Skip to content

Instantly share code, notes, and snippets.

@DrSleep
Created February 7, 2017 07:24
Show Gist options
  • Select an option

  • Save DrSleep/177c497a0c7761d58a8de38fd8fb16aa to your computer and use it in GitHub Desktop.

Select an option

Save DrSleep/177c497a0c7761d58a8de38fd8fb16aa to your computer and use it in GitHub Desktop.
overlap
Display the source blob
Display the rendered blob
Raw
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"train_f = open('../dataset/train.txt', 'rb').readlines()"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"val_f = open('../dataset/val.txt', 'rb').readlines()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"train = set(map(lambda x: x.split(' ')[0][12:23], train_f))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"collapsed": false
},
"outputs": [],
"source": [
"val = set(map(lambda x: x.split(' ')[0][12:23], val_f))"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"set()"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"train.intersection(val)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"{'2011_001323',\n",
" '2011_000232',\n",
" '2008_007573',\n",
" '2008_007576',\n",
" '2008_007574',\n",
" '2010_005242',\n",
" '2008_007579',\n",
" '2007_001764',\n",
" '2010_005536',\n",
" '2009_000549',\n",
" '2009_000016',\n",
" '2009_000017',\n",
" '2009_000014',\n",
" '2009_000015',\n",
" '2009_000544',\n",
" '2009_000545',\n",
" '2009_000010',\n",
" '2009_000011',\n",
" '2011_000471',\n",
" '2010_004890',\n",
" '2008_003005',\n",
" '2011_000475',\n",
" '2011_000474',\n",
" '2008_003001',\n",
" '2010_000576',\n",
" '2008_003008',\n",
" '2008_007717',\n",
" '2008_007716',\n",
" '2008_007714',\n",
" '2008_007710',\n",
" '2008_007719',\n",
" '2008_000928',\n",
" '2010_004896',\n",
" '2008_000298',\n",
" '2008_000297',\n",
" '2008_000923',\n",
" '2008_000922',\n",
" '2008_000924',\n",
" '2008_000291',\n",
" '2008_000290',\n",
" '2010_004116',\n",
" '2011_001040',\n",
" '2010_005753',\n",
" '2010_006035',\n",
" '2011_001044',\n",
" '2010_004118',\n",
" '2008_003475',\n",
" '2008_003472',\n",
" '2011_001134',\n",
" '2008_003478',\n",
" '2008_003479',\n",
" '2010_003479',\n",
" '2010_003478',\n",
" '2010_003477',\n",
" '2010_003474',\n",
" '2010_003470',\n",
" '2011_001700',\n",
" '2011_001705',\n",
" '2011_001707',\n",
" '2010_001837',\n",
" '2008_001529',\n",
" '2008_001527',\n",
" '2008_001525',\n",
" '2008_001522',\n",
" '2008_001523',\n",
" '2008_001520',\n",
" '2010_003690',\n",
" '2010_003696',\n",
" '2010_003695',\n",
" '2008_002879',\n",
" '2009_003168',\n",
" '2008_002875',\n",
" '2009_003166',\n",
" '2009_003165',\n",
" '2008_002876',\n",
" '2008_002870',\n",
" '2008_002873',\n",
" '2008_002872',\n",
" '2008_008297',\n",
" '2008_008744',\n",
" '2008_008294',\n",
" '2008_008292',\n",
" '2009_002565',\n",
" '2009_002566',\n",
" '2009_002567',\n",
" '2008_008749',\n",
" '2008_008748',\n",
" '2009_002563',\n",
" '2007_004065',\n",
" '2008_004125',\n",
" '2008_004124',\n",
" '2008_004127',\n",
" '2008_004126',\n",
" '2008_004121',\n",
" '2008_004120',\n",
" '2008_004123',\n",
" '2008_004122',\n",
" '2009_004677',\n",
" '2009_004674',\n",
" '2010_001098',\n",
" '2009_004670',\n",
" '2009_004671',\n",
" '2010_004598',\n",
" '2009_004108',\n",
" '2011_002956',\n",
" '2007_000836',\n",
" '2010_005669',\n",
" '2009_002784',\n",
" '2009_002785',\n",
" '2010_001344',\n",
" '2007_000528',\n",
" '2009_002789',\n",
" '2010_005663',\n",
" '2010_005840',\n",
" '2010_005665',\n",
" '2010_005666',\n",
" '2010_005843',\n",
" '2010_004642',\n",
" '2010_004646',\n",
" '2009_003783',\n",
" '2009_003781',\n",
" '2009_003786',\n",
" '2009_003785',\n",
" '2009_003784',\n",
" '2010_002121',\n",
" '2010_002127',\n",
" '2010_002124',\n",
" '2010_002128',\n",
" '2010_002129',\n",
" '2010_001694',\n",
" '2010_001697',\n",
" '2010_001164',\n",
" '2010_001163',\n",
" '2010_001690',\n",
" '2010_001160',\n",
" '2010_001698',\n",
" '2009_005033',\n",
" '2009_005031',\n",
" '2009_005030',\n",
" '2009_005037',\n",
" '2009_005036',\n",
" '2009_005035',\n",
" '2011_000388',\n",
" '2011_002420',\n",
" '2011_002421',\n",
" '2011_002422',\n",
" '2011_002935',\n",
" '2011_002932',\n",
" '2011_002933',\n",
" '2011_002930',\n",
" '2008_005522',\n",
" '2008_005523',\n",
" '2008_005521',\n",
" '2008_005526',\n",
" '2008_005527',\n",
" '2008_000734',\n",
" '2008_000737',\n",
" '2009_004922',\n",
" '2008_000732',\n",
" '2008_000733',\n",
" '2008_008121',\n",
" '2008_008120',\n",
" '2008_008123',\n",
" '2008_008122',\n",
" '2008_008125',\n",
" '2009_004929',\n",
" '2011_002994',\n",
" '2008_003278',\n",
" '2008_003275',\n",
" '2008_003276',\n",
" '2008_003277',\n",
" '2008_003271',\n",
" '2008_003272',\n",
" '2009_005257',\n",
" '2009_005256',\n",
" '2008_007969',\n",
" '2009_005251',\n",
" '2008_007964',\n",
" '2008_007966',\n",
" '2009_000542',\n",
" '2008_007962',\n",
" '2009_004285',\n",
" '2011_001264',\n",
" '2009_000546',\n",
" '2011_001591',\n",
" '2009_000547',\n",
" '2007_003715',\n",
" '2007_008526',\n",
" '2011_002999',\n",
" '2010_000564',\n",
" '2010_000567',\n",
" '2010_000561',\n",
" '2010_000562',\n",
" '2010_000568',\n",
" '2009_004062',\n",
" '2009_004984',\n",
" '2008_002279',\n",
" '2008_002278',\n",
" '2009_001541',\n",
" '2008_002272',\n",
" '2008_002270',\n",
" '2009_003067',\n",
" '2008_001068',\n",
" '2009_004289',\n",
" '2008_001063',\n",
" '2008_001062',\n",
" '2008_001060',\n",
" '2008_001066',\n",
" '2008_007388',\n",
" '2008_007389',\n",
" '2011_000397',\n",
" '2011_000391',\n",
" '2011_000392',\n",
" '2008_007382',\n",
" '2008_007383',\n",
" '2008_007384',\n",
" '2011_000399',\n",
" '2008_004722',\n",
" '2008_004720',\n",
" '2008_004726',\n",
" '2008_004725',\n",
" '2008_004729',\n",
" '2011_003025',\n",
" '2009_001554',\n",
" '2009_001555',\n",
" '2009_004076',\n",
" '2009_001550',\n",
" '2009_001553',\n",
" '2011_003023',\n",
" '2009_001558',\n",
" '2009_000979',\n",
" '2008_006382',\n",
" '2009_002897',\n",
" '2008_006387',\n",
" '2008_006386',\n",
" '2008_006384',\n",
" '2009_000971',\n",
" '2009_000970',\n",
" '2008_006389',\n",
" '2009_000975',\n",
" '2009_000974',\n",
" '2008_007032',\n",
" '2008_007030',\n",
" '2008_007034',\n",
" '2008_007038',\n",
" '2008_007039',\n",
" '2009_004312',\n",
" '2009_004315',\n",
" '2009_004317',\n",
" '2009_000493',\n",
" '2009_004319',\n",
" '2008_002603',\n",
" '2008_002601',\n",
" '2008_002606',\n",
" '2009_000491',\n",
" '2009_002898',\n",
" '2009_004069',\n",
" '2009_000494',\n",
" '2011_000434',\n",
" '2010_003860',\n",
" '2010_003861',\n",
" '2010_003863',\n",
" '2010_003864',\n",
" '2010_003865',\n",
" '2007_004291',\n",
" '2008_005893',\n",
" '2009_000209',\n",
" '2008_005891',\n",
" '2008_005897',\n",
" '2009_004857',\n",
" '2009_000203',\n",
" '2008_005898',\n",
" '2009_000206',\n",
" '2011_000138',\n",
" '2009_004855',\n",
" '2011_000130',\n",
" '2011_000642',\n",
" '2008_005101',\n",
" '2009_004759',\n",
" '2011_001519',\n",
" '2011_001518',\n",
" '2009_004758',\n",
" '2011_001514',\n",
" '2007_004166',\n",
" '2009_003571',\n",
" '2009_003572',\n",
" '2009_003577',\n",
" '2008_005108',\n",
" '2008_003805',\n",
" '2008_003802',\n",
" '2008_003801',\n",
" '2007_005212',\n",
" '2010_002366',\n",
" '2011_000731',\n",
" '2009_004328',\n",
" '2011_001389',\n",
" '2010_004173',\n",
" '2009_003315',\n",
" '2009_003316',\n",
" '2009_003317',\n",
" '2009_003310',\n",
" '2009_003312',\n",
" '2008_000128',\n",
" '2008_008356',\n",
" '2008_008357',\n",
" '2008_008354',\n",
" '2011_001387',\n",
" '2009_001359',\n",
" '2011_001596',\n",
" '2008_008359',\n",
" '2010_005475',\n",
" '2010_005474',\n",
" '2010_005471',\n",
" '2011_001382',\n",
" '2010_005472',\n",
" '2008_005638',\n",
" '2010_002808',\n",
" '2010_004786',\n",
" '2009_001355',\n",
" '2010_004782',\n",
" '2010_002801',\n",
" '2010_002803',\n",
" '2007_001825',\n",
" '2010_002805',\n",
" '2010_002807',\n",
" '2010_002080',\n",
" '2007_009464',\n",
" '2008_006818',\n",
" '2008_006813',\n",
" '2008_006811',\n",
" '2008_006810',\n",
" '2008_006817',\n",
" '2008_006816',\n",
" '2008_006815',\n",
" '2010_005780',\n",
" '2010_001638',\n",
" '2007_003190',\n",
" '2010_004290',\n",
" '2009_001038',\n",
" '2009_001037',\n",
" '2009_001036',\n",
" '2009_001030',\n",
" '2008_002042',\n",
" '2008_002045',\n",
" '2008_002046',\n",
" '2008_002047',\n",
" '2009_002040',\n",
" '2009_002046',\n",
" '2009_002044',\n",
" '2008_006606',\n",
" '2008_001652',\n",
" '2008_001653',\n",
" '2008_006602',\n",
" '2008_001655',\n",
" '2008_006600',\n",
" '2008_001659',\n",
" '2008_006609',\n",
" '2010_004258',\n",
" '2010_004259',\n",
" '2010_004252',\n",
" '2010_004253',\n",
" '2010_004256',\n",
" '2010_004257',\n",
" '2010_004254',\n",
" '2009_001781',\n",
" '2009_001780',\n",
" '2009_001783',\n",
" '2009_001782',\n",
" '2009_001784',\n",
" '2008_005770',\n",
" '2009_001965',\n",
" '2009_001964',\n",
" '2009_001967',\n",
" '2009_001961',\n",
" '2009_001960',\n",
" '2008_005779',\n",
" '2009_001962',\n",
" '2011_003276',\n",
" '2008_001388',\n",
" '2008_001389',\n",
" '2010_005867',\n",
" '2008_001382',\n",
" '2008_001383',\n",
" '2008_001380',\n",
" '2010_001574',\n",
" '2008_001387',\n",
" '2010_001576',\n",
" '2008_001385',\n",
" '2010_000771',\n",
" '2010_000770',\n",
" '2010_000773',\n",
" '2010_000772',\n",
" '2010_000959',\n",
" '2010_004439',\n",
" '2010_000955',\n",
" '2010_000778',\n",
" '2008_001907',\n",
" '2010_000956',\n",
" '2011_002897',\n",
" '2010_004431',\n",
" '2010_005865',\n",
" '2008_002621',\n",
" '2009_000789',\n",
" '2009_000782',\n",
" '2009_000783',\n",
" '2008_003395',\n",
" '2008_003394',\n",
" '2008_003393',\n",
" '2010_003874',\n",
" '2008_007556',\n",
" '2011_001599',\n",
" '2008_007559',\n",
" '2008_007558',\n",
" '2009_000562',\n",
" '2009_000563',\n",
" '2009_000560',\n",
" '2009_000566',\n",
" '2009_000567',\n",
" '2009_000565',\n",
" '2008_003021',\n",
" '2008_003020',\n",
" '2008_003023',\n",
" '2008_003022',\n",
" '2008_003025',\n",
" '2010_004373',\n",
" '2008_007739',\n",
" '2010_004037',\n",
" '2008_007730',\n",
" '2008_007733',\n",
" '2008_007735',\n",
" '2008_007736',\n",
" '2010_000320',\n",
" '2009_004499',\n",
" '2010_002211',\n",
" '2010_002884',\n",
" '2008_001899',\n",
" '2008_001896',\n",
" '2008_001894',\n",
" '2010_003451',\n",
" '2008_004559',\n",
" '2010_003321',\n",
" '2010_003326',\n",
" '2008_004550',\n",
" '2008_004551',\n",
" '2010_003329',\n",
" '2008_004553',\n",
" '2008_004554',\n",
" '2011_001727',\n",
" '2008_002817',\n",
" '2009_003140',\n",
" '2009_003143',\n",
" '2008_002814',\n",
" '2008_002813',\n",
" '2009_003144',\n",
" '2008_002811',\n",
" '2009_003146',\n",
" '2009_002546',\n",
" '2009_002231',\n",
" '2009_002232',\n",
" '2009_002542',\n",
" '2009_002543',\n",
" '2009_002236',\n",
" '2008_002349',\n",
" '2007_004081',\n",
" '2008_004148',\n",
" '2008_004147',\n",
" '2008_004145',\n",
" '2008_004142',\n",
" '2011_000229',\n",
" '2011_002079',\n",
" '2009_004694',\n",
" '2009_004697',\n",
" '2011_002073',\n",
" '2011_002074',\n",
" '2010_002320',\n",
" '2010_002321',\n",
" '2010_002496',\n",
" '2010_002497',\n",
" '2010_002326',\n",
" '2010_002327',\n",
" '2010_002498',\n",
" '2010_002499',\n",
" '2010_005310',\n",
" '2010_001364',\n",
" '2010_005312',\n",
" '2008_002340',\n",
" '2010_001361',\n",
" '2010_001360',\n",
" '2010_001363',\n",
" '2010_005317',\n",
" '2010_005318',\n",
" '2010_005868',\n",
" '2011_000221',\n",
" '2011_000922',\n",
" '2011_000920',\n",
" '2011_000927',\n",
" '2008_001338',\n",
" '2009_004169',\n",
" '2008_008726',\n",
" '2008_008725',\n",
" '2008_008724',\n",
" '2010_002149',\n",
" '2008_007455',\n",
" '2010_005986',\n",
" '2009_005015',\n",
" '2009_005016',\n",
" '2010_000898',\n",
" '2010_000899',\n",
" '2008_006452',\n",
" '2011_002402',\n",
" '2010_000897',\n",
" '2009_005019',\n",
" '2010_000891',\n",
" '2007_003889',\n",
" '2008_005548',\n",
" '2008_005549',\n",
" '2008_000719',\n",
" '2008_000716',\n",
" '2008_000714',\n",
" '2008_005541',\n",
" '2008_000711',\n",
" '2007_000504',\n",
" '2008_003256',\n",
" '2009_005278',\n",
" '2008_003255',\n",
" '2008_003252',\n",
" '2008_003251',\n",
" '2009_005272',\n",
" '2008_007947',\n",
" '2010_000097',\n",
" '2008_007942',\n",
" '2010_000091',\n",
" '2008_007940',\n",
" '2008_007941',\n",
" '2010_000098',\n",
" '2010_000099',\n",
" '2008_007948',\n",
" '2008_007949',\n",
" '2008_000436',\n",
" '2007_006900',\n",
" '2010_001148',\n",
" '2007_000768',\n",
" '2010_001140',\n",
" '2010_001143',\n",
" '2010_001142',\n",
" '2007_003267',\n",
" '2010_000548',\n",
" '2010_000549',\n",
" '2010_000547',\n",
" '2010_000233',\n",
" '2010_000234',\n",
" '2007_007230',\n",
" '2010_000541',\n",
" '2011_000258',\n",
" '2008_002259',\n",
" '2008_002258',\n",
" '2008_002255',\n",
" '2008_005269',\n",
" '2008_002251',\n",
" '2008_002250',\n",
" '2008_006010',\n",
" '2008_006017',\n",
" '2008_001048',\n",
" '2008_006014',\n",
" '2008_001047',\n",
" '2008_001046',\n",
" '2008_001041',\n",
" '2008_001042',\n",
" '2008_004707',\n",
" '2008_004706',\n",
" '2008_004703',\n",
" '2008_004702',\n",
" '2009_001577',\n",
" '2009_001575',\n",
" '2009_004052',\n",
" '2009_001570',\n",
" '2009_004051',\n",
" '2009_002843',\n",
" '2009_002842',\n",
" '2009_002841',\n",
" '2009_002847',\n",
" '2009_002845',\n",
" '2009_002844',\n",
" '2009_002849',\n",
" '2008_006793',\n",
" '2009_000992',\n",
" '2007_005902',\n",
" '2009_000996',\n",
" '2009_000995',\n",
" '2008_005447',\n",
" '2008_007054',\n",
" '2011_000596',\n",
" '2008_007056',\n",
" '2008_007057',\n",
" '2008_007050',\n",
" '2007_004500',\n",
" '2008_003313',\n",
" '2008_007058',\n",
" '2008_007059',\n",
" '2007_002024',\n",
" '2008_002668',\n",
" '2009_001875',\n",
" '2008_002665',\n",
" '2008_002666',\n",
" '2008_002662',\n",
" '2009_000199',\n",
" '2009_000198',\n",
" '2009_000192',\n",
" '2009_000197',\n",
" '2009_000195',\n",
" '2008_008745',\n",
" '2010_004807',\n",
" '2009_004001',\n",
" '2008_003749',\n",
" '2011_002241',\n",
" '2010_004805',\n",
" '2011_002246',\n",
" '2011_002248',\n",
" '2010_004804',\n",
" '2009_002569',\n",
" '2009_000229',\n",
" '2009_000225',\n",
" '2009_000227',\n",
" '2009_000223',\n",
" '2011_000116',\n",
" '2011_000114',\n",
" '2011_001573',\n",
" '2011_001572',\n",
" '2011_001571',\n",
" '2011_001220',\n",
" '2009_003554',\n",
" '2009_002561',\n",
" '2010_002791',\n",
" '2010_002790',\n",
" '2010_002793',\n",
" '2009_003087',\n",
" '2010_002794',\n",
" '2009_003082',\n",
" '2009_003083',\n",
" '2009_003088',\n",
" '2009_003089',\n",
" '2008_003533',\n",
" '2008_003820',\n",
" '2008_003531',\n",
" '2007_005273',\n",
" '2008_003827',\n",
" '2008_003534',\n",
" '2008_003829',\n",
" '2010_003848',\n",
" '2008_000563',\n",
" '2010_003844',\n",
" '2010_003845',\n",
" '2008_000562',\n",
" '2009_003888',\n",
" '2009_003338',\n",
" '2009_003884',\n",
" '2007_001595',\n",
" '2009_003333',\n",
" '2009_003883',\n",
" '2010_005929',\n",
" '2008_000566',\n",
" '2010_004809',\n",
" '2010_005419',\n",
" '2010_005417',\n",
" '2010_005416',\n",
" '2010_005415',\n",
" '2010_005414',\n",
" '2010_005410',\n",
" '2010_003159',\n",
" '2009_003309',\n",
" '2010_003151',\n",
" '2010_003153',\n",
" '2010_003154',\n",
" '2010_003156',\n",
" '2010_003157',\n",
" '2011_002218',\n",
" '2009_002689',\n",
" '2009_002688',\n",
" '2009_002681',\n",
" '2009_002683',\n",
" '2009_002685',\n",
" '2009_002684',\n",
" '2009_002687',\n",
" '2008_006839',\n",
" '2008_006834',\n",
" '2008_006837',\n",
" '2009_004679',\n",
" '2008_006831',\n",
" '2008_006833',\n",
" '2008_006832',\n",
" '2008_004080',\n",
" '2008_004081',\n",
" '2008_004087',\n",
" '2008_004084',\n",
" '2008_004088',\n",
" '2009_004737',\n",
" '2009_004734',\n",
" '2009_001011',\n",
" '2009_001013',\n",
" '2008_002069',\n",
" '2008_005283',\n",
" '2008_005282',\n",
" '2008_005281',\n",
" '2009_001016',\n",
" '2008_002062',\n",
" '2008_002061',\n",
" '2008_002066',\n",
" '2008_002067',\n",
" '2008_002064',\n",
" '2008_005288',\n",
" '2009_004229',\n",
" '2008_001679',\n",
" '2009_004228',\n",
" '2008_006952',\n",
" '2009_002064',\n",
" '2008_001670',\n",
" '2009_002066',\n",
" '2009_002061',\n",
" '2009_002060',\n",
" '2008_006954',\n",
" '2008_004881',\n",
" '2008_004887',\n",
" '2008_004885',\n",
" '2010_004238',\n",
" '2010_004239',\n",
" '2010_004230',\n",
" '2010_004231',\n",
" '2009_001907',\n",
" '2009_001906',\n",
" '2009_001905',\n",
" '2009_001904',\n",
" '2008_002399',\n",
" '2008_002395',\n",
" '2009_001909',\n",
" '2009_001908',\n",
" '2010_001552',\n",
" '2010_001550',\n",
" '2010_001551',\n",
" '2008_006488',\n",
" '2008_006489',\n",
" '2010_001555',\n",
" '2008_006487',\n",
" '2008_006481',\n",
" '2008_006482',\n",
" '2008_006483',\n",
" '2010_001718',\n",
" '2010_001719',\n",
" '2011_002873',\n",
" '2011_002872',\n",
" '2011_002871',\n",
" '2009_002835',\n",
" '2010_000931',\n",
" '2010_000938',\n",
" '2009_002780',\n",
" '2011_002022',\n",
" '2009_000760',\n",
" '2009_000762',\n",
" '2009_000763',\n",
" '2009_000768',\n",
" '2010_001347',\n",
" '2010_005849',\n",
" '2011_002380',\n",
" '2008_007538',\n",
" '2008_007537',\n",
" '2008_007536',\n",
" '2008_007534',\n",
" '2008_007533',\n",
" '2008_007531',\n",
" '2008_005758',\n",
" '2008_000432',\n",
" '2008_005023',\n",
" '2008_005750',\n",
" '2008_005752',\n",
" '2008_005757',\n",
" '2010_005847',\n",
" '2008_006220',\n",
" '2008_006221',\n",
" '2008_006222',\n",
" '2008_006224',\n",
" '2008_006225',\n",
" '2008_006227',\n",
" '2009_000504',\n",
" '2009_000505',\n",
" '2009_000500',\n",
" '2009_000501',\n",
" '2009_000502',\n",
" '2009_000503',\n",
" '2011_000698',\n",
" '2008_007281',\n",
" '2008_007280',\n",
" '2010_004900',\n",
" '2008_007282',\n",
" '2008_007285',\n",
" '2008_007287',\n",
" '2008_007286',\n",
" '2008_007289',\n",
" '2010_004908',\n",
" '2010_004909',\n",
" '2007_002611',\n",
" '2010_003950',\n",
" '2008_001336',\n",
" '2010_005848',\n",
" '2009_004187',\n",
" '2007_005043',\n",
" '2007_003529',\n",
" '2007_003525',\n",
" '2011_001158',\n",
" '2011_001791',\n",
" '2011_000569',\n",
" '2011_000560',\n",
" '2011_000567',\n",
" '2011_000565',\n",
" '2008_001871',\n",
" '2008_001872',\n",
" '2008_001876',\n",
" '2010_003305',\n",
" '2010_003304',\n",
" '2008_004570',\n",
" '2010_003301',\n",
" '2010_003300',\n",
" '2008_004574',\n",
" '2008_004579',\n",
" '2010_003309',\n",
" '2011_001741',\n",
" '2011_002584',\n",
" '2010_000213',\n",
" '2010_005845',\n",
" '2008_002838',\n",
" '2009_004502',\n",
" '2009_004503',\n",
" '2008_002831',\n",
" '2008_002830',\n",
" '2008_002834',\n",
" '2010_002575',\n",
" '2010_002577',\n",
" '2008_004161',\n",
" '2008_004163',\n",
" '2008_004165',\n",
" '2008_004166',\n",
" '2010_002309',\n",
" '2010_002573',\n",
" '2011_002055',\n",
" '2010_002303',\n",
" '2010_002301',\n",
" '2010_002307',\n",
" '2011_002053',\n",
" '2010_003554',\n",
" '2010_005625',\n",
" '2010_005627',\n",
" '2010_005620',\n",
" '2010_003002',\n",
" '2009_001809',\n",
" '2010_005628',\n",
" '2010_005629',\n",
" '2010_003003',\n",
" '2011_000901',\n",
" '2010_005841',\n",
" '2011_000909',\n",
" '2011_000908',\n",
" '2010_002168',\n",
" '2008_000089',\n",
" '2010_002166',\n",
" '2010_002167',\n",
" '2008_000084',\n",
" '2008_000085',\n",
" '2008_000082',\n",
" '2008_008701',\n",
" '2008_008700',\n",
" '2009_002219',\n",
" '2008_008705',\n",
" '2008_008707',\n",
" '2008_008706',\n",
" '2009_002212',\n",
" '2008_008708',\n",
" '2009_002211',\n",
" '2009_002216',\n",
" '2009_002214',\n",
" '2009_002215',\n",
" '2009_004117',\n",
" '2011_000320',\n",
" '2009_005076',\n",
" '2009_005075',\n",
" '2011_001310',\n",
" '2009_005073',\n",
" '2009_005070',\n",
" '2011_000322',\n",
" '2011_002464',\n",
" '2011_002460',\n",
" '2011_002461',\n",
" '2011_002462',\n",
" '2009_004112',\n",
" '2008_005566',\n",
" '2008_005567',\n",
" '2008_005564',\n",
" '2008_005563',\n",
" '2008_005560',\n",
" '2008_005561',\n",
" '2008_005569',\n",
" '2010_005338',\n",
" '2010_005332',\n",
" '2010_001305',\n",
" '2007_009348',\n",
" '2010_001301',\n",
" '2009_005293',\n",
" '2009_005292',\n",
" '2009_005294',\n",
" '2010_004573',\n",
" '2009_005299',\n",
" '2010_004570',\n",
" '2010_004577',\n",
" '2010_004576',\n",
" '2007_007783',\n",
" '2008_001218',\n",
" '2008_006611',\n",
" '2007_003207',\n",
" '2007_007250',\n",
" '2010_000218',\n",
" '2008_006613',\n",
" '2008_001210',\n",
" '2011_001422',\n",
" '2009_001651',\n",
" '2008_002236',\n",
" '2008_002234',\n",
" '2008_006617',\n",
" '2008_002231',\n",
" '2008_006242',\n",
" '2008_001026',\n",
" '2008_006037',\n",
" '2008_001024',\n",
" '2008_001023',\n",
" '2008_001022',\n",
" '2008_001021',\n",
" '2008_006032',\n",
" '2008_006039',\n",
" '2008_006038',\n",
" '2009_004131',\n",
" '2008_006968',\n",
" '2009_003626',\n",
" '2011_001605',\n",
" '2008_004768',\n",
" '2008_004767',\n",
" '2008_004766',\n",
" '2008_004764',\n",
" '2008_004763',\n",
" '2008_004760',\n",
" '2009_001590',\n",
" '2009_001591',\n",
" '2009_001593',\n",
" '2007_006254',\n",
" '2009_001595',\n",
" '2010_002686',\n",
" '2009_001598',\n",
" '2008_001812',\n",
" '2008_007118',\n",
" '2009_002865',\n",
" '2009_004926',\n",
" '2009_002867',\n",
" '2010_002684',\n",
" '2009_002862',\n",
" '2009_002869',\n",
" '2008_000815',\n",
" '2009_004921',\n",
" '2008_002647',\n",
" '2008_002645',\n",
" '2008_002643',\n",
" '2008_002640',\n",
" '2008_002641',\n",
" '2008_002649',\n",
" '2011_000656',\n",
" '2011_000359',\n",
" '2011_001086',\n",
" '2011_002268',\n",
" '2011_001084',\n",
" '2011_001081',\n",
" '2009_001959',\n",
" '2011_002629',\n",
" '2011_002260',\n",
" '2011_002265',\n",
" '2008_000868',\n",
" '2008_000860',\n",
" '2008_000861',\n",
" '2008_000864',\n",
" '2008_000867',\n",
" '2009_000247',\n",
" '2011_000688',\n",
" '2009_000244',\n",
" '2011_000682',\n",
" '2011_000683',\n",
" '2009_001229',\n",
" '2009_000249',\n",
" '2009_000248',\n",
" '2011_000176',\n",
" '2008_007076',\n",
" '2008_007075',\n",
" '2008_007073',\n",
" '2008_007070',\n",
" '2009_003538',\n",
" '2009_003539',\n",
" '2009_003534',\n",
" '2009_003537',\n",
" ...}"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"train"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"text/plain": [
"{'2007_007881',\n",
" '2008_006275',\n",
" '2007_006373',\n",
" '2010_000573',\n",
" '2010_000572',\n",
" '2009_001300',\n",
" '2008_007804',\n",
" '2008_007378',\n",
" '2007_002728',\n",
" '2009_000121',\n",
" '2007_002470',\n",
" '2008_007392',\n",
" '2007_006117',\n",
" '2007_009841',\n",
" '2008_002504',\n",
" '2009_000012',\n",
" '2009_000013',\n",
" '2008_003003',\n",
" '2011_000479',\n",
" '2007_002094',\n",
" '2007_004538',\n",
" '2008_007025',\n",
" '2007_005828',\n",
" '2007_006028',\n",
" '2009_004324',\n",
" '2008_002152',\n",
" '2010_003275',\n",
" '2010_003276',\n",
" '2011_001014',\n",
" '2009_000309',\n",
" '2007_002387',\n",
" '2007_004281',\n",
" '2008_003477',\n",
" '2009_004494',\n",
" '2011_001988',\n",
" '2010_002450',\n",
" '2010_003187',\n",
" '2010_003183',\n",
" '2009_004255',\n",
" '2008_003676',\n",
" '2010_003473',\n",
" '2011_000658',\n",
" '2011_001708',\n",
" '2011_001529',\n",
" '2010_001830',\n",
" '2009_004789',\n",
" '2007_004190',\n",
" '2007_004193',\n",
" '2009_003564',\n",
" '2009_003569',\n",
" '2008_003876',\n",
" '2008_003874',\n",
" '2010_003506',\n",
" '2010_002900',\n",
" '2008_008296',\n",
" '2010_002902',\n",
" '2008_008746',\n",
" '2009_002568',\n",
" '2007_001239',\n",
" '2011_000874',\n",
" '2009_003304',\n",
" '2010_001908',\n",
" '2008_003499',\n",
" '2008_003492',\n",
" '2009_002366',\n",
" '2010_005118',\n",
" '2007_000837',\n",
" '2010_004795',\n",
" '2007_000830',\n",
" '2007_000529',\n",
" '2010_005664',\n",
" '2009_002415',\n",
" '2011_002730',\n",
" '2008_000602',\n",
" '2009_002094',\n",
" '2007_000636',\n",
" '2009_002097',\n",
" '2010_005206',\n",
" '2010_001692',\n",
" '2010_001699',\n",
" '2009_005038',\n",
" '2008_005097',\n",
" '2008_001640',\n",
" '2008_005525',\n",
" '2007_009015',\n",
" '2008_000731',\n",
" '2010_005063',\n",
" '2008_008127',\n",
" '2010_001768',\n",
" '2010_004337',\n",
" '2008_003270',\n",
" '2010_001767',\n",
" '2010_001563',\n",
" '2007_003137',\n",
" '2007_003134',\n",
" '2007_007165',\n",
" '2007_003131',\n",
" '2007_008708',\n",
" '2010_000961',\n",
" '2007_009655',\n",
" '2007_009654',\n",
" '2008_007497',\n",
" '2007_006560',\n",
" '2009_000156',\n",
" '2007_003714',\n",
" '2008_007498',\n",
" '2008_004612',\n",
" '2008_006143',\n",
" '2007_003711',\n",
" '2007_006364',\n",
" '2009_001314',\n",
" '2010_003915',\n",
" '2008_007811',\n",
" '2008_007814',\n",
" '2008_002273',\n",
" '2008_001260',\n",
" '2010_004825',\n",
" '2007_002719',\n",
" '2007_003621',\n",
" '2008_003369',\n",
" '2009_003481',\n",
" '2009_000573',\n",
" '2009_004070',\n",
" '2009_004072',\n",
" '2009_003323',\n",
" '2007_005857',\n",
" '2008_007031',\n",
" '2007_002284',\n",
" '2011_000481',\n",
" '2011_000482',\n",
" '2007_002046',\n",
" '2007_006035',\n",
" '2008_003709',\n",
" '2007_002445',\n",
" '2008_007143',\n",
" '2008_001885',\n",
" '2007_005107',\n",
" '2011_001287',\n",
" '2011_001281',\n",
" '2009_000201',\n",
" '2009_000205',\n",
" '2011_002863',\n",
" '2007_004856',\n",
" '2007_004189',\n",
" '2009_003773',\n",
" '2009_003771',\n",
" '2009_003576',\n",
" '2011_002391',\n",
" '2010_002025',\n",
" '2010_000929',\n",
" '2010_003514',\n",
" '2008_002864',\n",
" '2011_001601',\n",
" '2011_001350',\n",
" '2011_001607',\n",
" '2009_002221',\n",
" '2007_004241',\n",
" '2010_002939',\n",
" '2008_000120',\n",
" '2008_000123',\n",
" '2009_003311',\n",
" '2010_001913',\n",
" '2008_005637',\n",
" '2011_002644',\n",
" '2009_004687',\n",
" '2011_002641',\n",
" '2007_004275',\n",
" '2010_002336',\n",
" '2009_002317',\n",
" '2010_002480',\n",
" '2010_005871',\n",
" '2010_001351',\n",
" '2010_005305',\n",
" '2010_004783',\n",
" '2010_004789',\n",
" '2009_003406',\n",
" '2008_000630',\n",
" '2010_005788',\n",
" '2010_002150',\n",
" '2007_001733',\n",
" '2010_001174',\n",
" '2010_000174',\n",
" '2008_008629',\n",
" '2007_000175',\n",
" '2007_000999',\n",
" '2008_002043',\n",
" '2009_002042',\n",
" '2010_005644',\n",
" '2008_000700',\n",
" '2011_003114',\n",
" '2008_005399',\n",
" '2008_005398',\n",
" '2010_004322',\n",
" '2010_004320',\n",
" '2010_001773',\n",
" '2010_000318',\n",
" '2010_000087',\n",
" '2010_001579',\n",
" '2010_000084',\n",
" '2010_000083',\n",
" '2011_003271',\n",
" '2010_001577',\n",
" '2010_005899',\n",
" '2009_001818',\n",
" '2009_004867',\n",
" '2011_003197',\n",
" '2010_004432',\n",
" '2010_000952',\n",
" '2010_000559',\n",
" '2008_007527',\n",
" '2009_000149',\n",
" '2008_006159',\n",
" '2009_001363',\n",
" '2008_002467',\n",
" '2008_002464',\n",
" '2007_007195',\n",
" '2007_007196',\n",
" '2008_002269',\n",
" '2008_006554',\n",
" '2008_007828',\n",
" '2008_001078',\n",
" '2008_006036',\n",
" '2008_001070',\n",
" '2007_003872',\n",
" '2008_001074',\n",
" '2008_001076',\n",
" '2007_007996',\n",
" '2010_000427',\n",
" '2010_000426',\n",
" '2009_001565',\n",
" '2010_000422',\n",
" '2009_001768',\n",
" '2009_004497',\n",
" '2009_001765',\n",
" '2009_000964',\n",
" '2007_005844',\n",
" '2007_005845',\n",
" '2008_007048',\n",
" '2009_005087',\n",
" '2007_003503',\n",
" '2007_003506',\n",
" '2009_000924',\n",
" '2008_003733',\n",
" '2010_002147',\n",
" '2007_002903',\n",
" '2011_000747',\n",
" '2010_003854',\n",
" '2007_000346',\n",
" '2011_002098',\n",
" '2011_001292',\n",
" '2007_005114',\n",
" '2008_001895',\n",
" '2007_004468',\n",
" '2007_006647',\n",
" '2009_000219',\n",
" '2010_003453',\n",
" '2010_003325',\n",
" '2011_001722',\n",
" '2008_004552',\n",
" '2011_001726',\n",
" '2007_004866',\n",
" '2007_004649',\n",
" '2007_004644',\n",
" '2009_003542',\n",
" '2009_005158',\n",
" '2009_003549',\n",
" '2010_002030',\n",
" '2010_003772',\n",
" '2008_000254',\n",
" '2010_000622',\n",
" '2011_001619',\n",
" '2011_001341',\n",
" '2011_001614',\n",
" '2011_001613',\n",
" '2011_001346',\n",
" '2009_002238',\n",
" '2009_002239',\n",
" '2009_003895',\n",
" '2011_000813',\n",
" '2007_001587',\n",
" '2009_002549',\n",
" '2010_001966',\n",
" '2011_002675',\n",
" '2010_001962',\n",
" '2008_004140',\n",
" '2008_001478',\n",
" '2011_002075',\n",
" '2008_002929',\n",
" '2009_004455',\n",
" '2010_001367',\n",
" '2009_005302',\n",
" '2010_005860',\n",
" '2008_008434',\n",
" '2008_001715',\n",
" '2011_002713',\n",
" '2009_002122',\n",
" '2009_003433',\n",
" '2007_000187',\n",
" '2010_002146',\n",
" '2010_002929',\n",
" '2007_009251',\n",
" '2010_002142',\n",
" '2007_009252',\n",
" '2010_002921',\n",
" '2007_009258',\n",
" '2010_000160',\n",
" '2010_000163',\n",
" '2007_007341',\n",
" '2008_005544',\n",
" '2007_007748',\n",
" '2011_003103',\n",
" '2010_004226',\n",
" '2008_007596',\n",
" '2010_004355',\n",
" '2007_003088',\n",
" '2008_002383',\n",
" '2010_000309',\n",
" '2008_007945',\n",
" '2010_005888',\n",
" '2007_008722',\n",
" '2008_006703',\n",
" '2010_001149',\n",
" '2010_000764',\n",
" '2010_000941',\n",
" '2009_001804',\n",
" '2011_002885',\n",
" '2007_000762',\n",
" '2010_004635',\n",
" '2010_000238',\n",
" '2007_006348',\n",
" '2007_007235',\n",
" '2010_000788',\n",
" '2008_002492',\n",
" '2009_000771',\n",
" '2008_002495',\n",
" '2009_002936',\n",
" '2008_007836',\n",
" '2008_001283',\n",
" '2008_007548',\n",
" '2007_003530',\n",
" '2010_000552',\n",
" '2007_006837',\n",
" '2007_003861',\n",
" '2008_001040',\n",
" '2007_009817',\n",
" '2007_002119',\n",
" '2008_004705',\n",
" '2008_004704',\n",
" '2008_004701',\n",
" '2008_003034',\n",
" '2011_000248',\n",
" '2007_002597',\n",
" '2009_001775',\n",
" '2009_000991',\n",
" '2009_000998',\n",
" '2007_005058',\n",
" '2007_009923',\n",
" '2010_005877',\n",
" '2009_000421',\n",
" '2010_003207',\n",
" '2009_000426',\n",
" '2007_005696',\n",
" '2007_007836',\n",
" '2008_000391',\n",
" '2011_002244',\n",
" '2011_002247',\n",
" '2010_003446',\n",
" '2008_004562',\n",
" '2011_000112',\n",
" '2011_001190',\n",
" '2009_003551',\n",
" '2010_002792',\n",
" '2009_003080',\n",
" '2009_002562',\n",
" '2008_006063',\n",
" '2008_003821',\n",
" '2010_003532',\n",
" '2010_003531',\n",
" '2010_006070',\n",
" '2011_000809',\n",
" '2009_002202',\n",
" '2007_001594',\n",
" '2011_000807',\n",
" '2011_001407',\n",
" '2011_002662',\n",
" '2008_004399',\n",
" '2008_004396',\n",
" '2011_002064',\n",
" '2007_005304',\n",
" '2008_000401',\n",
" '2010_002310',\n",
" '2008_002936',\n",
" '2008_008392',\n",
" '2008_008393',\n",
" '2007_001377',\n",
" '2009_002445',\n",
" '2008_000657',\n",
" '2011_001069',\n",
" '2008_006835',\n",
" '2007_009245',\n",
" '2010_001206',\n",
" '2009_004738',\n",
" '2009_004732',\n",
" '2009_004730',\n",
" '2010_004120',\n",
" '2010_004697',\n",
" '2007_007688',\n",
" '2009_002594',\n",
" '2009_002591',\n",
" '2010_001376',\n",
" '2007_000572',\n",
" '2007_009756',\n",
" '2007_009750',\n",
" '2009_005262',\n",
" '2009_005260',\n",
" '2010_001553',\n",
" '2009_004994',\n",
" '2009_004993',\n",
" '2009_001160',\n",
" '2008_006480',\n",
" '2011_003055',\n",
" '2011_002509',\n",
" '2008_000474',\n",
" '2009_004848',\n",
" '2007_000799',\n",
" '2010_001151',\n",
" '2008_004624',\n",
" '2008_006130',\n",
" '2008_005628',\n",
" '2007_001423',\n",
" '2009_002928',\n",
" '2007_003188',\n",
" '2008_002240',\n",
" '2008_002241',\n",
" '2007_002852',\n",
" '2007_006802',\n",
" '2008_006008',\n",
" '2007_008374',\n",
" '2007_007534',\n",
" '2010_000335',\n",
" '2008_006229',\n",
" '2007_006241',\n",
" '2009_002856',\n",
" '2011_000238',\n",
" '2011_000234',\n",
" '2007_005915',\n",
" '2007_002618',\n",
" '2007_002619',\n",
" '2007_005911',\n",
" '2009_000989',\n",
" '2010_003231',\n",
" '2007_005689',\n",
" '2010_003239',\n",
" '2011_000585',\n",
" '2008_007194',\n",
" '2007_008596',\n",
" '2007_004405',\n",
" '2011_000566',\n",
" '2007_005460',\n",
" '2008_001874',\n",
" '2007_005469',\n",
" '2011_002279',\n",
" '2011_001748',\n",
" '2008_004575',\n",
" '2011_001745',\n",
" '2007_007524',\n",
" '2011_001567',\n",
" '2010_003947',\n",
" '2010_003495',\n",
" '2009_003523',\n",
" '2010_002017',\n",
" '2009_004504',\n",
" '2010_002546',\n",
" '2009_004507',\n",
" '2010_003547',\n",
" '2009_004509',\n",
" '2008_000271',\n",
" '2008_000270',\n",
" '2010_003541',\n",
" '2010_003781',\n",
" '2011_000830',\n",
" '2007_001568',\n",
" '2011_001416',\n",
" '2008_004363',\n",
" '2008_004367',\n",
" '2007_008973',\n",
" '2010_005401',\n",
" '2010_002305',\n",
" '2007_007203',\n",
" '2010_003168',\n",
" '2009_002320',\n",
" '2008_002904',\n",
" '2008_002900',\n",
" '2010_005626',\n",
" '2011_000900',\n",
" '2009_003450',\n",
" '2009_001333',\n",
" '2008_000080',\n",
" '2010_002161',\n",
" '2007_001761',\n",
" '2010_005531',\n",
" '2007_001763',\n",
" '2010_005245',\n",
" '2010_005534',\n",
" '2009_004721',\n",
" '2010_002763',\n",
" '2011_001984',\n",
" '2009_005078',\n",
" '2008_003135',\n",
" '2009_001008',\n",
" '2009_003858',\n",
" '2009_002584',\n",
" '2009_003857',\n",
" '2010_004757',\n",
" '2007_009346',\n",
" '2010_004208',\n",
" '2011_002997',\n",
" '2011_002993',\n",
" '2007_009562',\n",
" '2011_003011',\n",
" '2009_004987',\n",
" '2010_001522',\n",
" '2007_003991',\n",
" '2008_006722',\n",
" '2011_002515',\n",
" '2007_008747',\n",
" '2008_000464',\n",
" '2008_005105',\n",
" '2007_000783',\n",
" '2007_009691',\n",
" '2011_003019',\n",
" '2008_000469',\n",
" '2009_004859',\n",
" '2008_005633',\n",
" '2010_000216',\n",
" '2007_003201',\n",
" '2007_003194',\n",
" '2007_003195',\n",
" '2009_002618',\n",
" '2007_002824',\n",
" '2007_002823',\n",
" '2008_002239',\n",
" '2007_003841',\n",
" '2008_000510',\n",
" '2008_004172',\n",
" '2007_003848',\n",
" '2007_009764',\n",
" '2008_001028',\n",
" '2008_006219',\n",
" '2007_002132',\n",
" '2008_006216',\n",
" '2007_008415',\n",
" '2007_003682',\n",
" '2010_000110',\n",
" '2011_000226',\n",
" '2008_006108',\n",
" '2007_002624',\n",
" '2007_005074',\n",
" '2008_007273',\n",
" '2011_002040',\n",
" '2007_006076',\n",
" '2011_002041',\n",
" '2007_007818',\n",
" '2007_007815',\n",
" '2007_007810',\n",
" '2011_000598',\n",
" '2008_007677',\n",
" '2011_001082',\n",
" '2007_008980',\n",
" '2009_004221',\n",
" '2009_000351',\n",
" '2007_006678',\n",
" '2008_000863',\n",
" '2011_001775',\n",
" '2009_000242',\n",
" '2009_000354',\n",
" '2011_000173',\n",
" '2011_000178',\n",
" '2009_000727',\n",
" '2010_003956',\n",
" '2011_001793',\n",
" '2011_001794',\n",
" '2008_006526',\n",
" '2010_006054',\n",
" '2008_003511',\n",
" '2008_004212',\n",
" '2011_001313',\n",
" '2010_003820',\n",
" '2011_001421',\n",
" '2011_000503',\n",
" '2010_001956',\n",
" '2009_003193',\n",
" '2008_004175',\n",
" '2009_003196',\n",
" '2011_002685',\n",
" '2010_001951',\n",
" '2010_002682',\n",
" '2010_005433',\n",
" '2010_005432',\n",
" '2007_001175',\n",
" '2007_008964',\n",
" '2007_008339',\n",
" '2007_001311',\n",
" '2011_000912',\n",
" '2010_005180',\n",
" '2009_003991',\n",
" '2010_005187',\n",
" '2008_000673',\n",
" '2008_000073',\n",
" '2008_000075',\n",
" '2007_004121',\n",
" '2007_009221',\n",
" '2007_001774',\n",
" '2010_002200',\n",
" '2010_005501',\n",
" '2009_002268',\n",
" '2009_002265',\n",
" '2010_005508',\n",
" '2007_001408',\n",
" '2010_001403',\n",
" '2007_001955',\n",
" '2010_005762',\n",
" '2009_003849',\n",
" '2007_009592',\n",
" '2008_000182',\n",
" '2007_000559',\n",
" '2010_005344',\n",
" '2010_001313',\n",
" '2007_008084',\n",
" '2007_003051',\n",
" '2007_007795',\n",
" '2007_000042',\n",
" '2011_001880',\n",
" '2010_001534',\n",
" '2007_007168',\n",
" '2011_003030',\n",
" '2010_000918',\n",
" '2009_002487',\n",
" '2007_009687',\n",
" '2007_009684',\n",
" '2008_005145',\n",
" '2008_004995',\n",
" '2010_004104',\n",
" '2009_000096',\n",
" '2008_001433',\n",
" '2008_005642',\n",
" '2009_004886',\n",
" '2009_004882',\n",
" '2008_007513',\n",
" '2007_006866',\n",
" '2007_006864',\n",
" '2010_000683',\n",
" '2010_000682',\n",
" '2009_001299',\n",
" '2010_004369',\n",
" '2007_007211',\n",
" '2008_008711',\n",
" '2009_000523',\n",
" '2009_004084',\n",
" '2007_006260',\n",
" '2008_004610',\n",
" '2010_000666',\n",
" '2008_002358',\n",
" '2007_008222',\n",
" '2008_005915',\n",
" '2007_009911',\n",
" '2007_006046',\n",
" '2009_000412',\n",
" '2010_004946',\n",
" '2009_000418',\n",
" '2008_003777',\n",
" '2009_001433',\n",
" '2010_004815',\n",
" '2011_000548',\n",
" '2007_006680',\n",
" '2010_003365',\n",
" '2010_003362',\n",
" '2008_000853',\n",
" '2008_002588',\n",
" '2007_006449',\n",
" '2007_006444',\n",
" '2011_001161',\n",
" '2009_003504',\n",
" '2009_003507',\n",
" '2009_003059',\n",
" '2008_001580',\n",
" '2011_002322',\n",
" '2011_002327',\n",
" '2008_000215',\n",
" '2008_000213',\n",
" '2009_002165',\n",
" '2010_003813',\n",
" '2011_000780',\n",
" '2010_003764',\n",
" '2011_000789',\n",
" '2010_003768',\n",
" '2011_001434',\n",
" '2010_002691',\n",
" '2010_002693',\n",
" '2008_004345',\n",
" '2007_005331',\n",
" '2010_005421',\n",
" '2010_002361',\n",
" '2010_005428',\n",
" '2011_001546',\n",
" '2011_001232',\n",
" '2011_000969',\n",
" '2011_000396',\n",
" '2008_000666',\n",
" '2008_000662',\n",
" '2008_000661',\n",
" '2009_003273',\n",
" '2007_004112',\n",
" '2010_005992',\n",
" '2010_005991',\n",
" '2008_008051',\n",
" '2007_000129',\n",
" '2010_002988',\n",
" '2010_005284',\n",
" '2008_001629',\n",
" '2011_003145',\n",
" '2011_003146',\n",
" '2010_001327',\n",
" '2010_004772',\n",
" '2010_005606',\n",
" '2010_004219',\n",
" '2010_005353',\n",
" '2010_004559',\n",
" '2010_004556',\n",
" '2010_004551',\n",
" '2010_004550',\n",
" '2011_003003',\n",
" '2011_002532',\n",
" '2009_001663',\n",
" '2008_001135',\n",
" '2007_007493',\n",
" '2010_000906',\n",
" '2010_000907',\n",
" '2010_000904',\n",
" '2009_001108',\n",
" '2007_007651',\n",
" '2010_000272',\n",
" '2007_007470',\n",
" '2007_007477',\n",
" '2009_000732',\n",
" '2009_000731',\n",
" '2009_000730',\n",
" '2009_004895',\n",
" '2008_002212',\n",
" '2008_007507',\n",
" '2009_004298',\n",
" '2008_006055',\n",
" '2008_000533',\n",
" '2010_000874',\n",
" '2009_000080',\n",
" '2007_008430',\n",
" '2009_004099',\n",
" '2009_000087',\n",
" '2007_006277',\n",
" '2010_000679',\n",
" '2009_000641',\n",
" '2009_002808',\n",
" '2010_004951',\n",
" '2009_001731',\n",
" '2007_008547',\n",
" '2007_008543',\n",
" '2007_003957',\n",
" '2008_005904',\n",
" '2009_000391',\n",
" '2009_000469',\n",
" '2010_004828',\n",
" '2009_004140',\n",
" '2011_002200',\n",
" '2008_001821',\n",
" '2007_002376',\n",
" '2007_006698',\n",
" '2008_000848',\n",
" '2007_002378',\n",
" '2007_005428',\n",
" '2011_001159',\n",
" '2008_000992',\n",
" '2009_003517',\n",
" '2009_003043',\n",
" '2007_008897',\n",
" '2007_009068',\n",
" '2007_005509',\n",
" '2008_003577',\n",
" '2008_003576',\n",
" '2010_002512',\n",
" '2007_000033',\n",
" '2010_003771',\n",
" '2008_002680',\n",
" '2008_002681',\n",
" '2011_001447',\n",
" '2008_003886',\n",
" '2008_003885',\n",
" '2009_003607',\n",
" '2010_003597',\n",
" '2010_002422',\n",
" '2007_001154',\n",
" '2007_008944',\n",
" '2008_003976',\n",
" '2010_003971',\n",
" '2008_003210',\n",
" '2010_005160',\n",
" '2010_005166',\n",
" '2011_001020',\n",
" '2009_003466',\n",
" '2009_003269',\n",
" '2009_002390',\n",
" '2008_005727',\n",
" '2009_002649',\n",
" '2008_006874',\n",
" '2008_008268',\n",
" '2007_000332',\n",
" '2011_002150',\n",
" '2011_002156',\n",
" '2010_002228',\n",
" '2010_005706',\n",
" '2010_005705',\n",
" '2008_008421',\n",
" '2010_005709',\n",
" '2008_005338',\n",
" '2010_004763',\n",
" '2008_008469',\n",
" '2010_005366',\n",
" '2007_001884',\n",
" '2010_000065',\n",
" '2010_004543',\n",
" '2010_005013',\n",
" '2007_000061',\n",
" '2009_005137',\n",
" '2007_000847',\n",
" '2011_002548',\n",
" '2009_002732',\n",
" '2008_005242',\n",
" '2008_008682',\n",
" '2009_002291',\n",
" '2008_005245',\n",
" '2010_004165',\n",
" '2007_003143',\n",
" '2009_002527',\n",
" '2009_000892',\n",
" '2009_000723',\n",
" '2008_002205',\n",
" '2008_003379',\n",
" '2007_006841',\n",
" '2008_001013',\n",
" '2010_004382',\n",
" '2007_009794',\n",
" '2011_002498',\n",
" '2007_007007',\n",
" '2007_003367',\n",
" '2008_004754',\n",
" '2007_003499',\n",
" '2008_004758',\n",
" '2008_007797',\n",
" '2009_001255',\n",
" '2010_004941',\n",
" '2008_002379',\n",
" '2008_007402',\n",
" '2010_000724',\n",
" '2007_003786',\n",
" '2010_000241',\n",
" '2007_008204',\n",
" '2008_001308',\n",
" '2007_002565',\n",
" '2009_000387',\n",
" '2008_004687',\n",
" '2008_003155',\n",
" '2009_001411',\n",
" '2011_002308',\n",
" '2010_005252',\n",
" '2011_000526',\n",
" '2011_000521',\n",
" '2010_003468',\n",
" '2009_000074',\n",
" '2011_000412',\n",
" '2011_000419',\n",
" '2011_000638',\n",
" '2009_003071',\n",
" '2008_000239',\n",
" '2008_000943',\n",
" '2008_000233',\n",
" '2009_004540',\n",
" '2008_000234',\n",
" '2009_004125',\n",
" '2010_003746',\n",
" '2010_003293',\n",
" '2010_000159',\n",
" '2008_001491',\n",
" '2007_005354',\n",
" '2010_003123',\n",
" '2008_002942',\n",
" '2007_005358',\n",
" '2010_002348',\n",
" '2007_001630',\n",
" '2010_005174',\n",
" '2009_003494',\n",
" '2009_003498',\n",
" '2009_003703',\n",
" '2009_003707',\n",
" '2009_002382',\n",
" '2010_001851',\n",
" '2007_000323',\n",
" '2010_002232',\n",
" '2010_005575',\n",
" '2008_001546',\n",
" '2008_001547',\n",
" '2009_003387',\n",
" '2007_001526',\n",
" '2007_001457',\n",
" '2007_000925',\n",
" '2010_001292',\n",
" '2010_005718',\n",
" '2010_005719',\n",
" '2007_001458',\n",
" '2007_009096',\n",
" '2009_003810',\n",
" '2009_004942',\n",
" '2010_001079',\n",
" '2010_001820',\n",
" '2007_009521',\n",
" '2009_005148',\n",
" '2010_001070',\n",
" '2009_002727',\n",
" '2008_001150',\n",
" '2009_003928',\n",
" '2007_009413',\n",
" '2008_005254',\n",
" '2007_009419',\n",
" '2010_004628',\n",
" '2010_001451',\n",
" '2008_006784',\n",
" '2009_000716',\n",
" '2007_007109',\n",
" '2010_000814',\n",
" '2011_002951',\n",
" '2007_003020',\n",
" '2007_003022',\n",
" '2007_003373',\n",
" '2009_000664',\n",
" '2010_003127',\n",
" '2009_001718',\n",
" '2009_001240',\n",
" '2011_003205',\n",
" '2008_005676',\n",
" '2009_001391',\n",
" '2008_001379',\n",
" '2009_000919',\n",
" '2008_006325',\n",
" '2010_004348',\n",
" '2008_006327',\n",
" '2007_003571',\n",
" '2008_003782',\n",
" '2008_003076',\n",
" '2010_001656',\n",
" '2007_001678',\n",
" '2008_003141',\n",
" '2011_000310',\n",
" '2011_000312',\n",
" '2008_006528',\n",
" '2008_006523',\n",
" '2008_006254',\n",
" '2010_001557',\n",
" '2011_000536',\n",
" '2011_002223',\n",
" '2008_005812',\n",
" '2008_007123',\n",
" '2007_002427',\n",
" '2007_002426',\n",
" '2008_002775',\n",
" '2008_002778',\n",
" '2007_009897',\n",
" '2009_002651',\n",
" '2011_002317',\n",
" '2010_002531',\n",
" '2007_005294',\n",
" '2007_005296',\n",
" '2010_002536',\n",
" '2009_004579',\n",
" '2010_002538',\n",
" '2008_000223',\n",
" '2010_003758',\n",
" '2011_001047',\n",
" '2007_004902',\n",
" '2011_001669',\n",
" '2008_001971',\n",
" '2009_003666',\n",
" '2011_001665',\n",
" '2008_004339',\n",
" '2011_002002',\n",
" '2008_002958',\n",
" '2010_003132',\n",
" '2011_001597',\n",
" '2011_001263',\n",
" '2009_003063',\n",
" '2010_003912',\n",
" '2009_003065',\n",
" '2010_005496',\n",
" ...}"
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"val"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 2",
"language": "python",
"name": "python2"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 2
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython2",
"version": "2.7.6"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment