Weird neo4j cypher behavior-- no error, but seems to choke around row #50. Rows 1-49 load and get data
structure(list(unitid = c(102234, 102234, 102234, 102234, 102234,
102234, 110422, 110422, 110422, 110422, 110422, 110422, 110422,
110565, 110565, 110565, 110565, 110565, 110565, 110565, 110583,
110583, 110583, 110583, 110583, 110583, 110583, 110608, 110608,
110608, 110608, 110608, 110608, 110608, 110644, 110644, 110644,
110644, 110644, 110644, 110644, 110662, 110662, 110662, 110662,
110662, 110662, 110662, 110680, 110680, 110680, 110680, 110680,
110680, 110680, 110705, 112260, 112260, 112260, 112260, 112260,
121150, 121150, 121150, 121150, 121150, 121150, 121150, 121345,
126678, 126678, 126678, 126678, 126678, 126678, 126678, 126775,
126775, 126775, 126775, 126775, 126775, 126775, 130697, 130697,
130697, 130697, 130697, 130697, 130697, 131159, 131159, 131159,
131159, 131159, 131159, 131159, 131496, 131496, 132471, 132471,
132471, 132471, 132471, 132471, 132471, 133711, 133711, 133711,
133711, 133711, 133711, 133711, 137351, 137351, 137351, 137351,
137351, 138716, 138716, 138716, 138716, 138716, 138716, 138716,
139968, 139968, 139968, 139968, 152080, 152080, 152080, 152080,
152080, 152080, 152080, 156295, 156295, 156295, 156295, 156295,
156295, 156295, 157058, 157058, 157058, 157058, 157058, 157058,
157058, 157447, 157447, 157447, 157447, 160755, 161004, 161004,
161004, 161004, 161004, 161004, 161004, 161086, 161086, 161086,
161086, 161086, 162283, 162283, 162283, 163286, 163286, 163286,
163286, 163286, 163286, 163286, 164465, 164465, 164465, 164739,
164924, 164924, 164924, 164924, 164924, 164988, 164988, 164988,
164988, 164988, 165015, 165015, 165015, 165015, 165015, 165015,
165015, 165662, 165662, 165662, 165662, 165662, 165662, 165662,
165936, 165936, 165936, 165936, 166027, 166027, 166027, 166027,
166027, 166027, 166027, 166683, 166683, 166683, 166683, 166683,
166683, 166683, 168148, 168148, 168148, 168148, 168148, 168148,
168148, 168218, 168218, 168218, 168218, 168218, 168218, 168218,
168342, 168342, 168342, 168342, 168342, 168342, 168342, 173258,
173258, 173258, 173258, 173258, 173258, 173258, 173902, 173902,
173902, 173902, 173902, 174066, 174066, 174066, 174066, 174066,
178369, 178369, 178697, 182670, 182670, 182670, 182670, 182670,
182670, 182670, 186131, 186131, 186131, 186131, 186131, 186867,
186867, 186867, 186867, 187967, 187967, 187967, 187967, 187967,
187967, 187967, 189097, 189097, 190415, 190415, 190415, 190415,
190415, 190415, 190549, 190549, 190549, 190549, 190549, 190549,
190567, 190567, 190567, 190567, 190567, 190567, 190567, 190594,
190594, 190594, 190594, 190637, 190637, 190637, 190637, 190637,
190637, 190637, 190691, 190691, 190691, 190691, 190691, 190691,
190691, 191515, 191515, 191515, 191515, 191515, 191515, 195526,
195526, 195526, 195526, 196121, 196121, 196121, 196121, 196121,
196121, 196121, 196130, 196167, 196176, 196176, 196176, 196176,
196176, 196219, 196219, 196246, 196246, 196246, 196246, 196246,
196246, 196246, 196413, 196866, 196866, 197133, 197133, 198385,
198385, 198385, 198385, 198385, 198385, 198385, 198419, 198419,
198419, 198419, 198419, 198419, 199069, 199069, 199069, 199069,
199069, 199069, 199120, 199120, 199120, 199120, 199120, 199120,
199120, 200004, 200004, 200004, 200004, 200004, 200004, 200004,
201645, 201645, 201645, 202523, 202523, 202523, 202523, 202523,
202523, 203535, 203535, 203535, 203535, 203535, 203535, 203535,
204501, 204501, 204501, 204501, 204501, 206048, 206048, 206048,
206048, 206048, 206048, 206048, 207582, 207582, 207582, 207582,
207582, 207582, 209922, 209922, 209922, 209922, 209922, 209922,
209922, 211273, 211273, 211273, 211273, 211273, 211273, 211273,
211291, 211291, 211291, 211291, 211440, 211440, 211440, 212674,
212674, 212674, 212911, 212911, 212911, 212911, 212911, 212911,
213385, 213385, 213385, 213385, 213543, 213543, 213543, 213543,
213543, 213543, 214175, 214175, 215062, 215062, 215062, 216287,
216287, 216287, 216287, 216287, 216287, 216287, 216597, 216597,
216597, 216597, 216597, 216597, 216597, 221661, 221661, 221661,
221661, 221661, 221661, 221661, 222178, 222178, 222178, 222178,
222178, 226231, 226231, 226231, 226231, 226231, 226231, 226231,
227526, 227526, 227526, 229063, 229063, 229063, 229063, 230038,
230038, 230038, 230038, 230038, 230038, 230959, 230959, 230959,
230959, 231624, 231624, 231624, 231624, 231624, 231624, 231624,
232265, 232265, 232265, 232265, 232265, 232557, 232557, 232557,
232557, 232557, 232557, 232557, 234076, 234076, 234076, 234076,
234076, 234076, 234076, 237118, 237118, 237118, 237118, 237118,
237118, 237118, 237330, 237330, 237330, 237330, 237330, 237330,
237330, 409698, 409698, 409698, 409698, 409698, 409698, 409698,
482149, 482149), topic_id = c(36095, 3715, 925, 16149, 1113,
4072, 1929, 732, 996, 3394, 1655, 2115, 497, 1929, 996, 2115,
1780, 39, 24157, 3394, 996, 1929, 15610, 1780, 15544, 726, 1362,
1929, 12686, 996, 732, 1017, 2115, 25, 996, 2013, 15610, 1780,
1359, 15605, 25, 25, 1929, 2013, 1359, 17587, 996, 1268, 1780,
2013, 3892, 996, 25, 3890, 11342, 3262, 996, 31430, 1359, 1580,
1360, 16149, 925, 996, 3715, 25, 36095, 924, 3531, 999, 1929,
15129, 1017, 996, 39, 3614, 1929, 15610, 1714, 15605, 1359, 996,
999, 1929, 996, 2013, 1780, 1359, 4522, 2086, 2115, 996, 25,
35658, 2013, 31430, 1929, 1727, 996, 4624, 996, 4610, 1551, 1360,
1929, 2795, 996, 1017, 1929, 592, 4690, 25, 605, 996, 2795, 1551,
3733, 1929, 996, 2013, 1929, 2115, 1359, 15610, 1362, 1017, 15129,
1359, 1929, 4412, 2013, 3715, 807, 925, 8835, 924, 1017, 16149,
35658, 996, 1359, 2420, 1929, 996, 2362, 3394, 2496, 1929, 35657,
25, 996, 4617, 1929, 1113, 4524, 1929, 2013, 996, 605, 993, 1359,
1780, 1359, 1112, 1929, 1113, 996, 996, 1929, 732, 4620, 996,
1929, 2708, 2115, 3733, 2013, 182, 1017, 996, 1448, 592, 25,
996, 3716, 1113, 2115, 996, 589, 3932, 1929, 25, 35658, 996,
2013, 1112, 2115, 1929, 996, 298, 12686, 1468, 7430, 605, 1113,
925, 592, 996, 1929, 1875, 996, 1929, 1780, 2179, 3932, 605,
2715, 996, 2013, 1359, 15610, 1780, 1929, 996, 2115, 25, 1929,
1359, 1360, 1780, 996, 3296, 3932, 2115, 1360, 1780, 4522, 1359,
15129, 1929, 996, 4866, 2013, 1017, 996, 1929, 2013, 25, 1359,
1017, 24157, 12740, 996, 1929, 7430, 2013, 2858, 4625, 2115,
996, 1929, 996, 1780, 16149, 996, 2179, 2115, 1113, 1017, 4400,
1780, 1929, 2013, 996, 15610, 24497, 1359, 2115, 1362, 17320,
1929, 3102, 101, 15610, 180, 2115, 39, 434, 996, 996, 2013, 25,
1929, 2115, 1113, 1780, 659, 996, 2013, 1017, 2018, 996, 1359,
1780, 4400, 3356, 1929, 2018, 2018, 996, 3356, 1780, 996, 1017,
2490, 1929, 1359, 2115, 1780, 1780, 15544, 996, 3637, 1929, 1017,
2018, 2013, 1929, 1359, 7340, 996, 1780, 996, 24157, 1359, 1580,
1017, 996, 42, 1359, 1780, 1580, 3932, 1017, 1017, 1780, 996,
2013, 1929, 1017, 2013, 996, 1929, 996, 1780, 1017, 1359, 2115,
39, 4079, 996, 2013, 1017, 4690, 925, 996, 4412, 2013, 4340,
1929, 16149, 14716, 1929, 1359, 2747, 39, 996, 43131, 925, 1929,
1456, 25, 4412, 3202, 4631, 1814, 3662, 863, 3205, 996, 996,
4631, 1929, 2115, 1359, 3202, 15605, 1929, 2115, 25, 2013, 25,
1359, 2115, 3932, 3394, 2013, 1929, 1780, 996, 993, 25, 15129,
2013, 996, 1780, 15610, 24497, 1929, 39, 1780, 996, 4522, 1359,
1017, 3320, 31647, 16149, 8835, 43131, 924, 996, 2013, 1929,
25, 15129, 1017, 1780, 996, 1017, 1929, 35663, 3356, 4291, 2013,
996, 1360, 1929, 1359, 12686, 786, 2086, 996, 592, 1017, 996,
1017, 1359, 1448, 3932, 1929, 2428, 1929, 996, 592, 2013, 1929,
996, 25, 3394, 2115, 996, 1017, 4635, 3423, 3499, 996, 4291,
3464, 592, 35658, 1780, 1360, 2013, 25, 35658, 1929, 996, 16149,
1112, 4412, 1929, 2013, 996, 16149, 4124, 1456, 996, 1929, 2115,
1360, 25, 1929, 2115, 16149, 996, 925, 1456, 25, 4377, 2115,
996, 4377, 4643, 4124, 996, 636, 39, 1362, 15129, 1929, 1359,
1017, 996, 4699, 15605, 2013, 996, 1780, 15129, 15610, 4340,
1359, 996, 2115, 1929, 25, 1591, 4412, 925, 16149, 996, 2013,
1456, 1929, 996, 4647, 4720, 1780, 1359, 25, 2115, 25, 996, 1929,
2115, 4818, 35658, 2013, 2013, 1929, 1780, 39, 996, 3612, 12327,
996, 15610, 1929, 732, 2115, 2013, 31866, 996, 15500), topic = c("Spirituality",
"Religion", "Christians and Christianity", "Faith", "Culture",
"Social Conditions and Trends", "Higher Education", "California State University",
"Colleges and Universities", "Partnerships", "Fullerton, California",
"International Education", "Berkeley, California", "Higher Education",
"Colleges and Universities", "International Education", "Graduate Schools and Students",
"Adult Education", "Learning Styles", "Partnerships", "Colleges and Universities",
"Higher Education", "Environmental Science", "Graduate Schools and Students",
"Engagement", "California", "Education Trends", "Higher Education",
"Creativity", "Colleges and Universities", "California State University",
"Community Colleges", "International Education", "Academic Freedom",
"Colleges and Universities", "Humanities", "Environmental Science",
"Graduate Schools and Students", "Education", "Environmental Education",
"Academic Freedom", "Academic Freedom", "Higher Education", "Humanities",
"Education", "Gender", "Colleges and Universities", "Discrimination",
"Graduate Schools and Students", "Humanities", "San Diego, California",
"Colleges and Universities", "Academic Freedom", "San Diego State University",
"Chemical Engineering", "Oceanography", "Colleges and Universities",
"Political Science", "Education", "For-Profit Schools", "Education and Schools",
"Faith", "Christians and Christianity", "Colleges and Universities",
"Religion", "Academic Freedom", "Spirituality", "Christianity",
"Pomona, California", "Colorado", "Higher Education", "Education Reform",
"Community Colleges", "Colleges and Universities", "Adult Education",
"Pueblo, Colorado", "Higher Education", "Environmental Science",
"Geology", "Environmental Education", "Education", "Colleges and Universities",
"Colorado", "Higher Education", "Colleges and Universities",
"Humanities", "Graduate Schools and Students", "Education", "Tuition",
"Innovation", "International Education", "Colleges and Universities",
"Academic Freedom", "Social Justice", "Humanities", "Political Science",
"Higher Education", "Georgetown University", "Colleges and Universities",
"University of Miami", "Colleges and Universities", "University of Florida",
"Florida", "Education and Schools", "Higher Education", "Miami, Florida",
"Colleges and Universities", "Community Colleges", "Higher Education",
"Boston College", "Vassar College", "Academic Freedom", "Bowdoin College",
"Colleges and Universities", "Miami, Florida", "Florida", "Research",
"Higher Education", "Colleges and Universities", "Humanities",
"Higher Education", "International Education", "Education", "Environmental Science",
"Education Trends", "Community Colleges", "Education Reform",
"Education", "Higher Education", "Theology", "Humanities", "Religion",
"Catholic Schools", "Christians and Christianity", "Bible", "Christianity",
"Community Colleges", "Faith", "Social Justice", "Colleges and Universities",
"Education", "Labor", "Higher Education", "Colleges and Universities",
"Kentucky", "Partnerships", "Lexington, Kentucky", "Higher Education",
"Social Entrepreneurship", "Academic Freedom", "Colleges and Universities",
"University of Kentucky", "Higher Education", "Culture", "Tulane University",
"Higher Education", "Humanities", "Colleges and Universities",
"Bowdoin College", "College Admissions", "Education", "Graduate Schools and Students",
"Education", "Cultural Studies", "Higher Education", "Culture",
"Colleges and Universities", "Colleges and Universities", "Higher Education",
"California State University", "University of Maryland", "Colleges and Universities",
"Higher Education", "Maryland", "International Education", "Research",
"Humanities", "Amherst College", "Community Colleges", "Colleges and Universities",
"Ethics", "Boston College", "Academic Freedom", "Colleges and Universities",
"Religion and Belief", "Culture", "International Education",
"Colleges and Universities", "Boston", "Scholarships and Fellowships",
"Higher Education", "Academic Freedom", "Social Justice", "Colleges and Universities",
"Humanities", "Cultural Studies", "International Education",
"Higher Education", "Colleges and Universities", "Art", "Creativity",
"Executives and Management", "Art History", "Bowdoin College",
"Culture", "Christians and Christianity", "Boston College", "Colleges and Universities",
"Higher Education", "Harvard University", "Colleges and Universities",
"Higher Education", "Graduate Schools and Students", "Ivy League",
"Scholarships and Fellowships", "Bowdoin College", "Massachusetts Institute of Technology",
"Colleges and Universities", "Humanities", "Education", "Environmental Science",
"Graduate Schools and Students", "Higher Education", "Colleges and Universities",
"International Education", "Academic Freedom", "Higher Education",
"Education", "Education and Schools", "Graduate Schools and Students",
"Colleges and Universities", "Olin", "Scholarships and Fellowships",
"International Education", "Education and Schools", "Graduate Schools and Students",
"Tuition", "Education", "Education Reform", "Higher Education",
"Colleges and Universities", "Williams College", "Humanities",
"Community Colleges", "Colleges and Universities", "Higher Education",
"Humanities", "Academic Freedom", "Education", "Community Colleges",
"Learning Styles", "Critical Theory", "Colleges and Universities",
"Higher Education", "Art History", "Humanities", "Minnesota",
"University of Minnesota", "International Education", "Colleges and Universities",
"Higher Education", "Colleges and Universities", "Graduate Schools and Students",
"Faith", "Colleges and Universities", "Ivy League", "International Education",
"Culture", "Community Colleges", "The New School", "Graduate Schools and Students",
"Higher Education", "Humanities", "Colleges and Universities",
"Environmental Science", "Library Science", "Education", "International Education",
"Education Trends", "Futurism", "Higher Education", "New Mexico",
"Albuquerque, New Mexico", "Environmental Science", "Americorps",
"International Education", "Adult Education", "Barnard College",
"Colleges and Universities", "Colleges and Universities", "Humanities",
"Academic Freedom", "Higher Education", "International Education",
"Culture", "Graduate Schools and Students", "Brooklyn College",
"Colleges and Universities", "Humanities", "Community Colleges",
"Hunter College", "Colleges and Universities", "Education", "Graduate Schools and Students",
"The New School", "Pace University", "Higher Education", "Hunter College",
"Hunter College", "Colleges and Universities", "Pace University",
"Graduate Schools and Students", "Colleges and Universities",
"Community Colleges", "Lehman College", "Higher Education", "Education",
"International Education", "Graduate Schools and Students", "Graduate Schools and Students",
"Engagement", "Colleges and Universities", "Queens College",
"Higher Education", "Community Colleges", "Hunter College", "Humanities",
"Higher Education", "Education", "Aristotle", "Colleges and Universities",
"Graduate Schools and Students", "Colleges and Universities",
"Learning Styles", "Education", "For-Profit Schools", "Community Colleges",
"Colleges and Universities", "Advanced Placement Program", "Education",
"Graduate Schools and Students", "For-Profit Schools", "Scholarships and Fellowships",
"Community Colleges", "Community Colleges", "Graduate Schools and Students",
"Colleges and Universities", "Humanities", "Higher Education",
"Community Colleges", "Humanities", "Colleges and Universities",
"Higher Education", "Colleges and Universities", "Graduate Schools and Students",
"Community Colleges", "Education", "International Education",
"Adult Education", "Society", "Colleges and Universities", "Humanities",
"Community Colleges", "Vassar College", "Christians and Christianity",
"Colleges and Universities", "Theology", "Humanities", "Teachers and School Employees",
"Higher Education", "Faith", "Duke University", "Higher Education",
"Education", "Medicine", "Adult Education", "Colleges and Universities",
"Worship", "Christians and Christianity", "Higher Education",
"Evangelism", "Academic Freedom", "Theology", "North Carolina",
"University of North Carolina", "Greensboro, North Carolina",
"Raleigh, North Carolina", "Charlotte, North Carolina", "North Carolina State University",
"Colleges and Universities", "Colleges and Universities", "University of North Carolina",
"Higher Education", "International Education", "Education", "North Carolina",
"Environmental Education", "Higher Education", "International Education",
"Academic Freedom", "Humanities", "Academic Freedom", "Education",
"International Education", "Scholarships and Fellowships", "Partnerships",
"Humanities", "Higher Education", "Graduate Schools and Students",
"Colleges and Universities", "College Admissions", "Academic Freedom",
"Education Reform", "Humanities", "Colleges and Universities",
"Graduate Schools and Students", "Environmental Science", "Library Science",
"Higher Education", "Adult Education", "Graduate Schools and Students",
"Colleges and Universities", "Tuition", "Education", "Community Colleges",
"Oral Roberts University", "Prayer", "Faith", "Bible", "Worship",
"Christianity", "Colleges and Universities", "Humanities", "Higher Education",
"Academic Freedom", "Education Reform", "Community Colleges",
"Graduate Schools and Students", "Colleges and Universities",
"Community Colleges", "Higher Education", "Social Work", "Pace University",
"Swarthmore College", "Humanities", "Colleges and Universities",
"Education and Schools", "Higher Education", "Education", "Creativity",
"Carnegie Mellon University", "Innovation", "Colleges and Universities",
"Boston College", "Community Colleges", "Colleges and Universities",
"Community Colleges", "Education", "Ethics", "Scholarships and Fellowships",
"Higher Education", "Lafayette, Louisiana", "Higher Education",
"Colleges and Universities", "Boston College", "Humanities",
"Higher Education", "Colleges and Universities", "Academic Freedom",
"Partnerships", "International Education", "Colleges and Universities",
"Community Colleges", "University of Pennsylvania", "Pennsylvania",
"Pittsburgh, Pennsylvania", "Colleges and Universities", "Swarthmore College",
"Philadelphia, Pennsylvania", "Boston College", "Social Justice",
"Graduate Schools and Students", "Education and Schools", "Humanities",
"Academic Freedom", "Social Justice", "Higher Education", "Colleges and Universities",
"Faith", "Cultural Studies", "Theology", "Higher Education",
"Humanities", "Colleges and Universities", "Faith", "Southern",
"Evangelism", "Colleges and Universities", "Higher Education",
"International Education", "Education and Schools", "Academic Freedom",
"Higher Education", "International Education", "Faith", "Colleges and Universities",
"Christians and Christianity", "Evangelism", "Academic Freedom",
"Texas A&M University", "International Education", "Colleges and Universities",
"Texas A&M University", "University of Texas", "Southern", "Colleges and Universities",
"Brigham Young University", "Adult Education", "Education Trends",
"Education Reform", "Higher Education", "Education", "Community Colleges",
"Colleges and Universities", "Vermont", "Environmental Education",
"Humanities", "Colleges and Universities", "Graduate Schools and Students",
"Education Reform", "Environmental Science", "Teachers and School Employees",
"Education", "Colleges and Universities", "International Education",
"Higher Education", "Academic Freedom", "Foreign Students", "Theology",
"Christians and Christianity", "Faith", "Colleges and Universities",
"Humanities", "Evangelism", "Higher Education", "Colleges and Universities",
"University of Virginia", "Virginia", "Graduate Schools and Students",
"Education", "Academic Freedom", "International Education", "Academic Freedom",
"Colleges and Universities", "Higher Education", "International Education",
"West Virginia", "Social Justice", "Humanities", "Humanities",
"Higher Education", "Graduate Schools and Students", "Adult Education",
"Colleges and Universities", "Publications", "Complexity", "Colleges and Universities",
"Environmental Science", "Higher Education", "California State University",
"International Education", "Humanities", "Public Policy", "Colleges and Universities",
"Empathy"), score = c(0.563488559369574, 0.538695903901454, 0.536292412373158,
0.525412360434614, 0.521980406283477, 0.500737780036999, 0.583404347283894,
0.558766388033203, 0.532055017917628, 0.521937096441824, 0.521760241779266,
0.52098437951485, 0.520358223765576, 0.580832405408066, 0.57619563032224,
0.575544798537983, 0.573827220671263, 0.546948965318315, 0.529847133733036,
0.51959359021305, 0.625280450022925, 0.573660332283371, 0.560480139563761,
0.557048854226615, 0.540862376167603, 0.518266355223895, 0.510853736633729,
0.560263270169102, 0.557800558412144, 0.534118906120145, 0.521613167857663,
0.518012011184487, 0.51023805653019, 0.507967587460026, 0.611858924182648,
0.598613891769724, 0.561724670461331, 0.540277935546724, 0.525374374617519,
0.50594179720505, 0.505277214140582, 0.593603495474533, 0.569514429694711,
0.539109517516435, 0.526461816744116, 0.525846388472321, 0.516717295549135,
0.511322787258202, 0.60759257145851, 0.593480077051722, 0.587024579444835,
0.571822898077464, 0.556589516883356, 0.534554794240622, 0.526404613482206,
0.501976814924584, 0.592954120362087, 0.536644353828036, 0.528396168457144,
0.523083325833951, 0.509914789416784, 0.615520514341285, 0.584365227294739,
0.548890528087514, 0.546669558784893, 0.541630939386494, 0.540459624527742,
0.532129151767395, 0.581903958169154, 0.582382792010389, 0.575202999863484,
0.514435567003677, 0.512533458203647, 0.510022999806549, 0.509960187169692,
0.506247585930888, 0.641501013687777, 0.612851213969631, 0.597464317364728,
0.596463849383509, 0.593439032619167, 0.592791925656699, 0.580977270563399,
0.634349487550287, 0.577785722190151, 0.574927099510476, 0.529330903347224,
0.528387329244167, 0.52484841423161, 0.524114857061393, 0.659101234990148,
0.629619205436006, 0.598861050611655, 0.541518652208056, 0.532684072066649,
0.528894307618787, 0.521565158328227, 0.569430371844701, 0.561798739767255,
0.582744161170811, 0.556281658229173, 0.535473616511797, 0.532500192491253,
0.531872327043185, 0.514459555212028, 0.505646746274281, 0.608940549932261,
0.604492512074004, 0.564854089217134, 0.535480679039217, 0.50893415628291,
0.506801674644322, 0.50286266170395, 0.526452175128188, 0.517701933758673,
0.517340367162166, 0.513034806012499, 0.50913737447787, 0.566658593271917,
0.565201891961723, 0.561128261784593, 0.551500298437894, 0.549473103291351,
0.547140890555519, 0.5347590122506, 0.535398410826537, 0.530621881718822,
0.516747392659543, 0.503977059822234, 0.649061785161962, 0.609402708660795,
0.600200945183281, 0.583073663441442, 0.575259165088023, 0.572807513738394,
0.567644733746046, 0.545186980281484, 0.534529408465736, 0.526471808805057,
0.515725900875281, 0.506130863305489, 0.50455481027129, 0.501871579687853,
0.569340010951812, 0.56789407984879, 0.565729591033443, 0.555640337980767,
0.551824445682009, 0.530445732785059, 0.520957011497103, 0.531411701777215,
0.529300632458681, 0.523972346988777, 0.509236701268127, 0.544539166226738,
0.610734116301269, 0.580217607709944, 0.579411606946327, 0.566558737476327,
0.546296400751607, 0.518467538455776, 0.51292864479268, 0.560456097278821,
0.556941966325661, 0.535014804853133, 0.529311034604026, 0.508764812087918,
0.551579990160334, 0.510615648165507, 0.500981197659292, 0.6811674848774,
0.632740941362736, 0.573263140439143, 0.549829168101879, 0.542962459993876,
0.515925998062047, 0.514671604052739, 0.611035435262467, 0.53466433894415,
0.50722576533124, 0.552682337525222, 0.682791256009632, 0.566111167645818,
0.558240583844484, 0.535496335444614, 0.510885134856654, 0.572937434147554,
0.552305505990798, 0.5453591642102, 0.541969307541671, 0.503758075971797,
0.625690075461735, 0.615281064997162, 0.614967463355117, 0.61488324809245,
0.583615661530675, 0.554360365790659, 0.554276557788338, 0.556561970195757,
0.527196711155812, 0.518952343501091, 0.51338325438353, 0.509660841862661,
0.505551857526442, 0.502201834545475, 0.538926667250762, 0.533473014005382,
0.530466544113851, 0.51696251426379, 0.711403700987678, 0.632326464732316,
0.564065351773005, 0.548920555262711, 0.534614390376054, 0.529429328254684,
0.512092787008722, 0.619850191272409, 0.572761702543107, 0.566373582837986,
0.547429129657912, 0.538992743860037, 0.536589022679911, 0.52520135277684,
0.631794366871956, 0.605972635197897, 0.593779488459205, 0.573761792195198,
0.525229306238739, 0.514392604115274, 0.510643811365754, 0.561343324964591,
0.549587791309926, 0.538559540528157, 0.537564744221811, 0.528766152529645,
0.519916869832825, 0.513162559683766, 0.554819450397663, 0.553548347437784,
0.55105389334959, 0.543142684040264, 0.534081034169479, 0.510764051657783,
0.507201994301209, 0.591264314483847, 0.586801350565345, 0.583305177620935,
0.553498544145878, 0.531127422278103, 0.524552411500349, 0.51507340777546,
0.54134682072683, 0.534872389142921, 0.531794777186617, 0.517029202367904,
0.513757378190171, 0.687493413348221, 0.675999083846121, 0.533482574582062,
0.506352579608045, 0.505860602194948, 0.513865842720211, 0.505591740384744,
0.526412527182091, 0.607304961490962, 0.563839735778111, 0.556771073198159,
0.54636477103087, 0.53505853743869, 0.529161085356483, 0.524489474366159,
0.546709874530937, 0.545894444269398, 0.53559021523583, 0.501486127288478,
0.501070481892205, 0.541473919734838, 0.50970813092448, 0.507327126334697,
0.502700229550953, 0.60281470687339, 0.544741612255357, 0.539257082326747,
0.535729392148423, 0.519835487157328, 0.518995745114424, 0.518755126737585,
0.59962324406929, 0.525085536909269, 0.572216674334534, 0.553821623362626,
0.549154940588169, 0.530567844080465, 0.508415187761712, 0.501744781543326,
0.574038372624217, 0.558922963969206, 0.554765881167481, 0.546833587400284,
0.524953567355888, 0.518597685626944, 0.65478895259426, 0.596960418521047,
0.560910481515233, 0.550040033194907, 0.545830555141727, 0.539022788298081,
0.532600838595355, 0.600121638110386, 0.578838957131857, 0.52777123920595,
0.504989906795218, 0.69699214510539, 0.649256420569854, 0.602064880162249,
0.596480563070259, 0.580717428125639, 0.579050630548613, 0.570471547509395,
0.579151186251653, 0.566719930465344, 0.549698906679065, 0.528443840359873,
0.526620846457514, 0.511075944317797, 0.509663935703247, 0.551885370652064,
0.521986087766467, 0.516615358375066, 0.510746302936337, 0.505724908434337,
0.503255235875583, 0.6045561147364, 0.527834900980468, 0.512780523495302,
0.510182784765213, 0.58612411942344, 0.572742848925208, 0.542209663487939,
0.530014976861873, 0.524804311506392, 0.5175505613192, 0.504882740219795,
0.517445899458701, 0.544630111710245, 0.57229071783086, 0.553935359243727,
0.532846194632943, 0.529219691408298, 0.503273505780734, 0.532417874867392,
0.516979027040753, 0.622248679418142, 0.579951357370119, 0.562596338585181,
0.547424546671915, 0.532861930886552, 0.507936378889954, 0.507037324421904,
0.504772903480007, 0.544002873881166, 0.515715120958775, 0.547256711081442,
0.53641100359073, 0.612060932277341, 0.588068961086373, 0.58233879017881,
0.571003482519836, 0.535967764141722, 0.534827013620398, 0.527569215600152,
0.67247614805112, 0.549997224692344, 0.515843921316742, 0.507462681890853,
0.501915944875265, 0.501835984401021, 0.537685737337574, 0.524285417578616,
0.515944110178235, 0.514874452971905, 0.514147003247119, 0.504472616049298,
0.757025705186983, 0.718038759906321, 0.706472357461295, 0.608553015221654,
0.577427600207295, 0.557196769280259, 0.550027675599513, 0.623817507751844,
0.610856173526542, 0.567575750771743, 0.560996740918538, 0.557511887515441,
0.529608606819347, 0.508018970276362, 0.545878354724496, 0.543526800948354,
0.504211192383636, 0.60020237148435, 0.517728564494201, 0.511700910127387,
0.506752367200548, 0.504114572048795, 0.502022248446652, 0.620101081846204,
0.616673253943297, 0.563534027264002, 0.563105766348454, 0.535534558302502,
0.525410933786607, 0.524383332591882, 0.54869567718547, 0.532913739198362,
0.52417227360722, 0.522909889686668, 0.515459228314183, 0.605026894798016,
0.583634512268229, 0.57072618734177, 0.555336815681834, 0.548655714872513,
0.528473012846254, 0.51805049684962, 0.634585503353551, 0.596811342342014,
0.557198560406501, 0.517026571140161, 0.512013888008159, 0.504698173981992,
0.648226492457793, 0.615216866950842, 0.613639932889791, 0.602335049567409,
0.561451238172861, 0.556167312297322, 0.52844006302595, 0.595947481548417,
0.538355595050905, 0.536143283207712, 0.529894552243571, 0.525775973658271,
0.521208513406457, 0.520803706572236, 0.598993670925689, 0.526281497860964,
0.521369669922935, 0.50606718698835, 0.524784535273072, 0.520971940625289,
0.50203402388495, 0.5896001625865, 0.518003029204912, 0.512515958962622,
0.653955140986387, 0.592743321408839, 0.532886660550908, 0.518768334764269,
0.512836627674933, 0.511320417317882, 0.59480372993205, 0.571770606009682,
0.507037912056674, 0.502789117444557, 0.585382844339269, 0.541751146403329,
0.533055834673166, 0.530967221273432, 0.526582604985031, 0.51477988109527,
0.527262356710671, 0.500579771358497, 0.576359129312334, 0.541838735461249,
0.518039822547179, 0.639053287735913, 0.607845092184931, 0.552237474235511,
0.519664537853578, 0.514569063180293, 0.507635067629124, 0.5074132546175,
0.583016973563854, 0.571485814758296, 0.544007530265127, 0.539232927314697,
0.538574776541994, 0.53584842823995, 0.530746195307933, 0.602745259962262,
0.583773338869521, 0.565671844401701, 0.556714170739065, 0.554998845436778,
0.539634634001678, 0.535430855561541, 0.646646512851035, 0.563375971694467,
0.521365163798937, 0.508070796595043, 0.500235887496384, 0.610101651079952,
0.5821725553902, 0.562322885077938, 0.554885810230536, 0.516295704071976,
0.508753262099478, 0.506167082301019, 0.526508785091679, 0.521982741744658,
0.508578347348912, 0.575391567884079, 0.561979417781242, 0.546270260101306,
0.529013354100467, 0.666474045092469, 0.536015417070426, 0.518298580354331,
0.515859802723896, 0.508604920106936, 0.503694278724935, 0.55958091044701,
0.533432543727618, 0.526806751114072, 0.519537106283712, 0.626864966598579,
0.600965721411558, 0.54749829050997, 0.528467776271264, 0.527193125618999,
0.520743676019213, 0.519681792060251, 0.59401702119644, 0.586436297877433,
0.521113853198293, 0.50242529365496, 0.501076931661646, 0.620770808180811,
0.569345716106922, 0.567912781173948, 0.566735165098771, 0.555809454664319,
0.551705078039897, 0.544149484663688, 0.597243412609584, 0.574451942099836,
0.543942867264733, 0.542211399954042, 0.529428478991425, 0.521645596259191,
0.516780183635281, 0.586279806646213, 0.578764172126542, 0.560620109171618,
0.535163975529376, 0.531117194019648, 0.528111965037197, 0.518915003441561,
0.581688119280784, 0.56485009352159, 0.550203335821135, 0.523626116056971,
0.508919827142092, 0.507175802579521, 0.505203873551717, 0.590014227415211,
0.548898674694996, 0.546497425432785, 0.539698319601147, 0.525487920714351,
0.521793350879725, 0.50952973823429, 0.554937965536107, 0.502866928306685
), instnm = c("Spring Hill College", "Spring Hill College", "Spring Hill College",
"Spring Hill College", "Spring Hill College", "Spring Hill College",
"California Polytechnic State University-San Luis Obispo", "California Polytechnic State University-San Luis Obispo",
"California Polytechnic State University-San Luis Obispo", "California Polytechnic State University-San Luis Obispo",
"California Polytechnic State University-San Luis Obispo", "California Polytechnic State University-San Luis Obispo",
"California Polytechnic State University-San Luis Obispo", "California State University-Fullerton",
"California State University-Fullerton", "California State University-Fullerton",
"California State University-Fullerton", "California State University-Fullerton",
"California State University-Fullerton", "California State University-Fullerton",
"California State University-Long Beach", "California State University-Long Beach",
"California State University-Long Beach", "California State University-Long Beach",
"California State University-Long Beach", "California State University-Long Beach",
"California State University-Long Beach", "California State University-Northridge",
"California State University-Northridge", "California State University-Northridge",
"California State University-Northridge", "California State University-Northridge",
"California State University-Northridge", "California State University-Northridge",
"University of California-Davis", "University of California-Davis",
"University of California-Davis", "University of California-Davis",
"University of California-Davis", "University of California-Davis",
"University of California-Davis", "University of California-Los Angeles",
"University of California-Los Angeles", "University of California-Los Angeles",
"University of California-Los Angeles", "University of California-Los Angeles",
"University of California-Los Angeles", "University of California-Los Angeles",
"University of California-San Diego", "University of California-San Diego",
"University of California-San Diego", "University of California-San Diego",
"University of California-San Diego", "University of California-San Diego",
"University of California-San Diego", "University of California-Santa Barbara",
"Claremont McKenna College", "Claremont McKenna College", "Claremont McKenna College",
"Claremont McKenna College", "Claremont McKenna College", "Pepperdine University",
"Pepperdine University", "Pepperdine University", "Pepperdine University",
"Pepperdine University", "Pepperdine University", "Pepperdine University",
"Pomona College", "Colorado College", "Colorado College", "Colorado College",
"Colorado College", "Colorado College", "Colorado College", "Colorado College",
"Colorado School of Mines", "Colorado School of Mines", "Colorado School of Mines",
"Colorado School of Mines", "Colorado School of Mines", "Colorado School of Mines",
"Colorado School of Mines", "Wesleyan University", "Wesleyan University",
"Wesleyan University", "Wesleyan University", "Wesleyan University",
"Wesleyan University", "Wesleyan University", "American University",
"American University", "American University", "American University",
"American University", "American University", "American University",
"Georgetown University", "Georgetown University", "Barry University",
"Barry University", "Barry University", "Barry University", "Barry University",
"Barry University", "Barry University", "Flagler College-St Augustine",
"Flagler College-St Augustine", "Flagler College-St Augustine",
"Flagler College-St Augustine", "Flagler College-St Augustine",
"Flagler College-St Augustine", "Flagler College-St Augustine",
"University of South Florida-Main Campus", "University of South Florida-Main Campus",
"University of South Florida-Main Campus", "University of South Florida-Main Campus",
"University of South Florida-Main Campus", "Albany State University",
"Albany State University", "Albany State University", "Albany State University",
"Albany State University", "Albany State University", "Albany State University",
"Gordon State College", "Gordon State College", "Gordon State College",
"Gordon State College", "University of Notre Dame", "University of Notre Dame",
"University of Notre Dame", "University of Notre Dame", "University of Notre Dame",
"University of Notre Dame", "University of Notre Dame", "Berea College",
"Berea College", "Berea College", "Berea College", "Berea College",
"Berea College", "Berea College", "Kentucky State University",
"Kentucky State University", "Kentucky State University", "Kentucky State University",
"Kentucky State University", "Kentucky State University", "Kentucky State University",
"Northern Kentucky University", "Northern Kentucky University",
"Northern Kentucky University", "Northern Kentucky University",
"Tulane University of Louisiana", "Bowdoin College", "Bowdoin College",
"Bowdoin College", "Bowdoin College", "Bowdoin College", "Bowdoin College",
"Bowdoin College", "Colby College", "Colby College", "Colby College",
"Colby College", "Colby College", "Coppin State University",
"Coppin State University", "Coppin State University", "University of Maryland-College Park",
"University of Maryland-College Park", "University of Maryland-College Park",
"University of Maryland-College Park", "University of Maryland-College Park",
"University of Maryland-College Park", "University of Maryland-College Park",
"Amherst College", "Amherst College", "Amherst College", "Bentley University",
"Boston College", "Boston College", "Boston College", "Boston College",
"Boston College", "Boston University", "Boston University", "Boston University",
"Boston University", "Boston University", "Brandeis University",
"Brandeis University", "Brandeis University", "Brandeis University",
"Brandeis University", "Brandeis University", "Brandeis University",
"Emerson College", "Emerson College", "Emerson College", "Emerson College",
"Emerson College", "Emerson College", "Emerson College", "Gordon College",
"Gordon College", "Gordon College", "Gordon College", "Harvard University",
"Harvard University", "Harvard University", "Harvard University",
"Harvard University", "Harvard University", "Harvard University",
"Massachusetts Institute of Technology", "Massachusetts Institute of Technology",
"Massachusetts Institute of Technology", "Massachusetts Institute of Technology",
"Massachusetts Institute of Technology", "Massachusetts Institute of Technology",
"Massachusetts Institute of Technology", "Tufts University",
"Tufts University", "Tufts University", "Tufts University", "Tufts University",
"Tufts University", "Tufts University", "Wellesley College",
"Wellesley College", "Wellesley College", "Wellesley College",
"Wellesley College", "Wellesley College", "Wellesley College",
"Williams College", "Williams College", "Williams College", "Williams College",
"Williams College", "Williams College", "Williams College", "Carleton College",
"Carleton College", "Carleton College", "Carleton College", "Carleton College",
"Carleton College", "Carleton College", "Macalester College",
"Macalester College", "Macalester College", "Macalester College",
"Macalester College", "University of Minnesota-Twin Cities",
"University of Minnesota-Twin Cities", "University of Minnesota-Twin Cities",
"University of Minnesota-Twin Cities", "University of Minnesota-Twin Cities",
"Missouri Valley College", "Missouri Valley College", "College of the Ozarks",
"Dartmouth College", "Dartmouth College", "Dartmouth College",
"Dartmouth College", "Dartmouth College", "Dartmouth College",
"Dartmouth College", "Princeton University", "Princeton University",
"Princeton University", "Princeton University", "Princeton University",
"Stevens Institute of Technology", "Stevens Institute of Technology",
"Stevens Institute of Technology", "Stevens Institute of Technology",
"New Mexico Institute of Mining and Technology", "New Mexico Institute of Mining and Technology",
"New Mexico Institute of Mining and Technology", "New Mexico Institute of Mining and Technology",
"New Mexico Institute of Mining and Technology", "New Mexico Institute of Mining and Technology",
"New Mexico Institute of Mining and Technology", "Barnard College",
"Barnard College", "Cornell University", "Cornell University",
"Cornell University", "Cornell University", "Cornell University",
"Cornell University", "CUNY Brooklyn College", "CUNY Brooklyn College",
"CUNY Brooklyn College", "CUNY Brooklyn College", "CUNY Brooklyn College",
"CUNY Brooklyn College", "CUNY City College", "CUNY City College",
"CUNY City College", "CUNY City College", "CUNY City College",
"CUNY City College", "CUNY City College", "CUNY Hunter College",
"CUNY Hunter College", "CUNY Hunter College", "CUNY Hunter College",
"CUNY Lehman College", "CUNY Lehman College", "CUNY Lehman College",
"CUNY Lehman College", "CUNY Lehman College", "CUNY Lehman College",
"CUNY Lehman College", "CUNY York College", "CUNY York College",
"CUNY York College", "CUNY York College", "CUNY York College",
"CUNY York College", "CUNY York College", "Hamilton College",
"Hamilton College", "Hamilton College", "Hamilton College", "Hamilton College",
"Hamilton College", "Skidmore College", "Skidmore College", "Skidmore College",
"Skidmore College", "SUNY College at Brockport", "SUNY College at Brockport",
"SUNY College at Brockport", "SUNY College at Brockport", "SUNY College at Brockport",
"SUNY College at Brockport", "SUNY College at Brockport", "Buffalo State SUNY",
"SUNY College at Geneseo", "State University of New York at New Paltz",
"State University of New York at New Paltz", "State University of New York at New Paltz",
"State University of New York at New Paltz", "State University of New York at New Paltz",
"SUNY at Purchase College", "SUNY at Purchase College", "SUNY College at Plattsburgh",
"SUNY College at Plattsburgh", "SUNY College at Plattsburgh",
"SUNY College at Plattsburgh", "SUNY College at Plattsburgh",
"SUNY College at Plattsburgh", "SUNY College at Plattsburgh",
"Syracuse University", "Union College", "Union College", "Vassar College",
"Vassar College", "Davidson College", "Davidson College", "Davidson College",
"Davidson College", "Davidson College", "Davidson College", "Davidson College",
"Duke University", "Duke University", "Duke University", "Duke University",
"Duke University", "Duke University", "Mount Olive College",
"Mount Olive College", "Mount Olive College", "Mount Olive College",
"Mount Olive College", "Mount Olive College", "University of North Carolina at Chapel Hill",
"University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill",
"University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill",
"University of North Carolina at Chapel Hill", "University of North Carolina at Chapel Hill",
"Western Carolina University", "Western Carolina University",
"Western Carolina University", "Western Carolina University",
"Western Carolina University", "Western Carolina University",
"Western Carolina University", "Case Western Reserve University",
"Case Western Reserve University", "Case Western Reserve University",
"Denison University", "Denison University", "Denison University",
"Denison University", "Denison University", "Denison University",
"Kenyon College", "Kenyon College", "Kenyon College", "Kenyon College",
"Kenyon College", "Kenyon College", "Kenyon College", "Oberlin College",
"Oberlin College", "Oberlin College", "Oberlin College", "Oberlin College",
"Tiffin University", "Tiffin University", "Tiffin University",
"Tiffin University", "Tiffin University", "Tiffin University",
"Tiffin University", "Oral Roberts University", "Oral Roberts University",
"Oral Roberts University", "Oral Roberts University", "Oral Roberts University",
"Oral Roberts University", "Reed College", "Reed College", "Reed College",
"Reed College", "Reed College", "Reed College", "Reed College",
"Bryn Mawr College", "Bryn Mawr College", "Bryn Mawr College",
"Bryn Mawr College", "Bryn Mawr College", "Bryn Mawr College",
"Bryn Mawr College", "Bucknell University", "Bucknell University",
"Bucknell University", "Bucknell University", "Carnegie Mellon University",
"Carnegie Mellon University", "Carnegie Mellon University", "Gettysburg College",
"Gettysburg College", "Gettysburg College", "Haverford College",
"Haverford College", "Haverford College", "Haverford College",
"Haverford College", "Haverford College", "Lafayette College",
"Lafayette College", "Lafayette College", "Lafayette College",
"Lehigh University", "Lehigh University", "Lehigh University",
"Lehigh University", "Lehigh University", "Lehigh University",
"Muhlenberg College", "Muhlenberg College", "University of Pennsylvania",
"University of Pennsylvania", "University of Pennsylvania", "Swarthmore College",
"Swarthmore College", "Swarthmore College", "Swarthmore College",
"Swarthmore College", "Swarthmore College", "Swarthmore College",
"Villanova University", "Villanova University", "Villanova University",
"Villanova University", "Villanova University", "Villanova University",
"Villanova University", "Southern Adventist University", "Southern Adventist University",
"Southern Adventist University", "Southern Adventist University",
"Southern Adventist University", "Southern Adventist University",
"Southern Adventist University", "Abilene Christian University",
"Abilene Christian University", "Abilene Christian University",
"Abilene Christian University", "Abilene Christian University",
"LeTourneau University", "LeTourneau University", "LeTourneau University",
"LeTourneau University", "LeTourneau University", "LeTourneau University",
"LeTourneau University", "Prairie View A & M University", "Prairie View A & M University",
"Prairie View A & M University", "Texas Southern University",
"Texas Southern University", "Texas Southern University", "Texas Southern University",
"Brigham Young University-Provo", "Brigham Young University-Provo",
"Brigham Young University-Provo", "Brigham Young University-Provo",
"Brigham Young University-Provo", "Brigham Young University-Provo",
"Middlebury College", "Middlebury College", "Middlebury College",
"Middlebury College", "College of William and Mary", "College of William and Mary",
"College of William and Mary", "College of William and Mary",
"College of William and Mary", "College of William and Mary",
"College of William and Mary", "Hampton University", "Hampton University",
"Hampton University", "Hampton University", "Hampton University",
"Liberty University", "Liberty University", "Liberty University",
"Liberty University", "Liberty University", "Liberty University",
"Liberty University", "University of Virginia-Main Campus", "University of Virginia-Main Campus",
"University of Virginia-Main Campus", "University of Virginia-Main Campus",
"University of Virginia-Main Campus", "University of Virginia-Main Campus",
"University of Virginia-Main Campus", "Alderson Broaddus University",
"Alderson Broaddus University", "Alderson Broaddus University",
"Alderson Broaddus University", "Alderson Broaddus University",
"Alderson Broaddus University", "Alderson Broaddus University",
"Concord University", "Concord University", "Concord University",
"Concord University", "Concord University", "Concord University",
"Concord University", "California State University-Monterey Bay",
"California State University-Monterey Bay", "California State University-Monterey Bay",
"California State University-Monterey Bay", "California State University-Monterey Bay",
"California State University-Monterey Bay", "California State University-Monterey Bay",
"Georgia Regents University", "Georgia Regents University"),
stabbr = c("AL", "AL", "AL", "AL", "AL", "AL", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA", "CA",
"CA", "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO", "CO",
"CO", "CO", "CO", "CO", "CO", "CT", "CT", "CT", "CT", "CT",
"CT", "CT", "DC", "DC", "DC", "DC", "DC", "DC", "DC", "DC",
"DC", "FL", "FL", "FL", "FL", "FL", "FL", "FL", "FL", "FL",
"FL", "FL", "FL", "FL", "FL", "FL", "FL", "FL", "FL", "FL",
"GA", "GA", "GA", "GA", "GA", "GA", "GA", "GA", "GA", "GA",
"GA", "IN", "IN", "IN", "IN", "IN", "IN", "IN", "KY", "KY",
"KY", "KY", "KY", "KY", "KY", "KY", "KY", "KY", "KY", "KY",
"KY", "KY", "KY", "KY", "KY", "KY", "LA", "ME", "ME", "ME",
"ME", "ME", "ME", "ME", "ME", "ME", "ME", "ME", "ME", "MD",
"MD", "MD", "MD", "MD", "MD", "MD", "MD", "MD", "MD", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA", "MA",
"MA", "MA", "MA", "MA", "MA", "MA", "MN", "MN", "MN", "MN",
"MN", "MN", "MN", "MN", "MN", "MN", "MN", "MN", "MN", "MN",
"MN", "MN", "MN", "MO", "MO", "MO", "NH", "NH", "NH", "NH",
"NH", "NH", "NH", "NJ", "NJ", "NJ", "NJ", "NJ", "NJ", "NJ",
"NJ", "NJ", "NM", "NM", "NM", "NM", "NM", "NM", "NM", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY", "NY",
"NY", "NY", "NY", "NY", "NY", "NY", "NC", "NC", "NC", "NC",
"NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC",
"NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC",
"NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "NC", "OH",
"OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH",
"OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH", "OH",
"OH", "OH", "OH", "OH", "OH", "OH", "OH", "OK", "OK", "OK",
"OK", "OK", "OK", "OR", "OR", "OR", "OR", "OR", "OR", "OR",
"PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA",
"PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA",
"PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA",
"PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA",
"PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA", "PA",
"PA", "PA", "TN", "TN", "TN", "TN", "TN", "TN", "TN", "TX",
"TX", "TX", "TX", "TX", "TX", "TX", "TX", "TX", "TX", "TX",
"TX", "TX", "TX", "TX", "TX", "TX", "TX", "TX", "UT", "UT",
"UT", "UT", "UT", "UT", "VT", "VT", "VT", "VT", "VA", "VA",
"VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA",
"VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA", "VA",
"VA", "VA", "VA", "VA", "WV", "WV", "WV", "WV", "WV", "WV",
"WV", "WV", "WV", "WV", "WV", "WV", "WV", "WV", "CA", "CA",
"CA", "CA", "CA", "CA", "CA", "GA", "GA"), obereg = c(5L,
5L, 5L, 5L, 5L, 5L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 8L, 8L, 8L, 8L, 8L, 8L, 7L, 7L, 7L, 7L, 7L, 7L, 7L,
7L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L,
4L, 4L, 4L, 4L, 4L, 4L, 4L, 4L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 6L, 6L, 6L, 6L, 6L, 6L,
6L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L, 3L,
3L, 3L, 3L, 3L, 6L, 6L, 6L, 6L, 6L, 6L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L, 6L,
6L, 6L, 6L, 6L, 6L, 7L, 7L, 7L, 7L, 7L, 7L, 1L, 1L, 1L, 1L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L,
5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 5L, 8L, 8L, 8L, 8L, 8L,
8L, 8L, 5L, 5L), carnegie = c(21L, 21L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
15L, 15L, 31L, 31L, 31L, 31L, 31L, 16L, 16L, 16L, 16L, 16L,
16L, 16L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 54L, 54L,
54L, 54L, 54L, 54L, 54L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 32L, 32L, 32L, 32L, 32L, 32L, 32L, 15L,
15L, 15L, 15L, 15L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 40L,
40L, 40L, 40L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 32L, 32L,
32L, 32L, 32L, 32L, 32L, 22L, 22L, 22L, 22L, 22L, 22L, 22L,
21L, 21L, 21L, 21L, 15L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 21L, 21L, 21L, 15L, 15L, 15L, 15L,
15L, 15L, 15L, 31L, 31L, 31L, 21L, 15L, 15L, 15L, 15L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 31L, 31L, 31L, 31L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 15L, 15L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 15L, 15L,
15L, 15L, 15L, 32L, 32L, 32L, 16L, 16L, 16L, 16L, 16L, 16L,
16L, 15L, 15L, 15L, 15L, 15L, 16L, 16L, 16L, 16L, 16L, 16L,
16L, 16L, 16L, 16L, 16L, 31L, 31L, 15L, 15L, 15L, 15L, 15L,
15L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L,
21L, 32L, 32L, 32L, 32L, 32L, 32L, 32L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 31L, 21L, 21L, 21L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 22L, 22L, 21L, 21L,
21L, 21L, 21L, 21L, 21L, 15L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 15L, 15L, 15L, 15L, 15L, 15L, 32L,
32L, 32L, 32L, 32L, 32L, 15L, 15L, 15L, 15L, 15L, 15L, 15L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 15L, 15L, 15L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 55L, 55L, 55L, 55L, 55L, 55L, 55L, 21L,
21L, 21L, 21L, 21L, 21L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 15L,
15L, 15L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, 15L, 15L, 15L, 15L, 15L, 15L, 31L, 31L, 15L,
15L, 15L, 31L, 31L, 31L, 31L, 31L, 31L, 31L, 21L, 21L, 21L,
21L, 21L, 21L, 21L, 32L, 32L, 32L, 32L, 32L, 32L, 32L, 21L,
21L, 21L, 21L, 21L, 22L, 22L, 22L, 22L, 22L, 22L, 22L, 21L,
21L, 21L, 16L, 16L, 16L, 16L, 15L, 15L, 15L, 15L, 15L, 15L,
31L, 31L, 31L, 31L, 16L, 16L, 16L, 16L, 16L, 16L, 16L, 21L,
21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 21L, 15L,
15L, 15L, 15L, 15L, 15L, 15L, 32L, 32L, 32L, 32L, 32L, 32L,
32L, 32L, 32L, 32L, 32L, 32L, 32L, 32L, 31L, 31L, 31L, 31L,
31L, 31L, 31L, -3L, -3L), satpct = c(20, 20, 20, 20, 20,
20, 88, 88, 88, 88, 88, 88, 88, 95, 95, 95, 95, 95, 95, 95,
95, 95, 95, 95, 95, 95, 95, 91, 91, 91, 91, 91, 91, 91, 93,
93, 93, 93, 93, 93, 93, 91, 91, 91, 91, 91, 91, 91, 93, 93,
93, 93, 93, 93, 93, 93, 58, 58, 58, 58, 58, 76, 76, 76, 76,
76, 76, 76, 78, 49, 49, 49, 49, 49, 49, 49, 42, 42, 42, 42,
42, 42, 42, 80, 80, 80, 80, 80, 80, 80, 67, 67, 67, 67, 67,
67, 67, 87, 87, 77, 77, 77, 77, 77, 77, 77, 72, 72, 72, 72,
72, 72, 72, 56, 56, 56, 56, 56, 70, 70, 70, 70, 70, 70, 70,
74, 74, 74, 74, 44, 44, 44, 44, 44, 44, 44, 15, 15, 15, 15,
15, 15, 15, 12, 12, 12, 12, 12, 12, 12, 15, 15, 15, 15, 58,
53, 53, 53, 53, 53, 53, 53, 67, 67, 67, 67, 67, 77, 77, 77,
91, 91, 91, 91, 91, 91, 91, 63, 63, 63, 89, 75, 75, 75, 75,
75, 84, 84, 84, 84, 84, 75, 75, 75, 75, 75, 75, 75, 84, 84,
84, 84, 84, 84, 84, 89, 89, 89, 89, 86, 86, 86, 86, 86, 86,
86, 85, 85, 85, 85, 85, 85, 85, 62, 62, 62, 62, 62, 62, 62,
77, 77, 77, 77, 77, 77, 77, 86, 86, 86, 86, 86, 86, 86, 61,
61, 61, 61, 61, 61, 61, 59, 59, 59, 59, 59, 14, 14, 14, 14,
14, 12, 12, 3, 69, 69, 69, 69, 69, 69, 69, 86, 86, 86, 86,
86, 77, 77, 77, 77, 38, 38, 38, 38, 38, 38, 38, 73, 73, 82,
82, 82, 82, 82, 82, 89, 89, 89, 89, 89, 89, 93, 93, 93, 93,
93, 93, 93, 94, 94, 94, 94, 84, 84, 84, 84, 84, 84, 84, 83,
83, 83, 83, 83, 83, 83, 58, 58, 58, 58, 58, 58, 78, 78, 78,
78, 94, 94, 94, 94, 94, 94, 94, 78, 57, 92, 92, 92, 92, 92,
95, 95, 89, 89, 89, 89, 89, 89, 89, 81, 45, 45, 75, 75, 79,
79, 79, 79, 79, 79, 79, 79, 79, 79, 79, 79, 79, 62, 62, 62,
62, 62, 62, 78, 78, 78, 78, 78, 78, 78, 87, 87, 87, 87, 87,
87, 87, 65, 65, 65, 22, 22, 22, 22, 22, 22, 65, 65, 65, 65,
65, 65, 65, 71, 71, 71, 71, 71, 14, 14, 14, 14, 14, 14, 14,
40, 40, 40, 40, 40, 40, 84, 84, 84, 84, 84, 84, 84, 79, 79,
79, 79, 79, 79, 79, 68, 68, 68, 68, 90, 90, 90, 78, 78, 78,
77, 77, 77, 77, 77, 77, 77, 77, 77, 77, 72, 72, 72, 72, 72,
72, 70, 70, 81, 81, 81, 81, 81, 81, 81, 81, 81, 81, 67, 67,
67, 67, 67, 67, 67, 46, 46, 46, 46, 46, 46, 46, 50, 50, 50,
50, 50, 72, 72, 72, 72, 72, 72, 72, 77, 77, 77, 76, 76, 76,
76, 32, 32, 32, 32, 32, 32, 73, 73, 73, 73, 89, 89, 89, 89,
89, 89, 89, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55,
89, 89, 89, 89, 89, 89, 89, 42, 42, 42, 42, 42, 42, 42, 28,
28, 28, 28, 28, 28, 28, 93, 93, 93, 93, 93, 93, 93, 92, 92
), actpct = c(92, 92, 92, 92, 92, 92, 62, 62, 62, 62, 62,
62, 62, 34, 34, 34, 34, 34, 34, 34, 33, 33, 33, 33, 33, 33,
33, 25, 25, 25, 25, 25, 25, 25, 45, 45, 45, 45, 45, 45, 45,
41, 41, 41, 41, 41, 41, 41, 39, 39, 39, 39, 39, 39, 39, 47,
42, 42, 42, 42, 42, 0, 0, 0, 0, 0, 0, 0, 51, 47, 47, 47,
47, 47, 47, 47, 88, 88, 88, 88, 88, 88, 88, 41, 41, 41, 41,
41, 41, 41, 35, 35, 35, 35, 35, 35, 35, 35, 35, 40, 40, 40,
40, 40, 40, 40, 51, 51, 51, 51, 51, 51, 51, 44, 44, 44, 44,
44, 56, 56, 56, 56, 56, 56, 56, 52, 52, 52, 52, 56, 56, 56,
56, 56, 56, 56, 80, 80, 80, 80, 80, 80, 80, 93, 93, 93, 93,
93, 93, 93, 96, 96, 96, 96, 63, 27, 27, 27, 27, 27, 27, 27,
32, 32, 32, 32, 32, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 41, 41,
41, 27, 44, 44, 44, 44, 44, 40, 40, 40, 40, 40, 28, 28, 28,
28, 28, 28, 28, 32, 32, 32, 32, 32, 32, 32, 21, 21, 21, 21,
38, 38, 38, 38, 38, 38, 38, 40, 40, 40, 40, 40, 40, 40, 38,
38, 38, 38, 38, 38, 38, 43, 43, 43, 43, 43, 43, 43, 37, 37,
37, 37, 37, 37, 37, 58, 58, 58, 58, 58, 58, 58, 56, 56, 56,
56, 56, 92, 92, 92, 92, 92, 87, 87, 98, 31, 31, 31, 31, 31,
31, 31, 33, 33, 33, 33, 33, 23, 23, 23, 23, 89, 89, 89, 89,
89, 89, 89, 47, 47, 39, 39, 39, 39, 39, 39, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 25, 25, 25, 25, 25, 25, 31, 31, 31,
31, 41, 41, 41, 41, 41, 41, 41, 0, 42, 25, 25, 25, 25, 25,
22, 22, 29, 29, 29, 29, 29, 29, 29, 33, 22, 22, 40, 40, 52,
52, 52, 52, 52, 52, 52, 45, 45, 45, 45, 45, 45, 11, 11, 11,
11, 11, 11, 24, 24, 24, 24, 24, 24, 24, 17, 17, 17, 17, 17,
17, 17, 60, 60, 60, 38, 38, 38, 38, 38, 38, 45, 45, 45, 45,
45, 45, 45, 42, 42, 42, 42, 42, 83, 83, 83, 83, 83, 83, 83,
55, 55, 55, 55, 55, 55, 36, 36, 36, 36, 36, 36, 36, 31, 31,
31, 31, 31, 31, 31, 32, 32, 32, 32, 34, 34, 34, 9, 9, 9,
40, 40, 40, 40, 40, 40, 39, 39, 39, 39, 28, 28, 28, 28, 28,
28, 23, 23, 40, 40, 40, 37, 37, 37, 37, 37, 37, 37, 33, 33,
33, 33, 33, 33, 33, 77, 77, 77, 77, 77, 77, 77, 50, 50, 50,
50, 50, 66, 66, 66, 66, 66, 66, 66, 45, 45, 45, 40, 40, 40,
40, 93, 93, 93, 93, 93, 93, 41, 41, 41, 41, 36, 36, 36, 36,
36, 36, 36, 42, 42, 42, 42, 42, 28, 28, 28, 28, 28, 28, 28,
37, 37, 37, 37, 37, 37, 37, 58, 58, 58, 58, 58, 58, 58, 78,
78, 78, 78, 78, 78, 78, 40, 40, 40, 40, 40, 40, 40, 37, 37
), satvr25 = c(480, 480, 480, 480, 480, 480, 550, 550, 550,
550, 550, 550, 550, 450, 450, 450, 450, 450, 450, 450, 440,
440, 440, 440, 440, 440, 440, 400, 400, 400, 400, 400, 400,
400, 510, 510, 510, 510, 510, 510, 510, 560, 560, 560, 560,
560, 560, 560, 550, 550, 550, 550, 550, 550, 550, 530, 650,
650, 650, 650, 650, 560, 560, 560, 560, 560, 560, 560, 690,
610, 610, 610, 610, 610, 610, 610, 570, 570, 570, 570, 570,
570, 570, 640, 640, 640, 640, 640, 640, 640, 590, 590, 590,
590, 590, 590, 590, 650, 650, 420, 420, 420, 420, 420, 420,
420, 540, 540, 540, 540, 540, 540, 540, 530, 530, 530, 530,
530, 420, 420, 420, 420, 420, 420, 420, 380, 380, 380, 380,
660, 660, 660, 660, 660, 660, 660, 510, 510, 510, 510, 510,
510, 510, 350, 350, 350, 350, 350, 350, 350, 440, 440, 440,
440, 620, 680, 680, 680, 680, 680, 680, 680, 620, 620, 620,
620, 620, 410, 410, 410, 580, 580, 580, 580, 580, 580, 580,
670, 670, 670, 540, 620, 620, 620, 620, 620, 570, 570, 570,
570, 570, 600, 600, 600, 600, 600, 600, 600, 590, 590, 590,
590, 590, 590, 590, 516, 516, 516, 516, 700, 700, 700, 700,
700, 700, 700, 680, 680, 680, 680, 680, 680, 680, 680, 680,
680, 680, 680, 680, 680, 660, 660, 660, 660, 660, 660, 660,
670, 670, 670, 670, 670, 670, 670, 660, 660, 660, 660, 660,
660, 660, 620, 620, 620, 620, 620, 550, 550, 550, 550, 550,
390, 390, 510, 670, 670, 670, 670, 670, 670, 670, 700, 700,
700, 700, 700, 570, 570, 570, 570, 550, 550, 550, 550, 550,
550, 550, 620, 620, 640, 640, 640, 640, 640, 640, 480, 480,
480, 480, 480, 480, 460, 460, 460, 460, 460, 460, 460, 520,
520, 520, 520, 460, 460, 460, 460, 460, 460, 460, 400, 400,
400, 400, 400, 400, 400, 640, 640, 640, 640, 640, 640, 560,
560, 560, 560, 470, 470, 470, 470, 470, 470, 470, 440, 580,
510, 510, 510, 510, 510, 500, 500, 460, 460, 460, 460, 460,
460, 460, 500, 590, 590, 660, 660, 630, 630, 630, 630, 630,
630, 630, 670, 670, 670, 670, 670, 670, 400, 400, 400, 400,
400, 400, 590, 590, 590, 590, 590, 590, 590, 460, 460, 460,
460, 460, 460, 460, 600, 600, 600, 590, 590, 590, 590, 590,
590, 630, 630, 630, 630, 630, 630, 630, 650, 650, 650, 650,
650, 440, 440, 440, 440, 440, 440, 440, 460, 460, 460, 460,
460, 460, 660, 660, 660, 660, 660, 660, 660, 600, 600, 600,
600, 600, 600, 600, 580, 580, 580, 580, 640, 640, 640, 600,
600, 600, 660, 660, 660, 660, 660, 660, 570, 570, 570, 570,
580, 580, 580, 580, 580, 580, 570, 570, 670, 670, 670, 680,
680, 680, 680, 680, 680, 680, 590, 590, 590, 590, 590, 590,
590, 470, 470, 470, 470, 470, 470, 470, 470, 470, 470, 470,
470, 500, 500, 500, 500, 500, 500, 500, 370, 370, 370, 370,
370, 370, 370, 570, 570, 570, 570, 570, 570, 630, 630, 630,
630, 640, 640, 640, 640, 640, 640, 640, 460, 460, 460, 460,
460, 460, 460, 460, 460, 460, 460, 460, 620, 620, 620, 620,
620, 620, 620, 420, 420, 420, 420, 420, 420, 420, 430, 430,
430, 430, 430, 430, 430, 430, 430, 430, 430, 430, 430, 430,
460, 460), satvr75 = c(600, 600, 600, 600, 600, 600, 650,
650, 650, 650, 650, 650, 650, 550, 550, 550, 550, 550, 550,
550, 550, 550, 550, 550, 550, 550, 550, 510, 510, 510, 510,
510, 510, 510, 640, 640, 640, 640, 640, 640, 640, 680, 680,
680, 680, 680, 680, 680, 660, 660, 660, 660, 660, 660, 660,
650, 740, 740, 740, 740, 740, 660, 660, 660, 660, 660, 660,
660, 760, 710, 710, 710, 710, 710, 710, 710, 670, 670, 670,
670, 670, 670, 670, 740, 740, 740, 740, 740, 740, 740, 690,
690, 690, 690, 690, 690, 690, 750, 750, 520, 520, 520, 520,
520, 520, 520, 580, 580, 580, 580, 580, 580, 580, 620, 620,
620, 620, 620, 480, 480, 480, 480, 480, 480, 480, 480, 480,
480, 480, 750, 750, 750, 750, 750, 750, 750, 630, 630, 630,
630, 630, 630, 630, 450, 450, 450, 450, 450, 450, 450, 560,
560, 560, 560, 700, 760, 760, 760, 760, 760, 760, 760, 710,
710, 710, 710, 710, 480, 480, 480, 690, 690, 690, 690, 690,
690, 690, 760, 760, 760, 630, 710, 710, 710, 710, 710, 670,
670, 670, 670, 670, 710, 710, 710, 710, 710, 710, 710, 670,
670, 670, 670, 670, 670, 670, 653, 653, 653, 653, 800, 800,
800, 800, 800, 800, 800, 770, 770, 770, 770, 770, 770, 770,
750, 750, 750, 750, 750, 750, 750, 760, 760, 760, 760, 760,
760, 760, 780, 780, 780, 780, 780, 780, 780, 750, 750, 750,
750, 750, 750, 750, 740, 740, 740, 740, 740, 690, 690, 690,
690, 690, 440, 440, 560, 780, 780, 780, 780, 780, 780, 780,
800, 800, 800, 800, 800, 670, 670, 670, 670, 670, 670, 670,
670, 670, 670, 670, 730, 730, 740, 740, 740, 740, 740, 740,
580, 580, 580, 580, 580, 580, 590, 590, 590, 590, 590, 590,
590, 620, 620, 620, 620, 530, 530, 530, 530, 530, 530, 530,
470, 470, 470, 470, 470, 470, 470, 730, 730, 730, 730, 730,
730, 680, 680, 680, 680, 570, 570, 570, 570, 570, 570, 570,
520, 690, 610, 610, 610, 610, 610, 600, 600, 550, 550, 550,
550, 550, 550, 550, 620, 680, 680, 740, 740, 730, 730, 730,
730, 730, 730, 730, 760, 760, 760, 760, 760, 760, 490, 490,
490, 490, 490, 490, 700, 700, 700, 700, 700, 700, 700, 560,
560, 560, 560, 560, 560, 560, 720, 720, 720, 660, 660, 660,
660, 660, 660, 720, 720, 720, 720, 720, 720, 720, 740, 740,
740, 740, 740, 523, 523, 523, 523, 523, 523, 523, 570, 570,
570, 570, 570, 570, 750, 750, 750, 750, 750, 750, 750, 710,
710, 710, 710, 710, 710, 710, 680, 680, 680, 680, 740, 740,
740, 690, 690, 690, 750, 750, 750, 750, 750, 750, 670, 670,
670, 670, 670, 670, 670, 670, 670, 670, 670, 670, 760, 760,
760, 760, 760, 760, 760, 760, 760, 760, 690, 690, 690, 690,
690, 690, 690, 600, 600, 600, 600, 600, 600, 600, 580, 580,
580, 580, 580, 640, 640, 640, 640, 640, 640, 640, 460, 460,
460, 450, 450, 450, 450, 680, 680, 680, 680, 680, 680, 740,
740, 740, 740, 740, 740, 740, 740, 740, 740, 740, 550, 550,
550, 550, 550, 570, 570, 570, 570, 570, 570, 570, 720, 720,
720, 720, 720, 720, 720, 520, 520, 520, 520, 520, 520, 520,
530, 530, 530, 530, 530, 530, 530, 540, 540, 540, 540, 540,
540, 540, 550, 550), satmt25 = c(480, 480, 480, 480, 480,
480, 590, 590, 590, 590, 590, 590, 590, 470, 470, 470, 470,
470, 470, 470, 460, 460, 460, 460, 460, 460, 460, 400, 400,
400, 400, 400, 400, 400, 560, 560, 560, 560, 560, 560, 560,
600, 600, 600, 600, 600, 600, 600, 620, 620, 620, 620, 620,
620, 620, 560, 670, 670, 670, 670, 670, 570, 570, 570, 570,
570, 570, 570, 690, 610, 610, 610, 610, 610, 610, 610, 630,
630, 630, 630, 630, 630, 630, 660, 660, 660, 660, 660, 660,
660, 570, 570, 570, 570, 570, 570, 570, 660, 660, 420, 420,
420, 420, 420, 420, 420, 530, 530, 530, 530, 530, 530, 530,
550, 550, 550, 550, 550, 400, 400, 400, 400, 400, 400, 400,
370, 370, 370, 370, 680, 680, 680, 680, 680, 680, 680, 513,
513, 513, 513, 513, 513, 513, 323, 323, 323, 323, 323, 323,
323, 430, 430, 430, 430, 620, 680, 680, 680, 680, 680, 680,
680, 640, 640, 640, 640, 640, 400, 400, 400, 620, 620, 620,
620, 620, 620, 620, 680, 680, 680, 600, 650, 650, 650, 650,
650, 610, 610, 610, 610, 610, 630, 630, 630, 630, 630, 630,
630, 550, 550, 550, 550, 550, 550, 550, 499, 499, 499, 499,
710, 710, 710, 710, 710, 710, 710, 750, 750, 750, 750, 750,
750, 750, 690, 690, 690, 690, 690, 690, 690, 650, 650, 650,
650, 650, 650, 650, 660, 660, 660, 660, 660, 660, 660, 680,
680, 680, 680, 680, 680, 680, 610, 610, 610, 610, 610, 620,
620, 620, 620, 620, 400, 400, 450, 680, 680, 680, 680, 680,
680, 680, 710, 710, 710, 710, 710, 640, 640, 640, 640, 570,
570, 570, 570, 570, 570, 570, 620, 620, 680, 680, 680, 680,
680, 680, 520, 520, 520, 520, 520, 520, 530, 530, 530, 530,
530, 530, 530, 540, 540, 540, 540, 480, 480, 480, 480, 480,
480, 480, 430, 430, 430, 430, 430, 430, 430, 660, 660, 660,
660, 660, 660, 570, 570, 570, 570, 490, 490, 490, 490, 490,
490, 490, 450, 600, 520, 520, 520, 520, 520, 480, 480, 470,
470, 470, 470, 470, 470, 470, 540, 630, 630, 650, 650, 600,
600, 600, 600, 600, 600, 600, 690, 690, 690, 690, 690, 690,
420, 420, 420, 420, 420, 420, 610, 610, 610, 610, 610, 610,
610, 480, 480, 480, 480, 480, 480, 480, 670, 670, 670, 600,
600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600, 600,
620, 620, 620, 620, 620, 420, 420, 420, 420, 420, 420, 420,
450, 450, 450, 450, 450, 450, 620, 620, 620, 620, 620, 620,
620, 610, 610, 610, 610, 610, 610, 610, 620, 620, 620, 620,
700, 700, 700, 600, 600, 600, 650, 650, 650, 650, 650, 650,
610, 610, 610, 610, 640, 640, 640, 640, 640, 640, 570, 570,
690, 690, 690, 670, 670, 670, 670, 670, 670, 670, 620, 620,
620, 620, 620, 620, 620, 450, 450, 450, 450, 450, 450, 450,
490, 490, 490, 490, 490, 530, 530, 530, 530, 530, 530, 530,
380, 380, 380, 380, 380, 380, 380, 580, 580, 580, 580, 580,
580, 640, 640, 640, 640, 630, 630, 630, 630, 630, 630, 630,
460, 460, 460, 460, 460, 440, 440, 440, 440, 440, 440, 440,
630, 630, 630, 630, 630, 630, 630, 450, 450, 450, 450, 450,
450, 450, 420, 420, 420, 420, 420, 420, 420, 430, 430, 430,
430, 430, 430, 430, 460, 460), satmt75 = c(600, 600, 600,
600, 600, 600, 690, 690, 690, 690, 690, 690, 690, 580, 580,
580, 580, 580, 580, 580, 590, 590, 590, 590, 590, 590, 590,
530, 530, 530, 530, 530, 530, 530, 680, 680, 680, 680, 680,
680, 680, 760, 760, 760, 760, 760, 760, 760, 730, 730, 730,
730, 730, 730, 730, 690, 760, 760, 760, 760, 760, 680, 680,
680, 680, 680, 680, 680, 780, 720, 720, 720, 720, 720, 720,
720, 720, 720, 720, 720, 720, 720, 720, 740, 740, 740, 740,
740, 740, 740, 660, 660, 660, 660, 660, 660, 660, 750, 750,
520, 520, 520, 520, 520, 520, 520, 580, 580, 580, 580, 580,
580, 580, 640, 640, 640, 640, 640, 470, 470, 470, 470, 470,
470, 470, 470, 470, 470, 470, 770, 770, 770, 770, 770, 770,
770, 610, 610, 610, 610, 610, 610, 610, 448, 448, 448, 448,
448, 448, 448, 550, 550, 550, 550, 700, 750, 750, 750, 750,
750, 750, 750, 720, 720, 720, 720, 720, 470, 470, 470, 730,
730, 730, 730, 730, 730, 730, 770, 770, 770, 680, 740, 740,
740, 740, 740, 720, 720, 720, 720, 720, 760, 760, 760, 760,
760, 760, 760, 650, 650, 650, 650, 650, 650, 650, 639, 639,
639, 639, 800, 800, 800, 800, 800, 800, 800, 800, 800, 800,
800, 800, 800, 800, 770, 770, 770, 770, 770, 770, 770, 750,
750, 750, 750, 750, 750, 750, 780, 780, 780, 780, 780, 780,
780, 770, 770, 770, 770, 770, 770, 770, 710, 710, 710, 710,
710, 740, 740, 740, 740, 740, 460, 460, 548, 780, 780, 780,
780, 780, 780, 780, 800, 800, 800, 800, 800, 720, 720, 720,
720, 680, 680, 680, 680, 680, 680, 680, 710, 710, 780, 780,
780, 780, 780, 780, 620, 620, 620, 620, 620, 620, 640, 640,
640, 640, 640, 640, 640, 640, 640, 640, 640, 570, 570, 570,
570, 570, 570, 570, 510, 510, 510, 510, 510, 510, 510, 740,
740, 740, 740, 740, 740, 670, 670, 670, 670, 590, 590, 590,
590, 590, 590, 590, 540, 700, 610, 610, 610, 610, 610, 580,
580, 570, 570, 570, 570, 570, 570, 570, 650, 720, 720, 730,
730, 710, 710, 710, 710, 710, 710, 710, 790, 790, 790, 790,
790, 790, 530, 530, 530, 530, 530, 530, 710, 710, 710, 710,
710, 710, 710, 570, 570, 570, 570, 570, 570, 570, 760, 760,
760, 670, 670, 670, 670, 670, 670, 690, 690, 690, 690, 690,
690, 690, 715, 715, 715, 715, 715, 540, 540, 540, 540, 540,
540, 540, 560, 560, 560, 560, 560, 560, 720, 720, 720, 720,
720, 720, 720, 760, 760, 760, 760, 760, 760, 760, 720, 720,
720, 720, 790, 790, 790, 680, 680, 680, 740, 740, 740, 740,
740, 740, 700, 700, 700, 700, 740, 740, 740, 740, 740, 740,
670, 670, 780, 780, 780, 770, 770, 770, 770, 770, 770, 770,
710, 710, 710, 710, 710, 710, 710, 580, 580, 580, 580, 580,
580, 580, 600, 600, 600, 600, 600, 660, 660, 660, 660, 660,
660, 660, 480, 480, 480, 470, 470, 470, 470, 680, 680, 680,
680, 680, 680, 740, 740, 740, 740, 720, 720, 720, 720, 720,
720, 720, 540, 540, 540, 540, 540, 570, 570, 570, 570, 570,
570, 570, 740, 740, 740, 740, 740, 740, 740, 530, 530, 530,
530, 530, 530, 530, 520, 520, 520, 520, 520, 520, 520, 540,
540, 540, 540, 540, 540, 540, 560, 560), applfeeu = c(25,
25, 25, 25, 25, 25, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55,
55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55, 55,
55, 55, 55, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70,
70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 60, 60, 60, 60, 60,
65, 65, 65, 65, 65, 65, 65, 70, 60, 60, 60, 60, 60, 60, 60,
45, 45, 45, 45, 45, 45, 45, 55, 55, 55, 55, 55, 55, 55, 70,
70, 70, 70, 70, 70, 70, 75, 75, 30, 30, 30, 30, 30, 30, 30,
50, 50, 50, 50, 50, 50, 50, 30, 30, 30, 30, 30, 25, 25, 25,
25, 25, 25, 25, 30, 30, 30, 30, 75, 75, 75, 75, 75, 75, 75,
0, 0, 0, 0, 0, 0, 0, 30, 30, 30, 30, 30, 30, 30, 40, 40,
40, 40, 0, 60, 60, 60, 60, 60, 60, 60, 0, 0, 0, 0, 0, 50,
50, 50, 65, 65, 65, 65, 65, 65, 65, 60, 60, 60, 50, 70, 70,
70, 70, 70, 80, 80, 80, 80, 80, 75, 75, 75, 75, 75, 75, 75,
65, 65, 65, 65, 65, 65, 65, 50, 50, 50, 50, 75, 75, 75, 75,
75, 75, 75, 75, 75, 75, 75, 75, 75, 75, 70, 70, 70, 70, 70,
70, 70, 50, 50, 50, 50, 50, 50, 50, 65, 65, 65, 65, 65, 65,
65, 30, 30, 30, 30, 30, 30, 30, 40, 40, 40, 40, 40, 55, 55,
55, 55, 55, 15, 15, 0, 80, 80, 80, 80, 80, 80, 80, 65, 65,
65, 65, 65, 55, 55, 55, 55, 15, 15, 15, 15, 15, 15, 15, 65,
65, 75, 75, 75, 75, 75, 75, 65, 65, 65, 65, 65, 65, 65, 65,
65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65, 65,
65, 65, 65, 65, 65, 65, 65, 65, 70, 70, 70, 70, 70, 70, 65,
65, 65, 65, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50,
50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 50, 75, 0, 0, 70,
70, 50, 50, 50, 50, 50, 50, 50, 85, 85, 85, 85, 85, 85, 0,
0, 0, 0, 0, 0, 80, 80, 80, 80, 80, 80, 80, 55, 55, 55, 55,
55, 55, 55, 0, 0, 0, 40, 40, 40, 40, 40, 40, 0, 0, 0, 0,
0, 0, 0, 35, 35, 35, 35, 35, 20, 20, 20, 20, 20, 20, 20,
35, 35, 35, 35, 35, 35, 0, 0, 0, 0, 0, 0, 0, 50, 50, 50,
50, 50, 50, 50, 60, 60, 60, 60, 75, 75, 75, 60, 60, 60, 60,
60, 60, 60, 60, 60, 65, 65, 65, 65, 70, 70, 70, 70, 70, 70,
50, 50, 75, 75, 75, 60, 60, 60, 60, 60, 60, 60, 80, 80, 80,
80, 80, 80, 80, 25, 25, 25, 25, 25, 25, 25, 50, 50, 50, 50,
50, 0, 0, 0, 0, 0, 0, 0, 25, 25, 25, 42, 42, 42, 42, 35,
35, 35, 35, 35, 35, 65, 65, 65, 65, 70, 70, 70, 70, 70, 70,
70, 35, 35, 35, 35, 35, 40, 40, 40, 40, 40, 40, 40, 70, 70,
70, 70, 70, 70, 70, 0, 0, 0, 0, 0, 0, 0, 25, 25, 25, 25,
25, 25, 25, 55, 55, 55, 55, 55, 55, 55, 50, 50), ft_ug = c(1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1), enrlt = c(431, 431, 431, 431, 431, 431, 3635,
3635, 3635, 3635, 3635, 3635, 3635, 4526, 4526, 4526, 4526,
4526, 4526, 4526, 4276, 4276, 4276, 4276, 4276, 4276, 4276,
4149, 4149, 4149, 4149, 4149, 4149, 4149, 5208, 5208, 5208,
5208, 5208, 5208, 5208, 5620, 5620, 5620, 5620, 5620, 5620,
5620, 4575, 4575, 4575, 4575, 4575, 4575, 4575, 4741, 337,
337, 337, 337, 337, 784, 784, 784, 784, 784, 784, 784, 397,
522, 522, 522, 522, 522, 522, 522, 949, 949, 949, 949, 949,
949, 949, 752, 752, 752, 752, 752, 752, 752, 1627, 1627,
1627, 1627, 1627, 1627, 1627, 1570, 1570, 576, 576, 576,
576, 576, 576, 576, 708, 708, 708, 708, 708, 708, 708, 3904,
3904, 3904, 3904, 3904, 501, 501, 501, 501, 501, 501, 501,
1148, 1148, 1148, 1148, 2070, 2070, 2070, 2070, 2070, 2070,
2070, 397, 397, 397, 397, 397, 397, 397, 506, 506, 506, 506,
506, 506, 506, 2107, 2107, 2107, 2107, 1609, 497, 497, 497,
497, 497, 497, 497, 483, 483, 483, 483, 483, 446, 446, 446,
4020, 4020, 4020, 4020, 4020, 4020, 4020, 466, 466, 466,
974, 2215, 2215, 2215, 2215, 2215, 3877, 3877, 3877, 3877,
3877, 833, 833, 833, 833, 833, 833, 833, 863, 863, 863, 863,
863, 863, 863, 481, 481, 481, 481, 1659, 1659, 1659, 1659,
1659, 1659, 1659, 1115, 1115, 1115, 1115, 1115, 1115, 1115,
1314, 1314, 1314, 1314, 1314, 1314, 1314, 595, 595, 595,
595, 595, 595, 595, 547, 547, 547, 547, 547, 547, 547, 527,
527, 527, 527, 527, 527, 527, 555, 555, 555, 555, 555, 5544,
5544, 5544, 5544, 5544, 415, 415, 357, 1098, 1098, 1098,
1098, 1098, 1098, 1098, 1285, 1285, 1285, 1285, 1285, 622,
622, 622, 622, 318, 318, 318, 318, 318, 318, 318, 580, 580,
3223, 3223, 3223, 3223, 3223, 3223, 1148, 1148, 1148, 1148,
1148, 1148, 1397, 1397, 1397, 1397, 1397, 1397, 1397, 1971,
1971, 1971, 1971, 551, 551, 551, 551, 551, 551, 551, 1111,
1111, 1111, 1111, 1111, 1111, 1111, 491, 491, 491, 491, 491,
491, 660, 660, 660, 660, 1085, 1085, 1085, 1085, 1085, 1085,
1085, 1324, 997, 1119, 1119, 1119, 1119, 1119, 775, 775,
954, 954, 954, 954, 954, 954, 954, 3487, 559, 559, 666, 666,
483, 483, 483, 483, 483, 483, 483, 1714, 1714, 1714, 1714,
1714, 1714, 333, 333, 333, 333, 333, 333, 3915, 3915, 3915,
3915, 3915, 3915, 3915, 1558, 1558, 1558, 1558, 1558, 1558,
1558, 1252, 1252, 1252, 582, 582, 582, 582, 582, 582, 483,
483, 483, 483, 483, 483, 483, 781, 781, 781, 781, 781, 1313,
1313, 1313, 1313, 1313, 1313, 1313, 399, 399, 399, 399, 399,
399, 354, 354, 354, 354, 354, 354, 354, 365, 365, 365, 365,
365, 365, 365, 933, 933, 933, 933, 1442, 1442, 1442, 703,
703, 703, 330, 330, 330, 330, 330, 330, 635, 635, 635, 635,
1198, 1198, 1198, 1198, 1198, 1198, 579, 579, 2421, 2421,
2421, 388, 388, 388, 388, 388, 388, 388, 1659, 1659, 1659,
1659, 1659, 1659, 1659, 490, 490, 490, 490, 490, 490, 490,
1030, 1030, 1030, 1030, 1030, 335, 335, 335, 335, 335, 335,
335, 1464, 1464, 1464, 1110, 1110, 1110, 1110, 4427, 4427,
4427, 4427, 4427, 4427, 598, 598, 598, 598, 1479, 1479, 1479,
1479, 1479, 1479, 1479, 1004, 1004, 1004, 1004, 1004, 4690,
4690, 4690, 4690, 4690, 4690, 4690, 3520, 3520, 3520, 3520,
3520, 3520, 3520, 438, 438, 438, 438, 438, 438, 438, 529,
529, 529, 529, 529, 529, 529, 902, 902, 902, 902, 902, 902,
902, 730, 730), applcn = c(6596, 6596, 6596, 6596, 6596,
6596, 36941, 36941, 36941, 36941, 36941, 36941, 36941, 38909,
38909, 38909, 38909, 38909, 38909, 38909, 55019, 55019, 55019,
55019, 55019, 55019, 55019, 29339, 29339, 29339, 29339, 29339,
29339, 29339, 49820, 49820, 49820, 49820, 49820, 49820, 49820,
72676, 72676, 72676, 72676, 72676, 72676, 72676, 60832, 60832,
60832, 60832, 60832, 60832, 60832, 55258, 5518, 5518, 5518,
5518, 5518, 9721, 9721, 9721, 9721, 9721, 9721, 9721, 7153,
5780, 5780, 5780, 5780, 5780, 5780, 5780, 11682, 11682, 11682,
11682, 11682, 11682, 11682, 10046, 10046, 10046, 10046, 10046,
10046, 10046, 17545, 17545, 17545, 17545, 17545, 17545, 17545,
20115, 20115, 7845, 7845, 7845, 7845, 7845, 7845, 7845, 5396,
5396, 5396, 5396, 5396, 5396, 5396, 28512, 28512, 28512,
28512, 28512, 8250, 8250, 8250, 8250, 8250, 8250, 8250, 2981,
2981, 2981, 2981, 17647, 17647, 17647, 17647, 17647, 17647,
17647, 1620, 1620, 1620, 1620, 1620, 1620, 1620, 6399, 6399,
6399, 6399, 6399, 6399, 6399, 7064, 7064, 7064, 7064, 30122,
7052, 7052, 7052, 7052, 7052, 7052, 7052, 5407, 5407, 5407,
5407, 5407, 5980, 5980, 5980, 26247, 26247, 26247, 26247,
26247, 26247, 26247, 7927, 7927, 7927, 7493, 24538, 24538,
24538, 24538, 24538, 44006, 44006, 44006, 44006, 44006, 9496,
9496, 9496, 9496, 9496, 9496, 9496, 8198, 8198, 8198, 8198,
8198, 8198, 8198, 4009, 4009, 4009, 4009, 35023, 35023, 35023,
35023, 35023, 35023, 35023, 18989, 18989, 18989, 18989, 18989,
18989, 18989, 18419, 18419, 18419, 18419, 18419, 18419, 18419,
4765, 4765, 4765, 4765, 4765, 4765, 4765, 7069, 7069, 7069,
7069, 7069, 7069, 7069, 7045, 7045, 7045, 7045, 7045, 7045,
7045, 6683, 6683, 6683, 6683, 6683, 43048, 43048, 43048,
43048, 43048, 2164, 2164, 3006, 23110, 23110, 23110, 23110,
23110, 23110, 23110, 26499, 26499, 26499, 26499, 26499, 4977,
4977, 4977, 4977, 1088, 1088, 1088, 1088, 1088, 1088, 1088,
5606, 5606, 39999, 39999, 39999, 39999, 39999, 39999, 19843,
19843, 19843, 19843, 19843, 19843, 22171, 22171, 22171, 22171,
22171, 22171, 22171, 30758, 30758, 30758, 30758, 15518, 15518,
15518, 15518, 15518, 15518, 15518, 13319, 13319, 13319, 13319,
13319, 13319, 13319, 5017, 5017, 5017, 5017, 5017, 5017,
8285, 8285, 8285, 8285, 8570, 8570, 8570, 8570, 8570, 8570,
8570, 11256, 9164, 12892, 12892, 12892, 12892, 12892, 8405,
8405, 8193, 8193, 8193, 8193, 8193, 8193, 8193, 28269, 5725,
5725, 7597, 7597, 4745, 4745, 4745, 4745, 4745, 4745, 4745,
30374, 30374, 30374, 30374, 30374, 30374, 2117, 2117, 2117,
2117, 2117, 2117, 28437, 28437, 28437, 28437, 28437, 28437,
28437, 15231, 15231, 15231, 15231, 15231, 15231, 15231, 18418,
18418, 18418, 4770, 4770, 4770, 4770, 4770, 4770, 4054, 4054,
4054, 4054, 4054, 4054, 4054, 7438, 7438, 7438, 7438, 7438,
5228, 5228, 5228, 5228, 5228, 5228, 5228, 1417, 1417, 1417,
1417, 1417, 1417, 2893, 2893, 2893, 2893, 2893, 2893, 2893,
2708, 2708, 2708, 2708, 2708, 2708, 2708, 7947, 7947, 7947,
7947, 18884, 18884, 18884, 5453, 5453, 5453, 3585, 3585,
3585, 3585, 3585, 3585, 6766, 6766, 6766, 6766, 12589, 12589,
12589, 12589, 12589, 12589, 5152, 5152, 31282, 31282, 31282,
6615, 6615, 6615, 6615, 6615, 6615, 6615, 14966, 14966, 14966,
14966, 14966, 14966, 14966, 2313, 2313, 2313, 2313, 2313,
2313, 2313, 10188, 10188, 10188, 10188, 10188, 1810, 1810,
1810, 1810, 1810, 1810, 1810, 10747, 10747, 10747, 9746,
9746, 9746, 9746, 11423, 11423, 11423, 11423, 11423, 11423,
8847, 8847, 8847, 8847, 14046, 14046, 14046, 14046, 14046,
14046, 14046, 15337, 15337, 15337, 15337, 15337, 48054, 48054,
48054, 48054, 48054, 48054, 48054, 28984, 28984, 28984, 28984,
28984, 28984, 28984, 4892, 4892, 4892, 4892, 4892, 4892,
4892, 2698, 2698, 2698, 2698, 2698, 2698, 2698, 12562, 12562,
12562, 12562, 12562, 12562, 12562, 8545, 8545), admssn = c(3052,
3052, 3052, 3052, 3052, 3052, 11537, 11537, 11537, 11537,
11537, 11537, 11537, 17817, 17817, 17817, 17817, 17817, 17817,
17817, 16956, 16956, 16956, 16956, 16956, 16956, 16956, 13566,
13566, 13566, 13566, 13566, 13566, 13566, 22526, 22526, 22526,
22526, 22526, 22526, 22526, 15981, 15981, 15981, 15981, 15981,
15981, 15981, 22812, 22812, 22812, 22812, 22812, 22812, 22812,
24556, 647, 647, 647, 647, 647, 3630, 3630, 3630, 3630, 3630,
3630, 3630, 996, 1288, 1288, 1288, 1288, 1288, 1288, 1288,
4373, 4373, 4373, 4373, 4373, 4373, 4373, 2102, 2102, 2102,
2102, 2102, 2102, 2102, 7566, 7566, 7566, 7566, 7566, 7566,
7566, 3413, 3413, 3670, 3670, 3670, 3670, 3670, 3670, 3670,
2691, 2691, 2691, 2691, 2691, 2691, 2691, 12900, 12900, 12900,
12900, 12900, 1643, 1643, 1643, 1643, 1643, 1643, 1643, 1350,
1350, 1350, 1350, 3936, 3936, 3936, 3936, 3936, 3936, 3936,
551, 551, 551, 551, 551, 551, 551, 2415, 2415, 2415, 2415,
2415, 2415, 2415, 3299, 3299, 3299, 3299, 7961, 1054, 1054,
1054, 1054, 1054, 1054, 1054, 1408, 1408, 1408, 1408, 1408,
2123, 2123, 2123, 12333, 12333, 12333, 12333, 12333, 12333,
12333, 1132, 1132, 1132, 3281, 7905, 7905, 7905, 7905, 7905,
20071, 20071, 20071, 20071, 20071, 3517, 3517, 3517, 3517,
3517, 3517, 3517, 3933, 3933, 3933, 3933, 3933, 3933, 3933,
1657, 1657, 1657, 1657, 2047, 2047, 2047, 2047, 2047, 2047,
2047, 1548, 1548, 1548, 1548, 1548, 1548, 1548, 3471, 3471,
3471, 3471, 3471, 3471, 3471, 1387, 1387, 1387, 1387, 1387,
1387, 1387, 1203, 1203, 1203, 1203, 1203, 1203, 1203, 1476,
1476, 1476, 1476, 1476, 1476, 1476, 2283, 2283, 2283, 2283,
2283, 19121, 19121, 19121, 19121, 19121, 480, 480, 391, 2260,
2260, 2260, 2260, 2260, 2260, 2260, 1963, 1963, 1963, 1963,
1963, 1899, 1899, 1899, 1899, 450, 450, 450, 450, 450, 450,
450, 1151, 1151, 6222, 6222, 6222, 6222, 6222, 6222, 6346,
6346, 6346, 6346, 6346, 6346, 7560, 7560, 7560, 7560, 7560,
7560, 7560, 9140, 9140, 9140, 9140, 3612, 3612, 3612, 3612,
3612, 3612, 3612, 4675, 4675, 4675, 4675, 4675, 4675, 4675,
1364, 1364, 1364, 1364, 1364, 1364, 2904, 2904, 2904, 2904,
4091, 4091, 4091, 4091, 4091, 4091, 4091, 5463, 4184, 5620,
5620, 5620, 5620, 5620, 2790, 2790, 3739, 3739, 3739, 3739,
3739, 3739, 3739, 13990, 2134, 2134, 1832, 1832, 1215, 1215,
1215, 1215, 1215, 1215, 1215, 4077, 4077, 4077, 4077, 4077,
4077, 1054, 1054, 1054, 1054, 1054, 1054, 7847, 7847, 7847,
7847, 7847, 7847, 7847, 5736, 5736, 5736, 5736, 5736, 5736,
5736, 7713, 7713, 7713, 2193, 2193, 2193, 2193, 2193, 2193,
1556, 1556, 1556, 1556, 1556, 1556, 1556, 2262, 2262, 2262,
2262, 2262, 2016, 2016, 2016, 2016, 2016, 2016, 2016, 617,
617, 617, 617, 617, 617, 1404, 1404, 1404, 1404, 1404, 1404,
1404, 1081, 1081, 1081, 1081, 1081, 1081, 1081, 2345, 2345,
2345, 2345, 4813, 4813, 4813, 2270, 2270, 2270, 842, 842,
842, 842, 842, 842, 2310, 2310, 2310, 2310, 3882, 3882, 3882,
3882, 3882, 3882, 2378, 2378, 3830, 3830, 3830, 947, 947,
947, 947, 947, 947, 947, 7319, 7319, 7319, 7319, 7319, 7319,
7319, 885, 885, 885, 885, 885, 885, 885, 4986, 4986, 4986,
4986, 4986, 736, 736, 736, 736, 736, 736, 736, 4548, 4548,
4548, 4389, 4389, 4389, 4389, 5645, 5645, 5645, 5645, 5645,
5645, 1518, 1518, 1518, 1518, 4665, 4665, 4665, 4665, 4665,
4665, 4665, 5529, 5529, 5529, 5529, 5529, 10405, 10405, 10405,
10405, 10405, 10405, 10405, 8691, 8691, 8691, 8691, 8691,
8691, 8691, 2114, 2114, 2114, 2114, 2114, 2114, 2114, 1233,
1233, 1233, 1233, 1233, 1233, 1233, 5577, 5577, 5577, 5577,
5577, 5577, 5577, 3506, 3506), admit_rate = c(0.462704669496665,
0.462704669496665, 0.462704669496665, 0.462704669496665,
0.462704669496665, 0.462704669496665, 0.312308816761864,
0.312308816761864, 0.312308816761864, 0.312308816761864,
0.312308816761864, 0.312308816761864, 0.312308816761864,
0.457914621295844, 0.457914621295844, 0.457914621295844,
0.457914621295844, 0.457914621295844, 0.457914621295844,
0.457914621295844, 0.308184445373416, 0.308184445373416,
0.308184445373416, 0.308184445373416, 0.308184445373416,
0.308184445373416, 0.308184445373416, 0.462387947782815,
0.462387947782815, 0.462387947782815, 0.462387947782815,
0.462387947782815, 0.462387947782815, 0.462387947782815,
0.452147731834605, 0.452147731834605, 0.452147731834605,
0.452147731834605, 0.452147731834605, 0.452147731834605,
0.452147731834605, 0.219893775111454, 0.219893775111454,
0.219893775111454, 0.219893775111454, 0.219893775111454,
0.219893775111454, 0.219893775111454, 0.375, 0.375, 0.375,
0.375, 0.375, 0.375, 0.375, 0.444388142893337, 0.117252627763682,
0.117252627763682, 0.117252627763682, 0.117252627763682,
0.117252627763682, 0.373418372595412, 0.373418372595412,
0.373418372595412, 0.373418372595412, 0.373418372595412,
0.373418372595412, 0.373418372595412, 0.139242275968125,
0.222837370242215, 0.222837370242215, 0.222837370242215,
0.222837370242215, 0.222837370242215, 0.222837370242215,
0.222837370242215, 0.374336586200993, 0.374336586200993,
0.374336586200993, 0.374336586200993, 0.374336586200993,
0.374336586200993, 0.374336586200993, 0.209237507465658,
0.209237507465658, 0.209237507465658, 0.209237507465658,
0.209237507465658, 0.209237507465658, 0.209237507465658,
0.431233969791964, 0.431233969791964, 0.431233969791964,
0.431233969791964, 0.431233969791964, 0.431233969791964,
0.431233969791964, 0.169674372358936, 0.169674372358936,
0.467813894200127, 0.467813894200127, 0.467813894200127,
0.467813894200127, 0.467813894200127, 0.467813894200127,
0.467813894200127, 0.498702742772424, 0.498702742772424,
0.498702742772424, 0.498702742772424, 0.498702742772424,
0.498702742772424, 0.498702742772424, 0.452441077441077,
0.452441077441077, 0.452441077441077, 0.452441077441077,
0.452441077441077, 0.199151515151515, 0.199151515151515,
0.199151515151515, 0.199151515151515, 0.199151515151515,
0.199151515151515, 0.199151515151515, 0.452868165045287,
0.452868165045287, 0.452868165045287, 0.452868165045287,
0.223040743469145, 0.223040743469145, 0.223040743469145,
0.223040743469145, 0.223040743469145, 0.223040743469145,
0.223040743469145, 0.340123456790123, 0.340123456790123,
0.340123456790123, 0.340123456790123, 0.340123456790123,
0.340123456790123, 0.340123456790123, 0.377402719174871,
0.377402719174871, 0.377402719174871, 0.377402719174871,
0.377402719174871, 0.377402719174871, 0.377402719174871,
0.467015855039638, 0.467015855039638, 0.467015855039638,
0.467015855039638, 0.264291879689264, 0.149461145774248,
0.149461145774248, 0.149461145774248, 0.149461145774248,
0.149461145774248, 0.149461145774248, 0.149461145774248,
0.260403181061587, 0.260403181061587, 0.260403181061587,
0.260403181061587, 0.260403181061587, 0.355016722408027,
0.355016722408027, 0.355016722408027, 0.469882272259687,
0.469882272259687, 0.469882272259687, 0.469882272259687,
0.469882272259687, 0.469882272259687, 0.469882272259687,
0.142803078087549, 0.142803078087549, 0.142803078087549,
0.437875350326972, 0.322153394734697, 0.322153394734697,
0.322153394734697, 0.322153394734697, 0.322153394734697,
0.456096895877835, 0.456096895877835, 0.456096895877835,
0.456096895877835, 0.456096895877835, 0.370366470092671,
0.370366470092671, 0.370366470092671, 0.370366470092671,
0.370366470092671, 0.370366470092671, 0.370366470092671,
0.479751158819224, 0.479751158819224, 0.479751158819224,
0.479751158819224, 0.479751158819224, 0.479751158819224,
0.479751158819224, 0.413320029932652, 0.413320029932652,
0.413320029932652, 0.413320029932652, 0.0584473060560203,
0.0584473060560203, 0.0584473060560203, 0.0584473060560203,
0.0584473060560203, 0.0584473060560203, 0.0584473060560203,
0.0815208805097688, 0.0815208805097688, 0.0815208805097688,
0.0815208805097688, 0.0815208805097688, 0.0815208805097688,
0.0815208805097688, 0.188446712633693, 0.188446712633693,
0.188446712633693, 0.188446712633693, 0.188446712633693,
0.188446712633693, 0.188446712633693, 0.291080797481637,
0.291080797481637, 0.291080797481637, 0.291080797481637,
0.291080797481637, 0.291080797481637, 0.291080797481637,
0.170179657660207, 0.170179657660207, 0.170179657660207,
0.170179657660207, 0.170179657660207, 0.170179657660207,
0.170179657660207, 0.209510290986515, 0.209510290986515,
0.209510290986515, 0.209510290986515, 0.209510290986515,
0.209510290986515, 0.209510290986515, 0.341613048032321,
0.341613048032321, 0.341613048032321, 0.341613048032321,
0.341613048032321, 0.4441785913399, 0.4441785913399, 0.4441785913399,
0.4441785913399, 0.4441785913399, 0.22181146025878, 0.22181146025878,
0.130073186959414, 0.0977931631328429, 0.0977931631328429,
0.0977931631328429, 0.0977931631328429, 0.0977931631328429,
0.0977931631328429, 0.0977931631328429, 0.074078267104419,
0.074078267104419, 0.074078267104419, 0.074078267104419,
0.074078267104419, 0.381555153707052, 0.381555153707052,
0.381555153707052, 0.381555153707052, 0.413602941176471,
0.413602941176471, 0.413602941176471, 0.413602941176471,
0.413602941176471, 0.413602941176471, 0.413602941176471,
0.205315733143061, 0.205315733143061, 0.155553888847221,
0.155553888847221, 0.155553888847221, 0.155553888847221,
0.155553888847221, 0.155553888847221, 0.319810512523308,
0.319810512523308, 0.319810512523308, 0.319810512523308,
0.319810512523308, 0.319810512523308, 0.340985972666997,
0.340985972666997, 0.340985972666997, 0.340985972666997,
0.340985972666997, 0.340985972666997, 0.340985972666997,
0.297158462838936, 0.297158462838936, 0.297158462838936,
0.297158462838936, 0.232761953860034, 0.232761953860034,
0.232761953860034, 0.232761953860034, 0.232761953860034,
0.232761953860034, 0.232761953860034, 0.351002327502065,
0.351002327502065, 0.351002327502065, 0.351002327502065,
0.351002327502065, 0.351002327502065, 0.351002327502065,
0.271875622882201, 0.271875622882201, 0.271875622882201,
0.271875622882201, 0.271875622882201, 0.271875622882201,
0.350512975256488, 0.350512975256488, 0.350512975256488,
0.350512975256488, 0.477362893815636, 0.477362893815636,
0.477362893815636, 0.477362893815636, 0.477362893815636,
0.477362893815636, 0.477362893815636, 0.485341151385927,
0.456569183762549, 0.435929258454856, 0.435929258454856,
0.435929258454856, 0.435929258454856, 0.435929258454856,
0.331945270672219, 0.331945270672219, 0.456365189796167,
0.456365189796167, 0.456365189796167, 0.456365189796167,
0.456365189796167, 0.456365189796167, 0.456365189796167,
0.494888393646751, 0.372751091703057, 0.372751091703057,
0.24114782150849, 0.24114782150849, 0.256059009483667, 0.256059009483667,
0.256059009483667, 0.256059009483667, 0.256059009483667,
0.256059009483667, 0.256059009483667, 0.134226641206295,
0.134226641206295, 0.134226641206295, 0.134226641206295,
0.134226641206295, 0.134226641206295, 0.497874350495985,
0.497874350495985, 0.497874350495985, 0.497874350495985,
0.497874350495985, 0.497874350495985, 0.275943313289025,
0.275943313289025, 0.275943313289025, 0.275943313289025,
0.275943313289025, 0.275943313289025, 0.275943313289025,
0.376600354540083, 0.376600354540083, 0.376600354540083,
0.376600354540083, 0.376600354540083, 0.376600354540083,
0.376600354540083, 0.418775111304159, 0.418775111304159,
0.418775111304159, 0.459748427672956, 0.459748427672956,
0.459748427672956, 0.459748427672956, 0.459748427672956,
0.459748427672956, 0.383818450912679, 0.383818450912679,
0.383818450912679, 0.383818450912679, 0.383818450912679,
0.383818450912679, 0.383818450912679, 0.304114009142243,
0.304114009142243, 0.304114009142243, 0.304114009142243,
0.304114009142243, 0.385615914307575, 0.385615914307575,
0.385615914307575, 0.385615914307575, 0.385615914307575,
0.385615914307575, 0.385615914307575, 0.435426958362738,
0.435426958362738, 0.435426958362738, 0.435426958362738,
0.435426958362738, 0.435426958362738, 0.485309367438645,
0.485309367438645, 0.485309367438645, 0.485309367438645,
0.485309367438645, 0.485309367438645, 0.485309367438645,
0.399187592319055, 0.399187592319055, 0.399187592319055,
0.399187592319055, 0.399187592319055, 0.399187592319055,
0.399187592319055, 0.295079904366428, 0.295079904366428,
0.295079904366428, 0.295079904366428, 0.254871849184495,
0.254871849184495, 0.254871849184495, 0.416284613973959,
0.416284613973959, 0.416284613973959, 0.23486750348675, 0.23486750348675,
0.23486750348675, 0.23486750348675, 0.23486750348675, 0.23486750348675,
0.341412947088383, 0.341412947088383, 0.341412947088383,
0.341412947088383, 0.308364445150528, 0.308364445150528,
0.308364445150528, 0.308364445150528, 0.308364445150528,
0.308364445150528, 0.461568322981366, 0.461568322981366,
0.122434626942011, 0.122434626942011, 0.122434626942011,
0.143159486016629, 0.143159486016629, 0.143159486016629,
0.143159486016629, 0.143159486016629, 0.143159486016629,
0.143159486016629, 0.489041828143793, 0.489041828143793,
0.489041828143793, 0.489041828143793, 0.489041828143793,
0.489041828143793, 0.489041828143793, 0.382619974059663,
0.382619974059663, 0.382619974059663, 0.382619974059663,
0.382619974059663, 0.382619974059663, 0.382619974059663,
0.489399293286219, 0.489399293286219, 0.489399293286219,
0.489399293286219, 0.489399293286219, 0.406629834254144,
0.406629834254144, 0.406629834254144, 0.406629834254144,
0.406629834254144, 0.406629834254144, 0.406629834254144,
0.423187866381316, 0.423187866381316, 0.423187866381316,
0.450338600451467, 0.450338600451467, 0.450338600451467,
0.450338600451467, 0.494178411975838, 0.494178411975838,
0.494178411975838, 0.494178411975838, 0.494178411975838,
0.494178411975838, 0.171583587656833, 0.171583587656833,
0.171583587656833, 0.171583587656833, 0.332123024348569,
0.332123024348569, 0.332123024348569, 0.332123024348569,
0.332123024348569, 0.332123024348569, 0.332123024348569,
0.360500749820695, 0.360500749820695, 0.360500749820695,
0.360500749820695, 0.360500749820695, 0.216527240188122,
0.216527240188122, 0.216527240188122, 0.216527240188122,
0.216527240188122, 0.216527240188122, 0.216527240188122,
0.299855092464808, 0.299855092464808, 0.299855092464808,
0.299855092464808, 0.299855092464808, 0.299855092464808,
0.299855092464808, 0.432134096484056, 0.432134096484056,
0.432134096484056, 0.432134096484056, 0.432134096484056,
0.432134096484056, 0.432134096484056, 0.45700518902891, 0.45700518902891,
0.45700518902891, 0.45700518902891, 0.45700518902891, 0.45700518902891,
0.45700518902891, 0.443957968476357, 0.443957968476357, 0.443957968476357,
0.443957968476357, 0.443957968476357, 0.443957968476357,
0.443957968476357, 0.41029842012873, 0.41029842012873), apps_per_enroll = c(15.3039443155452,
15.3039443155452, 15.3039443155452, 15.3039443155452, 15.3039443155452,
15.3039443155452, 10.1625859697387, 10.1625859697387, 10.1625859697387,
10.1625859697387, 10.1625859697387, 10.1625859697387, 10.1625859697387,
8.59677419354839, 8.59677419354839, 8.59677419354839, 8.59677419354839,
8.59677419354839, 8.59677419354839, 8.59677419354839, 12.8669317118803,
12.8669317118803, 12.8669317118803, 12.8669317118803, 12.8669317118803,
12.8669317118803, 12.8669317118803, 7.07134249216679, 7.07134249216679,
7.07134249216679, 7.07134249216679, 7.07134249216679, 7.07134249216679,
7.07134249216679, 9.56605222734255, 9.56605222734255, 9.56605222734255,
9.56605222734255, 9.56605222734255, 9.56605222734255, 9.56605222734255,
12.9316725978648, 12.9316725978648, 12.9316725978648, 12.9316725978648,
12.9316725978648, 12.9316725978648, 12.9316725978648, 13.2966120218579,
13.2966120218579, 13.2966120218579, 13.2966120218579, 13.2966120218579,
13.2966120218579, 13.2966120218579, 11.6553469732124, 16.3738872403561,
16.3738872403561, 16.3738872403561, 16.3738872403561, 16.3738872403561,
12.3992346938776, 12.3992346938776, 12.3992346938776, 12.3992346938776,
12.3992346938776, 12.3992346938776, 12.3992346938776, 18.0176322418136,
11.0727969348659, 11.0727969348659, 11.0727969348659, 11.0727969348659,
11.0727969348659, 11.0727969348659, 11.0727969348659, 12.3097997892518,
12.3097997892518, 12.3097997892518, 12.3097997892518, 12.3097997892518,
12.3097997892518, 12.3097997892518, 13.3590425531915, 13.3590425531915,
13.3590425531915, 13.3590425531915, 13.3590425531915, 13.3590425531915,
13.3590425531915, 10.7836508912108, 10.7836508912108, 10.7836508912108,
10.7836508912108, 10.7836508912108, 10.7836508912108, 10.7836508912108,
12.812101910828, 12.812101910828, 13.6197916666667, 13.6197916666667,
13.6197916666667, 13.6197916666667, 13.6197916666667, 13.6197916666667,
13.6197916666667, 7.62146892655367, 7.62146892655367, 7.62146892655367,
7.62146892655367, 7.62146892655367, 7.62146892655367, 7.62146892655367,
7.30327868852459, 7.30327868852459, 7.30327868852459, 7.30327868852459,
7.30327868852459, 16.4670658682635, 16.4670658682635, 16.4670658682635,
16.4670658682635, 16.4670658682635, 16.4670658682635, 16.4670658682635,
2.59668989547038, 2.59668989547038, 2.59668989547038, 2.59668989547038,
8.52512077294686, 8.52512077294686, 8.52512077294686, 8.52512077294686,
8.52512077294686, 8.52512077294686, 8.52512077294686, 4.08060453400504,
4.08060453400504, 4.08060453400504, 4.08060453400504, 4.08060453400504,
4.08060453400504, 4.08060453400504, 12.6462450592885, 12.6462450592885,
12.6462450592885, 12.6462450592885, 12.6462450592885, 12.6462450592885,
12.6462450592885, 3.35263407688657, 3.35263407688657, 3.35263407688657,
3.35263407688657, 18.7209446861405, 14.1891348088531, 14.1891348088531,
14.1891348088531, 14.1891348088531, 14.1891348088531, 14.1891348088531,
14.1891348088531, 11.1946169772257, 11.1946169772257, 11.1946169772257,
11.1946169772257, 11.1946169772257, 13.4080717488789, 13.4080717488789,
13.4080717488789, 6.52910447761194, 6.52910447761194, 6.52910447761194,
6.52910447761194, 6.52910447761194, 6.52910447761194, 6.52910447761194,
17.0107296137339, 17.0107296137339, 17.0107296137339, 7.69301848049281,
11.0781038374718, 11.0781038374718, 11.0781038374718, 11.0781038374718,
11.0781038374718, 11.35052875935, 11.35052875935, 11.35052875935,
11.35052875935, 11.35052875935, 11.3997599039616, 11.3997599039616,
11.3997599039616, 11.3997599039616, 11.3997599039616, 11.3997599039616,
11.3997599039616, 9.49942062572422, 9.49942062572422, 9.49942062572422,
9.49942062572422, 9.49942062572422, 9.49942062572422, 9.49942062572422,
8.33471933471933, 8.33471933471933, 8.33471933471933, 8.33471933471933,
21.1109101868596, 21.1109101868596, 21.1109101868596, 21.1109101868596,
21.1109101868596, 21.1109101868596, 21.1109101868596, 17.0304932735426,
17.0304932735426, 17.0304932735426, 17.0304932735426, 17.0304932735426,
17.0304932735426, 17.0304932735426, 14.017503805175, 14.017503805175,
14.017503805175, 14.017503805175, 14.017503805175, 14.017503805175,
14.017503805175, 8.00840336134454, 8.00840336134454, 8.00840336134454,
8.00840336134454, 8.00840336134454, 8.00840336134454, 8.00840336134454,
12.9232175502742, 12.9232175502742, 12.9232175502742, 12.9232175502742,
12.9232175502742, 12.9232175502742, 12.9232175502742, 13.3681214421252,
13.3681214421252, 13.3681214421252, 13.3681214421252, 13.3681214421252,
13.3681214421252, 13.3681214421252, 12.0414414414414, 12.0414414414414,
12.0414414414414, 12.0414414414414, 12.0414414414414, 7.76479076479076,
7.76479076479076, 7.76479076479076, 7.76479076479076, 7.76479076479076,
5.2144578313253, 5.2144578313253, 8.42016806722689, 21.0473588342441,
21.0473588342441, 21.0473588342441, 21.0473588342441, 21.0473588342441,
21.0473588342441, 21.0473588342441, 20.6217898832685, 20.6217898832685,
20.6217898832685, 20.6217898832685, 20.6217898832685, 8.0016077170418,
8.0016077170418, 8.0016077170418, 8.0016077170418, 3.42138364779874,
3.42138364779874, 3.42138364779874, 3.42138364779874, 3.42138364779874,
3.42138364779874, 3.42138364779874, 9.66551724137931, 9.66551724137931,
12.4104871237977, 12.4104871237977, 12.4104871237977, 12.4104871237977,
12.4104871237977, 12.4104871237977, 17.2848432055749, 17.2848432055749,
17.2848432055749, 17.2848432055749, 17.2848432055749, 17.2848432055749,
15.8704366499642, 15.8704366499642, 15.8704366499642, 15.8704366499642,
15.8704366499642, 15.8704366499642, 15.8704366499642, 15.6052765093861,
15.6052765093861, 15.6052765093861, 15.6052765093861, 28.1633393829401,
28.1633393829401, 28.1633393829401, 28.1633393829401, 28.1633393829401,
28.1633393829401, 28.1633393829401, 11.988298829883, 11.988298829883,
11.988298829883, 11.988298829883, 11.988298829883, 11.988298829883,
11.988298829883, 10.2179226069246, 10.2179226069246, 10.2179226069246,
10.2179226069246, 10.2179226069246, 10.2179226069246, 12.5530303030303,
12.5530303030303, 12.5530303030303, 12.5530303030303, 7.89861751152074,
7.89861751152074, 7.89861751152074, 7.89861751152074, 7.89861751152074,
7.89861751152074, 7.89861751152074, 8.50151057401813, 9.19157472417252,
11.521000893655, 11.521000893655, 11.521000893655, 11.521000893655,
11.521000893655, 10.8451612903226, 10.8451612903226, 8.58805031446541,
8.58805031446541, 8.58805031446541, 8.58805031446541, 8.58805031446541,
8.58805031446541, 8.58805031446541, 8.10696874103814, 10.2415026833631,
10.2415026833631, 11.4069069069069, 11.4069069069069, 9.824016563147,
9.824016563147, 9.824016563147, 9.824016563147, 9.824016563147,
9.824016563147, 9.824016563147, 17.7211201866978, 17.7211201866978,
17.7211201866978, 17.7211201866978, 17.7211201866978, 17.7211201866978,
6.35735735735736, 6.35735735735736, 6.35735735735736, 6.35735735735736,
6.35735735735736, 6.35735735735736, 7.26360153256705, 7.26360153256705,
7.26360153256705, 7.26360153256705, 7.26360153256705, 7.26360153256705,
7.26360153256705, 9.77599486521181, 9.77599486521181, 9.77599486521181,
9.77599486521181, 9.77599486521181, 9.77599486521181, 9.77599486521181,
14.7108626198083, 14.7108626198083, 14.7108626198083, 8.19587628865979,
8.19587628865979, 8.19587628865979, 8.19587628865979, 8.19587628865979,
8.19587628865979, 8.39337474120083, 8.39337474120083, 8.39337474120083,
8.39337474120083, 8.39337474120083, 8.39337474120083, 8.39337474120083,
9.52368758002561, 9.52368758002561, 9.52368758002561, 9.52368758002561,
9.52368758002561, 3.98172124904798, 3.98172124904798, 3.98172124904798,
3.98172124904798, 3.98172124904798, 3.98172124904798, 3.98172124904798,
3.55137844611529, 3.55137844611529, 3.55137844611529, 3.55137844611529,
3.55137844611529, 3.55137844611529, 8.17231638418079, 8.17231638418079,
8.17231638418079, 8.17231638418079, 8.17231638418079, 8.17231638418079,
8.17231638418079, 7.41917808219178, 7.41917808219178, 7.41917808219178,
7.41917808219178, 7.41917808219178, 7.41917808219178, 7.41917808219178,
8.51768488745981, 8.51768488745981, 8.51768488745981, 8.51768488745981,
13.0957004160888, 13.0957004160888, 13.0957004160888, 7.75675675675676,
7.75675675675676, 7.75675675675676, 10.8636363636364, 10.8636363636364,
10.8636363636364, 10.8636363636364, 10.8636363636364, 10.8636363636364,
10.6551181102362, 10.6551181102362, 10.6551181102362, 10.6551181102362,
10.508347245409, 10.508347245409, 10.508347245409, 10.508347245409,
10.508347245409, 10.508347245409, 8.89810017271157, 8.89810017271157,
12.9211069805865, 12.9211069805865, 12.9211069805865, 17.0489690721649,
17.0489690721649, 17.0489690721649, 17.0489690721649, 17.0489690721649,
17.0489690721649, 17.0489690721649, 9.0210970464135, 9.0210970464135,
9.0210970464135, 9.0210970464135, 9.0210970464135, 9.0210970464135,
9.0210970464135, 4.72040816326531, 4.72040816326531, 4.72040816326531,
4.72040816326531, 4.72040816326531, 4.72040816326531, 4.72040816326531,
9.89126213592233, 9.89126213592233, 9.89126213592233, 9.89126213592233,
9.89126213592233, 5.40298507462687, 5.40298507462687, 5.40298507462687,
5.40298507462687, 5.40298507462687, 5.40298507462687, 5.40298507462687,
7.34084699453552, 7.34084699453552, 7.34084699453552, 8.78018018018018,
8.78018018018018, 8.78018018018018, 8.78018018018018, 2.5803026880506,
2.5803026880506, 2.5803026880506, 2.5803026880506, 2.5803026880506,
2.5803026880506, 14.7943143812709, 14.7943143812709, 14.7943143812709,
14.7943143812709, 9.49695740365112, 9.49695740365112, 9.49695740365112,
9.49695740365112, 9.49695740365112, 9.49695740365112, 9.49695740365112,
15.2758964143426, 15.2758964143426, 15.2758964143426, 15.2758964143426,
15.2758964143426, 10.2460554371002, 10.2460554371002, 10.2460554371002,
10.2460554371002, 10.2460554371002, 10.2460554371002, 10.2460554371002,
8.23409090909091, 8.23409090909091, 8.23409090909091, 8.23409090909091,
8.23409090909091, 8.23409090909091, 8.23409090909091, 11.1689497716895,
11.1689497716895, 11.1689497716895, 11.1689497716895, 11.1689497716895,
11.1689497716895, 11.1689497716895, 5.10018903591682, 5.10018903591682,
5.10018903591682, 5.10018903591682, 5.10018903591682, 5.10018903591682,
5.10018903591682, 13.9268292682927, 13.9268292682927, 13.9268292682927,
13.9268292682927, 13.9268292682927, 13.9268292682927, 13.9268292682927,
11.7054794520548, 11.7054794520548), sat75 = c(1200, 1200,
1200, 1200, 1200, 1200, 1340, 1340, 1340, 1340, 1340, 1340,
1340, 1130, 1130, 1130, 1130, 1130, 1130, 1130, 1140, 1140,
1140, 1140, 1140, 1140, 1140, 1040, 1040, 1040, 1040, 1040,
1040, 1040, 1320, 1320, 1320, 1320, 1320, 1320, 1320, 1440,
1440, 1440, 1440, 1440, 1440, 1440, 1390, 1390, 1390, 1390,
1390, 1390, 1390, 1340, 1500, 1500, 1500, 1500, 1500, 1340,
1340, 1340, 1340, 1340, 1340, 1340, 1540, 1430, 1430, 1430,
1430, 1430, 1430, 1430, 1390, 1390, 1390, 1390, 1390, 1390,
1390, 1480, 1480, 1480, 1480, 1480, 1480, 1480, 1350, 1350,
1350, 1350, 1350, 1350, 1350, 1500, 1500, 1040, 1040, 1040,
1040, 1040, 1040, 1040, 1160, 1160, 1160, 1160, 1160, 1160,
1160, 1260, 1260, 1260, 1260, 1260, 950, 950, 950, 950, 950,
950, 950, 950, 950, 950, 950, 1520, 1520, 1520, 1520, 1520,
1520, 1520, 1240, 1240, 1240, 1240, 1240, 1240, 1240, 898,
898, 898, 898, 898, 898, 898, 1110, 1110, 1110, 1110, 1400,
1510, 1510, 1510, 1510, 1510, 1510, 1510, 1430, 1430, 1430,
1430, 1430, 950, 950, 950, 1420, 1420, 1420, 1420, 1420,
1420, 1420, 1530, 1530, 1530, 1310, 1450, 1450, 1450, 1450,
1450, 1390, 1390, 1390, 1390, 1390, 1470, 1470, 1470, 1470,
1470, 1470, 1470, 1320, 1320, 1320, 1320, 1320, 1320, 1320,
1292, 1292, 1292, 1292, 1600, 1600, 1600, 1600, 1600, 1600,
1600, 1570, 1570, 1570, 1570, 1570, 1570, 1570, 1520, 1520,
1520, 1520, 1520, 1520, 1520, 1510, 1510, 1510, 1510, 1510,
1510, 1510, 1560, 1560, 1560, 1560, 1560, 1560, 1560, 1520,
1520, 1520, 1520, 1520, 1520, 1520, 1450, 1450, 1450, 1450,
1450, 1430, 1430, 1430, 1430, 1430, 900, 900, 1108, 1560,
1560, 1560, 1560, 1560, 1560, 1560, 1600, 1600, 1600, 1600,
1600, 1390, 1390, 1390, 1390, 1350, 1350, 1350, 1350, 1350,
1350, 1350, 1440, 1440, 1520, 1520, 1520, 1520, 1520, 1520,
1200, 1200, 1200, 1200, 1200, 1200, 1230, 1230, 1230, 1230,
1230, 1230, 1230, 1260, 1260, 1260, 1260, 1100, 1100, 1100,
1100, 1100, 1100, 1100, 980, 980, 980, 980, 980, 980, 980,
1470, 1470, 1470, 1470, 1470, 1470, 1350, 1350, 1350, 1350,
1160, 1160, 1160, 1160, 1160, 1160, 1160, 1060, 1390, 1220,
1220, 1220, 1220, 1220, 1180, 1180, 1120, 1120, 1120, 1120,
1120, 1120, 1120, 1270, 1400, 1400, 1470, 1470, 1440, 1440,
1440, 1440, 1440, 1440, 1440, 1550, 1550, 1550, 1550, 1550,
1550, 1020, 1020, 1020, 1020, 1020, 1020, 1410, 1410, 1410,
1410, 1410, 1410, 1410, 1130, 1130, 1130, 1130, 1130, 1130,
1130, 1480, 1480, 1480, 1330, 1330, 1330, 1330, 1330, 1330,
1410, 1410, 1410, 1410, 1410, 1410, 1410, 1455, 1455, 1455,
1455, 1455, 1063, 1063, 1063, 1063, 1063, 1063, 1063, 1130,
1130, 1130, 1130, 1130, 1130, 1470, 1470, 1470, 1470, 1470,
1470, 1470, 1470, 1470, 1470, 1470, 1470, 1470, 1470, 1400,
1400, 1400, 1400, 1530, 1530, 1530, 1370, 1370, 1370, 1490,
1490, 1490, 1490, 1490, 1490, 1370, 1370, 1370, 1370, 1410,
1410, 1410, 1410, 1410, 1410, 1340, 1340, 1540, 1540, 1540,
1530, 1530, 1530, 1530, 1530, 1530, 1530, 1400, 1400, 1400,
1400, 1400, 1400, 1400, 1180, 1180, 1180, 1180, 1180, 1180,
1180, 1180, 1180, 1180, 1180, 1180, 1300, 1300, 1300, 1300,
1300, 1300, 1300, 940, 940, 940, 920, 920, 920, 920, 1360,
1360, 1360, 1360, 1360, 1360, 1480, 1480, 1480, 1480, 1460,
1460, 1460, 1460, 1460, 1460, 1460, 1090, 1090, 1090, 1090,
1090, 1140, 1140, 1140, 1140, 1140, 1140, 1140, 1460, 1460,
1460, 1460, 1460, 1460, 1460, 1050, 1050, 1050, 1050, 1050,
1050, 1050, 1050, 1050, 1050, 1050, 1050, 1050, 1050, 1080,
1080, 1080, 1080, 1080, 1080, 1080, 1110, 1110), sat25 = c(960,
960, 960, 960, 960, 960, 1140, 1140, 1140, 1140, 1140, 1140,
1140, 920, 920, 920, 920, 920, 920, 920, 900, 900, 900, 900,
900, 900, 900, 800, 800, 800, 800, 800, 800, 800, 1070, 1070,
1070, 1070, 1070, 1070, 1070, 1160, 1160, 1160, 1160, 1160,
1160, 1160, 1170, 1170, 1170, 1170, 1170, 1170, 1170, 1090,
1320, 1320, 1320, 1320, 1320, 1130, 1130, 1130, 1130, 1130,
1130, 1130, 1380, 1220, 1220, 1220, 1220, 1220, 1220, 1220,
1200, 1200, 1200, 1200, 1200, 1200, 1200, 1300, 1300, 1300,
1300, 1300, 1300, 1300, 1160, 1160, 1160, 1160, 1160, 1160,
1160, 1310, 1310, 840, 840, 840, 840, 840, 840, 840, 1070,
1070, 1070, 1070, 1070, 1070, 1070, 1080, 1080, 1080, 1080,
1080, 820, 820, 820, 820, 820, 820, 820, 750, 750, 750, 750,
1340, 1340, 1340, 1340, 1340, 1340, 1340, 1023, 1023, 1023,
1023, 1023, 1023, 1023, 673, 673, 673, 673, 673, 673, 673,
870, 870, 870, 870, 1240, 1360, 1360, 1360, 1360, 1360, 1360,
1360, 1260, 1260, 1260, 1260, 1260, 810, 810, 810, 1200,
1200, 1200, 1200, 1200, 1200, 1200, 1350, 1350, 1350, 1140,
1270, 1270, 1270, 1270, 1270, 1180, 1180, 1180, 1180, 1180,
1230, 1230, 1230, 1230, 1230, 1230, 1230, 1140, 1140, 1140,
1140, 1140, 1140, 1140, 1015, 1015, 1015, 1015, 1410, 1410,
1410, 1410, 1410, 1410, 1410, 1430, 1430, 1430, 1430, 1430,
1430, 1430, 1370, 1370, 1370, 1370, 1370, 1370, 1370, 1310,
1310, 1310, 1310, 1310, 1310, 1310, 1330, 1330, 1330, 1330,
1330, 1330, 1330, 1340, 1340, 1340, 1340, 1340, 1340, 1340,
1230, 1230, 1230, 1230, 1230, 1170, 1170, 1170, 1170, 1170,
790, 790, 960, 1350, 1350, 1350, 1350, 1350, 1350, 1350,
1410, 1410, 1410, 1410, 1410, 1210, 1210, 1210, 1210, 1120,
1120, 1120, 1120, 1120, 1120, 1120, 1240, 1240, 1320, 1320,
1320, 1320, 1320, 1320, 1000, 1000, 1000, 1000, 1000, 1000,
990, 990, 990, 990, 990, 990, 990, 1060, 1060, 1060, 1060,
940, 940, 940, 940, 940, 940, 940, 830, 830, 830, 830, 830,
830, 830, 1300, 1300, 1300, 1300, 1300, 1300, 1130, 1130,
1130, 1130, 960, 960, 960, 960, 960, 960, 960, 890, 1180,
1030, 1030, 1030, 1030, 1030, 980, 980, 930, 930, 930, 930,
930, 930, 930, 1040, 1220, 1220, 1310, 1310, 1230, 1230,
1230, 1230, 1230, 1230, 1230, 1360, 1360, 1360, 1360, 1360,
1360, 820, 820, 820, 820, 820, 820, 1200, 1200, 1200, 1200,
1200, 1200, 1200, 940, 940, 940, 940, 940, 940, 940, 1270,
1270, 1270, 1190, 1190, 1190, 1190, 1190, 1190, 1230, 1230,
1230, 1230, 1230, 1230, 1230, 1270, 1270, 1270, 1270, 1270,
860, 860, 860, 860, 860, 860, 860, 910, 910, 910, 910, 910,
910, 1280, 1280, 1280, 1280, 1280, 1280, 1280, 1210, 1210,
1210, 1210, 1210, 1210, 1210, 1200, 1200, 1200, 1200, 1340,
1340, 1340, 1200, 1200, 1200, 1310, 1310, 1310, 1310, 1310,
1310, 1180, 1180, 1180, 1180, 1220, 1220, 1220, 1220, 1220,
1220, 1140, 1140, 1360, 1360, 1360, 1350, 1350, 1350, 1350,
1350, 1350, 1350, 1210, 1210, 1210, 1210, 1210, 1210, 1210,
920, 920, 920, 920, 920, 920, 920, 960, 960, 960, 960, 960,
1030, 1030, 1030, 1030, 1030, 1030, 1030, 750, 750, 750,
750, 750, 750, 750, 1150, 1150, 1150, 1150, 1150, 1150, 1270,
1270, 1270, 1270, 1270, 1270, 1270, 1270, 1270, 1270, 1270,
920, 920, 920, 920, 920, 900, 900, 900, 900, 900, 900, 900,
1250, 1250, 1250, 1250, 1250, 1250, 1250, 870, 870, 870,
870, 870, 870, 870, 850, 850, 850, 850, 850, 850, 850, 860,
860, 860, 860, 860, 860, 860, 920, 920)), .Names = c("unitid",
"topic_id", "topic", "score", "instnm", "stabbr", "obereg", "carnegie",
"satpct", "actpct", "satvr25", "satvr75", "satmt25", "satmt75",
"applfeeu", "ft_ug", "enrlt", "applcn", "admssn", "admit_rate",
"apps_per_enroll", "sat75", "sat25"), row.names = c(NA, -575L
), class = "data.frame")
The file dataset.r
has my dataset that I am working on for an upcoming blog post. Maybe I am missing something obvious, but I believe my data are fairly clean, at least clean enough for processing and sending to Neo4j
.
You should be able to load this dataset with dget("dataset.r")
assuming that the dataset file is in your current directory.
I am not getting an error, but starting with line 50, data fail to get sent to the database with my cypher query shown below. If I hard code the sequence for-loop
to be 1:49
, there are no errors and data can be found in the database. If I set the for-loop
to 1:50, there are no errors, yet no data.
What am I missing? Does anything stand out as to why row 50 is bad? Is there something else in my code?
I even attmpted to hard-code the cypher query with the parameters for row 50 in the web console, and that was successful, so I completely stumped why that row chokes, returns no errors, and prevents data from going into the database.
## put the data into neo4j
graph = startGraph("http://localhost:7474/db/data/")
# graph$version
## sure that the graph is clean -- you should backup first!!!
clear(graph, input = FALSE)
## ensure the constraints
addConstraint(graph, "School", "unitid")
addConstraint(graph, "Topic", "topic_id")
## create the query
## BE CAREFUL OF WHITESPACE between KEY:VALUE pairs for parameters!!!
query = "
MERGE (s:School {unitid:{unitid},
instnm:{instnm},
obereg:{obereg},
carnegie:{carnegie},
applefeeu:{applfeeu},
enrlft:{enrlft},
applcn:{applcn},
admssn:{admssn},
admit_rate:{admit_rate},
ape:{ape},
sat25:{sat25},
sat75:{sat75} })
MERGE (t:Topic {topic_id:{topic_id},
topic:{topic} })
CREATE (s)-[:HAS_TOPIC {score:{score} }]->(t)
"
## put the query into neo4j with transactions
tx = newTransaction(graph)
## just using the small dataset for exploring and valid queries
start = Sys.time()
for (i in c(1:49)) {
## for every 500 rows, commit the transaction
if (i %% 1000 == 0) {
# commit the transaction
commit(tx)
cat("Batch ", i/1000, " committed \n")
# open a new transaction
tx = newTransaction(graph)
}
## appead the query
appendCypher(tx,
query,
unitid = dat$unitid[i],
instnm = dat$instnm[i],
obereg = dat$obereg[i],
carnegie = dat$carnegie[i],
applfeeu = dat$applfeeu[i],
enrlft = dat$enrlt[i],
applcn = dat$applcn[i],
admssn = dat$admssn[i],
admit_rate = dat$admit_rate[i],
ape = dat$apps_per_enroll[i],
sat25 = dat$sat25[i],
sat75 = dat$sat75[i],
topic_id = dat$topic_id[i],
topic = dat$topic[i],
score = dat$score[i] )
} #endfor
## committ the last transaction and record the time it takes
commit(tx)
end = Sys.time()
end - start
Just to get it out there, I am using Neo4j version 2.1.3
. I am developing locally on my Macbook Pro
> R.Version()
$platform
[1] "x86_64-apple-darwin13.1.0"
$arch
[1] "x86_64"
$os
[1] "darwin13.1.0"
$system
[1] "x86_64, darwin13.1.0"
$status
[1] ""
$major
[1] "3"
$minor
[1] "1.0"
$year
[1] "2014"
$month
[1] "04"
$day
[1] "10"
$`svn rev`
[1] "65387"
$language
[1] "R"
$version.string
[1] "R version 3.1.0 (2014-04-10)"
$nickname
[1] "Spring Dance"