Выполнена практическая работа номер 2. Добавлен анализ данных о сердечной недостаточности и визуализации
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.gitignore
vendored
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.gitignore
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*.pyc
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__pycache__/
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.DS_Store
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*.ipynb_checkpoints
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PRACTICA2/
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README.md
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README.md
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# Анализ данных с использованием Python
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Этот проект содержит Jupyter Notebook, в котором выполняется анализ и визуализация данных с использованием библиотек pandas, numpy, matplotlib, seaborn и tqdm.
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heart.csv
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heart.csv
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Age,Sex,ChestPainType,RestingBP,Cholesterol,FastingBS,RestingECG,MaxHR,ExerciseAngina,Oldpeak,ST_Slope,HeartDisease
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40,M,ATA,140,289,0,Normal,172,N,0,Up,0
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49,F,NAP,160,180,0,Normal,156,N,1,Flat,1
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37,M,ATA,130,283,0,ST,98,N,0,Up,0
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48,F,ASY,138,214,0,Normal,108,Y,1.5,Flat,1
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54,M,NAP,150,195,0,Normal,122,N,0,Up,0
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39,M,NAP,120,339,0,Normal,170,N,0,Up,0
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48,F,ATA,120,284,0,Normal,120,N,0,Up,0
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37,F,NAP,130,211,0,Normal,142,N,0,Up,0
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58,M,ATA,136,164,0,ST,99,Y,2,Flat,1
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39,M,ATA,120,204,0,Normal,145,N,0,Up,0
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42,F,NAP,115,211,0,ST,137,N,0,Up,0
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54,F,ATA,120,273,0,Normal,150,N,1.5,Flat,0
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38,M,ASY,110,196,0,Normal,166,N,0,Flat,1
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53,M,NAP,145,518,0,Normal,130,N,0,Flat,1
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54,M,ASY,125,224,0,Normal,122,N,2,Flat,1
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41,M,ASY,130,172,0,ST,130,N,2,Flat,1
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43,F,ATA,150,186,0,Normal,154,N,0,Up,0
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65,M,ASY,140,306,1,Normal,87,Y,1.5,Flat,1
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41,F,ATA,110,250,0,ST,142,N,0,Up,0
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54,F,NAP,130,294,0,ST,100,Y,0,Flat,1
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52,M,NAP,140,259,0,ST,170,N,0,Up,0
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59,M,NAP,130,318,0,Normal,120,Y,1,Flat,0
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37,M,ASY,120,223,0,Normal,168,N,0,Up,0
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36,M,NAP,112,340,0,Normal,184,N,1,Flat,0
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41,M,ASY,110,289,0,Normal,170,N,0,Flat,1
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50,M,ASY,130,233,0,Normal,121,Y,2,Flat,1
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47,F,ASY,120,205,0,Normal,98,Y,2,Flat,1
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45,M,ATA,140,224,1,Normal,122,N,0,Up,0
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41,F,ATA,130,245,0,Normal,150,N,0,Up,0
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52,F,ASY,130,180,0,Normal,140,Y,1.5,Flat,0
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51,F,ATA,160,194,0,Normal,170,N,0,Up,0
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31,M,ASY,120,270,0,Normal,153,Y,1.5,Flat,1
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58,M,NAP,130,213,0,ST,140,N,0,Flat,1
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54,M,ASY,150,365,0,ST,134,N,1,Up,0
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52,M,ASY,112,342,0,ST,96,Y,1,Flat,1
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43,F,NAP,150,254,0,Normal,175,N,0,Up,0
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45,F,ASY,132,297,0,Normal,144,N,0,Up,0
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32,M,ATA,110,225,0,Normal,184,N,0,Up,0
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44,F,ASY,120,218,0,ST,115,N,0,Up,0
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46,M,NAP,150,163,0,Normal,116,N,0,Up,0
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35,F,ASY,140,167,0,Normal,150,N,0,Up,0
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55,M,NAP,110,277,0,Normal,160,N,0,Up,0
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63,M,ASY,150,223,0,Normal,115,N,0,Flat,1
|
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52,M,ATA,160,196,0,Normal,165,N,0,Up,0
|
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|
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66,M,ASY,140,139,0,Normal,94,Y,1,Flat,1
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49,F,ATA,110,208,0,Normal,160,N,0,Up,0
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39,M,ASY,130,307,0,Normal,140,N,0,Up,0
|
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52,F,ATA,120,210,0,Normal,148,N,0,Up,0
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48,M,ASY,160,329,0,Normal,92,Y,1.5,Flat,1
|
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39,F,NAP,110,182,0,ST,180,N,0,Up,0
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58,M,ASY,130,263,0,Normal,140,Y,2,Flat,1
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43,M,ATA,142,207,0,Normal,138,N,0,Up,0
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39,M,NAP,160,147,1,Normal,160,N,0,Up,0
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56,M,ASY,120,85,0,Normal,140,N,0,Up,0
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41,M,ATA,125,269,0,Normal,144,N,0,Up,0
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65,M,ASY,130,275,0,ST,115,Y,1,Flat,1
|
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51,M,ASY,130,179,0,Normal,100,N,0,Up,0
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40,F,ASY,150,392,0,Normal,130,N,2,Flat,1
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40,M,ASY,120,466,1,Normal,152,Y,1,Flat,1
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46,M,ASY,118,186,0,Normal,124,N,0,Flat,1
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57,M,ATA,140,260,1,Normal,140,N,0,Up,0
|
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48,F,ASY,120,254,0,ST,110,N,0,Up,0
|
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|
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|
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39,M,ATA,190,241,0,Normal,106,N,0,Up,0
|
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|
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57,M,ASY,150,255,0,Normal,92,Y,3,Flat,1
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38,M,ATA,140,297,0,Normal,150,N,0,Up,0
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49,F,NAP,130,207,0,ST,135,N,0,Up,0
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33,F,ASY,100,246,0,Normal,150,Y,1,Flat,1
|
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38,M,ASY,120,282,0,Normal,170,N,0,Flat,1
|
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59,F,ASY,130,338,1,ST,130,Y,1.5,Flat,1
|
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35,F,TA,120,160,0,ST,185,N,0,Up,0
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34,M,TA,140,156,0,Normal,180,N,0,Flat,1
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47,F,NAP,135,248,1,Normal,170,N,0,Flat,1
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|
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|
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|
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|
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|
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|
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48,F,ASY,108,163,0,Normal,175,N,2,Up,0
|
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54,F,ATA,120,230,1,Normal,140,N,0,Up,0
|
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42,M,NAP,120,228,0,Normal,152,Y,1.5,Flat,0
|
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38,M,NAP,145,292,0,Normal,130,N,0,Up,0
|
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46,M,ASY,110,202,0,Normal,150,Y,0,Flat,1
|
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56,M,ASY,170,388,0,ST,122,Y,2,Flat,1
|
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56,M,ASY,150,230,0,ST,124,Y,1.5,Flat,1
|
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61,F,ASY,130,294,0,ST,120,Y,1,Flat,0
|
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49,M,NAP,115,265,0,Normal,175,N,0,Flat,1
|
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43,F,ATA,120,215,0,ST,175,N,0,Up,0
|
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|
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|
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43,M,ASY,150,247,0,Normal,130,Y,2,Flat,1
|
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52,M,ASY,160,331,0,Normal,94,Y,2.5,Flat,1
|
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|
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47,M,ASY,160,291,0,ST,158,Y,3,Flat,1
|
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|
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|
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39,M,ASY,110,273,0,Normal,132,N,0,Up,0
|
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42,M,ATA,120,198,0,Normal,155,N,0,Up,0
|
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43,F,ATA,120,249,0,ST,176,N,0,Up,0
|
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50,M,ATA,120,168,0,Normal,160,N,0,Up,0
|
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|
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39,M,ATA,130,215,0,Normal,120,N,0,Up,0
|
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48,M,ATA,100,159,0,Normal,100,N,0,Up,0
|
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40,M,ATA,130,275,0,Normal,150,N,0,Up,0
|
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55,M,ASY,120,270,0,Normal,140,N,0,Up,0
|
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|
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56,M,ASY,155,342,1,Normal,150,Y,3,Flat,1
|
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38,M,ASY,110,190,0,Normal,150,Y,1,Flat,1
|
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49,M,ASY,140,185,0,Normal,130,N,0,Up,0
|
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44,M,ASY,130,290,0,Normal,100,Y,2,Flat,1
|
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|
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|
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49,M,ASY,128,212,0,Normal,96,Y,0,Flat,1
|
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47,M,ATA,160,263,0,Normal,174,N,0,Up,0
|
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42,M,ATA,120,196,0,Normal,150,N,0,Up,0
|
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52,F,ATA,140,225,0,Normal,140,N,0,Up,0
|
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46,M,TA,140,272,1,Normal,175,N,2,Flat,1
|
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50,M,ASY,140,231,0,ST,140,Y,5,Flat,1
|
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48,M,ATA,140,238,0,Normal,118,N,0,Up,0
|
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58,M,ASY,135,222,0,Normal,100,N,0,Up,0
|
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58,M,NAP,140,179,0,Normal,160,N,0,Up,0
|
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29,M,ATA,120,243,0,Normal,160,N,0,Up,0
|
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40,M,NAP,140,235,0,Normal,188,N,0,Up,0
|
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53,M,ATA,140,320,0,Normal,162,N,0,Up,0
|
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49,M,NAP,140,187,0,Normal,172,N,0,Up,0
|
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52,M,ASY,140,266,0,Normal,134,Y,2,Flat,1
|
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43,M,ASY,140,288,0,Normal,135,Y,2,Flat,1
|
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|
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59,M,ATA,140,287,0,Normal,150,N,0,Up,0
|
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37,M,NAP,130,194,0,Normal,150,N,0,Up,0
|
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46,F,ASY,130,238,0,Normal,90,N,0,Up,0
|
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|
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51,M,ATA,130,224,0,Normal,150,N,0,Up,0
|
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52,M,ASY,140,404,0,Normal,124,Y,2,Flat,1
|
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46,M,ASY,110,238,0,ST,140,Y,1,Flat,0
|
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|
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|
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|
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41,M,ASY,120,237,1,Normal,138,Y,1,Flat,1
|
||||
50,F,ASY,120,328,0,Normal,110,Y,1,Flat,0
|
||||
53,M,ASY,180,285,0,ST,120,Y,1.5,Flat,1
|
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46,M,ASY,180,280,0,ST,120,N,0,Up,0
|
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50,M,ATA,170,209,0,ST,116,N,0,Up,0
|
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48,M,ATA,130,245,0,Normal,160,N,0,Up,0
|
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45,M,NAP,135,192,0,Normal,110,N,0,Up,0
|
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41,F,ATA,125,184,0,Normal,180,N,0,Up,0
|
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62,F,TA,160,193,0,Normal,116,N,0,Up,0
|
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49,M,ASY,120,297,0,Normal,132,N,1,Flat,0
|
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42,M,ATA,150,268,0,Normal,136,N,0,Up,0
|
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53,M,ASY,120,246,0,Normal,116,Y,0,Flat,1
|
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57,F,TA,130,308,0,Normal,98,N,1,Flat,0
|
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47,M,TA,110,249,0,Normal,150,N,0,Up,0
|
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46,M,NAP,120,230,0,Normal,150,N,0,Up,0
|
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42,M,NAP,160,147,0,Normal,146,N,0,Up,0
|
||||
31,F,ATA,100,219,0,ST,150,N,0,Up,0
|
||||
56,M,ATA,130,184,0,Normal,100,N,0,Up,0
|
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50,M,ASY,150,215,0,Normal,140,Y,0,Up,0
|
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35,M,ATA,120,308,0,LVH,180,N,0,Up,0
|
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35,M,ATA,110,257,0,Normal,140,N,0,Flat,1
|
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28,M,ATA,130,132,0,LVH,185,N,0,Up,0
|
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54,M,ASY,125,216,0,Normal,140,N,0,Flat,1
|
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48,M,ASY,106,263,1,Normal,110,N,0,Flat,1
|
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50,F,NAP,140,288,0,Normal,140,Y,0,Flat,1
|
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56,M,NAP,130,276,0,Normal,128,Y,1,Up,0
|
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56,F,NAP,130,219,0,ST,164,N,0,Up,0
|
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47,M,ASY,150,226,0,Normal,98,Y,1.5,Flat,1
|
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30,F,TA,170,237,0,ST,170,N,0,Up,0
|
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39,M,ASY,110,280,0,Normal,150,N,0,Flat,1
|
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54,M,NAP,120,217,0,Normal,137,N,0,Up,0
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55,M,ATA,140,196,0,Normal,150,N,0,Up,0
|
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29,M,ATA,140,263,0,Normal,170,N,0,Up,0
|
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46,M,ASY,130,222,0,Normal,112,N,0,Flat,1
|
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51,F,ASY,160,303,0,Normal,150,Y,1,Flat,1
|
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48,F,NAP,120,195,0,Normal,125,N,0,Up,0
|
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33,M,NAP,120,298,0,Normal,185,N,0,Up,0
|
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55,M,ATA,120,256,1,Normal,137,N,0,Up,0
|
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50,M,ASY,145,264,0,Normal,150,N,0,Flat,1
|
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53,M,NAP,120,195,0,Normal,140,N,0,Up,0
|
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|
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41,M,ATA,120,295,0,Normal,170,N,0,Up,0
|
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|
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|
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40,M,NAP,130,281,0,Normal,167,N,0,Up,0
|
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38,F,ATA,120,275,0,Normal,129,N,0,Up,0
|
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41,M,ASY,112,250,0,Normal,142,N,0,Up,0
|
||||
54,F,ATA,140,309,0,ST,140,N,0,Up,0
|
||||
39,M,ATA,120,200,0,Normal,160,Y,1,Flat,0
|
||||
41,M,ASY,120,336,0,Normal,118,Y,3,Flat,1
|
||||
55,M,TA,140,295,0,Normal,136,N,0,Flat,1
|
||||
48,M,ASY,160,355,0,Normal,99,Y,2,Flat,1
|
||||
48,M,ASY,160,193,0,Normal,102,Y,3,Flat,1
|
||||
55,M,ATA,145,326,0,Normal,155,N,0,Up,0
|
||||
54,M,ASY,200,198,0,Normal,142,Y,2,Flat,1
|
||||
55,M,ATA,160,292,1,Normal,143,Y,2,Flat,1
|
||||
43,F,ATA,120,266,0,Normal,118,N,0,Up,0
|
||||
48,M,ASY,160,268,0,Normal,103,Y,1,Flat,1
|
||||
54,M,TA,120,171,0,Normal,137,N,2,Up,0
|
||||
54,M,NAP,120,237,0,Normal,150,Y,1.5,Flat,1
|
||||
48,M,ASY,122,275,1,ST,150,Y,2,Down,1
|
||||
45,M,ASY,130,219,0,ST,130,Y,1,Flat,1
|
||||
49,M,ASY,130,341,0,Normal,120,Y,1,Flat,1
|
||||
44,M,ASY,135,491,0,Normal,135,N,0,Flat,1
|
||||
48,M,ASY,120,260,0,Normal,115,N,2,Flat,1
|
||||
61,M,ASY,125,292,0,ST,115,Y,0,Up,0
|
||||
62,M,ATA,140,271,0,Normal,152,N,1,Up,0
|
||||
55,M,ASY,145,248,0,Normal,96,Y,2,Flat,1
|
||||
53,F,NAP,120,274,0,Normal,130,N,0,Up,0
|
||||
55,F,ATA,130,394,0,LVH,150,N,0,Up,0
|
||||
36,M,NAP,150,160,0,Normal,172,N,0,Up,0
|
||||
51,F,NAP,150,200,0,Normal,120,N,0.5,Up,0
|
||||
55,F,ATA,122,320,0,Normal,155,N,0,Up,0
|
||||
46,M,ATA,140,275,0,Normal,165,Y,0,Up,0
|
||||
54,F,ATA,120,221,0,Normal,138,N,1,Up,0
|
||||
46,M,ASY,120,231,0,Normal,115,Y,0,Flat,1
|
||||
59,M,ASY,130,126,0,Normal,125,N,0,Flat,1
|
||||
47,M,NAP,140,193,0,Normal,145,Y,1,Flat,1
|
||||
54,M,ATA,160,305,0,Normal,175,N,0,Up,0
|
||||
52,M,ASY,130,298,0,Normal,110,Y,1,Flat,1
|
||||
34,M,ATA,98,220,0,Normal,150,N,0,Up,0
|
||||
54,M,ASY,130,242,0,Normal,91,Y,1,Flat,1
|
||||
47,F,NAP,130,235,0,Normal,145,N,2,Flat,0
|
||||
45,M,ASY,120,225,0,Normal,140,N,0,Up,0
|
||||
32,F,ATA,105,198,0,Normal,165,N,0,Up,0
|
||||
55,M,ASY,140,201,0,Normal,130,Y,3,Flat,1
|
||||
55,M,NAP,120,220,0,LVH,134,N,0,Up,0
|
||||
45,F,ATA,180,295,0,Normal,180,N,0,Up,0
|
||||
59,M,NAP,180,213,0,Normal,100,N,0,Up,0
|
||||
51,M,NAP,135,160,0,Normal,150,N,2,Flat,1
|
||||
52,M,ASY,170,223,0,Normal,126,Y,1.5,Flat,1
|
||||
57,F,ASY,180,347,0,ST,126,Y,0.8,Flat,0
|
||||
54,F,ATA,130,253,0,ST,155,N,0,Up,0
|
||||
60,M,NAP,120,246,0,LVH,135,N,0,Up,0
|
||||
49,M,ASY,150,222,0,Normal,122,N,2,Flat,1
|
||||
51,F,NAP,130,220,0,Normal,160,Y,2,Up,0
|
||||
55,F,ATA,110,344,0,ST,160,N,0,Up,0
|
||||
42,M,ASY,140,358,0,Normal,170,N,0,Up,0
|
||||
51,F,NAP,110,190,0,Normal,120,N,0,Up,0
|
||||
59,M,ASY,140,169,0,Normal,140,N,0,Up,0
|
||||
53,M,ATA,120,181,0,Normal,132,N,0,Up,0
|
||||
48,F,ATA,133,308,0,ST,156,N,2,Up,0
|
||||
36,M,ATA,120,166,0,Normal,180,N,0,Up,0
|
||||
48,M,NAP,110,211,0,Normal,138,N,0,Up,0
|
||||
47,F,ATA,140,257,0,Normal,135,N,1,Up,0
|
||||
53,M,ASY,130,182,0,Normal,148,N,0,Up,0
|
||||
65,M,ASY,115,0,0,Normal,93,Y,0,Flat,1
|
||||
32,M,TA,95,0,1,Normal,127,N,0.7,Up,1
|
||||
61,M,ASY,105,0,1,Normal,110,Y,1.5,Up,1
|
||||
50,M,ASY,145,0,1,Normal,139,Y,0.7,Flat,1
|
||||
57,M,ASY,110,0,1,ST,131,Y,1.4,Up,1
|
||||
51,M,ASY,110,0,1,Normal,92,N,0,Flat,1
|
||||
47,M,ASY,110,0,1,ST,149,N,2.1,Up,1
|
||||
60,M,ASY,160,0,1,Normal,149,N,0.4,Flat,1
|
||||
55,M,ATA,140,0,0,ST,150,N,0.2,Up,0
|
||||
53,M,ASY,125,0,1,Normal,120,N,1.5,Up,1
|
||||
62,F,ASY,120,0,1,ST,123,Y,1.7,Down,1
|
||||
51,M,ASY,95,0,1,Normal,126,N,2.2,Flat,1
|
||||
51,F,ASY,120,0,1,Normal,127,Y,1.5,Up,1
|
||||
55,M,ASY,115,0,1,Normal,155,N,0.1,Flat,1
|
||||
53,M,ATA,130,0,0,ST,120,N,0.7,Down,0
|
||||
58,M,ASY,115,0,1,Normal,138,N,0.5,Up,1
|
||||
57,M,ASY,95,0,1,Normal,182,N,0.7,Down,1
|
||||
65,M,ASY,155,0,0,Normal,154,N,1,Up,0
|
||||
60,M,ASY,125,0,1,Normal,110,N,0.1,Up,1
|
||||
41,M,ASY,125,0,1,Normal,176,N,1.6,Up,1
|
||||
34,M,ASY,115,0,1,Normal,154,N,0.2,Up,1
|
||||
53,M,ASY,80,0,0,Normal,141,Y,2,Down,0
|
||||
74,M,ATA,145,0,1,ST,123,N,1.3,Up,1
|
||||
57,M,NAP,105,0,1,Normal,148,N,0.3,Flat,1
|
||||
56,M,ASY,140,0,1,Normal,121,Y,1.8,Up,1
|
||||
61,M,ASY,130,0,1,Normal,77,N,2.5,Flat,1
|
||||
68,M,ASY,145,0,1,Normal,136,N,1.8,Up,1
|
||||
59,M,NAP,125,0,1,Normal,175,N,2.6,Flat,1
|
||||
63,M,ASY,100,0,1,Normal,109,N,-0.9,Flat,1
|
||||
38,F,ASY,105,0,1,Normal,166,N,2.8,Up,1
|
||||
62,M,ASY,115,0,1,Normal,128,Y,2.5,Down,1
|
||||
46,M,ASY,100,0,1,ST,133,N,-2.6,Flat,1
|
||||
42,M,ASY,105,0,1,Normal,128,Y,-1.5,Down,1
|
||||
45,M,NAP,110,0,0,Normal,138,N,-0.1,Up,0
|
||||
59,M,ASY,125,0,1,Normal,119,Y,0.9,Up,1
|
||||
52,M,ASY,95,0,1,Normal,82,Y,0.8,Flat,1
|
||||
60,M,ASY,130,0,1,ST,130,Y,1.1,Down,1
|
||||
60,M,NAP,115,0,1,Normal,143,N,2.4,Up,1
|
||||
56,M,ASY,115,0,1,ST,82,N,-1,Up,1
|
||||
38,M,NAP,100,0,0,Normal,179,N,-1.1,Up,0
|
||||
40,M,ASY,95,0,1,ST,144,N,0,Up,1
|
||||
51,M,ASY,130,0,1,Normal,170,N,-0.7,Up,1
|
||||
62,M,TA,120,0,1,LVH,134,N,-0.8,Flat,1
|
||||
72,M,NAP,160,0,0,LVH,114,N,1.6,Flat,0
|
||||
63,M,ASY,150,0,1,ST,154,N,3.7,Up,1
|
||||
63,M,ASY,140,0,1,LVH,149,N,2,Up,1
|
||||
64,F,ASY,95,0,1,Normal,145,N,1.1,Down,1
|
||||
43,M,ASY,100,0,1,Normal,122,N,1.5,Down,1
|
||||
64,M,ASY,110,0,1,Normal,114,Y,1.3,Down,1
|
||||
61,M,ASY,110,0,1,Normal,113,N,1.4,Flat,1
|
||||
52,M,ASY,130,0,1,Normal,120,N,0,Flat,1
|
||||
51,M,ASY,120,0,1,Normal,104,N,0,Flat,1
|
||||
69,M,ASY,135,0,0,Normal,130,N,0,Flat,1
|
||||
59,M,ASY,120,0,0,Normal,115,N,0,Flat,1
|
||||
48,M,ASY,115,0,1,Normal,128,N,0,Flat,1
|
||||
69,M,ASY,137,0,0,ST,104,Y,1.6,Flat,1
|
||||
36,M,ASY,110,0,1,Normal,125,Y,1,Flat,1
|
||||
53,M,ASY,120,0,1,Normal,120,N,0,Flat,1
|
||||
43,M,ASY,140,0,0,ST,140,Y,0.5,Up,1
|
||||
56,M,ASY,120,0,0,ST,100,Y,-1,Down,1
|
||||
58,M,ASY,130,0,0,ST,100,Y,1,Flat,1
|
||||
55,M,ASY,120,0,0,ST,92,N,0.3,Up,1
|
||||
67,M,TA,145,0,0,LVH,125,N,0,Flat,1
|
||||
46,M,ASY,115,0,0,Normal,113,Y,1.5,Flat,1
|
||||
53,M,ATA,120,0,0,Normal,95,N,0,Flat,1
|
||||
38,M,NAP,115,0,0,Normal,128,Y,0,Flat,1
|
||||
53,M,NAP,105,0,0,Normal,115,N,0,Flat,1
|
||||
62,M,NAP,160,0,0,Normal,72,Y,0,Flat,1
|
||||
47,M,ASY,160,0,0,Normal,124,Y,0,Flat,1
|
||||
56,M,NAP,155,0,0,ST,99,N,0,Flat,1
|
||||
56,M,ASY,120,0,0,ST,148,N,0,Flat,1
|
||||
56,M,NAP,120,0,0,Normal,97,N,0,Flat,0
|
||||
64,F,ASY,200,0,0,Normal,140,Y,1,Flat,1
|
||||
61,M,ASY,150,0,0,Normal,117,Y,2,Flat,1
|
||||
68,M,ASY,135,0,0,ST,120,Y,0,Up,1
|
||||
57,M,ASY,140,0,0,Normal,120,Y,2,Flat,1
|
||||
63,M,ASY,150,0,0,Normal,86,Y,2,Flat,1
|
||||
60,M,ASY,135,0,0,Normal,63,Y,0.5,Up,1
|
||||
66,M,ASY,150,0,0,Normal,108,Y,2,Flat,1
|
||||
63,M,ASY,185,0,0,Normal,98,Y,0,Up,1
|
||||
59,M,ASY,135,0,0,Normal,115,Y,1,Flat,1
|
||||
61,M,ASY,125,0,0,Normal,105,Y,0,Down,1
|
||||
73,F,NAP,160,0,0,ST,121,N,0,Up,1
|
||||
47,M,NAP,155,0,0,Normal,118,Y,1,Flat,1
|
||||
65,M,ASY,160,0,1,ST,122,N,1.2,Flat,1
|
||||
70,M,ASY,140,0,1,Normal,157,Y,2,Flat,1
|
||||
50,M,ASY,120,0,0,ST,156,Y,0,Up,1
|
||||
60,M,ASY,160,0,0,ST,99,Y,0.5,Flat,1
|
||||
50,M,ASY,115,0,0,Normal,120,Y,0.5,Flat,1
|
||||
43,M,ASY,115,0,0,Normal,145,Y,2,Flat,1
|
||||
38,F,ASY,110,0,0,Normal,156,N,0,Flat,1
|
||||
54,M,ASY,120,0,0,Normal,155,N,0,Flat,1
|
||||
61,M,ASY,150,0,0,Normal,105,Y,0,Flat,1
|
||||
42,M,ASY,145,0,0,Normal,99,Y,0,Flat,1
|
||||
53,M,ASY,130,0,0,LVH,135,Y,1,Flat,1
|
||||
55,M,ASY,140,0,0,Normal,83,N,0,Flat,1
|
||||
61,M,ASY,160,0,1,ST,145,N,1,Flat,1
|
||||
51,M,ASY,140,0,0,Normal,60,N,0,Flat,1
|
||||
70,M,ASY,115,0,0,ST,92,Y,0,Flat,1
|
||||
61,M,ASY,130,0,0,LVH,115,N,0,Flat,1
|
||||
38,M,ASY,150,0,1,Normal,120,Y,0.7,Flat,1
|
||||
57,M,ASY,160,0,1,Normal,98,Y,2,Flat,1
|
||||
38,M,ASY,135,0,1,Normal,150,N,0,Flat,1
|
||||
62,F,TA,140,0,1,Normal,143,N,0,Flat,1
|
||||
58,M,ASY,170,0,1,ST,105,Y,0,Flat,1
|
||||
52,M,ASY,165,0,1,Normal,122,Y,1,Up,1
|
||||
61,M,NAP,200,0,1,ST,70,N,0,Flat,1
|
||||
50,F,ASY,160,0,1,Normal,110,N,0,Flat,1
|
||||
51,M,ASY,130,0,1,ST,163,N,0,Flat,1
|
||||
65,M,ASY,145,0,1,ST,67,N,0.7,Flat,1
|
||||
52,M,ASY,135,0,1,Normal,128,Y,2,Flat,1
|
||||
47,M,NAP,110,0,1,Normal,120,Y,0,Flat,1
|
||||
35,M,ASY,120,0,1,Normal,130,Y,1.2,Flat,1
|
||||
57,M,ASY,140,0,1,Normal,100,Y,0,Flat,1
|
||||
62,M,ASY,115,0,1,Normal,72,Y,-0.5,Flat,1
|
||||
59,M,ASY,110,0,1,Normal,94,N,0,Flat,1
|
||||
53,M,NAP,160,0,1,LVH,122,Y,0,Flat,1
|
||||
62,M,ASY,150,0,1,ST,78,N,2,Flat,1
|
||||
54,M,ASY,180,0,1,Normal,150,N,1.5,Flat,1
|
||||
56,M,ASY,125,0,1,Normal,103,Y,1,Flat,1
|
||||
56,M,NAP,125,0,1,Normal,98,N,-2,Flat,1
|
||||
54,M,ASY,130,0,1,Normal,110,Y,3,Flat,1
|
||||
66,F,ASY,155,0,1,Normal,90,N,0,Flat,1
|
||||
63,M,ASY,140,260,0,ST,112,Y,3,Flat,1
|
||||
44,M,ASY,130,209,0,ST,127,N,0,Up,0
|
||||
60,M,ASY,132,218,0,ST,140,Y,1.5,Down,1
|
||||
55,M,ASY,142,228,0,ST,149,Y,2.5,Up,1
|
||||
66,M,NAP,110,213,1,LVH,99,Y,1.3,Flat,0
|
||||
66,M,NAP,120,0,0,ST,120,N,-0.5,Up,0
|
||||
65,M,ASY,150,236,1,ST,105,Y,0,Flat,1
|
||||
60,M,NAP,180,0,0,ST,140,Y,1.5,Flat,0
|
||||
60,M,NAP,120,0,1,Normal,141,Y,2,Up,1
|
||||
60,M,ATA,160,267,1,ST,157,N,0.5,Flat,1
|
||||
56,M,ATA,126,166,0,ST,140,N,0,Up,0
|
||||
59,M,ASY,140,0,0,ST,117,Y,1,Flat,1
|
||||
62,M,ASY,110,0,0,Normal,120,Y,0.5,Flat,1
|
||||
63,M,NAP,133,0,0,LVH,120,Y,1,Flat,1
|
||||
57,M,ASY,128,0,1,ST,148,Y,1,Flat,1
|
||||
62,M,ASY,120,220,0,ST,86,N,0,Up,0
|
||||
63,M,ASY,170,177,0,Normal,84,Y,2.5,Down,1
|
||||
46,M,ASY,110,236,0,Normal,125,Y,2,Flat,1
|
||||
63,M,ASY,126,0,0,ST,120,N,1.5,Down,0
|
||||
60,M,ASY,152,0,0,ST,118,Y,0,Up,0
|
||||
58,M,ASY,116,0,0,Normal,124,N,1,Up,1
|
||||
64,M,ASY,120,0,1,ST,106,N,2,Flat,1
|
||||
63,M,NAP,130,0,0,ST,111,Y,0,Flat,1
|
||||
74,M,NAP,138,0,0,Normal,116,N,0.2,Up,0
|
||||
52,M,NAP,128,0,0,ST,180,N,3,Up,1
|
||||
69,M,ASY,130,0,1,ST,129,N,1,Flat,1
|
||||
51,M,ASY,128,0,1,ST,125,Y,1.2,Flat,1
|
||||
60,M,ASY,130,186,1,ST,140,Y,0.5,Flat,1
|
||||
56,M,ASY,120,100,0,Normal,120,Y,1.5,Flat,1
|
||||
55,M,NAP,136,228,0,ST,124,Y,1.6,Flat,1
|
||||
54,M,ASY,130,0,0,ST,117,Y,1.4,Flat,1
|
||||
77,M,ASY,124,171,0,ST,110,Y,2,Up,1
|
||||
63,M,ASY,160,230,1,Normal,105,Y,1,Flat,1
|
||||
55,M,NAP,0,0,0,Normal,155,N,1.5,Flat,1
|
||||
52,M,NAP,122,0,0,Normal,110,Y,2,Down,1
|
||||
64,M,ASY,144,0,0,ST,122,Y,1,Flat,1
|
||||
60,M,ASY,140,281,0,ST,118,Y,1.5,Flat,1
|
||||
60,M,ASY,120,0,0,Normal,133,Y,2,Up,0
|
||||
58,M,ASY,136,203,1,Normal,123,Y,1.2,Flat,1
|
||||
59,M,ASY,154,0,0,ST,131,Y,1.5,Up,0
|
||||
61,M,NAP,120,0,0,Normal,80,Y,0,Flat,1
|
||||
40,M,ASY,125,0,1,Normal,165,N,0,Flat,1
|
||||
61,M,ASY,134,0,1,ST,86,N,1.5,Flat,1
|
||||
41,M,ASY,104,0,0,ST,111,N,0,Up,0
|
||||
57,M,ASY,139,277,1,ST,118,Y,1.9,Flat,1
|
||||
63,M,ASY,136,0,0,Normal,84,Y,0,Flat,1
|
||||
59,M,ASY,122,233,0,Normal,117,Y,1.3,Down,1
|
||||
51,M,ASY,128,0,0,Normal,107,N,0,Up,0
|
||||
59,M,NAP,131,0,0,Normal,128,Y,2,Down,1
|
||||
42,M,NAP,134,240,0,Normal,160,N,0,Up,0
|
||||
55,M,NAP,120,0,0,ST,125,Y,2.5,Flat,1
|
||||
63,F,ATA,132,0,0,Normal,130,N,0.1,Up,0
|
||||
62,M,ASY,152,153,0,ST,97,Y,1.6,Up,1
|
||||
56,M,ATA,124,224,1,Normal,161,N,2,Flat,0
|
||||
53,M,ASY,126,0,0,Normal,106,N,0,Flat,1
|
||||
68,M,ASY,138,0,0,Normal,130,Y,3,Flat,1
|
||||
53,M,ASY,154,0,1,ST,140,Y,1.5,Flat,1
|
||||
60,M,NAP,141,316,1,ST,122,Y,1.7,Flat,1
|
||||
62,M,ATA,131,0,0,Normal,130,N,0.1,Up,0
|
||||
59,M,ASY,178,0,1,LVH,120,Y,0,Flat,1
|
||||
51,M,ASY,132,218,1,LVH,139,N,0.1,Up,0
|
||||
61,M,ASY,110,0,1,Normal,108,Y,2,Down,1
|
||||
57,M,ASY,130,311,1,ST,148,Y,2,Flat,1
|
||||
56,M,NAP,170,0,0,LVH,123,Y,2.5,Flat,1
|
||||
58,M,ATA,126,0,1,Normal,110,Y,2,Flat,1
|
||||
69,M,NAP,140,0,1,ST,118,N,2.5,Down,1
|
||||
67,M,TA,142,270,1,Normal,125,N,2.5,Up,1
|
||||
58,M,ASY,120,0,0,LVH,106,Y,1.5,Down,1
|
||||
65,M,ASY,134,0,0,Normal,112,Y,1.1,Flat,1
|
||||
63,M,ATA,139,217,1,ST,128,Y,1.2,Flat,1
|
||||
55,M,ATA,110,214,1,ST,180,N,0.4,Up,0
|
||||
57,M,ASY,140,214,0,ST,144,Y,2,Flat,1
|
||||
65,M,TA,140,252,0,Normal,135,N,0.3,Up,0
|
||||
54,M,ASY,136,220,0,Normal,140,Y,3,Flat,1
|
||||
72,M,NAP,120,214,0,Normal,102,Y,1,Flat,1
|
||||
75,M,ASY,170,203,1,ST,108,N,0,Flat,1
|
||||
49,M,TA,130,0,0,ST,145,N,3,Flat,1
|
||||
51,M,NAP,137,339,0,Normal,127,Y,1.7,Flat,1
|
||||
60,M,ASY,142,216,0,Normal,110,Y,2.5,Flat,1
|
||||
64,F,ASY,142,276,0,Normal,140,Y,1,Flat,1
|
||||
58,M,ASY,132,458,1,Normal,69,N,1,Down,0
|
||||
61,M,ASY,146,241,0,Normal,148,Y,3,Down,1
|
||||
67,M,ASY,160,384,1,ST,130,Y,0,Flat,1
|
||||
62,M,ASY,135,297,0,Normal,130,Y,1,Flat,1
|
||||
65,M,ASY,136,248,0,Normal,140,Y,4,Down,1
|
||||
63,M,ASY,130,308,0,Normal,138,Y,2,Flat,1
|
||||
69,M,ASY,140,208,0,ST,140,Y,2,Flat,1
|
||||
51,M,ASY,132,227,1,ST,138,N,0.2,Up,0
|
||||
62,M,ASY,158,210,1,Normal,112,Y,3,Down,1
|
||||
55,M,NAP,136,245,1,ST,131,Y,1.2,Flat,1
|
||||
75,M,ASY,136,225,0,Normal,112,Y,3,Flat,1
|
||||
40,M,NAP,106,240,0,Normal,80,Y,0,Up,0
|
||||
67,M,ASY,120,0,1,Normal,150,N,1.5,Down,1
|
||||
58,M,ASY,110,198,0,Normal,110,N,0,Flat,1
|
||||
60,M,ASY,136,195,0,Normal,126,N,0.3,Up,0
|
||||
63,M,ASY,160,267,1,ST,88,Y,2,Flat,1
|
||||
35,M,NAP,123,161,0,ST,153,N,-0.1,Up,0
|
||||
62,M,TA,112,258,0,ST,150,Y,1.3,Flat,1
|
||||
43,M,ASY,122,0,0,Normal,120,N,0.5,Up,1
|
||||
63,M,NAP,130,0,1,ST,160,N,3,Flat,0
|
||||
68,M,NAP,150,195,1,Normal,132,N,0,Flat,1
|
||||
65,M,ASY,150,235,0,Normal,120,Y,1.5,Flat,1
|
||||
48,M,NAP,102,0,1,ST,110,Y,1,Down,1
|
||||
63,M,ASY,96,305,0,ST,121,Y,1,Up,1
|
||||
64,M,ASY,130,223,0,ST,128,N,0.5,Flat,0
|
||||
61,M,ASY,120,282,0,ST,135,Y,4,Down,1
|
||||
50,M,ASY,144,349,0,LVH,120,Y,1,Up,1
|
||||
59,M,ASY,124,160,0,Normal,117,Y,1,Flat,1
|
||||
55,M,ASY,150,160,0,ST,150,N,0,Up,0
|
||||
45,M,NAP,130,236,0,Normal,144,N,0.1,Up,0
|
||||
65,M,ASY,144,312,0,LVH,113,Y,1.7,Flat,1
|
||||
61,M,ATA,139,283,0,Normal,135,N,0.3,Up,0
|
||||
49,M,NAP,131,142,0,Normal,127,Y,1.5,Flat,1
|
||||
72,M,ASY,143,211,0,Normal,109,Y,1.4,Flat,1
|
||||
50,M,ASY,133,218,0,Normal,128,Y,1.1,Flat,1
|
||||
64,M,ASY,143,306,1,ST,115,Y,1.8,Flat,1
|
||||
55,M,ASY,116,186,1,ST,102,N,0,Flat,1
|
||||
63,M,ASY,110,252,0,ST,140,Y,2,Flat,1
|
||||
59,M,ASY,125,222,0,Normal,135,Y,2.5,Down,1
|
||||
56,M,ASY,130,0,0,LVH,122,Y,1,Flat,1
|
||||
62,M,NAP,133,0,1,ST,119,Y,1.2,Flat,1
|
||||
74,M,ASY,150,258,1,ST,130,Y,4,Down,1
|
||||
54,M,ASY,130,202,1,Normal,112,Y,2,Flat,1
|
||||
57,M,ASY,110,197,0,LVH,100,N,0,Up,0
|
||||
62,M,NAP,138,204,0,ST,122,Y,1.2,Flat,1
|
||||
76,M,NAP,104,113,0,LVH,120,N,3.5,Down,1
|
||||
54,F,ASY,138,274,0,Normal,105,Y,1.5,Flat,1
|
||||
70,M,ASY,170,192,0,ST,129,Y,3,Down,1
|
||||
61,F,ATA,140,298,1,Normal,120,Y,0,Up,0
|
||||
48,M,ASY,132,272,0,ST,139,N,0.2,Up,0
|
||||
48,M,NAP,132,220,1,ST,162,N,0,Flat,1
|
||||
61,M,TA,142,200,1,ST,100,N,1.5,Down,1
|
||||
66,M,ASY,112,261,0,Normal,140,N,1.5,Up,1
|
||||
68,M,TA,139,181,1,ST,135,N,0.2,Up,0
|
||||
55,M,ASY,172,260,0,Normal,73,N,2,Flat,1
|
||||
62,M,NAP,120,220,0,LVH,86,N,0,Up,0
|
||||
71,M,NAP,144,221,0,Normal,108,Y,1.8,Flat,1
|
||||
74,M,TA,145,216,1,Normal,116,Y,1.8,Flat,1
|
||||
53,M,NAP,155,175,1,ST,160,N,0.3,Up,0
|
||||
58,M,NAP,150,219,0,ST,118,Y,0,Flat,1
|
||||
75,M,ASY,160,310,1,Normal,112,Y,2,Down,0
|
||||
56,M,NAP,137,208,1,ST,122,Y,1.8,Flat,1
|
||||
58,M,NAP,137,232,0,ST,124,Y,1.4,Flat,1
|
||||
64,M,ASY,134,273,0,Normal,102,Y,4,Down,1
|
||||
54,M,NAP,133,203,0,ST,137,N,0.2,Up,0
|
||||
54,M,ATA,132,182,0,ST,141,N,0.1,Up,0
|
||||
59,M,ASY,140,274,0,Normal,154,Y,2,Flat,0
|
||||
55,M,ASY,135,204,1,ST,126,Y,1.1,Flat,1
|
||||
57,M,ASY,144,270,1,ST,160,Y,2,Flat,1
|
||||
61,M,ASY,141,292,0,ST,115,Y,1.7,Flat,1
|
||||
41,M,ASY,150,171,0,Normal,128,Y,1.5,Flat,0
|
||||
71,M,ASY,130,221,0,ST,115,Y,0,Flat,1
|
||||
38,M,ASY,110,289,0,Normal,105,Y,1.5,Down,1
|
||||
55,M,ASY,158,217,0,Normal,110,Y,2.5,Flat,1
|
||||
56,M,ASY,128,223,0,ST,119,Y,2,Down,1
|
||||
69,M,ASY,140,110,1,Normal,109,Y,1.5,Flat,1
|
||||
64,M,ASY,150,193,0,ST,135,Y,0.5,Flat,1
|
||||
72,M,ASY,160,123,1,LVH,130,N,1.5,Flat,1
|
||||
69,M,ASY,142,210,1,ST,112,Y,1.5,Flat,1
|
||||
56,M,ASY,137,282,1,Normal,126,Y,1.2,Flat,1
|
||||
62,M,ASY,139,170,0,ST,120,Y,3,Flat,1
|
||||
67,M,ASY,146,369,0,Normal,110,Y,1.9,Flat,1
|
||||
57,M,ASY,156,173,0,LVH,119,Y,3,Down,1
|
||||
69,M,ASY,145,289,1,ST,110,Y,1.8,Flat,1
|
||||
51,M,ASY,131,152,1,LVH,130,Y,1,Flat,1
|
||||
48,M,ASY,140,208,0,Normal,159,Y,1.5,Up,1
|
||||
69,M,ASY,122,216,1,LVH,84,Y,0,Flat,1
|
||||
69,M,NAP,142,271,0,LVH,126,N,0.3,Up,0
|
||||
64,M,ASY,141,244,1,ST,116,Y,1.5,Flat,1
|
||||
57,M,ATA,180,285,1,ST,120,N,0.8,Flat,1
|
||||
53,M,ASY,124,243,0,Normal,122,Y,2,Flat,1
|
||||
37,M,NAP,118,240,0,LVH,165,N,1,Flat,0
|
||||
67,M,ASY,140,219,0,ST,122,Y,2,Flat,1
|
||||
74,M,NAP,140,237,1,Normal,94,N,0,Flat,1
|
||||
63,M,ATA,136,165,0,ST,133,N,0.2,Up,0
|
||||
58,M,ASY,100,213,0,ST,110,N,0,Up,0
|
||||
61,M,ASY,190,287,1,LVH,150,Y,2,Down,1
|
||||
64,M,ASY,130,258,1,LVH,130,N,0,Flat,1
|
||||
58,M,ASY,160,256,1,LVH,113,Y,1,Up,1
|
||||
60,M,ASY,130,186,1,LVH,140,Y,0.5,Flat,1
|
||||
57,M,ASY,122,264,0,LVH,100,N,0,Flat,1
|
||||
55,M,NAP,133,185,0,ST,136,N,0.2,Up,0
|
||||
55,M,ASY,120,226,0,LVH,127,Y,1.7,Down,1
|
||||
56,M,ASY,130,203,1,Normal,98,N,1.5,Flat,1
|
||||
57,M,ASY,130,207,0,ST,96,Y,1,Flat,0
|
||||
61,M,NAP,140,284,0,Normal,123,Y,1.3,Flat,1
|
||||
61,M,NAP,120,337,0,Normal,98,Y,0,Flat,1
|
||||
74,M,ASY,155,310,0,Normal,112,Y,1.5,Down,1
|
||||
68,M,NAP,134,254,1,Normal,151,Y,0,Up,0
|
||||
51,F,ASY,114,258,1,LVH,96,N,1,Up,0
|
||||
62,M,ASY,160,254,1,ST,108,Y,3,Flat,1
|
||||
53,M,ASY,144,300,1,ST,128,Y,1.5,Flat,1
|
||||
62,M,ASY,158,170,0,ST,138,Y,0,Flat,1
|
||||
46,M,ASY,134,310,0,Normal,126,N,0,Flat,1
|
||||
54,F,ASY,127,333,1,ST,154,N,0,Flat,1
|
||||
62,M,TA,135,139,0,ST,137,N,0.2,Up,0
|
||||
55,M,ASY,122,223,1,ST,100,N,0,Flat,1
|
||||
58,M,ASY,140,385,1,LVH,135,N,0.3,Up,0
|
||||
62,M,ATA,120,254,0,LVH,93,Y,0,Flat,1
|
||||
70,M,ASY,130,322,0,LVH,109,N,2.4,Flat,1
|
||||
67,F,NAP,115,564,0,LVH,160,N,1.6,Flat,0
|
||||
57,M,ATA,124,261,0,Normal,141,N,0.3,Up,1
|
||||
64,M,ASY,128,263,0,Normal,105,Y,0.2,Flat,0
|
||||
74,F,ATA,120,269,0,LVH,121,Y,0.2,Up,0
|
||||
65,M,ASY,120,177,0,Normal,140,N,0.4,Up,0
|
||||
56,M,NAP,130,256,1,LVH,142,Y,0.6,Flat,1
|
||||
59,M,ASY,110,239,0,LVH,142,Y,1.2,Flat,1
|
||||
60,M,ASY,140,293,0,LVH,170,N,1.2,Flat,1
|
||||
63,F,ASY,150,407,0,LVH,154,N,4,Flat,1
|
||||
59,M,ASY,135,234,0,Normal,161,N,0.5,Flat,0
|
||||
53,M,ASY,142,226,0,LVH,111,Y,0,Up,0
|
||||
44,M,NAP,140,235,0,LVH,180,N,0,Up,0
|
||||
61,M,TA,134,234,0,Normal,145,N,2.6,Flat,1
|
||||
57,F,ASY,128,303,0,LVH,159,N,0,Up,0
|
||||
71,F,ASY,112,149,0,Normal,125,N,1.6,Flat,0
|
||||
46,M,ASY,140,311,0,Normal,120,Y,1.8,Flat,1
|
||||
53,M,ASY,140,203,1,LVH,155,Y,3.1,Down,1
|
||||
64,M,TA,110,211,0,LVH,144,Y,1.8,Flat,0
|
||||
40,M,TA,140,199,0,Normal,178,Y,1.4,Up,0
|
||||
67,M,ASY,120,229,0,LVH,129,Y,2.6,Flat,1
|
||||
48,M,ATA,130,245,0,LVH,180,N,0.2,Flat,0
|
||||
43,M,ASY,115,303,0,Normal,181,N,1.2,Flat,0
|
||||
47,M,ASY,112,204,0,Normal,143,N,0.1,Up,0
|
||||
54,F,ATA,132,288,1,LVH,159,Y,0,Up,0
|
||||
48,F,NAP,130,275,0,Normal,139,N,0.2,Up,0
|
||||
46,F,ASY,138,243,0,LVH,152,Y,0,Flat,0
|
||||
51,F,NAP,120,295,0,LVH,157,N,0.6,Up,0
|
||||
58,M,NAP,112,230,0,LVH,165,N,2.5,Flat,1
|
||||
71,F,NAP,110,265,1,LVH,130,N,0,Up,0
|
||||
57,M,NAP,128,229,0,LVH,150,N,0.4,Flat,1
|
||||
66,M,ASY,160,228,0,LVH,138,N,2.3,Up,0
|
||||
37,F,NAP,120,215,0,Normal,170,N,0,Up,0
|
||||
59,M,ASY,170,326,0,LVH,140,Y,3.4,Down,1
|
||||
50,M,ASY,144,200,0,LVH,126,Y,0.9,Flat,1
|
||||
48,M,ASY,130,256,1,LVH,150,Y,0,Up,1
|
||||
61,M,ASY,140,207,0,LVH,138,Y,1.9,Up,1
|
||||
59,M,TA,160,273,0,LVH,125,N,0,Up,1
|
||||
42,M,NAP,130,180,0,Normal,150,N,0,Up,0
|
||||
48,M,ASY,122,222,0,LVH,186,N,0,Up,0
|
||||
40,M,ASY,152,223,0,Normal,181,N,0,Up,1
|
||||
62,F,ASY,124,209,0,Normal,163,N,0,Up,0
|
||||
44,M,NAP,130,233,0,Normal,179,Y,0.4,Up,0
|
||||
46,M,ATA,101,197,1,Normal,156,N,0,Up,0
|
||||
59,M,NAP,126,218,1,Normal,134,N,2.2,Flat,1
|
||||
58,M,NAP,140,211,1,LVH,165,N,0,Up,0
|
||||
49,M,NAP,118,149,0,LVH,126,N,0.8,Up,1
|
||||
44,M,ASY,110,197,0,LVH,177,N,0,Up,1
|
||||
66,M,ATA,160,246,0,Normal,120,Y,0,Flat,1
|
||||
65,F,ASY,150,225,0,LVH,114,N,1,Flat,1
|
||||
42,M,ASY,136,315,0,Normal,125,Y,1.8,Flat,1
|
||||
52,M,ATA,128,205,1,Normal,184,N,0,Up,0
|
||||
65,F,NAP,140,417,1,LVH,157,N,0.8,Up,0
|
||||
63,F,ATA,140,195,0,Normal,179,N,0,Up,0
|
||||
45,F,ATA,130,234,0,LVH,175,N,0.6,Flat,0
|
||||
41,F,ATA,105,198,0,Normal,168,N,0,Up,0
|
||||
61,M,ASY,138,166,0,LVH,125,Y,3.6,Flat,1
|
||||
60,F,NAP,120,178,1,Normal,96,N,0,Up,0
|
||||
59,F,ASY,174,249,0,Normal,143,Y,0,Flat,1
|
||||
62,M,ATA,120,281,0,LVH,103,N,1.4,Flat,1
|
||||
57,M,NAP,150,126,1,Normal,173,N,0.2,Up,0
|
||||
51,F,ASY,130,305,0,Normal,142,Y,1.2,Flat,1
|
||||
44,M,NAP,120,226,0,Normal,169,N,0,Up,0
|
||||
60,F,TA,150,240,0,Normal,171,N,0.9,Up,0
|
||||
63,M,TA,145,233,1,LVH,150,N,2.3,Down,0
|
||||
57,M,ASY,150,276,0,LVH,112,Y,0.6,Flat,1
|
||||
51,M,ASY,140,261,0,LVH,186,Y,0,Up,0
|
||||
58,F,ATA,136,319,1,LVH,152,N,0,Up,1
|
||||
44,F,NAP,118,242,0,Normal,149,N,0.3,Flat,0
|
||||
47,M,NAP,108,243,0,Normal,152,N,0,Up,1
|
||||
61,M,ASY,120,260,0,Normal,140,Y,3.6,Flat,1
|
||||
57,F,ASY,120,354,0,Normal,163,Y,0.6,Up,0
|
||||
70,M,ATA,156,245,0,LVH,143,N,0,Up,0
|
||||
76,F,NAP,140,197,0,ST,116,N,1.1,Flat,0
|
||||
67,F,ASY,106,223,0,Normal,142,N,0.3,Up,0
|
||||
45,M,ASY,142,309,0,LVH,147,Y,0,Flat,1
|
||||
45,M,ASY,104,208,0,LVH,148,Y,3,Flat,0
|
||||
39,F,NAP,94,199,0,Normal,179,N,0,Up,0
|
||||
42,F,NAP,120,209,0,Normal,173,N,0,Flat,0
|
||||
56,M,ATA,120,236,0,Normal,178,N,0.8,Up,0
|
||||
58,M,ASY,146,218,0,Normal,105,N,2,Flat,1
|
||||
35,M,ASY,120,198,0,Normal,130,Y,1.6,Flat,1
|
||||
58,M,ASY,150,270,0,LVH,111,Y,0.8,Up,1
|
||||
41,M,NAP,130,214,0,LVH,168,N,2,Flat,0
|
||||
57,M,ASY,110,201,0,Normal,126,Y,1.5,Flat,0
|
||||
42,M,TA,148,244,0,LVH,178,N,0.8,Up,0
|
||||
62,M,ATA,128,208,1,LVH,140,N,0,Up,0
|
||||
59,M,TA,178,270,0,LVH,145,N,4.2,Down,0
|
||||
41,F,ATA,126,306,0,Normal,163,N,0,Up,0
|
||||
50,M,ASY,150,243,0,LVH,128,N,2.6,Flat,1
|
||||
59,M,ATA,140,221,0,Normal,164,Y,0,Up,0
|
||||
61,F,ASY,130,330,0,LVH,169,N,0,Up,1
|
||||
54,M,ASY,124,266,0,LVH,109,Y,2.2,Flat,1
|
||||
54,M,ASY,110,206,0,LVH,108,Y,0,Flat,1
|
||||
52,M,ASY,125,212,0,Normal,168,N,1,Up,1
|
||||
47,M,ASY,110,275,0,LVH,118,Y,1,Flat,1
|
||||
66,M,ASY,120,302,0,LVH,151,N,0.4,Flat,0
|
||||
58,M,ASY,100,234,0,Normal,156,N,0.1,Up,1
|
||||
64,F,NAP,140,313,0,Normal,133,N,0.2,Up,0
|
||||
50,F,ATA,120,244,0,Normal,162,N,1.1,Up,0
|
||||
44,F,NAP,108,141,0,Normal,175,N,0.6,Flat,0
|
||||
67,M,ASY,120,237,0,Normal,71,N,1,Flat,1
|
||||
49,F,ASY,130,269,0,Normal,163,N,0,Up,0
|
||||
57,M,ASY,165,289,1,LVH,124,N,1,Flat,1
|
||||
63,M,ASY,130,254,0,LVH,147,N,1.4,Flat,1
|
||||
48,M,ASY,124,274,0,LVH,166,N,0.5,Flat,1
|
||||
51,M,NAP,100,222,0,Normal,143,Y,1.2,Flat,0
|
||||
60,F,ASY,150,258,0,LVH,157,N,2.6,Flat,1
|
||||
59,M,ASY,140,177,0,Normal,162,Y,0,Up,1
|
||||
45,F,ATA,112,160,0,Normal,138,N,0,Flat,0
|
||||
55,F,ASY,180,327,0,ST,117,Y,3.4,Flat,1
|
||||
41,M,ATA,110,235,0,Normal,153,N,0,Up,0
|
||||
60,F,ASY,158,305,0,LVH,161,N,0,Up,1
|
||||
54,F,NAP,135,304,1,Normal,170,N,0,Up,0
|
||||
42,M,ATA,120,295,0,Normal,162,N,0,Up,0
|
||||
49,F,ATA,134,271,0,Normal,162,N,0,Flat,0
|
||||
46,M,ASY,120,249,0,LVH,144,N,0.8,Up,1
|
||||
56,F,ASY,200,288,1,LVH,133,Y,4,Down,1
|
||||
66,F,TA,150,226,0,Normal,114,N,2.6,Down,0
|
||||
56,M,ASY,130,283,1,LVH,103,Y,1.6,Down,1
|
||||
49,M,NAP,120,188,0,Normal,139,N,2,Flat,1
|
||||
54,M,ASY,122,286,0,LVH,116,Y,3.2,Flat,1
|
||||
57,M,ASY,152,274,0,Normal,88,Y,1.2,Flat,1
|
||||
65,F,NAP,160,360,0,LVH,151,N,0.8,Up,0
|
||||
54,M,NAP,125,273,0,LVH,152,N,0.5,Down,0
|
||||
54,F,NAP,160,201,0,Normal,163,N,0,Up,0
|
||||
62,M,ASY,120,267,0,Normal,99,Y,1.8,Flat,1
|
||||
52,F,NAP,136,196,0,LVH,169,N,0.1,Flat,0
|
||||
52,M,ATA,134,201,0,Normal,158,N,0.8,Up,0
|
||||
60,M,ASY,117,230,1,Normal,160,Y,1.4,Up,1
|
||||
63,F,ASY,108,269,0,Normal,169,Y,1.8,Flat,1
|
||||
66,M,ASY,112,212,0,LVH,132,Y,0.1,Up,1
|
||||
42,M,ASY,140,226,0,Normal,178,N,0,Up,0
|
||||
64,M,ASY,120,246,0,LVH,96,Y,2.2,Down,1
|
||||
54,M,NAP,150,232,0,LVH,165,N,1.6,Up,0
|
||||
46,F,NAP,142,177,0,LVH,160,Y,1.4,Down,0
|
||||
67,F,NAP,152,277,0,Normal,172,N,0,Up,0
|
||||
56,M,ASY,125,249,1,LVH,144,Y,1.2,Flat,1
|
||||
34,F,ATA,118,210,0,Normal,192,N,0.7,Up,0
|
||||
57,M,ASY,132,207,0,Normal,168,Y,0,Up,0
|
||||
64,M,ASY,145,212,0,LVH,132,N,2,Flat,1
|
||||
59,M,ASY,138,271,0,LVH,182,N,0,Up,0
|
||||
50,M,NAP,140,233,0,Normal,163,N,0.6,Flat,1
|
||||
51,M,TA,125,213,0,LVH,125,Y,1.4,Up,0
|
||||
54,M,ATA,192,283,0,LVH,195,N,0,Up,1
|
||||
53,M,ASY,123,282,0,Normal,95,Y,2,Flat,1
|
||||
52,M,ASY,112,230,0,Normal,160,N,0,Up,1
|
||||
40,M,ASY,110,167,0,LVH,114,Y,2,Flat,1
|
||||
58,M,NAP,132,224,0,LVH,173,N,3.2,Up,1
|
||||
41,F,NAP,112,268,0,LVH,172,Y,0,Up,0
|
||||
41,M,NAP,112,250,0,Normal,179,N,0,Up,0
|
||||
50,F,NAP,120,219,0,Normal,158,N,1.6,Flat,0
|
||||
54,F,NAP,108,267,0,LVH,167,N,0,Up,0
|
||||
64,F,ASY,130,303,0,Normal,122,N,2,Flat,0
|
||||
51,F,NAP,130,256,0,LVH,149,N,0.5,Up,0
|
||||
46,F,ATA,105,204,0,Normal,172,N,0,Up,0
|
||||
55,M,ASY,140,217,0,Normal,111,Y,5.6,Down,1
|
||||
45,M,ATA,128,308,0,LVH,170,N,0,Up,0
|
||||
56,M,TA,120,193,0,LVH,162,N,1.9,Flat,0
|
||||
66,F,ASY,178,228,1,Normal,165,Y,1,Flat,1
|
||||
38,M,TA,120,231,0,Normal,182,Y,3.8,Flat,1
|
||||
62,F,ASY,150,244,0,Normal,154,Y,1.4,Flat,1
|
||||
55,M,ATA,130,262,0,Normal,155,N,0,Up,0
|
||||
58,M,ASY,128,259,0,LVH,130,Y,3,Flat,1
|
||||
43,M,ASY,110,211,0,Normal,161,N,0,Up,0
|
||||
64,F,ASY,180,325,0,Normal,154,Y,0,Up,0
|
||||
50,F,ASY,110,254,0,LVH,159,N,0,Up,0
|
||||
53,M,NAP,130,197,1,LVH,152,N,1.2,Down,0
|
||||
45,F,ASY,138,236,0,LVH,152,Y,0.2,Flat,0
|
||||
65,M,TA,138,282,1,LVH,174,N,1.4,Flat,1
|
||||
69,M,TA,160,234,1,LVH,131,N,0.1,Flat,0
|
||||
69,M,NAP,140,254,0,LVH,146,N,2,Flat,1
|
||||
67,M,ASY,100,299,0,LVH,125,Y,0.9,Flat,1
|
||||
68,F,NAP,120,211,0,LVH,115,N,1.5,Flat,0
|
||||
34,M,TA,118,182,0,LVH,174,N,0,Up,0
|
||||
62,F,ASY,138,294,1,Normal,106,N,1.9,Flat,1
|
||||
51,M,ASY,140,298,0,Normal,122,Y,4.2,Flat,1
|
||||
46,M,NAP,150,231,0,Normal,147,N,3.6,Flat,1
|
||||
67,M,ASY,125,254,1,Normal,163,N,0.2,Flat,1
|
||||
50,M,NAP,129,196,0,Normal,163,N,0,Up,0
|
||||
42,M,NAP,120,240,1,Normal,194,N,0.8,Down,0
|
||||
56,F,ASY,134,409,0,LVH,150,Y,1.9,Flat,1
|
||||
41,M,ASY,110,172,0,LVH,158,N,0,Up,1
|
||||
42,F,ASY,102,265,0,LVH,122,N,0.6,Flat,0
|
||||
53,M,NAP,130,246,1,LVH,173,N,0,Up,0
|
||||
43,M,NAP,130,315,0,Normal,162,N,1.9,Up,0
|
||||
56,M,ASY,132,184,0,LVH,105,Y,2.1,Flat,1
|
||||
52,M,ASY,108,233,1,Normal,147,N,0.1,Up,0
|
||||
62,F,ASY,140,394,0,LVH,157,N,1.2,Flat,0
|
||||
70,M,NAP,160,269,0,Normal,112,Y,2.9,Flat,1
|
||||
54,M,ASY,140,239,0,Normal,160,N,1.2,Up,0
|
||||
70,M,ASY,145,174,0,Normal,125,Y,2.6,Down,1
|
||||
54,M,ATA,108,309,0,Normal,156,N,0,Up,0
|
||||
35,M,ASY,126,282,0,LVH,156,Y,0,Up,1
|
||||
48,M,NAP,124,255,1,Normal,175,N,0,Up,0
|
||||
55,F,ATA,135,250,0,LVH,161,N,1.4,Flat,0
|
||||
58,F,ASY,100,248,0,LVH,122,N,1,Flat,0
|
||||
54,F,NAP,110,214,0,Normal,158,N,1.6,Flat,0
|
||||
69,F,TA,140,239,0,Normal,151,N,1.8,Up,0
|
||||
77,M,ASY,125,304,0,LVH,162,Y,0,Up,1
|
||||
68,M,NAP,118,277,0,Normal,151,N,1,Up,0
|
||||
58,M,ASY,125,300,0,LVH,171,N,0,Up,1
|
||||
60,M,ASY,125,258,0,LVH,141,Y,2.8,Flat,1
|
||||
51,M,ASY,140,299,0,Normal,173,Y,1.6,Up,1
|
||||
55,M,ASY,160,289,0,LVH,145,Y,0.8,Flat,1
|
||||
52,M,TA,152,298,1,Normal,178,N,1.2,Flat,0
|
||||
60,F,NAP,102,318,0,Normal,160,N,0,Up,0
|
||||
58,M,NAP,105,240,0,LVH,154,Y,0.6,Flat,0
|
||||
64,M,NAP,125,309,0,Normal,131,Y,1.8,Flat,1
|
||||
37,M,NAP,130,250,0,Normal,187,N,3.5,Down,0
|
||||
59,M,TA,170,288,0,LVH,159,N,0.2,Flat,1
|
||||
51,M,NAP,125,245,1,LVH,166,N,2.4,Flat,0
|
||||
43,F,NAP,122,213,0,Normal,165,N,0.2,Flat,0
|
||||
58,M,ASY,128,216,0,LVH,131,Y,2.2,Flat,1
|
||||
29,M,ATA,130,204,0,LVH,202,N,0,Up,0
|
||||
41,F,ATA,130,204,0,LVH,172,N,1.4,Up,0
|
||||
63,F,NAP,135,252,0,LVH,172,N,0,Up,0
|
||||
51,M,NAP,94,227,0,Normal,154,Y,0,Up,0
|
||||
54,M,NAP,120,258,0,LVH,147,N,0.4,Flat,0
|
||||
44,M,ATA,120,220,0,Normal,170,N,0,Up,0
|
||||
54,M,ASY,110,239,0,Normal,126,Y,2.8,Flat,1
|
||||
65,M,ASY,135,254,0,LVH,127,N,2.8,Flat,1
|
||||
57,M,NAP,150,168,0,Normal,174,N,1.6,Up,0
|
||||
63,M,ASY,130,330,1,LVH,132,Y,1.8,Up,1
|
||||
35,F,ASY,138,183,0,Normal,182,N,1.4,Up,0
|
||||
41,M,ATA,135,203,0,Normal,132,N,0,Flat,0
|
||||
62,F,NAP,130,263,0,Normal,97,N,1.2,Flat,1
|
||||
43,F,ASY,132,341,1,LVH,136,Y,3,Flat,1
|
||||
58,F,TA,150,283,1,LVH,162,N,1,Up,0
|
||||
52,M,TA,118,186,0,LVH,190,N,0,Flat,0
|
||||
61,F,ASY,145,307,0,LVH,146,Y,1,Flat,1
|
||||
39,M,ASY,118,219,0,Normal,140,N,1.2,Flat,1
|
||||
45,M,ASY,115,260,0,LVH,185,N,0,Up,0
|
||||
52,M,ASY,128,255,0,Normal,161,Y,0,Up,1
|
||||
62,M,NAP,130,231,0,Normal,146,N,1.8,Flat,0
|
||||
62,F,ASY,160,164,0,LVH,145,N,6.2,Down,1
|
||||
53,F,ASY,138,234,0,LVH,160,N,0,Up,0
|
||||
43,M,ASY,120,177,0,LVH,120,Y,2.5,Flat,1
|
||||
47,M,NAP,138,257,0,LVH,156,N,0,Up,0
|
||||
52,M,ATA,120,325,0,Normal,172,N,0.2,Up,0
|
||||
68,M,NAP,180,274,1,LVH,150,Y,1.6,Flat,1
|
||||
39,M,NAP,140,321,0,LVH,182,N,0,Up,0
|
||||
53,F,ASY,130,264,0,LVH,143,N,0.4,Flat,0
|
||||
62,F,ASY,140,268,0,LVH,160,N,3.6,Down,1
|
||||
51,F,NAP,140,308,0,LVH,142,N,1.5,Up,0
|
||||
60,M,ASY,130,253,0,Normal,144,Y,1.4,Up,1
|
||||
65,M,ASY,110,248,0,LVH,158,N,0.6,Up,1
|
||||
65,F,NAP,155,269,0,Normal,148,N,0.8,Up,0
|
||||
60,M,NAP,140,185,0,LVH,155,N,3,Flat,1
|
||||
60,M,ASY,145,282,0,LVH,142,Y,2.8,Flat,1
|
||||
54,M,ASY,120,188,0,Normal,113,N,1.4,Flat,1
|
||||
44,M,ATA,130,219,0,LVH,188,N,0,Up,0
|
||||
44,M,ASY,112,290,0,LVH,153,N,0,Up,1
|
||||
51,M,NAP,110,175,0,Normal,123,N,0.6,Up,0
|
||||
59,M,NAP,150,212,1,Normal,157,N,1.6,Up,0
|
||||
71,F,ATA,160,302,0,Normal,162,N,0.4,Up,0
|
||||
61,M,NAP,150,243,1,Normal,137,Y,1,Flat,0
|
||||
55,M,ASY,132,353,0,Normal,132,Y,1.2,Flat,1
|
||||
64,M,NAP,140,335,0,Normal,158,N,0,Up,1
|
||||
43,M,ASY,150,247,0,Normal,171,N,1.5,Up,0
|
||||
58,F,NAP,120,340,0,Normal,172,N,0,Up,0
|
||||
60,M,ASY,130,206,0,LVH,132,Y,2.4,Flat,1
|
||||
58,M,ATA,120,284,0,LVH,160,N,1.8,Flat,1
|
||||
49,M,ATA,130,266,0,Normal,171,N,0.6,Up,0
|
||||
48,M,ATA,110,229,0,Normal,168,N,1,Down,1
|
||||
52,M,NAP,172,199,1,Normal,162,N,0.5,Up,0
|
||||
44,M,ATA,120,263,0,Normal,173,N,0,Up,0
|
||||
56,F,ATA,140,294,0,LVH,153,N,1.3,Flat,0
|
||||
57,M,ASY,140,192,0,Normal,148,N,0.4,Flat,0
|
||||
67,M,ASY,160,286,0,LVH,108,Y,1.5,Flat,1
|
||||
53,F,NAP,128,216,0,LVH,115,N,0,Up,0
|
||||
52,M,NAP,138,223,0,Normal,169,N,0,Up,0
|
||||
43,M,ASY,132,247,1,LVH,143,Y,0.1,Flat,1
|
||||
52,M,ASY,128,204,1,Normal,156,Y,1,Flat,1
|
||||
59,M,TA,134,204,0,Normal,162,N,0.8,Up,1
|
||||
64,M,TA,170,227,0,LVH,155,N,0.6,Flat,0
|
||||
66,F,NAP,146,278,0,LVH,152,N,0,Flat,0
|
||||
39,F,NAP,138,220,0,Normal,152,N,0,Flat,0
|
||||
57,M,ATA,154,232,0,LVH,164,N,0,Up,1
|
||||
58,F,ASY,130,197,0,Normal,131,N,0.6,Flat,0
|
||||
57,M,ASY,110,335,0,Normal,143,Y,3,Flat,1
|
||||
47,M,NAP,130,253,0,Normal,179,N,0,Up,0
|
||||
55,F,ASY,128,205,0,ST,130,Y,2,Flat,1
|
||||
35,M,ATA,122,192,0,Normal,174,N,0,Up,0
|
||||
61,M,ASY,148,203,0,Normal,161,N,0,Up,1
|
||||
58,M,ASY,114,318,0,ST,140,N,4.4,Down,1
|
||||
58,F,ASY,170,225,1,LVH,146,Y,2.8,Flat,1
|
||||
58,M,ATA,125,220,0,Normal,144,N,0.4,Flat,0
|
||||
56,M,ATA,130,221,0,LVH,163,N,0,Up,0
|
||||
56,M,ATA,120,240,0,Normal,169,N,0,Down,0
|
||||
67,M,NAP,152,212,0,LVH,150,N,0.8,Flat,1
|
||||
55,F,ATA,132,342,0,Normal,166,N,1.2,Up,0
|
||||
44,M,ASY,120,169,0,Normal,144,Y,2.8,Down,1
|
||||
63,M,ASY,140,187,0,LVH,144,Y,4,Up,1
|
||||
63,F,ASY,124,197,0,Normal,136,Y,0,Flat,1
|
||||
41,M,ATA,120,157,0,Normal,182,N,0,Up,0
|
||||
59,M,ASY,164,176,1,LVH,90,N,1,Flat,1
|
||||
57,F,ASY,140,241,0,Normal,123,Y,0.2,Flat,1
|
||||
45,M,TA,110,264,0,Normal,132,N,1.2,Flat,1
|
||||
68,M,ASY,144,193,1,Normal,141,N,3.4,Flat,1
|
||||
57,M,ASY,130,131,0,Normal,115,Y,1.2,Flat,1
|
||||
57,F,ATA,130,236,0,LVH,174,N,0,Flat,1
|
||||
38,M,NAP,138,175,0,Normal,173,N,0,Up,0
|
||||
|
1120
week2_analysis.ipynb
Normal file
1120
week2_analysis.ipynb
Normal file
File diff suppressed because one or more lines are too long
Loading…
Reference in New Issue
Block a user