1.Overview #

1.1.Data Acquisition #

1.1.1.Standard Acquisition #

InfoTrie’s algorithms scan thousands of websites, blogs, and business news publications every 5 minutes, searching for company mentions. Each article that mentions a given company is assigned a “relevance” score with respect to that company. Articles with low relevance scores are discarded; only articles with moderate and high relevance scores are kept for analysis.

Once a corpus of highly relevant articles has been selected, InfoTrie applies natural language processing in a machine learning framework, to assess the sentiment associated with that selection. Aggregate volume and sentiment scores are then computed using the individual article scores and their relevance weights.

1.1.2.True real-time #

True real-time data acquisition can be done on demand. Please email contact@infotrie.com for more information.

1.2.Indicator Descriptions #

Sentiment Score: A measure of the bullishness / bearishness of the language used in media coverage of a given stock on a given day. Ranges from -5 (extremely negative coverage) to +5 (extremely positive coverage); a score of 0 indicates an absence of articles for that day.

Alternatively, scores may also be expressed on a 0 to 10 scale with 0 still indicating an absence of articles for that day, 1,2,3 a negative score, 4,5,6,7 a neutral score, and 8,9,10 a positive score.

The overall sentiment score is computed as a weighted average of sentiment scores over news titles, headers and company specific phrases. A significant correlation between news sentiment and stock prices is observed across most listings.

Sentiment High: The intraday maximum value of the sentiment score, polled at 5-minute intervals.

Sentiment Low: The intraday minimum value of the sentiment score, polled at 5-minute intervals.

News Volume: The number of news articles about this stock, published and parsed on a given day. Volume of news provides a good indicator of a trend breakout or a trend reversal.

News Buzz: A measure of the rate of change in news coverage of a given stock on a given day, normalized on a scale of 1 to 10. The buzz score measures the change in the standard deviation of periodic news volume. It can be thought of as the “rate of change of news”; it thus serves as a risk alert indicator.

1.2.1.Additional Indicators #

Advanced indicators can be made accessible on demand. Please email contact@infotrie.com for more information.

1.3.Languages #

In standard, sentiment is computed on English content. Additional languages can be processed on demand. Please email contact@infotrie.com for more information.

1.4.Timezone Patameters #

By default, API returns data for Europe/Berlin timezone.

Some APIs have timezone parameter. Users can choose from 3 timezones:
1/ America/New_York
2/ Asia/Singapore
3/ Europe/Berlin

2.Methodology #

2.1.Code Formats #

All FinSentS sentiment datasets are identified by an unique internal identifier per main type of data (company, forex, commodity or topic).

For instance Apple will be c_5379. The full list of companies (over 40,000, both listed and unlisted) can be queried by API.

2.2.Industry classifiers #

InfoTrie’s company classification mirrors GIC’s one. Alternatively Bloomberg’s classification is available. You can refer to Appendix 3.5. for full details

2.3.Stock Tickers #

Stock tickers follow their local naming conventions. Thus Microsoft USA has the ticker MSFT, while Microsoft Stuttgart has the ticker MSF.

As per Bloomberg’s codification, tickers generally have a market prefix. For instance Apple can be APPL:US for the American ticker, but will be APC:GR for Germany’s Xetra Stars. Please refer to exchanges codes below.

2.4.Exchange Codes #

Here is a list of exchanges covered by the FinSentS database, along with their corresponding exchanges codes:


Exchange Code
AktieTorget SS
Amman Stock Exchange JR
Asset Match A0
Athens Exchange GA
Australian Stock Exchange AU
Barbados Stock Exchange BA
BATS Chi-X Europe IX
Belgrade Stock Exchange SG
Berne eXchange SW
Bolsa de Valores de Caracas VC
Bolsa de Valores de Panamá PP
Bolsa Mexicana de Valores MM
Bombay Stock Exchange IN
Borsa Istanbul TI
Borsa Italiana S.p.A IM
Börse Berlin AG GR
Börse München GR
Börse Stuttgart GR
Botswana Stock Exchange BG
Bourse Régionale des Valeurs Mobilières SA BC
Brussels Stock Exchange BB
Bulgaria Stock Exchange BU
Bursa Malaysia MK
Canadian Securities Exchange CN
Casablanca Stock Exchange MC
Colomba Stock Exchange CB
Copenhagen Stock Exchange DC
Cyprus Stock Exchange CY
Dar es Salaam Stock Exchange TZ
Egyptian Exchange EY
Euronext Amsterdam NA
Euronext Paris FP
Frankfurt Stock Exchange GR
Hamburg Stock Exchange GR
Harare Stock Exchange ZH
Helsinki Stock Exchange FH
Hong Kong Stock Exchange HK
ICAP Securities & Derivatives Exchange PZ
Indonesia Stock Exchange IJ
Irish Stock Exchange ID
Johannesburg Stock Exchange SJ
Karachi Stock Exchange PA
Kazakhastan Stock Exchange KZ
Korea Exchange KS
KOSDAQ KS
Kuwait Stock Exchange KK
London Stock Exchange LN
LSE EuropeQS LI
Lusaka Stock Exchange ZL
Malawi Stock Exchange MW
Malta MV
Mongolian Stock Exchange MO
Montenegro Stock Exchange ME
Moscow Interbank Currency Exchange RM
Nairobi Securities Exchange KN
NASDAQ CM US
Nasdaq Dubai DU
NASDAQ GM US
NASDAQ GS US
NASDAQ OMX Iceland IR
NASDAQ OMX Riga LR
NASDAQ OMX Vilnius LH
National Stock Exchange of India IN
New York Stock Exchange US
New Zealand Stock Exchange NZ
Nigerian Stock Exchange NL
Nordic Growth Market SS
NYSE EURONEXT LD
NYSE MKT LLC US
Oslo Stock Exchange NO
OTC US US
OTC BB US
OTC US US
OTC-X BEKB SW
Philippine Stock Exchange PM
Prague Stock Exchange CP
Qatar Exchange QD
Russian Trading System RU
Santiago Stock Exchange CI
Sao Paulo Stock Exchange (BM&F BOVESPA) BZ
Saudi Arabia Stock Exchange AB
Shanghai Stock Exchange CH
Shenzhen Stock Exchange CH
SIGMA X MTF S1
Singapore Exchange Limited SP
SIX Swiss Exchange SW
SIX Swiss Exchange VX
Spanish Stock Market Interconnection System SM
Stock Exchange of Thailand TB
Stockholm Stock Exchange SS
Swaziland Stock Exchange SD
Taipei Exchange TT
Tallinn Stock Exchange ET
Tel Aviv Stock Exchange IT
The Trinidad & Tobago Stock Exchange TP
Tokyo Stock Exchange JP
TOM MTF MT
Toronto Stock Exchange CN
Tradegate TH
Uganda Securities Exchange UG
Vienna Stock Exchange AV
Xetra GR
Zagreb Stock Exchange CZ

 

2.5.Indexes #

35 global indexes are replicated on a daily basis. News indexes can be added on demand. Please contact your customer support for more information. See appendix 3.2 for full list.

2.6.Commodities #

Commodities are identified by a unique identifier and a name (e.g. gold), a type (e.g. metal), a sub type (precious metal) and a classification (e.g. BBG). The BBG commodity classification is maintained in standard, but additional commodity types can be added at will. See appendix 3.1 for full list.

2.7.Forex #

See appendix 3.3 for full list of currency pairs tracked.

2.8.Crypto currencies #

Over 40 crypto currencies are tracked. See appendix 3.6 for full list.

2.9.Financial topics #

Topics are identified by a unique identifier and a name (e.g. Syrian Crisis), a type (e.g. politic), a sub type and a classification. They can be tracked for all countries or a specific one.

Financial topics can be added on demand. A specific list (user defined) can be defined. Alternatively new topics can be automatically discovered in the news by our algorithms. Please email contact@infotrie.com to know more. A sample list can be found in appendix 3.4.

2.10.API AND LIBRARIES #

2.10.1.InfoTrie’s I-Feed #

InfoTrie’s API is accessible directly with a secured key. Please email contact@infotrie.com for more information. Full documentation can be found under: http://www.infotrie.com/interestingreads/api-help

2.11.Data vendors #

The full FinSentS New Sentiment database is accessible via third party vendors such as Quandl (https://www.quandl.com/data/NS1) or Datastream X   (https://datastreamx.com/Api/browseAPIPage.html?id=129)

For complete API documentation, see the corresponding online documentation on the vendors websites.

3.Appendix #

3.1.Commodities #

Commo_Id Commo_Name Commo_Type Commo_SubType Commo_Classification
4 Copper Metals Base Metals BBG
51 Gold Metals Precious Metals BBG
52 Silver Metals Precious Metals BBG
53 Platinum Metals Precious Metals BBG
121 Wheat Soft Grains and Cereals BBG
122 Soybean Soft Grains and Cereals BBG
123 Rice Soft Grains and Cereals BBG
124 Hogs Soft Farms and Fishery BBG
125 Live Cattle Soft Farms and Fishery BBG
126 Cotton Soft Agriculture Softs BBG
127 Cocoa Soft Agriculture Softs BBG
128 Coffee Soft Agriculture Softs BBG
129 Sugar Soft Agriculture Softs BBG
130 Lumber Soft Forestry BBG
131 WTI Energy Energy BBG
132 BRENT Energy Energy BBG
133 NATURAL Energy Energy BBG
134 GASOLINE Energy Energy BBG
135 HEATING Energy Energy BBG
136 EMISSION Energy Energy BBG
137 Rubber Soft Forestry BBG
138 Palm Oil Soft Vegetable Oils BBG
140 Corn Soft Grains and Cereals BBG

3.2.Index List #

id name_short name_long place_id region_id region place ticker_bloomberg ticker_reuters gmt_offset bbg_country bbg_company_ticker_suffix
1 DAX30 DAX 30 DEU EU_R Europe Germany DAX 1 DE
2 CAC40 Cac 40 FRA EU_R Europe France CAC 1 FR
3 LDN100 LDN100 GBR EU_R Europe UK UKX 0 UK
4 STOXX50E Eurostoxx 50 EU_R EU_R Europe Eurozone SX5E 1 EUR
5 DJ30 DJ 30 USA NAMR_R America USA INDU -5 US
6 HSI50 Hang Seng Index HKG_C APAC_R APAC Hong Kong HSI 8 HK
7 STI30 Straits Times Index (STI) 30 SGP APAC_R APAC Singapore FSSTI 8 SG
9 SP500 S&P 500 USA NAMR_R America USA SPX -5 US
14 ASX2000 Australian Stock Exchange AUS ASIA_R Australia Australia ASX 10 AU
11 BSE30 S&P BSE SENSEX IND ASIA_R APAC India SENSEX +5:30 IN
12 NIFTY50 S&P CNX Nifty IND ASIA_R APAC India NIFTY +5:30 IN
13 SSE50 Shangai SE 50 Index CHN ASIA_R APAC China SHCOMP 8 CH
15 APEX50 MSCI APEX50 ASIA_R ASIA_R APAC Asia 3010 8 ASIA
16 IBEX35 IBEX35 ESP EU_R Europe Spain IBEX 1 ES
17 OMX30 Stockholm OMX 30 SWE EU_R Europe Sweden OMX30 1 NORDIC
18 NIKKEI225 Japan Nikkei 225 JPN ASIA_R APAC Japan NKY 10 JP
19 ASX200 Australian Stock Exchange 200 AUS ASIA_R Australia Australia AS51 10 AU
20 RUSSELL200 Russell 200 USA NAMR_R America USA RTY -5 US
21 STOXX600 Stoxx Europe 600 EU_R EU_R Europe Eurozone SXXP 1 EUR
22 NASDAQ NASDAQ Composite Index USA NAMR_R America USA CCMP -5 US
23 TWSE Taiwan Stock Exchange TWN ASIA_R APAC Taiwan TWSE 8 TW TT
24 FTSEMIB BrsaItaliana ITA EUR_R Europe Italy FTSEMIB 1 IT IM
25 BOVESPA BM&F BOVESPA BRA SAMR_R America Brazil IBOV -4 BR
26 AEX Amsterdam Exchange NLD EU_R Europe Netherlands AEX 1 NL
27 TSX Toronto Stock Exchange CAN NAMR_R America Canada SPTSX -5 CA
28 MEXBOL Mexican Stock Exchange Mexican Bolsa MEX Mexico America Mexico MEXBOL -6 MX
29 KLCI Bursa Malaysia Klci MYS ASIA_R APAC Malaysia FBMKLCI 8 MA
30 KOSPI100 KOSPI Index 100 KOR ASIA_R APAC South Korea KOSPI100 9 KO
31 JSE Johannesburg Stock Exchange ZAF AFR Africa South Africa JALSH 1 ZA
32 MICEX Moscow Interbank Currency Exchange RUS EU_R Europe Russia INDEXCF 3 RU
33 NZX50 New Zealand Exchange 50 Gross Index NZL ASIA_R Australia New Zealand NZSE50FG 12 NZ
34 JKSE Jakarta Stock Exchange Composite Index IDN ASIA_R APAC Indonesia JCI 7 ID
35 SET50 Stock Exchange of Thailand 50 THA ASIA_R APAC Thailand SET 0 TH

3.3.Forex #

List of currency pairs tracked

Forex_Id Forex_Code

 

1 XAU/HKD
2 HKD/XAU
3 XAU/INR

 

4 INR/XAU
5 XAU/NOK
6 NOK/XAU
7 XAU/SEK
8 SEK/XAU
9 XAU/SGD
10 SGD/XAU
11 XAU/AUD
12 AUD/XAU
13 XAU/EUR
14 EUR/XAU
15 XAU/GBP
16 GBP/XAU
17 XAU/NZD
18 NZD/XAU
19 XAU/CAD
20 CAD/XAU
21 XAU/CHF
22 CHF/XAU
23 XAU/JPY
24 JPY/XAU
25 XAU/USD
26 USD/XAU
27 HKD/INR
28 INR/HKD
29 HKD/NOK
30 NOK/HKD
31 HKD/SEK
32 SEK/HKD
33 HKD/SGD
34 SGD/HKD
35 HKD/AUD
36 AUD/HKD
37 HKD/EUR
38 EUR/HKD
39 HKD/GBP
40 GBP/HKD
41 HKD/NZD
42 NZD/HKD
43 HKD/CAD
44 CAD/HKD
45 HKD/CHF
46 CHF/HKD
47 HKD/JPY
48 JPY/HKD
49 HKD/USD
50 USD/HKD
51 INR/NOK
52 NOK/INR
53 INR/SEK
54 SEK/INR
55 INR/SGD
56 SGD/INR
57 INR/AUD
58 AUD/INR
59 INR/EUR
60 EUR/INR
61 INR/GBP
62 GBP/INR
63 INR/NZD
64 NZD/INR
65 INR/CAD
66 CAD/INR
67 INR/CHF
68 CHF/INR
69 INR/JPY
70 JPY/INR
71 INR/USD
72 USD/INR
73 NOK/SEK
74 SEK/NOK
75 NOK/SGD
76 SGD/NOK
77 NOK/AUD
78 AUD/NOK
79 NOK/EUR
80 EUR/NOK
81 NOK/GBP
82 GBP/NOK
83 NOK/NZD
84 NZD/NOK
85 NOK/CAD
86 CAD/NOK
87 NOK/CHF
88 CHF/NOK
89 NOK/JPY
90 JPY/NOK
91 NOK/USD
92 USD/NOK
93 SEK/SGD
94 SGD/SEK
95 SEK/AUD
96 AUD/SEK
97 SEK/EUR
98 EUR/SEK
99 SEK/GBP
100 GBP/SEK
101 SEK/NZD
102 NZD/SEK
103 SEK/CAD
104 CAD/SEK
105 SEK/CHF
106 CHF/SEK
107 SEK/JPY
108 JPY/SEK
109 SEK/USD
110 USD/SEK
111 SGD/AUD
112 AUD/SGD
113 SGD/EUR
114 EUR/SGD
115 SGD/GBP
116 GBP/SGD
117 SGD/NZD
118 NZD/SGD
119 SGD/CAD
120 CAD/SGD
121 SGD/CHF
122 CHF/SGD
123 SGD/JPY
124 JPY/SGD
125 SGD/USD
126 USD/SGD
127 AUD/EUR
128 EUR/AUD
129 AUD/GBP
130 GBP/AUD
131 AUD/NZD
132 NZD/AUD
133 AUD/CAD
134 CAD/AUD
135 AUD/CHF
136 CHF/AUD
137 AUD/JPY
138 JPY/AUD
139 AUD/USD
140 USD/AUD
141 EUR/GBP
142 GBP/EUR
143 EUR/NZD
144 NZD/EUR
145 EUR/CAD
146 CAD/EUR
147 EUR/CHF
148 CHF/EUR
149 EUR/JPY
150 JPY/EUR
151 EUR/USD
152 USD/EUR
153 GBP/NZD
154 NZD/GBP
155 GBP/CAD
156 CAD/GBP
157 GBP/CHF
158 CHF/GBP
159 GBP/JPY
160 JPY/GBP
161 GBP/USD
162 USD/GBP
163 NZD/CAD
164 CAD/NZD
165 NZD/CHF
166 CHF/NZD
167 NZD/JPY
168 JPY/NZD
169 NZD/USD
170 USD/NZD
171 CAD/CHF
172 CHF/CAD
173 CAD/JPY
174 JPY/CAD
175 CAD/USD
176 USD/CAD
177 CHF/JPY
178 JPY/CHF
179 CHF/USD
180 USD/CHF
181 JPY/USD
182 USD/JPY
183 EUR/TRY
184 USD/ARS
185 USD/BRL
186 USD/CLP
187 USD/CNY
188 USD/COP
189 USD/CRC
190 USD/CZK
191 USD/DKK
192 USD/HUF
193 USD/IDR
194 USD/ILS
195 USD/ISK
196 USD/KES
197 USD/KRW
198 USD/MAD
199 USD/MXN
200 USD/MYR
201 USD/PEN
202 USD/PHP
203 USD/PLN
204 USD/RON
205 USD/RUB
206 USD/SKK
207 USD/THB
208 USD/TRY
209 USD/TWD
210 USD/VEF
211 USD/ZAR
212 USD/AED
213 USD/AFN
214 USD/ALL
215 USD/AMD
216 USD/ANG
217 USD/AOA
218 USD/AWG
219 USD/AZN
220 USD/BAM
221 USD/BBD
222 USD/BDT
223 USD/BGN
224 USD/BHD
225 USD/BIF
226 USD/BMD
227 USD/BND
228 USD/BOB
229 USD/BSD
230 USD/BTN
231 USD/BWP
232 USD/BYR
233 USD/BZD
234 USD/CDF
235 USD/CUC
236 USD/CUP
237 USD/CVE
238 USD/DJF
239 USD/DOP
240 USD/DZD
241 USD/EGP
242 USD/ERN
243 USD/ETB
244 USD/FJD
245 USD/FKP
246 USD/GEL
247 USD/GGP
248 USD/GHS
249 USD/GIP
250 USD/GMD
251 USD/GNF
252 USD/GTQ
253 USD/GYD
254 USD/HNL
255 USD/HRK
256 USD/HTG
257 USD/IMP
258 USD/IQD
259 USD/IRR
260 USD/JEP
261 USD/JMD
262 USD/JOD
263 USD/KGS
264 USD/KHR
265 USD/KMF
266 USD/KPW
267 USD/KWD
268 USD/KYD
269 USD/KZT
270 USD/LAK
271 USD/LBP
272 USD/LKR
273 USD/LRD
274 USD/LSL
275 USD/LTL
276 USD/LVL
277 USD/LYD
278 USD/MDL
279 USD/MGA
280 USD/MKD
281 USD/MMK
282 USD/MNT
283 USD/MOP
284 USD/MRO
285 USD/MUR
286 USD/MVR
287 USD/MWK
288 USD/MZN
289 USD/NGN
290 USD/NIO
291 USD/NPR
292 USD/OMR
293 USD/PAB
294 USD/PGK
295 USD/PKR
296 USD/PYG
297 USD/QAR
298 USD/RSD
300 USD/RWF
301 USD/SAR
302 USD/SBD
303 USD/SCR
304 USD/SDG
305 USD/SHP
306 USD/SLL
307 USD/SOS
308 USD/SPL
309 USD/SRD
310 USD/STD
311 USD/SVC
312 USD/SYP
313 USD/SZL
314 USD/TJS
315 USD/TMT
316 USD/TND
317 USD/TOP
318 USD/TTD
319 USD/TVD
320 USD/TZS
321 USD/UAH
322 USD/UGX
323 USD/UYU
324 USD/UZS
325 USD/VND
326 USD/VUV
327 USD/WST
328 USD/XAF
329 USD/XCD
330 USD/XDR
331 USD/XOF
332 USD/XPF
333 USD/YER
334 USD/ZMW
335 USD/ZWD

 

3.4.Topic #

Sample list of topics

 

Topic_Id Topic_Name Topic_Type Topic_SubType Topic_Classification Topic_Country
1 Syria Crisis Politic Middle-East NULL ALL
2 Egypt Crisis Politic Middle-East NULL ALL
3 Tunisia Crisis Politic Middle-East NULL ALL
4 China Politic Asia NULL ALL
5 Italy Politic Europe NULL ALL
6 Portugal Politic Europe NULL ALL
7 Greece Politic Europe NULL ALL
8 France Politic Europe NULL ALL
9 United Kingdom Politic Europe NULL ALL
10 Germany Politic Europe NULL ALL
11 IMF Regulatory NULL ALL
12 Dodd-Frank Regulatory NULL ALL
13 EMIR Regulatory NULL ALL
14 Basle Regulatory NULL ALL
15 Tobin Regulatory NULL ALL
16 Social_Unrest Risk_Factor Social_Unrest test ALL
17 Transport_Infrastructure Risk_Factor test test ALL
18 Social_Unrest Risk_Factor test test ALL
19 Transport_Infrastructure Risk_Factor test test ALL
20 Communication_Infrastructure Risk_Factor test test ALL
21 Power_Infrastructure Risk_Factor test test ALL
22 Environmental_Vulnerability Risk_Factor test test ALL
23 Healthcare_Infrastructure Risk_Factor test test ALL
24 Freedom_of_Press Risk_Factor test test ALL
25 Inflation_Volatility Risk_Factor test test ALL
26 Demonstrations Risk_Factor Social_Unrest test ALL
27 Protests Risk_Factor Social_Unrest test ALL
28 Gatherings Risk_Factor Social_Unrest test ALL
29 Strikes Risk_Factor Social_Unrest test ALL
30 Revolution Risk_Factor Social_Unrest test ALL
31 Police_Response Risk_Factor Social_Unrest test ALL
32 Social_Unrest Risk_Factor Social_Unrest test Australia
33 Social_Unrest Risk_Factor Social_Unrest test Brazil
34 Social_Unrest Risk_Factor Social_Unrest test China
35 Social_Unrest Risk_Factor Social_Unrest test Germany
36 Social_Unrest Risk_Factor Social_Unrest test India
37 Social_Unrest Risk_Factor Social_Unrest test Nigeria
38 Social_Unrest Risk_Factor Social_Unrest test Russia
39 Social_Unrest Risk_Factor Social_Unrest test Turkey
40 Social_Unrest Risk_Factor Social_Unrest test Ukraine
41 Social_Unrest Risk_Factor Social_Unrest test United States
42 Transport_Infrastructure Risk_Factor test test Australia
43 Transport_Infrastructure Risk_Factor test test Brazil
44 Transport_Infrastructure Risk_Factor test test China
45 Transport_Infrastructure Risk_Factor test test Germany
46 Transport_Infrastructure Risk_Factor test test India
47 Transport_Infrastructure Risk_Factor test test Nigeria
48 Transport_Infrastructure Risk_Factor test test Russia
49 Transport_Infrastructure Risk_Factor test test Turkey
50 Transport_Infrastructure Risk_Factor test test Ukraine
51 Transport_Infrastructure Risk_Factor test test United States
52 Social_Unrest Risk_Factor test test Australia
53 Social_Unrest Risk_Factor test test Brazil
54 Social_Unrest Risk_Factor test test China
55 Social_Unrest Risk_Factor test test Germany
56 Social_Unrest Risk_Factor test test India
57 Social_Unrest Risk_Factor test test Nigeria
58 Social_Unrest Risk_Factor test test Russia
59 Social_Unrest Risk_Factor test test Turkey
60 Social_Unrest Risk_Factor test test Ukraine
61 Social_Unrest Risk_Factor test test United States
62 Transport_Infrastructure Risk_Factor test test Australia
63 Transport_Infrastructure Risk_Factor test test Brazil
64 Transport_Infrastructure Risk_Factor test test China
65 Transport_Infrastructure Risk_Factor test test Germany
66 Transport_Infrastructure Risk_Factor test test India
67 Transport_Infrastructure Risk_Factor test test Nigeria
68 Transport_Infrastructure Risk_Factor test test Russia
69 Transport_Infrastructure Risk_Factor test test Turkey
70 Transport_Infrastructure Risk_Factor test test Ukraine
71 Transport_Infrastructure Risk_Factor test test United States
72 Communication_Infrastructure Risk_Factor test test Australia
73 Communication_Infrastructure Risk_Factor test test Brazil
74 Communication_Infrastructure Risk_Factor test test China
75 Communication_Infrastructure Risk_Factor test test Germany
76 Communication_Infrastructure Risk_Factor test test India
77 Communication_Infrastructure Risk_Factor test test Nigeria
78 Communication_Infrastructure Risk_Factor test test Russia
79 Communication_Infrastructure Risk_Factor test test Turkey
80 Communication_Infrastructure Risk_Factor test test Ukraine
81 Communication_Infrastructure Risk_Factor test test United States
82 Power_Infrastructure Risk_Factor test test Australia
83 Power_Infrastructure Risk_Factor test test Brazil
84 Power_Infrastructure Risk_Factor test test China
85 Power_Infrastructure Risk_Factor test test Germany
86 Power_Infrastructure Risk_Factor test test India
87 Power_Infrastructure Risk_Factor test test Nigeria
88 Power_Infrastructure Risk_Factor test test Russia
89 Power_Infrastructure Risk_Factor test test Turkey
90 Power_Infrastructure Risk_Factor test test Ukraine
91 Power_Infrastructure Risk_Factor test test United States
92 Environmental_Vulnerability Risk_Factor test test Australia
93 Environmental_Vulnerability Risk_Factor test test Brazil
94 Environmental_Vulnerability Risk_Factor test test China
95 Environmental_Vulnerability Risk_Factor test test Germany
96 Environmental_Vulnerability Risk_Factor test test India
97 Environmental_Vulnerability Risk_Factor test test Nigeria
98 Environmental_Vulnerability Risk_Factor test test Russia
99 Environmental_Vulnerability Risk_Factor test test Turkey
100 Environmental_Vulnerability Risk_Factor test test Ukraine
101 Environmental_Vulnerability Risk_Factor test test United States
102 Healthcare_Infrastructure Risk_Factor test test Australia
103 Healthcare_Infrastructure Risk_Factor test test Brazil
104 Healthcare_Infrastructure Risk_Factor test test China
105 Healthcare_Infrastructure Risk_Factor test test Germany
106 Healthcare_Infrastructure Risk_Factor test test India
107 Healthcare_Infrastructure Risk_Factor test test Nigeria
108 Healthcare_Infrastructure Risk_Factor test test Russia
109 Healthcare_Infrastructure Risk_Factor test test Turkey
110 Healthcare_Infrastructure Risk_Factor test test Ukraine
111 Healthcare_Infrastructure Risk_Factor test test United States
112 Freedom_of_Press Risk_Factor test test Australia
113 Freedom_of_Press Risk_Factor test test Brazil
114 Freedom_of_Press Risk_Factor test test China
115 Freedom_of_Press Risk_Factor test test Germany
116 Freedom_of_Press Risk_Factor test test India
117 Freedom_of_Press Risk_Factor test test Nigeria
118 Freedom_of_Press Risk_Factor test test Russia
119 Freedom_of_Press Risk_Factor test test Turkey
120 Freedom_of_Press Risk_Factor test test Ukraine
121 Freedom_of_Press Risk_Factor test test United States
122 Inflation_Volatility Risk_Factor test test Australia
123 Inflation_Volatility Risk_Factor test test Brazil
124 Inflation_Volatility Risk_Factor test test China
125 Inflation_Volatility Risk_Factor test test Germany
126 Inflation_Volatility Risk_Factor test test India
127 Inflation_Volatility Risk_Factor test test Nigeria
128 Inflation_Volatility Risk_Factor test test Russia
129 Inflation_Volatility Risk_Factor test test Turkey
130 Inflation_Volatility Risk_Factor test test Ukraine
131 Inflation_Volatility Risk_Factor test test United States
132 Demonstrations Risk_Factor Social_Unrest test Australia
133 Demonstrations Risk_Factor Social_Unrest test Brazil
134 Demonstrations Risk_Factor Social_Unrest test China
135 Demonstrations Risk_Factor Social_Unrest test Germany
136 Demonstrations Risk_Factor Social_Unrest test India
137 Demonstrations Risk_Factor Social_Unrest test Nigeria
138 Demonstrations Risk_Factor Social_Unrest test Russia
139 Demonstrations Risk_Factor Social_Unrest test Turkey
140 Demonstrations Risk_Factor Social_Unrest test Ukraine
141 Demonstrations Risk_Factor Social_Unrest test United States
142 Protests Risk_Factor Social_Unrest test Australia
143 Protests Risk_Factor Social_Unrest test Brazil
144 Protests Risk_Factor Social_Unrest test China
145 Protests Risk_Factor Social_Unrest test Germany
146 Protests Risk_Factor Social_Unrest test India
147 Protests Risk_Factor Social_Unrest test Nigeria
148 Protests Risk_Factor Social_Unrest test Russia
149 Protests Risk_Factor Social_Unrest test Turkey
150 Protests Risk_Factor Social_Unrest test Ukraine
151 Protests Risk_Factor Social_Unrest test United States
152 Gatherings Risk_Factor Social_Unrest test Australia
153 Gatherings Risk_Factor Social_Unrest test Brazil
154 Gatherings Risk_Factor Social_Unrest test China
155 Gatherings Risk_Factor Social_Unrest test Germany
156 Gatherings Risk_Factor Social_Unrest test India
157 Gatherings Risk_Factor Social_Unrest test Nigeria
158 Gatherings Risk_Factor Social_Unrest test Russia
159 Gatherings Risk_Factor Social_Unrest test Turkey
160 Gatherings Risk_Factor Social_Unrest test Ukraine
161 Gatherings Risk_Factor Social_Unrest test United States
162 Strikes Risk_Factor Social_Unrest test Australia
163 Strikes Risk_Factor Social_Unrest test Brazil
164 Strikes Risk_Factor Social_Unrest test China
165 Strikes Risk_Factor Social_Unrest test Germany
166 Strikes Risk_Factor Social_Unrest test India
167 Strikes Risk_Factor Social_Unrest test Nigeria
168 Strikes Risk_Factor Social_Unrest test Russia
169 Strikes Risk_Factor Social_Unrest test Turkey
170 Strikes Risk_Factor Social_Unrest test Ukraine
171 Strikes Risk_Factor Social_Unrest test United States
172 Revolution Risk_Factor Social_Unrest test Australia
173 Revolution Risk_Factor Social_Unrest test Brazil
174 Revolution Risk_Factor Social_Unrest test China
175 Revolution Risk_Factor Social_Unrest test Germany
176 Revolution Risk_Factor Social_Unrest test India
177 Revolution Risk_Factor Social_Unrest test Nigeria
178 Revolution Risk_Factor Social_Unrest test Russia
179 Revolution Risk_Factor Social_Unrest test Turkey
180 Revolution Risk_Factor Social_Unrest test Ukraine
181 Revolution Risk_Factor Social_Unrest test United States
182 Police_Response Risk_Factor Social_Unrest test Australia
183 Police_Response Risk_Factor Social_Unrest test Brazil
184 Police_Response Risk_Factor Social_Unrest test China
185 Police_Response Risk_Factor Social_Unrest test Germany
186 Police_Response Risk_Factor Social_Unrest test India
187 Police_Response Risk_Factor Social_Unrest test Nigeria
188 Police_Response Risk_Factor Social_Unrest test Russia
189 Police_Response Risk_Factor Social_Unrest test Turkey
190 Police_Response Risk_Factor Social_Unrest test Ukraine
191 Police_Response Risk_Factor Social_Unrest test United States
324 test04 Politic Middle-East test ALL
325 France Crisis Politic Europe test ALL
326 Nigeria_Crisis Politic Social_Unrest test Nigeria
327 Nigeria_Political_unrest Politic Social_Unrest test Nigeria
328 Nigeria_crisis Politic Social_Unrest test Nigeria
339 Test01 Risk_Factor Asia test ALL
340 Test21 Politic Asia test China
447 testALL_Generate Politic test test ALL
448 testALL_Generate Politic test test Australia
449 testALL_Generate Politic test test Brazil
450 testALL_Generate Politic test test China
451 testALL_Generate Politic test test Germany
452 testALL_Generate Politic test test India
453 testALL_Generate Politic test test Nigeria
454 testALL_Generate Politic test test Russia
455 testALL_Generate Politic test test Turkey
456 testALL_Generate Politic test test Ukraine
457 testALL_Generate Politic test test United States
458 testOneCountry Politic Germany
459 testOneCountry2 Regulatory test test Germany
460 NULL NULL NULL NULL ALL
461 economy ALL
462 economy Australia
463 economy Brazil
464 economy China
465 economy Germany
466 economy India
467 economy Nigeria
468 economy Russia
469 economy Turkey
470 economy Ukraine
471 economy United States
472 Politics United States
473 Legal United States
474 Security United States
475 Economics
476 Prevention Risk_Factor Europe test ALL
477 Prevention Risk_Factor Europe test Australia
478 Prevention Risk_Factor Europe test Brazil
479 Prevention Risk_Factor Europe test China
480 Prevention Risk_Factor Europe test Germany
481 Prevention Risk_Factor Europe test India
482 Prevention Risk_Factor Europe test Nigeria
483 Prevention Risk_Factor Europe test Russia
484 Prevention Risk_Factor Europe test Turkey
485 Prevention Risk_Factor Europe test Ukraine
486 Prevention Risk_Factor Europe test United States
487 Complement Risk_Factor Europe test ALL
488 Complement Risk_Factor Europe test Australia
489 Complement Risk_Factor Europe test Brazil
490 Complement Risk_Factor Europe test China
491 Complement Risk_Factor Europe test Germany
492 Complement Risk_Factor Europe test India
493 Complement Risk_Factor Europe test Nigeria
494 Complement Risk_Factor Europe test Russia
495 Complement Risk_Factor Europe test Turkey
496 Complement Risk_Factor Europe test Ukraine
497 Complement Risk_Factor Europe test United States

3.5.Crypto-currencies #

Commo_Id Commo_Name Commo_Type Commo_SubType
151 AmericanCoin Crypto-Currencies A-C
152 Anoncoin Crypto-Currencies A-C
153 BBQCoin Crypto-Currencies A-C
154 Betacoin Crypto-Currencies A-C
155 BitBar Crypto-Currencies A-C
139 Bitcoin Crypto-Currencies A-C
157 CHNCoin Crypto-Currencies A-C
158 Craftcoin Crypto-Currencies A-C
159 CryptogenicBullion Crypto-Currencies A-C
147 Devcoin Crypto-Currencies D-F
160 DigitalCoin Crypto-Currencies D-F
161 Dogecoin Crypto-Currencies D-F
162 Elacoin Crypto-Currencies D-F
163 Elephantcoin Crypto-Currencies D-F
164 eMark Crypto-Currencies D-F
182 Ethereum Crypto-Currencies D-F
165 Extremecoin Crypto-Currencies D-F
166 Feathercoin Crypto-Currencies D-F
167 Franko Crypto-Currencies D-F
145 Freicoin Crypto-Currencies D-F
168 Grandcoin Crypto-Currencies G-P
141 Litecoin Crypto-Currencies G-P
169 Megacoin Crypto-Currencies G-P
142 Namecoin Crypto-Currencies G-P
170 Nanotoken Crypto-Currencies G-P
171 Noirbits Crypto-Currencies G-P
172 Novacoin Crypto-Currencies G-P
173 Orbitcoin Crypto-Currencies G-P
148 PPCoin Crypto-Currencies G-P
150 Primecoin Crypto-Currencies G-P
174 Redcoin Crypto-Currencies R-Z
143 Ripple Crypto-Currencies R-Z
175 Spots Crypto-Currencies R-Z
176 Stablecoin Crypto-Currencies R-Z
177 Tagcoin Crypto-Currencies R-Z
146 Terracoin Crypto-Currencies R-Z
178 Unobtanium Crypto-Currencies R-Z
144 Ven Crypto-Currencies R-Z
149 Worldcoin Crypto-Currencies R-Z
179 Xencoin Crypto-Currencies R-Z
180 Zetacoin Crypto-Currencies R-Z

3.6.Classification #

id name type name_id
1 Energy GSECTOR 10
2 Energy GGROUP 1010
3 Energy Equipment & Services GIND 101010
4 Oil & Gas Drilling GSUBIND 10101010
5 Oil & Gas Equipment & Services GSUBIND 10101020
6 Oil –  Gas & Consumable Fuels GIND 101020
7 Integrated Oil & Gas GSUBIND 10102010
8 Oil & Gas Exploration & Production GSUBIND 10102020
9 Oil & Gas Refining & Marketing GSUBIND 10102030
10 Materials GSECTOR 15
11 Materials GGROUP 1510
12 Chemicals GIND 151010
13 Commodity Chemicals GSUBIND 15101010
14 Diversified Chemicals GSUBIND 15101020
15 Fertilizers & Agricultural Chemicals GSUBIND 15101030
16 Industrial Gases GSUBIND 15101040
17 Specialty Chemicals GSUBIND 15101050
18 Construction Materials GIND 151020
19 Construction Materials GSUBIND 15102010
20 Containers & Packaging GIND 151030
21 Metal & Glass Containers GSUBIND 15103010
22 Paper Packaging GSUBIND 15103020
23 Metals & Mining GIND 151040
24 Aluminum GSUBIND 15104010
25 Diversified Metals & Mining GSUBIND 15104020
26 Gold GSUBIND 15104030
27 Precious Metals & Minerals GSUBIND 15104040
28 Steel GSUBIND 15104050
29 Paper & Forest Products GIND 151050
30 Forest Products GSUBIND 15105010
31 Paper Products GSUBIND 15105020
32 Industrials GSECTOR 20
33 Capital Goods GGROUP 2010
34 Aerospace & Defense GIND 201010
35 Aerospace & Defense GSUBIND 20101010
36 Building Products GIND 201020
37 Building Products GSUBIND 20102010
38 Construction & Engineering GIND 201030
39 Construction & Engineering GSUBIND 20103010
40 Electrical Equipment GIND 201040
41 Electrical Components & Equipment GSUBIND 20104010
42 Heavy Electrical Equipment GSUBIND 20104020
43 Industrial Conglomerates GIND 201050
44 Industrial Conglomerates GSUBIND 20105010
45 Machinery GIND 201060
46 Construction & Farm Machinery & Heavy Trucks GSUBIND 20106010
47 Industrial Machinery GSUBIND 20106020
48 Trading Companies & Distributors GIND 201070
49 Trading Companies & Distributors GSUBIND 20107010
50 Commercial & Professional Services GGROUP 2020
51 Commercial Services & Supplies GIND 202010
52 Commercial Printing GSUBIND 20201010
53 Data Processing Services GSUBIND 20201020
54 Diversified Commercial & Professional Services GSUBIND 20201030
55 Human Resource & Employment Services GSUBIND 20201040
56 Environmental & Facilities Services GSUBIND 20201050
57 Office Services & Supplies GSUBIND 20201060
58 Transportation GGROUP 2030
59 Air Freight & Logistics GIND 203010
60 Air Freight & Logistics GSUBIND 20301010
61 Airlines GIND 203020
62 Airlines GSUBIND 20302010
63 Marine GIND 203030
64 Marine GSUBIND 20303010
65 Road & Rail GIND 203040
66 Railroads GSUBIND 20304010
67 Trucking GSUBIND 20304020
68 Transportation Infrastructure GIND 203050
69 Airport Services GSUBIND 20305010
70 Highways & Railtracks GSUBIND 20305020
71 Marine Ports & Services GSUBIND 20305030
72 Consumer Discretionary GSECTOR 25
73 Automobiles & Components GGROUP 2510
74 Auto Components GIND 251010
75 Auto Parts & Equipment GSUBIND 25101010
76 Tires & Rubber GSUBIND 25101020
77 Automobiles GIND 251020
78 Automobile Manufacturers GSUBIND 25102010
79 Motorcycle Manufacturers GSUBIND 25102020
80 Consumer Durables & Apparel GGROUP 2520
81 Household Durables GIND 252010
82 Consumer Electronics GSUBIND 25201010
83 Home Furnishings GSUBIND 25201020
84 Homebuilding GSUBIND 25201030
85 Household Appliances GSUBIND 25201040
86 Housewares & Specialties GSUBIND 25201050
87 Leisure Equipment & Products GIND 252020
88 Leisure Products GSUBIND 25202010
89 Photographic Products GSUBIND 25202020
90 Textiles –  Apparel & Luxury Goods GIND 252030
91 Apparel –  Accessories & Luxury Goods GSUBIND 25203010
92 Footwear GSUBIND 25203020
93 Textiles GSUBIND 25203030
94 Consumer Services GGROUP 2530
95 Hotels –  Restaurants & Leisure GIND 253010
96 Casinos & Gaming GSUBIND 25301010
97 Hotels –  Resorts & Cruise Lines GSUBIND 25301020
98 Leisure Facilities GSUBIND 25301030
99 Restaurants GSUBIND 25301040
100 Media GGROUP 2540
101 Media GIND 254010
102 Advertising GSUBIND 25401010
103 Broadcasting GSUBIND 25401020
104 Movies & Entertainment GSUBIND 25401030
105 Publishing GSUBIND 25401040
106 Retailing GGROUP 2550
107 Distributors GIND 255010
108 Distributors GSUBIND 25501010
109 Internet & Catalog Retail GIND 255020
110 Catalog Retail GSUBIND 25502010
111 Internet Retail GSUBIND 25502020
112 Multiline Retail GIND 255030
113 Department Stores GSUBIND 25503010
114 General Merchandise Stores GSUBIND 25503020
115 Specialty Retail GIND 255040
116 Apparel Retail GSUBIND 25504010
117 Computer & Electronics Retail GSUBIND 25504020
118 Home Improvement Retail GSUBIND 25504030
119 Specialty Stores GSUBIND 25504040
120 Consumer Staples GSECTOR 30
121 Food & Staples Retailing GGROUP 3010
122 Food & Staples Retailing GIND 301010
123 Drug Retail GSUBIND 30101010
124 Food Distributors GSUBIND 30101020
125 Food Retail GSUBIND 30101030
126 Food Beverage & Tobacco GGROUP 3020
127 Beverages GIND 302010
128 Brewers GSUBIND 30201010
129 Distillers & Vintners GSUBIND 30201020
130 Soft Drinks GSUBIND 30201030
131 Food Products GIND 302020
132 Agricultural Products GSUBIND 30202010
133 Meat Poultry & Fish GSUBIND 30202020
134 Packaged Foods & Meats GSUBIND 30202030
135 Tobacco GIND 302030
136 Tobacco GSUBIND 30203010
137 Household & Personal Products GGROUP 3030
138 Household Products GIND 303010
139 Household Products GSUBIND 30301010
140 Personal Products GIND 303020
141 Personal Products GSUBIND 30302010
142 Health Care GSECTOR 35
143 Health Care Equipment & Services GGROUP 3510
144 Health Care Equipment & Supplies GIND 351010
145 Health Care Equipment GSUBIND 35101010
146 Health Care Supplies GSUBIND 35101020
147 Health Care Providers & Services GIND 351020
148 Health Care Distributors GSUBIND 35102010
149 Health Care Facilities GSUBIND 35102020
150 Managed Health Care GSUBIND 35102030
151 “Pharmaceuticals –  Biotechnology & Life Sciences” GGROUP 3520
152 Biotechnology GIND 352010
153 Biotechnology GSUBIND 35201010
154 Pharmaceuticals GIND 352020
155 Pharmaceuticals GSUBIND 35202010
156 Financials GSECTOR 40
157 Banks GGROUP 4010
158 Commercial Banks GIND 401010
159 Diversified Banks GSUBIND 40101010
160 Diversified Financials GGROUP 4020
161 Diversified Financial Services GIND 402010
162 Consumer Finance GSUBIND 40201010
163 Other Diversified Financial Services GSUBIND 40201020
164 Multi-Sector Holdings GSUBIND 40201030
165 Insurance GGROUP 4030
166 Insurance GIND 403010
167 Insurance Brokers GSUBIND 40301010
168 Life & Health Insurance GSUBIND 40301020
169 Multi-line Insurance GSUBIND 40301030
170 Property & Casualty Insurance GSUBIND 40301040
171 Reinsurance GSUBIND 40301050
172 Real Estate GGROUP 4040
173 Real Estate GIND 404010
174 Real Estate Investment Trusts GSUBIND 40401010
175 Real Estate Management & Development GSUBIND 40401020
176 Information Technology GSECTOR 45
177 Software & Services GGROUP 4510
178 Internet Software & Services GIND 451010
179 Internet Software & Services GSUBIND 45101010
180 IT Services GIND 451020
181 IT Consulting & Other Services GSUBIND 45102010
182 Software GIND 451030
183 Application Software GSUBIND 45103010
184 Systems Software GSUBIND 45103020
185 Technology Hardware & Equipment GGROUP 4520
186 Communications Equipment GIND 452010
187 Networking Equipment GSUBIND 45201010
188 Communications Equipment GSUBIND 45201020
189 Computers & Peripherals GIND 452020
190 Computer Hardware GSUBIND 45202010
191 Computer Storage & Peripherals GSUBIND 45202020
192 Electronic Equipment –  Instruments & Components GIND 452030
193 Electronic Equipment & Instruments GSUBIND 45203010
194 Office Electronics GIND 452040
195 Office Electronics GSUBIND 45204010
196 Semiconductor Equipment & Products GIND 452050
197 Semiconductor Equipment GSUBIND 45205010
198 Semiconductors GSUBIND 45205020
199 Telecommunication Services GSECTOR 50
200 Telecommunication Services GGROUP 5010
201 Diversified Telecommunication Services GIND 501010
202 Alternative Carriers GSUBIND 50101010
203 Integrated Telecommunication Services GSUBIND 50101020
204 Wireless Telecommunication Services GIND 501020
205 Wireless Telecommunication Services GSUBIND 50102010
206 Utilities GSECTOR 55
207 Utilities GGROUP 5510
208 Electric Utilities GIND 551010
209 Electric Utilities GSUBIND 55101010
210 Gas Utilities GIND 551020
211 Gas Utilities GSUBIND 55102010
212 Multi-Utilities GIND 551030
213 Multi-Utilities GSUBIND 55103010
214 Water Utilities GIND 551040
215 Water Utilities GSUBIND 55104010
216 Hypermarkets & Super Centers GSUBIND 30101040
217 Health Care Services GSUBIND 35102015
218 Regional Banks GSUBIND 40101015
219 Thrifts & Mortgage Finance GIND 401020
220 Thrifts & Mortgage Finance GSUBIND 40102010
221 Specialized Finance GSUBIND 40201040
222 Consumer Finance GIND 402020
223 Consumer Finance GSUBIND 40202010
224 Capital Markets GIND 402030
225 Asset Management & Custody Banks GSUBIND 40203010
226 Investment Banking & Brokerage GSUBIND 40203020
227 Diversified Capital Markets GSUBIND 40203030
228 Data Processing & Outsourced Services GSUBIND 45102020
229 Home Entertainment Software GSUBIND 45103030
230 Electronic Manufacturing Services GSUBIND 45203020
231 Technology Distributors GSUBIND 45203030
232 Semiconductors & Semiconductor Equipment GGROUP 4530
233 Semiconductors & Semiconductor Equipment GIND 453010
234 Semiconductor Equipment GSUBIND 45301010
235 Semiconductors GSUBIND 45301020
236 Oil & Gas Storage & Transportation GSUBIND 10102040
237 Coal & Consumable Fuels GSUBIND 10102050
238 Diversified Consumer Services GIND 253020
239 Education Services GSUBIND 25302010
240 Specialized Consumer Services GSUBIND 25302020
241 Automotive Retail GSUBIND 25504050
242 Homefurnishing Retail GSUBIND 25504060
243 Independent Power Producers & Energy Traders GIND 551050
244 Independent Power Producers & Energy Traders GSUBIND 55105010
245 Health Care Technology GIND 351030
246 Health Care Technology GSUBIND 35103010
247 Life Sciences Tools & Services GIND 352030
248 Life Sciences Tools & Services GSUBIND 35203010
249 Real Estate Investment Trusts (REITs) GIND 404020
250 Diversified REITs GSUBIND 40402010
251 Industrial REITs GSUBIND 40402020
252 Mortgage REITs GSUBIND 40402030
253 Office REITs GSUBIND 40402040
254 Residential REITs GSUBIND 40402050
255 Retail REITs GSUBIND 40402060
256 Specialized REITs GSUBIND 40402070
257 Real Estate Management & Development GIND 404030
258 Diversified Real Estate Activities GSUBIND 40403010
259 Professional Services GIND 202020
260 Human Resource & Employment Services GSUBIND 20202010
261 Research & Consulting Services GSUBIND 20202020
262 Diversified Support Services GSUBIND 20201070
263 Security & Alarm Services GSUBIND 20201080
264 Cable & Satellite GSUBIND 25401025
265 Real Estate Operating Companies GSUBIND 40403020
266 Real Estate Development GSUBIND 40403030
267 Real Estate Services GSUBIND 40403040
268 Electronic Components GSUBIND 45203015
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