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How to use extraversion method in autotest

Best Python code snippet using autotest_python

Profiler.py

Source:Profiler.py

1__author__ = 'chintanpanchamia'2import csv3record = open('record.csv','a')4csvwriter1 = csv.writer(record)5agreeableness = 06agreeableness_counter = 07agreeableness_reverse = 08agreeableness_reverse_counter = 09conscientiousness = 010conscientiousness_counter = 011conscientiousness_reverse = 012conscientiousness_reverse_counter = 013openness = 014openness_counter = 015openness_reverse = 016openness_reverse_counter = 017extraversion = 018extraversion_counter = 019extraversion_reverse = 020extraversion_reverse_counter = 021neuroticism = 022neuroticism_counter = 023neuroticism_reverse = 024neuroticism_reverse_counter = 025dmap = {'I am the life of the party.':'extraversion',26        'I feel little concern for others.':'agreeableness_reverse',27        'I am always prepared.':'conscientiousness',28        'I get stressed out easily.':'neuroticism',29        'I have a rich vocabulary.':'openness',30        'I do not talk a lot.':'extraversion_reverse',31        'I am interested in people.':'agreeableness',32        'I leave my belongings around.':'conscientiousness_reverse',33        'I am relaxed most of the time.':'neuroticism_reverse',34        'I have difficulty understanding abstract ideas.':'openness_reverse',35        'I feel comfortable around people.':'extraversion',36        'I insult people.':'agreeableness_reverse',37        'I pay attention to details.':'conscientiousness',38        'I worry about things.':'neuroticism',39        'I have a vivid imagination.':'openness',40        'I keep in the background.':'extraversion_reverse',41        'I sympathize with others feelings.':'agreeableness',42        'I make a mess of things.':'conscientiousness_reverse',43        'I seldom feel blue.':'neuroticism_reverse',44        'I am not interested in abstract ideas.':'openness_reverse',45        'I start conversations.':'extraversion',46        'I am not interested in other peoples problems.':'agreeableness_reverse',47        'I get chores done right away.':'conscientiousness',48        'I am easily disturbed.':'neuroticism',49        'I have excellent ideas.':'openness',50        'I have little to say.':'extraversion_reverse',51        'I have a soft heart.':'agreeableness',52        'I often forget to put things back in their proper place.':'conscientiousness_reverse',53        'I get upset easily.':'neuroticism',54        'I do not have a good imagination.':'openness_reverse',55        'I talk to a lot of different people at parties.':'extraversion',56        'I am not really interested in others.':'agreeableness_reverse',57        'I like order.':'conscientiousness',58        'I change my mood a lot.':'neuroticism',59        'I am quick to understand things.':'openness',60        'I do not like to draw attention to myself.':'extraversion_reverse',61        'I take time out for others.':'agreeableness',62        'I shirk my duties.':'conscientiousness_reverse',63        'I have frequent mood swings.':'neuroticism',64        'I use difficult words.':'openness',65        'I do not mind being the center of attention.':'extraversion',66        'I feel others emotions.':'agreeableness',67        'I follow a schedule.':'conscientiousness',68        'I get irritated easily.':'neuroticism',69        'I spend time reflecting on things.':'extraversion_reverse',70        'I am quiet around strangers.':'extraversion_reverse',71        'I make people feel at ease.':'agreeableness',72        'I am exacting in my work.':'conscientiousness',73        'I often feel blue.':'neuroticism',74        'I am full of ideas.':'openness'}75while(True):76    name = str(raw_input("Enter your name:"))77    print '\n\n\n\nQuestionnaire\n\n\n\n'78    print 'Answer the following questions, with the prefix "I think that.."\n\n\n\n'79    q = 'I am the life of the party.'80    num = int(raw_input(q + '\n'))81    m = dmap[q]82    if(m is 'agreeableness'):83        agreeableness = agreeableness + num 84        agreeableness_counter = agreeableness_counter + 185    elif(m is 'agreeableness_reverse'):86        agreeableness_reverse = agreeableness_reverse + num 87        agreeableness_reverse_counter = agreeableness_reverse_counter + 188    elif(m is 'openness'):89        openness = openness + num90        openness_counter = openness_counter + 191    elif(m is 'openness_reverse'):92        openness_reverse = openness_reverse + num93        openness_reverse_counter = openness_reverse_counter + 194    elif(m is 'conscientiousness'):95        conscientiousness = conscientiousness + num96        conscientiousness_counter = conscientiousness_counter + 197    elif(m is 'conscientiousness_reverse'):98        conscientiousness_reverse = conscientiousness_reverse + num99        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1100    elif(m is 'extraversion'):101        extraversion = extraversion + num102        extraversion_counter = extraversion_counter + 1103    elif(m is 'extraversion_reverse'):104        extraversion_reverse = extraversion_reverse + num105        extraversion_reverse_counter = extraversion_reverse_counter + 1106    elif(m is 'neuroticism'):107        neuroticism = neuroticism + num108        neuroticism_counter = neuroticism_counter + 1109    else:110        neuroticism_reverse = neuroticism_reverse + num111        neuroticism_reverse_counter = neuroticism_reverse_counter + 1112    q = 'I feel little concern for others.'113    num = int(raw_input(q + '\n'))114    m = dmap[q]115    if(m is 'agreeableness'):116        agreeableness = agreeableness + num 117        agreeableness_counter = agreeableness_counter + 1118    elif(m is 'agreeableness_reverse'):119        agreeableness_reverse = agreeableness_reverse + num 120        agreeableness_reverse_counter = agreeableness_reverse_counter + 1121    elif(m is 'openness'):122        openness = openness + num123        openness_counter = openness_counter + 1124    elif(m is 'openness_reverse'):125        openness_reverse = openness_reverse + num126        openness_reverse_counter = openness_reverse_counter + 1127    elif(m is 'conscientiousness'):128        conscientiousness = conscientiousness + num129        conscientiousness_counter = conscientiousness_counter + 1130    elif(m is 'conscientiousness_reverse'):131        conscientiousness_reverse = conscientiousness_reverse + num132        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1133    elif(m is 'extraversion'):134        extraversion = extraversion + num135        extraversion_counter = extraversion_counter + 1136    elif(m is 'extraversion_reverse'):137        extraversion_reverse = extraversion_reverse + num138        extraversion_reverse_counter = extraversion_reverse_counter + 1139    elif(m is 'neuroticism'):140        neuroticism = neuroticism + num141        neuroticism_counter = neuroticism_counter + 1142    else:143        neuroticism_reverse = neuroticism_reverse + num144        neuroticism_reverse_counter = neuroticism_reverse_counter + 1145    q = 'I am always prepared.'146    num = int(raw_input(q + '\n'))147    m = dmap[q]148    if(m is 'agreeableness'):149        agreeableness = agreeableness + num 150        agreeableness_counter = agreeableness_counter + 1151    elif(m is 'agreeableness_reverse'):152        agreeableness_reverse = agreeableness_reverse + num 153        agreeableness_reverse_counter = agreeableness_reverse_counter + 1154    elif(m is 'openness'):155        openness = openness + num156        openness_counter = openness_counter + 1157    elif(m is 'openness_reverse'):158        openness_reverse = openness_reverse + num159        openness_reverse_counter = openness_reverse_counter + 1160    elif(m is 'conscientiousness'):161        conscientiousness = conscientiousness + num162        conscientiousness_counter = conscientiousness_counter + 1163    elif(m is 'conscientiousness_reverse'):164        conscientiousness_reverse = conscientiousness_reverse + num165        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1166    elif(m is 'extraversion'):167        extraversion = extraversion + num168        extraversion_counter = extraversion_counter + 1169    elif(m is 'extraversion_reverse'):170        extraversion_reverse = extraversion_reverse + num171        extraversion_reverse_counter = extraversion_reverse_counter + 1172    elif(m is 'neuroticism'):173        neuroticism = neuroticism + num174        neuroticism_counter = neuroticism_counter + 1175    else:176        neuroticism_reverse = neuroticism_reverse + num177        neuroticism_reverse_counter = neuroticism_reverse_counter + 1178    q = 'I get stressed out easily.'179    num = int(raw_input(q + '\n'))180    m = dmap[q]181    if(m is 'agreeableness'):182        agreeableness = agreeableness + num 183        agreeableness_counter = agreeableness_counter + 1184    elif(m is 'agreeableness_reverse'):185        agreeableness_reverse = agreeableness_reverse + num 186        agreeableness_reverse_counter = agreeableness_reverse_counter + 1187    elif(m is 'openness'):188        openness = openness + num189        openness_counter = openness_counter + 1190    elif(m is 'openness_reverse'):191        openness_reverse = openness_reverse + num192        openness_reverse_counter = openness_reverse_counter + 1193    elif(m is 'conscientiousness'):194        conscientiousness = conscientiousness + num195        conscientiousness_counter = conscientiousness_counter + 1196    elif(m is 'conscientiousness_reverse'):197        conscientiousness_reverse = conscientiousness_reverse + num198        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1199    elif(m is 'extraversion'):200        extraversion = extraversion + num201        extraversion_counter = extraversion_counter + 1202    elif(m is 'extraversion_reverse'):203        extraversion_reverse = extraversion_reverse + num204        extraversion_reverse_counter = extraversion_reverse_counter + 1205    elif(m is 'neuroticism'):206        neuroticism = neuroticism + num207        neuroticism_counter = neuroticism_counter + 1208    else:209        neuroticism_reverse = neuroticism_reverse + num210        neuroticism_reverse_counter = neuroticism_reverse_counter + 1211    q = 'I have a rich vocabulary.'212    num = int(raw_input(q + '\n'))213    m = dmap[q]214    if(m is 'agreeableness'):215        agreeableness = agreeableness + num 216        agreeableness_counter = agreeableness_counter + 1217    elif(m is 'agreeableness_reverse'):218        agreeableness_reverse = agreeableness_reverse + num 219        agreeableness_reverse_counter = agreeableness_reverse_counter + 1220    elif(m is 'openness'):221        openness = openness + num222        openness_counter = openness_counter + 1223    elif(m is 'openness_reverse'):224        openness_reverse = openness_reverse + num225        openness_reverse_counter = openness_reverse_counter + 1226    elif(m is 'conscientiousness'):227        conscientiousness = conscientiousness + num228        conscientiousness_counter = conscientiousness_counter + 1229    elif(m is 'conscientiousness_reverse'):230        conscientiousness_reverse = conscientiousness_reverse + num231        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1232    elif(m is 'extraversion'):233        extraversion = extraversion + num234        extraversion_counter = extraversion_counter + 1235    elif(m is 'extraversion_reverse'):236        extraversion_reverse = extraversion_reverse + num237        extraversion_reverse_counter = extraversion_reverse_counter + 1238    elif(m is 'neuroticism'):239        neuroticism = neuroticism + num240        neuroticism_counter = neuroticism_counter + 1241    else:242        neuroticism_reverse = neuroticism_reverse + num243        neuroticism_reverse_counter = neuroticism_reverse_counter + 1244    q = 'I do not talk a lot.'245    num = int(raw_input(q + '\n'))246    m = dmap[q]247    if(m is 'agreeableness'):248        agreeableness = agreeableness + num 249        agreeableness_counter = agreeableness_counter + 1250    elif(m is 'agreeableness_reverse'):251        agreeableness_reverse = agreeableness_reverse + num 252        agreeableness_reverse_counter = agreeableness_reverse_counter + 1253    elif(m is 'openness'):254        openness = openness + num255        openness_counter = openness_counter + 1256    elif(m is 'openness_reverse'):257        openness_reverse = openness_reverse + num258        openness_reverse_counter = openness_reverse_counter + 1259    elif(m is 'conscientiousness'):260        conscientiousness = conscientiousness + num261        conscientiousness_counter = conscientiousness_counter + 1262    elif(m is 'conscientiousness_reverse'):263        conscientiousness_reverse = conscientiousness_reverse + num264        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1265    elif(m is 'extraversion'):266        extraversion = extraversion + num267        extraversion_counter = extraversion_counter + 1268    elif(m is 'extraversion_reverse'):269        extraversion_reverse = extraversion_reverse + num270        extraversion_reverse_counter = extraversion_reverse_counter + 1271    elif(m is 'neuroticism'):272        neuroticism = neuroticism + num273        neuroticism_counter = neuroticism_counter + 1274    else:275        neuroticism_reverse = neuroticism_reverse + num276        neuroticism_reverse_counter = neuroticism_reverse_counter + 1277    q = 'I am interested in people.'278    num = int(raw_input(q + '\n'))279    m = dmap[q]280    if(m is 'agreeableness'):281        agreeableness = agreeableness + num 282        agreeableness_counter = agreeableness_counter + 1283    elif(m is 'agreeableness_reverse'):284        agreeableness_reverse = agreeableness_reverse + num 285        agreeableness_reverse_counter = agreeableness_reverse_counter + 1286    elif(m is 'openness'):287        openness = openness + num288        openness_counter = openness_counter + 1289    elif(m is 'openness_reverse'):290        openness_reverse = openness_reverse + num291        openness_reverse_counter = openness_reverse_counter + 1292    elif(m is 'conscientiousness'):293        conscientiousness = conscientiousness + num294        conscientiousness_counter = conscientiousness_counter + 1295    elif(m is 'conscientiousness_reverse'):296        conscientiousness_reverse = conscientiousness_reverse + num297        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1298    elif(m is 'extraversion'):299        extraversion = extraversion + num300        extraversion_counter = extraversion_counter + 1301    elif(m is 'extraversion_reverse'):302        extraversion_reverse = extraversion_reverse + num303        extraversion_reverse_counter = extraversion_reverse_counter + 1304    elif(m is 'neuroticism'):305        neuroticism = neuroticism + num306        neuroticism_counter = neuroticism_counter + 1307    else:308        neuroticism_reverse = neuroticism_reverse + num309        neuroticism_reverse_counter = neuroticism_reverse_counter + 1310    q = 'I leave my belongings around.'311    num = int(raw_input(q + '\n'))312    m = dmap[q]313    if(m is 'agreeableness'):314        agreeableness = agreeableness + num 315        agreeableness_counter = agreeableness_counter + 1316    elif(m is 'agreeableness_reverse'):317        agreeableness_reverse = agreeableness_reverse + num 318        agreeableness_reverse_counter = agreeableness_reverse_counter + 1319    elif(m is 'openness'):320        openness = openness + num321        openness_counter = openness_counter + 1322    elif(m is 'openness_reverse'):323        openness_reverse = openness_reverse + num324        openness_reverse_counter = openness_reverse_counter + 1325    elif(m is 'conscientiousness'):326        conscientiousness = conscientiousness + num327        conscientiousness_counter = conscientiousness_counter + 1328    elif(m is 'conscientiousness_reverse'):329        conscientiousness_reverse = conscientiousness_reverse + num330        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1331    elif(m is 'extraversion'):332        extraversion = extraversion + num333        extraversion_counter = extraversion_counter + 1334    elif(m is 'extraversion_reverse'):335        extraversion_reverse = extraversion_reverse + num336        extraversion_reverse_counter = extraversion_reverse_counter + 1337    elif(m is 'neuroticism'):338        neuroticism = neuroticism + num339        neuroticism_counter = neuroticism_counter + 1340    else:341        neuroticism_reverse = neuroticism_reverse + num342        neuroticism_reverse_counter = neuroticism_reverse_counter + 1343    q = 'I am relaxed most of the time.'344    num = int(raw_input(q + '\n'))345    m = dmap[q]346    if(m is 'agreeableness'):347        agreeableness = agreeableness + num 348        agreeableness_counter = agreeableness_counter + 1349    elif(m is 'agreeableness_reverse'):350        agreeableness_reverse = agreeableness_reverse + num 351        agreeableness_reverse_counter = agreeableness_reverse_counter + 1352    elif(m is 'openness'):353        openness = openness + num354        openness_counter = openness_counter + 1355    elif(m is 'openness_reverse'):356        openness_reverse = openness_reverse + num357        openness_reverse_counter = openness_reverse_counter + 1358    elif(m is 'conscientiousness'):359        conscientiousness = conscientiousness + num360        conscientiousness_counter = conscientiousness_counter + 1361    elif(m is 'conscientiousness_reverse'):362        conscientiousness_reverse = conscientiousness_reverse + num363        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1364    elif(m is 'extraversion'):365        extraversion = extraversion + num366        extraversion_counter = extraversion_counter + 1367    elif(m is 'extraversion_reverse'):368        extraversion_reverse = extraversion_reverse + num369        extraversion_reverse_counter = extraversion_reverse_counter + 1370    elif(m is 'neuroticism'):371        neuroticism = neuroticism + num372        neuroticism_counter = neuroticism_counter + 1373    else:374        neuroticism_reverse = neuroticism_reverse + num375        neuroticism_reverse_counter = neuroticism_reverse_counter + 1376    q = 'I have difficulty understanding abstract ideas.'377    num = int(raw_input(q + '\n'))378    m = dmap[q]379    if(m is 'agreeableness'):380        agreeableness = agreeableness + num 381        agreeableness_counter = agreeableness_counter + 1382    elif(m is 'agreeableness_reverse'):383        agreeableness_reverse = agreeableness_reverse + num 384        agreeableness_reverse_counter = agreeableness_reverse_counter + 1385    elif(m is 'openness'):386        openness = openness + num387        openness_counter = openness_counter + 1388    elif(m is 'openness_reverse'):389        openness_reverse = openness_reverse + num390        openness_reverse_counter = openness_reverse_counter + 1391    elif(m is 'conscientiousness'):392        conscientiousness = conscientiousness + num393        conscientiousness_counter = conscientiousness_counter + 1394    elif(m is 'conscientiousness_reverse'):395        conscientiousness_reverse = conscientiousness_reverse + num396        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1397    elif(m is 'extraversion'):398        extraversion = extraversion + num399        extraversion_counter = extraversion_counter + 1400    elif(m is 'extraversion_reverse'):401        extraversion_reverse = extraversion_reverse + num402        extraversion_reverse_counter = extraversion_reverse_counter + 1403    elif(m is 'neuroticism'):404        neuroticism = neuroticism + num405        neuroticism_counter = neuroticism_counter + 1406    else:407        neuroticism_reverse = neuroticism_reverse + num408        neuroticism_reverse_counter = neuroticism_reverse_counter + 1409    q = 'I feel comfortable around people.'410    num = int(raw_input(q + '\n'))411    m = dmap[q]412    if(m is 'agreeableness'):413        agreeableness = agreeableness + num 414        agreeableness_counter = agreeableness_counter + 1415    elif(m is 'agreeableness_reverse'):416        agreeableness_reverse = agreeableness_reverse + num 417        agreeableness_reverse_counter = agreeableness_reverse_counter + 1418    elif(m is 'openness'):419        openness = openness + num420        openness_counter = openness_counter + 1421    elif(m is 'openness_reverse'):422        openness_reverse = openness_reverse + num423        openness_reverse_counter = openness_reverse_counter + 1424    elif(m is 'conscientiousness'):425        conscientiousness = conscientiousness + num426        conscientiousness_counter = conscientiousness_counter + 1427    elif(m is 'conscientiousness_reverse'):428        conscientiousness_reverse = conscientiousness_reverse + num429        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1430    elif(m is 'extraversion'):431        extraversion = extraversion + num432        extraversion_counter = extraversion_counter + 1433    elif(m is 'extraversion_reverse'):434        extraversion_reverse = extraversion_reverse + num435        extraversion_reverse_counter = extraversion_reverse_counter + 1436    elif(m is 'neuroticism'):437        neuroticism = neuroticism + num438        neuroticism_counter = neuroticism_counter + 1439    else:440        neuroticism_reverse = neuroticism_reverse + num441        neuroticism_reverse_counter = neuroticism_reverse_counter + 1442    q = 'I insult people.'443    num = int(raw_input(q + '\n'))444    m = dmap[q]445    if(m is 'agreeableness'):446        agreeableness = agreeableness + num 447        agreeableness_counter = agreeableness_counter + 1448    elif(m is 'agreeableness_reverse'):449        agreeableness_reverse = agreeableness_reverse + num 450        agreeableness_reverse_counter = agreeableness_reverse_counter + 1451    elif(m is 'openness'):452        openness = openness + num453        openness_counter = openness_counter + 1454    elif(m is 'openness_reverse'):455        openness_reverse = openness_reverse + num456        openness_reverse_counter = openness_reverse_counter + 1457    elif(m is 'conscientiousness'):458        conscientiousness = conscientiousness + num459        conscientiousness_counter = conscientiousness_counter + 1460    elif(m is 'conscientiousness_reverse'):461        conscientiousness_reverse = conscientiousness_reverse + num462        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1463    elif(m is 'extraversion'):464        extraversion = extraversion + num465        extraversion_counter = extraversion_counter + 1466    elif(m is 'extraversion_reverse'):467        extraversion_reverse = extraversion_reverse + num468        extraversion_reverse_counter = extraversion_reverse_counter + 1469    elif(m is 'neuroticism'):470        neuroticism = neuroticism + num471        neuroticism_counter = neuroticism_counter + 1472    else:473        neuroticism_reverse = neuroticism_reverse + num474        neuroticism_reverse_counter = neuroticism_reverse_counter + 1475    q = 'I pay attention to details.'476    num = int(raw_input(q + '\n'))477    m = dmap[q]478    if(m is 'agreeableness'):479        agreeableness = agreeableness + num 480        agreeableness_counter = agreeableness_counter + 1481    elif(m is 'agreeableness_reverse'):482        agreeableness_reverse = agreeableness_reverse + num 483        agreeableness_reverse_counter = agreeableness_reverse_counter + 1484    elif(m is 'openness'):485        openness = openness + num486        openness_counter = openness_counter + 1487    elif(m is 'openness_reverse'):488        openness_reverse = openness_reverse + num489        openness_reverse_counter = openness_reverse_counter + 1490    elif(m is 'conscientiousness'):491        conscientiousness = conscientiousness + num492        conscientiousness_counter = conscientiousness_counter + 1493    elif(m is 'conscientiousness_reverse'):494        conscientiousness_reverse = conscientiousness_reverse + num495        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1496    elif(m is 'extraversion'):497        extraversion = extraversion + num498        extraversion_counter = extraversion_counter + 1499    elif(m is 'extraversion_reverse'):500        extraversion_reverse = extraversion_reverse + num501        extraversion_reverse_counter = extraversion_reverse_counter + 1502    elif(m is 'neuroticism'):503        neuroticism = neuroticism + num504        neuroticism_counter = neuroticism_counter + 1505    else:506        neuroticism_reverse = neuroticism_reverse + num507        neuroticism_reverse_counter = neuroticism_reverse_counter + 1508    q = 'I worry about things.'509    num = int(raw_input(q + '\n'))510    m = dmap[q]511    if(m is 'agreeableness'):512        agreeableness = agreeableness + num 513        agreeableness_counter = agreeableness_counter + 1514    elif(m is 'agreeableness_reverse'):515        agreeableness_reverse = agreeableness_reverse + num 516        agreeableness_reverse_counter = agreeableness_reverse_counter + 1517    elif(m is 'openness'):518        openness = openness + num519        openness_counter = openness_counter + 1520    elif(m is 'openness_reverse'):521        openness_reverse = openness_reverse + num522        openness_reverse_counter = openness_reverse_counter + 1523    elif(m is 'conscientiousness'):524        conscientiousness = conscientiousness + num525        conscientiousness_counter = conscientiousness_counter + 1526    elif(m is 'conscientiousness_reverse'):527        conscientiousness_reverse = conscientiousness_reverse + num528        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1529    elif(m is 'extraversion'):530        extraversion = extraversion + num531        extraversion_counter = extraversion_counter + 1532    elif(m is 'extraversion_reverse'):533        extraversion_reverse = extraversion_reverse + num534        extraversion_reverse_counter = extraversion_reverse_counter + 1535    elif(m is 'neuroticism'):536        neuroticism = neuroticism + num537        neuroticism_counter = neuroticism_counter + 1538    else:539        neuroticism_reverse = neuroticism_reverse + num540        neuroticism_reverse_counter = neuroticism_reverse_counter + 1541    q = 'I have a vivid imagination.'542    num = int(raw_input(q + '\n'))543    m = dmap[q]544    if(m is 'agreeableness'):545        agreeableness = agreeableness + num 546        agreeableness_counter = agreeableness_counter + 1547    elif(m is 'agreeableness_reverse'):548        agreeableness_reverse = agreeableness_reverse + num 549        agreeableness_reverse_counter = agreeableness_reverse_counter + 1550    elif(m is 'openness'):551        openness = openness + num552        openness_counter = openness_counter + 1553    elif(m is 'openness_reverse'):554        openness_reverse = openness_reverse + num555        openness_reverse_counter = openness_reverse_counter + 1556    elif(m is 'conscientiousness'):557        conscientiousness = conscientiousness + num558        conscientiousness_counter = conscientiousness_counter + 1559    elif(m is 'conscientiousness_reverse'):560        conscientiousness_reverse = conscientiousness_reverse + num561        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1562    elif(m is 'extraversion'):563        extraversion = extraversion + num564        extraversion_counter = extraversion_counter + 1565    elif(m is 'extraversion_reverse'):566        extraversion_reverse = extraversion_reverse + num567        extraversion_reverse_counter = extraversion_reverse_counter + 1568    elif(m is 'neuroticism'):569        neuroticism = neuroticism + num570        neuroticism_counter = neuroticism_counter + 1571    else:572        neuroticism_reverse = neuroticism_reverse + num573        neuroticism_reverse_counter = neuroticism_reverse_counter + 1574    q = 'I keep in the background.'575    num = int(raw_input(q + '\n'))576    m = dmap[q]577    if(m is 'agreeableness'):578        agreeableness = agreeableness + num 579        agreeableness_counter = agreeableness_counter + 1580    elif(m is 'agreeableness_reverse'):581        agreeableness_reverse = agreeableness_reverse + num 582        agreeableness_reverse_counter = agreeableness_reverse_counter + 1583    elif(m is 'openness'):584        openness = openness + num585        openness_counter = openness_counter + 1586    elif(m is 'openness_reverse'):587        openness_reverse = openness_reverse + num588        openness_reverse_counter = openness_reverse_counter + 1589    elif(m is 'conscientiousness'):590        conscientiousness = conscientiousness + num591        conscientiousness_counter = conscientiousness_counter + 1592    elif(m is 'conscientiousness_reverse'):593        conscientiousness_reverse = conscientiousness_reverse + num594        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1595    elif(m is 'extraversion'):596        extraversion = extraversion + num597        extraversion_counter = extraversion_counter + 1598    elif(m is 'extraversion_reverse'):599        extraversion_reverse = extraversion_reverse + num600        extraversion_reverse_counter = extraversion_reverse_counter + 1601    elif(m is 'neuroticism'):602        neuroticism = neuroticism + num603        neuroticism_counter = neuroticism_counter + 1604    else:605        neuroticism_reverse = neuroticism_reverse + num606        neuroticism_reverse_counter = neuroticism_reverse_counter + 1607    q = 'I sympathize with others feelings.'608    num = int(raw_input(q + '\n'))609    m = dmap[q]610    if(m is 'agreeableness'):611        agreeableness = agreeableness + num 612        agreeableness_counter = agreeableness_counter + 1613    elif(m is 'agreeableness_reverse'):614        agreeableness_reverse = agreeableness_reverse + num 615        agreeableness_reverse_counter = agreeableness_reverse_counter + 1616    elif(m is 'openness'):617        openness = openness + num618        openness_counter = openness_counter + 1619    elif(m is 'openness_reverse'):620        openness_reverse = openness_reverse + num621        openness_reverse_counter = openness_reverse_counter + 1622    elif(m is 'conscientiousness'):623        conscientiousness = conscientiousness + num624        conscientiousness_counter = conscientiousness_counter + 1625    elif(m is 'conscientiousness_reverse'):626        conscientiousness_reverse = conscientiousness_reverse + num627        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1628    elif(m is 'extraversion'):629        extraversion = extraversion + num630        extraversion_counter = extraversion_counter + 1631    elif(m is 'extraversion_reverse'):632        extraversion_reverse = extraversion_reverse + num633        extraversion_reverse_counter = extraversion_reverse_counter + 1634    elif(m is 'neuroticism'):635        neuroticism = neuroticism + num636        neuroticism_counter = neuroticism_counter + 1637    else:638        neuroticism_reverse = neuroticism_reverse + num639        neuroticism_reverse_counter = neuroticism_reverse_counter + 1640    q = 'I make a mess of things.'641    num = int(raw_input(q + '\n'))642    m = dmap[q]643    if(m is 'agreeableness'):644        agreeableness = agreeableness + num 645        agreeableness_counter = agreeableness_counter + 1646    elif(m is 'agreeableness_reverse'):647        agreeableness_reverse = agreeableness_reverse + num 648        agreeableness_reverse_counter = agreeableness_reverse_counter + 1649    elif(m is 'openness'):650        openness = openness + num651        openness_counter = openness_counter + 1652    elif(m is 'openness_reverse'):653        openness_reverse = openness_reverse + num654        openness_reverse_counter = openness_reverse_counter + 1655    elif(m is 'conscientiousness'):656        conscientiousness = conscientiousness + num657        conscientiousness_counter = conscientiousness_counter + 1658    elif(m is 'conscientiousness_reverse'):659        conscientiousness_reverse = conscientiousness_reverse + num660        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1661    elif(m is 'extraversion'):662        extraversion = extraversion + num663        extraversion_counter = extraversion_counter + 1664    elif(m is 'extraversion_reverse'):665        extraversion_reverse = extraversion_reverse + num666        extraversion_reverse_counter = extraversion_reverse_counter + 1667    elif(m is 'neuroticism'):668        neuroticism = neuroticism + num669        euroticism_counter = neuroticism_counter + 1670    else:671        neuroticism_reverse = neuroticism_reverse + num672        neuroticism_reverse_counter = neuroticism_reverse_counter + 1673    q = 'I seldom feel blue.'674    num = int(raw_input(q + '\n'))675    m = dmap[q]676    if(m is 'agreeableness'):677        agreeableness = agreeableness + num 678        agreeableness_counter = agreeableness_counter + 1679    elif(m is 'agreeableness_reverse'):680        agreeableness_reverse = agreeableness_reverse + num 681        agreeableness_reverse_counter = agreeableness_reverse_counter + 1682    elif(m is 'openness'):683        openness = openness + num684        openness_counter = openness_counter + 1685    elif(m is 'openness_reverse'):686        openness_reverse = openness_reverse + num687        openness_reverse_counter = openness_reverse_counter + 1688    elif(m is 'conscientiousness'):689        conscientiousness = conscientiousness + num690        conscientiousness_counter = conscientiousness_counter + 1691    elif(m is 'conscientiousness_reverse'):692        conscientiousness_reverse = conscientiousness_reverse + num693        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1694    elif(m is 'extraversion'):695        extraversion = extraversion + num696        extraversion_counter = extraversion_counter + 1697    elif(m is 'extraversion_reverse'):698        extraversion_reverse = extraversion_reverse + num699        extraversion_reverse_counter = extraversion_reverse_counter + 1700    elif(m is 'neuroticism'):701        neuroticism = neuroticism + num702        neuroticism_counter = neuroticism_counter + 1703    else:704        neuroticism_reverse = neuroticism_reverse + num705        neuroticism_reverse_counter = neuroticism_reverse_counter + 1706    q = 'I am not interested in abstract ideas.'707    num = int(raw_input(q + '\n'))708    m = dmap[q]709    if(m is 'agreeableness'):710        agreeableness = agreeableness + num 711        agreeableness_counter = agreeableness_counter + 1712    elif(m is 'agreeableness_reverse'):713        agreeableness_reverse = agreeableness_reverse + num 714        agreeableness_reverse_counter = agreeableness_reverse_counter + 1715    elif(m is 'openness'):716        openness = openness + num717        openness_counter = openness_counter + 1718    elif(m is 'openness_reverse'):719        openness_reverse = openness_reverse + num720        openness_reverse_counter = openness_reverse_counter + 1721    elif(m is 'conscientiousness'):722        conscientiousness = conscientiousness + num723        conscientiousness_counter = conscientiousness_counter + 1724    elif(m is 'conscientiousness_reverse'):725        conscientiousness_reverse = conscientiousness_reverse + num726        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1727    elif(m is 'extraversion'):728        extraversion = extraversion + num729        extraversion_counter = extraversion_counter + 1730    elif(m is 'extraversion_reverse'):731        extraversion_reverse = extraversion_reverse + num732        extraversion_reverse_counter = extraversion_reverse_counter + 1733    elif(m is 'neuroticism'):734        neuroticism = neuroticism + num735        neuroticism_counter = neuroticism_counter + 1736    else:737        neuroticism_reverse = neuroticism_reverse + num738        neuroticism_reverse_counter = neuroticism_reverse_counter + 1739    q = 'I start conversations.'740    num = int(raw_input(q + '\n'))741    m = dmap[q]742    if(m is 'agreeableness'):743        agreeableness = agreeableness + num 744        agreeableness_counter = agreeableness_counter + 1745    elif(m is 'agreeableness_reverse'):746        agreeableness_reverse = agreeableness_reverse + num 747        agreeableness_reverse_counter = agreeableness_reverse_counter + 1748    elif(m is 'openness'):749        openness = openness + num750        openness_counter = openness_counter + 1751    elif(m is 'openness_reverse'):752        openness_reverse = openness_reverse + num753        openness_reverse_counter = openness_reverse_counter + 1754    elif(m is 'conscientiousness'):755        conscientiousness = conscientiousness + num756        conscientiousness_counter = conscientiousness_counter + 1757    elif(m is 'conscientiousness_reverse'):758        conscientiousness_reverse = conscientiousness_reverse + num759        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1760    elif(m is 'extraversion'):761        extraversion = extraversion + num762        extraversion_counter = extraversion_counter + 1763    elif(m is 'extraversion_reverse'):764        extraversion_reverse = extraversion_reverse + num765        extraversion_reverse_counter = extraversion_reverse_counter + 1766    elif(m is 'neuroticism'):767        neuroticism = neuroticism + num768        neuroticism_counter = neuroticism_counter + 1769    else:770        neuroticism_reverse = neuroticism_reverse + num771        neuroticism_reverse_counter = neuroticism_reverse_counter + 1772    q = 'I am not interested in other peoples problems.'773    num = int(raw_input(q + '\n'))774    m = dmap[q]775    if(m is 'agreeableness'):776        agreeableness = agreeableness + num 777        agreeableness_counter = agreeableness_counter + 1778    elif(m is 'agreeableness_reverse'):779        agreeableness_reverse = agreeableness_reverse + num 780        agreeableness_reverse_counter = agreeableness_reverse_counter + 1781    elif(m is 'openness'):782        openness = openness + num783        openness_counter = openness_counter + 1784    elif(m is 'openness_reverse'):785        openness_reverse = openness_reverse + num786        openness_reverse_counter = openness_reverse_counter + 1787    elif(m is 'conscientiousness'):788        conscientiousness = conscientiousness + num789        conscientiousness_counter = conscientiousness_counter + 1790    elif(m is 'conscientiousness_reverse'):791        conscientiousness_reverse = conscientiousness_reverse + num792        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1793    elif(m is 'extraversion'):794        extraversion = extraversion + num795        extraversion_counter = extraversion_counter + 1796    elif(m is 'extraversion_reverse'):797        extraversion_reverse = extraversion_reverse + num798        extraversion_reverse_counter = extraversion_reverse_counter + 1799    elif(m is 'neuroticism'):800        neuroticism = neuroticism + num801        neuroticism_counter = neuroticism_counter + 1802    else:803        neuroticism_reverse = neuroticism_reverse + num804        neuroticism_reverse_counter = neuroticism_reverse_counter + 1805    q = 'I get chores done right away.'806    num = int(raw_input(q + '\n'))807    m = dmap[q]808    if(m is 'agreeableness'):809        agreeableness = agreeableness + num 810        agreeableness_counter = agreeableness_counter + 1811    elif(m is 'agreeableness_reverse'):812        agreeableness_reverse = agreeableness_reverse + num 813        agreeableness_reverse_counter = agreeableness_reverse_counter + 1814    elif(m is 'openness'):815        openness = openness + num816        openness_counter = openness_counter + 1817    elif(m is 'openness_reverse'):818        openness_reverse = openness_reverse + num819        openness_reverse_counter = openness_reverse_counter + 1820    elif(m is 'conscientiousness'):821        conscientiousness = conscientiousness + num822        conscientiousness_counter = conscientiousness_counter + 1823    elif(m is 'conscientiousness_reverse'):824        conscientiousness_reverse = conscientiousness_reverse + num825        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1826    elif(m is 'extraversion'):827        extraversion = extraversion + num828        extraversion_counter = extraversion_counter + 1829    elif(m is 'extraversion_reverse'):830        extraversion_reverse = extraversion_reverse + num831        extraversion_reverse_counter = extraversion_reverse_counter + 1832    elif(m is 'neuroticism'):833        neuroticism = neuroticism + num834        neuroticism_counter = neuroticism_counter + 1835    else:836        neuroticism_reverse = neuroticism_reverse + num837        neuroticism_reverse_counter = neuroticism_reverse_counter + 1838    q = 'I am easily disturbed.'839    num = int(raw_input(q + '\n'))840    m = dmap[q]841    if(m is 'agreeableness'):842        agreeableness = agreeableness + num 843        agreeableness_counter = agreeableness_counter + 1844    elif(m is 'agreeableness_reverse'):845        agreeableness_reverse = agreeableness_reverse + num 846        agreeableness_reverse_counter = agreeableness_reverse_counter + 1847    elif(m is 'openness'):848        openness = openness + num849        openness_counter = openness_counter + 1850    elif(m is 'openness_reverse'):851        openness_reverse = openness_reverse + num852        openness_reverse_counter = openness_reverse_counter + 1853    elif(m is 'conscientiousness'):854        conscientiousness = conscientiousness + num855        conscientiousness_counter = conscientiousness_counter + 1856    elif(m is 'conscientiousness_reverse'):857        conscientiousness_reverse = conscientiousness_reverse + num858        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1859    elif(m is 'extraversion'):860        extraversion = extraversion + num861        extraversion_counter = extraversion_counter + 1862    elif(m is 'extraversion_reverse'):863        extraversion_reverse = extraversion_reverse + num864        extraversion_reverse_counter = extraversion_reverse_counter + 1865    elif(m is 'neuroticism'):866        neuroticism = neuroticism + num867        neuroticism_counter = neuroticism_counter + 1868    else:869        neuroticism_reverse = neuroticism_reverse + num870        neuroticism_reverse_counter = neuroticism_reverse_counter + 1871    q = 'I have excellent ideas.'872    num = int(raw_input(q + '\n'))873    m = dmap[q]874    if(m is 'agreeableness'):875        agreeableness = agreeableness + num 876        agreeableness_counter = agreeableness_counter + 1877    elif(m is 'agreeableness_reverse'):878        agreeableness_reverse = agreeableness_reverse + num 879        agreeableness_reverse_counter = agreeableness_reverse_counter + 1880    elif(m is 'openness'):881        openness = openness + num882        openness_counter = openness_counter + 1883    elif(m is 'openness_reverse'):884        openness_reverse = openness_reverse + num885        openness_reverse_counter = openness_reverse_counter + 1886    elif(m is 'conscientiousness'):887        conscientiousness = conscientiousness + num888        conscientiousness_counter = conscientiousness_counter + 1889    elif(m is 'conscientiousness_reverse'):890        conscientiousness_reverse = conscientiousness_reverse + num891        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1892    elif(m is 'extraversion'):893        extraversion = extraversion + num894        extraversion_counter = extraversion_counter + 1895    elif(m is 'extraversion_reverse'):896        extraversion_reverse = extraversion_reverse + num897        extraversion_reverse_counter = extraversion_reverse_counter + 1898    elif(m is 'neuroticism'):899        neuroticism = neuroticism + num900        neuroticism_counter = neuroticism_counter + 1901    else:902        neuroticism_reverse = neuroticism_reverse + num903        neuroticism_reverse_counter = neuroticism_reverse_counter + 1904    q = 'I have little to say.'905    num = int(raw_input(q + '\n'))906    m = dmap[q]907    if(m is 'agreeableness'):908        agreeableness = agreeableness + num 909        agreeableness_counter = agreeableness_counter + 1910    elif(m is 'agreeableness_reverse'):911        agreeableness_reverse = agreeableness_reverse + num 912        agreeableness_reverse_counter = agreeableness_reverse_counter + 1913    elif(m is 'openness'):914        openness = openness + num915        openness_counter = openness_counter + 1916    elif(m is 'openness_reverse'):917        openness_reverse = openness_reverse + num918        openness_reverse_counter = openness_reverse_counter + 1919    elif(m is 'conscientiousness'):920        conscientiousness = conscientiousness + num921        conscientiousness_counter = conscientiousness_counter + 1922    elif(m is 'conscientiousness_reverse'):923        conscientiousness_reverse = conscientiousness_reverse + num924        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1925    elif(m is 'extraversion'):926        extraversion = extraversion + num927        extraversion_counter = extraversion_counter + 1928    elif(m is 'extraversion_reverse'):929        extraversion_reverse = extraversion_reverse + num930        extraversion_reverse_counter = extraversion_reverse_counter + 1931    elif(m is 'neuroticism'):932        neuroticism = neuroticism + num933        neuroticism_counter = neuroticism_counter + 1934    else:935        neuroticism_reverse = neuroticism_reverse + num936        neuroticism_reverse_counter = neuroticism_reverse_counter + 1937    q = 'I have a soft heart.'938    num = int(raw_input(q + '\n'))939    m = dmap[q]940    if(m is 'agreeableness'):941        agreeableness = agreeableness + num 942        agreeableness_counter = agreeableness_counter + 1943    elif(m is 'agreeableness_reverse'):944        agreeableness_reverse = agreeableness_reverse + num 945        agreeableness_reverse_counter = agreeableness_reverse_counter + 1946    elif(m is 'openness'):947        openness = openness + num948        openness_counter = openness_counter + 1949    elif(m is 'openness_reverse'):950        openness_reverse = openness_reverse + num951        openness_reverse_counter = openness_reverse_counter + 1952    elif(m is 'conscientiousness'):953        conscientiousness = conscientiousness + num954        conscientiousness_counter = conscientiousness_counter + 1955    elif(m is 'conscientiousness_reverse'):956        conscientiousness_reverse = conscientiousness_reverse + num957        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1958    elif(m is 'extraversion'):959        extraversion = extraversion + num960        extraversion_counter = extraversion_counter + 1961    elif(m is 'extraversion_reverse'):962        extraversion_reverse = extraversion_reverse + num963        extraversion_reverse_counter = extraversion_reverse_counter + 1964    elif(m is 'neuroticism'):965        neuroticism = neuroticism + num966        neuroticism_counter = neuroticism_counter + 1967    else:968        neuroticism_reverse = neuroticism_reverse + num969        neuroticism_reverse_counter = neuroticism_reverse_counter + 1970    q = 'I often forget to put things back in their proper place.'971    num = int(raw_input(q + '\n'))972    m = dmap[q]973    if(m is 'agreeableness'):974        agreeableness = agreeableness + num 975        agreeableness_counter = agreeableness_counter + 1976    elif(m is 'agreeableness_reverse'):977        agreeableness_reverse = agreeableness_reverse + num 978        agreeableness_reverse_counter = agreeableness_reverse_counter + 1979    elif(m is 'openness'):980        openness = openness + num981        openness_counter = openness_counter + 1982    elif(m is 'openness_reverse'):983        openness_reverse = openness_reverse + num984        openness_reverse_counter = openness_reverse_counter + 1985    elif(m is 'conscientiousness'):986        conscientiousness = conscientiousness + num987        conscientiousness_counter = conscientiousness_counter + 1988    elif(m is 'conscientiousness_reverse'):989        conscientiousness_reverse = conscientiousness_reverse + num990        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 1991    elif(m is 'extraversion'):992        extraversion = extraversion + num993        extraversion_counter = extraversion_counter + 1994    elif(m is 'extraversion_reverse'):995        extraversion_reverse = extraversion_reverse + num996        extraversion_reverse_counter = extraversion_reverse_counter + 1997    elif(m is 'neuroticism'):998        neuroticism = neuroticism + num999        neuroticism_counter = neuroticism_counter + 11000    else:1001        neuroticism_reverse = neuroticism_reverse + num1002        neuroticism_reverse_counter = neuroticism_reverse_counter + 11003    q = 'I get upset easily.'1004    num = int(raw_input(q + '\n'))1005    m = dmap[q]1006    if(m is 'agreeableness'):1007        agreeableness = agreeableness + num 1008        agreeableness_counter = agreeableness_counter + 11009    elif(m is 'agreeableness_reverse'):1010        agreeableness_reverse = agreeableness_reverse + num 1011        agreeableness_reverse_counter = agreeableness_reverse_counter + 11012    elif(m is 'openness'):1013        openness = openness + num1014        openness_counter = openness_counter + 11015    elif(m is 'openness_reverse'):1016        openness_reverse = openness_reverse + num1017        openness_reverse_counter = openness_reverse_counter + 11018    elif(m is 'conscientiousness'):1019        conscientiousness = conscientiousness + num1020        conscientiousness_counter = conscientiousness_counter + 11021    elif(m is 'conscientiousness_reverse'):1022        conscientiousness_reverse = conscientiousness_reverse + num1023        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11024    elif(m is 'extraversion'):1025        extraversion = extraversion + num1026        extraversion_counter = extraversion_counter + 11027    elif(m is 'extraversion_reverse'):1028        extraversion_reverse = extraversion_reverse + num1029        extraversion_reverse_counter = extraversion_reverse_counter + 11030    elif(m is 'neuroticism'):1031        neuroticism = neuroticism + num1032        neuroticism_counter = neuroticism_counter + 11033    else:1034        neuroticism_reverse = neuroticism_reverse + num1035        neuroticism_reverse_counter = neuroticism_reverse_counter + 11036    q = 'I do not have a good imagination.'1037    num = int(raw_input(q + '\n'))1038    m = dmap[q]1039    if(m is 'agreeableness'):1040        agreeableness = agreeableness + num 1041        agreeableness_counter = agreeableness_counter + 11042    elif(m is 'agreeableness_reverse'):1043        agreeableness_reverse = agreeableness_reverse + num 1044        agreeableness_reverse_counter = agreeableness_reverse_counter + 11045    elif(m is 'openness'):1046        openness = openness + num1047        openness_counter = openness_counter + 11048    elif(m is 'openness_reverse'):1049        openness_reverse = openness_reverse + num1050        openness_reverse_counter = openness_reverse_counter + 11051    elif(m is 'conscientiousness'):1052        conscientiousness = conscientiousness + num1053        conscientiousness_counter = conscientiousness_counter + 11054    elif(m is 'conscientiousness_reverse'):1055        conscientiousness_reverse = conscientiousness_reverse + num1056        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11057    elif(m is 'extraversion'):1058        extraversion = extraversion + num1059        extraversion_counter = extraversion_counter + 11060    elif(m is 'extraversion_reverse'):1061        extraversion_reverse = extraversion_reverse + num1062        extraversion_reverse_counter = extraversion_reverse_counter + 11063    elif(m is 'neuroticism'):1064        neuroticism = neuroticism + num1065        neuroticism_counter = neuroticism_counter + 11066    else:1067        neuroticism_reverse = neuroticism_reverse + num1068        neuroticism_reverse_counter = neuroticism_reverse_counter + 11069    q = 'I talk to a lot of different people at parties.'1070    num = int(raw_input(q + '\n'))1071    m = dmap[q]1072    if(m is 'agreeableness'):1073        agreeableness = agreeableness + num 1074        agreeableness_counter = agreeableness_counter + 11075    elif(m is 'agreeableness_reverse'):1076        agreeableness_reverse = agreeableness_reverse + num 1077        agreeableness_reverse_counter = agreeableness_reverse_counter + 11078    elif(m is 'openness'):1079        openness = openness + num1080        openness_counter = openness_counter + 11081    elif(m is 'openness_reverse'):1082        openness_reverse = openness_reverse + num1083        openness_reverse_counter = openness_reverse_counter + 11084    elif(m is 'conscientiousness'):1085        conscientiousness = conscientiousness + num1086        conscientiousness_counter = conscientiousness_counter + 11087    elif(m is 'conscientiousness_reverse'):1088        conscientiousness_reverse = conscientiousness_reverse + num1089        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11090    elif(m is 'extraversion'):1091        extraversion = extraversion + num1092        extraversion_counter = extraversion_counter + 11093    elif(m is 'extraversion_reverse'):1094        extraversion_reverse = extraversion_reverse + num1095        extraversion_reverse_counter = extraversion_reverse_counter + 11096    elif(m is 'neuroticism'):1097        neuroticism = neuroticism + num1098        neuroticism_counter = neuroticism_counter + 11099    else:1100        neuroticism_reverse = neuroticism_reverse + num1101        neuroticism_reverse_counter = neuroticism_reverse_counter + 11102    q = 'I am not really interested in others.'1103    num = int(raw_input(q + '\n'))1104    m = dmap[q]1105    if(m is 'agreeableness'):1106        agreeableness = agreeableness + num1107        agreeableness_counter = agreeableness_counter + 11108    elif(m is 'agreeableness_reverse'):1109        agreeableness_reverse = agreeableness_reverse + num1110        agreeableness_reverse_counter = agreeableness_reverse_counter + 11111    elif(m is 'openness'):1112        openness = openness + num1113        openness_counter = openness_counter + 11114    elif(m is 'openness_reverse'):1115        openness_reverse = openness_reverse + num1116        openness_reverse_counter = openness_reverse_counter + 11117    elif(m is 'conscientiousness'):1118        conscientiousness = conscientiousness + num1119        conscientiousness_counter = conscientiousness_counter + 11120    elif(m is 'conscientiousness_reverse'):1121        conscientiousness_reverse = conscientiousness_reverse + num1122        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11123    elif(m is 'extraversion'):1124        extraversion = extraversion + num1125        extraversion_counter = extraversion_counter + 11126    elif(m is 'extraversion_reverse'):1127        extraversion_reverse = extraversion_reverse + num1128        extraversion_reverse_counter = extraversion_reverse_counter + 11129    elif(m is 'neuroticism'):1130        neuroticism = neuroticism + num1131        neuroticism_counter = neuroticism_counter + 11132    else:1133        neuroticism_reverse = neuroticism_reverse + num1134        neuroticism_reverse_counter = neuroticism_reverse_counter + 11135    q = 'I like order.'1136    num = int(raw_input(q + '\n'))1137    m = dmap[q]1138    if(m is 'agreeableness'):1139        agreeableness = agreeableness + num1140        agreeableness_counter = agreeableness_counter + 11141    elif(m is 'agreeableness_reverse'):1142        agreeableness_reverse = agreeableness_reverse + num1143        agreeableness_reverse_counter = agreeableness_reverse_counter + 11144    elif(m is 'openness'):1145        openness = openness + num1146        openness_counter = openness_counter + 11147    elif(m is 'openness_reverse'):1148        openness_reverse = openness_reverse + num1149        openness_reverse_counter = openness_reverse_counter + 11150    elif(m is 'conscientiousness'):1151        conscientiousness = conscientiousness + num1152        conscientiousness_counter = conscientiousness_counter + 11153    elif(m is 'conscientiousness_reverse'):1154        conscientiousness_reverse = conscientiousness_reverse + num1155        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11156    elif(m is 'extraversion'):1157        extraversion = extraversion + num1158        extraversion_counter = extraversion_counter + 11159    elif(m is 'extraversion_reverse'):1160        extraversion_reverse = extraversion_reverse + num1161        extraversion_reverse_counter = extraversion_reverse_counter + 11162    elif(m is 'neuroticism'):1163        neuroticism = neuroticism + num1164        neuroticism_counter = neuroticism_counter + 11165    else:1166        neuroticism_reverse = neuroticism_reverse + num1167        neuroticism_reverse_counter = neuroticism_reverse_counter + 11168    q = 'I change my mood a lot.'1169    num = int(raw_input(q + '\n'))1170    m = dmap[q]1171    if(m is 'agreeableness'):1172        agreeableness = agreeableness + num1173        agreeableness_counter = agreeableness_counter + 11174    elif(m is 'agreeableness_reverse'):1175        agreeableness_reverse = agreeableness_reverse + num1176        agreeableness_reverse_counter = agreeableness_reverse_counter + 11177    elif(m is 'openness'):1178        openness = openness + num1179        openness_counter = openness_counter + 11180    elif(m is 'openness_reverse'):1181        openness_reverse = openness_reverse + num1182        openness_reverse_counter = openness_reverse_counter + 11183    elif(m is 'conscientiousness'):1184        conscientiousness = conscientiousness + num1185        conscientiousness_counter = conscientiousness_counter + 11186    elif(m is 'conscientiousness_reverse'):1187        conscientiousness_reverse = conscientiousness_reverse + num1188        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11189    elif(m is 'extraversion'):1190        extraversion = extraversion + num1191        extraversion_counter = extraversion_counter + 11192    elif(m is 'extraversion_reverse'):1193        extraversion_reverse = extraversion_reverse + num1194        extraversion_reverse_counter = extraversion_reverse_counter + 11195    elif(m is 'neuroticism'):1196        neuroticism = neuroticism + num1197        neuroticism_counter = neuroticism_counter + 11198    else:1199        neuroticism_reverse = neuroticism_reverse + num1200        neuroticism_reverse_counter = neuroticism_reverse_counter + 11201    q = 'I am quick to understand things.'1202    num = int(raw_input(q + '\n'))1203    m = dmap[q]1204    if(m is 'agreeableness'):1205        agreeableness = agreeableness + num1206        agreeableness_counter = agreeableness_counter + 11207    elif(m is 'agreeableness_reverse'):1208        agreeableness_reverse = agreeableness_reverse + num1209        agreeableness_reverse_counter = agreeableness_reverse_counter + 11210    elif(m is 'openness'):1211        openness = openness + num1212        openness_counter = openness_counter + 11213    elif(m is 'openness_reverse'):1214        openness_reverse = openness_reverse + num1215        openness_reverse_counter = openness_reverse_counter + 11216    elif(m is 'conscientiousness'):1217        conscientiousness = conscientiousness + num1218        conscientiousness_counter = conscientiousness_counter + 11219    elif(m is 'conscientiousness_reverse'):1220        conscientiousness_reverse = conscientiousness_reverse + num1221        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11222    elif(m is 'extraversion'):1223        extraversion = extraversion + num1224        extraversion_counter = extraversion_counter + 11225    elif(m is 'extraversion_reverse'):1226        extraversion_reverse = extraversion_reverse + num1227        extraversion_reverse_counter = extraversion_reverse_counter + 11228    elif(m is 'neuroticism'):1229        neuroticism = neuroticism + num1230        neuroticism_counter = neuroticism_counter + 11231    else:1232        neuroticism_reverse = neuroticism_reverse + num1233        neuroticism_reverse_counter = neuroticism_reverse_counter + 11234    q = 'I do not like to draw attention to myself.'1235    num = int(raw_input(q + '\n'))1236    m = dmap[q]1237    if(m is 'agreeableness'):1238        agreeableness = agreeableness + num1239        agreeableness_counter = agreeableness_counter + 11240    elif(m is 'agreeableness_reverse'):1241        agreeableness_reverse = agreeableness_reverse + num1242        agreeableness_reverse_counter = agreeableness_reverse_counter + 11243    elif(m is 'openness'):1244        openness = openness + num1245        openness_counter = openness_counter + 11246    elif(m is 'openness_reverse'):1247        openness_reverse = openness_reverse + num1248        openness_reverse_counter = openness_reverse_counter + 11249    elif(m is 'conscientiousness'):1250        conscientiousness = conscientiousness + num1251        conscientiousness_counter = conscientiousness_counter + 11252    elif(m is 'conscientiousness_reverse'):1253        conscientiousness_reverse = conscientiousness_reverse + num1254        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11255    elif(m is 'extraversion'):1256        extraversion = extraversion + num1257        extraversion_counter = extraversion_counter + 11258    elif(m is 'extraversion_reverse'):1259        extraversion_reverse = extraversion_reverse + num1260        extraversion_reverse_counter = extraversion_reverse_counter + 11261    elif(m is 'neuroticism'):1262        neuroticism = neuroticism + num1263        neuroticism_counter = neuroticism_counter + 11264    else:1265        neuroticism_reverse = neuroticism_reverse + num1266        neuroticism_reverse_counter = neuroticism_reverse_counter + 11267    q = 'I take time out for others.'1268    num = int(raw_input(q + '\n'))1269    m = dmap[q]1270    if(m is 'agreeableness'):1271        agreeableness = agreeableness + num1272        agreeableness_counter = agreeableness_counter + 11273    elif(m is 'agreeableness_reverse'):1274        agreeableness_reverse = agreeableness_reverse + num1275        agreeableness_reverse_counter = agreeableness_reverse_counter + 11276    elif(m is 'openness'):1277        openness = openness + num1278        openness_counter = openness_counter + 11279    elif(m is 'openness_reverse'):1280        openness_reverse = openness_reverse + num1281        openness_reverse_counter = openness_reverse_counter + 11282    elif(m is 'conscientiousness'):1283        conscientiousness = conscientiousness + num1284        conscientiousness_counter = conscientiousness_counter + 11285    elif(m is 'conscientiousness_reverse'):1286        conscientiousness_reverse = conscientiousness_reverse + num1287        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11288    elif(m is 'extraversion'):1289        extraversion = extraversion + num1290        extraversion_counter = extraversion_counter + 11291    elif(m is 'extraversion_reverse'):1292        extraversion_reverse = extraversion_reverse + num1293        extraversion_reverse_counter = extraversion_reverse_counter + 11294    elif(m is 'neuroticism'):1295        neuroticism = neuroticism + num1296        neuroticism_counter = neuroticism_counter + 11297    else:1298        neuroticism_reverse = neuroticism_reverse + num1299        neuroticism_reverse_counter = neuroticism_reverse_counter + 11300    q = 'I shirk my duties.'1301    num = int(raw_input(q + '\n'))1302    m = dmap[q]1303    if(m is 'agreeableness'):1304        agreeableness = agreeableness + num1305        agreeableness_counter = agreeableness_counter + 11306    elif(m is 'agreeableness_reverse'):1307        agreeableness_reverse = agreeableness_reverse + num1308        agreeableness_reverse_counter = agreeableness_reverse_counter + 11309    elif(m is 'openness'):1310        openness = openness + num1311        openness_counter = openness_counter + 11312    elif(m is 'openness_reverse'):1313        openness_reverse = openness_reverse + num1314        openness_reverse_counter = openness_reverse_counter + 11315    elif(m is 'conscientiousness'):1316        conscientiousness = conscientiousness + num1317        conscientiousness_counter = conscientiousness_counter + 11318    elif(m is 'conscientiousness_reverse'):1319        conscientiousness_reverse = conscientiousness_reverse + num1320        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11321    elif(m is 'extraversion'):1322        extraversion = extraversion + num1323        extraversion_counter = extraversion_counter + 11324    elif(m is 'extraversion_reverse'):1325        extraversion_reverse = extraversion_reverse + num1326        extraversion_reverse_counter = extraversion_reverse_counter + 11327    elif(m is 'neuroticism'):1328        neuroticism = neuroticism + num1329        neuroticism_counter = neuroticism_counter + 11330    else:1331        neuroticism_reverse = neuroticism_reverse + num1332        neuroticism_reverse_counter = neuroticism_reverse_counter + 11333    q = 'I have frequent mood swings.'1334    num = int(raw_input(q + '\n'))1335    m = dmap[q]1336    if(m is 'agreeableness'):1337        agreeableness = agreeableness + num1338        agreeableness_counter = agreeableness_counter + 11339    elif(m is 'agreeableness_reverse'):1340        agreeableness_reverse = agreeableness_reverse + num1341        agreeableness_reverse_counter = agreeableness_reverse_counter + 11342    elif(m is 'openness'):1343        openness = openness + num1344        openness_counter = openness_counter + 11345    elif(m is 'openness_reverse'):1346        openness_reverse = openness_reverse + num1347        openness_reverse_counter = openness_reverse_counter + 11348    elif(m is 'conscientiousness'):1349        conscientiousness = conscientiousness + num1350        conscientiousness_counter = conscientiousness_counter + 11351    elif(m is 'conscientiousness_reverse'):1352        conscientiousness_reverse = conscientiousness_reverse + num1353        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11354    elif(m is 'extraversion'):1355        extraversion = extraversion + num1356        extraversion_counter = extraversion_counter + 11357    elif(m is 'extraversion_reverse'):1358        extraversion_reverse = extraversion_reverse + num1359        extraversion_reverse_counter = extraversion_reverse_counter + 11360    elif(m is 'neuroticism'):1361        neuroticism = neuroticism + num1362        neuroticism_counter = neuroticism_counter + 11363    else:1364        neuroticism_reverse = neuroticism_reverse + num1365        neuroticism_reverse_counter = neuroticism_reverse_counter + 11366    q = 'I use difficult words.'1367    num = int(raw_input(q + '\n'))1368    m = dmap[q]1369    if(m is 'agreeableness'):1370        agreeableness = agreeableness + num1371        agreeableness_counter = agreeableness_counter + 11372    elif(m is 'agreeableness_reverse'):1373        agreeableness_reverse = agreeableness_reverse + num1374        agreeableness_reverse_counter = agreeableness_reverse_counter + 11375    elif(m is 'openness'):1376        openness = openness + num1377        openness_counter = openness_counter + 11378    elif(m is 'openness_reverse'):1379        openness_reverse = openness_reverse + num1380        openness_reverse_counter = openness_reverse_counter + 11381    elif(m is 'conscientiousness'):1382        conscientiousness = conscientiousness + num1383        conscientiousness_counter = conscientiousness_counter + 11384    elif(m is 'conscientiousness_reverse'):1385        conscientiousness_reverse = conscientiousness_reverse + num1386        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11387    elif(m is 'extraversion'):1388        extraversion = extraversion + num1389        extraversion_counter = extraversion_counter + 11390    elif(m is 'extraversion_reverse'):1391        extraversion_reverse = extraversion_reverse + num1392        extraversion_reverse_counter = extraversion_reverse_counter + 11393    elif(m is 'neuroticism'):1394        neuroticism = neuroticism + num1395        neuroticism_counter = neuroticism_counter + 11396    else:1397        neuroticism_reverse = neuroticism_reverse + num1398        neuroticism_reverse_counter = neuroticism_reverse_counter + 11399    q = 'I do not mind being the center of attention.'1400    num = int(raw_input(q + '\n'))1401    m = dmap[q]1402    if(m is 'agreeableness'):1403        agreeableness = agreeableness + num1404        agreeableness_counter = agreeableness_counter + 11405    elif(m is 'agreeableness_reverse'):1406        agreeableness_reverse = agreeableness_reverse + num1407        agreeableness_reverse_counter = agreeableness_reverse_counter + 11408    elif(m is 'openness'):1409        openness = openness + num1410        openness_counter = openness_counter + 11411    elif(m is 'openness_reverse'):1412        openness_reverse = openness_reverse + num1413        openness_reverse_counter = openness_reverse_counter + 11414    elif(m is 'conscientiousness'):1415        conscientiousness = conscientiousness + num1416        conscientiousness_counter = conscientiousness_counter + 11417    elif(m is 'conscientiousness_reverse'):1418        conscientiousness_reverse = conscientiousness_reverse + num1419        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11420    elif(m is 'extraversion'):1421        extraversion = extraversion + num1422        extraversion_counter = extraversion_counter + 11423    elif(m is 'extraversion_reverse'):1424        extraversion_reverse = extraversion_reverse + num1425        extraversion_reverse_counter = extraversion_reverse_counter + 11426    elif(m is 'neuroticism'):1427        neuroticism = neuroticism + num1428        neuroticism_counter = neuroticism_counter + 11429    else:1430        neuroticism_reverse = neuroticism_reverse + num1431        neuroticism_reverse_counter = neuroticism_reverse_counter + 11432    q = 'I feel others emotions.'1433    num = int(raw_input(q + '\n'))1434    m = dmap[q]1435    if(m is 'agreeableness'):1436        agreeableness = agreeableness + num1437        agreeableness_counter = agreeableness_counter + 11438    elif(m is 'agreeableness_reverse'):1439        agreeableness_reverse = agreeableness_reverse + num1440        agreeableness_reverse_counter = agreeableness_reverse_counter + 11441    elif(m is 'openness'):1442        openness = openness + num1443        openness_counter = openness_counter + 11444    elif(m is 'openness_reverse'):1445        openness_reverse = openness_reverse + num1446        openness_reverse_counter = openness_reverse_counter + 11447    elif(m is 'conscientiousness'):1448        conscientiousness = conscientiousness + num1449        conscientiousness_counter = conscientiousness_counter + 11450    elif(m is 'conscientiousness_reverse'):1451        conscientiousness_reverse = conscientiousness_reverse + num1452        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11453    elif(m is 'extraversion'):1454        extraversion = extraversion + num1455        extraversion_counter = extraversion_counter + 11456    elif(m is 'extraversion_reverse'):1457        extraversion_reverse = extraversion_reverse + num1458        extraversion_reverse_counter = extraversion_reverse_counter + 11459    elif(m is 'neuroticism'):1460        neuroticism = neuroticism + num1461        neuroticism_counter = neuroticism_counter + 11462    else:1463        neuroticism_reverse = neuroticism_reverse + num1464        neuroticism_reverse_counter = neuroticism_reverse_counter + 11465    q = 'I follow a schedule.'1466    num = int(raw_input(q + '\n'))1467    m = dmap[q]1468    if(m is 'agreeableness'):1469        agreeableness = agreeableness + num1470        agreeableness_counter = agreeableness_counter + 11471    elif(m is 'agreeableness_reverse'):1472        agreeableness_reverse = agreeableness_reverse + num1473        agreeableness_reverse_counter = agreeableness_reverse_counter + 11474    elif(m is 'openness'):1475        openness = openness + num1476        openness_counter = openness_counter + 11477    elif(m is 'openness_reverse'):1478        openness_reverse = openness_reverse + num1479        openness_reverse_counter = openness_reverse_counter + 11480    elif(m is 'conscientiousness'):1481        conscientiousness = conscientiousness + num1482        conscientiousness_counter = conscientiousness_counter + 11483    elif(m is 'conscientiousness_reverse'):1484        conscientiousness_reverse = conscientiousness_reverse + num1485        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11486    elif(m is 'extraversion'):1487        extraversion = extraversion + num1488        extraversion_counter = extraversion_counter + 11489    elif(m is 'extraversion_reverse'):1490        extraversion_reverse = extraversion_reverse + num1491        extraversion_reverse_counter = extraversion_reverse_counter + 11492    elif(m is 'neuroticism'):1493        neuroticism = neuroticism + num1494        neuroticism_counter = neuroticism_counter + 11495    else:1496        neuroticism_reverse = neuroticism_reverse + num1497        neuroticism_reverse_counter = neuroticism_reverse_counter + 11498    q = 'I get irritated easily.'1499    num = int(raw_input(q + '\n'))1500    m = dmap[q]1501    if(m is 'agreeableness'):1502        agreeableness = agreeableness + num1503        agreeableness_counter = agreeableness_counter + 11504    elif(m is 'agreeableness_reverse'):1505        agreeableness_reverse = agreeableness_reverse + num1506        agreeableness_reverse_counter = agreeableness_reverse_counter + 11507    elif(m is 'openness'):1508        openness = openness + num1509        openness_counter = openness_counter + 11510    elif(m is 'openness_reverse'):1511        openness_reverse = openness_reverse + num1512        openness_reverse_counter = openness_reverse_counter + 11513    elif(m is 'conscientiousness'):1514        conscientiousness = conscientiousness + num1515        conscientiousness_counter = conscientiousness_counter + 11516    elif(m is 'conscientiousness_reverse'):1517        conscientiousness_reverse = conscientiousness_reverse + num1518        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11519    elif(m is 'extraversion'):1520        extraversion = extraversion + num1521        extraversion_counter = extraversion_counter + 11522    elif(m is 'extraversion_reverse'):1523        extraversion_reverse = extraversion_reverse + num1524        extraversion_reverse_counter = extraversion_reverse_counter + 11525    elif(m is 'neuroticism'):1526        neuroticism = neuroticism + num1527        neuroticism_counter = neuroticism_counter + 11528    else:1529        neuroticism_reverse = neuroticism_reverse + num1530        neuroticism_reverse_counter = neuroticism_reverse_counter + 11531    q = 'I spend time reflecting on things.'1532    num = int(raw_input(q + '\n'))1533    m = dmap[q]1534    if(m is 'agreeableness'):1535        agreeableness = agreeableness + num1536        agreeableness_counter = agreeableness_counter + 11537    elif(m is 'agreeableness_reverse'):1538        agreeableness_reverse = agreeableness_reverse + num1539        agreeableness_reverse_counter = agreeableness_reverse_counter + 11540    elif(m is 'openness'):1541        openness = openness + num1542        openness_counter = openness_counter + 11543    elif(m is 'openness_reverse'):1544        openness_reverse = openness_reverse + num1545        openness_reverse_counter = openness_reverse_counter + 11546    elif(m is 'conscientiousness'):1547        conscientiousness = conscientiousness + num1548        conscientiousness_counter = conscientiousness_counter + 11549    elif(m is 'conscientiousness_reverse'):1550        conscientiousness_reverse = conscientiousness_reverse + num1551        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11552    elif(m is 'extraversion'):1553        extraversion = extraversion + num1554        extraversion_counter = extraversion_counter + 11555    elif(m is 'extraversion_reverse'):1556        extraversion_reverse = extraversion_reverse + num1557        extraversion_reverse_counter = extraversion_reverse_counter + 11558    elif(m is 'neuroticism'):1559        neuroticism = neuroticism + num1560        neuroticism_counter = neuroticism_counter + 11561    else:1562        neuroticism_reverse = neuroticism_reverse + num1563        neuroticism_reverse_counter = neuroticism_reverse_counter + 11564    q = 'I am quiet around strangers.'1565    num = int(raw_input(q + '\n'))1566    m = dmap[q]1567    if(m is 'agreeableness'):1568        agreeableness = agreeableness + num1569        agreeableness_counter = agreeableness_counter + 11570    elif(m is 'agreeableness_reverse'):1571        agreeableness_reverse = agreeableness_reverse + num1572        agreeableness_reverse_counter = agreeableness_reverse_counter + 11573    elif(m is 'openness'):1574        openness = openness + num1575        openness_counter = openness_counter + 11576    elif(m is 'openness_reverse'):1577        openness_reverse = openness_reverse + num1578        openness_reverse_counter = openness_reverse_counter + 11579    elif(m is 'conscientiousness'):1580        conscientiousness = conscientiousness + num1581        conscientiousness_counter = conscientiousness_counter + 11582    elif(m is 'conscientiousness_reverse'):1583        conscientiousness_reverse = conscientiousness_reverse + num1584        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11585    elif(m is 'extraversion'):1586        extraversion = extraversion + num1587        extraversion_counter = extraversion_counter + 11588    elif(m is 'extraversion_reverse'):1589        extraversion_reverse = extraversion_reverse + num1590        extraversion_reverse_counter = extraversion_reverse_counter + 11591    elif(m is 'neuroticism'):1592        neuroticism = neuroticism + num1593        neuroticism_counter = neuroticism_counter + 11594    else:1595        neuroticism_reverse = neuroticism_reverse + num1596        neuroticism_reverse_counter = neuroticism_reverse_counter + 11597    q = 'I make people feel at ease.'1598    num = int(raw_input(q + '\n'))1599    m = dmap[q]1600    if(m is 'agreeableness'):1601        agreeableness = agreeableness + num1602        agreeableness_counter = agreeableness_counter + 11603    elif(m is 'agreeableness_reverse'):1604        agreeableness_reverse = agreeableness_reverse + num1605        agreeableness_reverse_counter = agreeableness_reverse_counter + 11606    elif(m is 'openness'):1607        openness = openness + num1608        openness_counter = openness_counter + 11609    elif(m is 'openness_reverse'):1610        openness_reverse = openness_reverse + num1611        openness_reverse_counter = openness_reverse_counter + 11612    elif(m is 'conscientiousness'):1613        conscientiousness = conscientiousness + num1614        conscientiousness_counter = conscientiousness_counter + 11615    elif(m is 'conscientiousness_reverse'):1616        conscientiousness_reverse = conscientiousness_reverse + num1617        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11618    elif(m is 'extraversion'):1619        extraversion = extraversion + num1620        extraversion_counter = extraversion_counter + 11621    elif(m is 'extraversion_reverse'):1622        extraversion_reverse = extraversion_reverse + num1623        extraversion_reverse_counter = extraversion_reverse_counter + 11624    elif(m is 'neuroticism'):1625        neuroticism = neuroticism + num1626        neuroticism_counter = neuroticism_counter + 11627    else:1628        neuroticism_reverse = neuroticism_reverse + num1629        neuroticism_reverse_counter = neuroticism_reverse_counter + 11630    q = 'I am exacting in my work.'1631    num = int(raw_input(q + '\n'))1632    m = dmap[q]1633    if(m is 'agreeableness'):1634        agreeableness = agreeableness + num1635        agreeableness_counter = agreeableness_counter + 11636    elif(m is 'agreeableness_reverse'):1637        agreeableness_reverse = agreeableness_reverse + num1638        agreeableness_reverse_counter = agreeableness_reverse_counter + 11639    elif(m is 'openness'):1640        openness = openness + num1641        openness_counter = openness_counter + 11642    elif(m is 'openness_reverse'):1643        openness_reverse = openness_reverse + num1644        openness_reverse_counter = openness_reverse_counter + 11645    elif(m is 'conscientiousness'):1646        conscientiousness = conscientiousness + num1647        conscientiousness_counter = conscientiousness_counter + 11648    elif(m is 'conscientiousness_reverse'):1649        conscientiousness_reverse = conscientiousness_reverse + num1650        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11651    elif(m is 'extraversion'):1652        extraversion = extraversion + num1653        extraversion_counter = extraversion_counter + 11654    elif(m is 'extraversion_reverse'):1655        extraversion_reverse = extraversion_reverse + num1656        extraversion_reverse_counter = extraversion_reverse_counter + 11657    elif(m is 'neuroticism'):1658        neuroticism = neuroticism + num1659        neuroticism_counter = neuroticism_counter + 11660    else:1661        neuroticism_reverse = neuroticism_reverse + num1662        neuroticism_reverse_counter = neuroticism_reverse_counter + 11663    q = 'I often feel blue.'1664    num = int(raw_input(q + '\n'))1665    m = dmap[q]1666    if(m is 'agreeableness'):1667        agreeableness = agreeableness + num1668        agreeableness_counter = agreeableness_counter + 11669    elif(m is 'agreeableness_reverse'):1670        agreeableness_reverse = agreeableness_reverse + num1671        agreeableness_reverse_counter = agreeableness_reverse_counter + 11672    elif(m is 'openness'):1673        openness = openness + num1674        openness_counter = openness_counter + 11675    elif(m is 'openness_reverse'):1676        openness_reverse = openness_reverse + num1677        openness_reverse_counter = openness_reverse_counter + 11678    elif(m is 'conscientiousness'):1679        conscientiousness = conscientiousness + num1680        conscientiousness_counter = conscientiousness_counter + 11681    elif(m is 'conscientiousness_reverse'):1682        conscientiousness_reverse = conscientiousness_reverse + num1683        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11684    elif(m is 'extraversion'):1685        extraversion = extraversion + num1686        extraversion_counter = extraversion_counter + 11687    elif(m is 'extraversion_reverse'):1688        extraversion_reverse = extraversion_reverse + num1689        extraversion_reverse_counter = extraversion_reverse_counter + 11690    elif(m is 'neuroticism'):1691        neuroticism = neuroticism + num1692        neuroticism_counter = neuroticism_counter + 11693    else:1694        neuroticism_reverse = neuroticism_reverse + num1695        neuroticism_reverse_counter = neuroticism_reverse_counter + 11696    q = 'I am full of ideas.'1697    num = int(raw_input(q + '\n'))1698    m = dmap[q]1699    if(m is 'agreeableness'):1700        agreeableness = agreeableness + num1701        agreeableness_counter = agreeableness_counter + 11702    elif(m is 'agreeableness_reverse'):1703        agreeableness_reverse = agreeableness_reverse + num1704        agreeableness_reverse_counter = agreeableness_reverse_counter + 11705    elif(m is 'openness'):1706        openness = openness + num1707        openness_counter = openness_counter + 11708    elif(m is 'openness_reverse'):1709        openness_reverse = openness_reverse + num1710        openness_reverse_counter = openness_reverse_counter + 11711    elif(m is 'conscientiousness'):1712        conscientiousness = conscientiousness + num1713        conscientiousness_counter = conscientiousness_counter + 11714    elif(m is 'conscientiousness_reverse'):1715        conscientiousness_reverse = conscientiousness_reverse + num1716        conscientiousness_reverse_counter = conscientiousness_reverse_counter + 11717    elif(m is 'extraversion'):1718        extraversion = extraversion + num1719        extraversion_counter = extraversion_counter + 11720    elif(m is 'extraversion_reverse'):1721        extraversion_reverse = extraversion_reverse + num1722        extraversion_reverse_counter = extraversion_reverse_counter + 11723    elif(m is 'neuroticism'):1724        neuroticism = neuroticism + num1725        neuroticism_counter = neuroticism_counter + 11726    else:1727        neuroticism_reverse = neuroticism_reverse + num1728        neuroticism_reverse_counter = neuroticism_reverse_counter + 11729    final_agreeableness = float(agreeableness)/agreeableness_counter1730    final_openness = float(openness)/openness_counter1731    final_conscientiousness = float(conscientiousness)/conscientiousness_counter1732    final_extraversion = float(extraversion)/extraversion_counter1733    final_neuroticism = float(neuroticism)/neuroticism_counter1734    final_agreeableness_reverse = float(agreeableness_reverse)/agreeableness_reverse_counter1735    final_openness_reverse = float(openness_reverse)/openness_reverse_counter1736    final_conscientiousness_reverse = float(conscientiousness_reverse)/conscientiousness_reverse_counter1737    final_extraversion_reverse = float(extraversion_reverse)/extraversion_reverse_counter1738    final_neuroticism_reverse = float(neuroticism_reverse)/neuroticism_reverse_counter1739    agreeableness_final = 3 + (final_agreeableness - final_agreeableness_reverse)/21740    openness_final = 3 + (final_openness - final_openness_reverse)/21741    conscientiousness_final = 3 + (final_conscientiousness - final_conscientiousness_reverse)/21742    extraversion_final = 3 + (final_extraversion - final_extraversion_reverse)/21743    neuroticism_final = 3 + (final_neuroticism - final_neuroticism_reverse)/21744    name = 'profile_' + name1745    f = open('%s.csv' %name, 'wb')1746    csvwriter = csv.writer(f)1747    #csvwriter.writerow(['name' + ',' + name])1748    csvwriter.writerow([agreeableness_final])1749    csvwriter.writerow([openness_final])1750    csvwriter.writerow([conscientiousness_final])1751    csvwriter.writerow([extraversion_final])1752    csvwriter.writerow([neuroticism_final])1753    f.close()1754    csvwriter1.writerow([name + '.csv'])1755    inp = raw_input('Do you wish to continue? y or n\n')1756    if(inp == 'n'):1757        break1758record.close()...

neuralnetworkmodel.py

Source:neuralnetworkmodel.py

1from collections import defaultdict2import pickle3import numpy as np4import time5import xlsxwriter6from sklearn.neural_network import MLPRegressor7from sklearn.svm import SVR8from VideoProcessing.featureextraction import FeatureExtraction9from VideoProcessing.frameextraction import FrameExtraction10from matplotlib import pyplot as plt11class NeuralNetworkModel:12    def __init__(self, featuresDictTrain=None):13        self.featuresDictTrain = featuresDictTrain14    def find_best_params(self, featureDictTrain, featureDictTest):15        opennessModel = MLPRegressor(hidden_layer_sizes=(15, 15, 15,), activation='tanh', solver='adam',16                                     learning_rate='adaptive')17        print("Fitting the model")18        opennessModel.fit(featureDictTrain['face']['hist'], featureDictTrain['face']['openness'])19        print("Getting the prediction")20        prediction = opennessModel.predict(featureDictTest['face']['hist'])21        plt.scatter(featureDictTest['face']['openness'], prediction)22        plt.xlabel('TrueValues')23        plt.ylabel('Predictions')24        plt.show()25        print("Score: {}".format(26            opennessModel.score(featureDictTest['face']['hist'], featureDictTest['face']['openness'])))27    def generate(self, params):28        neuroticismModelRightEye = MLPRegressor().set_params(**params)29        neuroticismModelLeftEye = MLPRegressor().set_params(**params)30        neuroticismModelFace = MLPRegressor().set_params(**params)31        neuroticismModelSmile = MLPRegressor().set_params(**params)32        extraversionModelRightEye = MLPRegressor().set_params(**params)33        extraversionModelLeftEye = MLPRegressor().set_params(**params)34        extraversionModelFace = MLPRegressor().set_params(**params)35        extraversionModelSmile = MLPRegressor().set_params(**params)36        conscientiousnessModelRightEye = MLPRegressor().set_params(**params)37        conscientiousnessModelLeftEye = MLPRegressor().set_params(**params)38        conscientiousnessModelFace = MLPRegressor().set_params(**params)39        conscientiousnessModelSmile = MLPRegressor().set_params(**params)40        agreeablenessModelRightEye = MLPRegressor().set_params(**params)41        agreeablenessModelLeftEye = MLPRegressor().set_params(**params)42        agreeablenessModelFace = MLPRegressor().set_params(**params)43        agreeablenessModelSmile = MLPRegressor().set_params(**params)44        opennessModelRightEye = MLPRegressor().set_params(**params)45        opennessModelLeftEye = MLPRegressor().set_params(**params)46        opennessModelFace = MLPRegressor().set_params(**params)47        opennessModelSmile = MLPRegressor().set_params(**params)48        print("Training started")49        neuroticismModelRightEye.fit(self.featuresDictTrain['righteye']['hist'],50                                     self.featuresDictTrain['righteye']['neuroticism'])51        neuroticismModelLeftEye.fit(self.featuresDictTrain['lefteye']['hist'],52                                    self.featuresDictTrain['lefteye']['neuroticism'])53        neuroticismModelFace.fit(self.featuresDictTrain['face']['hist'], self.featuresDictTrain['face']['neuroticism'])54        neuroticismModelSmile.fit(self.featuresDictTrain['smile']['hist'],55                                  self.featuresDictTrain['smile']['neuroticism'])56        opennessModelRightEye.fit(self.featuresDictTrain['righteye']['hist'],57                                  self.featuresDictTrain['righteye']['openness'])58        opennessModelLeftEye.fit(self.featuresDictTrain['lefteye']['hist'],59                                 self.featuresDictTrain['lefteye']['openness'])60        opennessModelFace.fit(self.featuresDictTrain['face']['hist'], self.featuresDictTrain['face']['openness'])61        opennessModelSmile.fit(self.featuresDictTrain['smile']['hist'], self.featuresDictTrain['smile']['openness'])62        agreeablenessModelRightEye.fit(self.featuresDictTrain['righteye']['hist'],63                                       self.featuresDictTrain['righteye']['agreeableness'])64        agreeablenessModelLeftEye.fit(self.featuresDictTrain['lefteye']['hist'],65                                      self.featuresDictTrain['lefteye']['agreeableness'])66        agreeablenessModelFace.fit(self.featuresDictTrain['face']['hist'],67                                   self.featuresDictTrain['face']['agreeableness'])68        agreeablenessModelSmile.fit(self.featuresDictTrain['smile']['hist'],69                                    self.featuresDictTrain['smile']['agreeableness'])70        extraversionModelRightEye.fit(self.featuresDictTrain['righteye']['hist'],71                                      self.featuresDictTrain['righteye']['extraversion'])72        extraversionModelLeftEye.fit(self.featuresDictTrain['lefteye']['hist'],73                                     self.featuresDictTrain['lefteye']['extraversion'])74        extraversionModelFace.fit(self.featuresDictTrain['face']['hist'],75                                  self.featuresDictTrain['face']['extraversion'])76        extraversionModelSmile.fit(self.featuresDictTrain['smile']['hist'],77                                   self.featuresDictTrain['smile']['extraversion'])78        conscientiousnessModelRightEye.fit(self.featuresDictTrain['righteye']['hist'],79                                           self.featuresDictTrain['righteye']['conscientiousness'])80        conscientiousnessModelLeftEye.fit(self.featuresDictTrain['lefteye']['hist'],81                                          self.featuresDictTrain['lefteye']['conscientiousness'])82        conscientiousnessModelFace.fit(self.featuresDictTrain['face']['hist'],83                                       self.featuresDictTrain['face']['conscientiousness'])84        conscientiousnessModelSmile.fit(self.featuresDictTrain['smile']['hist'],85                                        self.featuresDictTrain['smile']['conscientiousness'])86        print("Training done")87        NNModelDict = defaultdict(dict)88        NNModelDict['face']['openness'] = opennessModelFace89        NNModelDict['face']['agreeableness'] = agreeablenessModelFace90        NNModelDict['face']['extraversion'] = extraversionModelFace91        NNModelDict['face']['conscientiousness'] = conscientiousnessModelFace92        NNModelDict['face']['neuroticism'] = neuroticismModelFace93        NNModelDict['smile']['openness'] = opennessModelSmile94        NNModelDict['smile']['agreeableness'] = agreeablenessModelSmile95        NNModelDict['smile']['extraversion'] = extraversionModelSmile96        NNModelDict['smile']['conscientiousness'] = conscientiousnessModelSmile97        NNModelDict['smile']['neuroticism'] = neuroticismModelSmile98        NNModelDict['righteye']['openness'] = opennessModelRightEye99        NNModelDict['righteye']['agreeableness'] = agreeablenessModelRightEye100        NNModelDict['righteye']['extraversion'] = extraversionModelRightEye101        NNModelDict['righteye']['conscientiousness'] = conscientiousnessModelRightEye102        NNModelDict['righteye']['neuroticism'] = neuroticismModelRightEye103        NNModelDict['lefteye']['openness'] = opennessModelLeftEye104        NNModelDict['lefteye']['agreeableness'] = agreeablenessModelLeftEye105        NNModelDict['lefteye']['extraversion'] = extraversionModelLeftEye106        NNModelDict['lefteye']['conscientiousness'] = conscientiousnessModelLeftEye107        NNModelDict['lefteye']['neuroticism'] = neuroticismModelLeftEye108        self.modelDict = NNModelDict109        return NNModelDict110    def test(self, facesHist, smileHist, leftEyeHist, rightEyeHist, filename, model=None, videoCount=1000):111        if model:112            self.modelDict = model113        workbook = xlsxwriter.Workbook(filename, {'nan_inf_to_errors': True})114        worksheet = workbook.add_worksheet()115        bold = workbook.add_format({'bold': True})116        worksheet.write('A1', 'Openness (Expected)', bold)117        worksheet.write('B1', 'Openness (Actual)', bold)118        worksheet.write('C1', 'Openness (Error)', bold)119        worksheet.write('D1', 'Extraversion (Expected)', bold)120        worksheet.write('E1', 'Extraversion (Actual)', bold)121        worksheet.write('F1', 'Extraversion (Error)', bold)122        worksheet.write('G1', 'Neuroticism (Expected)', bold)123        worksheet.write('H1', 'Neuroticism (Actual)', bold)124        worksheet.write('I1', 'Neuroticism (Error)', bold)125        worksheet.write('J1', 'Agreeableness (Expected)', bold)126        worksheet.write('K1', 'Agreeableness (Actual)', bold)127        worksheet.write('L1', 'Agreeableness (Error)', bold)128        worksheet.write('M1', 'Conscientiousness (Expected)', bold)129        worksheet.write('N1', 'Conscientiousness (Actual)', bold)130        worksheet.write('O1', 'Conscientiousness (Error)', bold)131        videosDataFile = open("AnnotationFiles/annotation_test.pkl", "rb")132        print('Loading data from pickle file.')133        videosData = pickle.load(videosDataFile, encoding='latin1')134        print('Getting names of all the video files.')135        videoNames = list(videosData['extraversion'].keys())136        videosFilePath = 'TestVideos/'137        opennessMSE = []138        extraversionMSE = []139        neuroticismMSE = []140        conscientiousnessMSE = []141        agreeablenessMSE = []142        for i, videoName in enumerate(videoNames):143            opennessListFace = []144            opennessListLeftEye = []145            opennessListRightEye = []146            opennessListSmile = []147            extraversionListFace = []148            extraversionListLeftEye = []149            extraversionListRightEye = []150            extraversionListSmile = []151            neuroticismListFace = []152            neuroticismListLeftEye = []153            neuroticismListRightEye = []154            neuroticismListSmile = []155            agreeablenessListFace = []156            agreeablenessListLeftEye = []157            agreeablenessListRightEye = []158            agreeablenessListSmile = []159            conscientiousnessListFace = []160            conscientiousnessListLeftEye = []161            conscientiousnessListRightEye = []162            conscientiousnessListSmile = []163            print("Video number: {}".format(i + 1))164            if facesHist[videoName]:165                opennessListFace = self.modelDict['face']['openness'].predict(facesHist[videoName])166                extraversionListFace = self.modelDict['face']['extraversion'].predict(facesHist[videoName])167                neuroticismListFace = self.modelDict['face']['neuroticism'].predict(facesHist[videoName])168                agreeablenessListFace = self.modelDict['face']['agreeableness'].predict(facesHist[videoName])169                conscientiousnessListFace = self.modelDict['face']['conscientiousness'].predict(facesHist[videoName])170            if rightEyeHist[videoName]:171                opennessListRightEye = self.modelDict['righteye']['openness'].predict(rightEyeHist[videoName])172                extraversionListRightEye = self.modelDict['righteye']['extraversion'].predict(rightEyeHist[videoName])173                neuroticismListRightEye = self.modelDict['righteye']['neuroticism'].predict(rightEyeHist[videoName])174                agreeablenessListRightEye = self.modelDict['righteye']['agreeableness'].predict(rightEyeHist[videoName])175                conscientiousnessListRightEye = self.modelDict['righteye']['conscientiousness'].predict(176                    rightEyeHist[videoName])177            if leftEyeHist[videoName]:178                opennessListLeftEye = self.modelDict['lefteye']['openness'].predict(leftEyeHist[videoName])179                extraversionListLeftEye = self.modelDict['lefteye']['extraversion'].predict(leftEyeHist[videoName])180                neuroticismListLeftEye = self.modelDict['lefteye']['neuroticism'].predict(leftEyeHist[videoName])181                agreeablenessListLeftEye = self.modelDict['lefteye']['agreeableness'].predict(leftEyeHist[videoName])182                conscientiousnessListLeftEye = self.modelDict['lefteye']['conscientiousness'].predict(183                    leftEyeHist[videoName])184            if smileHist[videoName]:185                opennessListSmile = self.modelDict['smile']['openness'].predict(smileHist[videoName])186                extraversionListSmile = self.modelDict['smile']['extraversion'].predict(smileHist[videoName])187                neuroticismListSmile = self.modelDict['smile']['neuroticism'].predict(smileHist[videoName])188                agreeablenessListSmile = self.modelDict['smile']['agreeableness'].predict(smileHist[videoName])189                conscientiousnessListSmile = self.modelDict['smile']['conscientiousness'].predict(smileHist[videoName])190            tempList = np.concatenate((opennessListFace, opennessListLeftEye, opennessListRightEye, opennessListSmile))191            worksheet.write(i + 1, 0, videosData['openness'][videoName])192            # worksheet.write(i + 1, 1, sum(opennessListFace) / len(opennessListFace))193            # worksheet.write(i + 1, 2, sum(opennessListLeftEye) / len(opennessListLeftEye))194            # worksheet.write(i + 1, 3, sum(opennessListRightEye) / len(opennessListRightEye))195            # worksheet.write(i + 1, 4, sum(opennessListSmile) / len(opennessListSmile))196            if len(tempList) is not 0:197                worksheet.write(i + 1, 1, np.average(tempList))198                worksheet.write(i + 1, 2, np.square(videosData['openness'][videoName] - np.average(tempList)))199                opennessMSE.append(np.square(videosData['openness'][videoName] - np.average(tempList)))200            tempList = np.concatenate(201                (extraversionListFace, extraversionListLeftEye, extraversionListRightEye, extraversionListSmile))202            worksheet.write(i + 1, 3, videosData['extraversion'][videoName])203            # worksheet.write(i + 1, 7, sum(extraversionListFace) / len(extraversionListFace))204            # worksheet.write(i + 1, 8, sum(extraversionListLeftEye) / len(extraversionListLeftEye))205            # worksheet.write(i + 1, 9, sum(extraversionListRightEye) / len(extraversionListRightEye))206            # worksheet.write(i + 1, 10, sum(extraversionListSmile) / len(extraversionListSmile))207            if len(tempList) is not 0:208                worksheet.write(i + 1, 4, np.max(tempList))209                worksheet.write(i + 1, 5, np.square(videosData['extraversion'][videoName] - np.average(tempList)))210                extraversionMSE.append(np.square(videosData['extraversion'][videoName] - np.average(tempList)))211            tempList = np.concatenate(212                (neuroticismListFace, neuroticismListLeftEye, neuroticismListRightEye, neuroticismListSmile))213            worksheet.write(i + 1, 6, videosData['neuroticism'][videoName])214            # worksheet.write(i + 1, 13, sum(neuroticismListFace) / len(neuroticismListFace))215            # worksheet.write(i + 1, 14, sum(neuroticismListLeftEye) / len(neuroticismListLeftEye))216            # worksheet.write(i + 1, 15, sum(neuroticismListRightEye) / len(neuroticismListRightEye))217            # worksheet.write(i + 1, 16, sum(neuroticismListSmile) / len(neuroticismListSmile))218            if len(tempList) is not 0:219                worksheet.write(i + 1, 7, np.max(tempList))220                worksheet.write(i + 1, 8, np.square(videosData['neuroticism'][videoName] - np.average(tempList)))221                neuroticismMSE.append(np.square(videosData['neuroticism'][videoName] - np.average(tempList)))222            tempList = np.concatenate(223                (agreeablenessListFace, agreeablenessListLeftEye, agreeablenessListRightEye, agreeablenessListSmile))224            worksheet.write(i + 1, 9, videosData['agreeableness'][videoName])225            # worksheet.write(i + 1, 19, sum(agreeablenessListFace) / len(agreeablenessListFace))226            # worksheet.write(i + 1, 20, sum(agreeablenessListLeftEye) / len(agreeablenessListLeftEye))227            # worksheet.write(i + 1, 21, sum(agreeablenessListRightEye) / len(agreeablenessListRightEye))228            # worksheet.write(i + 1, 22, sum(agreeablenessListSmile) / len(agreeablenessListSmile))229            if len(tempList) is not 0:230                worksheet.write(i + 1, 10, np.max(tempList))231                worksheet.write(i + 1, 11, np.square(videosData['agreeableness'][videoName] - np.average(tempList)))232                agreeablenessMSE.append(np.square(videosData['agreeableness'][videoName] - np.average(tempList)))233            tempList = np.concatenate((conscientiousnessListFace, conscientiousnessListLeftEye,234                                       conscientiousnessListRightEye, conscientiousnessListSmile))235            worksheet.write(i + 1, 12, videosData['conscientiousness'][videoName])236            # worksheet.write(i + 1, 25, sum(conscientiousnessListFace) / len(conscientiousnessListFace))237            # worksheet.write(i + 1, 26, sum(conscientiousnessListLeftEye) / len(conscientiousnessListLeftEye))238            # worksheet.write(i + 1, 27, sum(conscientiousnessListRightEye) / len(conscientiousnessListRightEye))239            # worksheet.write(i + 1, 28, sum(conscientiousnessListSmile) / len(conscientiousnessListSmile))240            if len(tempList) is not 0:241                worksheet.write(i + 1, 13, np.max(tempList))242                worksheet.write(i + 1, 14, np.square(videosData['conscientiousness'][videoName] - np.average(tempList)))243                conscientiousnessMSE.append(np.square(videosData['conscientiousness'][videoName] - np.average(tempList)))244        workbook.close()245        ErrorDict = defaultdict(float)246        ErrorDict['openness'] = np.sqrt(np.average(opennessMSE))247        ErrorDict['agreeableness'] = np.sqrt(np.average(agreeablenessMSE))248        ErrorDict['neuroticism'] = np.sqrt(np.average(neuroticismMSE))249        ErrorDict['conscientiousness'] = np.sqrt(np.average(conscientiousnessMSE))250        ErrorDict['extraversion'] = np.sqrt(np.average(extraversionMSE))251        return ErrorDict252    def predict_single_frame(self, frame, model=None):253        if model is not None:254            self.modelDict = model255        print("Trying to predict a single frame value")256        neuroticismListFace = []257        neuroticismListLeftEye = []258        neuroticismListRightEye = []259        agreeablenessListFace = []260        agreeablenessListLeftEye = []261        neuroticismListSmile = []262        agreeablenessListSmile = []263        agreeablenessListRightEye = []264        conscientiousnessListFace = []265        conscientiousnessListLeftEye = []266        conscientiousnessListRightEye = []267        conscientiousnessListSmile = []268        extraversionListFace = []269        extraversionListLeftEye = []270        extraversionListRightEye = []271        extraversionListSmile = []272        opennessListFace = []273        opennessListLeftEye = []274        opennessListRightEye = []275        opennessListSmile = []276        extractor = FrameExtraction()277        features = FeatureExtraction(24, 8)278        croppedFace, smileFrame, leftEyeFrame, rightEyeFrame = extractor.single_frame(frame)279        featuresDict = features.extract_single_frame(croppedFace, smileFrame, leftEyeFrame, rightEyeFrame)280        if featuresDict['face']:281            opennessListFace = self.modelDict['face']['openness'].predict(featuresDict['face'])282            extraversionListFace = self.modelDict['face']['extraversion'].predict(featuresDict['face'])283            neuroticismListFace = self.modelDict['face']['neuroticism'].predict(featuresDict['face'])284            agreeablenessListFace = self.modelDict['face']['agreeableness'].predict(featuresDict['face'])285            conscientiousnessListFace = self.modelDict['face']['conscientiousness'].predict(featuresDict['face'])286        if featuresDict['righteye']:287            opennessListRightEye = self.modelDict['righteye']['openness'].predict(featuresDict['righteye'])288            extraversionListRightEye = self.modelDict['righteye']['extraversion'].predict(featuresDict['righteye'])289            neuroticismListRightEye = self.modelDict['righteye']['neuroticism'].predict(featuresDict['righteye'])290            agreeablenessListRightEye = self.modelDict['righteye']['agreeableness'].predict(291                featuresDict['righteye'])292            conscientiousnessListRightEye = self.modelDict['righteye']['conscientiousness'].predict(293                featuresDict['righteye'])294        if featuresDict['lefteye']:295            opennessListLeftEye = self.modelDict['lefteye']['openness'].predict(featuresDict['lefteye'])296            extraversionListLeftEye = self.modelDict['lefteye']['extraversion'].predict(featuresDict['lefteye'])297            neuroticismListLeftEye = self.modelDict['lefteye']['neuroticism'].predict(featuresDict['lefteye'])298            agreeablenessListLeftEye = self.modelDict['lefteye']['agreeableness'].predict(featuresDict['lefteye'])299            conscientiousnessListLeftEye = self.modelDict['lefteye']['conscientiousness'].predict(300                featuresDict['lefteye'])301        if featuresDict['smile']:302            opennessListSmile = self.modelDict['smile']['openness'].predict(featuresDict['smile'])303            extraversionListSmile = self.modelDict['smile']['extraversion'].predict(featuresDict['smile'])304            neuroticismListSmile = self.modelDict['smile']['neuroticism'].predict(featuresDict['smile'])305            agreeablenessListSmile = self.modelDict['smile']['agreeableness'].predict(featuresDict['smile'])306            conscientiousnessListSmile = self.modelDict['smile']['conscientiousness'].predict(featuresDict['smile'])307        openness = defaultdict(float)308        extraversion = defaultdict(float)309        neuroticism = defaultdict(float)310        conscientiousness = defaultdict(float)311        agreeableness = defaultdict(float)312        openness["average"] = -1313        extraversion["average"] = -1314        neuroticism["average"] = -1315        conscientiousness["average"] = -1316        agreeableness["average"] = -1317        opennessList = None318        agreeablenessList = None319        conscientiousnessList = None320        extraversionList = None321        neuroticismList = None322        if opennessListFace or opennessListRightEye or opennessListLeftEye or opennessListSmile:323            opennessList = np.concatenate(324                (opennessListFace, opennessListLeftEye, opennessListRightEye, opennessListSmile))325            openness["average"] = np.average(opennessList)326            openness["min"] = np.min(opennessList)327            openness["max"] = np.max(opennessList)328        if extraversionListFace or extraversionListLeftEye or extraversionListRightEye or extraversionListSmile:329            extraversionList = np.concatenate(330                (extraversionListFace, extraversionListLeftEye, extraversionListRightEye, extraversionListSmile))331            extraversion["average"] = np.average(extraversionList)332            extraversion["min"] = np.min(extraversionList)333            extraversion["max"] = np.max(extraversionList)334        if neuroticismListFace or neuroticismListLeftEye or neuroticismListRightEye or neuroticismListSmile:335            neuroticismList = np.concatenate(336                (neuroticismListFace, neuroticismListLeftEye, neuroticismListRightEye, neuroticismListSmile))337            neuroticism["average"] = np.average(neuroticismList)338            neuroticism["min"] = np.min(neuroticismList)339            neuroticism["max"] = np.max(neuroticismList)340        if agreeablenessListFace or agreeablenessListLeftEye or agreeablenessListRightEye or agreeablenessListLeftEye or agreeablenessListSmile:341            agreeablenessList = np.concatenate(342                (agreeablenessListFace, agreeablenessListLeftEye, agreeablenessListRightEye, agreeablenessListSmile))343            agreeableness["average"] = np.average(agreeablenessList)344            agreeableness["min"] = np.min(agreeablenessList)345            agreeableness["max"] = np.max(agreeablenessList)346        if conscientiousnessListFace or conscientiousnessListLeftEye or conscientiousnessListRightEye or conscientiousnessListSmile:347            conscientiousnessList = np.concatenate((conscientiousnessListFace, conscientiousnessListLeftEye,348                                                    conscientiousnessListRightEye, conscientiousnessListSmile))349            conscientiousness["average"] = np.average(conscientiousnessList)350            conscientiousness["min"] = np.min(conscientiousnessList)351            conscientiousness["max"] = np.max(conscientiousnessList)...

Analyzer.py

Source:Analyzer.py

1__author__ = 'chintanpanchamia'2import csv3f = open('record.csv','rb')4profile_counter = 05openness = 06conscientiousness = 07extraversion = 08agreeableness = 09neuroticism = 010for i in f:11    profile_counter = profile_counter + 112    array = []13    i = i.strip()14    f1 = open(i,'rb')15    csvreader = csv.reader(f1)16    for row in csvreader:17        array.append(float(row[0]))18    agreeableness = agreeableness + array[0]19    openness = openness + array[1]20    conscientiousness = conscientiousness + array[2]21    extraversion = extraversion + array[3]22    neuroticism = neuroticism + array[4]23i = 024compute = [0,0,0,0,0]25compute[0] = float(agreeableness)/profile_counter26compute[1] = float(openness)/profile_counter27compute[2] = float(conscientiousness)/profile_counter28compute[3] = float(extraversion)/profile_counter29compute[4] = float(neuroticism)/profile_counter30compute[0] = (compute[0]/5)*10031agreeableness = compute[0]32compute[1] = (compute[1]/5)*10033openness = compute[1]34compute[2] = (compute[2]/5)*10035conscientiousness = compute[2]36compute[3] = (compute[3]/5)*10037extraversion = compute[3]38compute[4] = (compute[4]/5)*10039neuroticism = compute[4]40m = max(compute)41pointer = 042for i in compute:43    if m == i:44        pointer = compute.index(i)45dominant = ''46if pointer == 0:47    dominant = 'agreeableness'48elif pointer == 1:49    dominant = 'openness'50elif pointer == 2:51    dominant = 'conscientiousness'52elif pointer == 3:53    dominant = 'extraversion'54else:55    dominant = 'neuroticism'56compute1 = compute57i = 058compute1.remove(m)59m2 = max(compute1)60for i in compute:61    if m2 == i:62        pointer = compute.index(i)63dominant2 = ''64if pointer == 0:65    dominant2 = 'agreeableness'66elif pointer == 1:67    dominant2 = 'openness'68elif pointer == 2:69    dominant2 = 'conscientiousness'70elif pointer == 3:71    dominant2 = 'extraversion'72else:73    dominant2 = 'neuroticism'74i = 075compute1.remove(m2)76m3 = max(compute1)77for i in compute:78    if m3 == i:79        pointer = compute.index(i)80dominant3 = ''81if pointer == 0:82    dominant3 = 'agreeableness'83elif pointer == 1:84    dominant3 = 'openness'85elif pointer == 2:86    dominant3 = 'conscientiousness'87elif pointer == 3:88    dominant3 = 'extraversion'89else:90    dominant3 = 'neuroticism'91print 'Detailed Social Comfort Levels of the room at the moment:\n'92print 'Openness to Experiences: ' + str(openness)93print 'Conscientiousness: ' + str(conscientiousness)94print 'Extraversion: ' + str(extraversion)95print 'Agreeableness: ' + str(agreeableness)96print 'Neuroticism: ' + str(neuroticism)97result = ''98if(dominant is 'openness'):99    if(dominant2 is 'conscientiousness'):100        if(dominant3 is 'extraversion'):101            result = 'Routine'102        else:103            result = 'Ambient'104    if(dominant2 is 'extraversion'):105        if(dominant3 is 'conscientiousness'):106            result = 'Loud'107        elif(dominant3 is 'agreeableness'):108            result = 'Routine'109        else:110            result = 'Ambient'111    if(dominant2 is 'agreeableness'):112        if(dominant3 is 'conscientiousness'):113            result = 'Routine'114        elif(dominant3 is 'extraversion'):115            result = 'Loud'116        else:117            result = 'Ambient'118    else:119        if(dominant3 is 'agreeableness'):120            result = 'Quiet'121        elif(dominant3 is 'conscientiousness' or 'extraversion'):122            result = 'Routine'123elif(dominant is 'conscientiousness'):124    if(dominant2 is 'openness'):125        if(dominant3 is 'neuroticism' or 'agreeableness'):126            result = 'Ambient'127        else:128            result = 'Routine'129    if(dominant2 is 'extraversion'):130        if(dominant3 is 'openness' or 'agreeableness'):131            result = 'Loud'132        else:133            result = 'Routine'134    if(dominant2 is 'agreeableness'):135        if(dominant3 is 'openness' or 'extraversion'):136            result = 'Routine'137        else:138            result = 'Ambient'139    if(dominant2 is 'neuroticism'):140        if(dominant3 is 'agreeableness' or 'openness'):141            result = 'Ambient'142        else:143            result = 'Routine'144elif(dominant is 'extraversion'):145    if(dominant2 is 'openness'):146        if(dominant3 is 'agreeableness' or 'conscientiousness'):147            result = 'Loud'148        else:149            result = 'Routine'150    if(dominant2 is 'conscientiousness'):151        if(dominant3 is 'openness'):152            result = 'Loud'153        elif(dominant3 is 'agreeableness'):154            result = 'Routine'155        else:156            result = 'Ambient'157    if(dominant2 is 'agreeableness'):158        if(dominant3 is 'openness'):159            result = 'Loud'160        elif(dominant3 is 'conscientiousness'):161            result = 'Routine'162        else:163            result = 'Ambient'164    if(dominant2 is 'neuroticism'):165        if(dominant3 is 'openness' or 'conscientiousness'):166            result = 'Routine'167        else:168            result = 'Ambient'169elif(dominant is 'agreeableness'):170    if(dominant2 is 'openness' or 'extraversion'):171        if(dominant3 is 'conscientiousness'):172            result = 'Loud'173        else:174            result = 'Ambient'175    if(dominant2 is 'conscientiousness'):176        if(dominant3 is 'openness' or 'extraversion'):177            result = 'Routine'178        else:179            result = 'Ambient'180    if(dominant2 is 'neuroticism'):181        if(dominant3 is 'openness'):182            result = 'Quiet'183        else:184            result = 'Ambient'185else:186    if(dominant2 is 'openness' or 'agreeableness'):187        if(dominant3 is 'conscientiousness'):188            result = 'Quiet'189        else:190            result = 'Ambient'191    if(dominant2 is 'conscientiousness'):192        if(dominant3 is 'openness' or 'extraversion'):193            result = 'Routine'194        else:195            result = 'Ambient'196    if(dominant2 is 'extraversion'):197        if(dominant3 is 'Agreeableness'):198            result = 'Ambient'199        else:200            result = 'Routine'...

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.