In [1]:
import quandl
In [2]:
with open('quandl_key.txt','r') as f:
key = f.read()
In [4]:
data_trade = quandl.get('RFSS/EXEXPIMP',authtoken=key)
data_trade.head()
Out[4]:
Exports (Bln USD)
Imports (Bln USD)
:With CIS countries: Exports (Bln USD)
:With CIS countries: Imports (Bln USD)
::Of which EurAsEC: Exports (Bln USD)
::Of which EurAsEC: Imports (Bln USD)
::Including states - members of the Customs Union: Exports (Bln USD)
::Including states - members of the Customs Union: Imports (Bln USD)
:With other countries: Exports (Bln USD)
:With other countries: Imports (Bln USD)
Exports (Percentage to Previous Year)
Imports (Percentage to Previous Year)
With CIS countries: Exports (Percentage to Previous Year)
With CIS countries: Imports (Percentage to Previous Year)
::Of which EurAsEC: Exports (Percentage to Previous Year)
::Of which EurAsEC: Imports (Percentage to Previous Year)
::Including states - members of the Customs Union: Exports (Percentage to Previous Year)
::Including states - members of the Customs Union: Imports (Percentage to Previous Year)
:With other countries: Exports (Percentage to Previous Year)
:With other countries: Imports (Percentage to Previous Year)
Date
2000-12-31
103.1
33.9
13.8
11.6
8.0
6.2
NaN
NaN
89.3
22.3
141.4
111.9
129.1
139.1
155.1
129.2
NaN
NaN
143.6
101.5
2005-12-31
241.5
98.7
32.6
19.0
17.3
9.2
NaN
NaN
208.8
79.7
133.0
130.6
110.7
107.2
105.7
90.5
NaN
NaN
137.3
137.8
2009-12-31
301.7
167.3
46.8
21.8
27.4
11.0
NaN
NaN
254.9
145.5
64.5
62.7
67.2
59.6
70.3
62.4
NaN
NaN
64.0
63.1
2010-12-31
397.1
228.9
59.6
31.7
30.4
15.0
NaN
NaN
337.5
197.2
131.6
136.8
127.3
145.4
111.2
136.5
NaN
NaN
132.4
135.5
2011-12-31
516.7
305.8
79.4
44.8
40.9
21.5
39.0
21.1
437.3
260.9
130.1
133.6
133.3
141.3
134.4
143.0
135.7
146.4
129.6
132.3
In [6]:
data_trade_structure = quandl.get(['RFSS/EXCOMIMP','RFSS/EXCOMEXP'],authtoken=key)
data_trade_structure.head()
Out[6]:
RFSS/EXCOMIMP - Exports Total (Bln USD)
RFSS/EXCOMIMP - :Foodstuffs and agricultural raw materials (excluding textile)
RFSS/EXCOMIMP - :Mineral products
RFSS/EXCOMIMP - :Chemical products, rubber
RFSS/EXCOMIMP - :Leather raw materials, fur and articles thereof
RFSS/EXCOMIMP - :Wood, pulp-and-paper products
RFSS/EXCOMIMP - :Textiles, textile articles and footwear
RFSS/EXCOMIMP - :Metals, precious stones and articles thereof
RFSS/EXCOMIMP - :Machinery, equipment and transport means
RFSS/EXCOMIMP - :Others
...
RFSS/EXCOMEXP - Exports Total (Percentage of Total)
RFSS/EXCOMEXP - :Foodstuffs and agricultural raw materials (excluding textile).1
RFSS/EXCOMEXP - :Mineral products.1
RFSS/EXCOMEXP - :Chemical products, rubber.1
RFSS/EXCOMEXP - :Leather raw materials, fur and articles thereof.1
RFSS/EXCOMEXP - :Wood, pulp-and-paper products.1
RFSS/EXCOMEXP - :Textiles, textile articles and footwear.1
RFSS/EXCOMEXP - :Metals, precious stones and articles thereof.1
RFSS/EXCOMEXP - :Machinery, equipment and transport means.1
RFSS/EXCOMEXP - :Others.1
Date
1995-12-31
46.7
13.2
3.0
5.1
0.2
1.1
2.6
3.9
15.7
1.9
...
100.0
1.8
42.5
10.0
0.4
5.6
1.5
26.7
10.2
1.3
2000-12-31
33.9
7.4
2.1
6.1
0.1
1.3
2.0
2.8
10.7
1.4
...
100.0
1.6
53.8
7.2
0.3
4.3
0.8
21.7
8.8
1.5
2005-12-31
98.7
17.4
3.0
16.3
0.3
3.3
3.6
7.7
43.4
3.7
...
100.0
1.9
64.8
6.0
0.1
3.4
0.4
16.8
5.6
1.0
2007-12-31
200.0
27.6
4.7
27.5
0.7
5.3
8.6
16.4
102.0
7.2
...
100.0
2.6
64.9
5.9
0.1
3.5
0.3
15.9
5.6
1.2
2008-12-31
267.0
35.2
8.3
35.2
1.0
6.5
11.7
19.3
141.0
9.1
...
100.0
2.0
69.8
6.4
0.1
2.5
0.2
13.2
4.9
0.9
5 rows × 40 columns
Content source: HrantDavtyan/Data_Scraping
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