Based on Descriptive Analysis of below Data please confirm if corruption in a country have an impact

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Based on Descriptive Analysis of below Data please confirm if corruption in a country have an impact on the Foreign Direct Investment of a country?

Does ease of doing business have an impact on the FDI Investment

Is there a pattern of GDP split among Higher, Middle, and Lower income countries

• What are all the factors that influence the Foreign Direct Investment of a country? Can we predict the FDI given a set of parameters like inflation, GNI, etc (Use Multiple Regression

Country

FDI..bn.US...Current.

PerCapita.GNI..bn.US...Current.

inflation

gdp.agri

gdp.industry

gdp.services

High.Income

Lower.Middle.Income

Upper.Middle.Income

Low.income.country

Corruption.Perception.Index.2009.Score

ease.of.doing.business.ranking.

Albania

0.978

3950

2.229624

21%

20%

60%

3.2

Algeria

2.8465

4420

5.744647

63%

29%

2.8

136

Angola

2.2053

3490

13.73145

66%

25%

1.9

169

Argentina

4.0094

7570

6.274271

34%

57%

2.9

118

Armenia

0.7775

3100

3.406767

17%

36%

46%

2.7

Austria

7.2869

46850

0.490654

31%

68%

7.9

Azerbaijan

0.4733

4840

1.392705

63%

31%

2.3

Bangladesh

0.6742

590

5.423472

19%

29%

52%

2.4

119

Belarus

1.8844

5540

12.94566

42%

50%

2.4

Belgium

34.0869

45310

-0.0532

24%

75%

7.1

Benin

0.0925

750

2.15683

33%

15%

52%

2.9

172

Bhutan

0.0364

2020

4.361122

22%

38%

40%

126

Bolivia

0.423

1620

3.34937

11%

37%

52%

2.7

161

Bosnia and Herzegovina

0.2346

4700

-0.37448

10%

24%

66%

116

Botswana

0.2345

6240

8.027297

53%

46%

5.6

Brazil

25.9486

8040

4.88565

29%

66%

3.7

129

Bulgaria

4.4889

5770

2.753155

29%

67%

3.8

Burkina Faso

0.1714

510

2.608177

29%

20%

51%

3.6

147

Burundi

0.0099

150

10.98147

33%

21%

46%

1.8

176

Cambodia

0.5302

650

-0.66257

29%

30%

41%

145

Cameroon

0.3401

1170

3.043619

44%

16%

41%

2.2

171

Canada

19.8982

42170

0.299467

28%

70%

8.7

Cape Verde

0.1196

3010

0.983223

17%

74%

5.1

146

Central African Republic

0.0423

450

3.519902

55%

20%

25%

183

China

78.1927

3590

-0.70295

11%

49%

40%

3.6

Colombia

7.2604

4930

4.202933

37%

54%

3.7

Congo Brazzaville

2.0835

1830

5.036217

57%

37%

1.9

179

Costa Rica

1.3465

6230

7.843826

29%

63%

5.3

121

Côte d´Ivoire

0.3809

1060

1.026167

28%

22%

50%

2.1

168

Croatia

2.906

13810

2.375315

32%

61%

4.1

103

Denmark

7.7119

58930

1.326372

26%

73%

9.3

Dominica

0.0503

4870

0.0592

18%

33%

50%

5.9

Dominican Republic

2.0666

4510

1.442151

11%

24%

65%

Ecuador

0.3165

3920

5.159892

34%

60%

2.2

138

Egypt

6.7116

2070

11.7635

13%

38%

49%

2.8

106

El Salvador

0.4306

3370

1.052859

11%

25%

64%

3.4

Estonia

1.7512

14060

-0.0843

32%

65%

6.6

Ethiopia

0.0936

330

8.468336

46%

13%

41%

2.7

107

Finland

2.5701

45680

33%

64%

8.9

France

59.9885

42680

0.0895

20%

78%

6.9

Gabon

0.0328

7370

1.885708

57%

37%

2.9

158

Gambia

0.047

440

4.552385

33%

58%

2.9

140

Georgia

0.7637

2530

1.726118

13%

28%

59%

4.1

Germany

35.8412

42560

0.312598

30%

69%

Ghana

1.6847

700

19.25071

37%

25%

37%

3.9

Greece

3.34

28630

1.210902

23%

73%

3.8

109

Guatemala

0.5658

2620

1.858635

13%

26%

61%

3.4

110

Honduras

0.5004

1820

5.496343

13%

28%

58%

2.5

141

Hungary

5.8579

12980

4.209097

32%

65%

5.1

Iceland

0.0897

43220

11.99845

27%

69%

8.7

India

34.577

1180

10.87974

17%

29%

54%

3.4

133

Indonesia

4.8774

2230

4.590492

14%

46%

41%

2.8

122

Iran

3.0161

4530

13.50026

11%

44%

45%

1.8

137

Ireland

25.2333

44310

-4.47994

46%

49%

Israel

3.8941

25740

3.325

32%

66%

6.1

Italy

28.9765

35080

0.774768

27%

71%

4.3

Jamaica

0.5409

4990

9.573787

33%

62%

Japan

11.8341

37870

-1.35202

26%

72%

7.7

Jordan

2.3817

3740

-0.67818

10%

86%

100

Kazakhstan

12.6008

6740

-0.23985

39%

55%

2.7

Kenya

0.1405

770

9.234126

24%

17%

60%

2.2

Korea (South)

1.5063

19830

2.825889

40%

58%

5.5

Kyrgyzstan

0.1894

870

6.862283

32%

19%

49%

1.9

Laos

0.1895

880

0.0351

39%

34%

27%

167

Latvia

0.0739

12390

3.527674

22%

74%

4.5

Lebanon

4.8036

7970

3.412625

19%

76%

2.5

108

Lithuania

0.3067

11410

4.450014

33%

63%

4.9

Luxembourg

165.179

74430

0.367515

14%

86%

8.2

Malawi

0.0604

280

8.422044

38%

18%

44%

3.3

132

Malaysia

1.6093

7230

0.583308

10%

45%

46%

4.5

Maldives

0.0096

3870

3.983751

17%

76%

2.5

Mali

0.1091

680

2.199375

45%

17%

38%

2.8

156

Mauritania

0.0383

960

2.22092

13%

47%

41%

2.5

166

Mauritius

0.2567

7240

2.545348

25%

71%

5.4

Mexico

11.4175

8920

5.2968

34%

62%

3.3

Moldova

0.0864

1590

-0.0549

17%

22%

61%

3.3

Mongolia

0.4372

1630

6.279233

19%

39%

43%

2.7

Morocco

1.3327

2790

0.99561

15%

39%

46%

3.3

128

Mozambique

0.8812

440

3.251693

23%

31%

46%

2.5

135

Namibia

0.4902

4290

8.782413

36%

64%

4.5

Netherlands

31.9378

49350

1.192286

24%

74%

8.9

Nicaragua

0.4342

1000

3.687002

17%

26%

57%

2.5

117

Niger

0.7389

340

4.30622

39%

17%

44%

2.9

174

Nigeria

5.7867

1140

12.35981

18%

51%

31%

2.5

125

Norway

6.8695

86440

2.166847

41%

57%

8.6

Pakistan

2.387

1020

13.6473

20%

27%

53%

2.4

Panama

1.7728

6710

2.409053

16%

78%

3.4

Paraguay

0.2739

2270

2.591947

23%

17%

60%

2.1

124

Peru

4.7597

4150

2.936204

21%

70%

3.7

Philippines

1.948

1790

3.225807

15%

32%

54%

2.4

144

Poland

11.546

12260

3.940016

31%

65%

Portugal

2.8075

20940

-0.825

26%

71%

5.8

Romania

6.31

8330

5.587664

36%

56%

3.8

Russia

37.1341

9370

11.65408

41%

55%

2.2

120

Rwanda

0.1187

460

10.36483

35%

22%

43%

3.3

Saint Lucia

0.1565

5170

0.954529

15%

84%

Saint Vincent and the Grenadines

0.1103

5110

-1.61913

26%

73%

6.4

Samoa

0.0014

2840

6.25628

12%

13%

75%

4.5

Senegal

0.2075

1030

-1.05079

16%

19%

65%

157

Serbia

1.9214

5990

7.782125

12%

24%

64%

3.5

Seychelles

0.2486

8480

31.7572

28%

70%

4.8

111

Singapore

16.8088

37220

0.181324

33%

67%

9.2

Slovakia

0.0314

16130

1.615105

33%

64%

4.5

Slovenia

0.5788

23520

0.85592

34%

64%

6.6

South Africa

5.6281

5770

7.125

31%

65%

4.7

Spain

6.4514

31870

-0.39884

29%

68%

6.1

Sri Lanka

0.404

1990

3.417806

16%

27%

58%

3.1

105

Sudan

2.9228

1220

11.24855

33%

31%

36%

1.5

154

Swaziland

0.066

2350

7.307518

12%

45%

43%

3.6

115

Sweden

10.7077

48930

-0.27843

29%

70%

9.2

Syria

1.4337

2410

2.920897

23%

28%

50%

2.6

143

Tajikistan

0.0158

700

6.448235

23%

29%

48%

152

Tanzania

0.645

500

12.14223

27%

23%

50%

2.6

131

Thailand

5.9556

3760

-0.84572

11%

45%

44%

3.4

Togo

0.0501

440

1.954869

40%

25%

35%

2.8

165

Tonga

0.0146

3260

1.419648

25%

17%

58%

Trinidad and Tobago

0.7091

16490

6.971371

48%

52%

3.6

Tunisia

1.5955

3720

3.834445

11%

28%

61%

4.2

Turkey

7.955

8730

6.250977

29%

63%

4.4

Uganda

0.6037

460

12.72399

29%

25%

46%

2.5

112

Ukraine

4.816

2800

15.89457

32%

59%

2.2

142

United Kingdom

24.7994

41520

-0.55472

23%

76%

7.7

United States

134.71

47240

-0.35555

20%

79%

7.5

Uruguay

1.1388

9360

7.099167

10%

33%

57%

6.7

114

Venezuela

3.105

10150

28.58871

35%

61%

1.9

177

Yemen

0.1292

1060

3.672867

52%

38%

2.1

Zambia

0.6992

970

13.39542

17%

26%

57%

Based on Descriptive Analysis of below Data please confirm if corruption in a country have an impact on the Foreign Direct Investment of a country?
Does ease of doing business have an impact on the FDI Investment
Is there a pattern of GDP split among Higher, Middle, and Lower income countries
• What are all the factors that influence the Foreign Direct Investment of a country? Can we predict the FDI given a set of parameters like inflation, GNI, etc (Use Multiple Regression
Country	FDI..bn.US...Current.	PerCapita.GNI..bn.US...Current.	inflation	gdp.agri	gdp.industry	gdp.services	High.Income	Lower.Middle.Income	Upper.Middle.Income	Low.income.country	Corruption.Perception.Index.2009.Score	ease.of.doing.business.ranking.
Albania	0.978	3950	2.229624	21%	20%	60%	0	0	1	0	3.2	82
Algeria	2.8465	4420	5.744647	8%	63%	29%	0	0	1	0	2.8	136
Angola	2.2053	3490	13.73145	9%	66%	25%	0	1	0	0	1.9	169
Argentina	4.0094	7570	6.274271	9%	34%	57%	0	0	1	0	2.9	118
Armenia	0.7775	3100	3.406767	17%	36%	46%	0	1	0	0	2.7	43
Austria	7.2869	46850	0.490654	2%	31%	68%	1	0	0	0	7.9	28
Azerbaijan	0.4733	4840	1.392705	6%	63%	31%	0	0	1	0	2.3	38
Bangladesh	0.6742	590	5.423472	19%	29%	52%	0	0	0	1	2.4	119
Belarus	1.8844	5540	12.94566	8%	42%	50%	0	0	1	0	2.4	58
Belgium	34.0869	45310	-0.0532	1%	24%	75%	1	0	0	0	7.1	22
Benin	0.0925	750	2.15683	33%	15%	52%	0	0	0	1	2.9	172
Bhutan	0.0364	2020	4.361122	22%	38%	40%	0	1	0	0	5	126
Bolivia	0.423	1620	3.34937	11%	37%	52%	0	1	0	0	2.7	161
Bosnia and Herzegovina	0.2346	4700	-0.37448	10%	24%	66%	0	0	1	0	3	116
Botswana	0.2345	6240	8.027297	2%	53%	46%	0	0	1	0	5.6	45
Brazil	25.9486	8040	4.88565	6%	29%	66%	0	0	1	0	3.7	129
Bulgaria	4.4889	5770	2.753155	5%	29%	67%	0	0	1	0	3.8	44
Burkina Faso	0.1714	510	2.608177	29%	20%	51%	0	0	0	1	3.6	147
Burundi	0.0099	150	10.98147	33%	21%	46%	0	0	0	1	1.8	176
Cambodia	0.5302	650	-0.66257	29%	30%	41%	0	0	0	1	2	145
Cameroon	0.3401	1170	3.043619	44%	16%	41%	0	1	0	0	2.2	171
Canada	19.8982	42170	0.299467	2%	28%	70%	1	0	0	0	8.7	8
Cape Verde	0.1196	3010	0.983223	9%	17%	74%	0	1	0	0	5.1	146
Central African Republic	0.0423	450	3.519902	55%	20%	25%	0	0	0	1	2	183
China	78.1927	3590	-0.70295	11%	49%	40%	0	1	0	0	3.6	89
Colombia	7.2604	4930	4.202933	9%	37%	54%	0	0	1	0	3.7	37
Congo Brazzaville	2.0835	1830	5.036217	6%	57%	37%	0	1	0	0	1.9	179
Costa Rica	1.3465	6230	7.843826	8%	29%	63%	0	0	1	0	5.3	121
Côte d´Ivoire	0.3809	1060	1.026167	28%	22%	50%	0	1	0	0	2.1	168
Croatia	2.906	13810	2.375315	7%	32%	61%	1	0	0	0	4.1	103
Denmark	7.7119	58930	1.326372	1%	26%	73%	1	0	0	0	9.3	6
Dominica	0.0503	4870	0.0592	18%	33%	50%	0	0	1	0	5.9	83
Dominican Republic	2.0666	4510	1.442151	11%	24%	65%	0	0	1	0	3	86
Ecuador	0.3165	3920	5.159892	7%	34%	60%	0	1	0	0	2.2	138
Egypt	6.7116	2070	11.7635	13%	38%	49%	0	1	0	0	2.8	106
El Salvador	0.4306	3370	1.052859	11%	25%	64%	0	1	0	0	3.4	84
Estonia	1.7512	14060	-0.0843	3%	32%	65%	1	0	0	0	6.6	24
Ethiopia	0.0936	330	8.468336	46%	13%	41%	0	0	0	1	2.7	107
Finland	2.5701	45680	0	3%	33%	64%	1	0	0	0	8.9	16
France	59.9885	42680	0.0895	2%	20%	78%	1	0	0	0	6.9	31
Gabon	0.0328	7370	1.885708	6%	57%	37%	0	0	1	0	2.9	158
Gambia	0.047	440	4.552385	33%	9%	58%	0	0	0	1	2.9	140
Georgia	0.7637	2530	1.726118	13%	28%	59%	0	1	0	0	4.1	11
Germany	35.8412	42560	0.312598	1%	30%	69%	1	0	0	0	8	25
Ghana	1.6847	700	19.25071	37%	25%	37%	0	0	0	1	3.9	92
Greece	3.34	28630	1.210902	4%	23%	73%	1	0	0	0	3.8	109
Guatemala	0.5658	2620	1.858635	13%	26%	61%	0	1	0	0	3.4	110
Honduras	0.5004	1820	5.496343	13%	28%	58%	0	1	0	0	2.5	141
Hungary	5.8579	12980	4.209097	3%	32%	65%	1	0	0	0	5.1	47
Iceland	0.0897	43220	11.99845	5%	27%	69%	1	0	0	0	8.7	14
India	34.577	1180	10.87974	17%	29%	54%	0	1	0	0	3.4	133
Indonesia	4.8774	2230	4.590492	14%	46%	41%	0	1	0	0	2.8	122
Iran	3.0161	4530	13.50026	11%	44%	45%	0	0	1	0	1.8	137
Ireland	25.2333	44310	-4.47994	5%	46%	49%	1	0	0	0	8	7
Israel	3.8941	25740	3.325	3%	32%	66%	1	0	0	0	6.1	29
Italy	28.9765	35080	0.774768	2%	27%	71%	1	0	0	0	4.3	78
Jamaica	0.5409	4990	9.573787	5%	33%	62%	0	0	1	0	3	75
Japan	11.8341	37870	-1.35202	1%	26%	72%	1	0	0	0	7.7	15
Jordan	2.3817	3740	-0.67818	4%	10%	86%	0	1	0	0	5	100
Kazakhstan	12.6008	6740	-0.23985	6%	39%	55%	0	0	1	0	2.7	63
Kenya	0.1405	770	9.234126	24%	17%	60%	0	0	0	1	2.2	95
Korea (South)	1.5063	19830	2.825889	3%	40%	58%	1	0	0	0	5.5	19
Kyrgyzstan	0.1894	870	6.862283	32%	19%	49%	0	0	0	1	1.9	41
Laos	0.1895	880	0.0351	39%	34%	27%	0	0	0	1	2	167
Latvia	0.0739	12390	3.527674	3%	22%	74%	1	0	0	0	4.5	27
Lebanon	4.8036	7970	3.412625	5%	19%	76%	0	0	1	0	2.5	108
Lithuania	0.3067	11410	4.450014	4%	33%	63%	0	0	1	0	4.9	26
Luxembourg	165.179	74430	0.367515	0%	14%	86%	1	0	0	0	8.2	64
Malawi	0.0604	280	8.422044	38%	18%	44%	0	0	0	1	3.3	132
Malaysia	1.6093	7230	0.583308	10%	45%	46%	0	0	1	0	4.5	23
Maldives	0.0096	3870	3.983751	7%	17%	76%	0	1	0	0	2.5	87
Mali	0.1091	680	2.199375	45%	17%	38%	0	0	0	1	2.8	156
Mauritania	0.0383	960	2.22092	13%	47%	41%	0	0	0	1	2.5	166
Mauritius	0.2567	7240	2.545348	5%	25%	71%	0	0	1	0	5.4	17
Mexico	11.4175	8920	5.2968	4%	34%	62%	0	0	1	0	3.3	51
Moldova	0.0864	1590	-0.0549	17%	22%	61%	0	1	0	0	3.3	94
Mongolia	0.4372	1630	6.279233	19%	39%	43%	0	1	0	0	2.7	60
Morocco	1.3327	2790	0.99561	15%	39%	46%	0	1	0	0	3.3	128
Mozambique	0.8812	440	3.251693	23%	31%	46%	0	0	0	1	2.5	135
Namibia	0.4902	4290	8.782413	0%	36%	64%	0	0	1	0	4.5	66
Netherlands	31.9378	49350	1.192286	2%	24%	74%	1	0	0	0	8.9	30
Nicaragua	0.4342	1000	3.687002	17%	26%	57%	0	1	0	0	2.5	117
Niger	0.7389	340	4.30622	39%	17%	44%	0	0	0	1	2.9	174
Nigeria	5.7867	1140	12.35981	18%	51%	31%	0	1	0	0	2.5	125
Norway	6.8695	86440	2.166847	2%	41%	57%	1	0	0	0	8.6	10
Pakistan	2.387	1020	13.6473	20%	27%	53%	0	1	0	0	2.4	85
Panama	1.7728	6710	2.409053	6%	16%	78%	0	0	1	0	3.4	77
Paraguay	0.2739	2270	2.591947	23%	17%	60%	0	1	0	0	2.1	124
Peru	4.7597	4150	2.936204	9%	21%	70%	0	0	1	0	3.7	56
Philippines	1.948	1790	3.225807	15%	32%	54%	0	1	0	0	2.4	144
Poland	11.546	12260	3.940016	4%	31%	65%	1	0	0	0	5	72
Portugal	2.8075	20940	-0.825	3%	26%	71%	1	0	0	0	5.8	48
Romania	6.31	8330	5.587664	8%	36%	56%	0	0	1	0	3.8	55
Russia	37.1341	9370	11.65408	4%	41%	55%	0	0	1	0	2.2	120
Rwanda	0.1187	460	10.36483	35%	22%	43%	0	0	0	1	3.3	67
Saint Lucia	0.1565	5170	0.954529	1%	15%	84%	0	0	1	0	7	36
Saint Vincent and the Grenadines	0.1103	5110	-1.61913	1%	26%	73%	0	0	1	0	6.4	70
Samoa	0.0014	2840	6.25628	12%	13%	75%	0	1	0	0	4.5	57
Senegal	0.2075	1030	-1.05079	16%	19%	65%	0	1	0	0	3	157
Serbia	1.9214	5990	7.782125	12%	24%	64%	0	0	1	0	3.5	88
Seychelles	0.2486	8480	31.7572	2%	28%	70%	0	0	1	0	4.8	111
Singapore	16.8088	37220	0.181324	0%	33%	67%	1	0	0	0	9.2	1
Slovakia	0.0314	16130	1.615105	3%	33%	64%	1	0	0	0	4.5	42
Slovenia	0.5788	23520	0.85592	2%	34%	64%	1	0	0	0	6.6	53
South Africa	5.6281	5770	7.125	3%	31%	65%	0	0	1	0	4.7	34
Spain	6.4514	31870	-0.39884	4%	29%	68%	1	0	0	0	6.1	62
Sri Lanka	0.404	1990	3.417806	16%	27%	58%	0	1	0	0	3.1	105
Sudan	2.9228	1220	11.24855	33%	31%	36%	0	1	0	0	1.5	154
Swaziland	0.066	2350	7.307518	12%	45%	43%	0	1	0	0	3.6	115
Sweden	10.7077	48930	-0.27843	2%	29%	70%	1	0	0	0	9.2	18
Syria	1.4337	2410	2.920897	23%	28%	50%	0	1	0	0	2.6	143
Tajikistan	0.0158	700	6.448235	23%	29%	48%	0	0	0	1	2	152
Tanzania	0.645	500	12.14223	27%	23%	50%	0	0	0	1	2.6	131
Thailand	5.9556	3760	-0.84572	11%	45%	44%	0	1	0	0	3.4	12
Togo	0.0501	440	1.954869	40%	25%	35%	0	0	0	1	2.8	165
Tonga	0.0146	3260	1.419648	25%	17%	58%	0	1	0	0	3	52
Trinidad and Tobago	0.7091	16490	6.971371	1%	48%	52%	1	0	0	0	3.6	81
Tunisia	1.5955	3720	3.834445	11%	28%	61%	0	1	0	0	4.2	69
Turkey	7.955	8730	6.250977	9%	29%	63%	0	0	1	0	4.4	73
Uganda	0.6037	460	12.72399	29%	25%	46%	0	0	0	1	2.5	112
Ukraine	4.816	2800	15.89457	9%	32%	59%	0	1	0	0	2.2	142
United Kingdom	24.7994	41520	-0.55472	1%	23%	76%	1	0	0	0	7.7	5
United States	134.71	47240	-0.35555	1%	20%	79%	1	0	0	0	7.5	4
Uruguay	1.1388	9360	7.099167	10%	33%	57%	0	0	1	0	6.7	114
Venezuela	3.105	10150	28.58871	4%	35%	61%	0	0	1	0	1.9	177
Yemen	0.1292	1060	3.672867	9%	52%	38%	0	1	0	0	2.1	99
Zambia	0.6992	970	13.39542	17%	26%	57%	0	0	0	1	3	90