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Add notebook to clean dataset

Oct 1, 2018

ba56881 · Oct 1, 2018

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Final_dataset.csv

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1	Country	Population	Percentage of World Population	Total Area (km2)	Percentage Water	Total Nominal GDP	Per Capita GDP
2	China	1394350000	18.2	95969612	2.8	14092000000000	10087
3	India	1337630000	17.5	32872632	9.6	2848000000000	2134
4	United States	327918000	4.28	9833523	6.97	19390000000000	59501
5	Brazil	209650000	2.74	85157672	0.65	2138999999999	10224
6	Pakistan	202169000	2.64	8819132	2.86	304400000000	1629
7	Nigeria	193392517	2.53	9237682	1.4	376280000000	1994
8	Bangladesh	165278000	2.16	1475702	6.4	285817000000	1754
9	Russia	146877088	1.92	170982462	13	1719000000000	11946
10	Japan	126420000	1.65	377973	0.8	5167000000000	40849
11	Mexico	124737789	1.63	19725502	2.5	1250000000000	10021
12	Ethiopia	107534882	1.4	11043002	0.7	85664000000	910
13	Philippines	106540000	1.39	3000002	0.61	371800000000	3541
14	Egypt	97639400	1.28	10104082	0.632	237073000000	2501
15	Vietnam	94660000	1.24	3316982	6.4	240779000000	2546
16	DR Congo	84004989	1.1	23454092	3.32	40415000000	446
17	Iran	81830600	1.07	16481952	7.07	438300000000	5383
18	Turkey	80810525	1.06	7833562	1.3	909000000000	11114
19	Thailand	69183173	0.9	5131202	0.4	514700000000	7588
20	United Kingdom	66040229	0.86	2424952	1.34	2624000000000	39734
21	Italy	60421460	0.79	3013402	2.4	2181000000000	35913
22	South Africa	57725600	0.75	12210372	0.380	371000000000	6459
23	Tanzania	54199163	0.71	9473032	6.4	55666000000	1100
24	Myanmar	53862731	0.7	6765782	3.06	69322000000000	1299
25	South Korea	51635256	0.67	1003632	0.3	1693000000000	32775
26	Kenya	50950879	0.67	5803672	2.3	85980000000	1790
27	Colombia	49970000	0.653	11417482	8.8	327978000000	6581
28	Spain	46659302	0.61	5059902	1.04	1506000000000	32559
29	Argentina	44494502	0.58	27804002	1.57	625921000000	14043
30	Algeria	42545964	0.56	23817412	0.0	197629000000	7669
31	Ukraine	42248129	0.55	6036282	7	112154000000	2640
32	Iraq	39339753	0.51	4370722	1.1	202922000000	5091
33	Uganda	38823100	0.51	2410382	15.39	26391000000	700
34	Poland	38433600	0.5	3126962	3.07	614190000000	16179
35	Canada	37239900	0.487	99846702	8.92	1798000000000	48466
36	Morocco	34800600	0.455	7108502	0.056	120997000000	3435
37	Saudi Arabia	33413660	0.44	21496902	0.7	748003000000	22649
38	Uzbekistan	32653900	0.43	4489782	4.9	40259000000	1238
39	Malaysia	32478000	0.424	3308032	0.3	364919000000	11237
40	Venezuela	31828110	0.42	9164452	3.2	100845000000	3168
41	Afghanistan	31575018	0.41	6528642	0.0	21000000000	572
42	Ghana	29614337	0.39	2395672	4.61	49226000000	1697
43	Angola	29250009	0.38	12467002	0.0	112533000000	4101
44	Nepal	29218867	0.38	1471812	2.8	24067000000	837
45	Yemen	28915284	0.38	5279682	0.0	85840000000	3066
46	Mozambique	28861863	0.38	8015902	2.2	12345000000	417
47	North Korea	25610672	0.33	1205402	4.87	25000000000	1000
48	Australia	25077200	0.328	76920242	0.76	1500000000000	59655
49	Ivory Coast	24571044	0.32	3224632	1.4	48142000000	1879
50	Cameroon	23794164	0.31	4754422	0.57	29547000000	1217
51	Niger	21466863	0.28	12670002	0.02	8253000000	440
52	Sri Lanka	21444000	0.28	656102	4.4	93450000000	4310
53	Burkina Faso	20244080	0.26	2742002	0.146	14192000000	729
54	Romania	19524000	0.26	2383972	3	245590000000	12575
55	Kazakhstan	18292700	0.24	27249002	1.7	179000000000	9709
56	Syria	18284407	0.24	1851802	1.1	59957000000	2802
57	Malawi	17931637	0.23	1184842	20.6	6364000000	331
58	Chile	17574003	0.23	756096	1.07	280000000000	15087
59	Guatemala	17302084	0.23	1088892	0.4	82356000000	4770
60	Netherlands	17258700	0.225	415432	18.41	945327000000	55185
61	Ecuador	17084800	0.223	2835612	5	109759000000	6640
62	Zambia	16887720	0.22	7526182	1	23137000000	1342
63	Cambodia	16069921	0.21	1810352	2.5	24360000000	1559
64	Senegal	15726037	0.21	1967122	2.1	16172000000	1019
65	Chad	15353184	0.2	12840002	1.9	11579000000	950
66	Zimbabwe	14848905	0.19	3907572	1	17105000000	1149
67	Rwanda	12001136	0.16	263382	5.3	8918000000	754
68	Guinea	11883516	0.16	2458362	0.0	9183000000	707
69	Tunisia	11446300	0.15	1636102	5.0	40455000000	3531
70	Belgium	11420163	0.15	305282	6.4	562229000000	49272
71	Benin	11362269	0.15	1147632	0.4	9605000000	842
72	Bolivia	11307314	0.15	10985812	1.29	40737000000	3647
73	Cuba	11221060	0.15	1098842	0.94	89689000000	7815
74	Haiti	11112945	0.15	277502	0.7	7897000000	719
75	Greece	10768193	0.14	1319572	0.8669	226770000000	21140
76	Burundi	10681186	0.14	278342	10	3393000000	343
77	Czech Republic	10625449	0.14	788662	2	237997000000	22468
78	Portugal	10291027	0.13	922122	0.5	248891000000	24237
79	Jordan	10250600	0.134	893422	0.6	41692000000	5292
80	Sweden	10182291	0.13	4502952	8.7	601000000000	58345
81	Azerbaijan	9943226	0.13	866002	1.6	39207000000	4097
82	Hungary	9771000	0.13	930302	0.74	144307000000	14742
83	Belarus	9478200	0.12	2075952	1.4	59000000000	6301
84	Tajikistan	8931000	0.12	1431002	1.8	7242000000	819
85	Israel	8920780	0.117	20770220722	2.1	373751000000	42115
86	Austria	8838171	0.12	838792	1.7	477672000000	53764
87	Papua New Guinea	8558800	0.11	4628402	2	21189000000	2613
88	Switzerland	8508904	0.11	412852	4.2	681000000000	80837
89	Sierra Leone	7719729	0.101	717402	1.1	4757000000	711
90	Hong Kong	7448900	0.097	27552	59.8	364782000000	48829
91	Togo	7352000	0.096	567852	4.2	4797000000	621
92	Paraguay	7052983	0.092	4067522	2.3	32290999999	4578
93	Bulgaria	7050034	0.092	110993	0.3	55954000000	7924
94	Laos	6961210	0.091	2379552	2	18337000000	2706
95	El Salvador	6643359	0.087	210412	1.5	28986000000	4776
96	Kyrgyzstan	6309300	0.082	1999512	3.6	7061000000	1139
97	Nicaragua	6284757	0.082	1303752	7.14	13748000000	2207
98	Lebanon	6093509	0.08	104522	1.8	53915000000	11615
99	Turkmenistan	5851466	0.076	4912102	4.9	42355000000	7645
100	Finland	5519463	0.072	3384242	10	289557000000	52422
101	Slovakia	5443120	0.071	490352	0.0789	111000000000	20508
102	Republic of the Congo	5399895	0.071	3420002	3.3	9210000000	1981
103	Norway	5312343	0.069	3852032	5.2	443000000000	82711
104	Eritrea	5187948	0.068	1176002	0.14	6856000000	988
105	Costa Rica	5003393	0.065	511002	0.7	61064000000	12144
106	New Zealand	4907690	0.0641	2680212	1.6	220890000000	44639
107	Ireland	4857000	0.063	702732	2.00	385000000000	80641
108	Central African Republic	4737423	0.062	6229842	12	2003000000	401
109	Oman	4633752	0.061	3095002	0.0	75621000000	17978
110	Liberia	4382387	0.057	1113692	13.514	2335000000	475
111	Kuwait	4226920	0.055	178182	0.0	118271000000	28199
112	Panama	4158783	0.054	754172	2.9	63683000000	15313
113	Croatia	4105493	0.054	565942	1.09	61056000000	14788
114	Mauritania	3984233	0.052	10300002	0.03	5063000000	1304
115	Bosnia and Herzegovina	3511372	0.046	511292	1.4	18560000000	4836
116	Uruguay	3505985	0.046	1762152	1.5	65815000000	18074
117	Puerto Rico	3337177	0.044	91042	1.6	103676000000	30586
118	Mongolia	3228650	0.042	15660002	0.67	13000000000	4029
119	Armenia	2969800	0.039	297432	4.71	11548000000	3861
120	Albania	2870324	0.038	287482	4.7	15289000000	5319
121	Lithuania	2799127	0.037	653002	1.35	54352000000	19534
122	Jamaica	2728864	0.036	109912	1.5	14556000000	5117
123	Qatar	2561643	0.033	115812	0.8	183807000000	66202
124	Namibia	2413643	0.032	8256152	0.0	11765000000	5073
125	Botswana	2302878	0.03	5817302	2.6	18620000000	8443
126	Lesotho	2263010	0.03	303552	0.0032	2721000000	1413
127	The Gambia	2163765	0.028	106892	11.5	1038000000	488
128	Macedonia	2075301	0.027	257132	1.9	12292000000	5916
129	Gabon	2067561	0.027	2676672	3.76	14563000000	7741
130	Slovenia	2066880	0.027	202732	0.7	56933000000	27535
131	Latvia	1923400	0.025	645892	1.57	30176000000	18472
132	Kosovo	1798506	0.023	109082	1.0	7730000000	4140
133	Guinea-Bissau	1584763	0.021	361252	22.4	1295000000	761
134	Bahrain	1496300	0.02	765	0.0	37841000000	25764
135	Trinidad and Tobago	1356633	0.018	51312	0.0	21748000000	15838
136	Estonia	1319133	0.017	452272	4.45	30821000000	23610
137	Mauritius	1264887	0.017	20402	0.07	13297000000	10437
138	East Timor	1261407	0.016	154102	0.0	2498000000	3330
139	Equatorial Guinea	1222442	0.016	280502	0.0	9907000000	11457
140	Swaziland	1159250	0.015	173642	0.9	4572000000	3934
141	Djibouti	1049001	0.014	232002	0.09	2323000000	2214
142	Fiji	884887	0.012	182742	0.0	4869000000	5411
143	Comoros	850688	0.011	18622	0.0	657000000	774
144	Guyana	782225	0.0102	2149702	8.4	3456000000	4492
145	Bhutan	727145	0.01	383942	1.1	2547000000	3117
146	Solomon Islands	667044	0.0087	284002	3.2	840000000	1553
147	Macau	658900	0.0086	115	73.7	44803000000	77451
148	Montenegro	622359	0.0081	138122	2.6	4019999999	6424
149	Luxembourg	602005	0.0079	2586	0.60	72000000000	120061
150	Suriname	568301	0.0074	1638212	1.1	3641000000	6373
151	Cape Verde	544081	0.0071	40332	0.0	1747000000	3287
152	Malta	475701	0.0062	3162	0.001	13329000000	30500
153	Brunei	422678	0.0055	57652	8.6	13002000000	27601
154	Belize	395882	0.0052	229662	0.8	1829000000	4724
155	Bahamas	381320	0.005	138782	28	9529000000	25306
156	Maldives	378114	0.0049	2982	0	4825000000	13196
157	Iceland	353070	0.0046	1027752	2.7	25000000000	70332
158	Northern Cyprus	335455	0.0044	33552	2.7	4032000000	15109
159	Barbados	286388	0.0037	4392	0.0	4385000000	15677
160	French Polynesia	275918	0.0036	41672	12	5623000000	20098
161	Samoa	199052	0.0026	28422	0.3	876000000	4496
162	São Tomé and Príncipe	197700	0.0026	10012	0.0	355000000	1668
163	Saint Lucia	179667	0.0023	6172	1.6	1428000000	8135
164	Aruba	111350	0.0015	178	0.0	2991000000	28924
165	Saint Vincent and the Grenadines	109557	0.0014	3892	0.0	784000000	7123
166	Federated States of Micronesia	105300	0.0014	7022	0.0	329000000	3400
167	Grenada	103328	0.0013	348	1.6	1180000000	10925
168	Tonga	100651	0.0013	7482	4.0	439000000	4220
169	Seychelles	94205	0.0012	4592	0.0	1564000000	16332
170	Antigua and Barbuda	86295	0.0011	4402	0.0	1454000000	15932
171	Andorra	78264	0.001	467	0.26	3249000000	36987
172	Dominica	71293	0.00093	7502	1.6	521000000	7362
173	Cayman Islands	64420	0.00084	2642	1.6	3480000000	58808
174	Bermuda	63779	0.00083	53	27	5853000000	94400
175	Saint Kitts and Nevis	46204	0.0006	2612	0.0	945000000	16793
176	Monaco	38300	0.0005	2	0.0	6500000000	168000
177	Liechtenstein	38111	0.0005	1602	2.7	5155000000	143151
178	San Marino	33344	0.00044	61	0	1550000000	44947
179	Palau	17900	0.00023	4592	0.0	321000000	17438
180	Wallis and Futuna	11700	0.00015	142	0.0	188000000	12640
181	Tuvalu	10640	0.00014	262	0.0	32000000	2970
182	Nauru	10084	0.00013	212	0.57	114000000	8570