country,year,flickr,ons,flickr_log,ons_log,distance,commonwealth,language,visa,gdp_diff,population_log
ZAF,2013,55,226177,1.740362689494240,5.354448439312040,9079,1,1,1,-23706,7.7241282745
ZAF,2012,113,210758,2.0530784434834200,5.323784068658180,9079,1,1,1,-22526,7.7182935846
ZAF,2011,155,194230,2.1903316981702900,5.288316310166290,9079,1,1,1,-22890,7.7124779614
ZAF,2010,172,208004,2.2355284469075500,5.318071686699420,9079,1,1,1,-22821,7.7066810748
ZAF,2009,122,244585,2.0863598306747500,5.3884298189431800,9079,1,1,1,-23738,7.7009026165
ZAF,2008,142,273610,2.1522883443830600,5.437131966094330,9079,1,1,1,-25018,7.6951423039
USA,2013,2092,2790504,3.3205616801952400,6.445682649385090,5576,0,1,1,16934,8.4998641164
USA,2012,3137,2841049,3.496514518697750,6.453478724129870,5576,0,1,1,16977,8.4967549062
USA,2011,3639,2845543,3.560982055586240,6.454165152770430,5576,0,1,1,15054,8.4935731468
USA,2010,3649,2710615,3.5621738633646500,6.433067837296730,5576,0,1,1,14111,8.4904168398
USA,2009,3045,2877212,3.4835872969688900,6.458971862946320,5576,0,1,1,12169,8.4868150509
USA,2008,3077,2949808,3.4881274962474600,6.469793749112340,5576,0,1,1,12061,8.4830078027
SWE,2013,173,794295,2.2380461031288000,5.899981828721810,1434.39,0,0,0,7245,6.9819341621
SWE,2012,299,777572,2.4756711883244300,5.890740613460870,1434.39,0,0,0,7244,6.9786083898
SWE,2011,337,793945,2.5276299008713400,5.899790418014200,1434.39,0,0,0,6962,6.9753956388
SWE,2010,329,757742,2.5171958979499700,5.879521359920300,1434.39,0,0,0,5322,6.9721160634
SWE,2009,269,604327,2.4297522800024100,5.781271998003320,1434.39,0,0,0,2776,6.9684135960
SWE,2008,243,742502,2.385606273598310,5.870697627804460,1434.39,0,0,0,3269,6.9647138221
SAU,2013,21,107112,1.3222192947339200,5.029838128552140,4954,0,0,2,17571,7.4598276198
SAU,2012,37,110597,1.568201724066990,5.043743346669260,4954,0,0,2,17238,7.4516000172
SAU,2011,57,105244,1.7558748556724900,5.022197345921790,4954,0,0,2,14429,7.4434464948
SAU,2010,46,79325,1.662757831681570,4.89941008077245,4954,0,0,2,11045,7.4355001531
SAU,2009,21,88612,1.3222192947339200,4.947492538827110,4954,0,0,2,7541,7.4280760469
SAU,2008,19,93923,1.2787536009528300,4.972771955950360,4954,0,0,2,5620,7.4210501446
RUS,2013,97,213803,1.9867717342662400,5.330013794765670,2503,0,0,2,-12089,8.1568514804
RUS,2012,90,227520,1.954242509439320,5.357019579049670,2503,0,0,2,-11274,8.1558762916
RUS,2011,153,210996,2.184691430817600,5.324274222148910,2503,0,0,2,-12230,8.1552037853
RUS,2010,146,170489,2.1643528557844400,5.231696363425810,2503,0,0,2,-13706,8.1534658348
RUS,2009,125,137298,2.096910013008060,5.1376642109782700,2503,0,0,2,-15344,8.1520106864
RUS,2008,122,207764,2.0863598306747500,5.31757029800556,2503,0,0,2,-16071,8.1521550047
PRT,2013,135,286729,2.130333768495010,5.457471620058600,1586,0,0,0,-10317,7.0195236297
PRT,2012,276,291824,2.4409090820652200,5.465121005991120,1586,0,0,0,-9331,7.0218028338
PRT,2011,340,282947,2.531478917042250,5.451705093604970,1586,0,0,0,-8973,7.0235635583
PRT,2010,346,315718,2.5390760987927800,5.499299342987650,1586,0,0,0,-8378,7.0242023398
PRT,2009,257,255096,2.4099331233312900,5.406703648764450,1586,0,0,0,-9552,7.0240029550
PRT,2008,254,274519,2.404833716619940,5.4385724082017600,1586,0,0,0,-11255,7.0235889384
POL,2013,105,1358250,2.0211892990699400,6.132979713705760,1450,0,0,0,-12935,7.5858071808
POL,2012,206,1223387,2.3138672203691500,6.087563861270280,1450,0,0,0,-12429,7.5858652020
POL,2011,224,1058573,2.3502480183341600,6.024720812666250,1450,0,0,0,-13052,7.5858458625
POL,2010,216,1102145,2.3344537511509300,6.042238734767400,1450,0,0,0,-13863,7.5818778159
POL,2009,187,1041964,2.271841606536500,6.017852714288420,1450,0,0,0,-15857,7.5815127902
POL,2008,212,1492559,2.3263358609287500,6.173931507552150,1450,0,0,0,-18325,7.5812184983
NZL,2013,77,166081,1.8864907251724800,5.2203199511320800,18356,1,1,1,-1982,6.6503852423
NZL,2012,168,175490,2.225309281725860,5.244252373972470,18356,1,1,1,-2583,6.6466977313
NZL,2011,171,186965,2.2329961103921500,5.271760313865200,18356,1,1,1,-3089,6.6439656306
NZL,2010,193,187548,2.285557309007770,5.273112437222570,18356,1,1,1,-3910,6.6402627440
NZL,2009,185,187306,2.2671717284030100,5.272551689415580,18356,1,1,1,-4595,6.6350613107
NZL,2008,202,208856,2.305351369446620,5.3198469561606900,18356,1,1,1,-7179,6.6303159815
NOR,2013,153,850215,2.184691430817600,5.929528762780910,1155,0,0,0,29252,6.7062217721
NOR,2012,255,771500,2.406540180433960,5.887335930399170,1155,0,0,0,30061,6.7005802458
NOR,2011,271,739399,2.432969290874410,5.868878858876020,1155,0,0,0,27096,6.6948760440
NOR,2010,230,649362,2.361727836017590,5.812486870564730,1155,0,0,0,23492,6.6892424221
NOR,2009,231,573163,2.3636119798921400,5.758278147157140,1155,0,0,0,20467,6.6838325626
NOR,2008,203,688161,2.307496037913210,5.837690056304770,1155,0,0,0,24996,6.6783555564
NLD,2013,475,1921942,2.6766936096248700,6.283740277474030,357,0,0,0,7194,7.2254184620
NLD,2012,655,1735840,2.816241299991780,6.239509691854600,357,0,0,0,7708,7.2241434472
NLD,2011,812,1788697,2.9095560292411800,6.252536778592540,357,0,0,0,8348,7.2225363186
NLD,2010,666,1758078,2.823474229170300,6.2450381393487400,357,0,0,0,7332,7.2205106441
NLD,2009,609,1715460,2.7846172926328700,6.234380595909060,357,0,0,0,6540,7.2182830474
NLD,2008,516,1818249,2.712649701627210,6.259653357390400,357,0,0,0,6569,7.2160495380
JPN,2013,93,220836,1.968482948553940,5.3440698721682400,9569,0,0,1,106,8.1049601424
JPN,2012,178,242832,2.250420002308890,5.385305916784150,9569,0,0,1,536,8.1057195800
JPN,2011,233,237560,2.36735592102602,5.375773316604980,9569,0,0,1,-485,8.1065895612
JPN,2010,256,222881,2.4082399653118500,5.348073047632960,9569,0,0,1,-330,8.1053414039
JPN,2009,186,235558,2.2695129442179200,5.372097858295570,9569,0,0,1,-2836,8.1057075583
JPN,2008,173,238961,2.2380461031288000,5.378327027028170,9569,0,0,1,-2756,8.1062046367
ITA,2013,994,1665808,2.997386384397310,6.221624943441860,1437,0,0,0,-1907,7.7769269366
ITA,2012,1760,1521058,3.24551266781415,6.182145774605070,1437,0,0,0,-542,7.7748067661
ITA,2011,2223,1526315,3.3469394626989900,6.183644172310990,1437,0,0,0,-174,7.7736361633
ITA,2010,2018,1471777,3.3049211619008900,6.167842011763600,1437,0,0,0,-690,7.7728892711
ITA,2009,1626,1220907,3.211120541258050,6.086682583744180,1437,0,0,0,-1708,7.7715534194
ITA,2008,1391,1639316,3.143327129992050,6.214662677687820,1437,0,0,0,-2403,7.7695747153
IRL,2013,473,2393457,2.674861140737810,6.379025629507350,463,0,1,0,7095,6.6623120735
IRL,2012,610,2452877,2.785329835010770,6.3896757709701100,463,0,1,0,8193,6.6615189880
IRL,2011,708,2573850,2.8500332576897700,6.41058323329467,463,0,1,0,8145,6.6605613654
IRL,2010,762,2629022,2.8819549713396000,6.4197942203546000,463,0,1,0,6881,6.6589796046
IRL,2009,619,2947552,2.791690649020120,6.469461475553000,463,0,1,0,5434,6.6566132018
IRL,2008,576,3069999,2.7604224834232100,6.4871382340131600,463,0,1,0,5848,6.6522022322
IND,2013,113,375270,2.0530784434834200,5.574343847239560,7199,1,1,3,-30799,9.0976527493
IND,2012,210,339478,2.322219294733920,5.530811634910520,7199,1,1,3,-29640,9.0922597014
IND,2011,244,355596,2.3873898263387300,5.550956867068430,7199,1,1,3,-29917,9.0867712611
IND,2010,327,371030,2.514547752660290,5.569409026347430,7199,1,1,3,-29698,9.0812121182
IND,2009,211,272787,2.3242824552976900,5.4358236696399000,7199,1,1,3,-30701,9.0755973472
IND,2008,234,359339,2.369215857410140,5.555504354876860,7199,1,1,3,-32519,9.0699130432
FRA,2013,1116,3930396,3.0476641946015600,6.5944363091415200,343,0,0,0,698,7.8197312143
FRA,2012,1845,3786859,3.2659963704950800,6.578279134890580,343,0,0,0,1294,7.8174117066
FRA,2011,2517,3633490,3.4008832155483600,6.560323969276550,343,0,0,0,1463,7.8152029778
FRA,2010,2539,3618327,3.4046627008737200,6.558507812904740,343,0,0,0,517,7.8130679513
FRA,2009,2162,3784473,3.3348556896172900,6.57800541114735,343,0,0,0,-848,7.8109238872
FRA,2008,2060,3636332,3.3138672203691500,6.560663527791310,343,0,0,0,-2305,7.8086909238
FIN,2013,85,215150,1.9294189257142900,5.332741350418580,1823,0,0,0,2041,6.7355515558
FIN,2012,134,208141,2.127104798364810,5.318357636770520,1823,0,0,0,3611,6.7335159251
FIN,2011,206,231327,2.3138672203691500,5.364226325665870,1823,0,0,0,3817,6.7314495108
FIN,2010,176,170462,2.24551266781415,5.23162757963555,1823,0,0,0,2339,6.7294363009
FIN,2009,153,167331,2.184691430817600,5.223576406483980,1823,0,0,0,1044,6.7274494274
FIN,2008,146,179054,2.1643528557844400,5.252984027434060,1823,0,0,0,1735,6.7253724297
ESP,2013,900,1704476,2.9542425094393200,6.231590890492490,1264,0,0,0,-4106,7.6688276379
ESP,2012,1506,1716675,3.177824971864680,6.2346880825420500,1264,0,0,0,-3268,7.6698862420
ESP,2011,2021,1835902,3.305566313515300,6.2638494949506500,1264,0,0,0,-3069,7.6697137671
ESP,2010,1954,1809025,3.2909245593827500,6.257444568676850,1264,0,0,0,-2949,7.6681705520
ESP,2009,1641,2163809,3.215108581053090,6.335218922836120,1264,0,0,0,-2881,7.6661710242
ESP,2008,1365,1974004,3.1351326513767700,6.295348028362070,1264,0,0,0,-3475,7.6623243217
DNK,2013,103,702738,2.012837224705170,5.846793438301850,956,0,0,0,6580,6.7492496641
DNK,2012,163,636185,2.2121876044039600,5.803583425076240,956,0,0,0,7155,6.7475339215
DNK,2011,179,613862,2.2528530309798900,5.788070750009880,956,0,0,0,7030,6.7458997919
DNK,2010,150,550298,2.1760912590556800,5.740597934416570,956,0,0,0,6667,6.7441116371
DNK,2009,139,613538,2.143014800254090,5.787841466295680,956,0,0,0,3797,6.7421825134
DNK,2008,108,560479,2.03342375548695,5.748559345111230,956,0,0,0,3484,6.7398586945
DEU,2013,786,3161980,2.8954225460394100,6.499959118626830,932,0,0,0,7122,7.9064524255
DEU,2012,1146,2967232,3.059184617631370,6.472351503978040,932,0,0,0,7081,7.9053955137
DEU,2011,1252,2947044,3.097604328874410,6.4693866200082400,932,0,0,0,6180,7.9127409489
DEU,2010,1166,3003752,3.066698550423000,6.477664072980050,932,0,0,0,4064,7.9126308026
DEU,2009,908,2779754,2.9580858485210800,6.444006363842620,932,0,0,0,1130,7.9132961350
DEU,2008,826,2899571,2.9169800473203800,6.462333747514550,932,0,0,0,773,7.9143965652
CHN,2013,187,193580,2.271841606536500,5.286860485522370,9207,0,0,3,-24306,9.1327014459
CHN,2012,301,178736,2.4785664955938400,5.252212034468300,9207,0,0,3,-23834,9.1305572922
CHN,2011,389,148558,2.589949601325710,5.171896043970750,9207,0,0,3,-24760,9.1284412743
CHN,2010,347,109502,2.5403294747908700,5.039422051423000,9207,0,0,3,-25194,9.1263603504
CHN,2009,299,87174,2.4756711883244300,4.9403869741498400,9207,0,0,3,-26693,9.1242628831
CHN,2008,251,107871,2.399673721481040,5.032904704805440,9207,0,0,3,-28915,9.1221027831
CHE,2013,235,815769,2.3710678622717400,5.911567197690140,777,0,0,0,17496,6.9074910100
CHE,2012,325,832399,2.5118833609788700,5.920331549801550,777,0,0,0,17366,6.9029195473
CHE,2011,362,768005,2.558708570533170,5.8853640474603400,777,0,0,0,16501,6.8983081245
CHE,2010,291,623445,2.4638929889859100,5.794798146266710,777,0,0,0,14245,6.8934792956
CHE,2009,283,701090,2.4517864355242900,5.845773772595000,777,0,0,0,12487,6.8889558664
CHE,2008,272,702421,2.4345689040342000,5.84659748702075,777,0,0,0,11600,6.8835294236
CAN,2013,311,743858,2.492760389026840,5.871490038096500,5718,1,1,1,6998,7.5460279170
CAN,2012,561,704270,2.7489628612561600,5.8477391890143000,5718,1,1,1,7146,7.5410086956
CAN,2011,617,740207,2.7902851640332400,5.869353187820700,5718,1,1,1,6532,7.5358354478
CAN,2010,622,686040,2.7937903846908200,5.836349438261900,5718,1,1,1,5725,7.5315462786
CAN,2009,536,686872,2.72916478969277,5.836875812935840,5718,1,1,1,3915,7.5267084130
CAN,2008,518,856652,2.714329759745230,5.9328044331560700,5718,1,1,1,3762,7.5217364352
BRA,2013,157,257312,2.1958996524092300,5.410460040435990,9508,0,0,1,-21176,8.3018151956
BRA,2012,240,259717,2.380211241711610,5.414500377679190,9508,0,0,1,-20205,8.2981017281
BRA,2011,278,276358,2.444044795918080,5.441472041038530,9508,0,0,1,-20500,8.2943232029
BRA,2010,215,177508,2.3324384599156100,5.2492179307858300,9508,0,0,1,-20474,8.2905024041
BRA,2009,169,151279,2.2278867046136700,5.179778645028430,9508,0,0,1,-22063,8.2866605941
BRA,2008,156,178777,2.1931245983544600,5.25231164524517,9508,0,0,1,-23520,8.2827706289
BEL,2013,204,1188322,2.3096301674259000,6.074934137509510,320,0,0,0,4129,7.0490294514
BEL,2012,365,1112623,2.562292864456470,6.046348033377450,320,0,0,0,4986,7.0464267176
BEL,2011,401,984557,2.6031443726201800,5.993240864271880,320,0,0,0,5039,7.0432736021
BEL,2010,353,1136376,2.5477747053878200,6.05552205294809,320,0,0,0,3901,7.0382334558
BEL,2009,305,903127,2.4842998393467900,5.955748826194980,320,0,0,0,2074,7.0332827075
BEL,2008,275,970262,2.439332693830260,5.986889022709710,320,0,0,0,679,7.0297883760
AUT,2013,107,275129,2.0293837776852100,5.439536369656090,1236,0,0,0,7958,6.9280774920
AUT,2012,182,267784,2.2600713879850700,5.427784624508340,1236,0,0,0,8475,6.9258271110
AUT,2011,194,271430,2.287801729930230,5.433657846692990,1236,0,0,0,8087,6.9245990469
AUT,2010,188,288210,2.2741578492636800,5.459709045421320,1236,0,0,0,6150,6.9237501069
AUT,2009,178,286148,2.250420002308890,5.45659071480146,1236,0,0,0,4433,6.9224802225
AUT,2008,167,285664,2.222716471147580,5.455855513093770,1236,0,0,0,3437,6.9210059466
AUS,2013,384,1070192,2.5843312243675300,6.029461700171370,16983,1,1,1,7341,7.3641925311
AUS,2012,548,993438,2.7387805584843700,5.997140768176490,16983,1,1,1,8037,7.3564828694
AUS,2011,665,1093779,2.8228216453031000,6.038929580885690,16983,1,1,1,6870,7.3490831688
AUS,2010,588,986280,2.7693773260761400,5.994000226495100,16983,1,1,1,4819,7.3430499805
AUS,2009,552,912659,2.741939077729200,5.960308540862440,16983,1,1,1,5397,7.3362935894
AUS,2008,483,955702,2.683947130751510,5.980322494858870,16983,1,1,1,1166,7.3273425842
ARG,2013,46,116036,1.662757831681570,5.064592749363050,11132,0,0,1,-18700,7.6174852004
ARG,2012,70,103595,1.845098040014260,5.015338794745010,11132,0,0,1,-18700,7.6137036604
ARG,2011,71,81348,1.8512583487190800,4.910346879957070,11132,0,0,1,-18700,7.6099009535
ARG,2010,69,63455,1.8388490907372600,4.8024658484457800,11132,0,0,1,-18700,7.6061041882
ARG,2009,57,69223,1.7558748556724900,4.840250416905710,11132,0,0,1,-18700,7.6023165944
ARG,2008,72,35624,1.8573324964312700,4.551742682123170,11132,0,0,1,-18700,7.5985287901
ARE,2013,86,262321,1.9344984512435700,5.418833059248580,5465,0,0,2,23263,6.9706317711
ARE,2012,103,255340,2.012837224705170,5.4071188540464200,5465,0,0,2,23263,6.9640545061
ARE,2011,121,239052,2.0827853703164500,5.378492381519910,5465,0,0,2,21576,6.9506128962
ARE,2010,101,212603,2.0043213737826400,5.327569388476330,5465,0,0,2,22028,6.9264215284
ARE,2009,68,246273,1.8325089127062400,5.391416800820950,5465,0,0,2,24982,6.8875227241
ARE,2008,59,231743,1.7708520116421400,5.365006624769990,5465,0,0,2,34440,6.8324217257