Add files using upload-large-folder tool

dabench/README.md

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+---
+license: apache-2.0
+tags:
+- code
+---

dacode/source/di-text-004/ds_salaries.csv

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+,work_year,experience_level,employment_type,job_title,salary,salary_currency,salary_in_usd,employee_residence,remote_ratio,company_location,company_size
+0,2020,MI,FT,Data Scientist,70000,EUR,79833,DE,0,DE,L
+1,2020,SE,FT,Machine Learning Scientist,260000,USD,260000,JP,0,JP,S
+2,2020,SE,FT,Big Data Engineer,85000,GBP,109024,GB,50,GB,M
+3,2020,MI,FT,Product Data Analyst,20000,USD,20000,HN,0,HN,S
+4,2020,SE,FT,Machine Learning Engineer,150000,USD,150000,US,50,US,L
+5,2020,EN,FT,Data Analyst,72000,USD,72000,US,100,US,L
+6,2020,SE,FT,Lead Data Scientist,190000,USD,190000,US,100,US,S
+7,2020,MI,FT,Data Scientist,11000000,HUF,35735,HU,50,HU,L
+8,2020,MI,FT,Business Data Analyst,135000,USD,135000,US,100,US,L
+9,2020,SE,FT,Lead Data Engineer,125000,USD,125000,NZ,50,NZ,S
+10,2020,EN,FT,Data Scientist,45000,EUR,51321,FR,0,FR,S
+11,2020,MI,FT,Data Scientist,3000000,INR,40481,IN,0,IN,L
+12,2020,EN,FT,Data Scientist,35000,EUR,39916,FR,0,FR,M
+13,2020,MI,FT,Lead Data Analyst,87000,USD,87000,US,100,US,L
+14,2020,MI,FT,Data Analyst,85000,USD,85000,US,100,US,L
+15,2020,MI,FT,Data Analyst,8000,USD,8000,PK,50,PK,L
+16,2020,EN,FT,Data Engineer,4450000,JPY,41689,JP,100,JP,S
+17,2020,SE,FT,Big Data Engineer,100000,EUR,114047,PL,100,GB,S
+18,2020,EN,FT,Data Science Consultant,423000,INR,5707,IN,50,IN,M
+19,2020,MI,FT,Lead Data Engineer,56000,USD,56000,PT,100,US,M
+20,2020,MI,FT,Machine Learning Engineer,299000,CNY,43331,CN,0,CN,M
+21,2020,MI,FT,Product Data Analyst,450000,INR,6072,IN,100,IN,L
+22,2020,SE,FT,Data Engineer,42000,EUR,47899,GR,50,GR,L
+23,2020,MI,FT,BI Data Analyst,98000,USD,98000,US,0,US,M
+24,2020,MI,FT,Lead Data Scientist,115000,USD,115000,AE,0,AE,L
+25,2020,EX,FT,Director of Data Science,325000,USD,325000,US,100,US,L
+26,2020,EN,FT,Research Scientist,42000,USD,42000,NL,50,NL,L
+27,2020,SE,FT,Data Engineer,720000,MXN,33511,MX,0,MX,S
+28,2020,EN,CT,Business Data Analyst,100000,USD,100000,US,100,US,L
+29,2020,SE,FT,Machine Learning Manager,157000,CAD,117104,CA,50,CA,L
+30,2020,MI,FT,Data Engineering Manager,51999,EUR,59303,DE,100,DE,S
+31,2020,EN,FT,Big Data Engineer,70000,USD,70000,US,100,US,L
+32,2020,SE,FT,Data Scientist,60000,EUR,68428,GR,100,US,L
+33,2020,MI,FT,Research Scientist,450000,USD,450000,US,0,US,M
+34,2020,MI,FT,Data Analyst,41000,EUR,46759,FR,50,FR,L
+35,2020,MI,FT,Data Engineer,65000,EUR,74130,AT,50,AT,L
+36,2020,MI,FT,Data Science Consultant,103000,USD,103000,US,100,US,L
+37,2020,EN,FT,Machine Learning Engineer,250000,USD,250000,US,50,US,L
+38,2020,EN,FT,Data Analyst,10000,USD,10000,NG,100,NG,S
+39,2020,EN,FT,Machine Learning Engineer,138000,USD,138000,US,100,US,S
+40,2020,MI,FT,Data Scientist,45760,USD,45760,PH,100,US,S
+41,2020,EX,FT,Data Engineering Manager,70000,EUR,79833,ES,50,ES,L
+42,2020,MI,FT,Machine Learning Infrastructure Engineer,44000,EUR,50180,PT,0,PT,M
+43,2020,MI,FT,Data Engineer,106000,USD,106000,US,100,US,L
+44,2020,MI,FT,Data Engineer,88000,GBP,112872,GB,50,GB,L
+45,2020,EN,PT,ML Engineer,14000,EUR,15966,DE,100,DE,S
+46,2020,MI,FT,Data Scientist,60000,GBP,76958,GB,100,GB,S
+47,2020,SE,FT,Data Engineer,188000,USD,188000,US,100,US,L
+48,2020,MI,FT,Data Scientist,105000,USD,105000,US,100,US,L
+49,2020,MI,FT,Data Engineer,61500,EUR,70139,FR,50,FR,L
+50,2020,EN,FT,Data Analyst,450000,INR,6072,IN,0,IN,S
+51,2020,EN,FT,Data Analyst,91000,USD,91000,US,100,US,L
+52,2020,EN,FT,AI Scientist,300000,DKK,45896,DK,50,DK,S
+53,2020,EN,FT,Data Engineer,48000,EUR,54742,PK,100,DE,L
+54,2020,SE,FL,Computer Vision Engineer,60000,USD,60000,RU,100,US,S
+55,2020,SE,FT,Principal Data Scientist,130000,EUR,148261,DE,100,DE,M
+56,2020,MI,FT,Data Scientist,34000,EUR,38776,ES,100,ES,M
+57,2020,MI,FT,Data Scientist,118000,USD,118000,US,100,US,M
+58,2020,SE,FT,Data Scientist,120000,USD,120000,US,50,US,L
+59,2020,MI,FT,Data Scientist,138350,USD,138350,US,100,US,M
+60,2020,MI,FT,Data Engineer,110000,USD,110000,US,100,US,L
+61,2020,MI,FT,Data Engineer,130800,USD,130800,ES,100,US,M
+62,2020,EN,PT,Data Scientist,19000,EUR,21669,IT,50,IT,S
+63,2020,SE,FT,Data Scientist,412000,USD,412000,US,100,US,L
+64,2020,SE,FT,Machine Learning Engineer,40000,EUR,45618,HR,100,HR,S
+65,2020,EN,FT,Data Scientist,55000,EUR,62726,DE,50,DE,S
+66,2020,EN,FT,Data Scientist,43200,EUR,49268,DE,0,DE,S
+67,2020,SE,FT,Data Science Manager,190200,USD,190200,US,100,US,M
+68,2020,EN,FT,Data Scientist,105000,USD,105000,US,100,US,S
+69,2020,SE,FT,Data Scientist,80000,EUR,91237,AT,0,AT,S
+70,2020,MI,FT,Data Scientist,55000,EUR,62726,FR,50,LU,S
+71,2020,MI,FT,Data Scientist,37000,EUR,42197,FR,50,FR,S
+72,2021,EN,FT,Research Scientist,60000,GBP,82528,GB,50,GB,L
+73,2021,EX,FT,BI Data Analyst,150000,USD,150000,IN,100,US,L
+74,2021,EX,FT,Head of Data,235000,USD,235000,US,100,US,L
+75,2021,SE,FT,Data Scientist,45000,EUR,53192,FR,50,FR,L
+76,2021,MI,FT,BI Data Analyst,100000,USD,100000,US,100,US,M
+77,2021,MI,PT,3D Computer Vision Researcher,400000,INR,5409,IN,50,IN,M
+78,2021,MI,CT,ML Engineer,270000,USD,270000,US,100,US,L
+79,2021,EN,FT,Data Analyst,80000,USD,80000,US,100,US,M
+80,2021,SE,FT,Data Analytics Engineer,67000,EUR,79197,DE,100,DE,L
+81,2021,MI,FT,Data Engineer,140000,USD,140000,US,100,US,L
+82,2021,MI,FT,Applied Data Scientist,68000,CAD,54238,GB,50,CA,L
+83,2021,MI,FT,Machine Learning Engineer,40000,EUR,47282,ES,100,ES,S
+84,2021,EX,FT,Director of Data Science,130000,EUR,153667,IT,100,PL,L
+85,2021,MI,FT,Data Engineer,110000,PLN,28476,PL,100,PL,L
+86,2021,EN,FT,Data Analyst,50000,EUR,59102,FR,50,FR,M
+87,2021,MI,FT,Data Analytics Engineer,110000,USD,110000,US,100,US,L
+88,2021,SE,FT,Lead Data Analyst,170000,USD,170000,US,100,US,L
+89,2021,SE,FT,Data Analyst,80000,USD,80000,BG,100,US,S
+90,2021,SE,FT,Marketing Data Analyst,75000,EUR,88654,GR,100,DK,L
+91,2021,EN,FT,Data Science Consultant,65000,EUR,76833,DE,100,DE,S
+92,2021,MI,FT,Lead Data Analyst,1450000,INR,19609,IN,100,IN,L
+93,2021,SE,FT,Lead Data Engineer,276000,USD,276000,US,0,US,L
+94,2021,EN,FT,Data Scientist,2200000,INR,29751,IN,50,IN,L
+95,2021,MI,FT,Cloud Data Engineer,120000,SGD,89294,SG,50,SG,L
+96,2021,EN,PT,AI Scientist,12000,USD,12000,BR,100,US,S
+97,2021,MI,FT,Financial Data Analyst,450000,USD,450000,US,100,US,L
+98,2021,EN,FT,Computer Vision Software Engineer,70000,USD,70000,US,100,US,M
+99,2021,MI,FT,Computer Vision Software Engineer,81000,EUR,95746,DE,100,US,S
+100,2021,MI,FT,Data Analyst,75000,USD,75000,US,0,US,L
+101,2021,SE,FT,Data Engineer,150000,USD,150000,US,100,US,L
+102,2021,MI,FT,BI Data Analyst,11000000,HUF,36259,HU,50,US,L
+103,2021,MI,FT,Data Analyst,62000,USD,62000,US,0,US,L
+104,2021,MI,FT,Data Scientist,73000,USD,73000,US,0,US,L
+105,2021,MI,FT,Data Analyst,37456,GBP,51519,GB,50,GB,L
+106,2021,MI,FT,Research Scientist,235000,CAD,187442,CA,100,CA,L
+107,2021,SE,FT,Data Engineer,115000,USD,115000,US,100,US,S
+108,2021,SE,FT,Data Engineer,150000,USD,150000,US,100,US,M
+109,2021,EN,FT,Data Engineer,2250000,INR,30428,IN,100,IN,L
+110,2021,SE,FT,Machine Learning Engineer,80000,EUR,94564,DE,50,DE,L
+111,2021,SE,FT,Director of Data Engineering,82500,GBP,113476,GB,100,GB,M
+112,2021,SE,FT,Lead Data Engineer,75000,GBP,103160,GB,100,GB,S
+113,2021,EN,PT,AI Scientist,12000,USD,12000,PK,100,US,M
+114,2021,MI,FT,Data Engineer,38400,EUR,45391,NL,100,NL,L
+115,2021,EN,FT,Machine Learning Scientist,225000,USD,225000,US,100,US,L
+116,2021,MI,FT,Data Scientist,50000,USD,50000,NG,100,NG,L
+117,2021,MI,FT,Data Science Engineer,34000,EUR,40189,GR,100,GR,M
+118,2021,EN,FT,Data Analyst,90000,USD,90000,US,100,US,S
+119,2021,MI,FT,Data Engineer,200000,USD,200000,US,100,US,L
+120,2021,MI,FT,Big Data Engineer,60000,USD,60000,ES,50,RO,M
+121,2021,SE,FT,Principal Data Engineer,200000,USD,200000,US,100,US,M
+122,2021,EN,FT,Data Analyst,50000,USD,50000,US,100,US,M
+123,2021,EN,FT,Applied Data Scientist,80000,GBP,110037,GB,0,GB,L
+124,2021,EN,PT,Data Analyst,8760,EUR,10354,ES,50,ES,M
+125,2021,MI,FT,Principal Data Scientist,151000,USD,151000,US,100,US,L
+126,2021,SE,FT,Machine Learning Scientist,120000,USD,120000,US,50,US,S
+127,2021,MI,FT,Data Scientist,700000,INR,9466,IN,0,IN,S
+128,2021,EN,FT,Machine Learning Engineer,20000,USD,20000,IN,100,IN,S
+129,2021,SE,FT,Lead Data Scientist,3000000,INR,40570,IN,50,IN,L
+130,2021,EN,FT,Machine Learning Developer,100000,USD,100000,IQ,50,IQ,S
+131,2021,EN,FT,Data Scientist,42000,EUR,49646,FR,50,FR,M
+132,2021,MI,FT,Applied Machine Learning Scientist,38400,USD,38400,VN,100,US,M
+133,2021,SE,FT,Computer Vision Engineer,24000,USD,24000,BR,100,BR,M
+134,2021,EN,FT,Data Scientist,100000,USD,100000,US,0,US,S
+135,2021,MI,FT,Data Analyst,90000,USD,90000,US,100,US,M
+136,2021,MI,FT,ML Engineer,7000000,JPY,63711,JP,50,JP,S
+137,2021,MI,FT,ML Engineer,8500000,JPY,77364,JP,50,JP,S
+138,2021,SE,FT,Principal Data Scientist,220000,USD,220000,US,0,US,L
+139,2021,EN,FT,Data Scientist,80000,USD,80000,US,100,US,M
+140,2021,MI,FT,Data Analyst,135000,USD,135000,US,100,US,L
+141,2021,SE,FT,Data Science Manager,240000,USD,240000,US,0,US,L
+142,2021,SE,FT,Data Engineering Manager,150000,USD,150000,US,0,US,L
+143,2021,MI,FT,Data Scientist,82500,USD,82500,US,100,US,S
+144,2021,MI,FT,Data Engineer,100000,USD,100000,US,100,US,L
+145,2021,SE,FT,Machine Learning Engineer,70000,EUR,82744,BE,50,BE,M
+146,2021,MI,FT,Research Scientist,53000,EUR,62649,FR,50,FR,M
+147,2021,MI,FT,Data Engineer,90000,USD,90000,US,100,US,L
+148,2021,SE,FT,Data Engineering Manager,153000,USD,153000,US,100,US,L
+149,2021,SE,FT,Cloud Data Engineer,160000,USD,160000,BR,100,US,S
+150,2021,SE,FT,Director of Data Science,168000,USD,168000,JP,0,JP,S
+151,2021,MI,FT,Data Scientist,150000,USD,150000,US,100,US,M
+152,2021,MI,FT,Data Scientist,95000,CAD,75774,CA,100,CA,L
+153,2021,EN,FT,Data Scientist,13400,USD,13400,UA,100,UA,L
+154,2021,SE,FT,Data Science Manager,144000,USD,144000,US,100,US,L
+155,2021,SE,FT,Data Science Engineer,159500,CAD,127221,CA,50,CA,L
+156,2021,MI,FT,Data Scientist,160000,SGD,119059,SG,100,IL,M
+157,2021,MI,FT,Applied Machine Learning Scientist,423000,USD,423000,US,50,US,L
+158,2021,SE,FT,Data Analytics Manager,120000,USD,120000,US,100,US,M
+159,2021,EN,FT,Machine Learning Engineer,125000,USD,125000,US,100,US,S
+160,2021,EX,FT,Head of Data,230000,USD,230000,RU,50,RU,L
+161,2021,EX,FT,Head of Data Science,85000,USD,85000,RU,0,RU,M
+162,2021,MI,FT,Data Engineer,24000,EUR,28369,MT,50,MT,L
+163,2021,EN,FT,Data Science Consultant,54000,EUR,63831,DE,50,DE,L
+164,2021,EX,FT,Director of Data Science,110000,EUR,130026,DE,50,DE,M
+165,2021,SE,FT,Data Specialist,165000,USD,165000,US,100,US,L
+166,2021,EN,FT,Data Engineer,80000,USD,80000,US,100,US,L
+167,2021,EX,FT,Director of Data Science,250000,USD,250000,US,0,US,L
+168,2021,EN,FT,BI Data Analyst,55000,USD,55000,US,50,US,S
+169,2021,MI,FT,Data Architect,150000,USD,150000,US,100,US,L
+170,2021,MI,FT,Data Architect,170000,USD,170000,US,100,US,L
+171,2021,MI,FT,Data Engineer,60000,GBP,82528,GB,100,GB,L
+172,2021,EN,FT,Data Analyst,60000,USD,60000,US,100,US,S
+173,2021,SE,FT,Principal Data Scientist,235000,USD,235000,US,100,US,L
+174,2021,SE,FT,Research Scientist,51400,EUR,60757,PT,50,PT,L
+175,2021,SE,FT,Data Engineering Manager,174000,USD,174000,US,100,US,L
+176,2021,MI,FT,Data Scientist,58000,MXN,2859,MX,0,MX,S
+177,2021,MI,FT,Data Scientist,30400000,CLP,40038,CL,100,CL,L
+178,2021,EN,FT,Machine Learning Engineer,81000,USD,81000,US,50,US,S
+179,2021,MI,FT,Data Scientist,420000,INR,5679,IN,100,US,S
+180,2021,MI,FT,Big Data Engineer,1672000,INR,22611,IN,0,IN,L
+181,2021,MI,FT,Data Scientist,76760,EUR,90734,DE,50,DE,L
+182,2021,MI,FT,Data Engineer,22000,EUR,26005,RO,0,US,L
+183,2021,SE,FT,Finance Data Analyst,45000,GBP,61896,GB,50,GB,L
+184,2021,MI,FL,Machine Learning Scientist,12000,USD,12000,PK,50,PK,M
+185,2021,MI,FT,Data Engineer,4000,USD,4000,IR,100,IR,M
+186,2021,SE,FT,Data Analytics Engineer,50000,USD,50000,VN,100,GB,M
+187,2021,EX,FT,Data Science Consultant,59000,EUR,69741,FR,100,ES,S
+188,2021,SE,FT,Data Engineer,65000,EUR,76833,RO,50,GB,S
+189,2021,MI,FT,Machine Learning Engineer,74000,USD,74000,JP,50,JP,S
+190,2021,SE,FT,Data Science Manager,152000,USD,152000,US,100,FR,L
+191,2021,EN,FT,Machine Learning Engineer,21844,USD,21844,CO,50,CO,M
+192,2021,MI,FT,Big Data Engineer,18000,USD,18000,MD,0,MD,S
+193,2021,SE,FT,Data Science Manager,174000,USD,174000,US,100,US,L
+194,2021,SE,FT,Research Scientist,120500,CAD,96113,CA,50,CA,L
+195,2021,MI,FT,Data Scientist,147000,USD,147000,US,50,US,L
+196,2021,EN,FT,BI Data Analyst,9272,USD,9272,KE,100,KE,S
+197,2021,SE,FT,Machine Learning Engineer,1799997,INR,24342,IN,100,IN,L
+198,2021,SE,FT,Data Science Manager,4000000,INR,54094,IN,50,US,L
+199,2021,EN,FT,Data Science Consultant,90000,USD,90000,US,100,US,S
+200,2021,MI,FT,Data Scientist,52000,EUR,61467,DE,50,AT,M
+201,2021,SE,FT,Machine Learning Infrastructure Engineer,195000,USD,195000,US,100,US,M
+202,2021,MI,FT,Data Scientist,32000,EUR,37825,ES,100,ES,L
+203,2021,SE,FT,Research Scientist,50000,USD,50000,FR,100,US,S
+204,2021,MI,FT,Data Scientist,160000,USD,160000,US,100,US,L
+205,2021,MI,FT,Data Scientist,69600,BRL,12901,BR,0,BR,S
+206,2021,SE,FT,Machine Learning Engineer,200000,USD,200000,US,100,US,L
+207,2021,SE,FT,Data Engineer,165000,USD,165000,US,0,US,M
+208,2021,MI,FL,Data Engineer,20000,USD,20000,IT,0,US,L
+209,2021,SE,FT,Data Analytics Manager,120000,USD,120000,US,0,US,L
+210,2021,MI,FT,Machine Learning Engineer,21000,EUR,24823,SI,50,SI,L
+211,2021,MI,FT,Research Scientist,48000,EUR,56738,FR,50,FR,S
+212,2021,MI,FT,Data Engineer,48000,GBP,66022,HK,50,GB,S
+213,2021,EN,FT,Big Data Engineer,435000,INR,5882,IN,0,CH,L
+214,2021,EN,FT,Machine Learning Engineer,21000,EUR,24823,DE,50,DE,M
+215,2021,SE,FT,Principal Data Engineer,185000,USD,185000,US,100,US,L
+216,2021,EN,PT,Computer Vision Engineer,180000,DKK,28609,DK,50,DK,S
+217,2021,MI,FT,Data Scientist,76760,EUR,90734,DE,50,DE,L
+218,2021,MI,FT,Machine Learning Engineer,75000,EUR,88654,BE,100,BE,M
+219,2021,SE,FT,Data Analytics Manager,140000,USD,140000,US,100,US,L
+220,2021,MI,FT,Machine Learning Engineer,180000,PLN,46597,PL,100,PL,L
+221,2021,MI,FT,Data Scientist,85000,GBP,116914,GB,50,GB,L
+222,2021,MI,FT,Data Scientist,2500000,INR,33808,IN,0,IN,M
+223,2021,MI,FT,Data Scientist,40900,GBP,56256,GB,50,GB,L
+224,2021,SE,FT,Machine Learning Scientist,225000,USD,225000,US,100,CA,L
+225,2021,EX,CT,Principal Data Scientist,416000,USD,416000,US,100,US,S
+226,2021,SE,FT,Data Scientist,110000,CAD,87738,CA,100,CA,S
+227,2021,MI,FT,Data Scientist,75000,EUR,88654,DE,50,DE,L
+228,2021,SE,FT,Data Scientist,135000,USD,135000,US,0,US,L
+229,2021,SE,FT,Data Analyst,90000,CAD,71786,CA,100,CA,M
+230,2021,EN,FT,Big Data Engineer,1200000,INR,16228,IN,100,IN,L
+231,2021,SE,FT,ML Engineer,256000,USD,256000,US,100,US,S
+232,2021,SE,FT,Director of Data Engineering,200000,USD,200000,US,100,US,L
+233,2021,SE,FT,Data Analyst,200000,USD,200000,US,100,US,L
+234,2021,MI,FT,Data Architect,180000,USD,180000,US,100,US,L
+235,2021,MI,FT,Head of Data Science,110000,USD,110000,US,0,US,S
+236,2021,MI,FT,Research Scientist,80000,CAD,63810,CA,100,CA,M
+237,2021,MI,FT,Data Scientist,39600,EUR,46809,ES,100,ES,M
+238,2021,EN,FT,Data Scientist,4000,USD,4000,VN,0,VN,M
+239,2021,EN,FT,Data Engineer,1600000,INR,21637,IN,50,IN,M
+240,2021,SE,FT,Data Scientist,130000,CAD,103691,CA,100,CA,L
+241,2021,MI,FT,Data Analyst,80000,USD,80000,US,100,US,L
+242,2021,MI,FT,Data Engineer,110000,USD,110000,US,100,US,L
+243,2021,SE,FT,Data Scientist,165000,USD,165000,US,100,US,L
+244,2021,EN,FT,AI Scientist,1335000,INR,18053,IN,100,AS,S
+245,2021,MI,FT,Data Engineer,52500,GBP,72212,GB,50,GB,L
+246,2021,EN,FT,Data Scientist,31000,EUR,36643,FR,50,FR,L
+247,2021,MI,FT,Data Engineer,108000,TRY,12103,TR,0,TR,M
+248,2021,SE,FT,Data Engineer,70000,GBP,96282,GB,50,GB,L
+249,2021,SE,FT,Principal Data Analyst,170000,USD,170000,US,100,US,M
+250,2021,MI,FT,Data Scientist,115000,USD,115000,US,50,US,L
+251,2021,EN,FT,Data Scientist,90000,USD,90000,US,100,US,S
+252,2021,EX,FT,Principal Data Engineer,600000,USD,600000,US,100,US,L
+253,2021,EN,FT,Data Scientist,2100000,INR,28399,IN,100,IN,M
+254,2021,MI,FT,Data Analyst,93000,USD,93000,US,100,US,L
+255,2021,SE,FT,Big Data Architect,125000,CAD,99703,CA,50,CA,M
+256,2021,MI,FT,Data Engineer,200000,USD,200000,US,100,US,L
+257,2021,SE,FT,Principal Data Scientist,147000,EUR,173762,DE,100,DE,M
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+259,2021,EX,FT,Director of Data Science,120000,EUR,141846,DE,0,DE,L
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+262,2021,MI,FT,Data Scientist,1250000,INR,16904,IN,100,IN,S
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+264,2021,MI,FT,Data Scientist,21600,EUR,25532,RS,100,DE,S
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+267,2021,MI,FT,Data Engineer,111775,USD,111775,US,0,US,M
+268,2021,MI,FT,Data Engineer,250000,TRY,28016,TR,100,TR,M
+269,2021,EN,FT,Data Engineer,55000,EUR,65013,DE,50,DE,M
+270,2021,EN,FT,Data Engineer,72500,USD,72500,US,100,US,L
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+274,2021,SE,FT,Data Scientist,65720,EUR,77684,FR,50,FR,M
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+276,2021,EN,FT,Data Scientist,58000,USD,58000,US,50,US,L
+277,2021,SE,FT,AI Scientist,55000,USD,55000,ES,100,ES,L
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+500,2022,SE,FT,Machine Learning Engineer,57000,EUR,62651,NL,100,NL,L
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dacode/source/dm-csv-001/README.md

@@ -0,0 +1,55 @@
+## About Dataset
+
+**Mixed Martial Arts (MMA) is a popular combat sport, and the Ultimate Fighting Championship (UFC) is the premier organization in the MMA world.**
+
+This dataset provides detailed statistics of UFC fighters, including information on their wins, losses, draws, physical attributes, fighting style, and career achievements.
+
+**Interesting Task Ideas:**
+
+* Analyze the relationship between fighters' physical attributes (height, weight, reach) and their fighting performance.
+* Determine which stances are more effective and analyze the impact of striking accuracy on fight outcomes.
+* Compare the takedown defense of different fighters and identify trends in takedown accuracy.
+* Analyze striking accuracy and defense to identify fighters with the best stand-up game.
+* Investigate the correlation between takedown accuracy and the ability to defend against takedowns.
+* Identify fighters with high submission attempt rates and explore their success in executing submissions.
+* Train models to predict fight outcomes based on fighter statistics.
+
+**Features description:**
+
+ **name** : The name of the UFC fighter.
+
+ **nickname** : The nickname of the UFC fighter, if applicable.
+
+ **wins** : The number of wins the fighter has in their career.
+
+ **losses** : The number of losses the fighter has in their career.
+
+ **draws** : The number of draws the fighter has in their career.
+
+ **height_cm** : The height of the fighter in centimeters.
+
+ **weight_in_kg** : The weight of the fighter in kilograms.
+
+ **reach_in__cm** : The reach of the fighter in centimeters.
+
+ **stance** : The fighting stance of the fighter (Orthodox/Southpaw/Switch).
+
+ **date_of_birth** : The date of birth of the fighter.
+
+ **significant_strikes_landed_per_minute** : The average number of significant strikes landed by the fighter per minute.
+
+ **significant_striking_accuracy** : The percentage of significant strikes that land successfully for the fighter.
+
+ **significant_strikes_absorbed_per_minute** : The average number of significant strikes absorbed by the fighter per minute.
+
+ **significant_strike_defence** : The percentage of opponent's significant strikes that the fighter successfully defends.
+
+ **average_takedowns_landed_per_15_minutes** : The average number of takedowns landed by the fighter per 15 minutes.
+
+ **takedown_accuracy** : The percentage of takedown attempts that are successful for the fighter.
+
+ **takedown_defense** : The percentage of opponent's takedown attempts that the fighter successfully defends.
+
+ **average_submissions_attempted_per_15_minutes** : The average number of submission attempts made by the fighter per 15 minutes.
+
+If you find this dataset valuable, don't forget to hit the upvote button!

dacode/source/dm-csv-001/weight_class.md

@@ -0,0 +1,42 @@
+### UFC Weight Classifications Explained
+
+In the world of Mixed Martial Arts (MMA), particularly within the Ultimate Fighting Championship (UFC), fighters are classified into various weight divisions. This classification ensures fairness and competitiveness, as it matches opponents of similar body mass and strength. Here’s a detailed breakdown of the UFC weight classes based on the fighters' weight in kilograms (kg):
+
+#### Weight Class Standards:
+
+1. **Unknown Weight Class**
+   - Condition: Fighter's weight is not available (`NaN` in data).
+   - This category is used for record-keeping in databases when a fighter’s weight is not provided.
+
+2. **Flyweight**
+   - Up to 57.0 kg
+   - Fighters who weigh 57.0 kg or less fall into the flyweight category, typically showcasing speed and agility.
+
+3. **Bantamweight**
+   - 57.1 kg to 61.2 kg
+   - This weight class captures fighters slightly heavier than flyweights, offering a mix of agility and more power.
+
+4. **Featherweight**
+   - 61.3 kg to 65.8 kg
+   - Featherweight fighters often display a balance of quickness and endurance, with a slight increase in knockout power.
+
+5. **Lightweight**
+   - 65.9 kg to 70.0 kg
+   - Known for its competitive nature, the lightweight division features fighters with good speed, endurance, and stronger knockout capabilities.
+
+6. **Welterweight**
+   - 70.1 kg to 77.1 kg
+   - Welterweights are recognized for their powerful physiques and well-rounded skill sets in striking and grappling.
+
+7. **Middleweight**
+   - 77.2 kg to 83.9 kg
+   - This class includes fighters who possess significant strength and endurance, often leading to more dramatic knockouts.
+
+8. **Light Heavyweight**
+   - 84.0 kg to 93.0 kg
+   - Light heavyweights combine the agility of lighter fighters with the power of heavyweights, making this a very dynamic division.
+
+9. **Heavyweight**
+   - Above 93.0 kg
+   - The heavyweight division features the largest and often most powerful fighters in the UFC, with a focus on strength and knockout power.
+

dacode/source/dm-csv-007/sample_result.csv

@@ -0,0 +1 @@
+Movie

dacode/source/dm-csv-007/wrFormula.tex

@@ -0,0 +1,18 @@
+\begin{document}
+
+Please Considering ONLY those movies whose number of votes falls within the top 15% !!!
+
+Weighted Rating (wr) Formula : IMDB's weighted rating (wr) is calculated using the formula :
+\begin{equation}
+Weighted Rating(WR) = \left(\frac{v}{v+m}\cdot R \right) + \left(\frac{m}{v+m} \cdot C \right)
+\end{equation}
+where,
+\begin{enumrate}
+\item $v$ : Number of votes for the movie
+\item $m$ : Minimum votes required to be listed in the chart, set to the 85th percentile.
+\item $R$ : Average rating of the movie
+\item $C$ : Mean vote across the dataset
+\end{enumrate}
+We'll use this formula to calculate a score for each movie, which will help us in recommending movies to users.
+Now, let's proceed with the implementation of demographic filtering.
+\end{document}

dacode/source/dm-csv-009/Genre_df.csv

@@ -0,0 +1,36 @@
+Title,Number of Sub-genres,URL
+Action & Adventure,0,https://www.amazon.in/gp/bestsellers/books/1318158031
+"Arts, Film & Photography",11,https://www.amazon.in/gp/bestsellers/books/1318052031
+"Biographies, Diaries & True Accounts",3,https://www.amazon.in/gp/bestsellers/books/1318064031
+Business & Economics,4,https://www.amazon.in/gp/bestsellers/books/1318068031
+Children's Books,34,https://www.amazon.in/gp/bestsellers/books/64619755031
+Comics & Mangas,2,https://www.amazon.in/gp/bestsellers/books/1318104031
+"Computing, Internet & Digital Media",11,https://www.amazon.in/gp/bestsellers/books/1318105031
+"Crafts, Home & Lifestyle",9,https://www.amazon.in/gp/bestsellers/books/1318118031
+"Crime, Thriller & Mystery",3,https://www.amazon.in/gp/bestsellers/books/1318161031
+Engineering,18,https://www.amazon.in/gp/bestsellers/books/22960344031
+Exam Preparation,15,https://www.amazon.in/gp/bestsellers/books/4149751031
+"Fantasy, Horror & Science Fiction",3,https://www.amazon.in/gp/bestsellers/books/1402038031
+"Health, Family & Personal Development",4,https://www.amazon.in/gp/bestsellers/books/1318128031
+"Health, Fitness & Nutrition",1,https://www.amazon.in/gp/bestsellers/books/23033693031
+Higher Education Textbooks,10,https://www.amazon.in/gp/bestsellers/books/4149418031
+Historical Fiction,0,https://www.amazon.in/gp/bestsellers/books/1318164031
+History,6,https://www.amazon.in/gp/bestsellers/books/4149493031
+Humour,0,https://www.amazon.in/gp/bestsellers/books/1318143031
+"Language, Linguistics & Writing",7,https://www.amazon.in/gp/bestsellers/books/1318144031
+Law,6,https://www.amazon.in/gp/bestsellers/books/4149542031
+Literature & Fiction,19,https://www.amazon.in/gp/bestsellers/books/1318157031
+Maps & Atlases,0,https://www.amazon.in/gp/bestsellers/books/1318298031
+Medicine & Health Sciences,10,https://www.amazon.in/gp/bestsellers/books/4149549031
+Politics,7,https://www.amazon.in/gp/bestsellers/books/1318176031
+Reference,5,https://www.amazon.in/gp/bestsellers/books/1318185031
+Religion,12,https://www.amazon.in/gp/bestsellers/books/1318188031
+Romance,29,https://www.amazon.in/gp/bestsellers/books/1318168031
+School Books,8,https://www.amazon.in/gp/bestsellers/books/4149807031
+Science & Mathematics,9,https://www.amazon.in/gp/bestsellers/books/4149708031
+"Sciences, Technology & Medicine",13,https://www.amazon.in/gp/bestsellers/books/1318203031
+Society & Social Sciences,7,https://www.amazon.in/gp/bestsellers/books/1318216031
+Sports,37,https://www.amazon.in/gp/bestsellers/books/1318224031
+Teen & Young Adult,18,https://www.amazon.in/gp/bestsellers/books/64619754031
+Textbooks & Study Guides,2,https://www.amazon.in/gp/bestsellers/books/15417300031
+Travel,6,https://www.amazon.in/gp/bestsellers/books/1318295031

dacode/source/dm-csv-009/README.md

@@ -0,0 +1,36 @@
+## About Dataset
+
+This project is all about taking a closer look at the books available on Amazon. We've collected information on different types of genres, sub-genres, and individual books like their titles, authors, prices, and ratings. By digging into this data, we hope to learn interesting things about what kinds of books are popular, how they're priced, and what people like to read. This can help us understand more about the world of books and what makes them tick on Amazon.
+
+### Dataset 1: Genre
+
+- **Title**: This column contains the main genres of books available on Amazon.
+- **Number of Sub-genres**: Indicates the count of sub-genres associated with each main genre.
+- **URL**: Provides the link to the page on Amazon where books of this genre are listed.
+
+### Dataset 2: SubGenre
+
+- **Title**: Lists the specific sub-genres within each main genre.
+- **Main Genre**: Indicates the overarching genre to which each sub-genre belongs.
+- **No. of Books**: Shows the count of books categorized under each sub-genre.
+- **URL**: Provides the link to the page on Amazon where books of this sub-genre are listed.
+
+### Dataset 3: Books_df
+
+- **Title**: The title of the book.
+- **Author**: Name of the author or publication house.
+- **Main Genre**: The main genre the book belongs to.
+- **Sub Genre**: The specific sub-genre of the book.
+- **Type**: Indicates the format of the book, such as paperback, Kindle, audiobook, or hardcover.
+- **Price**: The price of the book.
+- **Rating**: The average rating of the book given by users.
+- **No. of People Rated**: Indicates the count of users who have rated the book.
+- **URLs**: Provides the link to the book's page on Amazon for further details and purchase options.
+
+### Defination
+
+**Best-Rated Authors**: These are authors who have received the highest average ratings. Average ratings are calculated based on the feedback from readers or users who rate the authors' books. To qualify as a best-rated author, an individual will typically need to have a significant number of high ratings to ensure that the rating is reliable. 
+
+**Most Expensive Authors**: These authors are associated with the highest average prices for their books. The average price is determined by the cost of the authors' published works. Most expensive authors typically are those whose books are sold at a premium price, often reflecting factors such as the author's fame, the book's quality, genre, or collector's value. 
+
+**Most Rated Authors**: These are authors who have the highest total number of ratings across all their books. This is indicative of popularity and the extent of readership and engagement the author has garnered. A high number of ratings does not necessarily reflect the quality or price of the books but does show that a large number of readers have provided feedback.

dacode/source/dm-csv-009/Sub_Genre_df.csv

@@ -0,0 +1,330 @@
+Title,Main Genre,No. of Books,URLs
+Architecture,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318053031
+Cinema & Broadcast,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318054031
+Dance,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318055031
+Design & Fashion,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318056031
+Museums & Museology,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318058031
+Music,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318059031
+Painting,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318060031
+Photography,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318061031
+Sculpture,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318062031
+Theater & Ballet,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318063031
+Theory & Criticism,"Arts, Film & Photography",100.0,https://www.amazon.in/gp/bestsellers/books/1318057031
+Biographies & Autobiographies,"Biographies, Diaries & True Accounts",100.0,https://www.amazon.in/gp/bestsellers/books/1318065031
+Diaries & Journals,"Biographies, Diaries & True Accounts",100.0,https://www.amazon.in/gp/bestsellers/books/1318066031
+True Accounts,"Biographies, Diaries & True Accounts",100.0,https://www.amazon.in/gp/bestsellers/books/1318067031
+Analysis & Strategy,Business & Economics,100.0,https://www.amazon.in/gp/bestsellers/books/1318070031
+Business Development & Entrepreneurship,Business & Economics,100.0,https://www.amazon.in/gp/bestsellers/books/26160407031
+Economics,Business & Economics,100.0,https://www.amazon.in/gp/bestsellers/books/1318069031
+Industries,Business & Economics,100.0,https://www.amazon.in/gp/bestsellers/books/1318071031
+Action & Adventure,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318084031
+Animals & Pets,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803455031
+Arts & Photography,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803456031
+Biographies,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803461031
+"Cars, Trains & Things That Go",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803460031
+Comics & Graphic Novels,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318074031
+Computers & Technology,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803464031
+"Crafts, Hobbies & Practical Interests",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318075031
+Crime & Thriller,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318086031
+Early Learning,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318076031
+Education & Reference,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803454031
+"Fairy Tales, Folk Tales & Myths",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803462031
+"Family, Personal & Social Issues",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318077031
+Fantasy,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803457031
+"Fantasy, Science Fiction & Horror",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1402037031
+"Games, Toys & Activities",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318078031
+Geography & Cultures,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803459031
+Growing Up & Facts of Life,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803458031
+Historical Fiction,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318088031
+History,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318079031
+Holidays & Celebrations,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/67803463031
+Humour,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318080031
+Interactive & Activity Books,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318081031
+Language Learning,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318082031
+Literature & Fiction,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318083031
+Money & Jobs,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318096031
+Mysteries & Curiosities,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318097031
+Painting,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318098031
+Picture Books,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318099031
+Reference,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318100031
+Religion,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318101031
+"Science, Nature & Technology",Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318102031
+Sport,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318103031
+Traditional Stories,Children's Books,100.0,https://www.amazon.in/gp/bestsellers/books/1318092031
+Comics,Comics & Mangas,100.0,https://www.amazon.in/gp/bestsellers/books/15705395031
+Mangas,Comics & Mangas,100.0,https://www.amazon.in/gp/bestsellers/books/15705396031
+Computer Science,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318108031
+Computer Security,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318109031
+Databases & Big Data,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318110031
+Games & Strategy Guides,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318107031
+Graphics & Design,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318111031
+Hardware & DIY,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318112031
+Internet & Social Media,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318113031
+Network Administration,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318114031
+Operating Systems,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318115031
+Programming & Software Development,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318116031
+Software,"Computing, Internet & Digital Media",100.0,https://www.amazon.in/gp/bestsellers/books/1318117031
+Antiques & Collectables,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318119031
+Crafts & Hobbies,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/27906332031
+"Food, Drink & Entertaining","Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318120031
+Games & Quizzes,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318121031
+Gardening & Landscape Design,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318122031
+"Handicrafts, Decorative Arts & Crafts","Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318123031
+Home & House Maintenance,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318124031
+Lifestyle & Personal Style Guides,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318125031
+Pets & Animal Care,"Crafts, Home & Lifestyle",100.0,https://www.amazon.in/gp/bestsellers/books/1318127031
+Crime,"Crime, Thriller & Mystery",100.0,https://www.amazon.in/gp/bestsellers/books/22960214031
+Mystery,"Crime, Thriller & Mystery",100.0,https://www.amazon.in/gp/bestsellers/books/22960215031
+Thrillers and Suspense,"Crime, Thriller & Mystery",100.0,https://www.amazon.in/gp/bestsellers/books/22960213031
+Aeronautical Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149471031
+Aerospace Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365340031
+Automobile Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365641031
+Bioengineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365341031
+Biotechnology,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149479031
+Chemical Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149472031
+Civil Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149473031
+Electrical & Electronic Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149474031
+Environmental Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149475031
+Industrial Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149476031
+Marine Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365346031
+Mechanical Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149477031
+Mechatronics Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365642031
+Metallurgical & Materials Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365344031
+Mining,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365345031
+Non-Core Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/15613804031
+Nuclear Engineering,Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/4149478031
+"Production, Operation & Management",Engineering,100.0,https://www.amazon.in/gp/bestsellers/books/12365347031
+"Arts, Design and Education Exams",Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/22934500031
+Banking & Insurance,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149752031
+Defence,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149787031
+Engineering Entrance,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149758031
+Exams by UPSC,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149785031
+Finance & Accounting,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149796031
+Government Exams,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149790031
+IGNOU Entrance Exam,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149806031
+International Entrance Exams,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149769031
+Interview Preparation,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149793031
+Law Entrance Exams,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149778031
+Management Entrance,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149775031
+Medical Entrance,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149762031
+Polytechnics & ITI,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149780031
+Professional Certification Exams,Exam Preparation,100.0,https://www.amazon.in/gp/bestsellers/books/4149802031
+Fantasy,"Fantasy, Horror & Science Fiction",100.0,https://www.amazon.in/gp/bestsellers/books/1318163031
+Horror,"Fantasy, Horror & Science Fiction",100.0,https://www.amazon.in/gp/bestsellers/books/1318165031
+Science Fiction,"Fantasy, Horror & Science Fiction",100.0,https://www.amazon.in/gp/bestsellers/books/1318169031
+Family & Relationships,"Health, Family & Personal Development",100.0,https://www.amazon.in/gp/bestsellers/books/1318129031
+Healthy Living & Wellness,"Health, Family & Personal Development",100.0,https://www.amazon.in/gp/bestsellers/books/1318130031
+Personal Transformation,"Health, Family & Personal Development",100.0,https://www.amazon.in/gp/bestsellers/books/1318132031
+Self-Help,"Health, Family & Personal Development",100.0,https://www.amazon.in/gp/bestsellers/books/23033695031
+Addiction & Recovery,"Health, Fitness & Nutrition",100.0,https://www.amazon.in/gp/bestsellers/books/23033694031
+Business & Finance,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149419031
+Communication & Journalism,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149446031
+Computer Science,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149451031
+Engineering Textbooks,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149470031
+Humanities,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149480031
+Law,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149542031
+Medicine & Health Sciences,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149549031
+Science & Mathematics,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149708031
+Social Sciences,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149727031
+Teaching & Education,Higher Education Textbooks,100.0,https://www.amazon.in/gp/bestsellers/books/4149461031
+Ancient,History,100.0,https://www.amazon.in/gp/bestsellers/books/4149495031
+Biographies & Autobiographies,History,100.0,https://www.amazon.in/gp/bestsellers/books/1318065031
+Indian History,History,100.0,https://www.amazon.in/gp/bestsellers/books/4149502031
+Military,History,100.0,https://www.amazon.in/gp/bestsellers/books/4149500031
+Region & Countries,History,100.0,https://www.amazon.in/gp/bestsellers/books/16275166031
+World,History,100.0,https://www.amazon.in/gp/bestsellers/books/15723302031
+Dictionaries,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318145031
+Grammar,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318146031
+Journalism,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318147031
+Language Learning & Teaching,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318148031
+Linguistics,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318149031
+Public Speaking,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/15412182031
+Writing Guides,"Language, Linguistics & Writing",100.0,https://www.amazon.in/gp/bestsellers/books/1318151031
+Bar Exams,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149547031
+Business Law,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149543031
+Constitutional Law,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149544031
+Criminal Law,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149545031
+Legal Reference,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149546031
+Tax Law,Law,100.0,https://www.amazon.in/gp/bestsellers/books/4149548031
+Action & Adventure,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318158031
+Anthologies,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318171031
+Classic Fiction,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318159031
+Contemporary Fiction,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318160031
+"Crime, Thriller & Mystery",Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318161031
+Disability Fiction,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/30465605031
+Essays,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318172031
+"Fantasy, Horror & Science Fiction",Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1402038031
+Historical Fiction,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318164031
+Humour,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318143031
+Indian Writing,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1890195031
+"Literary Theory, History & Criticism",Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318173031
+"Myths, Legends & Sagas",Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318166031
+Plays,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318174031
+Poetry,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318175031
+Religious & Spiritual Fiction,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318167031
+Romance,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318168031
+Short Stories,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318170031
+Travel Writing,Literature & Fiction,100.0,https://www.amazon.in/gp/bestsellers/books/1318299031
+Administration & Policy,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149550031
+Allied Health Services,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149561031
+Alternative Medicine,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149574031
+Dentistry,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149581031
+Medicine,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149588031
+Nursing,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149670031
+Reference,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149694031
+Research,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149699031
+Test Preparation & Review,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149702031
+Veterinary Medicine,Medicine & Health Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149703031
+Freedom & Security,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318177031
+International Relations & Globalization,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318179031
+Political Ideologies,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318180031
+Political Parties,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318181031
+Political Structure & Processes,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318183031
+Political Theory,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318182031
+Public Administration,Politics,100.0,https://www.amazon.in/gp/bestsellers/books/1318184031
+Dictionaries & Thesauruses,Reference,100.0,https://www.amazon.in/gp/bestsellers/books/15412161031
+Encyclopaedias & Reference Works,Reference,100.0,https://www.amazon.in/gp/bestsellers/books/1318186031
+Etiquette,Reference,100.0,https://www.amazon.in/gp/bestsellers/books/15412177031
+Library & Information Science,Reference,100.0,https://www.amazon.in/gp/bestsellers/books/1318187031
+"Words, Language & Grammar",Reference,100.0,https://www.amazon.in/gp/bestsellers/books/15412178031
+Baha'i,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318189031
+Buddhism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318190031
+Christianity,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318191031
+Ethnical,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318192031
+Hinduism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318194031
+Islam,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318196031
+Jainism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318197031
+Judaism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318198031
+New Age & Spirituality,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/10533825031
+Religious Studies,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/10533823031
+Shintoism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318199031
+Sikhism,Religion,100.0,https://www.amazon.in/gp/bestsellers/books/1318200031
+Action & Adventure,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/86208349031
+Adaptations,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041941031
+Alpha Male,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041942031
+Amish,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265413031
+Billionaires & Millionaires,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041940031
+Clean & Wholesome,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265408031
+Collections & Anthologies,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/2590356031
+Contemporary,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/2590357031
+Enemies to Lovers,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041935031
+Fantasy,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/2590358031
+Gothic,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265403031
+Historical,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/2590359031
+Holidays,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265411031
+Later in Life,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265414031
+Love Triangle,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041943031
+Mafia Romance,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041939031
+Multicultural & Interracial,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265409031
+New Adult & College,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041934031
+Paranormal,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265410031
+Polyamory,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041936031
+Romance in Uniform,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265405031
+Romantic Comedy,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/86208348031
+Romantic Suspense,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/2590360031
+Science Fiction,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265412031
+Small Town Romance,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041937031
+Sports,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265407031
+Time Travel,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265406031
+Western & Frontier,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/89265404031
+Workplace Romance,Romance,100.0,https://www.amazon.in/gp/bestsellers/books/92041938031
+CBSE,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/4149808031
+CISCE,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/4149814031
+International School Boards,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/10998107031
+Olympiads & Scholarship Exams,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/4149834031
+Open Schooling,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/4149820031
+School Atlases,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/23037213031
+School Bundles,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/15886441031
+State Education Boards,School Books,100.0,https://www.amazon.in/gp/bestsellers/books/4149822031
+Agriculture,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149709031
+Astronomy & Astrophysics,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149710031
+Biology & Life Sciences,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149711031
+Chemistry,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149717031
+Earth Sciences,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149718031
+Environmental Studies,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149719031
+Mathematics,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149720031
+Mechanics,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149725031
+Physics,Science & Mathematics,100.0,https://www.amazon.in/gp/bestsellers/books/4149726031
+Agriculture & Farming,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318204031
+Astronomy,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318205031
+Biology & Life Sciences,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318206031
+Chemistry,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318207031
+Earth Sciences,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318208031
+Engineering & Technology,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318209031
+Environment,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318210031
+Environmentalism,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/67803453031
+Geography,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318211031
+Mathematics,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/4149720031
+Medicine,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/4149588031
+Physics,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/4149726031
+Transportation & Automotive,"Sciences, Technology & Medicine",100.0,https://www.amazon.in/gp/bestsellers/books/1318215031
+Anthropology,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/1318217031
+Education,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/1318218031
+Ethnography,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/26437177031
+Religious Groups Studies,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/26437178031
+Social Welfare & Social Services,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/1318221031
+Society & Culture,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/1318222031
+Sociology,Society & Social Sciences,100.0,https://www.amazon.in/gp/bestsellers/books/4149750031
+Active Outdoor Pursuits,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318225031
+Air Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318232031
+American Football,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318233031
+Athletics & Gymnastics,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318259031
+Badminton,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318234031
+Baseball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318235031
+Basketball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318236031
+Bodybuilding & Weightlifting,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318237031
+"Bowls, Bowling & Petanque",Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318238031
+Cheerleading,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318239031
+Combat Sports & Self-Defence,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318240031
+Cricket,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318245031
+Cycling,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318246031
+Equestrian & Animal Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318247031
+Field Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318253031
+Golf,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318258031
+Hockey,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318260031
+Hurling,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318261031
+Juggling,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318262031
+Lacrosse,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318263031
+Marathon & Running,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318264031
+Motor Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318265031
+Netball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318269031
+"Pool, Billiards & Snooker",Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318270031
+Rugby,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318271031
+Skateboarding,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318272031
+Soccer,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318273031
+Softball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318274031
+Sporting Events & Organisations,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318275031
+Squash & Racquetball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318276031
+Table Tennis,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318277031
+Tennis,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318278031
+Training & Coaching,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318279031
+Triathlon,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318280031
+Volleyball,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318281031
+Water Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318282031
+Winter Sports,Sports,100.0,https://www.amazon.in/gp/bestsellers/books/1318289031
+Arts & Photography,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803448031
+Biographies,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803441031
+Comics & Graphic Novels,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803446031
+Computers,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803439031
+Education & Reference,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803444031
+History,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803450031
+Hobbies & Games,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803442031
+Literature & Fiction,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803436031
+Mysteries & Thrillers,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803443031
+Personal Health,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803451031
+Religion & Spirituality,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803452031
+Romance,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803438031
+Science & Technology,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803445031
+Science Fiction & Fantasy,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803449031
+Social & Family Issues,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803447031
+Social Sciences,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803435031
+Sports & Outdoors,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803440031
+Travel,Teen & Young Adult,100.0,https://www.amazon.in/gp/bestsellers/books/67803437031
+Reference,Textbooks & Study Guides,100.0,https://www.amazon.in/gp/bestsellers/books/1318185031
+Study Guides & Workbooks,Textbooks & Study Guides,100.0,https://www.amazon.in/gp/bestsellers/books/15417301031
+"Food, Lodging & Transportation",Travel,100.0,https://www.amazon.in/gp/bestsellers/books/14545908031
+Illustrated Books,Travel,100.0,https://www.amazon.in/gp/bestsellers/books/1318296031
+Specialty Travel,Travel,100.0,https://www.amazon.in/gp/bestsellers/books/14545920031
+Transport,Travel,100.0,https://www.amazon.in/gp/bestsellers/books/22960212031
+Travel & Holiday Guides,Travel,100.0,https://www.amazon.in/gp/bestsellers/books/1318297031
+Travel Writing,Travel,100.0,https://www.amazon.in/gp/bestsellers/books/1318299031

dacode/source/dm-csv-009/guidance.txt

@@ -0,0 +1,7 @@
+The previous code calculates the three categories of best authors through the following steps:
+Group the data by author and calculate each author's average rating, average price, total number of ratings, and average ratings per book.
+Set a threshold for the number of ratings (1000) to ensure only authors with a significant number of average ratings are considered, enhancing the reliability of the results.
+  
+- **Best Rated Authors**: Sort the filtered data by average rating and extract the top 10 authors with the highest ratings.
+- **Most Expensive Authors**: Sort by average price and extract the top 10 authors with the highest prices.
+- **Most Rated Authors**: Sort by total number of ratings and extract the top 10 authors with the most ratings.

dacode/source/dm-csv-009/sample_result.csv

@@ -0,0 +1,11 @@
+id,Best-Rated Author,Most Expensive Author,Most Rated Author
+0,,,
+1,,,
+2,,,
+3,,,
+4,,,
+5,,,
+6,,,
+7,,,
+8,,,
+9,,,

dacode/source/dm-csv-010/README.md

@@ -0,0 +1,10 @@
+## About Dataset
+
+This is the sample database from** **[sqlservertutorial.net](https://www.sqlservertutorial.net/sql-server-sample-database/). This is a great dataset for learning SQL and practicing querying relational databases
+
+[Terms of Use](https://www.sqlservertutorial.net/terms-of-use/)
+
+The sample database is copyrighted and cannot be used for commercial purposes. For example, it cannot be used for the following but is not limited to the purposes:
+
+* Selling
+* Including in paid courses

dacode/source/dm-csv-010/brands.csv

@@ -0,0 +1,10 @@
+brand_id,brand_name
+1,Electra
+2,Haro
+3,Heller
+4,Pure Cycles
+5,Ritchey
+6,Strider
+7,Sun Bicycles
+8,Surly
+9,Trek

dacode/source/dm-csv-010/categories.csv

@@ -0,0 +1,8 @@
+category_id,category_name
+1,Children Bicycles
+2,Comfort Bicycles
+3,Cruisers Bicycles
+4,Cyclocross Bicycles
+5,Electric Bikes
+6,Mountain Bikes
+7,Road Bikes

dacode/source/dm-csv-010/orders.csv

@@ -0,0 +1,1616 @@
+order_id,customer_id,order_status,order_date,required_date,shipped_date,store_id,staff_id
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+4,175,4,2016-01-03,2016-01-04,2016-01-05,1,3
+5,1324,4,2016-01-03,2016-01-06,2016-01-06,2,6
+6,94,4,2016-01-04,2016-01-07,2016-01-05,2,6
+7,324,4,2016-01-04,2016-01-07,2016-01-05,2,6
+8,1204,4,2016-01-04,2016-01-05,2016-01-05,2,7
+9,60,4,2016-01-05,2016-01-08,2016-01-08,1,2
+10,442,4,2016-01-05,2016-01-06,2016-01-06,2,6
+11,1326,4,2016-01-05,2016-01-08,2016-01-07,2,7
+12,91,4,2016-01-06,2016-01-08,2016-01-09,1,2
+13,873,4,2016-01-08,2016-01-11,2016-01-11,2,6
+14,258,4,2016-01-09,2016-01-11,2016-01-12,1,3
+15,450,4,2016-01-09,2016-01-10,2016-01-12,2,7
+16,552,4,2016-01-12,2016-01-15,2016-01-15,1,3
+17,1175,4,2016-01-12,2016-01-14,2016-01-14,1,3
+18,541,4,2016-01-14,2016-01-17,2016-01-15,1,3
+19,696,4,2016-01-14,2016-01-17,2016-01-16,1,2
+20,923,4,2016-01-14,2016-01-16,2016-01-17,1,2
+21,1250,4,2016-01-15,2016-01-16,2016-01-18,2,6
+22,1035,4,2016-01-16,2016-01-18,2016-01-17,1,2
+23,1149,4,2016-01-16,2016-01-19,2016-01-19,1,2
+24,636,4,2016-01-18,2016-01-20,2016-01-19,2,7
+25,657,4,2016-01-18,2016-01-21,2016-01-21,2,6
+26,1280,4,2016-01-18,2016-01-21,2016-01-19,2,7
+27,57,4,2016-01-19,2016-01-21,2016-01-20,2,7
+28,252,4,2016-01-19,2016-01-20,2016-01-21,2,6
+29,437,4,2016-01-20,2016-01-22,2016-01-21,2,6
+30,1348,4,2016-01-20,2016-01-21,2016-01-21,2,6
+31,1238,4,2016-01-20,2016-01-22,2016-01-22,3,8
+32,1259,4,2016-01-21,2016-01-24,2016-01-22,1,3
+33,236,4,2016-01-21,2016-01-22,2016-01-22,2,6
+34,80,4,2016-01-22,2016-01-25,2016-01-23,2,6
+35,813,4,2016-01-22,2016-01-25,2016-01-24,2,7
+36,1321,4,2016-01-23,2016-01-24,2016-01-24,2,6
+37,164,4,2016-01-25,2016-01-28,2016-01-26,2,6
+38,583,4,2016-01-25,2016-01-27,2016-01-26,2,7
+39,1296,4,2016-01-25,2016-01-26,2016-01-26,2,7
+40,348,4,2016-01-27,2016-01-28,2016-01-29,1,3
+41,979,4,2016-01-27,2016-01-30,2016-01-29,2,6
+42,1095,4,2016-01-27,2016-01-28,2016-01-30,2,7
+43,1434,4,2016-01-27,2016-01-28,2016-01-30,2,7
+44,861,4,2016-01-28,2016-01-31,2016-01-30,2,7
+45,1220,4,2016-01-28,2016-01-31,2016-01-31,2,7
+46,746,4,2016-01-29,2016-01-31,2016-01-31,2,7
+47,1234,4,2016-01-29,2016-01-30,2016-01-31,2,7
+48,1012,4,2016-01-30,2016-02-01,2016-02-02,2,7
+49,608,4,2016-01-31,2016-02-01,2016-02-02,2,6
+50,872,4,2016-01-31,2016-02-03,2016-02-02,3,8
+51,1047,4,2016-02-01,2016-02-02,2016-02-03,2,7
+52,767,4,2016-02-03,2016-02-04,2016-02-05,1,2
+53,965,4,2016-02-03,2016-02-04,2016-02-05,2,6
+54,535,4,2016-02-04,2016-02-07,2016-02-07,2,7
+55,1173,4,2016-02-04,2016-02-07,2016-02-06,2,6
+56,1241,4,2016-02-04,2016-02-06,2016-02-07,2,6
+57,1305,4,2016-02-04,2016-02-06,2016-02-06,2,7
+58,504,4,2016-02-05,2016-02-07,2016-02-07,2,6
+59,563,4,2016-02-05,2016-02-07,2016-02-06,2,7
+60,151,4,2016-02-06,2016-02-08,2016-02-07,1,3
+61,277,4,2016-02-06,2016-02-09,2016-02-09,2,7
+62,208,4,2016-02-07,2016-02-10,2016-02-10,1,2
+63,1075,4,2016-02-07,2016-02-09,2016-02-09,2,7
+64,1185,4,2016-02-07,2016-02-08,2016-02-09,2,6
+65,996,4,2016-02-08,2016-02-09,2016-02-11,2,6
+66,1253,4,2016-02-09,2016-02-12,2016-02-12,2,7
+67,526,4,2016-02-09,2016-02-11,2016-02-10,3,8
+68,381,4,2016-02-10,2016-02-11,2016-02-13,2,6
+69,1413,4,2016-02-10,2016-02-12,2016-02-11,2,7
+70,50,3,2016-02-11,2016-02-11,NULL,3,9
+71,797,4,2016-02-11,2016-02-14,2016-02-12,2,7
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+73,612,4,2016-02-12,2016-02-15,2016-02-14,2,7
+74,264,4,2016-02-13,2016-02-15,2016-02-15,2,7
+75,587,4,2016-02-14,2016-02-15,2016-02-17,2,6
+76,9,3,2016-02-16,2016-02-16,NULL,2,6
+77,385,4,2016-02-16,2016-02-19,2016-02-19,1,2
+78,1182,4,2016-02-16,2016-02-18,2016-02-19,2,7
+79,529,4,2016-02-17,2016-02-20,2016-02-20,1,3
+80,397,4,2016-02-17,2016-02-20,2016-02-19,2,6
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+83,393,4,2016-02-19,2016-02-20,2016-02-20,1,3
+84,317,4,2016-02-20,2016-02-22,2016-02-21,2,7
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+87,516,4,2016-02-21,2016-02-22,2016-02-23,2,6
+88,1069,4,2016-02-21,2016-02-22,2016-02-23,2,6
+89,668,4,2016-02-21,2016-02-24,2016-02-24,3,8
+90,414,4,2016-02-23,2016-02-25,2016-02-24,2,7
+91,648,4,2016-02-25,2016-02-27,2016-02-28,1,2
+92,1309,4,2016-02-25,2016-02-28,2016-02-28,2,7
+93,1328,4,2016-02-26,2016-02-28,2016-02-27,1,3
+94,929,4,2016-02-27,2016-02-28,2016-02-29,1,2
+95,218,4,2016-02-27,2016-02-29,2016-02-28,2,7
+96,1094,4,2016-02-27,2016-02-29,2016-02-28,2,7
+97,204,4,2016-02-28,2016-02-29,2016-03-01,2,7
+98,1194,4,2016-02-28,2016-02-29,2016-02-29,2,6
+99,1165,4,2016-02-29,2016-03-01,2016-03-03,3,9
+100,1237,4,2016-03-01,2016-03-04,2016-03-03,2,7
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+111,630,4,2016-03-07,2016-03-10,2016-03-10,2,6
+112,469,4,2016-03-08,2016-03-11,2016-03-10,2,6
+113,1078,4,2016-03-08,2016-03-11,2016-03-11,2,6
+114,1431,4,2016-03-08,2016-03-10,2016-03-11,2,7
+115,1369,4,2016-03-09,2016-03-11,2016-03-11,2,7
+116,471,4,2016-03-10,2016-03-11,2016-03-11,2,7
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+120,327,4,2016-03-14,2016-03-15,2016-03-17,2,7
+121,755,4,2016-03-14,2016-03-15,2016-03-16,2,6
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+128,86,4,2016-03-18,2016-03-20,2016-03-21,2,6
+129,84,4,2016-03-19,2016-03-21,2016-03-21,2,7
+130,1049,4,2016-03-19,2016-03-22,2016-03-20,2,6
+131,316,4,2016-03-19,2016-03-22,2016-03-20,3,8
+132,46,4,2016-03-20,2016-03-22,2016-03-23,1,3
+133,409,4,2016-03-20,2016-03-22,2016-03-21,2,7
+134,679,4,2016-03-20,2016-03-21,2016-03-21,2,7
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+137,370,4,2016-03-23,2016-03-26,2016-03-25,2,7
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+141,557,4,2016-03-25,2016-03-27,2016-03-26,2,7
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+146,288,4,2016-03-28,2016-03-30,2016-03-30,1,3
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+148,714,4,2016-03-28,2016-03-30,2016-03-30,2,6
+149,763,4,2016-03-28,2016-03-30,2016-03-29,2,6
+150,332,4,2016-03-29,2016-03-31,2016-04-01,1,2
+151,926,4,2016-03-29,2016-04-01,2016-03-31,1,2
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+156,357,4,2016-04-03,2016-04-06,2016-04-05,1,3
+157,43,4,2016-04-03,2016-04-06,2016-04-06,3,8
+158,117,3,2016-04-04,2016-04-04,NULL,3,9
+159,32,4,2016-04-04,2016-04-06,2016-04-06,1,2
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dacode/source/dm-csv-010/products.csv

@@ -0,0 +1,322 @@
+product_id,product_name,brand_id,category_id,model_year,list_price
+1,Trek 820 - 2016,9,6,2016,379.99
+2,Ritchey Timberwolf Frameset - 2016,5,6,2016,749.99
+3,Surly Wednesday Frameset - 2016,8,6,2016,999.99
+4,Trek Fuel EX 8 29 - 2016,9,6,2016,2899.99
+5,Heller Shagamaw Frame - 2016,3,6,2016,1320.99
+6,Surly Ice Cream Truck Frameset - 2016,8,6,2016,469.99
+7,Trek Slash 8 27.5 - 2016,9,6,2016,3999.99
+8,Trek Remedy 29 Carbon Frameset - 2016,9,6,2016,1799.99
+9,Trek Conduit+ - 2016,9,5,2016,2999.99
+10,Surly Straggler - 2016,8,4,2016,1549
+11,Surly Straggler 650b - 2016,8,4,2016,1680.99
+12,Electra Townie Original 21D - 2016,1,3,2016,549.99
+13,Electra Cruiser 1 (24-Inch) - 2016,1,3,2016,269.99
+14,Electra Girl's Hawaii 1 (16-inch) - 2015/2016,1,3,2016,269.99
+15,Electra Moto 1 - 2016,1,3,2016,529.99
+16,Electra Townie Original 7D EQ - 2016,1,3,2016,599.99
+17,Pure Cycles Vine 8-Speed - 2016,4,3,2016,429
+18,Pure Cycles Western 3-Speed - Women's - 2015/2016,4,3,2016,449
+19,Pure Cycles William 3-Speed - 2016,4,3,2016,449
+20,Electra Townie Original 7D EQ - Women's - 2016,1,3,2016,599.99
+21,Electra Cruiser 1 (24-Inch) - 2016,1,1,2016,269.99
+22,Electra Girl's Hawaii 1 (16-inch) - 2015/2016,1,1,2016,269.99
+23,Electra Girl's Hawaii 1 (20-inch) - 2015/2016,1,1,2016,299.99
+24,Electra Townie Original 21D - 2016,1,2,2016,549.99
+25,Electra Townie Original 7D - 2015/2016,1,2,2016,499.99
+26,Electra Townie Original 7D EQ - 2016,1,2,2016,599.99
+27,Surly Big Dummy Frameset - 2017,8,6,2017,999.99
+28,Surly Karate Monkey 27.5+ Frameset - 2017,8,6,2017,2499.99
+29,Trek X-Caliber 8 - 2017,9,6,2017,999.99
+30,Surly Ice Cream Truck Frameset - 2017,8,6,2017,999.99
+31,Surly Wednesday - 2017,8,6,2017,1632.99
+32,Trek Farley Alloy Frameset - 2017,9,6,2017,469.99
+33,Surly Wednesday Frameset - 2017,8,6,2017,469.99
+34,Trek Session DH 27.5 Carbon Frameset - 2017,9,6,2017,469.99
+35,Sun Bicycles Spider 3i - 2017,7,6,2017,832.99
+36,Surly Troll Frameset - 2017,8,6,2017,832.99
+37,Haro Flightline One ST - 2017,2,6,2017,379.99
+38,Haro Flightline Two 26 Plus - 2017,2,6,2017,549.99
+39,Trek Stache 5 - 2017,9,6,2017,1499.99
+40,Trek Fuel EX 9.8 29 - 2017,9,6,2017,4999.99
+41,Haro Shift R3 - 2017,2,6,2017,1469.99
+42,Trek Fuel EX 5 27.5 Plus - 2017,9,6,2017,2299.99
+43,Trek Fuel EX 9.8 27.5 Plus - 2017,9,6,2017,5299.99
+44,Haro SR 1.1 - 2017,2,6,2017,539.99
+45,Haro SR 1.2 - 2017,2,6,2017,869.99
+46,Haro SR 1.3 - 2017,2,6,2017,1409.99
+47,Trek Remedy 9.8 - 2017,9,6,2017,5299.99
+48,Trek Emonda S 4 - 2017,9,7,2017,1499.99
+49,Trek Domane SL 6 - 2017,9,7,2017,3499.99
+50,Trek Silque SLR 7 Women's - 2017,9,7,2017,5999.99
+51,Trek Silque SLR 8 Women's - 2017,9,7,2017,6499.99
+52,Surly Steamroller - 2017,8,7,2017,875.99
+53,Surly Ogre Frameset - 2017,8,7,2017,749.99
+54,Trek Domane SL Disc Frameset - 2017,9,7,2017,3199.99
+55,Trek Domane S 6 - 2017,9,7,2017,2699.99
+56,Trek Domane SLR 6 Disc - 2017,9,7,2017,5499.99
+57,Trek Emonda S 5 - 2017,9,7,2017,1999.99
+58,Trek Madone 9.2 - 2017,9,7,2017,4999.99
+59,Trek Domane S 5 Disc - 2017,9,7,2017,2599.99
+60,Sun Bicycles ElectroLite - 2017,7,5,2017,1559.99
+61,Trek Powerfly 8 FS Plus - 2017,9,5,2017,4999.99
+62,Trek Boone 7 - 2017,9,4,2017,3499.99
+63,Trek Boone Race Shop Limited - 2017,9,4,2017,3499.99
+64,Electra Townie Original 7D - 2017,1,3,2017,489.99
+65,Sun Bicycles Lil Bolt Type-R - 2017,7,3,2017,346.99
+66,Sun Bicycles Revolutions 24 - 2017,7,3,2017,250.99
+67,Sun Bicycles Revolutions 24 - Girl's - 2017,7,3,2017,250.99
+68,Sun Bicycles Cruz 3 - 2017,7,3,2017,449.99
+69,Sun Bicycles Cruz 7 - 2017,7,3,2017,416.99
+70,Electra Amsterdam Original 3i - 2015/2017,1,3,2017,659.99
+71,Sun Bicycles Atlas X-Type - 2017,7,3,2017,416.99
+72,Sun Bicycles Biscayne Tandem 7 - 2017,7,3,2017,619.99
+73,Sun Bicycles Brickell Tandem 7 - 2017,7,3,2017,749.99
+74,Electra Cruiser Lux 1 - 2017,1,3,2017,439.99
+75,Electra Cruiser Lux Fat Tire 1 Ladies - 2017,1,3,2017,599.99
+76,"Electra Girl's Hawaii 1 16"" - 2017",1,3,2017,299.99
+77,Electra Glam Punk 3i Ladies' - 2017,1,3,2017,799.99
+78,Sun Bicycles Biscayne Tandem CB - 2017,7,3,2017,647.99
+79,Sun Bicycles Boardwalk (24-inch Wheels) - 2017,7,3,2017,402.99
+80,Sun Bicycles Brickell Tandem CB - 2017,7,3,2017,761.99
+81,Electra Amsterdam Fashion 7i Ladies' - 2017,1,3,2017,1099.99
+82,Electra Amsterdam Original 3i Ladies' - 2017,1,3,2017,659.99
+83,Trek Boy's Kickster - 2015/2017,9,1,2017,149.99
+84,Sun Bicycles Lil Kitt'n - 2017,7,1,2017,109.99
+85,Haro Downtown 16 - 2017,2,1,2017,329.99
+86,Trek Girl's Kickster - 2017,9,1,2017,149.99
+87,Trek Precaliber 12 Boys - 2017,9,1,2017,189.99
+88,Trek Precaliber 12 Girls - 2017,9,1,2017,189.99
+89,Trek Precaliber 16 Boys - 2017,9,1,2017,209.99
+90,Trek Precaliber 16 Girls - 2017,9,1,2017,209.99
+91,Trek Precaliber 24 (21-Speed) - Girls - 2017,9,1,2017,349.99
+92,Haro Shredder 20 - 2017,2,1,2017,209.99
+93,Haro Shredder 20 Girls - 2017,2,1,2017,209.99
+94,Haro Shredder Pro 20 - 2017,2,1,2017,249.99
+95,"Electra Girl's Hawaii 1 16"" - 2017",1,1,2017,299.99
+96,Electra Moto 3i (20-inch) - Boy's - 2017,1,1,2017,349.99
+97,Electra Savannah 3i (20-inch) - Girl's - 2017,1,1,2017,349.99
+98,Electra Straight 8 3i (20-inch) - Boy's - 2017,1,1,2017,489.99
+99,Electra Sugar Skulls 1 (20-inch) - Girl's - 2017,1,1,2017,299.99
+100,Electra Townie 3i EQ (20-inch) - Boys' - 2017,1,1,2017,489.99
+101,Electra Townie 7D (20-inch) - Boys' - 2017,1,1,2017,339.99
+102,Electra Townie Original 7D - 2017,1,2,2017,489.99
+103,Sun Bicycles Streamway 3 - 2017,7,2,2017,551.99
+104,Sun Bicycles Streamway - 2017,7,2,2017,481.99
+105,Sun Bicycles Streamway 7 - 2017,7,2,2017,533.99
+106,Sun Bicycles Cruz 3 - 2017,7,2,2017,449.99
+107,Sun Bicycles Cruz 7 - 2017,7,2,2017,416.99
+108,Sun Bicycles Cruz 3 - Women's - 2017,7,2,2017,449.99
+109,Sun Bicycles Cruz 7 - Women's - 2017,7,2,2017,416.99
+110,Sun Bicycles Drifter 7 - 2017,7,2,2017,470.99
+111,Sun Bicycles Drifter 7 - Women's - 2017,7,2,2017,470.99
+112,Trek 820 - 2018,9,6,2018,379.99
+113,Trek Marlin 5 - 2018,9,6,2018,489.99
+114,Trek Marlin 6 - 2018,9,6,2018,579.99
+115,Trek Fuel EX 8 29 - 2018,9,6,2018,3199.99
+116,Trek Marlin 7 - 2017/2018,9,6,2018,749.99
+117,Trek Ticket S Frame - 2018,9,6,2018,1469.99
+118,Trek X-Caliber 8 - 2018,9,6,2018,999.99
+119,Trek Kids' Neko - 2018,9,6,2018,469.99
+120,Trek Fuel EX 7 29 - 2018,9,6,2018,2499.99
+121,Surly Krampus Frameset - 2018,8,6,2018,2499.99
+122,Surly Troll Frameset - 2018,8,6,2018,2499.99
+123,Trek Farley Carbon Frameset - 2018,9,6,2018,999.99
+124,Surly Krampus - 2018,8,6,2018,1499
+125,Trek Kids' Dual Sport - 2018,9,6,2018,469.99
+126,Surly Big Fat Dummy Frameset - 2018,8,6,2018,469.99
+127,Surly Pack Rat Frameset - 2018,8,6,2018,469.99
+128,Surly ECR 27.5 - 2018,8,6,2018,1899
+129,Trek X-Caliber 7 - 2018,9,6,2018,919.99
+130,Trek Stache Carbon Frameset - 2018,9,6,2018,919.99
+131,Heller Bloodhound Trail - 2018,3,6,2018,2599
+132,Trek Procal AL Frameset - 2018,9,6,2018,1499.99
+133,Trek Procaliber Frameset - 2018,9,6,2018,1499.99
+134,Trek Remedy 27.5 C Frameset - 2018,9,6,2018,1499.99
+135,Trek X-Caliber Frameset - 2018,9,6,2018,1499.99
+136,Trek Procaliber 6 - 2018,9,6,2018,1799.99
+137,Heller Shagamaw GX1 - 2018,3,6,2018,2599
+138,Trek Fuel EX 5 Plus - 2018,9,6,2018,2249.99
+139,Trek Remedy 7 27.5 - 2018,9,6,2018,2999.99
+140,Trek Remedy 9.8 27.5 - 2018,9,6,2018,4999.99
+141,Trek Stache 5 - 2018,9,6,2018,1599.99
+142,Trek Fuel EX 8 29 XT - 2018,9,6,2018,3199.99
+143,Trek Domane ALR 3 - 2018,9,7,2018,1099.99
+144,Trek Domane ALR 4 Disc - 2018,9,7,2018,1549.99
+145,Trek Domane ALR 5 Disc - 2018,9,7,2018,1799.99
+146,Trek Domane SLR 6 - 2018,9,7,2018,4999.99
+147,Trek Domane ALR 5 Gravel - 2018,9,7,2018,1799.99
+148,Trek Domane SL 8 Disc - 2018,9,7,2018,5499.99
+149,Trek Domane SLR 8 Disc - 2018,9,7,2018,7499.99
+150,Trek Emonda SL 7 - 2018,9,7,2018,4499.99
+151,Trek Domane ALR 4 Disc Women's - 2018,9,7,2018,1549.99
+152,Trek Domane SL 5 Disc Women's - 2018,9,7,2018,2499.99
+153,Trek Domane SL 7 Women's - 2018,9,7,2018,4999.99
+154,Trek Domane SLR 6 Disc Women's - 2018,9,7,2018,5499.99
+155,Trek Domane SLR 9 Disc - 2018,9,7,2018,11999.99
+156,Trek Domane SL Frameset - 2018,9,7,2018,6499.99
+157,Trek Domane SL Frameset Women's - 2018,9,7,2018,6499.99
+158,Trek CrossRip 1 - 2018,9,7,2018,959.99
+159,Trek Emonda ALR 6 - 2018,9,7,2018,2299.99
+160,Trek Emonda SLR 6 - 2018,9,7,2018,4499.99
+161,Surly ECR - 2018,8,7,2018,1899
+162,Trek Emonda SL 6 Disc - 2018,9,7,2018,2999.99
+163,Surly Pack Rat - 2018,8,7,2018,1349
+164,Surly Straggler 650b - 2018,8,7,2018,1549
+165,Trek 1120 - 2018,9,7,2018,2499.99
+166,Trek Domane AL 2 Women's - 2018,9,7,2018,749.99
+167,Surly ECR Frameset - 2018,8,7,2018,749.99
+168,Surly Straggler - 2018,8,7,2018,1549
+169,Trek Emonda SLR 8 - 2018,9,7,2018,6499.99
+170,Trek CrossRip 2 - 2018,9,7,2018,1299.99
+171,Trek Domane SL 6 - 2018,9,7,2018,3199.99
+172,Trek Domane ALR Disc Frameset - 2018,9,7,2018,3199.99
+173,Trek Domane ALR Frameset - 2018,9,7,2018,3199.99
+174,Trek Domane SLR Disc Frameset - 2018,9,7,2018,3199.99
+175,Trek Domane SLR Frameset - 2018,9,7,2018,3199.99
+176,Trek Madone 9 Frameset - 2018,9,7,2018,3199.99
+177,Trek Domane SLR 6 Disc - 2018,9,7,2018,5499.99
+178,Trek Domane AL 2 - 2018,9,7,2018,749.99
+179,Trek Domane AL 3 - 2018,9,7,2018,919.99
+180,Trek Domane AL 3 Women's - 2018,9,7,2018,919.99
+181,Trek Domane SL 5 - 2018,9,7,2018,2199.99
+182,Trek Domane SL 5 Disc - 2018,9,7,2018,2499.99
+183,Trek Domane SL 5 Women's - 2018,9,7,2018,2199.99
+184,Trek Domane SL 6 Disc - 2018,9,7,2018,3499.99
+185,Trek Conduit+ - 2018,9,5,2018,2799.99
+186,Trek CrossRip+ - 2018,9,5,2018,4499.99
+187,Trek Neko+ - 2018,9,5,2018,2799.99
+188,Trek XM700+ Lowstep - 2018,9,5,2018,3499.99
+189,Trek Lift+ Lowstep - 2018,9,5,2018,2799.99
+190,Trek Dual Sport+ - 2018,9,5,2018,2799.99
+191,Electra Loft Go! 8i - 2018,1,5,2018,2799.99
+192,Electra Townie Go! 8i - 2017/2018,1,5,2018,2599.99
+193,Trek Lift+ - 2018,9,5,2018,2799.99
+194,Trek XM700+ - 2018,9,5,2018,3499.99
+195,Electra Townie Go! 8i Ladies' - 2018,1,5,2018,2599.99
+196,Trek Verve+ - 2018,9,5,2018,2299.99
+197,Trek Verve+ Lowstep - 2018,9,5,2018,2299.99
+198,Electra Townie Commute Go! - 2018,1,5,2018,2999.99
+199,Electra Townie Commute Go! Ladies' - 2018,1,5,2018,2999.99
+200,Trek Powerfly 5 - 2018,9,5,2018,3499.99
+201,Trek Powerfly 5 FS - 2018,9,5,2018,4499.99
+202,Trek Powerfly 5 Women's - 2018,9,5,2018,3499.99
+203,Trek Powerfly 7 FS - 2018,9,5,2018,4999.99
+204,Trek Super Commuter+ 7 - 2018,9,5,2018,3599.99
+205,Trek Super Commuter+ 8S - 2018,9,5,2018,4999.99
+206,Trek Boone 5 Disc - 2018,9,4,2018,3299.99
+207,Trek Boone 7 Disc - 2018,9,4,2018,3999.99
+208,Trek Crockett 5 Disc - 2018,9,4,2018,1799.99
+209,Trek Crockett 7 Disc - 2018,9,4,2018,2999.99
+210,Surly Straggler - 2018,8,4,2018,1549
+211,Surly Straggler 650b - 2018,8,4,2018,1549
+212,Electra Townie Original 21D - 2018,1,3,2018,559.99
+213,Electra Cruiser 1 - 2016/2017/2018,1,3,2018,269.99
+214,Electra Tiger Shark 3i - 2018,1,3,2018,899.99
+215,Electra Queen of Hearts 3i - 2018,1,3,2018,749.99
+216,Electra Super Moto 8i - 2018,1,3,2018,899.99
+217,Electra Straight 8 3i - 2018,1,3,2018,909.99
+218,Electra Cruiser 7D - 2016/2017/2018,1,3,2018,319.99
+219,Electra Moto 3i - 2018,1,3,2018,639.99
+220,Electra Cruiser 1 Ladies' - 2018,1,3,2018,269.99
+221,Electra Cruiser 7D Ladies' - 2016/2018,1,3,2018,319.99
+222,Electra Cruiser 1 Tall - 2016/2018,1,3,2018,269.99
+223,Electra Cruiser Lux 3i - 2018,1,3,2018,529.99
+224,Electra Cruiser Lux 7D - 2018,1,3,2018,479.99
+225,Electra Delivery 3i - 2016/2017/2018,1,3,2018,959.99
+226,Electra Townie Original 21D EQ - 2017/2018,1,3,2018,679.99
+227,Electra Cruiser 7D (24-Inch) Ladies' - 2016/2018,1,3,2018,319.99
+228,Electra Cruiser 7D Tall - 2016/2018,1,3,2018,319.99
+229,Electra Cruiser Lux 1 - 2016/2018,1,3,2018,429.99
+230,Electra Cruiser Lux 1 Ladies' - 2018,1,3,2018,429.99
+231,Electra Cruiser Lux 3i Ladies' - 2018,1,3,2018,529.99
+232,Electra Cruiser Lux 7D Ladies' - 2018,1,3,2018,479.99
+233,Electra Cruiser Lux Fat Tire 7D - 2018,1,3,2018,639.99
+234,Electra Daydreamer 3i Ladies' - 2018,1,3,2018,899.99
+235,Electra Koa 3i Ladies' - 2018,1,3,2018,899.99
+236,Electra Morningstar 3i Ladies' - 2018,1,3,2018,749.99
+237,Electra Relic 3i - 2018,1,3,2018,849.99
+238,Electra Townie Balloon 8D EQ - 2016/2017/2018,1,3,2018,749.99
+239,Electra Townie Balloon 8D EQ Ladies' - 2016/2017/2018,1,3,2018,749.99
+240,Electra Townie Commute 27D Ladies - 2018,1,3,2018,899.99
+241,Electra Townie Commute 8D - 2018,1,3,2018,749.99
+242,Electra Townie Commute 8D Ladies' - 2018,1,3,2018,699.99
+243,Electra Townie Original 21D EQ Ladies' - 2018,1,3,2018,679.99
+244,Electra Townie Original 21D Ladies' - 2018,1,3,2018,559.99
+245,Electra Townie Original 3i EQ - 2017/2018,1,3,2018,659.99
+246,Electra Townie Original 3i EQ Ladies' - 2018,1,3,2018,639.99
+247,Electra Townie Original 7D EQ - 2018,1,3,2018,599.99
+248,Electra Townie Original 7D EQ Ladies' - 2017/2018,1,3,2018,599.99
+249,Electra White Water 3i - 2018,1,3,2018,749.99
+250,Electra Townie Go! 8i - 2017/2018,1,3,2018,2599.99
+251,Electra Townie Commute Go! - 2018,1,3,2018,2999.99
+252,Electra Townie Commute Go! Ladies' - 2018,1,3,2018,2999.99
+253,Electra Townie Go! 8i Ladies' - 2018,1,3,2018,2599.99
+254,Electra Townie Balloon 3i EQ - 2017/2018,1,3,2018,749.99
+255,Electra Townie Balloon 7i EQ Ladies' - 2017/2018,1,3,2018,899.99
+256,Electra Townie Commute 27D - 2018,1,3,2018,899.99
+257,Electra Amsterdam Fashion 3i Ladies' - 2017/2018,1,3,2018,899.99
+258,Electra Amsterdam Royal 8i - 2017/2018,1,3,2018,1259.9
+259,Electra Amsterdam Royal 8i Ladies - 2018,1,3,2018,1199.99
+260,Electra Townie Balloon 3i EQ Ladies' - 2018,1,3,2018,799.99
+261,Electra Townie Balloon 7i EQ - 2018,1,3,2018,899.99
+262,Trek MT 201 - 2018,9,1,2018,249.99
+263,Strider Classic 12 Balance Bike - 2018,6,1,2018,89.99
+264,Strider Sport 16 - 2018,6,1,2018,249.99
+265,Strider Strider 20 Sport - 2018,6,1,2018,289.99
+266,Trek Superfly 20 - 2018,9,1,2018,399.99
+267,Trek Precaliber 12 Girl's - 2018,9,1,2018,199.99
+268,Trek Kickster - 2018,9,1,2018,159.99
+269,Trek Precaliber 12 Boy's - 2018,9,1,2018,199.99
+270,Trek Precaliber 16 Boy's - 2018,9,1,2018,209.99
+271,Trek Precaliber 16 Girl's - 2018,9,1,2018,209.99
+272,Trek Precaliber 20 6-speed Boy's - 2018,9,1,2018,289.99
+273,Trek Precaliber 20 6-speed Girl's - 2018,9,1,2018,289.99
+274,Trek Precaliber 20 Boy's - 2018,9,1,2018,229.99
+275,Trek Precaliber 20 Girl's - 2018,9,1,2018,229.99
+276,Trek Precaliber 24 (7-Speed) - Boys - 2018,9,1,2018,319.99
+277,Trek Precaliber 24 21-speed Boy's - 2018,9,1,2018,369.99
+278,Trek Precaliber 24 21-speed Girl's - 2018,9,1,2018,369.99
+279,Trek Precaliber 24 7-speed Girl's - 2018,9,1,2018,319.99
+280,Trek Superfly 24 - 2017/2018,9,1,2018,489.99
+281,Electra Cruiser 7D (24-Inch) Ladies' - 2016/2018,1,1,2018,319.99
+282,Electra Cyclosaurus 1 (16-inch) - Boy's - 2018,1,1,2018,279.99
+283,Electra Heartchya 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+284,Electra Savannah 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+285,Electra Soft Serve 1 (16-inch) - Girl's - 2018,1,1,2018,279.99
+286,"Electra Starship 1 16"" - 2018",1,1,2018,279.99
+287,Electra Straight 8 1 (16-inch) - Boy's - 2018,1,1,2018,279.99
+288,Electra Straight 8 1 (20-inch) - Boy's - 2018,1,1,2018,389.99
+289,"Electra Superbolt 1 20"" - 2018",1,1,2018,319.99
+290,"Electra Superbolt 3i 20"" - 2018",1,1,2018,369.99
+291,Electra Sweet Ride 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+292,Electra Sweet Ride 3i (20-inch) - Girls' - 2018,1,1,2018,369.99
+293,Electra Tiger Shark 1 (20-inch) - Boys' - 2018,1,1,2018,319.99
+294,Electra Tiger Shark 3i (20-inch) - Boys' - 2018,1,1,2018,369.99
+295,"Electra Treasure 1 20"" - 2018",1,1,2018,319.99
+296,"Electra Treasure 3i 20"" - 2018",1,1,2018,369.99
+297,"Electra Under-The-Sea 1 16"" - 2018",1,1,2018,279.99
+298,Electra Water Lily 1 (16-inch) - Girl's - 2018,1,1,2018,279.99
+299,Electra Townie Original 21D - 2018,1,2,2018,559.99
+300,Electra Townie Balloon 3i EQ Ladies' - 2018,1,2,2018,799.99
+301,Electra Townie Balloon 7i EQ - 2018,1,2,2018,899.99
+302,Electra Townie Original 1 - 2018,1,2,2018,449.99
+303,Electra Townie Go! 8i - 2017/2018,1,2,2018,2599.99
+304,Electra Townie Original 21D EQ - 2017/2018,1,2,2018,679.99
+305,Electra Townie Balloon 3i EQ - 2017/2018,1,2,2018,749.99
+306,Electra Townie Balloon 7i EQ Ladies' - 2017/2018,1,2,2018,899.99
+307,Electra Townie Balloon 8D EQ - 2016/2017/2018,1,2,2018,749.99
+308,Electra Townie Balloon 8D EQ Ladies' - 2016/2017/2018,1,2,2018,749.99
+309,Electra Townie Commute 27D - 2018,1,2,2018,899.99
+310,Electra Townie Commute 27D Ladies - 2018,1,2,2018,899.99
+311,Electra Townie Commute 8D - 2018,1,2,2018,749.99
+312,Electra Townie Commute 8D Ladies' - 2018,1,2,2018,699.99
+313,Electra Townie Original 1 Ladies' - 2018,1,2,2018,449.99
+314,Electra Townie Original 21D EQ Ladies' - 2018,1,2,2018,679.99
+315,Electra Townie Original 21D Ladies' - 2018,1,2,2018,559.99
+316,Trek Checkpoint ALR 4 Women's - 2019,9,7,2019,1699.99
+317,Trek Checkpoint ALR 5 - 2019,9,7,2019,1999.99
+318,Trek Checkpoint ALR 5 Women's - 2019,9,7,2019,1999.99
+319,Trek Checkpoint SL 5 Women's - 2019,9,7,2019,2799.99
+320,Trek Checkpoint SL 6 - 2019,9,7,2019,3799.99
+321,Trek Checkpoint ALR Frameset - 2019,9,7,2019,3199.99

dacode/source/dm-csv-010/sample_result.csv

@@ -0,0 +1,8 @@
+Category,Average Units Sold
+Children Bicycles,
+Comfort Bicycles,
+Cruisers Bicycles,
+Cyclocross Bicycles,
+Electric Bikes,
+Mountain Bikes,
+Road Bikes,

dacode/source/dm-csv-010/staffs.csv

@@ -0,0 +1,11 @@
+staff_id,first_name,last_name,email,phone,active,store_id,manager_id
+1,Fabiola,Jackson,fabiola.jackson@bikes.shop,(831) 555-5554,1,1,NULL
+2,Mireya,Copeland,mireya.copeland@bikes.shop,(831) 555-5555,1,1,1
+3,Genna,Serrano,genna.serrano@bikes.shop,(831) 555-5556,1,1,2
+4,Virgie,Wiggins,virgie.wiggins@bikes.shop,(831) 555-5557,1,1,2
+5,Jannette,David,jannette.david@bikes.shop,(516) 379-4444,1,2,1
+6,Marcelene,Boyer,marcelene.boyer@bikes.shop,(516) 379-4445,1,2,5
+7,Venita,Daniel,venita.daniel@bikes.shop,(516) 379-4446,1,2,5
+8,Kali,Vargas,kali.vargas@bikes.shop,(972) 530-5555,1,3,1
+9,Layla,Terrell,layla.terrell@bikes.shop,(972) 530-5556,1,3,7
+10,Bernardine,Houston,bernardine.houston@bikes.shop,(972) 530-5557,1,3,7

dacode/source/dm-csv-010/stocks.csv

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dacode/source/dm-csv-010/stores.csv

@@ -0,0 +1,4 @@
+store_id,store_name,phone,email,street,city,state,zip_code
+1,Santa Cruz Bikes,(831) 476-4321,santacruz@bikes.shop,3700 Portola Drive,Santa Cruz,CA,95060
+2,Baldwin Bikes,(516) 379-8888,baldwin@bikes.shop,4200 Chestnut Lane,Baldwin,NY,11432
+3,Rowlett Bikes,(972) 530-5555,rowlett@bikes.shop,8000 Fairway Avenue,Rowlett,TX,75088

dacode/source/dm-csv-011/README.md

@@ -0,0 +1,10 @@
+## About Dataset
+
+This is the sample database from** **[sqlservertutorial.net](https://www.sqlservertutorial.net/sql-server-sample-database/). This is a great dataset for learning SQL and practicing querying relational databases
+
+[Terms of Use](https://www.sqlservertutorial.net/terms-of-use/)
+
+The sample database is copyrighted and cannot be used for commercial purposes. For example, it cannot be used for the following but is not limited to the purposes:
+
+* Selling
+* Including in paid courses

dacode/source/dm-csv-011/brands.csv

@@ -0,0 +1,10 @@
+brand_id,brand_name
+1,Electra
+2,Haro
+3,Heller
+4,Pure Cycles
+5,Ritchey
+6,Strider
+7,Sun Bicycles
+8,Surly
+9,Trek

dacode/source/dm-csv-011/categories.csv

@@ -0,0 +1,8 @@
+category_id,category_name
+1,Children Bicycles
+2,Comfort Bicycles
+3,Cruisers Bicycles
+4,Cyclocross Bicycles
+5,Electric Bikes
+6,Mountain Bikes
+7,Road Bikes

dacode/source/dm-csv-011/orders.csv

@@ -0,0 +1,1616 @@
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dacode/source/dm-csv-011/products.csv

@@ -0,0 +1,322 @@
+product_id,product_name,brand_id,category_id,model_year,list_price
+1,Trek 820 - 2016,9,6,2016,379.99
+2,Ritchey Timberwolf Frameset - 2016,5,6,2016,749.99
+3,Surly Wednesday Frameset - 2016,8,6,2016,999.99
+4,Trek Fuel EX 8 29 - 2016,9,6,2016,2899.99
+5,Heller Shagamaw Frame - 2016,3,6,2016,1320.99
+6,Surly Ice Cream Truck Frameset - 2016,8,6,2016,469.99
+7,Trek Slash 8 27.5 - 2016,9,6,2016,3999.99
+8,Trek Remedy 29 Carbon Frameset - 2016,9,6,2016,1799.99
+9,Trek Conduit+ - 2016,9,5,2016,2999.99
+10,Surly Straggler - 2016,8,4,2016,1549
+11,Surly Straggler 650b - 2016,8,4,2016,1680.99
+12,Electra Townie Original 21D - 2016,1,3,2016,549.99
+13,Electra Cruiser 1 (24-Inch) - 2016,1,3,2016,269.99
+14,Electra Girl's Hawaii 1 (16-inch) - 2015/2016,1,3,2016,269.99
+15,Electra Moto 1 - 2016,1,3,2016,529.99
+16,Electra Townie Original 7D EQ - 2016,1,3,2016,599.99
+17,Pure Cycles Vine 8-Speed - 2016,4,3,2016,429
+18,Pure Cycles Western 3-Speed - Women's - 2015/2016,4,3,2016,449
+19,Pure Cycles William 3-Speed - 2016,4,3,2016,449
+20,Electra Townie Original 7D EQ - Women's - 2016,1,3,2016,599.99
+21,Electra Cruiser 1 (24-Inch) - 2016,1,1,2016,269.99
+22,Electra Girl's Hawaii 1 (16-inch) - 2015/2016,1,1,2016,269.99
+23,Electra Girl's Hawaii 1 (20-inch) - 2015/2016,1,1,2016,299.99
+24,Electra Townie Original 21D - 2016,1,2,2016,549.99
+25,Electra Townie Original 7D - 2015/2016,1,2,2016,499.99
+26,Electra Townie Original 7D EQ - 2016,1,2,2016,599.99
+27,Surly Big Dummy Frameset - 2017,8,6,2017,999.99
+28,Surly Karate Monkey 27.5+ Frameset - 2017,8,6,2017,2499.99
+29,Trek X-Caliber 8 - 2017,9,6,2017,999.99
+30,Surly Ice Cream Truck Frameset - 2017,8,6,2017,999.99
+31,Surly Wednesday - 2017,8,6,2017,1632.99
+32,Trek Farley Alloy Frameset - 2017,9,6,2017,469.99
+33,Surly Wednesday Frameset - 2017,8,6,2017,469.99
+34,Trek Session DH 27.5 Carbon Frameset - 2017,9,6,2017,469.99
+35,Sun Bicycles Spider 3i - 2017,7,6,2017,832.99
+36,Surly Troll Frameset - 2017,8,6,2017,832.99
+37,Haro Flightline One ST - 2017,2,6,2017,379.99
+38,Haro Flightline Two 26 Plus - 2017,2,6,2017,549.99
+39,Trek Stache 5 - 2017,9,6,2017,1499.99
+40,Trek Fuel EX 9.8 29 - 2017,9,6,2017,4999.99
+41,Haro Shift R3 - 2017,2,6,2017,1469.99
+42,Trek Fuel EX 5 27.5 Plus - 2017,9,6,2017,2299.99
+43,Trek Fuel EX 9.8 27.5 Plus - 2017,9,6,2017,5299.99
+44,Haro SR 1.1 - 2017,2,6,2017,539.99
+45,Haro SR 1.2 - 2017,2,6,2017,869.99
+46,Haro SR 1.3 - 2017,2,6,2017,1409.99
+47,Trek Remedy 9.8 - 2017,9,6,2017,5299.99
+48,Trek Emonda S 4 - 2017,9,7,2017,1499.99
+49,Trek Domane SL 6 - 2017,9,7,2017,3499.99
+50,Trek Silque SLR 7 Women's - 2017,9,7,2017,5999.99
+51,Trek Silque SLR 8 Women's - 2017,9,7,2017,6499.99
+52,Surly Steamroller - 2017,8,7,2017,875.99
+53,Surly Ogre Frameset - 2017,8,7,2017,749.99
+54,Trek Domane SL Disc Frameset - 2017,9,7,2017,3199.99
+55,Trek Domane S 6 - 2017,9,7,2017,2699.99
+56,Trek Domane SLR 6 Disc - 2017,9,7,2017,5499.99
+57,Trek Emonda S 5 - 2017,9,7,2017,1999.99
+58,Trek Madone 9.2 - 2017,9,7,2017,4999.99
+59,Trek Domane S 5 Disc - 2017,9,7,2017,2599.99
+60,Sun Bicycles ElectroLite - 2017,7,5,2017,1559.99
+61,Trek Powerfly 8 FS Plus - 2017,9,5,2017,4999.99
+62,Trek Boone 7 - 2017,9,4,2017,3499.99
+63,Trek Boone Race Shop Limited - 2017,9,4,2017,3499.99
+64,Electra Townie Original 7D - 2017,1,3,2017,489.99
+65,Sun Bicycles Lil Bolt Type-R - 2017,7,3,2017,346.99
+66,Sun Bicycles Revolutions 24 - 2017,7,3,2017,250.99
+67,Sun Bicycles Revolutions 24 - Girl's - 2017,7,3,2017,250.99
+68,Sun Bicycles Cruz 3 - 2017,7,3,2017,449.99
+69,Sun Bicycles Cruz 7 - 2017,7,3,2017,416.99
+70,Electra Amsterdam Original 3i - 2015/2017,1,3,2017,659.99
+71,Sun Bicycles Atlas X-Type - 2017,7,3,2017,416.99
+72,Sun Bicycles Biscayne Tandem 7 - 2017,7,3,2017,619.99
+73,Sun Bicycles Brickell Tandem 7 - 2017,7,3,2017,749.99
+74,Electra Cruiser Lux 1 - 2017,1,3,2017,439.99
+75,Electra Cruiser Lux Fat Tire 1 Ladies - 2017,1,3,2017,599.99
+76,"Electra Girl's Hawaii 1 16"" - 2017",1,3,2017,299.99
+77,Electra Glam Punk 3i Ladies' - 2017,1,3,2017,799.99
+78,Sun Bicycles Biscayne Tandem CB - 2017,7,3,2017,647.99
+79,Sun Bicycles Boardwalk (24-inch Wheels) - 2017,7,3,2017,402.99
+80,Sun Bicycles Brickell Tandem CB - 2017,7,3,2017,761.99
+81,Electra Amsterdam Fashion 7i Ladies' - 2017,1,3,2017,1099.99
+82,Electra Amsterdam Original 3i Ladies' - 2017,1,3,2017,659.99
+83,Trek Boy's Kickster - 2015/2017,9,1,2017,149.99
+84,Sun Bicycles Lil Kitt'n - 2017,7,1,2017,109.99
+85,Haro Downtown 16 - 2017,2,1,2017,329.99
+86,Trek Girl's Kickster - 2017,9,1,2017,149.99
+87,Trek Precaliber 12 Boys - 2017,9,1,2017,189.99
+88,Trek Precaliber 12 Girls - 2017,9,1,2017,189.99
+89,Trek Precaliber 16 Boys - 2017,9,1,2017,209.99
+90,Trek Precaliber 16 Girls - 2017,9,1,2017,209.99
+91,Trek Precaliber 24 (21-Speed) - Girls - 2017,9,1,2017,349.99
+92,Haro Shredder 20 - 2017,2,1,2017,209.99
+93,Haro Shredder 20 Girls - 2017,2,1,2017,209.99
+94,Haro Shredder Pro 20 - 2017,2,1,2017,249.99
+95,"Electra Girl's Hawaii 1 16"" - 2017",1,1,2017,299.99
+96,Electra Moto 3i (20-inch) - Boy's - 2017,1,1,2017,349.99
+97,Electra Savannah 3i (20-inch) - Girl's - 2017,1,1,2017,349.99
+98,Electra Straight 8 3i (20-inch) - Boy's - 2017,1,1,2017,489.99
+99,Electra Sugar Skulls 1 (20-inch) - Girl's - 2017,1,1,2017,299.99
+100,Electra Townie 3i EQ (20-inch) - Boys' - 2017,1,1,2017,489.99
+101,Electra Townie 7D (20-inch) - Boys' - 2017,1,1,2017,339.99
+102,Electra Townie Original 7D - 2017,1,2,2017,489.99
+103,Sun Bicycles Streamway 3 - 2017,7,2,2017,551.99
+104,Sun Bicycles Streamway - 2017,7,2,2017,481.99
+105,Sun Bicycles Streamway 7 - 2017,7,2,2017,533.99
+106,Sun Bicycles Cruz 3 - 2017,7,2,2017,449.99
+107,Sun Bicycles Cruz 7 - 2017,7,2,2017,416.99
+108,Sun Bicycles Cruz 3 - Women's - 2017,7,2,2017,449.99
+109,Sun Bicycles Cruz 7 - Women's - 2017,7,2,2017,416.99
+110,Sun Bicycles Drifter 7 - 2017,7,2,2017,470.99
+111,Sun Bicycles Drifter 7 - Women's - 2017,7,2,2017,470.99
+112,Trek 820 - 2018,9,6,2018,379.99
+113,Trek Marlin 5 - 2018,9,6,2018,489.99
+114,Trek Marlin 6 - 2018,9,6,2018,579.99
+115,Trek Fuel EX 8 29 - 2018,9,6,2018,3199.99
+116,Trek Marlin 7 - 2017/2018,9,6,2018,749.99
+117,Trek Ticket S Frame - 2018,9,6,2018,1469.99
+118,Trek X-Caliber 8 - 2018,9,6,2018,999.99
+119,Trek Kids' Neko - 2018,9,6,2018,469.99
+120,Trek Fuel EX 7 29 - 2018,9,6,2018,2499.99
+121,Surly Krampus Frameset - 2018,8,6,2018,2499.99
+122,Surly Troll Frameset - 2018,8,6,2018,2499.99
+123,Trek Farley Carbon Frameset - 2018,9,6,2018,999.99
+124,Surly Krampus - 2018,8,6,2018,1499
+125,Trek Kids' Dual Sport - 2018,9,6,2018,469.99
+126,Surly Big Fat Dummy Frameset - 2018,8,6,2018,469.99
+127,Surly Pack Rat Frameset - 2018,8,6,2018,469.99
+128,Surly ECR 27.5 - 2018,8,6,2018,1899
+129,Trek X-Caliber 7 - 2018,9,6,2018,919.99
+130,Trek Stache Carbon Frameset - 2018,9,6,2018,919.99
+131,Heller Bloodhound Trail - 2018,3,6,2018,2599
+132,Trek Procal AL Frameset - 2018,9,6,2018,1499.99
+133,Trek Procaliber Frameset - 2018,9,6,2018,1499.99
+134,Trek Remedy 27.5 C Frameset - 2018,9,6,2018,1499.99
+135,Trek X-Caliber Frameset - 2018,9,6,2018,1499.99
+136,Trek Procaliber 6 - 2018,9,6,2018,1799.99
+137,Heller Shagamaw GX1 - 2018,3,6,2018,2599
+138,Trek Fuel EX 5 Plus - 2018,9,6,2018,2249.99
+139,Trek Remedy 7 27.5 - 2018,9,6,2018,2999.99
+140,Trek Remedy 9.8 27.5 - 2018,9,6,2018,4999.99
+141,Trek Stache 5 - 2018,9,6,2018,1599.99
+142,Trek Fuel EX 8 29 XT - 2018,9,6,2018,3199.99
+143,Trek Domane ALR 3 - 2018,9,7,2018,1099.99
+144,Trek Domane ALR 4 Disc - 2018,9,7,2018,1549.99
+145,Trek Domane ALR 5 Disc - 2018,9,7,2018,1799.99
+146,Trek Domane SLR 6 - 2018,9,7,2018,4999.99
+147,Trek Domane ALR 5 Gravel - 2018,9,7,2018,1799.99
+148,Trek Domane SL 8 Disc - 2018,9,7,2018,5499.99
+149,Trek Domane SLR 8 Disc - 2018,9,7,2018,7499.99
+150,Trek Emonda SL 7 - 2018,9,7,2018,4499.99
+151,Trek Domane ALR 4 Disc Women's - 2018,9,7,2018,1549.99
+152,Trek Domane SL 5 Disc Women's - 2018,9,7,2018,2499.99
+153,Trek Domane SL 7 Women's - 2018,9,7,2018,4999.99
+154,Trek Domane SLR 6 Disc Women's - 2018,9,7,2018,5499.99
+155,Trek Domane SLR 9 Disc - 2018,9,7,2018,11999.99
+156,Trek Domane SL Frameset - 2018,9,7,2018,6499.99
+157,Trek Domane SL Frameset Women's - 2018,9,7,2018,6499.99
+158,Trek CrossRip 1 - 2018,9,7,2018,959.99
+159,Trek Emonda ALR 6 - 2018,9,7,2018,2299.99
+160,Trek Emonda SLR 6 - 2018,9,7,2018,4499.99
+161,Surly ECR - 2018,8,7,2018,1899
+162,Trek Emonda SL 6 Disc - 2018,9,7,2018,2999.99
+163,Surly Pack Rat - 2018,8,7,2018,1349
+164,Surly Straggler 650b - 2018,8,7,2018,1549
+165,Trek 1120 - 2018,9,7,2018,2499.99
+166,Trek Domane AL 2 Women's - 2018,9,7,2018,749.99
+167,Surly ECR Frameset - 2018,8,7,2018,749.99
+168,Surly Straggler - 2018,8,7,2018,1549
+169,Trek Emonda SLR 8 - 2018,9,7,2018,6499.99
+170,Trek CrossRip 2 - 2018,9,7,2018,1299.99
+171,Trek Domane SL 6 - 2018,9,7,2018,3199.99
+172,Trek Domane ALR Disc Frameset - 2018,9,7,2018,3199.99
+173,Trek Domane ALR Frameset - 2018,9,7,2018,3199.99
+174,Trek Domane SLR Disc Frameset - 2018,9,7,2018,3199.99
+175,Trek Domane SLR Frameset - 2018,9,7,2018,3199.99
+176,Trek Madone 9 Frameset - 2018,9,7,2018,3199.99
+177,Trek Domane SLR 6 Disc - 2018,9,7,2018,5499.99
+178,Trek Domane AL 2 - 2018,9,7,2018,749.99
+179,Trek Domane AL 3 - 2018,9,7,2018,919.99
+180,Trek Domane AL 3 Women's - 2018,9,7,2018,919.99
+181,Trek Domane SL 5 - 2018,9,7,2018,2199.99
+182,Trek Domane SL 5 Disc - 2018,9,7,2018,2499.99
+183,Trek Domane SL 5 Women's - 2018,9,7,2018,2199.99
+184,Trek Domane SL 6 Disc - 2018,9,7,2018,3499.99
+185,Trek Conduit+ - 2018,9,5,2018,2799.99
+186,Trek CrossRip+ - 2018,9,5,2018,4499.99
+187,Trek Neko+ - 2018,9,5,2018,2799.99
+188,Trek XM700+ Lowstep - 2018,9,5,2018,3499.99
+189,Trek Lift+ Lowstep - 2018,9,5,2018,2799.99
+190,Trek Dual Sport+ - 2018,9,5,2018,2799.99
+191,Electra Loft Go! 8i - 2018,1,5,2018,2799.99
+192,Electra Townie Go! 8i - 2017/2018,1,5,2018,2599.99
+193,Trek Lift+ - 2018,9,5,2018,2799.99
+194,Trek XM700+ - 2018,9,5,2018,3499.99
+195,Electra Townie Go! 8i Ladies' - 2018,1,5,2018,2599.99
+196,Trek Verve+ - 2018,9,5,2018,2299.99
+197,Trek Verve+ Lowstep - 2018,9,5,2018,2299.99
+198,Electra Townie Commute Go! - 2018,1,5,2018,2999.99
+199,Electra Townie Commute Go! Ladies' - 2018,1,5,2018,2999.99
+200,Trek Powerfly 5 - 2018,9,5,2018,3499.99
+201,Trek Powerfly 5 FS - 2018,9,5,2018,4499.99
+202,Trek Powerfly 5 Women's - 2018,9,5,2018,3499.99
+203,Trek Powerfly 7 FS - 2018,9,5,2018,4999.99
+204,Trek Super Commuter+ 7 - 2018,9,5,2018,3599.99
+205,Trek Super Commuter+ 8S - 2018,9,5,2018,4999.99
+206,Trek Boone 5 Disc - 2018,9,4,2018,3299.99
+207,Trek Boone 7 Disc - 2018,9,4,2018,3999.99
+208,Trek Crockett 5 Disc - 2018,9,4,2018,1799.99
+209,Trek Crockett 7 Disc - 2018,9,4,2018,2999.99
+210,Surly Straggler - 2018,8,4,2018,1549
+211,Surly Straggler 650b - 2018,8,4,2018,1549
+212,Electra Townie Original 21D - 2018,1,3,2018,559.99
+213,Electra Cruiser 1 - 2016/2017/2018,1,3,2018,269.99
+214,Electra Tiger Shark 3i - 2018,1,3,2018,899.99
+215,Electra Queen of Hearts 3i - 2018,1,3,2018,749.99
+216,Electra Super Moto 8i - 2018,1,3,2018,899.99
+217,Electra Straight 8 3i - 2018,1,3,2018,909.99
+218,Electra Cruiser 7D - 2016/2017/2018,1,3,2018,319.99
+219,Electra Moto 3i - 2018,1,3,2018,639.99
+220,Electra Cruiser 1 Ladies' - 2018,1,3,2018,269.99
+221,Electra Cruiser 7D Ladies' - 2016/2018,1,3,2018,319.99
+222,Electra Cruiser 1 Tall - 2016/2018,1,3,2018,269.99
+223,Electra Cruiser Lux 3i - 2018,1,3,2018,529.99
+224,Electra Cruiser Lux 7D - 2018,1,3,2018,479.99
+225,Electra Delivery 3i - 2016/2017/2018,1,3,2018,959.99
+226,Electra Townie Original 21D EQ - 2017/2018,1,3,2018,679.99
+227,Electra Cruiser 7D (24-Inch) Ladies' - 2016/2018,1,3,2018,319.99
+228,Electra Cruiser 7D Tall - 2016/2018,1,3,2018,319.99
+229,Electra Cruiser Lux 1 - 2016/2018,1,3,2018,429.99
+230,Electra Cruiser Lux 1 Ladies' - 2018,1,3,2018,429.99
+231,Electra Cruiser Lux 3i Ladies' - 2018,1,3,2018,529.99
+232,Electra Cruiser Lux 7D Ladies' - 2018,1,3,2018,479.99
+233,Electra Cruiser Lux Fat Tire 7D - 2018,1,3,2018,639.99
+234,Electra Daydreamer 3i Ladies' - 2018,1,3,2018,899.99
+235,Electra Koa 3i Ladies' - 2018,1,3,2018,899.99
+236,Electra Morningstar 3i Ladies' - 2018,1,3,2018,749.99
+237,Electra Relic 3i - 2018,1,3,2018,849.99
+238,Electra Townie Balloon 8D EQ - 2016/2017/2018,1,3,2018,749.99
+239,Electra Townie Balloon 8D EQ Ladies' - 2016/2017/2018,1,3,2018,749.99
+240,Electra Townie Commute 27D Ladies - 2018,1,3,2018,899.99
+241,Electra Townie Commute 8D - 2018,1,3,2018,749.99
+242,Electra Townie Commute 8D Ladies' - 2018,1,3,2018,699.99
+243,Electra Townie Original 21D EQ Ladies' - 2018,1,3,2018,679.99
+244,Electra Townie Original 21D Ladies' - 2018,1,3,2018,559.99
+245,Electra Townie Original 3i EQ - 2017/2018,1,3,2018,659.99
+246,Electra Townie Original 3i EQ Ladies' - 2018,1,3,2018,639.99
+247,Electra Townie Original 7D EQ - 2018,1,3,2018,599.99
+248,Electra Townie Original 7D EQ Ladies' - 2017/2018,1,3,2018,599.99
+249,Electra White Water 3i - 2018,1,3,2018,749.99
+250,Electra Townie Go! 8i - 2017/2018,1,3,2018,2599.99
+251,Electra Townie Commute Go! - 2018,1,3,2018,2999.99
+252,Electra Townie Commute Go! Ladies' - 2018,1,3,2018,2999.99
+253,Electra Townie Go! 8i Ladies' - 2018,1,3,2018,2599.99
+254,Electra Townie Balloon 3i EQ - 2017/2018,1,3,2018,749.99
+255,Electra Townie Balloon 7i EQ Ladies' - 2017/2018,1,3,2018,899.99
+256,Electra Townie Commute 27D - 2018,1,3,2018,899.99
+257,Electra Amsterdam Fashion 3i Ladies' - 2017/2018,1,3,2018,899.99
+258,Electra Amsterdam Royal 8i - 2017/2018,1,3,2018,1259.9
+259,Electra Amsterdam Royal 8i Ladies - 2018,1,3,2018,1199.99
+260,Electra Townie Balloon 3i EQ Ladies' - 2018,1,3,2018,799.99
+261,Electra Townie Balloon 7i EQ - 2018,1,3,2018,899.99
+262,Trek MT 201 - 2018,9,1,2018,249.99
+263,Strider Classic 12 Balance Bike - 2018,6,1,2018,89.99
+264,Strider Sport 16 - 2018,6,1,2018,249.99
+265,Strider Strider 20 Sport - 2018,6,1,2018,289.99
+266,Trek Superfly 20 - 2018,9,1,2018,399.99
+267,Trek Precaliber 12 Girl's - 2018,9,1,2018,199.99
+268,Trek Kickster - 2018,9,1,2018,159.99
+269,Trek Precaliber 12 Boy's - 2018,9,1,2018,199.99
+270,Trek Precaliber 16 Boy's - 2018,9,1,2018,209.99
+271,Trek Precaliber 16 Girl's - 2018,9,1,2018,209.99
+272,Trek Precaliber 20 6-speed Boy's - 2018,9,1,2018,289.99
+273,Trek Precaliber 20 6-speed Girl's - 2018,9,1,2018,289.99
+274,Trek Precaliber 20 Boy's - 2018,9,1,2018,229.99
+275,Trek Precaliber 20 Girl's - 2018,9,1,2018,229.99
+276,Trek Precaliber 24 (7-Speed) - Boys - 2018,9,1,2018,319.99
+277,Trek Precaliber 24 21-speed Boy's - 2018,9,1,2018,369.99
+278,Trek Precaliber 24 21-speed Girl's - 2018,9,1,2018,369.99
+279,Trek Precaliber 24 7-speed Girl's - 2018,9,1,2018,319.99
+280,Trek Superfly 24 - 2017/2018,9,1,2018,489.99
+281,Electra Cruiser 7D (24-Inch) Ladies' - 2016/2018,1,1,2018,319.99
+282,Electra Cyclosaurus 1 (16-inch) - Boy's - 2018,1,1,2018,279.99
+283,Electra Heartchya 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+284,Electra Savannah 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+285,Electra Soft Serve 1 (16-inch) - Girl's - 2018,1,1,2018,279.99
+286,"Electra Starship 1 16"" - 2018",1,1,2018,279.99
+287,Electra Straight 8 1 (16-inch) - Boy's - 2018,1,1,2018,279.99
+288,Electra Straight 8 1 (20-inch) - Boy's - 2018,1,1,2018,389.99
+289,"Electra Superbolt 1 20"" - 2018",1,1,2018,319.99
+290,"Electra Superbolt 3i 20"" - 2018",1,1,2018,369.99
+291,Electra Sweet Ride 1 (20-inch) - Girl's - 2018,1,1,2018,319.99
+292,Electra Sweet Ride 3i (20-inch) - Girls' - 2018,1,1,2018,369.99
+293,Electra Tiger Shark 1 (20-inch) - Boys' - 2018,1,1,2018,319.99
+294,Electra Tiger Shark 3i (20-inch) - Boys' - 2018,1,1,2018,369.99
+295,"Electra Treasure 1 20"" - 2018",1,1,2018,319.99
+296,"Electra Treasure 3i 20"" - 2018",1,1,2018,369.99
+297,"Electra Under-The-Sea 1 16"" - 2018",1,1,2018,279.99
+298,Electra Water Lily 1 (16-inch) - Girl's - 2018,1,1,2018,279.99
+299,Electra Townie Original 21D - 2018,1,2,2018,559.99
+300,Electra Townie Balloon 3i EQ Ladies' - 2018,1,2,2018,799.99
+301,Electra Townie Balloon 7i EQ - 2018,1,2,2018,899.99
+302,Electra Townie Original 1 - 2018,1,2,2018,449.99
+303,Electra Townie Go! 8i - 2017/2018,1,2,2018,2599.99
+304,Electra Townie Original 21D EQ - 2017/2018,1,2,2018,679.99
+305,Electra Townie Balloon 3i EQ - 2017/2018,1,2,2018,749.99
+306,Electra Townie Balloon 7i EQ Ladies' - 2017/2018,1,2,2018,899.99
+307,Electra Townie Balloon 8D EQ - 2016/2017/2018,1,2,2018,749.99
+308,Electra Townie Balloon 8D EQ Ladies' - 2016/2017/2018,1,2,2018,749.99
+309,Electra Townie Commute 27D - 2018,1,2,2018,899.99
+310,Electra Townie Commute 27D Ladies - 2018,1,2,2018,899.99
+311,Electra Townie Commute 8D - 2018,1,2,2018,749.99
+312,Electra Townie Commute 8D Ladies' - 2018,1,2,2018,699.99
+313,Electra Townie Original 1 Ladies' - 2018,1,2,2018,449.99
+314,Electra Townie Original 21D EQ Ladies' - 2018,1,2,2018,679.99
+315,Electra Townie Original 21D Ladies' - 2018,1,2,2018,559.99
+316,Trek Checkpoint ALR 4 Women's - 2019,9,7,2019,1699.99
+317,Trek Checkpoint ALR 5 - 2019,9,7,2019,1999.99
+318,Trek Checkpoint ALR 5 Women's - 2019,9,7,2019,1999.99
+319,Trek Checkpoint SL 5 Women's - 2019,9,7,2019,2799.99
+320,Trek Checkpoint SL 6 - 2019,9,7,2019,3799.99
+321,Trek Checkpoint ALR Frameset - 2019,9,7,2019,3199.99

dacode/source/dm-csv-011/sample_result.csv

@@ -0,0 +1,8 @@
+total_quantity,total_price,category_name
+,,Mountain Bikes
+,,Road Bikes
+,,Cruisers Bicycles
+,,Electric Bikes
+,,Cyclocross Bicycles
+,,Comfort Bicycles
+,,Children Bicycles

dacode/source/dm-csv-011/staffs.csv

@@ -0,0 +1,11 @@
+staff_id,first_name,last_name,email,phone,active,store_id,manager_id
+1,Fabiola,Jackson,fabiola.jackson@bikes.shop,(831) 555-5554,1,1,NULL
+2,Mireya,Copeland,mireya.copeland@bikes.shop,(831) 555-5555,1,1,1
+3,Genna,Serrano,genna.serrano@bikes.shop,(831) 555-5556,1,1,2
+4,Virgie,Wiggins,virgie.wiggins@bikes.shop,(831) 555-5557,1,1,2
+5,Jannette,David,jannette.david@bikes.shop,(516) 379-4444,1,2,1
+6,Marcelene,Boyer,marcelene.boyer@bikes.shop,(516) 379-4445,1,2,5
+7,Venita,Daniel,venita.daniel@bikes.shop,(516) 379-4446,1,2,5
+8,Kali,Vargas,kali.vargas@bikes.shop,(972) 530-5555,1,3,1
+9,Layla,Terrell,layla.terrell@bikes.shop,(972) 530-5556,1,3,7
+10,Bernardine,Houston,bernardine.houston@bikes.shop,(972) 530-5557,1,3,7

dacode/source/dm-csv-011/stocks.csv

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dacode/source/dm-csv-011/stores.csv

@@ -0,0 +1,4 @@
+store_id,store_name,phone,email,street,city,state,zip_code
+1,Santa Cruz Bikes,(831) 476-4321,santacruz@bikes.shop,3700 Portola Drive,Santa Cruz,CA,95060
+2,Baldwin Bikes,(516) 379-8888,baldwin@bikes.shop,4200 Chestnut Lane,Baldwin,NY,11432
+3,Rowlett Bikes,(972) 530-5555,rowlett@bikes.shop,8000 Fairway Avenue,Rowlett,TX,75088

dacode/source/dm-csv-015/README.md

@@ -0,0 +1,4 @@
+
+This repository hosts a processed version of the 2015 Baseball Databank, derived from the original data maintained by Sean Lahman. The dataset includes historical baseball statistics presented in a structured format suitable for analysis. It is released under the Creative Commons Attribution-ShareAlike 3.0 Unported License.
+
+Key modifications from the original dataset include standardizing column names and creating a SQLite database in addition to the original CSV files.

dacode/source/dm-csv-015/college.csv

@@ -0,0 +1,1208 @@
+college_id,name_full,city,state,country
+abilchrist,Abilene Christian University,Abilene,TX,USA
+adelphi,Adelphi University,Garden City,NY,USA
+adrianmi,Adrian College,Adrian,MI,USA
+akron,University of Akron,Akron,OH,USA
+alabama,University of Alabama,Tuscaloosa,AL,USA
+alabamaam,Alabama A&M University,Normal,AL,USA
+alabamast,Alabama State University,Montgomery,AL,USA
+albanyst,Albany State University,Albany,GA,USA
+albertsnid,Albertson College,Caldwell,ID,USA
+albevil,Bevill State Community College,Sumiton,AL,USA
+albionmi,Albion College,Albion,MI,USA
+albrightpa,Albright College,Reading,PA,USA
+alcalho,Calhoun Community College,Decatur,AL,USA
+alchatt,Chattahoochee Valley Community College,Phenix City,AL,USA
+alcornst,Alcorn State University,Lorman,MS,USA
+alenter,Enterprise-Ozark Community College,Enterprise,AL,USA
+alfaulk,Faulkner University,Montgomery,AL,USA
+alfscco,Faulkner State College,Bay Minette,AL,USA
+algadsd,Gadsden State Community College,Gadsden,AL,USA
+aljeffd,Jefferson Davis Community College,Brewton,AL,USA
+allegheny,Allegheny College,Meadville,PA,USA
+allurle,Lurleen B Wallace Community College,Andalusia,AL,USA
+almami,Alma College,Alma,MI,USA
+almario,Marion Military Institute,Marion,AL,USA
+almiles,Miles College,Fairfield,AL,USA
+alnorth,Northwest-Shoals Community College,Muscle Shoals,AL,USA
+alsuscc,Southern Union State Community College,Wadley,AL,USA
+alverniapa,Alvernia College,Reading,PA,USA
+alwsdot,Wallace State Community College (Dothan),Dothan,AL,USA
+alwshan,Wallace State Community College (Hanceville),Hanceville,AL,USA
+american,American University,Washington,DC,USA
+amerintl,American International University,Springfield,MA,USA
+amherstma,Amherst College,Amherst,MA,USA
+andersonsc,Anderson College,Anderson,SC,USA
+appalst,Appalachian State University,Boone,NC,USA
+aquinasmi,Aquinas College,Grand Rapids,MI,USA
+arftsmi,University of Arkansas-Fort Smith,Fort Smith,AR,USA
+arizona,University of Arizona,Tucson,AZ,USA
+arizonast,Arizona State University,Tempe,AZ,USA
+arkansas,University of Arkansas,Fayetteville,AR,USA
+arkansaslr,University of Arkansas at Little Rock,Little Rock,AR,USA
+arkansaspb,University of Arkansas at Pine Bluff,Pine Bluff,AR,USA
+arkansasst,Arkansas State University,Jonesboro,AR,USA
+arkmont,University of Arkansas at Monticello,Monticello,AR,USA
+arktech,Arkansas Tech University,Russellville,AR,USA
+armstratl,Armstrong Atlantic State University,Savannah,GA,USA
+army,United States Military Academy,West Point,NY,USA
+arnorth,North Arkansas College,Bentonville,AR,USA
+ashland,Ashland University,Ashland,OH,USA
+athensst,Athens State University,Athens,AL,USA
+auburn,Auburn University,Auburn,AL,USA
+auburnmont,Auburn University at Montgomery,Montgomery,AL,USA
+augsburgmn,Augsburg College,Minneapolis,MN,USA
+austincol,Austin College,Sherman,TX,USA
+austinpeay,Austin Peay State University,Clarksville,TN,USA
+azcentr,Central Arizona College,Coolidge,AZ,USA
+azchand,Chandler-Gilbert Community College,Chandler,AZ,USA
+azcochi,Cochise Community College,Douglas,AZ,USA
+azmescc,Mesa Community College,Mesa,AZ,USA
+azphoen,Phoenix College,Phoenix,AZ,USA
+azpimcc,Pima Community College,Tucson,AZ,USA
+azscott,Scottsdale Community College,Scottsdale,AZ,USA
+azsouth,South Mountain Community College,Phoenix,AZ,USA
+azusapac,Azusa Pacific University,Azusa,CA,USA
+azweste,Arizona Western College,Yuma,AZ,USA
+azyavap,Yavapai College,Prescott,AZ,USA
+baconeok,Bacone College,Muskogee,OK,USA
+bakerks,Baker University,Baldwin City,KS,USA
+baldwalloh,Baldwin-Wallace College,Berea,OH,USA
+ballst,Ball State University,Muncie,IN,USA
+bartonnc,Barton College,Wilson,NC,USA
+baruchcuny,Bernard M Baruch College,New York,NY,USA
+batesme,Bates College,Lewiston,ME,USA
+baylor,Baylor University,Waco,TX,USA
+belmont,Belmont University,Nashville,TN,USA
+belmontab,Belmont Abbey College,Belmont,NC,USA
+beloitwi,Beloit College,Beloit,WI,USA
+benedctnks,Benedictine College,Atchison,KS,USA
+bethanywv,Bethany College,Bethany,WV,USA
+bethcook,Bethune-Cookman College,Daytona Beach,FL,USA
+betheltn,Bethel College,McKenzie,TN,USA
+biolaca,Biola University,La Mirada,CA,USA
+birmsouth,Birmingham-Southern College,Birmingham,AL,USA
+blackbrnil,Blackburn College,Carlinville,IL,USA
+bloomsburg,Bloomsburg University of Pennsylvania,Bloomsburg,PA,USA
+bluefield,Bluefield College,Bluefield,VA,USA
+boisest,Boise State University,Boise,ID,USA
+bostoncoll,Boston College,Chestnut Hill,MA,USA
+bostonuniv,Boston University,Boston,MA,USA
+bowdoinme,Bowdoin College,Brunswick,ME,USA
+bowlgreen,Bowling Green State University,Bowling Green,OH,USA
+bradley,Bradley University,Peoria,IL,USA
+brandeisma,Brandeis University,Waltham,MA,USA
+brdgwatrva,Bridgewater College,Bridgewater,VA,USA
+brewparker,Brewton-Parker College,Mount Vernon,GA,USA
+bridgeport,University of Bridgeport,Bridgeport,CT,USA
+bridgwtrst,Bridgewater State College,Bridgewater,MA,USA
+brklyncuny,"Brooklyn College, The City University of New York",Brooklyn,NY,USA
+brown,Brown University,Providence,RI,USA
+bryant,Bryant College,Smithfield,RI,USA
+bucknell,Bucknell University,Lewisburg,PA,USA
+buenavista,Buena Vista University,Storm Lake,IA,USA
+buffalost,Buffalo State College,Buffalo,NY,USA
+butler,Butler University,Indianapolis,IN,USA
+byu,Brigham Young University,Provo,UT,USA
+caallan,Allan Hancock College,Santa Maria,CA,USA
+caameri,American River College,Sacramento,CA,USA
+caantel,Antelope Valley College,Lancaster,CA,USA
+cabakjc,Bakersfield College,Bakersfield,CA,USA
+cabarst,Barstow Community College,Barstow,CA,USA
+cabutte,Butte College,Oroville,CA,USA
+cacabri,Cabrillo College,Aptos,CA,USA
+cacanad,Canada College,Redwood City,CA,USA
+cacanyo,College of the Canyons,Santa Clarita,CA,USA
+cacerri,Cerritos College,Norwalk,CA,USA
+cachabo,Chabot College,Hayward,CA,USA
+cachaff,Chaffey College,Rancho Cucamonga,CA,USA
+cacitru,Citrus College,Glendora,CA,USA
+cacompt,Compton Community College,Compton,CA,USA
+cacontr,Contra Costa College,San Pablo,CA,USA
+cacosum,Cosumnes River College,Sacramento,CA,USA
+cacsmat,College of San Mateo,San Mateo,CA,USA
+cacuest,Cuesta College,San Luis Obispo,CA,USA
+cacypre,Cypress College,Cypress,CA,USA
+cadeanz,DeAnza College,Cupertino,CA,USA
+cadiabl,Diablo Valley College,Pleasant Hill,CA,USA
+caelajc,East Los Angeles College,Monterey Park,CA,USA
+caelcam,El Camino College,Torrance,CA,USA
+cafeath,Feather River College,Quincy,CA,USA
+cafooth,Foothill College,Los Altos Hills,CA,USA
+cafrecc,Fresno City College,Fresno,CA,USA
+cafrepa,Fresno Pacific University,Fresno,CA,USA
+cafulle,Fullerton College,Fullerton,CA,USA
+cagavil,Gavilan College,Gilroy,CA,USA
+caglend,Glendale Community College,Glendale,CA,USA
+cagolde,Golden West College,Huntington Beach,CA,USA
+caharbo,Los Angeles Harbor College,Wilmington,CA,USA
+cahartn,Hartnell College,Salinas,CA,USA
+caimper,Imperial Valley College,Imperial,CA,USA
+calacco,Los Angeles City College,Los Angeles,CA,USA
+calamjc,Los Angeles Mission College,Sylmar,CA,USA
+calaney,Laney College,Oakland,CA,USA
+calasse,Lassen College,Susanville,CA,USA
+calavco,Los Angeles Valley College,Los Angeles,CA,USA
+california,"University of California, Berkeley",Berkeley,CA,USA
+calipa,California University of Pennsylvania,California,PA,USA
+calobcc,Long Beach City College,Long Beach,CA,USA
+calpoly,"California Polytechnic State University, San Luis Obispo",San Luis Obispo,CA,USA
+calpolypom,"California Polytechnic State University, Pomona",Pomona,CA,USA
+calstfull,California State University Fullerton,Fullerton,CA,USA
+calstla,California State University Los Angeles,Los Angeles,CA,USA
+calstnorth,California State University Northridge,Los Angeles,CA,USA
+calutheran,California Lutheran University,Thousand Oaks,CA,USA
+camarin,College of Marin,Kentfield,CA,USA
+camendo,Mendocino College,Ukiah,CA,USA
+camenlo,Menlo College,Atherton,CA,USA
+camerce,Merced College,Merced,CA,USA
+cameronok,Cameron University,Lawton,OK,USA
+camerri,Merritt College,Oakland,CA,USA
+camirac,MiraCosta College,Oceanside,CA,USA
+camissi,Mission College,Santa Clara,CA,USA
+camodes,Modesto Junior College,Modesto,CA,USA
+camoorp,Moorpark College,Moorpark,CA,USA
+campbell,Campbell University,Buies Creek,NC,USA
+campjco,Monterey Peninsula College,Monterey,CA,USA
+camsajc,Mount San Antonio College,Walnut,CA,USA
+camsjjc,Mount San Jacinto College,San Jacinto,CA,USA
+canapav,Napa Valley College,Napa,CA,USA
+canisius,Canisius College,Buffalo,NY,USA
+caorang,Orange Coast College,Costa Mesa,CA,USA
+capalom,Palomar College,San Marcos,CA,USA
+capasad,Pasadena City College,Pasadena,CA,USA
+capierc,Los Angeles Pierce College,Woodland Hills,CA,USA
+caporte,Porterville College,Porterville,CA,USA
+caranch,Rancho Santiago College,Santa Ana,CA,USA
+caredwo,College of the Redwoods,Eureka,CA,USA
+careedl,Reedley College,Reedley,CA,USA
+carioho,Rio Hondo College,Whittier,CA,USA
+carivcc,Riverside Community College,Riverside,CA,USA
+carkansas,University of Central Arkansas,Conway,AR,USA
+carsnewm,Carson-Newman College,Jefferson City,TN,USA
+carthagewi,Carthage College,Kenosha,WI,USA
+casacra,Sacramento City College,Sacramento,CA,USA
+casaddl,Saddleback College,Mission Viejo,CA,USA
+casajco,Santa Ana College,Santa Ana,CA,USA
+casanbe,California State University San Bernardino,San Bernardino,CA,USA
+casbcco,Santa Barbara City College,Santa Barbara,CA,USA
+casbvjc,San Bernardino Valley College,San Bernardino,CA,USA
+casdmjc,San Diego Mesa College,San Diego,CA,USA
+casequo,College of the Sequoias,Visalia,CA,USA
+casewestrn,Case Western Reserve University,Cleveland,OH,USA
+casfcco,City College of San Francisco,San Francisco,CA,USA
+cashast,Shasta College,Redding,CA,USA
+casierr,Sierra College,Rocklin,CA,USA
+casiski,College of the Siskiyous,Weed,CA,USA
+casjcco,San Jose City College,San Jose,CA,USA
+casjdjc,San Joaquin Delta College,Stockton,CA,USA
+caskyli,Skyline JC,San Bruno,CA,USA
+casmjco,Santa Monica College,Santa Monica,CA,USA
+casolan,Solano Community College,Fairfield,CA,USA
+casrjco,Santa Rosa Junior College,Santa Rosa,CA,USA
+caswjco,Southwestern College,Chula Vista,CA,USA
+catafjc,Taft College,Taft,CA,USA
+catawba,Catawba College,Salisbury,NC,USA
+catholic,Catholic University of America,Washington,DC,USA
+caventu,Ventura College,Ventura,CA,USA
+cawhjco,West Hills College,Coalinga,CA,USA
+cawlajc,West Los Angeles College,Culver City,CA,USA
+cawvjco,West Valley College,Saratoga,CA,USA
+cconnst,Central Connecticut State University,New Britain,CT,USA
+ccri,Community College of Rhode Island,Warwick,RI,USA
+centenary,Centenary College of Louisiana,Shreveport,LA,USA
+centok,University of Central Oklahoma,Edmond,OK,USA
+centralst,Central State University,Wilberforce,OH,USA
+centreky,Centre College,Danville,KY,USA
+cflorida,University of Central Florida,Orlando,FL,USA
+chapmanca,Chapman University,Orange,CA,USA
+charleston,College of Charleston,Charleston,SC,USA
+charleswv,University of Charleston,Charleston,WV,USA
+charlotte,University of North Carolina at Charlotte,Charlotte,NC,USA
+charlsouth,Charleston Southern University,Charleston,SC,USA
+chicago,University of Chicago,Chicago,IL,USA
+chicagost,Chicago State University,Chicago,IL,USA
+chicost,California State University Chico,Chico,CA,USA
+cincy,University of Cincinnati,Cincinnati,OH,USA
+citadel,The Citadel,Charleston,SC,USA
+clarion,Clarion University of Pennsylvania,Clarion,PA,USA
+clarksonny,Clarkson University,Potsdam,NY,USA
+clemson,Clemson University,Clemson,SC,USA
+clevst,Cleveland State University,Cleveland,OH,USA
+clrmuddscr,Claremont McKenna College,Claremont,CA,USA
+cmichigan,Central Michigan University,Mount Pleasant,MI,USA
+cmissouri,University of Central Missouri,Warrensburg,MO,USA
+cncrdiacol,Concordia College-Moorhead,Moorhead,MN,USA
+coastcar,Coastal Carolina University,Conway,SC,USA
+coftlew,Fort Lewis College,Durango,CO,USA
+colamar,Lamar Community College,Lamar,CO,USA
+colbyme,Colby College,Waterville,ME,USA
+colgate,Colgate University,Hamilton,NY,USA
+colocollege,Colorado College,Colorado Springs,CO,USA
+colorado,University of Colorado,Boulder,CO,USA
+coloradost,Colorado State University,Fort Collins,CO,USA
+columbia,Columbia University,New York,NY,USA
+comines,Colorado School of Mines,Golden,CO,USA
+concordny,Concordia College-Bronxville,Bronxville,NY,USA
+concrdiamn,Concordia University-St. Paul,St. Paul,MN,USA
+concrdiatx,Concordia University at Austin,Austin,TX,USA
+cornell,Cornell University,Ithaca,NY,USA
+cornellia,Cornell College,Mount Vernon,IA,USA
+costpue,Colorado State University-Pueblo,Pueblo,CO,USA
+cotrini,Trinidad State Junior College,Trinidad,CO,USA
+crdstritch,Cardinal Stritch University,Milwaukee,WI,USA
+creighton,Creighton University,Omaha,NE,USA
+crngmellon,Carnegie Mellon University,Pittsburgh,PA,USA
+csdomhills,California State University Dominguez Hills,Carson,CA,USA
+cshayward,California State University East Bay,Hayward,CA,USA
+csstanisl,California State University Stanislaus,Turlock,CA,USA
+ctconap,University of Connecticut at Avery Point,Groton,CT,USA
+ctmitch,Mitchell College,New London,CT,USA
+ctnorwa,Norwalk Community College,Norwalk,CT,USA
+cumbrlndtn,Cumberland University,Lebanon,TN,USA
+cwashngton,Central Washington University,Ellensburg,WA,USA
+cwpost,"Long Island University, C W Post Campus",Brookville,NY,USA
+dallasbapt,Dallas Baptist University,Dallas,TX,USA
+dartmouth,Dartmouth College,Hanover,NH,USA
+davidson,Davidson College,Davidson,NC,USA
+daviselkins,Davis and Elkins College,Elkins,WV,USA
+dayton,University of Dayton,Dayton,OH,USA
+dcbenfr,Benjamin Franklin University,Washington,DC,USA
+debrand,Brandywine Junior College,Wilmington,DE,USA
+dedelaw,Delaware Technical and Community College,Dover,DE,USA
+delaware,University of Delaware,Newark,DE,USA
+delawarest,Delaware State University,Dover,DE,USA
+deltast,Delta State University,Cleveland,MS,USA
+denisonoh,Denison University,Granville,OH,USA
+denver,University of Denver,Denver,CO,USA
+depaul,DePaul University,Chicago,IL,USA
+depauwin,DePauw University,Greencastle,IN,USA
+detroit,University of Detroit Mercy,Detroit,MI,USA
+dickinson,Dickinson College,Carlisle,PA,USA
+dominican,Dominican College,Orangeburg,NY,USA
+drake,Drake University,Des Moines,IA,USA
+dubuque,University of Dubuque,Dubuque,IA,USA
+duke,Duke University,Durham,NC,USA
+duquesne,Duquesne University,Pittsburgh,PA,USA
+ecarolina,East Carolina University,Greenville,NC,USA
+ecentralok,East Central University,Ada,OK,USA
+eckerd,Eckerd College,St. Petersburg,FL,USA
+econnst,Eastern Connecticut State University,Willimantic,CT,USA
+edinboro,Edinboro University of Pennsylvania,Edinboro,PA,USA
+eillinois,Eastern Illinois University,Charleston,IL,USA
+ekentucky,Eastern Kentucky University,Richmond,KY,USA
+elizbthtwn,Elizabethtown College,Elizabethtown,PA,USA
+elon,Elon University,Elon,NC,USA
+emichigan,Eastern Michigan University,Ypsilanti,MI,USA
+emoryga,Emory University,Atlanta,GA,USA
+emoryhenry,Emory and Henry College,Emory,VA,USA
+emporiast,Emporia State University,Emporia,KS,USA
+erskine,Erskine College,Due West,SC,USA
+estroud,East Stroudsburg University of Pennsylvania,East Stroudsburg,PA,USA
+etennst,East Tennessee State University,Johnson City,TN,USA
+etxbaptist,East Texas Baptist University,Marshall,TX,USA
+eurekail,Eureka College,Eureka,IL,USA
+eutah,College of Eastern Utah,Price,UT,USA
+evansville,University of Evansville,Evansville,IN,USA
+fairfield,Fairfield University,Fairfield,CT,USA
+fairldick,"Fairleigh Dickinson University, Metropolitan Campus",Teaneck,NJ,USA
+fayetvilst,Fayetteville State University,Fayetteville,NC,USA
+ferrisst,Ferris State University,Big Rapids,MI,USA
+ferrumva,Ferrum College,Ferrum,VA,USA
+flagler,Flagler College,St. Augustine,FL,USA
+flatlantic,Florida Atlantic University,Boca Raton,FL,USA
+flbarry,Barry University,Miami Shores,FL,USA
+flbreva,Brevard Community College,Cocoa,FL,USA
+flbrowa,Broward Community College,Fort Lauderdale,FL,USA
+flcentr,Central Florida Community College,Ocala,FL,USA
+flchipo,Chipola College,Marianna,FL,USA
+fldayto,Daytona Beach Community College,Daytona Beach,FL,USA
+flediso,Edison College,Fort Myers,FL,USA
+flflajc,Florida College,Jacksonville,FL,USA
+flgateway,Florida Gateway College,Lake City,FL,USA
+flgccco,Gulf Coast Community College,Panama City,FL,USA
+flgulfc,Florida Gulf Coast University,Fort Myers,FL,USA
+flhills,Hillsborough Community College,Tampa,FL,USA
+flindia,Indian River Community College,Fort Pierce,FL,USA
+flinternat,Florida International University,Miami,FL,USA
+fllynnu,Lynn University,Boca Raton,FL,USA
+flmanat,"State College of Florida, Manatee-Sarasota",Bradenton,FL,USA
+flmdkjc,"Miami-Dade College, Kendall Campus",Miami,FL,USA
+flmdnjc,"Miami-Dade College, North Campus",Miami,FL,USA
+flmdwjc,"Miami-Dade College, Wolfson Campus",Miami,FL,USA
+flnfcco,North Florida Community College,Madison,FL,USA
+flnovas,Nova Southeastern University,Fort Lauderdale,FL,USA
+flnwfsc,Northwest Florida State College,Niceville,FL,USA
+flokalo,Okaloosa-Walton College,Niceville,FL,USA
+florida,University of Florida,Gainesville,FL,USA
+floridaam,Florida Agricultural and Mechanical University,Tallahassee,FL,USA
+floridast,Florida State University,Tallahassee,FL,USA
+flpalme,Palmer College,DeFuniak Springs,FL,USA
+flpasco,Pasco-Hernando Community College,New Port Richey,FL,USA
+flpbaun,Palm Beach Atlantic University,West Palm Beach,FL,USA
+flpensa,Pensacola Junior College,Pensacola,FL,USA
+flpolkc,Polk Community College,Winter Haven,FL,USA
+flsanta,Santa Fe Community College,Gainesville,FL,USA
+flsjrcc,St. Johns River Community College,Palatka,FL,USA
+flsouthern,Florida Southern College,Lakeland,FL,USA
+flstpet,St. Petersburg College,St. Petersburg,FL,USA
+fltalla,Tallahassee Community College,Tallahassee,FL,USA
+fltech,Florida Institute of Technology,Melbourne,FL,USA
+flvalen,Valencia Community College,Orlando,FL,USA
+fordham,Fordham University,New York,NY,USA
+forthays,Fort Hays State University,Hays,KS,USA
+franklinin,Franklin College,Franklin,IN,USA
+frankmarsh,Franklin and Marshall College,Lancaster,PA,USA
+freedhrdmn,Freed-Hardeman University,Henderson,TN,USA
+fresnost,California State University Fresno,Fresno,CA,USA
+friendsks,Friends University,Wichita,KS,USA
+furman,Furman University,Greenville,SC,USA
+gaberry,Berry College,Mount Berry,GA,USA
+gacoast,Coastal Georgia Community College,Brunswick,GA,USA
+gacollege,Georgia College and State University,Milledgeville,GA,USA
+gacolum,Columbus State University,Columbus,GA,USA
+gagpjco,Georgia Perimeter College,Covington,GA,USA
+gallaudet,Gallaudet University,Washington,DC,USA
+gamiddl,Middle Georgia College,Cochran,GA,USA
+gannon,Gannon University,Erie,PA,USA
+gardwebb,Gardner-Webb University,Boiling Springs,NC,USA
+gasgajc,South Georgia College,Douglas,GA,USA
+gaswestern,Georgia Southwestern State University,Americus,GA,USA
+gatech,Georgia Institute of Technology,Atlanta,GA,USA
+genevapa,Geneva College,Beaver Falls,PA,USA
+georgefox,George Fox University,Newberg,OR,USA
+georgemas,George Mason University,Fairfax,VA,USA
+georgetown,Georgetown University,Washington,DC,USA
+georgewash,George Washington University,Washington,DC,USA
+georgia,University of Georgia,Athens,GA,USA
+georgiasou,Georgia Southern University,Statesboro,GA,USA
+georgiast,Georgia State University,Atlanta,GA,USA
+georgtwnky,Georgetown College,Georgetown,KY,USA
+gettysburg,Gettysburg College,Gettysburg,PA,USA
+glenvilst,Glenville State College,Glenville,WV,USA
+gonzaga,Gonzaga University,Spokane,WA,USA
+grambling,Grambling State University,Grambling,LA,USA
+grandview,Grand View College,Des Moines,IA,USA
+grcanyon,Grand Canyon University,Phoenix,AZ,USA
+grinnellia,Grinnell College,Grinnell,IA,USA
+grossmont,Grossmont College,El Cajon,CA,USA
+grovecity,Grove City College,Grove City,PA,USA
+grvalleyst,Grand Valley State University,Allendale,MI,USA
+guilfordnc,Guilford College,Greensboro,NC,USA
+hamlinemn,Hamline University,St. Paul,MN,USA
+hampsydney,Hampden-Sydney College,Hampden-Sydney,VA,USA
+harding,Harding University,Searcy,AR,USA
+hardinsimm,Hardin-Simmons University,Abilene,TX,USA
+hartford,University of Hartford,West Hartford,CT,USA
+hartwickny,Hartwick College,Oneonta,NY,USA
+harvard,Harvard University,Cambridge,MA,USA
+haskellks,Haskell Indian Nations University,Lawrence,KS,USA
+hawaii,University of Hawaii at Manoa,Honolulu,HI,USA
+hawaiihilo,University of Hawaii at Hilo,Hilo,HI,USA
+hawaiipac,Hawaii Pacific University,Honolulu,HI,USA
+heidelberg,Heidelberg College,Tiffin,OH,USA
+hendrixar,Hendrix College,Conway,AR,USA
+hendrsonst,Henderson State University,Arkadelphia,AR,USA
+highpoint,High Point University,High Point,NC,USA
+hillsdale,Hillsdale College,Hillsdale,MI,USA
+hiramoh,Hiram College,Hiram,OH,USA
+hobartny,Hobart and William Smith Colleges,Geneva,NY,USA
+hofstra,Hofstra University,Hempstead,NY,USA
+holycross,College of the Holy Cross,Worcester,MA,USA
+hopemi,Hope College,Holland,MI,USA
+houstnbapt,Houston Baptist University,Houston,TX,USA
+houston,University of Houston,Houston,TX,USA
+howard,Howard University,Washington,DC,USA
+howrdpayne,Howard Payne University,Brownwood,TX,USA
+humboldtst,Humboldt State University,Arcata,CA,USA
+huntercuny,"Hunter College, The City University of New York",New York,NY,USA
+iadesmo,Des Moines University,Des Moines,IA,USA
+iadmacc,Des Moines Area Community College,Boone,IA,USA
+iaellsw,Ellsworth College,Iowa Falls,IA,USA
+iahighl,Highland Park College,Des Moines,IA,USA
+iaindia,Indian Hills Community College,Centerville,IA,USA
+iakirkw,Kirkwood Community College,Cedar Rapids,IA,USA
+iaparso,Parsons College,Fairfield,IA,USA
+iaseccs,"Southeastern Iowa Community College, Keokuk Campus",Keokuk,IA,USA
+iasimps,Simpson College,Indianola,IA,USA
+iawescc,Iowa Western Community College,Council Bluffs,IA,USA
+iawesleyan,Iowa Wesleyan College,Mount Pleasant,IA,USA
+idaho,University of Idaho,Moscow,ID,USA
+idahost,Idaho State University,Pocatello,ID,USA
+idbyuid,Brigham Young University-Idaho,Rexburg,ID,USA
+idcosid,College of Southern Idaho,Twin Falls,ID,USA
+idnidjc,North Idaho College,Coeur d'Alene,ID,USA
+ilaugus,Augustana College,Rock Island,IL,USA
+ilcenjc,Illinois Central College,East Peoria,IL,USA
+ilcollege,Illinois College,Jacksonville,IL,USA
+ildixon,Dixon College,Dixon,IL,USA
+ildupag,College of DuPage,Glen Ellyn,IL,USA
+ilelmhu,Elmhurst College,Elmhurst,IL,USA
+ilharpe,William Rainey Harper College,Palatine,IL,USA
+ilkanka,Kankakee Community College,Kankakee,IL,USA
+ilkaska,Kaskaskia College,Arcola,IL,USA
+ilkenne,Kennedy-King College,Chicago,IL,USA
+ilkishw,Kishwaukee College,Malta,IL,USA
+illakel,Lake Land College,Mattoon,IL,USA
+illchicago,University of Illinois at Chicago,Chicago,IL,USA
+illewis,Lewis & Clark Community College,Godfrey,IL,USA
+illinco,Lincoln College,Lincoln,IL,USA
+illinois,University of Illinois at Urbana-Champaign,Champaign,IL,USA
+illinoisst,Illinois State University,Normal,IL,USA
+illogan,John A Logan College,Carterville,IL,USA
+illomba,Lombard College,Galesburg,IL,USA
+illtjco,Lincoln Trail College,Robinson,IL,USA
+ilmcken,McKendree University,Lebanon,IL,USA
+ilmorai,Moraine Valley Community College,Palos Hills,IL,USA
+ilmount,Mount Morris College,Mount Morris,IL,USA
+ilolney,Olney Central College,Olney,IL,USA
+ilparkl,Parkland College,Champaign,IL,USA
+ilseijc,Southeastern Illinois College,Harrisburg,IL,USA
+ilshurt,Shurtleff College,Alton,IL,USA
+ilssjco,South Suburban College,South Holland,IL,USA
+ilstvia,St. Viator College,Bourbonnais,IL,USA
+ilsvcco,Sauk Valley Community College,Dixon,IL,USA
+ilswijc,Southwestern Illinois College,Belleville,IL,USA
+iltrito,Triton College,River Grove,IL,USA
+iltruma,Harry S Truman College,Chicago,IL,USA
+ilwabas,Wabash Valley College,Mount Carmel,IL,USA
+ilwesleyan,Illinois Wesleyan University,Bloomington,IL,USA
+ilwrigh,Wilbur Wright College,Chicago,IL,USA
+inander,Anderson University,Anderson,IN,USA
+inbethel,Bethel College,Mishawaka,IN,USA
+incante,Canterbury College,Danville,IN,USA
+inconco,Concordia Theological Seminary,Fort Wayne,IN,USA
+indiana,Indiana University-Bloomington,Bloomington,IN,USA
+indianapa,Indiana University of Pennsylvania,Indiana,PA,USA
+indianast,Indiana State University,Terre Haute,IN,USA
+indpolis,University of Indianapolis,Indianapolis,IN,USA
+inhanov,Hanover College,Hanover,IN,USA
+inindwe,Indiana Wesleyan University,Marion,IN,USA
+inintec,Indiana Institute of Technology,Fort Wayne,IN,USA
+invince,Vincennes University,Vincennes,IN,USA
+iona,Iona College,New Rochelle,NY,USA
+iowa,University of Iowa,Iowa City,IA,USA
+iowast,Iowa State University,Ames,IA,USA
+ithacany,Ithaca College,Ithaca,NY,USA
+jacksonst,Jackson State University,Jackson,MS,USA
+jacksonvil,Jacksonville University,Jacksonville,FL,USA
+jamesmad,James Madison University,Harrisonburg,VA,USA
+jksonvilst,Jacksonville State University,Jacksonville,AL,USA
+johnbrwnar,John Brown University,Siloam Springs,AR,USA
+johnshpkns,Johns Hopkins University,Baltimore,MD,USA
+juniatapa,Juniata College,Huntingdon,PA,USA
+kalamazoo,Kalamazoo College,Kalamazoo,MI,USA
+kansas,University of Kansas,Lawrence,KS,USA
+kansasst,Kansas State University,Manhattan,KS,USA
+keenest,Keene State College,Keene,NH,USA
+kennesawst,Kennesaw State University,Kennesaw,GA,USA
+kentst,Kent State University,Kent,OH,USA
+kentucky,University of Kentucky,Lexington,KY,USA
+kentuckyst,Kentucky State University,Frankfort,KY,USA
+kenyonoh,Kenyon College,Gambier,OH,USA
+knoxil,Knox College,Galesburg,IL,USA
+ksbarto,Barton County Community College,Great Bend,KS,USA
+ksbutle,Butler County Community College,El Dorado,KS,USA
+kscloud,Cloud County Community College,Concordia,KS,USA
+kscowle,Cowley County Community College,Arkansas City,KS,USA
+ksftsco,Fort Scott Community College,Fort Scott,KS,USA
+ksgarde,Garden City Community College,Garden City,KS,USA
+kshutch,Hutchinson Community College,Hutchinson,KS,USA
+ksindep,Independence Community College,Independence,KS,USA
+ksjohns,Johnson County Community College,Overland Park,KS,USA
+kskccco,Kansas City Kansas Community College,Kansas City,KS,USA
+kslabet,Labette Community College,Parsons,KS,USA
+ksneosh,Neosho County Community College,Chanute,KS,USA
+kspratt,Pratt Community College,Pratt,KS,USA
+ksstmaC,St. Mary's College,St. Mary's,KS,USA
+kutztown,Kutztown University of Pennsylvania,Kutztown,PA,USA
+kybella,Bellarmine College,Louisville,KY,USA
+kysomer,Somerset Community College,Somerset,KY,USA
+kystcat,St. Catherine College,St. Catherine,KY,USA
+kywesleyan,Kentucky Wesleyan College,Owensboro,KY,USA
+kywkycc,West Kentucky Community and Technical College,Paducah,KY,USA
+labossi,Bossier Parish Community College,Bossier City,LA,USA
+lacollege,Louisiana College,Pineville,LA,USA
+ladelga,Delgado Community College,New Orleans,LA,USA
+lafayette,Lafayette College,Easton,PA,USA
+lakeforest,Lake Forest College,Lake Forest,IL,USA
+lamar,Lamar University,Beaumont,TX,USA
+lambuthtn,Lambuth University,Jackson,TN,USA
+lanecol,Lane College,Jackson,TN,USA
+lasalle,LaSalle University,Philadelphia,PA,USA
+latech,Louisiana Tech University,Ruston,LA,USA
+laverneca,University of La Verne,La Verne,CA,USA
+lebvalley,Lebanon Valley College,Annville,PA,USA
+lee,Lee University,Cleveland,TN,USA
+lehigh,Lehigh University,Bethlehem,PA,USA
+lemoyne,LeMoyne College,Syracuse,NY,USA
+lemoynowen,LeMoyne-Owen College,Memphis,TN,USA
+lenoirrhyn,Lenoir-Rhyne College,Hickory,NC,USA
+lewclarkor,Lewis and Clark College,Portland,OR,USA
+lewclarkst,Lewis-Clark State College,Lewiston,ID,USA
+lewisil,Lewis University,Romeoville,IL,USA
+liberty,Liberty University,Lynchburg,VA,USA
+lincolnlandcc,Lincoln Land Community College,Springfield,IL,USA
+lincolnmem,Lincoln Memorial University,Harrogate,TN,USA
+lincolnmo,Lincoln University,Jefferson City,MO,USA
+linfieldor,Linfield College,McMinnville,OR,USA
+lipscomb,Lipscomb University,Nashville,TN,USA
+lockhaven,Lock Haven University of Pennsylvania,Lock Haven,PA,USA
+longbeach,California State University Long Beach,Long Beach,CA,USA
+longisland,"Long Island University, Brooklyn Campus",Brooklyn,NY,USA
+longwoodva,Longwood University,Farmville,VA,USA
+lorasia,Loras College,Dubuque,IA,USA
+louisville,University of Louisville,Louisville,KY,USA
+loyolachi,Loyola University Chicago,Chicago,IL,USA
+loyolamary,Loyola Marymount University,Los Angeles,CA,USA
+loyolamd,Loyola College in Maryland,Baltimore,MD,USA
+loyolano,Loyola University New Orleans,New Orleans,LA,USA
+lsu,Louisiana State University,Baton Rouge,LA,USA
+lubbchrist,Lubbock Christian University,Lubbock,TX,USA
+lutheria,Luther College,Decorah,IA,USA
+lycomingpa,Lycoming College,Williamsport,PA,USA
+lynchbrgva,Lynchburg College,Lynchburg,VA,USA
+maassum,Assumption College,Worcester,MA,USA
+macmurryil,MacMurray College,Jacksonville,IL,USA
+macollege,Massachusetts College of Liberal Arts,North Adams,MA,USA
+madeajc,Dean College,Franklin,MA,USA
+maemers,Emerson College,Boston,MA,USA
+maine,University of Maine at Orono,Orono,ME,USA
+malowete,Lowell Technological Institute,Lowell,MA,USA
+mamassa,Massasoit Community College,Brockton,MA,USA
+mamerri,Merrimack College,North Andover,MA,USA
+mamiddl,Middlesex Community College,Bedford,MA,USA
+manchester,Manchester College,North Manchester,IN,USA
+manecco,Northern Essex Community College,Haverhill,MA,USA
+manhattan,Manhattan College,New York,NY,USA
+mankatost,"Minnesota State University, Mankato",Mankato,MN,USA
+manscco,North Shore Community College,Danvers,MA,USA
+mansfield,Mansfield University of Pennsylvania,Mansfield,PA,USA
+maquins,Quinsigamond Community College,Worcester,MA,USA
+mariettaoh,Marietta College,Marietta,OH,USA
+marquette,Marquette University,Milwaukee,WI,USA
+marshall,Marshall University,Huntington,WV,USA
+maryhrdbay,University of Mary Hardin-Baylor,Belton,TX,USA
+maryland,University of Maryland,College Park,MD,USA
+masslowell,University of Massachusetts Lowell,Lowell,MA,USA
+mastersca,The Master's College,Santa Clarita,CA,USA
+mcdaniel,McDaniel College,Westminster,MD,USA
+mcmgccc,Mississippi Gulf Coast Community College,Perkinston,MS,USA
+mcneese,McNeese State University,Lake Charles,LA,USA
+mdaacco,Anne Arundel Community College,Arnold,MD,USA
+mdbalcc,Baltimore City Community College,Baltimore,MD,USA
+mdbalti,University of Baltimore,Baltimore,MD,USA
+mdccbcc,"Community College of Baltimore County, Catonsville Campus",Catonsville,MD,USA
+mdccbce,"Community College of Baltimore County, Essex Campus",Essex,MD,USA
+mdcecil,Cecil Community College,North East,MD,USA
+mdcolsm,College of Southern Maryland,La Plata,MD,USA
+mdfrost,Frostburg State University,Frostburg,MD,USA
+mdgarre,Garrett Community College,McHenry,MD,USA
+mdhager,Hagerstown Community College,Hagerstown,MD,USA
+mdmdbal,University of Maryland Baltimore,Baltimore,MD,USA
+mdmontg,"Montgomery College, Rockville Campus",Rockville,MD,USA
+mdrockh,Rock Hill College,Ellicott City,MD,USA
+mdstjoh,St. John's College,Annapolis,MD,USA
+memphis,University of Memphis,Memphis,TN,USA
+meramec,"St. Louis Community College, Meramec Campus",Kirkwood,MO,USA
+mercer,Mercer University,Macon,GA,USA
+mercyhurst,Mercyhurst College,Erie,PA,USA
+mericke,Ricker College,Houlton,ME,USA
+mesast,Mesa State College,Grand Junction,CO,USA
+messiah,Messiah College,Grantham,PA,USA
+mestjos,St. Joseph's College,Standish,ME,USA
+mewestb,Westbrook College,Portland,ME,USA
+miamidade,Miami-Dade College,Miami,FL,USA
+miamifl,University of Miami,Coral Gables,FL,USA
+miamioh,Miami University of Ohio,Oxford,OH,USA
+michigan,University of Michigan,Ann Arbor,MI,USA
+michiganst,Michigan State University,East Lansing,MI,USA
+middlbryvt,Middlebury College,Middlebury,VT,USA
+midetrte,Detroit Institute of Technology,Detroit,MI,USA
+midlndluth,Midland Lutheran College,Fremont,NE,USA
+migocco,Glen Oaks Community College,Centreville,MI,USA
+migrand,Grand Rapids Community College,Grand Rapids,MI,USA
+mihenry,Henry Ford Community College,Dearborn,MI,USA
+mikalam,Kalamazoo Valley Community College,Kalamazoo,MI,USA
+millersvil,Millersville University of Pennsylvania,Millersville,PA,USA
+milligantn,Milligan College,Milligan College,TN,USA
+millikin,Millikin University,Decatur,IL,USA
+millsapsms,Millsaps College,Jackson,MS,USA
+milmich,Lake Michigan College,Benton Harbor,MI,USA
+mimacom,Macomb Community College,Warren,MI,USA
+mimuske,Muskegon Community College,Muskegon,MI,USA
+minnesota,University of Minnesota,Minneapolis,MN,USA
+minorth,Northern Michigan University,Marquette,MI,USA
+mioakla,Oakland Community College,Farmington Hills,MI,USA
+missouri,University of Missouri Columbia,Columbia,MO,USA
+missst,Mississippi State University,Mississippi State,MS,USA
+mistcla,St. Clair County Community College,Port Huron,MI,USA
+mit,Massachusetts Institute of Technology,Cambridge,MA,USA
+mnbemid,Bemidji State University,Bemidji,MN,USA
+mnmesabi,Mesabi Range Community and Technical College,Virginia,MN,USA
+mnmoorh,"Minnesota State University, Moorhead",Moorhead,MN,USA
+mnmorris,"University of Minnesota, Morris",Morris,MN,USA
+mnnorma,Normandale Community College,Bloomington,MN,USA
+mnparke,Parker College,Winnebago,MN,USA
+mntclairst,Montclair State University,Montclair,NJ,USA
+mobileal,University of Mobile,Mobile,AL,USA
+moconco,Concordia Seminary-St. Louis,St. Louis,MO,USA
+mocrowd,Crowder College,Neosho,MO,USA
+moculve,Culver-Stockton College,Canton,MO,USA
+modrury,Drury University,Springfield,MO,USA
+moeastc,East Central College,Union,MO,USA
+mofores,"St. Louis Community College, Forest Park Campus",St. Louis,MO,USA
+moharri,Harris-Stowe State College,St. Louis,MO,USA
+mojcjco,Jefferson City Junior College,Jefferson City,MO,USA
+mojeffe,Jefferson College,Hillsboro,MO,USA
+molongv,Longview Community College,Kansas City,MO,USA
+momaple,Maple Woods Community College,Kansas City,MO,USA
+mominer,Mineral Area College,Park Hills,MO,USA
+monmouth,Monmouth University,West Long Branch,NJ,USA
+monroecc,Monroe Community College,Rochester,NY,USA
+montevallo,University of Montevallo,Montevallo,AL,USA
+montreatnc,Montreat College,Montreat,NC,USA
+morehead,Morehead State University,Morehead,KY,USA
+morehouse,Morehouse College,Atlanta,GA,USA
+morganst,Morgan State University,Baltimore,MD,USA
+morolla,Missouri University of Science and Technology,Rolla,MO,USA
+mosouthern,Missouri Southern State University,Joplin,MO,USA
+motarki,Tarkio College,Tarkio,MO,USA
+mothree,Three Rivers Community College,Poplar Bluff,MO,USA
+movalley,Missouri Valley College,Marshall,MO,USA
+mowestern,Missouri Western State University,St. Joseph,MO,USA
+mrningside,Morningside College,Sioux City,IA,USA
+mryvilletn,Maryville College,Maryville,TN,USA
+mscollege,Mississippi College,Clinton,MS,USA
+mscopia,Copiah-Lincoln Community College,Wesson,MS,USA
+mseccco,East Central Community College,Decatur,MS,USA
+msgcmac,Gulf Coast Military Academy,Gulfport,MS,USA
+mshinds,Hinds Community College,Raymond,MS,USA
+msholme,Holmes Community College,Ridgeland,MS,USA
+msitawa,Itawamba Community College,Fulton,MS,USA
+msmdcco,Mississippi Delta Community College,Moorhead,MS,USA
+msmerid,Meridian Community College,Meridian,MS,USA
+msnwmcc,Northwest Mississippi Community College,Senatobia,MS,USA
+mspearl,Pearl River Community College,Poplarville,MS,USA
+msswmcc,Southwest Mississippi Community College,Summit,MS,USA
+mstupel,Tupelo Military Institute,Tupelo,MS,USA
+mtennst,Middle Tennessee State University,Murfreesboro,TN,USA
+mtolive,Mount Olive College,Mount Olive,NC,USA
+mtstmarys,Mount St. Mary's University,Emmitsburg,MD,USA
+mtunionoh,Mount Union College,Alliance,OH,USA
+mtvernnaz,Mount Vernon Nazarene University,Mount Vernon,OH,USA
+muhlenberg,Muhlenberg College,Allentown,PA,USA
+murrayst,Murray State University,Murray,KY,USA
+muskingum,Muskingum College,New Concord,OH,USA
+nalabama,University of North Alabama,Florence,AL,USA
+narizona,Northern Arizona University,Flagstaff,AZ,USA
+navy,United States Naval Academy,Annapolis,MD,USA
+ncat,North Carolina A&T State University,Greensboro,NC,USA
+ncbreva,Brevard College,Brevard,NC,USA
+ncchowa,Chowan College,Murfreesboro,NC,USA
+ncentralil,North Central College,Naperville,IL,USA
+nclouis,Louisburg College,Louisburg,NC,USA
+ncmarsh,Mars Hill College,Mars Hill,NC,USA
+ncolorado,University of Northern Colorado,Greeley,CO,USA
+ncpitcc,Pitt Community College,Winterville,NC,USA
+ncruthe,Rutherford College,Rutherford College,NC,USA
+ncstand,St. Andrews Presbyterian College,Laurinburg,NC,USA
+ncstate,North Carolina State University,Raleigh,NC,USA
+ncuncpe,University of North Carolina at Pembroke,Pembroke,NC,USA
+ncweave,Weaver College,Weaverville,NC,USA
+ndstate,North Dakota State University,Fargo,ND,USA
+ndunind,University of North Dakota,Grand Forks,ND,USA
+neastern,Northeastern University,Boston,MA,USA
+nebellevue,Bellevue University,Bellevue,NE,USA
+nebkearney,University of Nebraska at Kearney,Kearney,NE,USA
+nebomaha,University of Nebraska at Omaha,Omaha,NE,USA
+nebraska,University of Nebraska at Lincoln,Lincoln,NE,USA
+nedoane,Doane College,Crete,NE,USA
+nehasti,Hastings College,Hastings,NE,USA
+neillinois,Northeastern Illinois University,Chicago,IL,USA
+nepersh,John J Pershing College,Beatrice,NE,USA
+nevada,University of Nevada-Reno,Reno,NV,USA
+newberry,Newberry College,Newberry,SC,USA
+newesleyan,Nebraska Wesleyan University,Lincoln,NE,USA
+neweste,Western Nebraska Community College,Scottsbluff,NE,USA
+newhamp,University of New Hampshire,Durham,NH,USA
+newhaven,University of New Haven,West Haven,CT,USA
+newyorku,New York University,New York,NY,USA
+nflorida,University of North Florida,Jacksonville,FL,USA
+niagara,Niagara University,Lewiston,NY,USA
+nicholls,Nicholls State University,Thibodaux,LA,USA
+nillinois,Northern Illinois University,DeKalb,IL,USA
+niowa,University of Northern Iowa,Cedar Falls,IA,USA
+njberge,Bergen Community College,Paramus,NJ,USA
+njborde,Bordentown Military Institute,Bordentown,NJ,USA
+njbrook,Brookdale Community College,Lincroft,NJ,USA
+njburli,Burlington County College,Pemberton,NJ,USA
+njcamde,Camden County College,Blackwood,NJ,USA
+njccmor,County College of Morris,Randolph,NJ,USA
+njcente,Centenary College,Hackettstown,NJ,USA
+njcity,New Jersey City University,Jersey City,NJ,USA
+njglouc,Gloucester County College,Sewell,NJ,USA
+njmerce,Mercer County Community College,West Windsor,NJ,USA
+njmiddl,Middlesex County Community College,Edison,NJ,USA
+njricha,Richard Stockton College of New Jersey,Pomona,NJ,USA
+njupsal,Upsala College,East Orange,NJ,USA
+nkentucky,Northern Kentucky University,Highland Heights,KY,USA
+nmeaste,Eastern New Mexico University,Portales,NM,USA
+nmexico,University of New Mexico,Albuquerque,NM,USA
+nmhighland,New Mexico Highlands University,Las Vegas,NM,USA
+nmmilin,New Mexico Military Institute,Roswell,NM,USA
+nmnmjco,New Mexico Junior College,Hobbs,NM,USA
+nmsouth,College of the Southwest,Hobbs,NM,USA
+nmstate,New Mexico State University,Las Cruces,NM,USA
+norfolkst,Norfolk State University,Norfolk,VA,USA
+norleans,University of New Orleans,New Orleans,LA,USA
+northwood,Northwood University,Midland,MI,USA
+norwichvt,Norwich University,Northfield,VT,USA
+notredame,University of Notre Dame,South Bend,IN,USA
+ntexas,University of North Texas,Denton,TX,USA
+nvsouth,College of Southern Nevada,Henderson,NV,USA
+nwestern,Northwestern University,Evanston,IL,USA
+nwmost,Northwest Missouri State University,Maryville,MO,USA
+nwokstate,Northwestern Oklahoma State University,Alva,OK,USA
+nwstate,Northwestern State University of Louisiana,Natchitoches,LA,USA
+nybrock,State University of New York at Brockport,Brockport,NY,USA
+nycortland,State University of New York at Cortland,Cortland,NY,USA
+nydutch,Dutchess Community College,Poughkeepsie,NY,USA
+nyeriec,Erie Community College,Buffalo,NY,USA
+nyfredonia,State University of New York at Fredonia,Fredonia,NY,USA
+nykbcco,Kingsborough Community College,Brooklyn,NY,USA
+nylehma,Lehman College,Bronx,NY,USA
+nymarit,Maritime College,Throggs Neck,NY,USA
+nymercy,Mercy College,Dobbs Ferry,NY,USA
+nymohaw,Mohawk Valley Community College,Utica,NY,USA
+nynassa,Nassau Community College,Garden City,NY,USA
+nyoneonta,State University of New York at Oneonta,Oneonta,NY,USA
+nyonond,Onondaga Community College,Syracuse,NY,USA
+nyrockl,Rockland Community College,Suffern,NY,USA
+nysuffo,Suffolk County Community College,Brentwood,NY,USA
+nytech,New York Institute of Technology,Old Westbury,NY,USA
+nyuroch,University of Rochester,Rochester,NY,USA
+oakland,Oakland University,Rochester,MI,USA
+oberlinoh,Oberlin College,Oberlin,OH,USA
+occidental,Occidental College,Los Angeles,CA,USA
+oglethrpga,Oglethorpe University,Atlanta,GA,USA
+ohcapit,Capital University,Bexley,OH,USA
+ohcaset,Case Institute of Applied Sciences,Cleveland,OH,USA
+ohcuyah,Cuyahoga Community College,Cleveland,OH,USA
+ohdominican,Ohio Dominican University,Columbus,OH,USA
+ohgiffi,Giffin Junior College,Van Wert,OH,USA
+ohio,Ohio University,Athens,OH,USA
+ohiost,The Ohio State University,Columbus,OH,USA
+ohjohnc,John Carroll University,University Heights,OH,USA
+ohlakel,Lakeland Community College,Kirtland,OH,USA
+ohlerie,Lake Erie College,Painesville,OH,USA
+ohnorth,Ohio Northern University,Ada,OH,USA
+ohsincl,Sinclair Community College,Dayton,OH,USA
+ohvalley,Ohio Valley College,Vienna,WV,USA
+ohwesleyan,Ohio Wesleyan University,Delaware,OH,USA
+okbapti,Oklahoma Baptist University,Shawnee,OK,USA
+okcity,Oklahoma City University,Oklahoma City,OK,USA
+okconno,Connors State College,Warner,OK,USA
+okeaste,East Oklahoma State College,Wilburton,OK,USA
+oklahoma,University of Oklahoma,Norman,OK,USA
+okmurra,Murray State College,Tishomingo,OK,USA
+okneoam,Northeast Oklahoma A&M College,Miami,OK,USA
+oknestu,Northeastern State University,Tahlequah,OK,USA
+okocsw,Oklahoma City Southwestern College,Oklahoma City,OK,USA
+okroger,Rogers State University,Claremore,OK,USA
+oksemin,Seminole State College,Seminole,OK,USA
+okstate,Oklahoma State University,Stillwater,OK,USA
+okwesle,Oklahoma Wesleyan University,Bartlesville,OK,USA
+okweste,Western Oklahoma State College,Altus,OK,USA
+olddom,Old Dominion University,Norfolk,VA,USA
+olemiss,University of Mississippi,Oxford,MS,USA
+olivetmi,Olivet College,Olivet,MI,USA
+olivetnaz,Olivet Nazarene University,Bourbonnais,IL,USA
+oralrob,Oral Roberts University,Tulsa,OK,USA
+orbluem,Blue Mountain Community College,Pendleton,OR,USA
+orcheme,Chemeketa Community College,Salem,OR,USA
+orcorba,Corban College,Salem,OR,USA
+oregon,University of Oregon,Eugene,OR,USA
+oregonst,Oregon State University,Corvallis,OR,USA
+orlinnb,Linn-Benton Community College,Albany,OR,USA
+ormount,Mount Hood Community College,Gresham,OR,USA
+ortreas,Treasure Valley Community College,Ontario,OR,USA
+orweste,Western Oregon University,Monmouth,OR,USA
+otterbein,Otterbein College,Westerville,OH,USA
+ouachitab,Ouachita Baptist University,Arkadelphia,AR,USA
+oxnard,Oxnard College,Oxnard,CA,USA
+ozarks,University of the Ozarks,Clarksville,AR,USA
+paalleb,"Community College of Allegheny County, Boyce Campus",Monroeville,PA,USA
+paalles,"Community College of Allegheny County, South Campus",West Mifflin,PA,USA
+pabeave,Community College of Beaver County,Monaca,PA,USA
+pabucks,Bucks County Community College,Lewisburg,PA,USA
+pabutle,Butler County Community College,Butler,PA,USA
+pacarli,Carlisle Indian Industrial School,Carlisle,PA,USA
+paccphi,Community College of Philadelphia,Philadelphia,PA,USA
+pacheyn,Cheyney University,Cheyney,PA,USA
+pacific,University of the Pacific,Stockton,CA,USA
+pacificor,Pacific University,Forest Grove,OR,USA
+padelaw,Delaware County Community College,Marple,PA,USA
+padesal,DeSales University,Center Valley,PA,USA
+pahahne,Hahnemann University,Philadelphia,PA,USA
+pahaver,Haverford College in Pennsylvania,Haverford,PA,USA
+palaroc,LaRoche College,Pittsburgh,PA,USA
+palinco,Lincoln University,Lincoln University,PA,USA
+paschuy,Schuylkill College,Reading,PA,USA
+pavolan,Volant College,Volant,PA,USA
+pbsc,Palm Beach Community College,Lake Worth,FL,USA
+pennst,Pennsylvania State University,State College,PA,USA
+pepperdine,Pepperdine University,Malibu,CA,USA
+pfeiffer,Pfeiffer University,Misenheimer,NC,USA
+philly,Philadelphia University,Philadelphia,PA,USA
+philsmith,Philander Smith College,Little Rock,AR,USA
+piedmontga,Piedmont College,Demorest,GA,USA
+pittsbst,Pittsburg State University,Pittsburg,KS,USA
+pittsburgh,University of Pittsburgh,Pittsburgh,PA,USA
+plymouth,Plymouth State College,Plymouth,NH,USA
+pompitzer,Pomona College/Pitzer College,Claremont,CA,USA
+portland,University of Portland,Portland,OR,USA
+portlandst,Portland State University,Portland,OR,USA
+prairview,Prairie View A&M University,Prairie View,TX,USA
+presbytrn,Presbyterian College,Clinton,SC,USA
+princeton,Princeton University,Princeton,NJ,USA
+providence,Providence College,Providence,RI,USA
+psubehrend,"Penn State Erie, the Behrend College of Pennsylvania State University",Erie,PA,USA
+ptlomanaz,Point Loma Nazarene University,San Diego,CA,USA
+ptparkpa,Point Park University,Pittsburgh,PA,USA
+pugetsound,University of Puget Sound,Tacoma,WA,USA
+purdue,Purdue University,West Lafayette,IN,USA
+quincy,Quincy University,Quincy,IL,USA
+quinnipiac,Quinnipiac College,Hamden,CT,USA
+radford,Radford University,Radford,VA,USA
+ramaponj,Ramapo College,Mahwah,NJ,USA
+randmacon,Randolph-Macon College,Ashland,VA,USA
+rhodeisle,University of Rhode Island,Kingston,RI,USA
+rhodestn,Rhodes College,Memphis,TN,USA
+ric,Rhode Island College,Providence,RI,USA
+rice,Rice University,Houston,TX,USA
+richmond,University of Richmond,Richmond,VA,USA
+rider,Rider University,Lawrenceville,NJ,USA
+riogrande,University of Rio Grande,Rio Grande,OH,USA
+riponwi,Ripon College,Ripon,WI,USA
+riroger,Roger Williams University,Bristol,RI,USA
+roanokeva,Roanoke College,Salem,VA,USA
+robertmor,Robert Morris University,Moon Township,PA,USA
+rockhurst,Rockhurst University,Kansas City,MO,USA
+rollins,Rollins College,Winter Park,FL,USA
+rosehulman,Rose-Hulman Institute of Technology,Terre Haute,IN,USA
+rowannj,Rowan University,Glassboro,NJ,USA
+rutgers,"Rutgers, the State University of New Jersey",New Brunswick,NJ,USA
+sacstate,California State University Sacramento,Sacramento,CA,USA
+saginawval,Saginaw Valley State University,Saginaw,MI,USA
+salabama,University of South Alabama,Mobile,AL,USA
+salemintl,Salem International University,Salem,WV,USA
+samford,Samford University,Birmingham,AL,USA
+samhouston,Sam Houston State University,Huntsville,TX,USA
+sandiego,University of San Diego,San Diego,CA,USA
+sandiegost,San Diego State University,San Diego,CA,USA
+sanfran,University of San Francisco,San Francisco,CA,USA
+sanfranst,San Francisco State University,San Francisco,CA,USA
+sanjosest,San Jose State University,San Jose,CA,USA
+santaclara,Santa Clara University,Santa Clara,CA,USA
+sarkansas,Southern Arkansas University,Magnolia,AR,USA
+savcolad,Savannah College of Arts and Design,Savannah,GA,USA
+scarolina,University of South Carolina,Columbia,SC,USA
+scfranc,Francis Marion University,Florence,SC,USA
+schreiner,Schreiner University,Kerrville,TX,USA
+sclimes,Limestone College,Gaffney,SC,USA
+scranton,University of Scranton,Scranton,PA,USA
+scspart,Spartanburg Methodist College,Spartanburg,SC,USA
+scstate,South Carolina State University,Orangeburg,SC,USA
+scupsta,University of South Carolina Upstate,Spartanburg,SC,USA
+sdakotast,South Dakota State University,Brookings,SD,USA
+sdcity,San Diego City College,San Diego,CA,USA
+seattle,Seattle University,Seattle,WA,USA
+sefl,Southeastern University,Lakeland,FL,USA
+sela,Southeastern Louisiana University,Hammond,LA,USA
+seminolecc,Seminole Community College,Sanford,FL,USA
+semost,Southeast Missouri State University,Cape Girardeau,MO,USA
+seoklahoma,Southeastern Oklahoma State University,Durant,OK,USA
+setonhall,Seton Hall University,South Orange,NJ,USA
+sfaustin,Stephen F Austin State University,Nacogdoches,TX,USA
+sfcc,South Florida Community College,Avon Park,FL,USA
+sflorida,University of South Florida,Tampa,FL,USA
+shaw,Shaw University,Raleigh,NC,USA
+shenandoah,Shenandoah University,Winchester,VA,USA
+shepherdwv,Shepherd College,Shepherdstown,WV,USA
+shipnsburg,Shippensburg University of Pennsylvania,Shippensburg,PA,USA
+shorterga,Shorter College,Rome,GA,USA
+siena,Siena College,Loudonville,NY,USA
+silledward,Southern Illinois University Edwardsville,Edwardsville,IL,USA
+sillinois,Southern Illinois University Carbondale,Carbondale,IL,USA
+sindiana,University of Southern Indiana,Evansville,IN,USA
+sliprock,Slippery Rock University of Pennsylvania,Slippery Rock,PA,USA
+smaine,University of Southern Maine,Gorham,ME,USA
+smethodist,Southern Methodist University,Dallas,TX,USA
+smiss,University of Southern Mississippi,Hattiesburg,MS,USA
+sonomast,Sonoma State University,Rohnert Park,CA,USA
+southernu,Southern University and A&M College,Baton Rouge,LA,USA
+springhill,Spring Hill College,Mobile,AL,USA
+sprngfldma,Springfield College,Springfield,MA,USA
+stambrseia,St. Ambrose University,Davenport,IA,USA
+stanford,Stanford University,Palo Alto,CA,USA
+stanselm,St. Anselm College,Manchester,NH,USA
+staugustne,St. Augustine's College,Raleigh,NC,USA
+stbonny,St. Bonaventure University,St. Bonaventure,NY,USA
+stcloudst,St.Cloud State University,St. Cloud,MN,USA
+stedwardtx,St. Edward's University,Austin,TX,USA
+sterlingks,Sterling University,Sterling,KS,USA
+stetson,Stetson University,DeLand,FL,USA
+stfranny,St. Francis University,Brooklyn,NY,USA
+stfranpa,St. Francis University,Loretto,PA,USA
+stfrncisil,University of St. Francis,Joliet,IL,USA
+stjohns,St. John's University,Queens,NY,USA
+stjosephin,St. Joseph's College,Rensselaer,IN,USA
+stjosephs,St. Joseph's University,Philadelphia,PA,USA
+stlawrence,St. Lawrence University,Canton,NY,USA
+stleo,St. Leo College,St. Leo,FL,USA
+stlouis,St. Louis University,St. Louis,MO,USA
+stmartinwa,St. Martin's College,Lacey,WA,USA
+stmarysca,St. Mary's College of California,Moraga,CA,USA
+stmarysmn,St. Mary's University of Minnesota,Winona,MN,USA
+stmarytx,St. Mary's University,San Antonio,TX,USA
+stmichaels,St. Michael's College,Colchester,VT,USA
+stonybrook,Stony Brook University,Stony Brook,NY,USA
+stpeters,St. Peter's College,Jersey City,NJ,USA
+strose,College of St. Rose,Albany,NY,USA
+stthomasfl,St. Thomas University,Miami Gardens,FL,USA
+stthomasmn,University of St. Thomas,St. Paul,MN,USA
+stxavieril,St. Xavier University,Orland Park,IL,USA
+sulrossst,Sul Ross State University,Alpine,TX,USA
+sunybing,State University of New York at Binghamton,Binghamton,NY,USA
+sunybuff,"University at Buffalo, State University of New York",Buffalo,NY,USA
+susquehnna,Susquehanna University,Selinsgrove,PA,USA
+sutah,Southern Utah University,Cedar City,UT,USA
+swarthmore,Swarthmore College,Swarthmore,PA,USA
+swesternks,Southwestern College,Winfield,KS,USA
+swesterntx,Southwestern University,Georgetown,TX,USA
+swmost,Missouri State University,Springfield,MO,USA
+swoklahoma,Southwestern Oklahoma State University,Weatherford,OK,USA
+swtexas,Texas State University,San Marcos,TX,USA
+syracuse,Syracuse University,Syracuse,NY,USA
+tampa,University of Tampa,Tampa,FL,USA
+tamucomm,Texas A&M University-Commerce,Commerce,TX,USA
+tamukvill,Texas A&M University-Kingsville,Kingsville,TX,USA
+tarletonst,Tarleton State University,Stephenville,TX,USA
+temple,Temple University,Philadelphia,PA,USA
+tennessee,University of Tennessee,Knoxville,TN,USA
+tennst,Tennessee State University,Nashville,TN,USA
+texas,University of Texas at Austin,Austin,TX,USA
+texasam,Texas A&M University,College Station,TX,USA
+thielpa,Thiel College,Greenville,PA,USA
+thomasmore,Thomas More College,Crestview Hills,KY,USA
+tnchatt,Chattanooga State Technical Community College,Chattanooga,TN,USA
+tnchris,Christian Brothers University,Memphis,TN,USA
+tncleve,Cleveland State Community College,Cleveland,TN,USA
+tncolum,Columbia State Community College,Columbia,TN,USA
+tnhiwas,Hiwassee College,Madisonville,TN,USA
+tnjacks,Jackson State Community College,Jackson,TN,USA
+tnkingc,King College,Bristol,TN,USA
+tnmotlo,Motlow State Community College,Lynchburg,TN,USA
+tnswten,Southwest Tennessee Community College,Memphis,TN,USA
+tntech,Tennessee Technological University,Cookeville,TN,USA
+tntenme,University of Tennessee Health Science Center,Memphis,TN,USA
+tnvolun,Volunteer State Community College,Gallatin,TN,USA
+tnwesleyan,Tennessee Wesleyan College,Athens,TN,USA
+toledo,University of Toledo,Toledo,OH,USA
+towson,Towson University,Towson,MD,USA
+trinityct,Trinity College,Hartford,CT,USA
+trinitytx,Trinity University,San Antonio,TX,USA
+trnsylvnia,Transylvania University,Lexington,KY,USA
+troyst,Troy University,Troy,AL,USA
+trumanst,Truman State University,Kirksville,MO,USA
+tuftsma,Tufts University,Medford,MA,USA
+tulane,Tulane University,New Orleans,LA,USA
+tulsa,University of Tulsa,Tulsa,OK,USA
+tusculum,Tusculum College,Greenville,TN,USA
+tuskegee,Tuskegee University,Tuskegee,AL,USA
+txalvin,Alvin Community College,Alvin,TX,USA
+txangel,Angelo State University,San Angelo,TX,USA
+txangjc,Angelina College,Lufkin,TX,USA
+txausti,Austin Community College,Austin,TX,USA
+txblinn,Blinn College,Brenham,TX,USA
+txburne,Burnetta College,Venus,TX,USA
+txchrist,Texas Christian University,Fort Worth,TX,USA
+txclare,Clarendon College,Clarendon,TX,USA
+txcoast,Coastal Bend College,Beeville,TX,USA
+txcolli,Collin College,Dallas,TX,USA
+txeastf,Eastfield College,Mesquite,TX,USA
+txelpas,El Paso Community College,El Paso,TX,USA
+txfrank,Frank Phillips College,Borger,TX,USA
+txgalve,Galveston College,Galveston,TX,USA
+txgrays,Grayson County College,Denison,TX,USA
+txhillj,Hill College,Hillsboro,TX,USA
+txhowar,Howard College,Big Spring,TX,USA
+txkilgo,Kilgore College,Kilgore,TX,USA
+txleejc,Lee College,Baytown,TX,USA
+txlonmo,Lon Morris College,Jacksonville,TX,USA
+txmclen,McLennan Community College,Waco,TX,USA
+txmcmur,McMurry University,Abilene,TX,USA
+txmerid,Meridian Junior College,Meridian,TX,USA
+txmidla,Midland College,Midland,TX,USA
+txnavar,Navarro College,Corsicana,TX,USA
+txnctjc,North Central Texas College,Gainesville,TX,USA
+txnetex,Northeast Texas Community College,Mount Pleasant,TX,USA
+txodess,Odessa College,Odessa,TX,USA
+txpanol,Panola College,Carthage,TX,USA
+txparis,Paris Junior College,Paris,TX,USA
+txpaulq,Paul Quinn College,Dallas,TX,USA
+txsajco,San Antonio College,San Antonio,TX,USA
+txsjjcn,"San Jacinto College, North Campus",Houston,TX,USA
+txsjjco,San Jacinto College,Pasadena,TX,USA
+txswtex,Southwest Texas Junior College,Uvalde,TX,USA
+txtech,Texas Tech University,Lubbock,TX,USA
+txtempl,Temple College,Temple,TX,USA
+txtexar,Texarkana College,Texarkana,TX,USA
+txtyler,Tyler Junior College,Tyler,TX,USA
+txverno,Vernon College,Vernon,TX,USA
+txweath,Weatherford College,Weatherford,TX,USA
+txwesle,Wesley College,Greenville,TX,USA
+txwesleyan,Texas Wesleyan University,Fort Worth,TX,USA
+txwestt,West Texas A&M University,Canyon,TX,USA
+txwhart,Wharton County Junior College,Wharton,TX,USA
+uab,University of Alabama at Birmingham,Birmingham,AL,USA
+ucdavis,"University of California, Davis",Davis,CA,USA
+ucirvine,"University of California, Irvine",Irvine,CA,USA
+ucla,"University of California, Los Angeles",Los Angeles,CA,USA
+uconn,University of Connecticut,Storrs,CT,USA
+ucriver,"University of California, Riverside",Riverside,CA,USA
+ucsb,"University of California, Santa Barbara",Santa Barbara,CA,USA
+ucsd,"University of California, San Diego",La Jolla,CA,USA
+ulala,University of Louisiana at Lafayette,Lafayette,LA,USA
+ulamo,University of Louisiana at Monroe,Monroe,LA,USA
+umass,University of Massachusetts Amherst,Amherst,MA,USA
+umassdartm,University of Massachusetts Dartmouth,North Dartmouth,MA,USA
+umbc,"University of Maryland, Baltimore County",Baltimore,MD,USA
+umes,University of Maryland Eastern Shore,Princess Anne,MD,USA
+umkc,University of Missouri Kansas City,Kansas City,MO,USA
+unc,University of North Carolina at Chapel Hill,Chapel Hill,NC,USA
+uncashe,University of North Carolina at Asheville,Asheville,NC,USA
+uncgreen,University of North Carolina at Greensboro,Greensboro,NC,USA
+uncwilm,University of North Carolina at Wilmington,Wilmington,NC,USA
+unionny,Union College,Schenectady,NY,USA
+uniontn,Union University,Jackson,TN,USA
+unlv,University of Nevada-Las Vegas,Las Vegas,NV,USA
+uofsouth,University of the South,Sewanee,TN,USA
+upenn,University of Pennsylvania,Philadelphia,PA,USA
+upperiowa,Upper Iowa University,Fayette,IA,USA
+ursinus,Ursinus College,Collegeville,PA,USA
+usc,University of Southern California,Los Angeles,CA,USA
+uscaiken,University of South Carolina Aiken,Aiken,SC,USA
+utah,University of Utah,Salt Lake City,UT,USA
+utahst,Utah State University,Logan,UT,USA
+utahvalley,Utah Valley State University,Orem,UT,USA
+utarl,University of Texas at Arlington,Arlington,TX,USA
+utchat,University of Tennessee at Chattanooga,Chattanooga,TN,USA
+utdixie,Dixie State College of Utah,St. George,UT,USA
+utep,University of Texas at El Paso,El Paso,TX,USA
+utpanam,University of Texas Pan American,Edinburg,TX,USA
+utslxxo,Salt Lake Community College,Salt Lake City,UT,USA
+utsnojc,Snow College,Ephraim,UT,USA
+vaappre,Newport News Apprentice School,Newport News,VA,USA
+vaemenn,Eastern Mennonite University,Harrisonburg,VA,USA
+valdostast,Valdosta State University,Valdosta,GA,USA
+valpo,Valparaiso University,Valparaiso,IN,USA
+vamedic,Medical College of Virginia,Richmond,VA,USA
+vandy,Vanderbilt University,Nashville,TN,USA
+vanguardca,Vanguard University of Southern California,Costa Mesa,CA,USA
+vatech,Virginia Polytechnic Institute and State University,Blacksburg,VA,USA
+vcu,Virginia Commonwealth University,Richmond,VA,USA
+vermont,University of Vermont,Burlington,VT,USA
+villanova,Villanova University,Villanova,PA,USA
+virginia,University of Virginia,Charlottesville,VA,USA
+virginiast,Virginia State University,Petersburg,VA,USA
+viterbowi,Viterbo University,La Crosse,WI,USA
+vmi,Virginia Military Institute,Lexington,VA,USA
+wabashin,Wabash College,Crawfordsville,IN,USA
+wabelle,Bellevue Community College,Bellevue,WA,USA
+wacentr,Centralia College,Centralia,WA,USA
+waclark,Clark College,Vancouver,WA,USA
+wacolum,Columbia Basin College,Pasco,WA,USA
+waedmon,Edmonds Community College,Lynnwood,WA,USA
+waevere,Everett Community College,Everett,WA,USA
+wagner,Wagner College,Staten Island,NY,USA
+wagreen,Green River Community College,Auburn,WA,USA
+wake,Wake Forest University,Winston-Salem,NC,USA
+walabama,University of West Alabama,Livingston,AL,USA
+walower,Lower Columbia College,Longview,WA,USA
+waolymp,Olympic College,Bremerton,WA,USA
+warnerpac,Warner Pacific College,Portland,OR,USA
+wasfcco,Spokane Falls Community College,Spokane,WA,USA
+washburn,Washburn University,Topeka,KS,USA
+washcollmd,Washington College,Chestertown,MD,USA
+washcolltn,Washington College,Jonesborough,TN,USA
+washington,University of Washington,Seattle,WA,USA
+washjeffpa,Washington and Jefferson College,Washington,PA,USA
+washleeva,Washington and Lee University,Lexington,VA,USA
+washore,Shoreline Community College,Shoreline,WA,USA
+washst,Washington State University,Pullman,WA,USA
+watacom,Tacoma Community College,Tacoma,WA,USA
+wawalla,Walla Walla Community College,Walla Walla,WA,USA
+wawenat,Wenatchee Valley College,Wenatchee,WA,USA
+wayakim,Yakima Valley Community College,Yakima,WA,USA
+waynesburg,Waynesburg College,Waynesburg,PA,USA
+waynest,Wayne State University,Detroit,MI,USA
+waynestne,Wayne State College,Wayne,NE,USA
+wcarolina,Western Carolina University,Cullowhee,NC,USA
+wchester,West Chester University of Pennsylvania,West Chester,PA,USA
+wconnst,Western Connecticut State University,Danbury,CT,USA
+weberst,Weber State College,Ogden,UT,USA
+wesleyanct,Wesleyan University,Middletown,CT,USA
+westmontca,Westmont College,Santa Barbara,CA,USA
+wflorida,University of West Florida,Pensacola,FL,USA
+wgeorgia,State University of West Georgia,Carrollton,GA,USA
+wheatonma,Wheaton College,Wheaton,MA,USA
+whitmanwa,Whitman College,Walla Walla,WA,USA
+whittierca,Whittier College,Whittier,CA,USA
+whitwrthwa,Whitworth College,Spokane,WA,USA
+wicarro,Carroll College,Waukesha,WI,USA
+wichitast,Wichita State University,Wichita,KS,USA
+widenerpa,Widener University,Chester,PA,USA
+wilacrosse,University of Wisconsin at La Crosse,La Crosse,WI,USA
+wilawre,Lawrence University,Appleton,WI,USA
+wilbrforce,Wilberforce University,Wilberforce,OH,USA
+wileytx,Wiley College,Marshall,TX,USA
+wilkespa,Wilkes University,Wilkes-Barre,PA,USA
+willamette,Willamette University,Salem,OR,USA
+williamsma,Williams College,Williamstown,MA,USA
+willinois,Western Illinois University,Macomb,IL,USA
+willmary,College of William and Mary,Williamsburg,VA,USA
+wingate,Wingate University,Wingate,NC,USA
+winstsalst,Winston-Salem State University,Winston-Salem,NC,USA
+winthrop,Winthrop University,Rock Hill,SC,USA
+wioshkosh,University of Wisconsin at Oshkosh,Oshkosh,WI,USA
+wisacre,Sacred Heart College,Watertown,WI,USA
+wisconsin,University of Wisconsin at Madison,Madison,WI,USA
+wistnor,St. Norbert College,De Pere,WI,USA
+wistvnspt,University of Wisconsin at Stevens Point,Stevens Point,WI,USA
+wisuperior,University of Wisconsin at Superior,Superior,WI,USA
+wittnbrgoh,Wittenberg University,Springfield,OH,USA
+wiwhitewtr,University of Wisconsin at Whitewater,Whitewater,WI,USA
+wkentucky,Western Kentucky University,Bowling Green,KY,USA
+wlibertyst,West Liberty State College,West Liberty,WV,USA
+wlmcarey,William Carey College,Hattiesburg,MS,USA
+wlmjewell,William Jewell College,Liberty,MO,USA
+wlmpennia,William Penn University,Oskaloosa,IA,USA
+wmichigan,Western Michigan University,Kalamazoo,MI,USA
+wminstermo,Westminster College,Fulton,MO,USA
+wminsterpa,Westminster College,New Wilmington,PA,USA
+wofford,Wofford College,Spartanburg,SC,USA
+woosteroh,College of Wooster,Wooster,OH,USA
+wpaterson,William Paterson University,Wayne,NJ,USA
+wrightst,Wright State University,Dayton,OH,USA
+wshngtonmo,Washington University in St. Louis,St. Louis,MO,USA
+wvirginia,West Virginia University,Morgantown,WV,USA
+wvpotom,Potomac State College,Keyser,WV,USA
+wvstate,West Virginia State University,Institute,WV,USA
+wvwesleyan,West Virginia Wesleyan College,Buckhannon,WV,USA
+wwashngton,Western Washington University,Bellingham,WA,USA
+wyoming,University of Wyoming,Laramie,WY,USA
+xavier,Xavier University,Cincinnati,OH,USA
+yale,Yale University,New Haven,CT,USA
+youngst,Youngstown State University,Youngstown,OH,USA

dacode/source/dm-csv-015/hashes.txt

@@ -0,0 +1,62 @@
+Current git commit:
+e83728394327f76dc9daec08451fddb57828d3c9
+
+Current input/ouput md5 hashes:
+MD5 (output/hashes.txt) = f25cf72e632da4d01c7f9a4df6f21648
+MD5 (output/readme.txt) = 871e195d4fe88ddab9f33c096084f75a
+MD5 (output/all_star.csv) = 552cd6988b58b7bf437f7b09c0bf88f5
+MD5 (output/appearances.csv) = 92f12e253d211126d93c17f760042702
+MD5 (output/batting.csv) = 93e0a44bd0fbe7154429123e6fb001bc
+MD5 (output/batting_postseason.csv) = 1c7236d3e1d10d742c156a256b8b5b4a
+MD5 (output/college.csv) = b9d802909cb2651eba86ccc3ec8e8666
+MD5 (output/fielding.csv) = 3243250e650fec3e20c3971a45ed6b66
+MD5 (output/fielding_outfield.csv) = e8af56be3df866c99445c410cc6e4b74
+MD5 (output/fielding_postseason.csv) = 0228b69a7fc268660e2a474662d34f85
+MD5 (output/hall_of_fame.csv) = 129d07ca77751f87ae30e2522e2a9bf2
+MD5 (output/home_game.csv) = 7f81e9eaa89be6f689bbb42237390595
+MD5 (output/manager.csv) = d418ac84deaebe591bd8a8b280613e84
+MD5 (output/manager_award.csv) = 3264d7433c224c38402bf7615ac900ac
+MD5 (output/manager_award_vote.csv) = 827475135ddabfee863208191141e796
+MD5 (output/manager_half.csv) = a22b9948cf1b79f1d84411eeaa8f722a
+MD5 (output/park.csv) = ba05bd9b2404a10bc3082b51d3fee0a4
+MD5 (output/pitching.csv) = fb76f031b53a74b786708442f3e6b860
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+MD5 (output/player.csv) = 170aaed44efa887d65d3adbb6e0d4946
+MD5 (output/player_award.csv) = 253c382bfc3321f257d2ef55e0244321
+MD5 (output/player_award_vote.csv) = f899214912d8fdddd33f74d2b900583c
+MD5 (output/player_college.csv) = b16e70ed7983c18ca7677ddb0cf733cf
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+MD5 (output/salary.csv) = 66a7a32603684c6e97bf1906cd688b2c
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+MD5 (output/team_half.csv) = 425ef7144bf7928ced47f8d5ece90cb9
+MD5 (output/database.sqlite) = c6690a4b426117cbf775120ee752ebae
+MD5 (input/baseball.zip) = 891bdda8704438d245b245102a810167
+MD5 (input/baseballdatabank-master/README.txt) = 13e841bfe44591bace23e570e72b3879
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+MD5 (input/baseballdatabank-master/core/CollegePlaying.csv) = 08b70cab0c28b5a4ffed30990a6f1150
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+MD5 (input/baseballdatabank-master/core/FieldingOF.csv) = 38e3354a83bc2a2e84fe44891f5ca204
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+MD5 (input/baseballdatabank-master/core/Managers.csv) = 4d3e11022fcc331e1730ff49c0431374
+MD5 (input/baseballdatabank-master/core/ManagersHalf.csv) = 869595ed29395d15657174ec78f6f237
+MD5 (input/baseballdatabank-master/core/Master.csv) = 8c947b6bdb41f0e0ca71122a8de954d0
+MD5 (input/baseballdatabank-master/core/Parks.csv) = 852e2ec695bf249fb803a16d5eb65472
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+MD5 (input/baseballdatabank-master/core/PitchingPost.csv) = 41dd5051250ad71573084ae8c236d40c
+MD5 (input/baseballdatabank-master/core/Salaries.csv) = ac0c2973c601e474e43f9f25dc0b0251
+MD5 (input/baseballdatabank-master/core/Schools.csv) = d1db0c252d8fe11967aff1b0ffaaef82
+MD5 (input/baseballdatabank-master/core/SeriesPost.csv) = fbea7d0fd87c000f13476174342a41ee
+MD5 (input/baseballdatabank-master/core/Teams.csv) = e991688d1ee3deec663bdda192dd2d61
+MD5 (input/baseballdatabank-master/core/TeamsFranchises.csv) = edcddbbabad7aff40eeffb5ec275b099
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+MD5 (input/baseballdatabank-master/core/readme2014.txt) = 665f31d923da64016133e859284775e1

dacode/source/dm-csv-015/manager_award.csv

@@ -0,0 +1,178 @@
+player_id,award_id,year,league_id,tie,notes
+larusto01,BBWAA Manager of the year,1983,AL,,
+lasorto01,BBWAA Manager of the year,1983,NL,,
+andersp01,BBWAA Manager of the year,1984,AL,,
+freyji99,BBWAA Manager of the year,1984,NL,,
+coxbo01,BBWAA Manager of the year,1985,AL,,
+herzowh01,BBWAA Manager of the year,1985,NL,,
+mcnamjo99,BBWAA Manager of the year,1986,AL,,
+lanieha01,BBWAA Manager of the year,1986,NL,,
+andersp01,BBWAA Manager of the year,1987,AL,,
+rodgebu01,BBWAA Manager of the year,1987,NL,,
+larusto01,BBWAA Manager of the year,1988,AL,,
+lasorto01,BBWAA Manager of the year,1988,NL,,
+robinfr02,BBWAA Manager of the year,1989,AL,,
+zimmedo01,BBWAA Manager of the year,1989,NL,,
+torboje01,BBWAA Manager of the year,1990,AL,,
+leylaji99,BBWAA Manager of the year,1990,NL,,
+kellyto01,BBWAA Manager of the year,1991,AL,,
+coxbo01,BBWAA Manager of the year,1991,NL,,
+larusto01,BBWAA Manager of the year,1992,AL,,
+leylaji99,BBWAA Manager of the year,1992,NL,,
+lamonge01,BBWAA Manager of the year,1993,AL,,
+bakerdu01,BBWAA Manager of the year,1993,NL,,
+showabu99,BBWAA Manager of the year,1994,AL,,
+aloufe01,BBWAA Manager of the year,1994,NL,,
+pinielo01,BBWAA Manager of the year,1995,AL,,
+baylodo01,BBWAA Manager of the year,1995,NL,,
+oatesjo01,BBWAA Manager of the year,1996,AL,Y,
+torrejo01,BBWAA Manager of the year,1996,AL,Y,
+bochybr01,BBWAA Manager of the year,1996,NL,,
+johnsda02,BBWAA Manager of the year,1997,AL,,
+bakerdu01,BBWAA Manager of the year,1997,NL,,
+torrejo01,BBWAA Manager of the year,1998,AL,,
+dierkla01,BBWAA Manager of the year,1998,NL,,
+williji03,BBWAA Manager of the year,1999,AL,,
+mckeoja99,BBWAA Manager of the year,1999,NL,,
+manueje01,BBWAA Manager of the year,2000,AL,,
+bakerdu01,BBWAA Manager of the year,2000,NL,,
+pinielo01,BBWAA Manager of the year,2001,AL,,
+bowala01,BBWAA Manager of the year,2001,NL,,
+sciosmi01,BBWAA Manager of the year,2002,AL,,
+larusto01,BBWAA Manager of the year,2002,NL,,
+penato01,BBWAA Manager of the year,2003,AL,,
+mckeoja99,BBWAA Manager of the year,2003,NL,,
+showabu99,BBWAA Manager of the year,2004,AL,,
+coxbo01,BBWAA Manager of the year,2004,NL,,
+guilloz01,BBWAA Manager of the year,2005,AL,,
+coxbo01,BBWAA Manager of the year,2005,NL,,
+leylaji99,BBWAA Manager of the year,2006,AL,,
+girarjo01,BBWAA Manager of the year,2006,NL,,
+wedgeer01,BBWAA Manager of the year,2007,AL,,
+melvibo01,BBWAA Manager of the year,2007,NL,,
+maddojo99,BBWAA Manager of the year,2008,AL,,
+pinielo01,BBWAA Manager of the year,2008,NL,,
+sciosmi01,BBWAA Manager of the year,2009,AL,,
+tracyji01,BBWAA Manager of the year,2009,NL,,
+gardero01,BBWAA Manager of the year,2010,AL,,
+blackbu02,BBWAA Manager of the year,2010,NL,,
+maddojo99,BBWAA Manager of the year,2011,AL,,
+gibsoki01,BBWAA Manager of the year,2011,NL,,
+melvibo01,BBWAA Manager of the year,2012,AL,,
+johnsda02,BBWAA Manager of the year,2012,NL,,
+francte01,BBWAA Manager of the year,2013,AL,,
+hurdlcl01,BBWAA Manager of the year,2013,NL,,
+mccarjo99,TSN Manager of the Year,1936,ML,,
+mckecbi01,TSN Manager of the Year,1937,ML,,
+mccarjo99,TSN Manager of the Year,1938,ML,,
+durocle01,TSN Manager of the Year,1939,ML,,
+mckecbi01,TSN Manager of the Year,1940,ML,,
+southbi01,TSN Manager of the Year,1941,ML,,
+southbi01,TSN Manager of the Year,1942,ML,,
+mccarjo99,TSN Manager of the Year,1943,ML,,
+sewellu01,TSN Manager of the Year,1944,ML,,
+bluegos01,TSN Manager of the Year,1945,ML,,
+dyered01,TSN Manager of the Year,1946,ML,,
+harribu01,TSN Manager of the Year,1947,ML,,
+meyerbi01,TSN Manager of the Year,1948,ML,,
+stengca01,TSN Manager of the Year,1949,ML,,
+rolfere01,TSN Manager of the Year,1950,ML,,
+durocle01,TSN Manager of the Year,1951,ML,,
+stanked01,TSN Manager of the Year,1952,ML,,
+stengca01,TSN Manager of the Year,1953,ML,,
+durocle01,TSN Manager of the Year,1954,ML,,
+alstowa01,TSN Manager of the Year,1955,ML,,
+tebbebi01,TSN Manager of the Year,1956,ML,,
+hutchfr01,TSN Manager of the Year,1957,ML,,
+stengca01,TSN Manager of the Year,1958,ML,,
+alstowa01,TSN Manager of the Year,1959,ML,,
+murtada01,TSN Manager of the Year,1960,ML,,
+houkra01,TSN Manager of the Year,1961,ML,,
+rignebi01,TSN Manager of the Year,1962,ML,,
+alstowa01,TSN Manager of the Year,1963,ML,,
+keanejo99,TSN Manager of the Year,1964,ML,,
+melesa01,TSN Manager of the Year,1965,ML,,
+bauerha01,TSN Manager of the Year,1966,ML,,
+willidi02,TSN Manager of the Year,1967,ML,,
+smithma01,TSN Manager of the Year,1968,ML,,
+hodgegi01,TSN Manager of the Year,1969,ML,,
+murtada01,TSN Manager of the Year,1970,ML,,
+foxch01,TSN Manager of the Year,1971,ML,,
+tannech01,TSN Manager of the Year,1972,ML,,
+mauchge01,TSN Manager of the Year,1973,ML,,
+virdobi01,TSN Manager of the Year,1974,ML,,
+johnsda01,TSN Manager of the Year,1975,ML,,
+ozarkda99,TSN Manager of the Year,1976,ML,,
+weaveea99,TSN Manager of the Year,1977,ML,,
+bambege01,TSN Manager of the Year,1978,ML,,
+weaveea99,TSN Manager of the Year,1979,ML,,
+virdobi01,TSN Manager of the Year,1980,ML,,
+martibi02,TSN Manager of the Year,1981,ML,,
+herzowh01,TSN Manager of the Year,1982,ML,,
+larusto01,TSN Manager of the Year,1983,ML,,
+freyji99,TSN Manager of the Year,1984,ML,,
+coxbo01,TSN Manager of the Year,1985,ML,,
+lanieha01,TSN Manager of the Year,1986,NL,,
+mcnamjo99,TSN Manager of the Year,1986,AL,,
+andersp01,TSN Manager of the Year,1987,AL,,
+rodgebu01,TSN Manager of the Year,1987,NL,,
+larusto01,TSN Manager of the Year,1988,AL,,
+leylaji99,TSN Manager of the Year,1988,NL,,
+robinfr02,TSN Manager of the Year,1989,AL,,
+zimmedo01,TSN Manager of the Year,1989,NL,,
+leylaji99,TSN Manager of the Year,1990,NL,,
+torboje01,TSN Manager of the Year,1990,AL,,
+coxbo01,TSN Manager of the Year,1991,NL,,
+kellyto01,TSN Manager of the Year,1991,AL,,
+larusto01,TSN Manager of the Year,1992,AL,,
+leylaji99,TSN Manager of the Year,1992,NL,,
+coxbo01,TSN Manager of the Year,1993,NL,,
+oatesjo01,TSN Manager of the Year,1993,AL,,
+aloufe01,TSN Manager of the Year,1994,NL,,
+showabu99,TSN Manager of the Year,1994,AL,,
+baylodo01,TSN Manager of the Year,1995,NL,,
+hargrmi01,TSN Manager of the Year,1995,AL,,
+bochybr01,TSN Manager of the Year,1996,NL,,
+oatesjo01,TSN Manager of the Year,1996,AL,,
+bakerdu01,TSN Manager of the Year,1997,NL,,
+johnsda02,TSN Manager of the Year,1997,AL,,
+bochybr01,TSN Manager of the Year,1998,NL,,
+torrejo01,TSN Manager of the Year,1998,AL,,
+coxbo01,TSN Manager of the Year,1999,NL,,
+williji03,TSN Manager of the Year,1999,AL,,
+bakerdu01,TSN Manager of the Year,2000,NL,,
+manueje01,TSN Manager of the Year,2000,AL,,
+bowala01,TSN Manager of the Year,2001,NL,,
+pinielo01,TSN Manager of the Year,2001,AL,,
+coxbo01,TSN Manager of the Year,2002,NL,,
+sciosmi01,TSN Manager of the Year,2002,AL,,
+coxbo01,TSN Manager of the Year,2003,NL,,
+penato01,TSN Manager of the Year,2003,AL,,
+coxbo01,TSN Manager of the Year,2004,NL,,
+gardero01,TSN Manager of the Year,2004,AL,,
+coxbo01,TSN Manager of the Year,2005,NL,,
+guilloz01,TSN Manager of the Year,2005,AL,,
+girarjo01,TSN Manager of the Year,2006,NL,,
+leylaji99,TSN Manager of the Year,2006,AL,,
+melvibo01,TSN Manager of the Year,2007,NL,,
+wedgeer01,TSN Manager of the Year,2007,AL,,
+maddojo99,TSN Manager of the Year,2008,AL,,
+gonzafr99,TSN Manager of the Year,2008,NL,,
+sciosmi01,TSN Manager of the Year,2009,AL,,
+tracyji01,TSN Manager of the Year,2009,NL,,
+gardero01,TSN Manager of the Year,2010,AL,,
+blackbu02,TSN Manager of the Year,2010,NL,,
+maddojo99,TSN Manager of the Year,2011,AL,,
+gibsoki01,TSN Manager of the Year,2011,NL,,
+showabu99,TSN Manager of the Year,2012,AL,,
+johnsda02,TSN Manager of the Year,2012,NL,,
+farrejo03,TSN Manager of the Year,2013,AL,,
+hurdlcl01,TSN Manager of the Year,2013,NL,,
+showabu99,TSN Manager of the Year,2014,AL,,
+willima04,TSN Manager of the Year,2014,NL,,
+molitpa01,TSN Manager of the Year,2015,AL,,
+collite99,TSN Manager of the Year,2015,NL,,
+showabu99,BBWAA Manager of the year,2014,AL,,
+willima04,BBWAA Manager of the year,2014,NL,,
+banisje01,BBWAA Manager of the year,2015,AL,,
+maddojo01,BBWAA Manager of the year,2015,NL,,

dacode/source/dm-csv-015/manager_award_vote.csv

@@ -0,0 +1,415 @@
+award_id,year,league_id,player_id,points_won,points_max,votes_first
+Mgr of the year,1983,AL,altobjo01,7,28,7
+Mgr of the year,1983,AL,coxbo01,4,28,4
+Mgr of the year,1983,AL,larusto01,17,28,17
+Mgr of the year,1983,NL,lasorto01,10,24,10
+Mgr of the year,1983,NL,lillibo01,9,24,9
+Mgr of the year,1983,NL,owenspa99,1,24,1
+Mgr of the year,1983,NL,tannech01,4,24,4
+Mgr of the year,1984,AL,andersp01,96,140,13
+Mgr of the year,1984,AL,coxbo01,9,140,0
+Mgr of the year,1984,AL,gardnbi02,48,140,4
+Mgr of the year,1984,AL,howsedi01,95,140,11
+Mgr of the year,1984,AL,mcnamjo99,4,140,0
+Mgr of the year,1984,NL,freyji99,101,120,16
+Mgr of the year,1984,NL,johnsda02,72,120,4
+Mgr of the year,1984,NL,lillibo01,2,120,1
+Mgr of the year,1984,NL,willidi02,41,120,4
+Mgr of the year,1985,AL,coxbo01,104,140,16
+Mgr of the year,1985,AL,howsedi01,66,140,4
+Mgr of the year,1985,AL,larusto01,1,140,0
+Mgr of the year,1985,AL,martibi02,19,140,0
+Mgr of the year,1985,AL,mauchge01,57,140,8
+Mgr of the year,1985,AL,mcnamjo99,1,140,0
+Mgr of the year,1985,AL,mooreja01,4,140,0
+Mgr of the year,1985,NL,herzowh01,86,120,11
+Mgr of the year,1985,NL,johnsda02,4,120,0
+Mgr of the year,1985,NL,lasorto01,39,120,3
+Mgr of the year,1985,NL,rodgebu01,2,120,0
+Mgr of the year,1985,NL,rosepe01,85,120,10
+Mgr of the year,1986,AL,corrapa01,18,140,1
+Mgr of the year,1986,AL,mauchge01,44,140,2
+Mgr of the year,1986,AL,mcnamjo99,95,140,13
+Mgr of the year,1986,AL,pinielo01,5,140,0
+Mgr of the year,1986,AL,valenbo02,90,140,12
+Mgr of the year,1986,NL,craigro01,42,120,2
+Mgr of the year,1986,NL,felskjo01,3,120,0
+Mgr of the year,1986,NL,johnsda02,62,120,3
+Mgr of the year,1986,NL,lanieha01,108,120,19
+Mgr of the year,1986,NL,leylaji99,1,120,0
+Mgr of the year,1987,AL,andersp01,90,140,11
+Mgr of the year,1987,AL,edwardo01,1,140,0
+Mgr of the year,1987,AL,kellyto01,74,140,10
+Mgr of the year,1987,AL,larusto01,8,140,0
+Mgr of the year,1987,AL,pinielo01,1,140,0
+Mgr of the year,1987,AL,trebeto99,78,140,7
+Mgr of the year,1987,NL,craigro01,65,120,6
+Mgr of the year,1987,NL,herzowh01,54,120,5
+Mgr of the year,1987,NL,johnsda02,3,120,0
+Mgr of the year,1987,NL,leylaji99,2,120,0
+Mgr of the year,1987,NL,rodgebu01,92,120,13
+Mgr of the year,1988,AL,andersp01,37,140,3
+Mgr of the year,1988,AL,fregoji01,1,140,0
+Mgr of the year,1988,AL,kellyto01,6,140,0
+Mgr of the year,1988,AL,larusto01,103,140,15
+Mgr of the year,1988,AL,morgajo01,89,140,9
+Mgr of the year,1988,AL,pinielo01,1,140,0
+Mgr of the year,1988,AL,trebeto99,15,140,1
+Mgr of the year,1988,NL,johnsda02,38,120,2
+Mgr of the year,1988,NL,lasorto01,101,120,19
+Mgr of the year,1988,NL,leylaji99,50,120,1
+Mgr of the year,1988,NL,mckeoja99,27,120,2
+Mgr of the year,1989,AL,gastoci01,62,140,3
+Mgr of the year,1989,AL,larusto01,51,140,2
+Mgr of the year,1989,AL,raderdo02,13,140,0
+Mgr of the year,1989,AL,robinfr02,125,140,23
+Mgr of the year,1989,AL,wathajo01,1,140,0
+Mgr of the year,1989,NL,craigro01,62,120,1
+Mgr of the year,1989,NL,herzowh01,31,120,0
+Mgr of the year,1989,NL,howear01,4,120,0
+Mgr of the year,1989,NL,mckeoja99,1,120,0
+Mgr of the year,1989,NL,zimmedo01,118,120,23
+Mgr of the year,1990,AL,andersp01,12,140,0
+Mgr of the year,1990,AL,gastoci01,6,140,0
+Mgr of the year,1990,AL,larusto01,72,140,4
+Mgr of the year,1990,AL,lefebji01,1,140,0
+Mgr of the year,1990,AL,morgajo01,28,140,1
+Mgr of the year,1990,AL,raderdo02,1,140,0
+Mgr of the year,1990,AL,torboje01,128,140,23
+Mgr of the year,1990,AL,valenbo02,4,140,0
+Mgr of the year,1990,NL,craigro01,2,120,0
+Mgr of the year,1990,NL,harrebu01,2,120,0
+Mgr of the year,1990,NL,lasorto01,32,120,1
+Mgr of the year,1990,NL,leylaji99,99,120,17
+Mgr of the year,1990,NL,pinielo01,49,120,3
+Mgr of the year,1990,NL,rodgebu01,32,120,3
+Mgr of the year,1991,AL,andersp01,50,140,1
+Mgr of the year,1991,AL,gastoci01,17,140,0
+Mgr of the year,1991,AL,kellyto01,138,140,27
+Mgr of the year,1991,AL,larusto01,2,140,0
+Mgr of the year,1991,AL,lefebji01,16,140,0
+Mgr of the year,1991,AL,mcraeha01,3,140,0
+Mgr of the year,1991,AL,merrist99,1,140,0
+Mgr of the year,1991,AL,morgajo01,16,140,0
+Mgr of the year,1991,AL,torboje01,6,140,0
+Mgr of the year,1991,AL,valenbo02,3,140,0
+Mgr of the year,1991,NL,coxbo01,96,120,13
+Mgr of the year,1991,NL,lasorto01,5,120,0
+Mgr of the year,1991,NL,leylaji99,74,120,9
+Mgr of the year,1991,NL,torrejo01,41,120,2
+Mgr of the year,1992,AL,garneph01,76,140,2
+Mgr of the year,1992,AL,gastoci01,13,140,1
+Mgr of the year,1992,AL,hargrmi01,4,140,0
+Mgr of the year,1992,AL,larusto01,132,140,25
+Mgr of the year,1992,AL,oatesjo01,27,140,0
+Mgr of the year,1992,NL,aloufe01,65,120,3
+Mgr of the year,1992,NL,coxbo01,29,120,1
+Mgr of the year,1992,NL,howear01,9,120,0
+Mgr of the year,1992,NL,leylaji99,109,120,20
+Mgr of the year,1992,NL,pinielo01,4,120,0
+Mgr of the year,1993,AL,gastoci01,49,140,6
+Mgr of the year,1993,AL,hargrmi01,10,140,1
+Mgr of the year,1993,AL,hobsobu01,1,140,0
+Mgr of the year,1993,AL,kenneke99,28,140,3
+Mgr of the year,1993,AL,lamonge01,72,140,8
+Mgr of the year,1993,AL,oatesjo01,5,140,0
+Mgr of the year,1993,AL,pinielo01,24,140,3
+Mgr of the year,1993,AL,showabu99,63,140,7
+Mgr of the year,1993,NL,aloufe01,27,140,2
+Mgr of the year,1993,NL,bakerdu01,105,140,15
+Mgr of the year,1993,NL,baylodo01,1,140,0
+Mgr of the year,1993,NL,coxbo01,27,140,0
+Mgr of the year,1993,NL,fregoji01,92,140,11
+Mgr of the year,1994,AL,hargrmi01,86,140,4
+Mgr of the year,1994,AL,hobsobu01,1,140,0
+Mgr of the year,1994,AL,lamonge01,17,140,0
+Mgr of the year,1994,AL,larusto01,10,140,0
+Mgr of the year,1994,AL,mcraeha01,6,140,0
+Mgr of the year,1994,AL,showabu99,132,140,24
+Mgr of the year,1994,NL,aloufe01,138,140,27
+Mgr of the year,1994,NL,bakerdu01,1,140,0
+Mgr of the year,1994,NL,baylodo01,8,140,0
+Mgr of the year,1994,NL,collite99,31,140,0
+Mgr of the year,1994,NL,coxbo01,3,140,0
+Mgr of the year,1994,NL,greenda02,12,140,1
+Mgr of the year,1994,NL,johnsda02,51,140,0
+Mgr of the year,1994,NL,lasorto01,8,140,0
+Mgr of the year,1995,AL,boonebo01,3,140,0
+Mgr of the year,1995,AL,garneph01,4,140,0
+Mgr of the year,1995,AL,hargrmi01,71,140,8
+Mgr of the year,1995,AL,kenneke99,74,140,11
+Mgr of the year,1995,AL,lachema01,5,140,0
+Mgr of the year,1995,AL,oatesjo01,1,140,0
+Mgr of the year,1995,AL,pinielo01,86,140,9
+Mgr of the year,1995,AL,showabu99,8,140,0
+Mgr of the year,1995,NL,baylodo01,122,140,19
+Mgr of the year,1995,NL,bochybr01,1,140,0
+Mgr of the year,1995,NL,collite99,11,140,0
+Mgr of the year,1995,NL,coxbo01,20,140,1
+Mgr of the year,1995,NL,greenda02,3,140,0
+Mgr of the year,1995,NL,johnsda02,89,140,8
+Mgr of the year,1995,NL,rigglji99,6,140,0
+Mgr of the year,1996,AL,bellbu01,5,140,1
+Mgr of the year,1996,AL,hargrmi01,22,140,2
+Mgr of the year,1996,AL,howear01,3,140,0
+Mgr of the year,1996,AL,johnsda02,4,140,0
+Mgr of the year,1996,AL,kellyto01,4,140,0
+Mgr of the year,1996,AL,kenneke99,1,140,0
+Mgr of the year,1996,AL,oatesjo01,89,140,12
+Mgr of the year,1996,AL,pinielo01,35,140,3
+Mgr of the year,1996,AL,torrejo01,89,140,10
+Mgr of the year,1996,NL,aloufe01,74,140,8
+Mgr of the year,1996,NL,bochybr01,76,140,10
+Mgr of the year,1996,NL,collite99,3,140,0
+Mgr of the year,1996,NL,coxbo01,24,140,3
+Mgr of the year,1996,NL,larusto01,69,140,7
+Mgr of the year,1996,NL,russebi01,6,140,0
+Mgr of the year,1997,AL,bellbu01,50,140,4
+Mgr of the year,1997,AL,collite99,24,140,4
+Mgr of the year,1997,AL,garneph01,42,140,5
+Mgr of the year,1997,AL,hargrmi01,13,140,2
+Mgr of the year,1997,AL,johnsda02,88,140,10
+Mgr of the year,1997,AL,pinielo01,30,140,3
+Mgr of the year,1997,AL,torrejo01,5,140,0
+Mgr of the year,1997,NL,bakerdu01,110,140,17
+Mgr of the year,1997,NL,coxbo01,6,140,0
+Mgr of the year,1997,NL,dierkla01,34,140,1
+Mgr of the year,1997,NL,francte01,2,140,0
+Mgr of the year,1997,NL,lamonge01,92,140,10
+Mgr of the year,1997,NL,leylaji99,1,140,0
+Mgr of the year,1997,NL,valenbo02,7,140,0
+Mgr of the year,1998,AL,collite99,38,140,2
+Mgr of the year,1998,AL,hargrmi01,8,140,0
+Mgr of the year,1998,AL,johnsti01,4,140,0
+Mgr of the year,1998,AL,manueje01,4,140,0
+Mgr of the year,1998,AL,oatesjo01,11,140,0
+Mgr of the year,1998,AL,torrejo01,128,140,23
+Mgr of the year,1998,AL,williji03,59,140,3
+Mgr of the year,1998,NL,bakerdu01,39,160,6
+Mgr of the year,1998,NL,bochybr01,70,160,5
+Mgr of the year,1998,NL,coxbo01,17,160,0
+Mgr of the year,1998,NL,dierkla01,102,160,16
+Mgr of the year,1998,NL,rigglji99,55,160,5
+Mgr of the year,1998,NL,valenbo02,5,160,0
+Mgr of the year,1999,AL,hargrmi01,13,140,2
+Mgr of the year,1999,AL,howear01,85,140,5
+Mgr of the year,1999,AL,oatesjo01,18,140,1
+Mgr of the year,1999,AL,torrejo01,21,140,0
+Mgr of the year,1999,AL,williji03,115,140,20
+Mgr of the year,1999,NL,coxbo01,98,160,10
+Mgr of the year,1999,NL,dierkla01,48,160,4
+Mgr of the year,1999,NL,mckeoja99,115,160,17
+Mgr of the year,1999,NL,showabu99,17,160,1
+Mgr of the year,1999,NL,valenbo02,10,160,0
+Mgr of the year,2000,AL,garneph01,2,140,0
+Mgr of the year,2000,AL,howear01,74,140,2
+Mgr of the year,2000,AL,manueje01,134,140,25
+Mgr of the year,2000,AL,pinielo01,28,140,1
+Mgr of the year,2000,AL,sciosmi01,8,140,0
+Mgr of the year,2000,AL,torrejo01,5,140,0
+Mgr of the year,2000,AL,williji03,1,140,0
+Mgr of the year,2000,NL,aloufe01,1,160,0
+Mgr of the year,2000,NL,bakerdu01,154,160,30
+Mgr of the year,2000,NL,bellbu01,2,160,0
+Mgr of the year,2000,NL,bolesjo99,15,160,0
+Mgr of the year,2000,NL,coxbo01,41,160,1
+Mgr of the year,2000,NL,larusto01,59,160,1
+Mgr of the year,2000,NL,valenbo02,16,160,0
+Mgr of the Year,2001,AL,howear01,77,140,5
+Mgr of the Year,2001,AL,kellyto01,25,140,1
+Mgr of the Year,2001,AL,manuech01,1,140,0
+Mgr of the Year,2001,AL,pinielo01,128,140,22
+Mgr of the Year,2001,AL,sciosmi01,1,140,0
+Mgr of the Year,2001,AL,torrejo01,8,140,0
+Mgr of the Year,2001,AL,williji03,12,140,0
+Mgr of the Year,2001,NL,bakerdu01,10,160,0
+Mgr of the Year,2001,NL,baylodo01,13,160,0
+Mgr of the Year,2001,NL,bowala01,113,160,18
+Mgr of the Year,2001,NL,brenlbo01,43,160,3
+Mgr of the Year,2001,NL,coxbo01,12,160,2
+Mgr of the Year,2001,NL,dierkla01,21,160,1
+Mgr of the Year,2001,NL,larusto01,38,160,4
+Mgr of the Year,2001,NL,tracyji01,48,160,4
+Mgr of the Year,2002,AL,gardero01,59,140,2
+Mgr of the Year,2002,AL,howear01,74,140,9
+Mgr of the Year,2002,AL,sciosmi01,116,140,17
+Mgr of the Year,2002,AL,torrejo01,3,140,0
+Mgr of the Year,2002,NL,bakerdu01,18,160,1
+Mgr of the Year,2002,NL,brenlbo01,2,160,0
+Mgr of the Year,2002,NL,coxbo01,93,160,9
+Mgr of the Year,2002,NL,larusto01,129,160,22
+Mgr of the Year,2002,NL,robinfr02,23,160,0
+Mgr of the Year,2002,NL,tracyji01,22,160,0
+Mgr of the Year,2003,AL,gardero01,44,140,4
+Mgr of the Year,2003,AL,littlgr99,19,140,0
+Mgr of the Year,2003,AL,machake01,26,140,0
+Mgr of the Year,2003,AL,penato01,130,140,24
+Mgr of the Year,2003,AL,pinielo01,13,140,0
+Mgr of the Year,2003,AL,torrejo01,14,140,0
+Mgr of the Year,2003,AL,toscaca99,3,140,0
+Mgr of the Year,2003,AL,trammal01,1,140,0
+Mgr of the Year,2003,AL,wedgeer01,2,140,0
+Mgr of the Year,2003,NL,aloufe01,51,160,5
+Mgr of the Year,2003,NL,bakerdu01,62,160,2
+Mgr of the Year,2003,NL,coxbo01,56,160,6
+Mgr of the Year,2003,NL,mckeoja99,116,160,19
+Mgr of the Year,2003,NL,robinfr02,3,160,0
+Mgr of the year,2004,AL,francte01,8,140,0
+Mgr of the year,2004,AL,gardero01,91,140,11
+Mgr of the year,2004,AL,sciosmi01,31,140,2
+Mgr of the year,2004,AL,showabu99,101,140,14
+Mgr of the year,2004,AL,torrejo01,18,140,1
+Mgr of the year,2004,AL,wedgeer01,3,140,0
+Mgr of the year,2004,NL,aloufe01,4,160,0
+Mgr of the year,2004,NL,bochybr01,3,160,0
+Mgr of the year,2004,NL,coxbo01,140,160,22
+Mgr of the year,2004,NL,garneph01,27,160,2
+Mgr of the year,2004,NL,larusto01,62,160,4
+Mgr of the year,2004,NL,tracyji01,52,160,4
+Mgr of the year,2005,AL,francte01,4,140,0
+Mgr of the year,2005,AL,gibbojo02,1,140,0
+Mgr of the year,2005,AL,guilloz01,105,140,17
+Mgr of the year,2005,AL,machake01,21,140,1
+Mgr of the year,2005,AL,sciosmi01,7,140,0
+Mgr of the year,2005,AL,torrejo01,43,140,4
+Mgr of the year,2005,AL,wedgeer01,71,140,6
+Mgr of the year,2005,NL,bochybr01,4,160,0
+Mgr of the year,2005,NL,coxbo01,152,160,28
+Mgr of the year,2005,NL,garneph01,38,160,0
+Mgr of the year,2005,NL,larusto01,52,160,2
+Mgr of the year,2005,NL,manuech01,5,160,0
+Mgr of the year,2005,NL,randowi01,1,160,0
+Mgr of the year,2005,NL,robinfr02,29,160,2
+Mgr of the year,2005,NL,yostne01,7,160,0
+Mgr of the year,2006,AL,gardero01,93,140,9
+Mgr of the year,2006,AL,leylaji99,118,140,19
+Mgr of the year,2006,AL,machake01,26,140,0
+Mgr of the year,2006,AL,torrejo01,15,140,0
+Mgr of the year,2006,NL,bochybr01,50,160,5
+Mgr of the year,2006,NL,garneph01,1,160,0
+Mgr of the year,2006,NL,girarjo01,111,160,18
+Mgr of the year,2006,NL,littlgr99,30,160,1
+Mgr of the year,2006,NL,manuech01,9,160,0
+Mgr of the year,2006,NL,narroje01,6,160,0
+Mgr of the year,2006,NL,randowi01,81,160,8
+Mgr of the year,2007,AL,francte01,13,140,0
+Mgr of the year,2007,AL,sciosmi01,62,140,4
+Mgr of the year,2007,AL,torrejo01,61,140,5
+Mgr of the year,2007,AL,wedgeer01,116,140,19
+Mgr of the year,2007,NL,actama99,4,160,0
+Mgr of the year,2007,NL,blackbu02,4,160,0
+Mgr of the year,2007,NL,hurdlcl01,58,160,4
+Mgr of the year,2007,NL,manuech01,76,160,7
+Mgr of the year,2007,NL,melvibo01,119,160,19
+Mgr of the year,2007,NL,pinielo01,25,160,2
+Mgr of the year,2007,NL,yostne01,2,160,0
+Mgr of the year,2008,AL,francte01,6,140,0
+Mgr of the year,2008,AL,gardero01,58,140,1
+Mgr of the year,2008,AL,gastoci01,2,140,0
+Mgr of the year,2008,AL,guilloz01,3,140,0
+Mgr of the year,2008,AL,maddojo99,138,140,27
+Mgr of the year,2008,AL,sciosmi01,45,140,0
+Mgr of the year,2008,NL,coopece01,3,160,0
+Mgr of the year,2008,NL,gonzafr99,48,160,5
+Mgr of the year,2008,NL,larusto01,11,160,1
+Mgr of the year,2008,NL,manuech01,67,160,8
+Mgr of the year,2008,NL,manueje01,10,160,0
+Mgr of the year,2008,NL,pinielo01,103,160,15
+Mgr of the year,2008,NL,sveumda01,1,160,0
+Mgr of the year,2008,NL,torrejo01,45,160,3
+Mgr of the year,2009,AL,gardero01,72,140,6
+Mgr of the year,2009,AL,girarjo01,34,140,4
+Mgr of the year,2009,AL,leylaji99,2,140,0
+Mgr of the year,2009,AL,sciosmi01,106,140,15
+Mgr of the year,2009,AL,wakamdo01,19,140,2
+Mgr of the year,2009,AL,washiro01,19,140,1
+Mgr of the year,2009,NL,blackbu02,2,160,0
+Mgr of the year,2009,NL,bochybr01,18,160,0
+Mgr of the year,2009,NL,coxbo01,15,160,0
+Mgr of the year,2009,NL,gonzafr99,4,160,0
+Mgr of the year,2009,NL,larusto01,55,160,2
+Mgr of the year,2009,NL,manuech01,10,160,0
+Mgr of the year,2009,NL,torrejo01,33,160,1
+Mgr of the year,2009,NL,tracyji01,151,160,29
+Mgr of the year,2010,AL,francte01,13,140,0
+Mgr of the year,2010,AL,gardero01,108,140,16
+Mgr of the year,2010,AL,gastoci01,5,140,1
+Mgr of the year,2010,AL,girarjo01,1,140,0
+Mgr of the year,2010,AL,maddojo99,44,140,1
+Mgr of the year,2010,AL,washiro01,81,140,10
+Mgr of the year,2010,NL,bakerdu01,103,160,13
+Mgr of the year,2010,NL,blackbu02,104,160,16
+Mgr of the year,2010,NL,bochybr01,30,160,1
+Mgr of the year,2010,NL,coxbo01,28,160,1
+Mgr of the year,2010,NL,manuech01,20,160,1
+Mgr of the year,2010,NL,millsbr01,3,160,0
+Mgr of the year,2011,AL,maddojo99,133,140,26
+Mgr of the year,2011,AL,leylaji99,54,140,1
+Mgr of the year,2011,AL,washiro01,31,140,1
+Mgr of the year,2011,AL,actama99,16,140,0
+Mgr of the year,2011,AL,girarjo01,14,140,0
+Mgr of the year,2011,AL,sciosmi01,4,140,0
+Mgr of the year,2011,NL,gibsoki01,152,160,28
+Mgr of the year,2011,NL,roeniro01,92,160,3
+Mgr of the year,2011,NL,larusto01,24,160,1
+Mgr of the year,2011,NL,manuech01,10,160,0
+Mgr of the year,2011,NL,gonzafr99,4,160,0
+Mgr of the year,2011,NL,bochybr01,2,160,0
+Mgr of the year,2011,NL,hurdlcl01,2,160,0
+Mgr of the year,2011,NL,collite99,1,160,0
+Mgr of the year,2011,NL,mattido01,1,160,0
+Mgr of the year,2012,AL,melvibo01,116,140,16
+Mgr of the year,2012,AL,showabu99,108,140,12
+Mgr of the year,2012,AL,venturo01,12,140,0
+Mgr of the year,2012,AL,maddojo99,7,140,0
+Mgr of the year,2012,AL,girarjo01,5,140,0
+Mgr of the year,2012,AL,leylaji99,2,140,0
+Mgr of the year,2012,AL,washiro01,2,140,0
+Mgr of the year,2012,NL,johnsda02,131,160,23
+Mgr of the year,2012,NL,bakerdu01,77,160,5
+Mgr of the year,2012,NL,bochybr01,61,160,4
+Mgr of the year,2012,NL,gonzafr99,17,160,0
+Mgr of the year,2012,NL,blackbu02,1,160,0
+Mgr of the year,2012,NL,mathemi01,1,160,0
+Mgr of the Year,2013,AL,francte01,112,150,16
+Mgr of the Year,2013,AL,farrejo03,96,150,12
+Mgr of the Year,2013,AL,melvibo01,36,150,2
+Mgr of the Year,2013,AL,girarjo01,11,150,0
+Mgr of the Year,2013,AL,maddojo99,9,150,0
+Mgr of the Year,2013,AL,leylaji99,3,150,0
+Mgr of the Year,2013,AL,showabu99,1,150,0
+Mgr of the Year,2013,AL,washiro01,1,150,0
+Mgr of the Year,2013,AL,yostne01,1,150,0
+Mgr of the Year,2013,NL,hurdlcl01,140,150,25
+Mgr of the Year,2013,NL,mattido01,68,150,2
+Mgr of the Year,2013,NL,gonzafr99,43,150,3
+Mgr of the Year,2013,NL,mathemi01,19,150,0
+Mgr of the Year,2014,AL,showabu99,132,150,25
+Mgr of the Year,2014,AL,sciosmi01,61,150,4
+Mgr of the Year,2014,AL,yostne01,41,150,0
+Mgr of the Year,2014,AL,mcclell01,29,150,1
+Mgr of the Year,2014,AL,francte01,2,150,0
+Mgr of the Year,2014,AL,girarjo01,1,150,0
+Mgr of the Year,2014,AL,melvibo01,1,150,0
+Mgr of the Year,2014,NL,willima04,109,150,18
+Mgr of the Year,2014,NL,hurdlcl01,80,150,8
+Mgr of the Year,2014,NL,bochybr01,30,150,3
+Mgr of the Year,2014,NL,mathemi01,18,150,0
+Mgr of the Year,2014,NL,redmomi01,16,150,1
+Mgr of the Year,2014,NL,mattido01,12,150,0
+Mgr of the Year,2014,NL,roeniro01,3,150,0
+Mgr of the Year,2014,NL,blackbu02,1,150,0
+Mgr of the Year,2014,NL,collite99,1,150,0
+Mgr of the Year,2015,AL,banisje01,112,150,17
+Mgr of the Year,2015,AL,hinchaj01,82,150,8
+Mgr of the Year,2015,AL,molitpa01,33,150,2
+Mgr of the Year,2015,AL,gibbojo02,22,150,1
+Mgr of the Year,2015,AL,girarjo01,12,150,2
+Mgr of the Year,2015,AL,yostne01,8,150,0
+Mgr of the Year,2015,AL,sciosmi01,1,150,0
+Mgr of the Year,2015,NL,maddojo99,124,150,18
+Mgr of the Year,2015,NL,mathemi01,87,150,9
+Mgr of the Year,2015,NL,collite99,49,150,3
+Mgr of the Year,2015,NL,hurdlcl01,8,150,0
+Mgr of the Year,2015,NL,bochybr01,1,150,0
+Mgr of the Year,2015,NL,mattido01,1,150,0

dacode/source/dm-csv-015/manager_half.csv

@@ -0,0 +1,94 @@
+player_id,year,team_id,league_id,inseason,half,g,w,l,rank
+hanlone01,1892,BLN,NL,3,1,56,17,39,12
+hanlone01,1892,BLN,NL,3,2,77,26,46,10
+vanhage01,1892,BLN,NL,1,1,11,1,10,12
+waltzjo99,1892,BLN,NL,2,1,8,2,6,12
+wardjo01,1892,BRO,NL,1,1,78,51,26,2
+wardjo01,1892,BRO,NL,1,2,80,44,33,3
+seleefr99,1892,BSN,NL,1,1,75,52,22,1
+seleefr99,1892,BSN,NL,1,2,77,50,26,2
+ansonca01,1892,CHN,NL,1,1,71,31,39,8
+ansonca01,1892,CHN,NL,1,2,76,39,37,7
+comisch01,1892,CIN,NL,1,1,77,44,31,4
+comisch01,1892,CIN,NL,1,2,78,38,37,8
+tebeapa01,1892,CL4,NL,1,1,74,40,33,5
+tebeapa01,1892,CL4,NL,1,2,79,53,23,1
+chapmja01,1892,LS3,NL,1,1,54,21,33,11
+pfefffr01,1892,LS3,NL,2,1,23,9,14,11
+pfefffr01,1892,LS3,NL,2,2,77,33,42,9
+powerpa99,1892,NY1,NL,1,1,74,31,43,10
+powerpa99,1892,NY1,NL,1,2,79,40,37,6
+wrighha01,1892,PHI,NL,1,1,77,46,30,3
+wrighha01,1892,PHI,NL,1,2,78,41,36,5
+buckeal99,1892,PIT,NL,1,1,29,15,14,6
+buckeal99,1892,PIT,NL,3,2,66,38,27,4
+burnsto01,1892,PIT,NL,2,1,47,22,25,6
+burnsto01,1892,PIT,NL,2,2,13,5,7,4
+carutbo01,1892,SLN,NL,5,2,50,16,32,11
+crookja01,1892,SLN,NL,3,1,47,24,22,9
+crookja01,1892,SLN,NL,3,2,15,3,11,11
+glassja01,1892,SLN,NL,1,1,4,1,3,9
+gorege01,1892,SLN,NL,4,2,16,6,9,11
+striccu01,1892,SLN,NL,2,1,23,6,17,9
+barnibi01,1892,WAS,NL,1,1,2,0,2,7
+irwinar01,1892,WAS,NL,2,1,74,35,39,7
+irwinar01,1892,WAS,NL,2,2,34,11,21,12
+richada01,1892,WAS,NL,3,2,43,12,31,12
+coxbo01,1981,ATL,NL,1,1,55,25,29,4
+coxbo01,1981,ATL,NL,1,2,52,25,27,5
+weaveea99,1981,BAL,AL,1,1,54,31,23,2
+weaveea99,1981,BAL,AL,1,2,51,28,23,4
+houkra01,1981,BOS,AL,1,1,56,30,26,5
+houkra01,1981,BOS,AL,1,2,52,29,23,2
+fregoji01,1981,CAL,AL,1,1,47,22,25,4
+mauchge01,1981,CAL,AL,2,1,13,9,4,4
+mauchge01,1981,CAL,AL,2,2,50,20,30,7
+larusto01,1981,CHA,AL,1,1,53,31,22,3
+larusto01,1981,CHA,AL,1,2,53,23,30,6
+amalfjo01,1981,CHN,NL,1,1,54,15,37,6
+amalfjo01,1981,CHN,NL,1,2,52,23,28,5
+mcnamjo99,1981,CIN,NL,1,1,56,35,21,2
+mcnamjo99,1981,CIN,NL,1,2,52,31,21,2
+garcida99,1981,CLE,AL,1,1,50,26,24,6
+garcida99,1981,CLE,AL,1,2,53,26,27,5
+andersp01,1981,DET,AL,1,1,57,31,26,4
+andersp01,1981,DET,AL,1,2,52,29,23,2
+virdobi01,1981,HOU,NL,1,1,57,28,29,3
+virdobi01,1981,HOU,NL,1,2,53,33,20,1
+freyji99,1981,KCA,AL,1,1,50,20,30,5
+freyji99,1981,KCA,AL,1,2,20,10,10,1
+howsedi01,1981,KCA,AL,2,2,33,20,13,1
+lasorto01,1981,LAN,NL,1,1,57,36,21,1
+lasorto01,1981,LAN,NL,1,2,53,27,26,4
+gardnbi02,1981,MIN,AL,2,1,20,6,14,7
+gardnbi02,1981,MIN,AL,2,2,53,24,29,4
+goryljo01,1981,MIN,AL,1,1,37,11,25,7
+rodgebu01,1981,ML4,AL,1,1,56,31,25,3
+rodgebu01,1981,ML4,AL,1,2,53,31,22,1
+fanniji01,1981,MON,NL,2,2,27,16,11,1
+willidi02,1981,MON,NL,1,1,55,30,25,3
+willidi02,1981,MON,NL,1,2,26,14,12,1
+lemonbo01,1981,NYA,AL,2,2,25,11,14,6
+michage01,1981,NYA,AL,1,1,56,34,22,1
+michage01,1981,NYA,AL,1,2,26,14,12,6
+torrejo01,1981,NYN,NL,1,1,52,17,34,5
+torrejo01,1981,NYN,NL,1,2,53,24,28,4
+martibi02,1981,OAK,AL,1,1,60,37,23,1
+martibi02,1981,OAK,AL,1,2,49,27,22,2
+greenda02,1981,PHI,NL,1,1,55,34,21,1
+greenda02,1981,PHI,NL,1,2,52,25,27,3
+tannech01,1981,PIT,NL,1,1,49,25,23,4
+tannech01,1981,PIT,NL,1,2,54,21,33,6
+howarfr01,1981,SDN,NL,1,1,56,23,33,6
+howarfr01,1981,SDN,NL,1,2,54,18,36,6
+lachere01,1981,SEA,AL,2,1,33,15,18,6
+lachere01,1981,SEA,AL,2,2,52,23,29,5
+willsma01,1981,SEA,AL,1,1,25,6,18,6
+robinfr02,1981,SFN,NL,1,1,59,27,32,5
+robinfr02,1981,SFN,NL,1,2,52,29,23,3
+herzowh01,1981,SLN,NL,1,1,51,30,20,2
+herzowh01,1981,SLN,NL,1,2,52,29,23,2
+zimmedo01,1981,TEX,AL,1,1,55,33,22,2
+zimmedo01,1981,TEX,AL,1,2,50,24,26,3
+mattibo01,1981,TOR,AL,1,1,58,16,42,7
+mattibo01,1981,TOR,AL,1,2,48,21,27,7

dacode/source/dm-csv-015/park.csv

@@ -0,0 +1,251 @@
+park_id,park_name,park_alias,city,state,country
+ALB01,Riverside Park,,Albany,NY,US
+ALT01,Columbia Park,,Altoona,PA,US
+ANA01,Angel Stadium of Anaheim,Edison Field; Anaheim Stadium,Anaheim,CA,US
+ARL01,Arlington Stadium,,Arlington,TX,US
+ARL02,Rangers Ballpark in Arlington,The Ballpark in Arlington; Ameriquest Field,Arlington,TX,US
+ATL01,Atlanta-Fulton County Stadium,,Atlanta,GA,US
+ATL02,Turner Field,,Atlanta,GA,US
+BAL01,Madison Avenue Grounds,,Baltimore,MD,US
+BAL02,Newington Park,,Baltimore,MD,US
+BAL03,Oriole Park I,,Baltimore,MD,US
+BAL04,Belair Lot,,Baltimore,MD,US
+BAL05,Monumental Park,,Baltimore,MD,US
+BAL06,Oriole Park II,,Baltimore,MD,US
+BAL07,Oriole Park III,,Baltimore,MD,US
+BAL09,Oriole Park IV,American League Park,Baltimore,MD,US
+BAL10,Terrapin Park,Oriole Park V,Baltimore,MD,US
+BAL11,Memorial Stadium,,Baltimore,MD,US
+BAL12,Oriole Park at Camden Yards,,Baltimore,MD,US
+BOS01,South End Grounds I,Walpole Street Grounds,Boston,MA,US
+BOS02,Dartmouth Grounds,Union Park,Boston,MA,US
+BOS03,South End Grounds II,,Boston,MA,US
+BOS04,Congress Street Grounds,,Boston,MA,US
+BOS05,South End Grounds III,,Boston,MA,US
+BOS06,Huntington Avenue Baseball Grounds,,Boston,MA,US
+BOS07,Fenway Park,,Boston,MA,US
+BOS08,Braves Field,Bee Hive,Boston,MA,US
+BUF01,Riverside Grounds,,Buffalo,NY,US
+BUF02,Olympic Park I,,Buffalo,NY,US
+BUF03,Olympic Park II,,Buffalo,NY,US
+BUF04,International Fair Association Grounds,Federal League Park,Buffalo,NY,US
+CAN01,Mahaffey Park,Pastime Park,Canton,OH,US
+CAN02,Pastime Park,,Canton,OH,US
+CHI01,Lake Front Park I,Union Base-ball Grounds,Chicago,IL,US
+CHI02,23rd Street Park,,Chicago,IL,US
+CHI03,Lake Front Park II,,Chicago,IL,US
+CHI04,Lake Front Park III,,Chicago,IL,US
+CHI05,South Side Park I,Cricket Club Grounds; Union Grounds,Chicago,IL,US
+CHI06,West Side Park,,Chicago,IL,US
+CHI07,South Side Park II,,Chicago,IL,US
+CHI08,West Side Grounds,,Chicago,IL,US
+CHI09,South Side Park III,,Chicago,IL,US
+CHI10,Comiskey Park I,White Sox Park,Chicago,IL,US
+CHI11,Wrigley Field,Weeghman Park; Cubs Park,Chicago,IL,US
+CHI12,U.S. Cellular Field,White Sox Park; Comiskey Park II,Chicago,IL,US
+CIN01,Lincoln Park Grounds,Union Cricket Club Grounds,Cincinnati,OH,US
+CIN02,Avenue Grounds,,Cincinnati,OH,US
+CIN03,Bank Street Grounds,,Cincinnati,OH,US
+CIN04,League Park I,,Cincinnati,OH,US
+CIN05,League Park II,,Cincinnati,OH,US
+CIN06,Palace of the Fans,League Park III,Cincinnati,OH,US
+CIN07,Crosley Field,Redland Field,Cincinnati,OH,US
+CIN08,Cinergy Field,Riverfront Stadium,Cincinnati,OH,US
+CIN09,Great American Ballpark,,Cincinnati,OH,US
+CLE01,National Association Grounds,,Cleveland,OH,US
+CLE02,League Park I,Kennard Street Park,Cleveland,OH,US
+CLE03,League Park II,American Association Park,Cleveland,OH,US
+CLE04,Brotherhood Park,Players League Park,Cleveland,OH,US
+CLE05,League Park III,National League Park III,Cleveland,OH,US
+CLE06,League Park IV,Dunn Field,Cleveland,OH,US
+CLE07,Cleveland Stadium,Municipal Stadium,Cleveland,OH,US
+CLE08,Progressive Field,Jacobs Field,Cleveland,OH,US
+CLE09,Cedar Avenue Driving Park,,Cleveland,OH,US
+CLL01,Euclid Beach Park,,Collinwood,OH,US
+COL01,Recreation Park I,,Columbus,OH,US
+COL02,Recreation Park II,,Columbus,OH,US
+COL03,Neil Park I,,Columbus,OH,US
+COL04,Neil Park II,,Columbus,OH,US
+COV01,Star Baseball Park,,Covington,KY,US
+DAY01,Fairview Park,,Dayton,OH,US
+DEN01,Mile High Stadium,,Denver,CO,US
+DEN02,Coors Field,,Denver,CO,US
+DET01,Recreation Park,,Detroit,MI,US
+DET02,Bennett Park,,Detroit,MI,US
+DET03,Burns Park,West End Park,Detroit,MI,US
+DET04,Tiger Stadium,Navin Field; Briggs Stadium,Detroit,MI,US
+DET05,Comerica Park,,Detroit,MI,US
+DOV01,Fairview Park Fair Grounds,,Dover,DE,US
+ELM01,Maple Avenue Driving Park,,Elmira,NY,US
+FOR01,Grand Duchess,Hamilton Field,Fort Wayne,IN,US
+FOR02,Swinney Park,,Fort Wayne,IN,US
+FOR03,Jailhouse Flats,,Fort Wayne,IN,US
+GEA01,Geauga Lake Grounds,,Geauga Lake,OH,US
+GLO01,Gloucester Point Grounds,,Gloucester City,NJ,US
+GRA01,Ramona Park,,Grand Rapids,MI,US
+HAR01,Harrison Field,,Harrison,NJ,US
+HON01,Aloha Stadium,,Honolulu,HI,US
+HOU01,Colt Stadium,,Houston,TX,US
+HOU02,Astrodome,,Houston,TX,US
+HOU03,Minute Maid Park,Enron Field; Astros Field,Houston,TX,US
+HRT01,Hartford Ball Club Grounds,,Hartford,CT,US
+HRT02,Hartford Trotting Park,,Hartford,CT,US
+IND01,South Street Park,,Indianapolis,IN,US
+IND02,Seventh Street Park I,,Indianapolis,IN,US
+IND03,Bruce Grounds,,Indianapolis,IN,US
+IND04,Seventh Street Park II,,Indianapolis,IN,US
+IND05,Seventh Street Park III,,Indianapolis,IN,US
+IND06,Indianapolis Park,,Indianapolis,IN,US
+IND07,Federal League Park,Washington Park,Indianapolis,IN,US
+IRO01,Windsor Beach,,Irondequoit,NY,US
+JER01,Oakland Park,,Jersey City,NJ,US
+JER02,Roosevelt Stadium,,Jersey City,NJ,US
+KAN01,Athletic Park,,Kansas City,MO,US
+KAN02,Association Park,,Kansas City,MO,US
+KAN03,Exposition Park,,Kansas City,MO,US
+KAN04,Gordon and Koppel Field,,Kansas City,MO,US
+KAN05,Municipal Stadium,,Kansas City,MO,US
+KAN06,Kauffman Stadium,Royals Stadium,Kansas City,MO,US
+KEO01,Perry Park,Walte's Pasture,Keokuk,IA,US
+LAS01,Cashman Field,,Las Vegas,NV,US
+LBV01,The Ballpark at Disney's Wide World,,Lake Buena Vista,FL,US
+LOS01,Los Angeles Memorial Coliseum,,Los Angeles,CA,US
+LOS02,Wrigley Field,,Los Angeles,CA,US
+LOS03,Dodger Stadium,Chavez Ravine,Los Angeles,CA,US
+LOU01,Louisville Baseball Park,,Louisville,KY,US
+LOU02,Eclipse Park I,,Louisville,KY,US
+LOU03,Eclipse Park II,,Louisville,KY,US
+LOU04,Eclipse Park III,,Louisville,KY,US
+LUD01,Ludlow Baseball Park,,Ludlow,KY,US
+MAS01,Long Island Grounds,,Maspeth,NY,US
+MIA01,Sun Life Stadium,Joe Robbie Stadium; Pro Player Stadium; Dolphin Stadium; LandShark Stadium,Miami,FL,US
+MIA02,Marlins Park,,Miami,FL,US
+MID01,Mansfield Club Grounds,,Middletown,CT,US
+MIL01,Milwaukee Base-Ball Grounds,,Milwaukee,WI,US
+MIL02,Wright Street Grounds,,Milwaukee,WI,US
+MIL03,Athletic Park,,Milwaukee,WI,US
+MIL04,Lloyd Street Grounds,,Milwaukee,WI,US
+MIL05,County Stadium,,Milwaukee,WI,US
+MIL06,Miller Park,,Milwaukee,WI,US
+MIN01,Athletic Park,,Minneapolis,MN,US
+MIN02,Metropolitan Stadium,,Bloomington,MN,US
+MIN03,Hubert H. Humphrey Metrodome,,Minneapolis,MN,US
+MIN04,Target Field,,Minneapolis,MN,US
+MNT01,Estadio Monterrey,,Monterrey,Nuevo Leon,MX
+MON01,Parc Jarry,Jarry Park,Montreal,QC,CA
+MON02,Stade Olympique,Olympic Stadium,Montreal,QC,CA
+NEW01,Howard Avenue Grounds,Brewster Park,New Haven,CT,US
+NEW02,Hamilton Park,,New Haven,CT,US
+NEW03,Beyerle's Park,Forest City Park,Newburgh Township,OH,US
+NWK01,Wiedenmeyer's Park,,Newark,NJ,US
+NYC01,Union Grounds,,Brooklyn,NY,US
+NYC02,Capitoline Grounds,,Brooklyn,NY,US
+NYC03,Polo Grounds I (Southeast Diamond),,New York,NY,US
+NYC04,Polo Grounds II (Southwest Diamond),,New York,NY,US
+NYC05,Washington Park I,,Brooklyn,NY,US
+NYC06,Metropolitan Park,,New York,NY,US
+NYC07,Grauer's Ridgewood Park,Ridgewood Park I,Queens,NY,US
+NYC08,Washington Park II,,Brooklyn,NY,US
+NYC09,Polo Grounds III,,New York,NY,US
+NYC10,Polo Grounds IV,,New York,NY,US
+NYC11,Eastern Park,,Brooklyn,NY,US
+NYC12,Washington Park III,,Brooklyn,NY,US
+NYC13,Hilltop Park,,New York,NY,US
+NYC14,Polo Grounds V,,New York,NY,US
+NYC15,Ebbets Field,,Brooklyn,NY,US
+NYC16,Yankee Stadium I,,New York,NY,US
+NYC17,Shea Stadium,William A. Shea Stadium,New York,NY,US
+NYC18,Wallace's Ridgewood Park,Ridgewood Park II,Queens,NY,US
+NYC19,Washington Park IV,,Brooklyn,NY,US
+NYC20,Citi Field,,New York,NY,US
+NYC21,Yankee Stadium II,,New York,NY,US
+OAK01,Oakland-Alameda County Coliseum,Network Associates Coliseum,Oakland,CA,US
+PEN01,East End Park,Pendleton Park,Cincinnati,OH,US
+PHI01,Jefferson Street Grounds,Athletics Park,Philadelphia,PA,US
+PHI02,Centennial Park,,Philadelphia,PA,US
+PHI03,Oakdale Park,,Philadelphia,PA,US
+PHI04,Recreation Park,,Philadelphia,PA,US
+PHI05,Keystone Park,,Philadelphia,PA,US
+PHI06,Huntingdon Grounds I,,Philadelphia,PA,US
+PHI07,Forepaugh Park,,Philadelphia,PA,US
+PHI08,University of Penn. Athletic Field,,Philadelphia,PA,US
+PHI09,Baker Bowl,,Philadelphia,PA,US
+PHI10,Columbia Park,,Philadelphia,PA,US
+PHI11,Shibe Park,Connie Mack Stadium,Philadelphia,PA,US
+PHI12,Veterans Stadium,,Philadelphia,PA,US
+PHI13,Citizens Bank Park,,Philadelphia,PA,US
+PHI14,Huntingdon Grounds II,,Philadelphia,PA,US
+PHO01,Chase Field,Bank One Ballpark,Phoenix,AZ,US
+PIT01,Union Park,,Pittsburgh,PA,US
+PIT02,Exposition Park I,Lower Field,Pittsburgh,PA,US
+PIT03,Exposition Park II,Upper Field,Pittsburgh,PA,US
+PIT04,Recreation Park,,Pittsburgh,PA,US
+PIT05,Exposition Park III,,Pittsburgh,PA,US
+PIT06,Forbes Field,,Pittsburgh,PA,US
+PIT07,Three Rivers Stadium,,Pittsburgh,PA,US
+PIT08,PNC Park,,Pittsburgh,PA,US
+PRO01,Adelaide Avenue Grounds,,Providence,RI,US
+PRO02,Messer Street Grounds,,Providence,RI,US
+RCK01,Agricultural Society Fair Grounds,,Rockford,IL,US
+RIC01,Richmond Fair Grounds,,Richmond,VA,US
+RIC02,Allens Pasture,,Richmond,VA,US
+ROC01,Culver Field I,,Rochester,NY,US
+ROC02,Culver Field II,,Rochester,NY,US
+ROC03,Ontario Beach Grounds,,Rochester,NY,US
+SAI01,St. George Cricket Grounds,,New York,NY,US
+SAN01,Qualcomm Stadium,San Diego/Jack Murphy Stadium,San Diego,CA,US
+SAN02,PETCO Park,,San Diego,CA,US
+SEA01,Sick's Stadium,,Seattle,WA,US
+SEA02,Kingdome,,Seattle,WA,US
+SEA03,Safeco Field,,Seattle,WA,US
+SFO01,Seals Stadium,,San Francisco,CA,US
+SFO02,Candlestick Park,3Com Park,San Francisco,CA,US
+SFO03,AT&T Park,Pacific Bell Park; SBC Park,San Francisco,CA,US
+SJU01,Estadio Hiram Bithorn,,San Juan,,PR
+SPR01,Hampden Park Race Track,Springfield Track,Springfield,MA,US
+STL01,Red Stockings Base Ball Park,,St. Louis,MO,US
+STL02,Grand Avenue Park,,St. Louis,MO,US
+STL03,Sportsman's Park I,,St. Louis,MO,US
+STL04,Union Grounds,,St. Louis,MO,US
+STL05,Robison Field,,St. Louis,MO,US
+STL06,Sportsman's Park II,,St. Louis,MO,US
+STL07,Sportsman's Park III,Busch Stadium I,St. Louis,MO,US
+STL08,Handlan's Park,Federal League Park,St. Louis,MO,US
+STL09,Busch Stadium II,,St. Louis,MO,US
+STL10,Busch Stadium III,,St. Louis,MO,US
+STP01,Tropicana Field,,St. Petersburg,FL,US
+SYD01,Sydney Cricket Ground,,Sydney,New South Wales,AU
+SYR01,Star Park I,Newell Park,Syracuse,NY,US
+SYR02,Star Park II,,Syracuse,NY,US
+SYR03,Iron Pier,,Syracuse,NY,US
+THR01,Three Rivers Park,,Three Rivers,NY,US
+TOK01,Tokyo Dome,,Tokyo,Tokyo,JP
+TOL01,League Park,,Toledo,OH,US
+TOL02,Tri-State Fair Grounds,,Toledo,OH,US
+TOL03,Speranza Park,,Toledo,OH,US
+TOL04,Armory Park,,Toledo,OH,US
+TOR01,Exhibition Stadium,,Toronto,ON,CA
+TOR02,Rogers Centre,Skydome,Toronto,ON,CA
+TRO01,Haymakers' Grounds,,Troy,NY,US
+TRO02,Putnam Grounds,,Troy,NY,US
+WAR01,Rocky Point Park,,Warwick,RI,US
+WAS01,Olympic Grounds,,Washington,DC,US
+WAS02,National Grounds,,Washington,DC,US
+WAS03,Capitol Grounds,,Washington,DC,US
+WAS04,Athletic Park,,Washington,DC,US
+WAS05,Swampoodle Grounds,,Washington,DC,US
+WAS06,Boundary Field,,Washington,DC,US
+WAS07,American League Park I,,Washington,DC,US
+WAS08,American League Park II,,Washington,DC,US
+WAS09,Griffith Stadium,,Washington,DC,US
+WAS10,Robert F. Kennedy Stadium,D.C. Stadium,Washington,DC,US
+WAS11,Nationals Park,,Washington,DC,US
+WAT01,Troy Ball Club Grounds,,Watervliet,NY,US
+WAV01,Waverly Fairgrounds,,Waverly,NJ,US
+WEE01,Monitor Grounds,,Weehawken,NJ,US
+WHE01,Island Grounds,,Wheeling,WV,US
+WIL01,Union Street Park,,Wilmington,DE,US
+WNY01,West New York Field Club Grounds,,West New York,NJ,US
+WOR01,Agricultural County Fair Grounds I,,Worcester,MA,US
+WOR02,Agricultural County Fair Grounds II,,Worcester,MA,US
+WOR03,Worcester Driving Park Grounds,,Worcester,MA,US