Upload 4 files
Browse files
policy_data_missingness_summary.csv
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Variable,Missing_Count,Missing_Percent
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min_income_to_apply_per_month_usd,2,6.67
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iso3,0,0.0
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visa_adoption_year,0,0.0
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country_name,0,0.0
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coarse_tax_treatment,0,0.0
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visa_duration_months,0,0.0
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min_visa_fee_usd,0,0.0
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cost_of_living_index,0,0.0
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tourism_and_macroeconomic_data_country_missingness.csv
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iso3,Missing_Percent
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VGB,51.11111111111111
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MNP,50.0
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NRU,45.0
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AND,40.66666666666667
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ASM,40.0
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AFG,40.0
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GNQ,40.0
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ISL,40.0
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SMR,40.0
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IRQ,40.0
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CPV,40.0
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ERI,38.57142857142858
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TLS,36.666666666666664
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KNA,35.55555555555555
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SAS,35.29411764705882
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KIR,35.0
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EST,35.0
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BGD,35.0
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MCO,34.66666666666667
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DMA,34.61538461538461
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DEU,34.0
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HRV,33.75
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SRB,33.33333333333333
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WLD,32.94117647058823
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SSF,32.94117647058823
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GRD,32.85714285714286
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| 28 |
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MHL,32.857142857142854
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| 29 |
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TUV,32.50000000000001
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IRN,32.5
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| 31 |
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AUT,32.5
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| 32 |
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QAT,32.0
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| 33 |
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MKD,31.764705882352946
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| 34 |
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CUB,31.538461538461537
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| 35 |
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NGA,31.538461538461537
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| 36 |
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KGZ,31.333333333333336
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| 37 |
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ATG,31.333333333333336
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| 38 |
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LBN,31.25
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| 39 |
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CYM,30.909090909090907
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| 40 |
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MDV,30.76923076923077
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| 41 |
+
MNE,30.0
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| 42 |
+
SYC,30.0
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| 43 |
+
TCD,30.0
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| 44 |
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GNB,30.0
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| 45 |
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DJI,30.0
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| 46 |
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NOR,29.411764705882348
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| 47 |
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MDA,29.09090909090909
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| 48 |
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CHN,28.999999999999996
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| 49 |
+
SWE,28.749999999999996
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| 50 |
+
PLW,28.46153846153846
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| 51 |
+
CAN,28.235294117647058
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| 52 |
+
KEN,28.18181818181818
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| 53 |
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BDI,27.500000000000004
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| 54 |
+
PAK,27.142857142857146
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| 55 |
+
ETH,27.142857142857146
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| 56 |
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STP,27.142857142857146
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| 57 |
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ABW,26.66666666666667
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| 58 |
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TUN,26.666666666666668
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| 59 |
+
CAF,26.36363636363636
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| 60 |
+
CZE,26.25
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| 61 |
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PRT,25.882352941176475
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| 62 |
+
LCA,25.714285714285722
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| 63 |
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BOL,25.71428571428572
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| 64 |
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GEO,25.0
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| 65 |
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CMR,25.0
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| 66 |
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BIH,25.0
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| 67 |
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LVA,24.70588235294117
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| 68 |
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BMU,24.666666666666668
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| 69 |
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BFA,24.666666666666668
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| 70 |
+
GUM,24.666666666666668
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| 71 |
+
SVK,24.666666666666668
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| 72 |
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VCT,24.615384615384617
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| 73 |
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TJK,24.545454545454547
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| 74 |
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GMB,24.0
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| 75 |
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ROU,23.52941176470588
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| 76 |
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MAC,23.333333333333332
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| 77 |
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COD,23.333333333333332
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| 78 |
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GRC,22.941176470588236
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| 79 |
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BTN,22.66666666666667
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| 80 |
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RUS,22.666666666666664
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| 81 |
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BRB,22.666666666666664
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| 82 |
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MYS,22.5
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| 83 |
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GUY,22.5
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| 84 |
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COM,22.30769230769231
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| 85 |
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MDG,22.30769230769231
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| 86 |
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PNG,22.30769230769231
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| 87 |
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PYF,22.30769230769231
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| 88 |
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COG,22.222222222222225
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| 89 |
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TON,22.142857142857146
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| 90 |
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ZMB,22.142857142857146
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| 91 |
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UKR,22.142857142857146
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| 92 |
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SEN,22.000000000000004
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| 93 |
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SDN,22.000000000000004
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| 94 |
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MLT,21.999999999999996
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| 95 |
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CHE,21.875
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| 96 |
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JOR,21.875
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| 97 |
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NIC,21.538461538461537
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| 98 |
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ZWE,21.538461538461537
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| 99 |
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GTM,21.538461538461537
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| 100 |
+
KHM,21.428571428571427
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| 101 |
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GHA,21.428571428571427
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| 102 |
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SUR,21.428571428571427
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| 103 |
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UZB,21.428571428571427
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| 104 |
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AZE,21.428571428571427
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| 105 |
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VEN,21.25
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| 106 |
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LAO,20.909090909090907
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| 107 |
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NER,20.909090909090907
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| 108 |
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BEN,20.909090909090907
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| 109 |
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BLZ,20.833333333333336
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| 110 |
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BWA,20.71428571428571
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| 111 |
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BRA,20.666666666666664
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| 112 |
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FIN,20.0
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| 113 |
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TZA,20.0
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| 114 |
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TGO,20.0
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| 115 |
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KOR,20.0
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| 116 |
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LSO,20.0
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| 117 |
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SYR,20.0
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| 118 |
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ARE,20.0
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| 119 |
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ESP,19.411764705882355
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| 120 |
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UGA,19.285714285714285
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| 121 |
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MMR,19.230769230769234
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| 122 |
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AGO,19.23076923076923
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| 123 |
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VUT,19.166666666666668
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| 124 |
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FSM,19.090909090909093
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| 125 |
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SLB,19.090909090909093
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| 126 |
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SGP,19.0
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| 127 |
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IRL,19.0
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| 128 |
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BLR,18.666666666666664
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| 129 |
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MLI,18.333333333333332
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| 130 |
+
BRN,17.857142857142854
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| 131 |
+
CYP,17.647058823529413
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| 132 |
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LUX,17.5
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| 133 |
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SLE,17.5
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| 134 |
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NCL,17.333333333333336
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| 135 |
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DOM,17.333333333333332
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| 136 |
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TTO,17.333333333333332
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| 137 |
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HTI,17.333333333333332
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| 138 |
+
PRY,17.058823529411764
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| 139 |
+
FRA,16.875
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| 140 |
+
PAN,16.47058823529412
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| 141 |
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NPL,16.153846153846153
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| 142 |
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EGY,15.999999999999998
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| 143 |
+
JAM,15.999999999999998
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| 144 |
+
SWZ,15.882352941176473
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| 145 |
+
MOZ,15.625
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| 146 |
+
BHR,15.454545454545457
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| 147 |
+
ITA,15.333333333333332
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| 148 |
+
ARM,15.333333333333332
|
| 149 |
+
KWT,15.333333333333332
|
| 150 |
+
LTU,15.294117647058824
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| 151 |
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URY,15.0
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| 152 |
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COL,14.705882352941178
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| 153 |
+
BEL,14.705882352941178
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| 154 |
+
WSM,14.374999999999998
|
| 155 |
+
IDN,14.374999999999998
|
| 156 |
+
MWI,14.166666666666666
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| 157 |
+
ALB,14.117647058823529
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| 158 |
+
OMN,14.117647058823529
|
| 159 |
+
BGR,13.999999999999998
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| 160 |
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THA,13.999999999999998
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| 161 |
+
NAM,13.999999999999998
|
| 162 |
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MAR,13.636363636363638
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| 163 |
+
HND,13.529411764705884
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| 164 |
+
RWA,13.333333333333334
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| 165 |
+
CRI,13.333333333333334
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| 166 |
+
KAZ,13.125
|
| 167 |
+
LKA,13.07692307692308
|
| 168 |
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AUS,12.941176470588237
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| 169 |
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MNG,12.941176470588237
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| 170 |
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HKG,12.941176470588234
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| 171 |
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IND,12.5
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| 172 |
+
ISR,11.76470588235294
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| 173 |
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CHL,11.76470588235294
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| 174 |
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ARG,11.333333333333332
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| 175 |
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SLV,11.333333333333332
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| 176 |
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GIN,11.25
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| 177 |
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POL,10.588235294117647
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| 178 |
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SVN,10.588235294117647
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| 179 |
+
ECU,10.588235294117647
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| 180 |
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DZA,10.0
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| 181 |
+
FJI,10.0
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| 182 |
+
PER,8.823529411764705
|
| 183 |
+
NZL,8.235294117647058
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| 184 |
+
ZAF,8.235294117647058
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| 185 |
+
DNK,8.125
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| 186 |
+
HUN,7.647058823529411
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| 187 |
+
MEX,7.0588235294117645
|
| 188 |
+
SAU,7.0588235294117645
|
| 189 |
+
MUS,7.0588235294117645
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| 190 |
+
PHL,7.0588235294117645
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| 191 |
+
JPN,5.625
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tourism_and_macroeconomic_data_missingness_summary.csv
ADDED
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@@ -0,0 +1,11 @@
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| 1 |
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Variable,Missing_Count,Missing_Percent
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| 2 |
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tourism_employment,1400,56.73
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| 3 |
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tourism_gdp_share,1232,49.92
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| 4 |
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expenditures,848,34.36
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| 5 |
+
arrivals_total,770,31.2
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| 6 |
+
arrivals_business,753,30.51
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| 7 |
+
unemployment_rate,239,9.68
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| 8 |
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gdp,19,0.77
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| 9 |
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country_name,0,0.0
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| 10 |
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iso3,0,0.0
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| 11 |
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year,0,0.0
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tourism_and_macroeconomic_data_year_missingness.csv
ADDED
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@@ -0,0 +1,18 @@
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year,Missing_Percent
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| 2 |
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2008,29.718309859154928
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| 3 |
+
2009,29.594594594594597
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| 4 |
+
2010,19.515151515151516
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| 5 |
+
2011,19.27710843373494
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| 6 |
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2012,19.20731707317073
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| 7 |
+
2013,19.04191616766467
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| 8 |
+
2014,18.143712574850298
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| 9 |
+
2015,18.057142857142853
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| 10 |
+
2016,17.599999999999998
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| 11 |
+
2017,17.790697674418603
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| 12 |
+
2018,17.57396449704142
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| 13 |
+
2019,16.94610778443114
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| 14 |
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2020,18.853503184713375
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| 15 |
+
2021,26.369426751592357
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| 16 |
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2022,27.448275862068964
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| 17 |
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2023,35.046728971962615
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| 18 |
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2024,37.142857142857146
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