .48901325 285.6666666666667
12860 Arkansas Northeastern College Blytheville AR 37100 23400 30.77692 .20554405 5.8292861 0 1.7940749 0 -3.4718711 -1.5647086 304.6666666666667
30727 Westwood College - Los Angeles Los Angeles CA 37800 26400 26.944929 .14308348 6.6545949 .026125092 1.7930759 .0070393872 -2.2030673 -5.4280806 412.5
1706 Lake Forest College Chicago IL 116000 51400 3.760988 6.6205435 47.658901 .47332388 1.7924455 .017801654 2.6800637 5.6693206 270.5
3222 Umpqua Community College Roseburg OR 56700 26600 16.308281 .27695733 10.980478 .058403093 1.7907271 .009524541 8.6360569 11.650838 341.6666666666667
2968 Saint Augustine's University Raleigh NC 38800 26800 26.413273 .13763051 6.7768517 0 1.7899884 0 -1.1336366 -3.1687205 253.6666666666667
2176 Bristol Community College Providence MA 69500 31100 11.808619 .15117927 15.147556 0 1.7887173 0 3.0420103 3.5680275 1106.666666666667
3024 Case Western Reserve University Cleveland OH 118200 73400 3.2713771 3.5472538 54.677315 5.5075254 1.7887011 .18017194 -.17119591 -.65180182 714.3333333333334
100 Riverside Community College District Los Angeles CA 70800 28800 12.495281 .24339117 14.307536 .26891279 1.7877668 .033601407 1.3659309 3.0611324 3868.333333333334
1561 Columbus State University Columbus GA 72600 35400 10.78043 .74439079 16.551189 .0059416043 1.7842892 .00064053049 2.986762 5.8499517 803.3333333333334
5379 Tennessee College Of Applied Technology-Shelbyville Tullahoma TN 61500 31500 14.185852 .0505221 12.572495 0 1.7835155 0 2.9300702 3.6804378 103
7871 George C. Wallace State Community College Birmingham AL 58500 27300 14.693485 .1212284 12.103301 0 1.7783967 0 .78663045 -2.0667737 923
2456 Columbia College of Columbia, MO Columbia MO 61700 31100 14.413707 .71494353 12.319188 .0025425593 1.7756516 .00036647703 4.4956017 4.0832653 748.3333333333334
1959 Campbellsville University Campbellsville KY 68100 35100 11.893584 .65346527 14.92499 .032069858 1.7751163 .0038142556 6.3027635 12.376326 210
1202 Gavilan College San Jose CA 80500 29800 11.510088 .5901581 15.418596 .0097953863 1.774694 .0011274576 2.1009736 1.4808968 588.6666666666666
3570 Grayson County College Sherman TX 66900 31200 14.582406 .55848634 12.163906 .83773816 1.7737901 .12216239 .92070472 4.6180086 535.6666666666666
3539 Alvin Community College Pearland TX 84500 36600 9.23034 .274019 19.21438 0 1.7735527 0 .16103901 1.0563546 675.3333333333334
1192 Cuesta College Santa Barbara CA 79900 31000 10.63613 1.3468853 16.665659 .30156699 1.7725811 .032075059 -1.5030987 -3.9483566 1881.333333333333
22187 Florida Technical College Orlando FL 39200 22800 30.391607 .34255114 5.8306265 .0080847153 1.7720212 .0024570748 5.1641521 12.447556 112
3590 McLennan Community College Waco TX 54700 28400 18.939312 .31780186 9.3556271 0 1.7718914 0 -.84237593 .44671041 1248.333333333333
1163 Chaffey Community College Los Angeles CA 66300 27700 14.693554 .25819233 12.037171 .15299907 1.7686883 .022481 -1.8153303 -2.4844933 2802.666666666667
2423 Mississippi State University Starkville MS 90700 44100 8.7002134 1.2407148 20.326965 .78967947 1.7684894 .0687038 -.11919441 -.19748597 2398.333333333334
3613 Southern Methodist University Dallas TX 176400 55400 4.4499464 20.762009 39.727455 6.8432436 1.7678505 .30452067 -1.3033844 -5.0078521 1191
5691 Shelton State Community College Tuscaloosa AL 60400 26500 21.626379 .78577614 8.158803 0 1.7644535 0 -2.2170317 3.3803442 1179.333333333333
44 Contra Costa Community College District San Francisco CA 85400 32900 9.6791763 .78492647 18.21537 .64290571 1.7630978 .062227976 1.90096 2.155766 4957.666666666667
3684 Champlain College Burlington VT 85200 39200 7.1677027 2.2442431 24.596661 1.0871468 1.7630156 .077923447 -2.2259479 -9.1425304 435
3329 Pennsylvania State University State College PA 95400 50900 5.827394 1.4083563 30.24964 1.2134588 1.7627659 .070713028 -.34569472 -1.738034 13272.66666666667
129 Harvard University Boston MA 174000 81500 3.0466166 15.399451 57.741692 13.589806 1.7591679 .41402927 2.4911876 4.6688395 1609.333333333333
5697 Northwest - Shoals Community College Florence AL 56300 26800 20.022526 .14039512 8.7788563 0 1.7577488 0 4.7755833 9.501955 750.5
2877 Rockland Community College Newark NY 92600 35400 9.2373133 .81187356 19.023636 .31107268 1.7572728 .028734758 -.13898689 -.39973786 1156.666666666667
5306 Bates Technical College Seattle WA 65000 29900 11.937841 .21618092 14.712717 0 1.7563809 0 .86770833 -1.6451254 378.3333333333333
1 University Of Hawaii And Hawaii Community Colleges Honolulu HI 75200 35600 10.804315 .45872247 16.251457 .26228443 1.7558585 .028338036 -.60321647 -2.3609183 5860.333333333333
1505 Lynn University Port St. Lucie FL 149800 28300 7.3788533 17.499947 23.77898 1.7314559 1.754616 .12776159 -4.257833 -4.1976037 299.5
22781 Santa Fe Community College Santa Fe NM 56400 25600 19.810991 .63576233 8.8534403 .0045208656 1.7539542 .0008956283 -.60490239 2.7527175 375.6666666666667
24973 Milan Institute of Sparks, NV Reno NV 39300 20100 27.393356 .057616387 6.3969231 .050701261 1.7523321 .013888775 8.8530283 12.371576 195
21519 Keiser University Miami FL 40500 24800 25.540394 .44520563 6.8533025 .003072324 1.7503605 .00078468362 -4.8190026 -7.1634474 452.3333333333333
7987 Bladen Community College Wilmington NC 36100 19500 31.386398 .22330809 5.5754108 .0070864409 1.7499206 .0022241785 -1.8907975 5.0977445 134
1124 Cabrillo College San Jose CA 70200 26500 14.195026 1.1204088 12.321246 .187608 1.7490042 .026631005 .28393039 -2.7806091 1641
1860 Drake University Des Moines IA 109600 57200 3.651639 2.5500627 47.852005 2.7073722 1.7473824 .098863468 -1.8127471 -4.3597121 658.3333333333334
2184 Fitchburg State University Boston MA 89500 45000 5.6541305 .39992008 30.897442 .039114457 1.7469816 .0022115824 -.49841642 -2.5012715 510
2292 Michigan Technological University Houghton MI 98700 65900 3.7419126 .90436822 46.681934 .92718232 1.7467972 .034694351 .28564847 -.74667609 1068.666666666667
2845 SUNY College At Geneseo Buffalo NY 107400 51500 3.9661982 .70372158 44.03894 2.3440449 1.7466717 .092969462 -.45215514 -2.3007329 1130.333333333333
1287 Santa Rosa Junior College Santa Rosa CA 80900 31600 9.0323906 .58880746 19.335485 .41500515 1.7464565 .037484888 .29361075 -1.3378049 2559.333333333334
3109 Ohio Wesleyan University Columbus OH 103000 46500 4.2281747 5.031949 41.290085 2.149241 1.7458168 .090873659 -1.2242782 -1.0416595 389
5372 South Puget Sound Community College Seattle WA 73900 31000 10.020569 .46827644 17.398722 0 1.743451 0 .24358647 -1.5802493 878
2175 Quinsigamond Community College Boston MA 73700 31700 13.836559 .41286457 12.573892 0 1.739794 0 .63906837 .22805144 1017.333333333333
2995 Dakota College At Bottineau Minot ND 54900 34700 14.627684 .1661889 11.892681 0 1.7396238 0 -.96737558 -2.461674 135.3333333333333
3933 Western Wyoming Community College Rock Springs WY 79100 32400 9.7083454 .33602983 17.918615 .038362641 1.739601 .0037243778 -2.9470649 -6.1372914 430
1380 Western Connecticut State University Bridgeport CT 100500 47300 4.5886779 .75727868 37.904152 1.0495329 1.7392995 .048159689 .1837562 -4.7179208 790.5
2933 High Point University Greensboro NC 86100 40800 8.2739029 1.7675641 21.018473 .0086206356 1.739048 .00071326306 -7.0304461 -19.523952 346.3333333333333
10148 Colorado Technical University Colorado Springs CO 52300 26100 19.730598 .23836598 8.8126907 .023006324 1.7387966 .0045392853 9.432045 12.721407 523.6666666666666
3774 Columbia Basin College Kennewick WA 77500 32000 10.458976 .24844101 16.600052 .040686995 1.7361953 .0042554433 3.2888229 6.4753122 1020.666666666667
5622 Georgia Piedmont Technical College Atlanta GA 47200 22300 22.605265 .14078516 7.6797962 .032341588 1.7360382 .0073109013 2.251673 9.2226801 469.3333333333333
1844 Wabash College Terre Haute IN 100800 58200 4.3702493 2.5824211 39.637409 1.4944649 1.7322537 .065311842 1.2059226 .14033234 201.6666666666667
1843 Vincennes University Vincennes IN 68800 32600 11.588706 .30167693 14.943091 0 1.7317109 0 3.0469742 6.3440642 1995.666666666667
2705 College Of Saint Rose Albany NY 91000 46200 5.919476 .60252231 29.231087 1.1592189 1.7303271 .068619683 -.15573792 -1.7833475 439.3333333333333
8661 Southside Virginia Community College South Boston VA 39800 23900 28.64242 .16367561 6.0347414 .001490737 1.728496 .00042698311 -3.9895899 .86630535 433.3333333333333
9902 Sheridan Technical Center Miami FL 46500 22700 23.722721 .29125425 7.2858734 .024638904 1.7284075 .0058450187 -6.4050274 -10.317815 422.6666666666667
1156 Sonoma State University Santa Rosa CA 113700 46400 5.0166392 2.1133435 34.427979 .037733879 1.7271277 .0018929726 -1.1495832 -3.0536005 907.6666666666666
25590 University Of Advancing Computer Technology Phoenix AZ 80600 38100 10.397141 .85816669 16.60961 .0069712754 1.7269247 .00072481332 -.18684101 -.93825161 135.3333333333333
2488 Missouri Southern State University Joplin MO 63800 33200 11.775727 .46215487 14.63888 .62035173 1.7238346 .073050931 .45728552 -1.5855333 892.6666666666666
10170 Western Dakota Technical Institute Rapid City SD 54700 32500 14.857266 .11793304 11.602063 0 1.7237494 0 -3.0301075 -7.0253 261.3333333333333
2848 SUNY College At Oswego Syracuse NY 85900 45200 8.1431198 .31774592 21.164375 .38732839 1.7234405 .031540617 -2.1270943 -5.2944641 1139.333333333333
2843 SUNY College At Cortland Syracuse NY 94500 50600 5.6574273 .30154118 30.46315 .60046047 1.7234306 .033970613 -2.3138256 -6.0004878 1002
7470 Art Institute Of Pittsburgh Pittsburgh PA 63800 26100 14.400798 .42240471 11.945039 .31598094 1.7201809 .045503777 10.752318 16.253912 790.6666666666666
9185 Rose State College Oklahoma City OK 63800 30700 13.555699 .37337053 12.689109 .00089453033 1.7200974 .00012125985 2.4484112 1.1896962 1027.666666666667
1322 University Of Redlands Los Angeles CA 108400 47700 5.3098478 4.9969549 32.342236 0 1.7173237 0 -1.4536146 -5.03688 397.3333333333333
3258 Duquesne University Of The Holy Spirit Pittsburgh PA 104000 56300 4.1523314 2.7037466 41.347485 .84087104 1.7168846 .034915753 -.96350962 -3.601867 1116.333333333333
1178 College Of Marin San Francisco CA 82000 29700 11.661103 1.6893512 14.720593 .38217255 1.7165836 .044565536 4.9643588 3.7582214 580.6666666666666
78 Vatterott College St. Louis MO 48500 27200 24.197271 .2418448 7.0932097 .02577997 1.7163632 .0062380489 14.218266 22.686501 910.5
2765 Marist College Poughkeepsie NY 119300 59500 4.8714952 2.4573555 35.23074 3.7011523 1.7162638 .18030146 -2.2985301 -8.0839376 930
1417 University Of Connecticut Bridgeport CT 110300 56700 3.6613486 1.3716867 46.80072 2.2371542 1.7135376 .081910022 .096540816 -.53942662 3297
3930 Northern Wyoming Community College District Sheridan WY 65300 30800 13.352288 .34548929 12.822803 .017263036 1.7121377 .0023050103 -5.3713512 -13.218367 374.6666666666667
1781 Wheaton College of Wheaton, IL Chicago IL 130900 41500 5.5614843 8.6099873 30.775074 1.9482914 1.711551 .10835392 -.70132476 -2.1003819 585.3333333333334
10056 Aiken Technical College Aiken SC 64100 25200 20.115341 .15426409 8.5034866 0 1.7105054 0 -.88902694 2.2148688 553.6666666666666
1477 Edison State College Cape Coral FL 61100 29900 14.622974 .58262593 11.691926 .11876364 1.7097075 .017366776 1.3089684 3.5532122 1573.666666666667
26167 Le Cordon Bleu College Of Culinary Arts of Scottsdale, AZ Phoenix AZ 67200 29700 13.429488 .36409962 12.729129 0 1.7094569 0 2.2329292 11.461793 234.8333333333333
1976 Morehead State University Huntington KY 65700 33000 15.837219 .072141707 10.783715 .035026144 1.7078406 .0055471673 -4.8685522 -8.2640238 1032
3134 Ursuline College Cleveland OH 75100 39300 5.4246359 .40703452 31.467257 0 1.706984 0 7.1400828 -2.4371533 91.66666666666667
20789 Art Institute Of Colorado Denver CO 74200 29600 12.620264 .93230277 13.524294 .75951272 1.7068015 .095852509 -1.3670541 -6.953176 523.6666666666666
3152 University Of Central Oklahoma Oklahoma City OK 77500 37800 8.7949228 .64068067 19.398884 1.011548 1.706117 .08896488 -.15793844 -.10935848 1499.666666666667
2857 SUNY College Of Technology At Delhi Oneonta NY 63600 34400 14.442285 .18473515 11.808116 0 1.7053617 0 -2.4818561 -5.1752472 532.6666666666666
1735 North Park University Chicago IL 87200 40200 7.3835373 2.1609409 23.094801 0 1.7052133 0 .26982793 -5.2783041 298.6666666666667
2347 Concordia University - Saint Paul Minneapolis MN 77900 39900 7.655158 .88078326 22.270838 0 1.7048677 0 3.2627809 1.7816672 186.3333333333333
2122 Bay Path College Springfield MA 84100 35800 5.9767346 .015798859 28.516678 .038565241 1.7043661 .0023049421 3.1731753 5.5465674 76
11046 Central Ohio Technical College Columbus OH 62200 30500 11.529409 .078236617 14.777495 .028172564 1.7037578 .00324813 5.9370646 1.6749845 337.3333333333333
9748 Carrington College California Sacramento CA 47900 25000 24.452606 .35564658 6.9643297 .01571333 1.70296 .0038423187 -7.7533216 -9.833849 434.5
1164 Chapman University Los Angeles CA 109600 47900 5.3395605 5.2809215 31.884399 2.9959064 1.7024868 .15996823 -1.6765418 -6.2696962 603
3681 Westminster College of Salt Lake City, UT Salt Lake City UT 95400 41500 5.4876299 3.4053705 31.020376 2.580862 1.7022834 .14162815 -2.3324234 -7.4288712 262
5309 Lake Area Technical Institute Watertown SD 56500 35800 13.263247 .14114165 12.833941 .63836008 1.7021974 .08466728 -7.0061946 -18.089888 360.3333333333333
3320 East Stroudsburg University Of Pennsylvania Scranton PA 85700 43000 6.7312331 .54846394 25.283506 .066490084 1.7018918 .0044756024 -1.3994282 -4.2258539 958.6666666666666
3275 Holy Family University Philadelphia PA 83200 46400 6.223289 .030723142 27.310541 .092467681 1.6996139 .0057545309 3.2037978 2.1273317 244
2868 Hudson Valley Community College Albany NY 74200 35300 10.901017 .4091624 15.582024 .0050671762 1.698599 .00055237376 .73214948 -.088310219 1994.666666666667
30314 International Academy Of Design And Technology of Orlando, FL Orlando FL 50400 24100 22.000612 .60236168 7.7186084 .12640963 1.6981412 .027810892 2.0379839 4.2799888 656.3333333333334
2260 Ferris State University Big Rapids MI 82500 42400 9.1469402 .64962083 18.554924 .19953549 1.6972079 .018251393 -.79671198 -2.465271 1717.333333333333
7819 Art Institute Of Portland Portland OR 78400 25200 8.9580698 1.4459276 18.936598 0 1.6963538 0 5.2691207 7.2919102 135.3333333333333
2117 Anna Maria College Boston MA 90400 40700 5.0080614 1.1772707 33.853336 0 1.6953959 0 3.8445156 5.3268628 122
1739 Northwestern University Chicago IL 168500 72600 3.0700424 14.244716 55.186344 7.9306884 1.6942441 .2434755 .025295248 -1.677125 1782
2560 Western Nebraska Community College Scottsbluff NE 56400 28000 15.650648 .15697584 10.824676 .013403719 1.6941319 .0020977689 -2.4293664 -5.3955259 353.1666666666667
9841 University Of North Florida Jacksonville FL 88900 42400 6.2247405 .98033136 27.209076 .011256502 1.6936944 .00070068805 -.48097241 -3.4651167 1470.666666666667
2997 North Dakota State University - Main Campus - Fargo Fargo ND 81900 50600 5.1573491 .65052009 32.840191 1.5415492 1.6936833 .079503074 -2.3397982 -8.9438248 1743
7283 Central Arizona College Phoenix AZ 53400 27200 19.480759 .25590706 8.6911087 .0057670409 1.6930938 .0011234634 -2.4263148 -3.6762576 547
30032 Everest Institute of Miami, FL Miami FL 27700 19200 43.360264 .16908701 3.8990378 .0089110062 1.6906331 .0038638355 -5.9448524 -2.7545879 206
30998 Illinois School Of Health Careers Chicago IL 32200 16700 32.546597 .0505221 5.1881213 .0099665364 1.6885568 .0032437681 1.4679052 6.3789024 94
1528 St. Petersburg College Tampa FL 60900 29600 15.208188 .79083985 11.098428 0 1.6878697 0 -.30504546 -.018424371 2407
1769 South Suburban College Of Cook County Chicago IL 57900 25800 17.7374 .069077 9.5073252 .0063444087 1.6863523 .0011253331 6.6635408 11.968777 1007
8038 Middlesex Community College of Middletown, CT Bridgeport CT 82900 30000 8.8269901 .5501644 19.09024 0 1.6850938 0 3.5381262 2.7376938 300
5304 Chippewa Valley Technical College Eau Claire WI 66900 32400 10.428529 .4347325 16.151234 0 1.6843359 0 .56396669 -2.0666213 991.3333333333334
23301 Pioneer Pacific College Portland OR 52200 23300 18.117073 .16263439 9.2926922 .04740718 1.6835637 .0085887937 -.84527099 -5.6040344 191.6666666666667
1572 Georgia Southern University Statesboro GA 88100 40500 8.6741524 .91389728 19.402908 .28485203 1.6830379 .0247085 -2.6829672 -5.1919527 2591.666666666667
63 University Of South Carolina System Columbia SC 85400 39600 9.3693409 1.1948984 17.960169 .47970214 1.6827494 .044944927 -2.2821167 -4.5207062 4538.666666666667
3411 Salve Regina University Providence RI 117500 49700 3.8571522 4.5963397 43.560066 .14662898 1.680178 .0056557027 -.28129095 -2.3065729 392
1748 Rockford University Rockford IL 83500 43400 5.8328748 1.456089 28.733143 0 1.6759683 0 -4.0164604 -1.3684694 90
9942 Shawnee State University Scioto OH 61800 35300 15.181823 .19565317 11.018017 .025194161 1.6727358 .003824933 2.3227389 2.6781385 664.5
12105 National Park Community College Hot Springs AR 48900 21700 22.749025 .36929625 7.3455997 .43831155 1.6710523 .099711612 3.1089091 3.6651094 323.3333333333333
7266 Pima County Community College Tucson AZ 61400 28100 15.839279 .4749985 10.54563 .20646206 1.6703516 .0327021 -1.4682258 -2.1581314 3201
1291 Simpson University Redding CA 72700 27800 6.4028382 1.1236422 26.075399 0 1.6695656 0 2.1384125 -2.8778632 161
3616 Southwestern Assemblies Of God University Dallas TX 70400 32400 11.681075 .80626076 14.241833 .049387932 1.6635991 .0057690414 -1.2105278 -10.465957 232
22843 Interactive College Of Technology Atlanta GA 32900 15700 38.550537 .0505221 4.3150878 .031706959 1.6634896 .012223203 -.088453993 -2.4351354 92
1501 Florida Gateway College Lake City FL 52900 27600 19.436831 .2393429 8.554019 .041263301 1.6626302 .0080202781 -3.3877616 -3.8484428 422.3333333333333
2270 Henry Ford Community College Detroit MI 76600 27800 15.893533 .19488326 10.45891 .29109612 1.6622903 .046265453 17.977402 26.767662 2052.333333333334
2729 Hartwick College Oneonta NY 94400 45900 5.7250562 2.9986455 29.021627 0 1.6615044 0 -.12997684 -5.5238118 324.6666666666667
3073 Marietta College Parkersburg OH 85300 46800 4.7963166 1.4386579 34.62553 .017132146 1.66075 .0008217119 1.2344741 -1.9050628 243
3815 Marshall University Huntington WV 76400 35400 9.4283552 .70618004 17.601807 .35224134 1.6595608 .033210564 .60897553 -.46347597 1955
3772 Centralia College Seattle WA 66300 29300 13.729217 .29981515 12.061685 0 1.6559747 0 .58171356 1.7275486 448.6666666666667
2092 St. John's College Baltimore MD 110900 34500 5.2211514 6.6591382 31.672625 .28660974 1.6536758 .014964328 1.7178267 -2.9685993 120.6666666666667
4788 Herkimer County Community College - SUNY Office Of Community Coll Syracuse NY 57400 29200 16.004509 .15812454 10.328577 .2910769 1.653038 .046585426 3.2346303 2.8476479 614.3333333333334
2440 University Of Mississippi Clarksdale MS 109100 43300 6.9760585 5.3949351 23.683475 1.4220937 1.6521732 .09920609 -.95894188 -1.1912183 2003.333333333333
3282 King's College of Wilkes-Barre, PA Scranton PA 89900 52400 4.3402076 1.2981336 38.02412 3.7581856 1.6503258 .16311306 1.6958218 -1.051398 368.6666666666667
2063 Community College Of Baltimore County Baltimore MD 71600 32700 11.790532 .51818252 13.984437 .23875241 1.6488396 .028150178 .94456327 4.0146813 2751.333333333334
1676 Elmhurst College Chicago IL 100200 48500 4.7116985 1.7193377 34.968952 .10371691 1.6476316 .0048868284 -1.759346 -3.8241434 345
3210 Oregon State University Eugene OR 100600 50000 5.0318747 1.8146574 32.703476 1.5881617 1.6455978 .079914302 -.29231226 -1.7094924 2520.666666666667
1847 Buena Vista University Storm Lake IA 69800 45900 5.8302684 .71187371 28.200077 1.8770857 1.6441402 .10943913 -.48533493 -7.8709655 317.1666666666667
1707 Lewis University Chicago IL 93700 49300 5.7522955 .69187528 28.507059 .029665066 1.6398102 .0017064222 .90175968 .33704633 396.3333333333333
1247 Napa Valley College San Francisco CA 75000 33700 9.9417667 .33877575 16.492439 .057166804 1.63964 .0056833904 .036188856 -2.3525958 837
216 Oklahoma State University - Oklahoma City Oklahoma City OK 64600 30900 14.062416 .12353421 11.650084 0 1.6382834 0 .32585895 3.8199668 517.3333333333334
2975 University Of North Carolina - Charlotte Charlotte NC 92300 42700 6.5462718 1.2450166 25.022474 .47997534 1.638039 .031420488 .2871533 .88503361 2126
64 West Virginia University, West Virginia University Institute Of Technology, West Virginia University - Parkersburg, And Potomac State College Morgantown WV 86700 42700 7.6165147 1.2364236 21.485952 .90206444 1.6364807 .068705872 -.87258452 -3.3606153 4418.666666666667
2282 Madonna University Detroit MI 100700 41400 6.6028447 .59299409 24.779823 .0090160118 1.6361732 .00059531321 -3.2542415 -3.6249406 207
5618 Savannah Technical College Savannah GA 45500 23700 27.108843 .60718477 6.0353436 .022836562 1.6361117 .0061907275 -5.4651089 -5.489604 474.5
3626 Tarrant County College District Fort Worth TX 75400 32900 10.46481 .60235184 15.633657 .45023417 1.6360326 .047116153 4.2239432 7.7553539 5624
7531 Academy Of Art University San Francisco CA 92300 27400 9.3524237 3.56812 17.490002 1.4551296 1.635739 .13608989 2.8896575 7.7147851 495.6666666666667
3480 Bethel University of McKenzie, TN Dickson TN 54700 34500 19.760933 .64282161 8.2739305 .027163295 1.6350058 .0053677205 .68418473 -.97279215 113
1737 Northern Illinois University Rockford IL 97700 48000 5.3890185 .70372933 30.3344 .61029243 1.6347265 .03288877 3.4014981 4.5918441 3034.666666666667
1800 Grace College And Theological Seminary Wayne IN 73100 30800 6.7531691 .2054116 24.167542 .20896055 1.6320751 .014111459 .11498622 -5.9851279 224.3333333333333
3252 Delaware Valley College Of Science & Agriculture Philadelphia PA 90700 45100 6.2112503 1.2179646 26.223236 .0025071446 1.6287909 .00015572502 -2.9194613 -5.2030215 316
8083 Haywood Community College Asheville NC 53700 23300 19.552155 .3706575 8.3304138 0 1.6287754 0 -2.0140734 -2.8714998 211
4513 Housatonic Community College Bridgeport CT 62300 29000 16.157106 .33225113 10.076512 0 1.628073 0 1.0622313 .43353596 608.3333333333334
3244 Chatham University Pittsburgh PA 71200 31800 10.032528 .73083538 16.221189 .0432221 1.6273953 .0043362691 -2.2671773 -9.9607458 125
3284 Lafayette College Allentown PA 156700 75300 2.7788992 9.9882174 58.545597 5.1081195 1.6269231 .1419495 -.72642022 -1.3778762 488
2841 SUNY College At Brockport Buffalo NY 86800 43500 5.8268657 .27359813 27.918158 .025927499 1.6267536 .0015107606 .10856253 -1.3613584 1000
2107 Stevenson University Baltimore MD 99000 55200 4.2376637 .80274224 38.386387 .026600188 1.626686 .0011272265 1.3095237 2.3095548 400
1149 Humboldt State University Eureka CA 96000 35500 8.8256044 1.5193948 18.423893 .55234438 1.62602 .048747733 1.4426574 1.3167497 736.6666666666666
22202 California Culinary Academy San Francisco CA 66000 27900 12.081306 2.036026 13.457558 0 1.6258488 0 2.9895165 3.635097 154
2499 Rockhurst University Kansas City MO 107300 48400 4.24406 2.2915881 38.294907 .10810613 1.6252588 .004588089 -.4378106 -5.8487816 250
2327 University Of Michigan - Flint Detroit MI 94500 38700 6.2428751 .97015446 26.016012 .93022138 1.6241471 .058072556 5.6892505 10.244706 567.3333333333334
1521 Southeastern University Lakeland FL 67000 33400 11.53024 .48097587 14.077631 0 1.6231846 0 -4.6964092 -11.586 288.3333333333333
2479 Lincoln University of Jefferson City, MO Columbia MO 57000 31300 16.793674 .15193257 9.6651764 0 1.6231382 0 4.347394 7.8576274 529
7730 Burlington County College - Pemberton Campus Philadelphia NJ 83200 33500 7.8882174 .51057118 20.560368 .03960849 1.6218464 .0031244035 -.44136304 -2.961103 1291.833333333333
31060 Missouri State University - West Plains West Plains MO 43100 28200 26.741659 .064489312 6.0640683 .02219717 1.6216325 .0059358915 -3.1362624 -7.9989686 228.5
34283 Klamath Community College Klamath Falls OR 53600 18200 27.762054 .12853979 5.8359289 .023133976 1.6201738 .0064224675 -2.4978693 1.0092738 128
3395 Pennsylvania College Of Technology Williamsport PA 73400 40800 8.4000359 .39549261 19.285921 0 1.6200242 0 -1.2482047 -2.0697892 1394.333333333333
1051 University Of Alabama Tuscaloosa AL 106100 44300 6.4959636 3.2817471 24.877769 .88727903 1.6160508 .057637326 -2.958034 -5.8846774 2843.666666666667
2871 Mohawk Valley Community College - SUNY Office Of Community Colleg Syracuse NY 58300 28700 16.150478 .21733873 10.005264 0 1.6158979 0 3.1405263 5.4567618 1117
72 University Of South Dakota, South Dakota State Universities And South Dakota School Of Mines And Technology Brookings SD 71600 39600 7.4326754 .39132312 21.739958 1.2468216 1.6158605 .092672206 -2.5835903 -9.6207409 4322
3770 Big Bend Community College Moses Lake WA 64400 31700 13.131535 .19413744 12.303696 0 1.6156641 0 5.9618354 8.0239601 359
1900 William Penn University Ottumwa IA 64400 38300 9.7167206 .43535471 16.609699 .0017428673 1.6139179 .00016934953 9.1586018 5.3101006 143.1666666666667
1246 Mt. San Jacinto College Los Angeles CA 71000 25100 12.712028 .29425389 12.694518 .15693273 1.6137305 .01994933 -.28821939 .31823209 1448
1895 Waldorf College Mason City IA 70300 39300 10.320208 .68459046 15.62348 .039184473 1.6123755 .004043919 3.3334486 3.4816165 117
3219 Southern Oregon University Medford OR 84400 34400 7.7891054 1.1387998 20.681213 .60162175 1.6108814 .046860952 1.1509173 1.6691072 676
3965 Bay State College Boston MA 55000 25300 20.492889 .19497113 7.8499851 .020191979 1.6086887 .0041379198 -3.98493 -4.0687485 150
4600 Northwest Iowa Community College Sioux Center IA 62900 38900 7.1676426 .11774506 22.442808 .010638526 1.6086202 .00076253153 -3.1545327 -7.849051 244.3333333333333
3032 Cleveland State University Cleveland OH 72700 37000 10.86647 .60716277 14.791094 .55766869 1.6072698 .060598902 2.9146948 1.9274194 1124.666666666667
3711 Ferrum College Roanoke VA 71100 37000 11.282829 1.1261963 14.24159 .015151007 1.6068542 .0017094623 1.754416 6.7922616 213.6666666666667
2876 Orange County Community College Poughkeepsie NY 80200 33700 9.4203339 .14541766 17.051229 .0086118439 1.6062828 .00081126444 1.2610459 1.1524025 1110
21830 Orleans Technical Institute Philadelphia PA 41000 18100 25.281816 .85425389 6.3501148 .053967267 1.6054245 .013643906 -5.3940272 -4.2620354 78.5
3999 Cleveland State Community College Cleveland TN 64700 27000 13.267526 .042375453 12.08764 .060132671 1.6037308 .0079781171 6.2682152 4.8178205 445.6666666666667
3604 Rice University Houston TX 149200 76700 3.2903128 7.1944342 48.73172 8.0114975 1.603426 .26360333 1.5394958 1.7744087 632
3402 Bryant University Providence RI 116900 73300 2.9851425 3.1231222 53.712643 6.547965 1.6033988 .19546607 .56835741 .14046006 619.5
11074 Bainbridge State College Bainbridge GA 35300 21900 32.756332 0 4.8934994 .00042495257 1.6029309 .00013919888 4.2816443 8.6581631 277.6666666666667
2128 Boston College Boston MA 168400 71800 2.8515625 13.808219 56.210754 7.0597281 1.6028848 .20131257 .18973736 -1.2555894 2147.333333333334
2920 Duke University Raleigh NC 196000 87500 3.1803749 19.215614 50.391167 13.37084 1.6026281 .42524287 .42037848 -.54027158 1500
2542 Creighton University Omaha NE 119200 57200 2.9984152 5.4313846 53.443874 3.2681818 1.6024692 .097993672 -.79990828 -4.0969381 728
1727 Moody Bible Institute Chicago IL 78900 27400 7.7346454 .30353957 20.708139 .016288575 1.601701 .0012598635 -3.8816497 -7.2728753 355.6666666666667
1475 Daytona State College Deltona FL 52400 24400 20.341427 .45290062 7.8678384 .080041446 1.6004307 .016281573 -2.7092507 -2.7314019 1856.333333333333
65 West Virginia Community And Technical College System Morgantown WV 64200 33900 13.474824 .24485372 11.871827 0 1.5997078 0 -.15931363 -.8957423 1071
39803 California State University Channel Islands Los Angeles CA 96300 47300 5.0687542 2.196739 31.521225 .10566726 1.5977334 .0053560142 -2.3323505 -2.5877657 50
3039 Columbus College Of Art & Design Columbus OH 81800 32500 6.2556891 .68681389 25.537231 .036257587 1.5975299 .0022681619 4.8077168 2.3907447 245.5
2067 Washington Adventist University Washington DC MD 74900 36200 8.4367943 .072472945 18.934177 3.4159918 1.5974376 .28820023 3.6034794 6.5723009 125.3333333333333
8613 Roanoke Chowan Community College Roanoke Rapids NC 29400 20500 43.463161 .017934123 3.675302 0 1.5974025 0 -9.6148882 -4.3746428 151.6666666666667
5001 Edmonds Community College Seattle WA 84300 34400 8.4483299 .6247834 18.885071 .33860773 1.5954733 .0286067 2.0129247 3.0962214 1084
41519 Columbia Gorge Community College The Dalles OR 59100 33000 14.293604 .30437729 11.151636 .055136025 1.5939707 .0078809252 -5.8753724 -12.200507 88
9763 Tulsa Community College Tulsa OK 69800 30000 12.698648 .51479065 12.528336 .25238377 1.5909294 .032049328 .57908195 .79643261 2224.333333333334
2109 McDaniel College Baltimore MD 108100 52100 3.8575313 2.1952834 41.236835 4.7196569 1.5907239 .18206225 .45476061 -.23221125 357.6666666666667
9941 Belmont College Wheeling OH 53000 26800 18.119841 .055610627 8.7699795 .013853036 1.5891062 .0025101481 .66108948 -6.9574938 289
1040 Southern Union State Community College LaGrange AL 66800 29300 16.430082 .9173004 9.6672935 .040340237 1.5883443 .0066279345 .94060439 7.1128311 880
3414 University Of Rhode Island Providence RI 105900 53400 4.6992502 1.7448971 33.799889 0 1.5883412 0 .081380814 -1.9083652 1954
3178 Seminole State College Oklahoma City OK 49600 27400 21.860142 .095357478 7.25845 .72591823 1.5867075 .15868676 -6.5473924 -4.566432 282.5
9236 Nashua Community College Manchester NH 81500 33500 7.7254744 .55876201 20.493607 .10301992 1.5832282 .0079587782 .28972402 -2.193738 304
1980 University Of Pikeville Pikeville KY 57400 32000 20.491991 .55227762 7.7243114 .063608631 1.5828652 .013034676 -2.7131824 -7.6499605 173.6666666666667
8612 Robeson Community College Fayetteville NC 32500 18700 34.441162 .027652545 4.5949273 .0080606835 1.5825464 .002776193 -.73482651 2.5273349 254
1379 Connecticut College Bridgeport CT 170500 55500 3.1054907 13.932349 50.867634 5.1587958 1.5796896 .16020593 .34254849 -1.217073 413.6666666666667
8903 College Of The Canyons Los Angeles CA 88200 32500 9.308095 .77206165 16.967331 .5941205 1.5793353 .055301305 -.62946242 .3864001 1868.666666666667
3712 Tidewater Community College Virginia Beach VA 65500 28900 14.849774 .2854445 10.633044 .068450123 1.5789831 .010164688 -1.3496684 -1.5033197 3159
1363 Regis University Denver CO 121400 47600 3.8272104 8.5077429 41.248951 .029172638 1.5786841 .0011164983 .73399776 2.3776238 274.3333333333333
3089 Ohio Northern University Findlay OH 91300 63200 3.0293937 .4204343 52.099304 5.635673 1.5782932 .17072673 .97888142 -2.3789506 629
35 Arizona State And Northern Arizona University And University Of Arizona Phoenix AZ 110700 46300 4.9298477 4.0208273 32.00898 1.2856299 1.5779939 .063379593 .73900187 1.0541096 12056
6865 Camden County College Philadelphia NJ 74000 30500 12.293932 .3310551 12.835206 .24856304 1.5779516 .030558169 -.053575777 1.6269317 2197.666666666667
1385 Fairfield University Bridgeport CT 151500 69900 2.4959581 8.294425 63.194359 8.2432213 1.5773047 .20574734 1.3766249 2.0693421 863
1562 Georgia Perimeter College Atlanta GA 68800 28500 13.379997 .78577513 11.757546 .29404035 1.5731593 .03934259 8.1988134 14.912481 2563
5511 Okefenokee Technical College Waycross GA 35300 16400 36.769367 .0505221 4.2760415 .016138148 1.5722733 .0059338943 -1.6874294 -2.0702491 169
3005 University Of North Dakota Grand Forks ND 90000 49400 4.5188227 .93605071 34.775791 .82573789 1.5714563 .037313633 -2.1247754 -6.892396 1769.666666666667
2955 Pfeiffer University Charlotte NC 83600 40200 8.7940168 .58442664 17.851658 .15055768 1.569878 .013240069 -.78484416 -7.4539542 129.5
3315 Bloomsburg University Of Pennsylvania Scranton PA 89800 45700 5.6313 .38807201 27.874506 .43355274 1.569697 .024414657 .15757494 -2.0128238 1487
2748 Le Moyne College Syracuse NY 89100 49400 5.5178146 .46121165 28.444174 .14464025 1.5694969 .0079809809 .14975441 -3.8283019 506.5
3687 Green Mountain College Burlington VT 93200 31200 8.5614157 2.1846452 18.326477 .23428693 1.5690058 .020058276 -.65536374 2.3714244 155.6666666666667
1091 Arkansas State University - Beebe Searcy AR 63100 29500 13.748596 .25216952 11.365198 .3781302 1.5625553 .051987596 3.6779709 2.1997311 644.6666666666666
1854 Coe College Cedar Rapids IA 90600 48500 4.0683455 1.5752088 38.39827 3.4303088 1.5621743 .13955681 -2.0217202 -8.5423012 259
2016 Loyola University New Orleans New Orleans LA 113800 42800 5.4181023 5.1247225 28.830633 2.7762494 1.5620732 .15042002 4.0958314 5.7619743 677
2530 Montana State University - Billings Billings MT 66000 31500 11.296272 .35141221 13.825029 .33501512 1.561713 .037844218 -4.2439785 -9.0804739 744.6666666666666
3549 Blinn College Houston TX 83400 37100 10.325624 1.0502894 15.124557 .57426429 1.5617049 .05929637 -.41634688 -.70993674 2875
7986 Halifax Community College Roanoke Rapids NC 29900 18900 38.912918 .046232514 4.0131855 0 1.5616477 0 -9.0427923 -3.1453218 238
2460 Culver-Stockton College Quincy MO 78600 38900 7.40482 .43597239 21.080763 .44209269 1.5609925 .032736167 1.6630696 2.7999372 173
22540 New England Culinary Institute Claremont VT 91600 33100 10.379833 2.5063341 15.03817 .57391781 1.5609369 .059571709 -2.4702749 .12356728 89
2864 Dutchess Community College Poughkeepsie NY 82900 31900 9.1885271 .15587729 16.987471 0 1.5608984 0 -.51677901 -1.6419848 1283
1484 Florida State College At Jacksonville Jacksonville FL 66600 30100 13.90433 .39894342 11.22481 .070289962 1.5607346 .0097733485 -1.4070818 -.63928694 3479.666666666667
3801 Wenatchee Valley College Wenatchee WA 61200 29400 13.642414 .14023203 11.426025 .041203715 1.5587857 .0056211813 1.6135311 1.9407275 516.6666666666666
201 Chabot-Las Positas Community College District San Francisco CA 84000 35200 9.2919216 .639301 16.760674 .037799943 1.5573887 .0035123413 8.8402462 13.224305 2381.666666666667
3384 University Of Scranton Scranton PA 120200 60000 3.207145 2.9284189 48.48238 2.268342 1.5549002 .072749011 -.38178289 -2.1628573 850.3333333333334
9420 Sanford-Brown College of McLean, VA Washington DC VA 49700 24200 23.964211 .27133611 6.483572 .052253943 1.5537369 .012522245 -2.4371963 1.3610574 147.8333333333333
7669 Southwest Wisconsin Technical College Monroe WI 57700 28700 17.08684 .18652807 9.0835619 .018140107 1.5520936 .003099571 -6.414587 -14.377734 392
3644 Texas Tech University Lubbock TX 110300 48800 4.5976319 2.4215157 33.735153 2.8467019 1.5510181 .13088086 -.36009386 -.75228572 4093.333333333334
2174 Northern Essex Community College Boston MA 70700 31300 14.272831 .36006388 10.864457 .0085794637 1.5506657 .0012245324 4.3891048 6.732522 694.3333333333334
4845 Wilson Community College Wilson NC 48000 24900 25.769711 0 6.0122099 0 1.549329 0 -1.6186801 7.4589744 263.6666666666667
3791 Shoreline Community College Seattle WA 84200 33100 7.8433299 .55567586 19.751665 .85737294 1.5491883 .067246586 .97529876 -.14466779 1041
2808 Daemen College Buffalo NY 77600 41900 10.852973 .39528888 14.272386 2.3021193 1.5489782 .24984838 -.8619256 -6.1256452 250.6666666666667
3401 Brown University Providence RI 197000 66900 2.9180808 18.865089 53.072048 6.9443302 1.5486852 .20264117 2.25337 3.374923 1314.666666666667
20771 Milwaukee Institute Of Art & Design Milwaukee WI 89200 32200 4.1138864 1.9608266 37.643314 0 1.5486031 0 2.4517431 -.4703896 129.6666666666667
1987 Transylvania University Lexington-Fayette KY 98300 45200 4.87327 4.6891437 31.757793 2.8297112 1.5476429 .13789946 -1.4711916 -2.639255 260
3884 Ripon College Oshkosh WI 92100 45600 4.1544652 1.5394205 37.249184 .60478038 1.5475043 .02512539 .70750743 -2.553241 215.3333333333333
1558 College Of Coastal Georgia Brunswick GA 64400 27200 17.309458 .17566894 8.9343662 .0024412822 1.5464904 .00042257275 -1.228231 1.4019272 409.6666666666667
1623 North Idaho College Spokane ID 59600 26700 14.090839 .42410138 10.971869 .33217791 1.5460285 .046806652 -2.0779819 -5.6052427 828.3333333333334
7570 Helena College University Of Montana Helena MT 57900 30900 12.447993 .31990668 12.419806 .10044933 1.5460166 .012503927 -.24973613 -10.893574 157
1930 Labette Community College Bartlesville KS 57700 30200 11.66567 .098583162 13.248139 .0072547751 1.5454843 .0008463182 6.4215279 3.4541495 165.5
8976 Clayton State University Atlanta GA 77600 35000 9.8921986 .22733837 15.617856 .57613534 1.5449493 .056992449 7.2451167 17.482853 581
2080 Maryland Institute College Of Art Baltimore MD 117100 31300 5.4411573 2.621454 28.390446 .11891168 1.5447689 .0064701717 -.12383252 -1.4598378 173
7764 Southeast Technical Institute Sioux Falls SD 68900 40200 7.6347837 .31307727 20.223158 .19119179 1.5439943 .01459708 -.21841842 -6.8438621 579
2523 Westminster College of Fulton, MO Columbia MO 96600 47300 3.3177302 3.5456207 46.46397 .46613887 1.5415492 .01546523 1.8767225 -.41942447 159
3465 Mount Marty College Yankton SD 67100 35000 8.2088547 .0505221 18.768934 4.5514703 1.5407146 .37362358 -2.4735553 -15.19987 137
3357 Point Park University Pittsburgh PA 79200 32800 8.7637434 .82167983 17.573057 0 1.5400577 0 -3.7754595 -7.5556083 314
3558 North Central Texas College Dallas TX 79800 32500 10.914198 .59309632 14.102403 0 1.5391641 0 -1.4011611 -2.3371968 979
4920 Trident Technical College Charleston SC 63500 27200 16.77578 .50227541 9.1699066 .011822429 1.5383233 .0019833045 -.58160526 3.2236602 1909
21 University Of Alaska System Anchorage AK 85000 35300 8.0150042 .41280213 19.167326 .36864889 1.5362619 .029547222 .39049658 -2.0268579 3342.666666666667
3408 Community College Of Rhode Island Providence RI 64600 28600 15.742569 .40597892 9.7449255 .12689281 1.5341016 .019976187 2.313782 2.8846107 3182
1239 Miracosta College San Diego CA 71200 26500 13.382569 1.3649485 11.450441 .48921314 1.5323632 .06546928 -5.3263564 -10.379117 1413.333333333333
2671 Bard College Poughkeepsie NY 117900 30900 6.4892879 7.5858154 23.605846 0 1.5318513 0 -2.0910552 -6.4765439 280
1926 Pittsburg State University Joplin KS 75300 40900 6.6530652 .41042933 22.991796 .56535107 1.5296592 .037613176 .24044381 -2.5329909 1057
8597 Feather River College Portola CA 66000 23400 17.68251 .85359961 8.6481285 .95419616 1.5292063 .16872583 -.95784718 2.6871943 179
3481 Carson - Newman University Morristown TN 79100 36300 9.4424877 1.3305694 16.182943 0 1.5280726 0 -.17593309 -2.3881617 388
2237 Alpena Community College Alpena MI 60600 32500 15.903666 .22387351 9.6057673 .046377238 1.5276693 .0073756813 3.3668582 10.59343 298.5
7481 Sanford-Brown College of Boston, MA Boston MA 40400 23500 24.289312 .37425658 6.2879996 .0094899088 1.5273118 .0023050336 5.0888186 1.5188456 185.6666666666667
25132 Orange Technical Education Centers - Orlando Technical Orlando FL 46000 19200 24.62009 .076333046 6.1993213 .052739423 1.5262785 .012984494 -9.4148026 -21.351421 172.3333333333333
1626 University Of Idaho Pullman ID 86600 41300 6.420516 .72893757 23.754057 .98724246 1.5251331 .06338606 -1.7515345 -3.765538 1557.666666666667
1963 Eastern Kentucky University Richmond KY 69700 33800 14.080455 .38033953 10.801895 .12080123 1.5209559 .017009361 -2.8558016 -5.7936373 2071.666666666667
1117 Azusa Pacific University Los Angeles CA 103700 42100 4.9204984 3.1117189 30.893568 .096278884 1.5201175 .0047374009 -.16448489 -1.706869 647
3586 Lubbock Christian University Lubbock TX 71900 37900 10.603443 .27859202 14.297665 .031467222 1.5160447 .0033366091 -4.9825354 -11.184611 228.5
1523 Saint Johns River State College Deltona FL 67800 27600 13.697609 .32616168 11.060851 0 1.5150721 0 -1.851422 -2.6967325 749.6666666666666
2490 Missouri Western State University St. Joseph MO 68300 35100 10.289053 .38209242 14.718495 .31174511 1.5143937 .032075621 -.52435184 -1.476887 1011.666666666667
1880 Mount Mercy University Cedar Rapids IA 76500 43600 5.3291287 .6034686 28.413311 .22581902 1.5141819 .012034186 -1.5800152 -8.4646111 152.5
8849 Palm Beach Atlantic University Port St. Lucie FL 92200 36000 7.8621521 3.7590806 19.250614 .10614371 1.5135125 .0083451802 2.0726874 -.3214502 361
9160 Rappahannock Community College Newport News VA 59900 28800 17.203072 .042823832 8.7971344 0 1.5133774 0 -1.3371035 -2.36678 214.6666666666667
7893 Flagler College Jacksonville FL 100900 40300 4.7652149 1.87599 31.75666 .12498491 1.5132731 .0059557995 -.91284269 -2.3771231 408
1972 Lindsey Wilson College Campbellsville KY 49100 27500 21.113291 .35796267 7.162456 .59265745 1.5122303 .12512949 -2.0018981 -5.0525155 268.6666666666667
1725 Monmouth College Galesburg IL 88100 41500 5.2175865 .66407305 28.965288 0 1.511289 0 .48453367 1.9750307 258.6666666666667
1522 South Florida State College Lakeland FL 44400 26600 24.746866 .37949976 6.1016917 .52844393 1.5099775 .13077331 -2.7922683 -4.3166399 267.3333333333333
7304 Culinary Institute Of America Poughkeepsie NY 102800 41800 5.1736088 2.040061 29.177338 1.249947 1.5095212 .064667359 1.6349492 2.8569515 531
10362 College Of Southern Nevada Las Vegas NV 66800 28900 12.047299 .53005886 12.529078 .36127603 1.5094155 .043524005 -2.1503897 -3.6910646 3829
20522 Black River Technical College Jonesboro AR 41100 23600 25.216055 .19970532 5.9858632 .028771419 1.5093985 .0072550168 2.5263758 -2.355515 255
10364 Whatcom Community College Bellingham WA 78400 30900 9.2134428 .93217969 16.376242 .03402029 1.5088155 .0031344397 -.58077967 -2.9829488 762.3333333333334
2325 University Of Michigan - Ann Arbor Detroit MI 156100 68700 2.9959381 9.1540947 50.350071 5.7304883 1.5084569 .1716819 .30329967 -.20613256 5068.333333333333
2863 Corning Community College - SUNY Office Of Community Colleges Elmira NY 65200 30500 12.722815 .093994983 11.854537 0 1.5082307 0 4.8129821 4.624227 720.6666666666666
12015 Austin Community College Austin TX 77100 32100 10.691411 1.2661422 14.101166 .14522208 1.5076135 .01552629 1.9740846 3.7354226 4347.333333333333
3998 Chattanooga State Community College Chattanooga TN 61800 25600 15.991968 .26288322 9.4187775 .15219831 1.5062479 .024339506 2.3508925 4.6574545 1422.666666666667
3932 University Of Wyoming Laramie WY 90100 45700 4.9865427 .84642935 30.202293 .92614245 1.5060502 .046182487 -2.066973 -7.6597824 1407.333333333333
1867 Grand View University Des Moines IA 71800 38900 7.8206644 .61006296 19.24337 0 1.5049593 0 -2.1721129 -11.547247 163.6666666666667
3168 Rogers State University Tulsa OK 66500 31300 13.913014 .26315159 10.814601 0 1.504637 0 -4.4749994 -8.0124369 481.3333333333333
3709 Emory & Henry College Johnson City VA 84000 40700 7.185431 1.1192086 20.924412 .066394389 1.503509 .0047707227 2.6659203 3.5421491 226
8350 Art Institute Of Philadelphia Philadelphia PA 68000 27900 12.081274 .80526853 12.433701 0 1.5021493 0 3.735204 6.6070304 672
2903 Yeshiva University New York NY 180100 46400 3.1594985 12.664589 47.529106 4.8189411 1.5016813 .15225436 .60183221 .9629423 630.3333333333334
2459 Crowder College Joplin MO 51100 24600 18.316031 .30901691 8.1940022 .37819982 1.5008159 .069271199 1.929309 1.0811565 464
2788 Niagara University Buffalo NY 92300 46500 5.8389735 1.112553 25.686365 2.3090029 1.49982 .13482206 -.57602161 -2.70297 495
3407 Rhode Island College Providence RI 82700 41300 7.7854829 .43974495 19.257948 .38488209 1.4993242 .029964928 .75956607 1.3263112 918.6666666666666
3487 East Tennessee State University Johnson City TN 75600 33200 10.34819 .57079768 14.48271 .21905808 1.4986984 .022668548 1.6352903 3.0133357 1442.333333333333
23263 Fortis Institute of Palm Springs, FL Port St. Lucie FL 33200 21800 36.170395 .070025176 4.138238 .013535205 1.496817 .0048957369 -3.7159462 -.37993476 128
2003 Centenary College Of Louisiana Shreveport LA 100300 45400 5.4169898 2.8977058 27.604317 0 1.4953231 0 1.5805557 1.6779168 193.3333333333333
2190 Worcester State University Boston MA 87600 44800 6.1302004 .41132638 24.392248 0 1.4952939 0 -.97118634 -3.2726574 660.6666666666666
1540 Webber International University Lakeland FL 62400 42000 13.637572 1.8512809 10.962901 .036895361 1.4950737 .0050316318 -4.4975247 -3.0094502 90
2354 Hamline University Minneapolis MN 94300 47600 4.6895919 1.6249391 31.874393 .10632177 1.494779 .0049860566 2.2822385 -.0045276377 389.6666666666667
1504 State College Of Florida, Manatee-Sarasota Sarasota FL 62400 27700 13.158197 .97165155 11.358954 .37866765 1.4946337 .04982584 1.7292911 2.0134757 1407
7118 Parkland College Decatur IL 72500 30700 10.95141 .71224713 13.631656 .83146024 1.4928585 .091056615 2.9931512 4.5536442 1409
3615 Texas State University Austin TX 100900 44000 6.118176 1.2478079 24.389082 .5353322 1.4921669 .032752562 .47746956 1.8413597 3032.333333333334
3316 California University Of Pennsylvania Pittsburgh PA 73800 38500 9.0004377 .28126416 16.576563 0 1.4919633 0 -2.3724954 -4.6618133 934.3333333333334
3769 Bellevue College Seattle WA 97000 37700 6.4948902 2.0128324 22.94879 .59025097 1.4904987 .038336154 .94657338 1.734991 1853.666666666667
3564 East Texas Baptist University Longview TX 72500 35900 10.71303 .57659054 13.898809 2.2693391 1.4889835 .24311498 -2.7458863 -3.1047876 270.3333333333333
1016 University Of North Alabama Florence AL 80300 36000 8.7119646 .48658344 17.088572 .49020293 1.4887502 .042706307 2.998641 1.572226 806
4650 Chesapeake College Easton MD 65500 31000 15.893093 .29727897 9.3501682 .012181611 1.4860308 .0019360348 -2.3987653 -3.3838363 389.6666666666667
1541 Abraham Baldwin Agricultural College Valdosta GA 66000 32500 15.455516 .25202817 9.6129665 .64402276 1.4857335 .09953703 .80815226 7.1439357 679.3333333333334
3800 Washington State University Pullman WA 104200 50000 4.5168157 1.6684394 32.862625 1.1021082 1.4843442 .049780197 -.5278362 -2.539974 2624
10434 Renton Technical College Seattle WA 73000 30000 11.777587 .3305721 12.568191 .067822166 1.4802296 .007987815 -.56064159 -.46341959 266
21603 International Academy Of Design And Technology of Chicago, IL Chicago IL 51600 24900 21.306757 .57704395 6.9461355 .0035117408 1.4799962 .00074823818 8.7805662 14.325852 550.6666666666666
3166 Oklahoma City University Oklahoma City OK 101700 39600 7.0655866 1.5325353 20.916021 2.4227505 1.4778396 .17118153 -5.0187349 -5.7665105 214.5
2532 Montana State University Bozeman Bozeman MT 84500 40400 6.7110224 1.9138973 22.013926 .27940059 1.4773595 .018750636 -2.1741719 -7.0464826 1964
2668 Alfred University Olean NY 90800 44600 6.5330887 1.8995715 22.609419 .077608839 1.4770933 .0050702542 .5985176 -1.9794142 454.6666666666667
9507 Georgia Highlands College Rome GA 76000 29900 8.2583113 0 17.863466 0 1.4752207 0 2.2469068 3.5127051 516.3333333333334
1542 Agnes Scott College Atlanta GA 97200 38900 7.2003045 1.2381607 20.477133 .11705349 1.4744159 .0084282076 3.3477199 3.4266524 164
1510 Northwest Florida State College Pensacola FL 62200 29000 12.679707 .27057427 11.627254 .21020998 1.4743016 .026654009 -1.2804927 -4.9773836 1257.666666666667
1470 Eastern Florida State College Palm Bay FL 65300 25700 14.6599 .34295255 10.042323 .24887258 1.4721944 .036484472 -2.0789645 -1.6644679 1995.333333333333
3535 Vanderbilt University Nashville TN 197900 72800 2.4821994 21.908806 59.296082 12.975687 1.4718471 .32208243 .22712652 -.7123546 1458
6836 Motlow State Community College Tullahoma TN 64700 28000 13.190046 .18544483 11.149249 .34508759 1.4705911 .045517214 -.3353835 -2.5417936 732.6666666666666
2910 Belmont Abbey College Gastonia NC 97900 38100 4.9032426 1.9279256 29.988539 0 1.4704109 0 .30245841 -2.5484366 134.3333333333333
3671 Dixie State University St. George UT 76900 27900 8.8813763 .81159568 16.550627 .53178203 1.4699235 .047229566 -1.2155083 -2.8337491 1364.666666666667
9903 Vance - Granville Community College Henderson NC 43100 23800 24.921608 .0095723681 5.8924909 0 1.4685035 0 -.44816741 .088848799 531
3990 Florence - Darlington Technical College Florence SC 43900 23700 27.59634 .056175224 5.3210702 .0015296285 1.4684206 .00042212149 .093409985 6.1691828 776
1684 Greenville College Edwardsville IL 80000 33800 5.8752799 .50706792 24.956877 .14672463 1.4662864 .0086204829 2.7660913 .095277131 199
23621 Full Sail University Orlando FL 80400 28700 10.621342 1.8214229 13.799018 .39675251 1.4656409 .042140439 7.4244962 11.505979 822.6666666666666
8466 Southwestern Community College of Sylva, NC Sylva NC 49700 22900 20.136934 .01812382 7.2759757 0 1.4651585 0 -2.2954831 -4.6225047 273
1601 University Of West Georgia LaGrange GA 85400 37500 7.0339932 .6077745 20.821028 0 1.4645497 0 3.4755294 4.7668691 1547.333333333333
1106 Williams Baptist College Jonesboro AR 53800 30500 14.137162 .067464992 10.357449 .02460932 1.4642493 .0034790596 -.55913675 -12.658051 106.6666666666667
1964 Georgetown College Lexington-Fayette KY 93600 44900 5.1683106 1.3773615 28.311861 2.0986426 1.4632449 .10846437 1.9154691 2.4617851 292
3594 University Of North Texas Dallas TX 98700 42000 6.411983 1.0736331 22.800844 .34467959 1.4619863 .022100797 .22399645 .69670391 3108.333333333334
3745 University Of Virginia Charlottesville VA 151000 71200 2.8213162 7.3188758 51.817711 3.6124024 1.4619415 .1019173 .13170026 -.25059426 2935
3238 Bucknell University Sunbury PA 149800 71800 2.6475985 11.221072 55.149799 6.1517787 1.4601452 .1628744 -.67118347 -3.7192826 824
3469 University Of Sioux Falls Sioux Falls SD 78600 42600 6.9819293 .82839459 20.873478 .087752916 1.4573715 .0061268467 -5.9877653 -16.879936 192.5
7265 Carl Sandburg College Galesburg IL 59300 26300 13.433078 .16480128 10.848883 0 1.4573389 0 6.4950032 2.0249805 373.5
9936 Middlesex Community College of Bedford, MA Boston MA 82500 34100 8.8503208 .84461886 16.462889 0 1.4570185 0 4.7636571 6.3112588 1303.333333333333
1406 Southern Connecticut State University Bridgeport CT 91300 43400 5.6201901 .48673344 25.921467 .10906768 1.4568357 .0061298111 -.84630156 -2.9150567 1452
1378 Central Connecticut State University Bridgeport CT 93300 46600 5.0610361 .47099143 28.771574 1.3180386 1.4561397 .066706412 -1.0758761 -4.3855915 1433.666666666667
1868 Grinnell College Marshalltown IA 126400 47300 3.5332448 4.0381646 41.188454 9.3827505 1.4552889 .33151555 1.075369 1.6482462 311
8082 Cleveland Community College Gastonia NC 49600 23700 20.315418 .067474686 7.1560712 0 1.4537858 0 5.9218173 9.7734528 251.6666666666667
2544 Doane College Lincoln NE 76600 45100 5.8835039 1.1448151 24.703394 4.2282114 1.453425 .24876697 .32994032 -6.9732652 263.3333333333333
3206 Multnomah University Portland OR 80500 24700 6.472291 1.3957002 22.438168 0 1.4522635 0 -1.7385347 -8.2289228 120
3294 Manor College Philadelphia PA 78400 33700 7.4415245 1.0420078 19.506876 4.6100965 1.4516089 .34306145 5.5495849 6.9653563 85.5
22788 Southwest Florida College Cape Coral FL 40900 18900 27.874916 .11262351 5.2062254 0 1.451231 0 -5.2112761 -13.683382 350.5
1013 Calhoun Community College Huntsville AL 72600 26100 12.812673 .37400323 11.319712 0 1.4503576 0 2.1738122 4.1876683 1604.333333333333
6982 Naugatuck Valley Community College Bridgeport CT 75300 33800 10.276013 .33644989 14.111607 .033914417 1.4501106 .0034850503 1.9420687 2.4561608 717.3333333333334
3162 Northern Oklahoma College Tulsa OK 63000 29800 14.239504 .23161513 10.170019 0 1.4481602 0 -1.1400304 -3.8816724 587.3333333333334
3992 Piedmont Technical College Greenville SC 45200 24800 23.416258 .084840469 6.1836085 0 1.4479698 0 .63843101 3.6177435 639.3333333333334
1392 Manchester Community College of Manchester, CT Bridgeport CT 81700 35200 9.2783766 .1421566 15.597521 .63182586 1.4471967 .058623184 1.9742893 .40898818 962.3333333333334
2951 North Carolina Wesleyan College Wilson NC 63100 34100 14.657028 .95071095 9.8722 0 1.4469711 0 5.7606344 12.114308 178.3333333333333
8404 Brookdale Community College Toms River NJ 93200 33800 8.6514521 1.0508318 16.719204 .18378815 1.4464538 .015900344 .33628935 .099396169 2154
209 Phoenix Metro Community Colleges Phoenix AZ 75300 31700 10.633958 .86778468 13.601978 .29650101 1.4464287 .031529792 2.0466506 2.8738596 13666.66666666667
1969 Kentucky Wesleyan College Owensboro KY 82500 38800 8.7404709 .48166868 16.538443 0 1.4455378 0 2.6104097 7.0876894 147
9226 Francis Marion University Florence SC 68500 34100 14.397457 .53689688 10.033164 .45248359 1.4445205 .065146133 2.7527132 12.272725 523.3333333333334
3492 Freed Hardeman University Jackson TN 77500 34500 6.5569625 .63368577 22.027744 3.32955 1.444351 .21831736 1.0133232 -2.7916095 306.6666666666667
2177 Massasoit Community College Boston MA 78300 31500 10.512459 .35620853 13.729363 .0053234091 1.4432938 .0005596212 2.5393951 3.4883521 1388.666666666667
1893 Upper Iowa University Waterloo IA 62000 36900 14.861902 .0063086734 9.7103539 0 1.4431432 0 -1.133962 -2.6302385 188.3333333333333
4742 Central New Mexico Community College Albuquerque NM 54500 23300 19.610479 .27328843 7.3481836 .037907764 1.4410141 .0074338946 -2.5400465 -3.3453736 3481.666666666667
2580 Southern New Hampshire University Manchester NH 85800 42700 5.5832682 1.2413564 25.801897 .0058776136 1.4405891 .00032816292 2.3121307 -1.1547419 507
3266 Gannon University Erie PA 83300 49000 6.8104057 .50126135 21.148836 2.8851085 1.4403216 .19648759 .85086453 -1.1124507 493.6666666666667
2170 Holyoke Community College Springfield MA 71500 30500 13.12342 .34017703 10.973812 .24651964 1.4401394 .032351807 6.3444614 8.9966841 1052.5
8543 Atlanta Technical College Atlanta GA 32000 18000 35.970024 .059078559 4.0012307 .021766521 1.4392437 .0078294221 -1.5207584 .065901674 311
5601 Albany Technical College Albany GA 29200 15800 44.530651 .059043102 3.2280397 .23996238 1.4374671 .10685681 -8.6926308 -8.2377319 312.5
8855 Edgecombe Community College Wilson NC 32500 20800 34.405361 .0045075105 4.1779871 .0051271878 1.4374515 .0017640274 -.2529909 5.5961232 255.6666666666667
3537 Abilene Christian University Abilene TX 101000 40100 5.2441354 2.3049099 27.390284 3.8079586 1.4363836 .19969451 -1.5126641 -5.1027341 838.6666666666666
3632 Texas A&M University College Station TX 119400 59400 3.2128136 2.9282956 44.659302 4.2118268 1.4348202 .13531815 .97044706 .77121663 7121
3985 Oral Roberts University Tulsa OK 76600 32700 9.452364 1.0578524 15.178795 0 1.434755 0 -.85453838 -6.1178417 615.6666666666666
3963 American Institute Of Business Des Moines IA 66000 38700 8.1016321 .31229594 17.707079 .079989552 1.4345623 .0064804591 .48479563 -5.9961448 257
1977 Murray State University Murray KY 79800 36100 8.4188643 .77736145 17.036343 0 1.4342664 0 -.8353411 -1.7016259 1304
3810 Concord University Bluefield WV 66800 31800 12.968643 .24358849 11.049538 .99729794 1.4329751 .12933601 .70590228 -4.4116564 501
4641 Dunwoody College Of Technology Minneapolis MN 89100 51600 3.501863 1.020852 40.861748 .17608795 1.4309225 .0061663589 4.0294981 6.8972631 336.6666666666667
3783 Northwest University Seattle WA 80400 38000 5.3097296 .59573448 26.930109 .17832769 1.429916 .0094687184 2.7405968 2.3973732 159.5