\begin{longtable}{p{1.3in}p{1.10in}p{0.85in}p{0.5in}p{1.3in}} \hline \textbf{Attribute} & \textbf{Description} & \textbf{Value} & \textbf{Instances} & \textbf{$P(RET3)= Y $} \\ \hline \endfirsthead \hline \textbf{Attribute} & \textbf{Description} & \textbf{Value} & \textbf{Instances} & \textbf{$P(RET3)= Y $} \\ \hline & & & & \put(-2,3){\tiny{0\%}}\put(18,3){\tiny{20\%}}\put(38,3){\tiny{40\%}}\put(58,3){\tiny{60\%}}\put(78,3){\tiny{80\%}}\put(97,3){\tiny{100\%}}\multiput(0,0)(20,0){6}{\line(0,1){2}} \\ \endhead & & & & \put(-2,0){\tiny{0\%}}\put(18,0){\tiny{20\%}}\put(38,0){\tiny{40\%}}\put(58,0){\tiny{60\%}}\put(78,0){\tiny{80\%}}\put(97,0){\tiny{100\%}}\multiput(0,4)(20,0){6}{\line(0,1){2}} \\ \hline \multicolumn{5}{r}{\emph{Table~\ref{tabTop30Attrs} continued on next page}} \endfoot \endlastfoot & & & & \put(-2,3){\tiny{0\%}}\put(18,3){\tiny{20\%}}\put(38,3){\tiny{40\%}}\put(58,3){\tiny{60\%}}\put(78,3){\tiny{80\%}}\put(97,3){\tiny{100\%}}\multiput(0,0)(20,0){6}{\line(0,1){2}} \\ \multirow{4}{*}{FinAidSTUDENT\_TA} & \multirow{4}{1.2in}{Student's Tax Form Type} & 4 & 35 & \multiput(0,0)(5,0){15}{$.$}\put(82.857,0){\circle{3}} \\ & & 3 & 24 & \multiput(0,0)(5,0){15}{$.$}\put(79.167,0){\circle{3}} \\ & & 2 & 12,215 & \multiput(0,0)(5,0){12}{$.$}\put(66.369,0){\circle{3}} \\ & & 1 & 2,697 & \multiput(0,0)(5,0){12}{$.$}\put(63.737,0){\circle{3}} \\ \hline \multirow{4}{*}{FinAidMOTHER\_ED} & \multirow{4}{1.2in}{Mother's Education Level} & 3 & 7,710 & \multiput(0,0)(5,0){12}{$.$}\put(66.161,0){\circle{3}} \\ & & 4 & 814 & \multiput(0,0)(5,0){11}{$.$}\put(61.302,0){\circle{3}} \\ & & 2 & 8,792 & \multiput(0,0)(5,0){11}{$.$}\put(61.294,0){\circle{3}} \\ & & 1 & 289 & \multiput(0,0)(5,0){9}{$.$}\put(48.789,0){\circle{3}} \\ \hline \multirow{3}{*}{FinAidSTUDENT\_MA} & \multirow{3}{1.2in}{Student's Marital Status} & M & 386 & \multiput(0,0)(5,0){12}{$.$}\put(65.544,0){\circle{3}} \\ & & U & 17,254 & \multiput(0,0)(5,0){12}{$.$}\put(63.116,0){\circle{3}} \\ & & S & 24 & \multiput(0,0)(5,0){2}{$.$}\put(16.667,0){\circle{3}} \\ \hline \multirow{4}{*}{FinAidFATHER\_ED} & \multirow{4}{1.2in}{Father's Education Level} & 3 & 7,502 & \multiput(0,0)(5,0){12}{$.$}\put(67.515,0){\circle{3}} \\ & & 2 & 8,461 & \multiput(0,0)(5,0){11}{$.$}\put(61.009,0){\circle{3}} \\ & & 4 & 1,136 & \multiput(0,0)(5,0){10}{$.$}\put(57.218,0){\circle{3}} \\ & & 1 & 436 & \multiput(0,0)(5,0){9}{$.$}\put(50.000,0){\circle{3}} \\ \hline \multirow{2}{*}{FinAidDEPENDENCY} & \multirow{2}{1.2in}{Student's Dependency Status} & I & 2,523 & \multiput(0,0)(5,0){12}{$.$}\put(67.618,0){\circle{3}} \\ & & D & 15,154 & \multiput(0,0)(5,0){11}{$.$}\put(62.333,0){\circle{3}} \\ \hline \multirow{2}{*}{FirstGenInd} & \multirow{2}{1.2in}{First Generation Student} & N & 10,370 & \multiput(0,0)(5,0){12}{$.$}\put(65.786,0){\circle{3}} \\ & & Y & 7,311 & \multiput(0,0)(5,0){11}{$.$}\put(59.253,0){\circle{3}} \\ \hline \multirow{4}{*}{FinAidPARENT\_TAX} & \multirow{4}{1.2in}{Parent's Tax Form Type} & 4 & 24 & \multiput(0,0)(5,0){16}{$.$}\put(83.333,0){\circle{3}} \\ & & 1 & 13,101 & \multiput(0,0)(5,0){12}{$.$}\put(64.545,0){\circle{3}} \\ & & 2 & 3,126 & \multiput(0,0)(5,0){11}{$.$}\put(62.540,0){\circle{3}} \\ & & 3 & 16 & \multiput(0,0)(5,0){10}{$.$}\put(56.250,0){\circle{3}} \\ \hline \multirow{5}{*}{FinAidSTUDENT\_AG} & \multirow{5}{1.2in}{Student's Adjusted Gross Income} & 4829.5-7915.5 & 4,152 & \multiput(0,0)(5,0){13}{$.$}\put(70.761,0){\circle{3}} \\ & & 3335.5-4829.5 & 2,780 & \multiput(0,0)(5,0){12}{$.$}\put(65.144,0){\circle{3}} \\ & & 16713.5-inf & 1,022 & \multiput(0,0)(5,0){11}{$.$}\put(62.524,0){\circle{3}} \\ & & 1894.5-3335.5 & 2,540 & \multiput(0,0)(5,0){11}{$.$}\put(59.961,0){\circle{3}} \\ & & -inf-1894.5 & 2,106 & \multiput(0,0)(5,0){8}{$.$}\put(47.626,0){\circle{3}} \\ \hline \multirow{5}{*}{FinAidSTUDENT\_WA} & \multirow{5}{1.2in}{Student's Wage} & 7850.5-9958 & 1,752 & \multiput(0,0)(5,0){15}{$.$}\put(78.653,0){\circle{3}} \\ & & 4092.5-7850.5 & 5,622 & \multiput(0,0)(5,0){13}{$.$}\put(69.406,0){\circle{3}} \\ & & 1.5-999.5 & 2,057 & \multiput(0,0)(5,0){12}{$.$}\put(65.824,0){\circle{3}} \\ & & 1903.5-4092.5 & 4,176 & \multiput(0,0)(5,0){11}{$.$}\put(60.824,0){\circle{3}} \\ & & -inf-1.5 & 1,721 & \multiput(0,0)(5,0){8}{$.$}\put(43.928,0){\circle{3}} \\ \hline \multirow{5}{*}{HS\_GPA} & \multirow{5}{1.2in}{High School GPA} & 3.015-3.345 & 5,769 & \multiput(0,0)(5,0){10}{$.$}\put(57.740,0){\circle{3}} \\ & & 2.905-3.015 & 1,990 & \multiput(0,0)(5,0){9}{$.$}\put(52.864,0){\circle{3}} \\ & & 2.645-2.905 & 4,541 & \multiput(0,0)(5,0){8}{$.$}\put(46.201,0){\circle{3}} \\ & & 2.035-2.645 & 4,758 & \multiput(0,0)(5,0){6}{$.$}\put(37.999,0){\circle{3}} \\ & & -inf-2.035 & 545 & \multiput(0,0)(5,0){4}{$.$}\put(23.670,0){\circle{3}} \\ \hline \multirow{5}{*}{FinAidPARENT\_MAR} & \multirow{5}{1.2in}{Parent's Marital Status} & & 464 & \multiput(0,0)(5,0){13}{$.$}\put(70.259,0){\circle{3}} \\ & & W & 394 & \multiput(0,0)(5,0){12}{$.$}\put(67.259,0){\circle{3}} \\ & & M & 11,328 & \multiput(0,0)(5,0){12}{$.$}\put(64.539,0){\circle{3}} \\ & & S & 3,127 & \multiput(0,0)(5,0){11}{$.$}\put(58.363,0){\circle{3}} \\ & & U & 637 & \multiput(0,0)(5,0){8}{$.$}\put(47.724,0){\circle{3}} \\ \hline \multirow{5}{*}{PercentileRankHSGPA} & \multirow{5}{1.2in}{Percentile Of Hs Gpa Among Freshmen Cohort} & 45.75-59.65 & 3,660 & \multiput(0,0)(5,0){10}{$.$}\put(55.738,0){\circle{3}} \\ & & 33.7-45.75 & 3,165 & \multiput(0,0)(5,0){9}{$.$}\put(51.848,0){\circle{3}} \\ & & 15.35-33.7 & 4,803 & \multiput(0,0)(5,0){8}{$.$}\put(44.431,0){\circle{3}} \\ & & 2.35-15.35 & 3,479 & \multiput(0,0)(5,0){6}{$.$}\put(36.792,0){\circle{3}} \\ & & -inf-2.35 & 637 & \multiput(0,0)(5,0){4}{$.$}\put(24.961,0){\circle{3}} \\ \hline \multirow{4}{*}{FinAidPARENT\_AGI} & \multirow{4}{1.2in}{Parent's Adjusted Gross Income} & 96636-inf & 3,751 & \multiput(0,0)(5,0){14}{$.$}\put(73.047,0){\circle{3}} \\ & & 58550.5-96636 & 6,045 & \multiput(0,0)(5,0){12}{$.$}\put(66.766,0){\circle{3}} \\ & & 18376.5-58550 & 5,598 & \multiput(0,0)(5,0){11}{$.$}\put(59.021,0){\circle{3}} \\ & & -inf-18376.5 & 1,167 & \multiput(0,0)(5,0){8}{$.$}\put(47.386,0){\circle{3}} \\ \hline \multirow{2}{*}{FinAidFATHER\_WAG} & \multirow{2}{1.2in}{Father's Income} & 52366-inf & 5,873 & \multiput(0,0)(5,0){13}{$.$}\put(70.169,0){\circle{3}} \\ & & -inf-52366 & 9,459 & \multiput(0,0)(5,0){11}{$.$}\put(61.571,0){\circle{3}} \\ \hline \multirow{2}{*}{FinAidMOTHER\_WAG} & \multirow{2}{1.2in}{Mother's Income} & 42957-inf & 3,148 & \multiput(0,0)(5,0){13}{$.$}\put(70.743,0){\circle{3}} \\ & & -inf-42957 & 13,063 & \multiput(0,0)(5,0){11}{$.$}\put(62.704,0){\circle{3}} \\ \hline \multirow{4}{*}{HS\_PERCENT} & \multirow{4}{1.2in}{High School Percentile} & 80.5-inf & 5,838 & \multiput(0,0)(5,0){13}{$.$}\put(69.065,0){\circle{3}} \\ & & 60.5-80.5 & 6,980 & \multiput(0,0)(5,0){11}{$.$}\put(59.212,0){\circle{3}} \\ & & 43.5-60.5 & 5,624 & \multiput(0,0)(5,0){9}{$.$}\put(50.551,0){\circle{3}} \\ & & -inf-43.5 & 7,774 & \multiput(0,0)(5,0){8}{$.$}\put(43.144,0){\circle{3}} \\ \hline \multirow{4}{*}{MaxACT} & \multirow{4}{1.2in}{Max Of ACT Score And ACT Equivalent} & 23.5-inf & 6,952 & \multiput(0,0)(5,0){12}{$.$}\put(63.809,0){\circle{3}} \\ & & 19.5-23.5 & 10,044 & \multiput(0,0)(5,0){10}{$.$}\put(57.557,0){\circle{3}} \\ & & 15.5-19.5 & 7,001 & \multiput(0,0)(5,0){9}{$.$}\put(48.893,0){\circle{3}} \\ & & -inf-15.5 & 2,219 & \multiput(0,0)(5,0){5}{$.$}\put(32.537,0){\circle{3}} \\ \hline \multirow{4}{*}{PercentileRankMaxACT} & \multirow{4}{1.2in}{Percentile Of Max ACT Among Freshmen Cohort} & 71.35-inf & 6,658 & \multiput(0,0)(5,0){12}{$.$}\put(64.028,0){\circle{3}} \\ & & 30.55-71.35 & 10,281 & \multiput(0,0)(5,0){10}{$.$}\put(57.689,0){\circle{3}} \\ & & 8.35-30.55 & 6,763 & \multiput(0,0)(5,0){9}{$.$}\put(49.061,0){\circle{3}} \\ & & -inf-8.35 & 2,514 & \multiput(0,0)(5,0){6}{$.$}\put(33.811,0){\circle{3}} \\ \hline \multirow{5}{*}{CUR\_ERLHRS} & \multirow{5}{1.2in}{Total Enrolled Hours} & 14.5-18.5 & 14,523 & \multiput(0,0)(5,0){11}{$.$}\put(60.401,0){\circle{3}} \\ & & 13.5-14.5 & 6,964 & \multiput(0,0)(5,0){9}{$.$}\put(52.269,0){\circle{3}} \\ & & 10.5-13.5 & 4,016 & \multiput(0,0)(5,0){8}{$.$}\put(44.099,0){\circle{3}} \\ & & -inf-10.5 & 532 & \multiput(0,0)(5,0){4}{$.$}\put(25.188,0){\circle{3}} \\ & & 18.5-inf & 181 & \multiput(0,0)(5,0){4}{$.$}\put(24.862,0){\circle{3}} \\ \hline \multirow{4}{*}{ACT1\_COMP} & \multirow{4}{1.2in}{ACT Comprehensive Score (new)} & 23.5-inf & 5,669 & \multiput(0,0)(5,0){12}{$.$}\put(65.108,0){\circle{3}} \\ & & 19.5-23.5 & 8,667 & \multiput(0,0)(5,0){11}{$.$}\put(58.359,0){\circle{3}} \\ & & 17.5-19.5 & 4,043 & \multiput(0,0)(5,0){9}{$.$}\put(51.620,0){\circle{3}} \\ & & -inf-17.5 & 7,837 & \multiput(0,0)(5,0){8}{$.$}\put(44.992,0){\circle{3}} \\ \hline \multirow{4}{*}{ACT1\_MATH} & \multirow{4}{1.2in}{ACT Math Score (new)} & 22.5-inf & 7,082 & \multiput(0,0)(5,0){12}{$.$}\put(65.292,0){\circle{3}} \\ & & 19.5-22.5 & 4,767 & \multiput(0,0)(5,0){11}{$.$}\put(58.150,0){\circle{3}} \\ & & 16.5-19.5 & 6,611 & \multiput(0,0)(5,0){9}{$.$}\put(52.579,0){\circle{3}} \\ & & -inf-16.5 & 7,756 & \multiput(0,0)(5,0){8}{$.$}\put(44.997,0){\circle{3}} \\ \hline \multirow{4}{*}{ACT1\_ENGL}&\multirow{4}{1.2in}{ACT English Score (new)} & 24.5-inf & 4,676 & \multiput(0,0)(5,0){12}{$.$}\put(65.120,0){\circle{3}} \\ & & 19.5-24.5 & 8,271 & \multiput(0,0)(5,0){11}{$.$}\put(59.364,0){\circle{3}} \\ & & 16.5-19.5 & 4,877 & \multiput(0,0)(5,0){9}{$.$}\put(52.963,0){\circle{3}} \\ & & -inf-16.5 & 8,392 & \multiput(0,0)(5,0){8}{$.$}\put(45.567,0){\circle{3}} \\ \hline \multirow{2}{*}{AGE} & \multirow{2}{1.2in}{Age of Student at Matriculation} & -inf-19.5 & 24,826 & \multiput(0,0)(5,0){10}{$.$}\put(56.159,0){\circle{3}} \\ & & 19.5-inf & 1,390 & \multiput(0,0)(5,0){5}{$.$}\put(30.216,0){\circle{3}} \\ \hline \multirow{2}{*}{ENG10} & \multirow{2}{1.2in}{Enrolled in English Courses} & N & 24,407 & \multiput(0,0)(5,0){10}{$.$}\put(56.136,0){\circle{3}} \\ & & Y & 1,809 & \multiput(0,0)(5,0){6}{$.$}\put(36.540,0){\circle{3}} \\ \hline \multirow{2}{*}{LIVEONCAMP} & \multirow{2}{1.2in}{On-Campus Indicator} & Y & 20,087 & \multiput(0,0)(5,0){10}{$.$}\put(57.375,0){\circle{3}} \\ & & N & 6,129 & \multiput(0,0)(5,0){8}{$.$}\put(46.288,0){\circle{3}} \\ \hline \multirow{3}{*}{ADMIT\_MAJ} & \multirow{3}{1.2in}{Admit Major} & ADV & 38 & \multiput(0,0)(5,0){14}{$.$}\put(73.684,0){\circle{3}} \\ & & AERN & 433 & \multiput(0,0)(5,0){10}{$.$}\put(54.965,0){\circle{3}} \\ & & AEDG & 208 & \multiput(0,0)(5,0){9}{$.$}\put(52.885,0){\circle{3}} \\ \hline \multirow{4}{*}{COMP\_WRITE} & \multirow{4}{1.2in}{Compass Writing Score} & -inf-9.5 & 3,780 & \multiput(0,0)(5,0){11}{$.$}\put(59.392,0){\circle{3}} \\ & & 73.5-inf & 13,887 & \multiput(0,0)(5,0){11}{$.$}\put(58.126,0){\circle{3}} \\ & & 49.5-73.5 & 5,299 & \multiput(0,0)(5,0){9}{$.$}\put(50.557,0){\circle{3}} \\ & & 9.5-49.5 & 3,250 & \multiput(0,0)(5,0){7}{$.$}\put(42.031,0){\circle{3}} \\ \hline \multirow{3}{*}{TotalClasses} & \multirow{3}{1.2in}{Total Number of Enrolled Classes} & 5.5-inf & 15,021 & \multiput(0,0)(5,0){11}{$.$}\put(59.044,0){\circle{3}} \\ & & 4.5-5.5 & 10,237 & \multiput(0,0)(5,0){9}{$.$}\put(50.865,0){\circle{3}} \\ & & -inf-4.5 & 958 & \multiput(0,0)(5,0){5}{$.$}\put(29.854,0){\circle{3}} \\ \hline \caption{Top 30 attributes with values. Only five attribute values with at least 10 records are shown.} \label{tabTop30Attrs} \end{longtable}