In [1]:
import pandas as pd
pd.options.display.html.table_schema = True
df = pd.read_csv(
"https://gist.githubusercontent.com/rgbkrk/a7984a8788a73e2afb8fd4b89c8ec6de/raw/db8d1db9f878ed448c3cac3eb3c9c0dc5e80891e/2015.csv"
)
In [2]:
df
Out[2]:
Country
Region
Happiness Rank
Happiness Score
Standard Error
Economy (GDP per Capita)
Family
Health (Life Expectancy)
Freedom
Trust (Government Corruption)
Generosity
Dystopia Residual
0
Switzerland
Western Europe
1
7.587
0.03411
1.39651
1.34951
0.94143
0.66557
0.41978
0.29678
2.51738
1
Iceland
Western Europe
2
7.561
0.04884
1.30232
1.40223
0.94784
0.62877
0.14145
0.43630
2.70201
2
Denmark
Western Europe
3
7.527
0.03328
1.32548
1.36058
0.87464
0.64938
0.48357
0.34139
2.49204
3
Norway
Western Europe
4
7.522
0.03880
1.45900
1.33095
0.88521
0.66973
0.36503
0.34699
2.46531
4
Canada
North America
5
7.427
0.03553
1.32629
1.32261
0.90563
0.63297
0.32957
0.45811
2.45176
5
Finland
Western Europe
6
7.406
0.03140
1.29025
1.31826
0.88911
0.64169
0.41372
0.23351
2.61955
6
Netherlands
Western Europe
7
7.378
0.02799
1.32944
1.28017
0.89284
0.61576
0.31814
0.47610
2.46570
7
Sweden
Western Europe
8
7.364
0.03157
1.33171
1.28907
0.91087
0.65980
0.43844
0.36262
2.37119
8
New Zealand
Australia and New Zealand
9
7.286
0.03371
1.25018
1.31967
0.90837
0.63938
0.42922
0.47501
2.26425
9
Australia
Australia and New Zealand
10
7.284
0.04083
1.33358
1.30923
0.93156
0.65124
0.35637
0.43562
2.26646
10
Israel
Middle East and Northern Africa
11
7.278
0.03470
1.22857
1.22393
0.91387
0.41319
0.07785
0.33172
3.08854
11
Costa Rica
Latin America and Caribbean
12
7.226
0.04454
0.95578
1.23788
0.86027
0.63376
0.10583
0.25497
3.17728
12
Austria
Western Europe
13
7.200
0.03751
1.33723
1.29704
0.89042
0.62433
0.18676
0.33088
2.53320
13
Mexico
Latin America and Caribbean
14
7.187
0.04176
1.02054
0.91451
0.81444
0.48181
0.21312
0.14074
3.60214
14
United States
North America
15
7.119
0.03839
1.39451
1.24711
0.86179
0.54604
0.15890
0.40105
2.51011
15
Brazil
Latin America and Caribbean
16
6.983
0.04076
0.98124
1.23287
0.69702
0.49049
0.17521
0.14574
3.26001
16
Luxembourg
Western Europe
17
6.946
0.03499
1.56391
1.21963
0.91894
0.61583
0.37798
0.28034
1.96961
17
Ireland
Western Europe
18
6.940
0.03676
1.33596
1.36948
0.89533
0.61777
0.28703
0.45901
1.97570
18
Belgium
Western Europe
19
6.937
0.03595
1.30782
1.28566
0.89667
0.58450
0.22540
0.22250
2.41484
19
United Arab Emirates
Middle East and Northern Africa
20
6.901
0.03729
1.42727
1.12575
0.80925
0.64157
0.38583
0.26428
2.24743
20
United Kingdom
Western Europe
21
6.867
0.01866
1.26637
1.28548
0.90943
0.59625
0.32067
0.51912
1.96994
21
Oman
Middle East and Northern Africa
22
6.853
0.05335
1.36011
1.08182
0.76276
0.63274
0.32524
0.21542
2.47489
22
Venezuela
Latin America and Caribbean
23
6.810
0.06476
1.04424
1.25596
0.72052
0.42908
0.11069
0.05841
3.19131
23
Singapore
Southeastern Asia
24
6.798
0.03780
1.52186
1.02000
1.02525
0.54252
0.49210
0.31105
1.88501
24
Panama
Latin America and Caribbean
25
6.786
0.04910
1.06353
1.19850
0.79661
0.54210
0.09270
0.24434
2.84848
25
Germany
Western Europe
26
6.750
0.01848
1.32792
1.29937
0.89186
0.61477
0.21843
0.28214
2.11569
26
Chile
Latin America and Caribbean
27
6.670
0.05800
1.10715
1.12447
0.85857
0.44132
0.12869
0.33363
2.67585
27
Qatar
Middle East and Northern Africa
28
6.611
0.06257
1.69042
1.07860
0.79733
0.64040
0.52208
0.32573
1.55674
28
France
Western Europe
29
6.575
0.03512
1.27778
1.26038
0.94579
0.55011
0.20646
0.12332
2.21126
29
Argentina
Latin America and Caribbean
30
6.574
0.04612
1.05351
1.24823
0.78723
0.44974
0.08484
0.11451
2.83600
...
...
...
...
...
...
...
...
...
...
...
...
...
128
Myanmar
Southeastern Asia
129
4.307
0.04351
0.27108
0.70905
0.48246
0.44017
0.19034
0.79588
1.41805
129
Georgia
Central and Eastern Europe
130
4.297
0.04221
0.74190
0.38562
0.72926
0.40577
0.38331
0.05547
1.59541
130
Malawi
Sub-Saharan Africa
131
4.292
0.06130
0.01604
0.41134
0.22562
0.43054
0.06977
0.33128
2.80791
131
Sri Lanka
Southern Asia
132
4.271
0.03751
0.83524
1.01905
0.70806
0.53726
0.09179
0.40828
0.67108
132
Cameroon
Sub-Saharan Africa
133
4.252
0.04678
0.42250
0.88767
0.23402
0.49309
0.05786
0.20618
1.95071
133
Bulgaria
Central and Eastern Europe
134
4.218
0.04828
1.01216
1.10614
0.76649
0.30587
0.00872
0.11921
0.89991
134
Egypt
Middle East and Northern Africa
135
4.194
0.03260
0.88180
0.74700
0.61712
0.17288
0.06324
0.11291
1.59927
135
Yemen
Middle East and Northern Africa
136
4.077
0.04367
0.54649
0.68093
0.40064
0.35571
0.07854
0.09131
1.92313
136
Angola
Sub-Saharan Africa
137
4.033
0.04758
0.75778
0.86040
0.16683
0.10384
0.07122
0.12344
1.94939
137
Mali
Sub-Saharan Africa
138
3.995
0.05602
0.26074
1.03526
0.20583
0.38857
0.12352
0.18798
1.79293
138
Congo (Brazzaville)
Sub-Saharan Africa
139
3.989
0.06682
0.67866
0.66290
0.31051
0.41466
0.11686
0.12388
1.68135
139
Comoros
Sub-Saharan Africa
140
3.956
0.04797
0.23906
0.79273
0.36315
0.22917
0.19900
0.17441
1.95812
140
Uganda
Sub-Saharan Africa
141
3.931
0.04317
0.21102
1.13299
0.33861
0.45727
0.07267
0.29066
1.42766
141
Senegal
Sub-Saharan Africa
142
3.904
0.03608
0.36498
0.97619
0.43540
0.36772
0.10713
0.20843
1.44395
142
Gabon
Sub-Saharan Africa
143
3.896
0.04547
1.06024
0.90528
0.43372
0.31914
0.11091
0.06822
0.99895
143
Niger
Sub-Saharan Africa
144
3.845
0.03602
0.06940
0.77265
0.29707
0.47692
0.15639
0.19387
1.87877
144
Cambodia
Southeastern Asia
145
3.819
0.05069
0.46038
0.62736
0.61114
0.66246
0.07247
0.40359
0.98195
145
Tanzania
Sub-Saharan Africa
146
3.781
0.05061
0.28520
1.00268
0.38215
0.32878
0.05747
0.34377
1.38079
146
Madagascar
Sub-Saharan Africa
147
3.681
0.03633
0.20824
0.66801
0.46721
0.19184
0.08124
0.21333
1.85100
147
Central African Republic
Sub-Saharan Africa
148
3.678
0.06112
0.07850
0.00000
0.06699
0.48879
0.08289
0.23835
2.72230
148
Chad
Sub-Saharan Africa
149
3.667
0.03830
0.34193
0.76062
0.15010
0.23501
0.05269
0.18386
1.94296
149
Guinea
Sub-Saharan Africa
150
3.656
0.03590
0.17417
0.46475
0.24009
0.37725
0.12139
0.28657
1.99172
150
Ivory Coast
Sub-Saharan Africa
151
3.655
0.05141
0.46534
0.77115
0.15185
0.46866
0.17922
0.20165
1.41723
151
Burkina Faso
Sub-Saharan Africa
152
3.587
0.04324
0.25812
0.85188
0.27125
0.39493
0.12832
0.21747
1.46494
152
Afghanistan
Southern Asia
153
3.575
0.03084
0.31982
0.30285
0.30335
0.23414
0.09719
0.36510
1.95210
153
Rwanda
Sub-Saharan Africa
154
3.465
0.03464
0.22208
0.77370
0.42864
0.59201
0.55191
0.22628
0.67042
154
Benin
Sub-Saharan Africa
155
3.340
0.03656
0.28665
0.35386
0.31910
0.48450
0.08010
0.18260
1.63328
155
Syria
Middle East and Northern Africa
156
3.006
0.05015
0.66320
0.47489
0.72193
0.15684
0.18906
0.47179
0.32858
156
Burundi
Sub-Saharan Africa
157
2.905
0.08658
0.01530
0.41587
0.22396
0.11850
0.10062
0.19727
1.83302
157
Togo
Sub-Saharan Africa
158
2.839
0.06727
0.20868
0.13995
0.28443
0.36453
0.10731
0.16681
1.56726
158 rows × 12 columns
In [ ]:
Content source: DawesLab/LabNotebooks
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