Hong Kong D Exports: Special Transaction and Commodities nes data was reported at 4.762 HKD mn in Sep 2018. This records a decrease from the previous number of 7.499 HKD mn for Aug 2018. Hong Kong D Exports: Special Transaction and Commodities nes data is updated monthly, averaging 29.287 HKD mn from Jan 1991 (Median) to Sep 2018, with 333 observations. The data reached an all-time high of 367.600 HKD mn in Dec 1992 and a record low of 4.762 HKD mn in Sep 2018. Hong Kong D Exports: Special Transaction and Commodities nes data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong SAR – Table HK.JA016: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.

Subscribers can find out export and import data of 23 countries by HS code or product’s name. This demo is helpful for market analysis.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Education and Communication Commodities in Size Class D (DISCONTINUED) (CUURD000SAEC) from Dec 2009 to Dec 2017 about communication, education, urban, consumer, CPI, commodities, inflation, price index, indexes, price, and USA.

United States Exports: D-Glucitol (Sorbitol) data was reported at 1.298 USD mn in Jan 2025. This records an increase from the previous number of 1.254 USD mn for Dec 2024. United States Exports: D-Glucitol (Sorbitol) data is updated monthly, averaging 2.428 USD mn from Jan 2002 (Median) to Jan 2025, with 277 observations. The data reached an all-time high of 4.653 USD mn in Apr 2013 and a record low of 1.149 USD mn in Oct 2024. United States Exports: D-Glucitol (Sorbitol) data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.JA023: Exports: by Commodity: 6 Digit HS Code: HS 21 to 35.

United States - Consumer Price Index for All Urban Consumers: Commodities in Midwest - Size Class D (DISCONTINUED) was 181.14700 Index 1982-84=100 in July of 2017, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: Commodities in Midwest - Size Class D (DISCONTINUED) reached a record high of 190.28600 in January of 2014 and a record low of 102.60000 in January of 1984. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: Commodities in Midwest - Size Class D (DISCONTINUED) - last updated from the United States Federal Reserve on June of 2025.

United States Imports: cif: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Der data was reported at 8.298 USD mn in Feb 2022. This records an increase from the previous number of 7.165 USD mn for Jan 2022. United States Imports: cif: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Der data is updated monthly, averaging 3.767 USD mn from Jan 2002 to Feb 2022, with 242 observations. The data reached an all-time high of 25.939 USD mn in Nov 2017 and a record low of 1.729 USD mn in Dec 2008. United States Imports: cif: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Der data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.JA106: Imports: by Commodity: by 6 Digit HS Code: HS 16 to 29.

United States Imports: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Derivatives data was reported at 7.278 USD mn in Dec 2021. This records an increase from the previous number of 5.566 USD mn for Nov 2021. United States Imports: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Derivatives data is updated monthly, averaging 3.623 USD mn from Jan 2002 (Median) to Dec 2021, with 240 observations. The data reached an all-time high of 25.286 USD mn in Nov 2017 and a record low of 1.668 USD mn in Dec 2008. United States Imports: D- or Dl-Pantothenic Acid (Vitmin B3 or B5)And Derivatives data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.JA131: Imports: by Commodity: 6 Digit HS Code: HS 16 to 29.

Malaysia Imports: Cote D'ivoire: Special Transactions & Commodities data was reported at 0.006 MYR mn in Mar 2025. This records an increase from the previous number of 0.000 MYR mn for Feb 2025. Malaysia Imports: Cote D'ivoire: Special Transactions & Commodities data is updated monthly, averaging 0.000 MYR mn from Jan 2000 (Median) to Mar 2025, with 303 observations. The data reached an all-time high of 0.056 MYR mn in Mar 2003 and a record low of 0.000 MYR mn in Feb 2025. Malaysia Imports: Cote D'ivoire: Special Transactions & Commodities data remains active status in CEIC and is reported by Department of Statistics. The data is categorized under Global Database’s Malaysia – Table MY.DOS: Imports: by Commodity and Country: SITC 2: 85 to 97: Value.

United States Imports: cif: Arom Hydc n.e.s.o.i. 65Pct Ao Dstls a 250Dc Astm D 86 data was reported at 10.246 USD mn in Jan 2025. This records an increase from the previous number of 6.792 USD mn for Dec 2024. United States Imports: cif: Arom Hydc n.e.s.o.i. 65Pct Ao Dstls a 250Dc Astm D 86 data is updated monthly, averaging 21.277 USD mn from Jan 2002 (Median) to Jan 2025, with 277 observations. The data reached an all-time high of 246.495 USD mn in Jun 2008 and a record low of 1.505 USD mn in Nov 2019. United States Imports: cif: Arom Hydc n.e.s.o.i. 65Pct Ao Dstls a 250Dc Astm D 86 data remains active status in CEIC and is reported by U.S. Census Bureau. The data is categorized under Global Database’s United States – Table US.JA131: Imports: by Commodity: 6 Digit HS Code: HS 16 to 29.

United States - Consumer Price Index for All Urban Consumers: Commodities in South - Size Class D (DISCONTINUED) was 192.36100 Index 1982-84=100 in July of 2017, according to the United States Federal Reserve. Historically, United States - Consumer Price Index for All Urban Consumers: Commodities in South - Size Class D (DISCONTINUED) reached a record high of 202.77100 in January of 2014 and a record low of 102.80000 in January of 1984. Trading Economics provides the current actual value, an historical data chart and related indicators for United States - Consumer Price Index for All Urban Consumers: Commodities in South - Size Class D (DISCONTINUED) - last updated from the United States Federal Reserve on July of 2025.

Population Size Class D (under 50,000) - Consumer Price Index for All Urban Consumers: Commodities Less Food in Size Class D (DISCONTINUED) was 157.32300 Index 1982-84=100 in December of 2017, according to the United States Federal Reserve. Historically, Population Size Class D (under 50,000) - Consumer Price Index for All Urban Consumers: Commodities Less Food in Size Class D (DISCONTINUED) reached a record high of 176.30300 in April of 2012 and a record low of 65.70000 in December of 1977. Trading Economics provides the current actual value, an historical data chart and related indicators for Population Size Class D (under 50,000) - Consumer Price Index for All Urban Consumers: Commodities Less Food in Size Class D (DISCONTINUED) - last updated from the United States Federal Reserve on June of 2025.

D Exports: Animal or Vegetable Fats & Oils, Processed data was reported at 7.039 HKD mn in Oct 2018. This records an increase from the previous number of 5.306 HKD mn for Sep 2018. D Exports: Animal or Vegetable Fats & Oils, Processed data is updated monthly, averaging 0.524 HKD mn from Jan 1991 (Median) to Oct 2018, with 334 observations. The data reached an all-time high of 14.865 HKD mn in Aug 2013 and a record low of 0.000 HKD mn in Jan 2002. D Exports: Animal or Vegetable Fats & Oils, Processed data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong SAR – Table HK.JA016: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.

https://imgur.com/h4ObE3v.jpg" alt="World Trade">

TL;DR

• I'd recommend going through the Content to understand the Data.
• This data is Clean
• The data contains Exports made by Russia to the world i. 225 Partnering countries ii. ~**20** Years iii. ~**3000** unique commodities SITC Code description
• Starter Code to optimize performance

The world trade is going through a massive change after the COVID-19 Situation fueled by the recent Russia-Ukraine conflict, This is Russia's part in the World Trade for around 15years with 225 countries.
Reference to sanctions might help drawing conclusions

Context & Inspiration

The COVID-19 pandemic is likely to be known as that inflection point in the history which changed the nature of the post-World Trade Organization (WTO) global trade policy environment. The last time the world witnessed a similar situation was in 1995 when WTO was established, creating a rule-based global trading system.

The war in Ukraine is causing worldwide disruptions to trade and investment, affecting auto makers in Europe, hoteliers in Georgia and the Maldives, as well as impacting consumers of food and fuel globally . Although the world’s poor—who spend a large part of their incomes on life’s necessities—are the most vulnerable, no country, region, or industry is left untouched by these disruptions.

Content

Classification - SITC Version 4( Latest ) Code description | more
Year - Year when the trade was made 📆
Commodity Code - Code of the Commodity
Commodity - Name of the Commodity more
Qty Unit - Unit of the Item / Quantity
Qty - Quantity of Item Netweight (kg) - Item weight in kilograms ⚓️
Trade Value (US$) - Trade value in US Dollars 💵
Aggregate Level - 5 Levels ( 1 to 5 ) You can choose one / All ( Group is the sweet spot ) more | Aggregate Level | Level Name | Code Format | Number of Items | | --- | --- | --- | --- | | 1 | Section | 0 | 10 Items | | 2 | Division | 01 | 67 Items | | 3 | Group | 012 | 261 Items | | 4 | Subgroup | 012.1 | 1033 Items | | 5 | Item | 012.13 | 3121 Items |

Reporter Code	Reporter	Reporter ISO
Reporting Countries Code	Name of country reporting	Reporting countries ISO Code
644 (Constant)	Russia (Constant)	RUS (Constant)

Partner Code	Partner	Partner ISO
Partner ( Receiver ) Countries Code	Partner countries name	Partner ISO Code
3 Digit code	225 Unique countries	3 Digit code)

• Starter Code to optimize performance

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Orange Juice rose to 288.86 USd/Lbs on July 12, 2025, up 9.48% from the previous day. Over the past month, Orange Juice's price has risen 5.38%, but it is still 36.04% lower than a year ago, according to trading on a contract for difference (CFD) that tracks the benchmark market for this commodity. Orange Juice - values, historical data, forecasts and news - updated on July of 2025.

This analysis presents a rigorous exploration of financial data, incorporating a diverse range of statistical features. By providing a robust foundation, it facilitates advanced research and innovative modeling techniques within the field of finance.

SGI Commodities Optimix TR index Projected to Rise

Financial data:

• Historical daily stock prices (open, high, low, close, volume)

• Fundamental data (e.g., market capitalization, price to earnings P/E ratio, dividend yield, earnings per share EPS, price to earnings growth, debt-to-equity ratio, price-to-book ratio, current ratio, free cash flow, projected earnings growth, return on equity, dividend payout ratio, price to sales ratio, credit rating)

• Technical indicators (e.g., moving averages, RSI, MACD, average directional index, aroon oscillator, stochastic oscillator, on-balance volume, accumulation/distribution A/D line, parabolic SAR indicator, bollinger bands indicators, fibonacci, williams percent range, commodity channel index)

Machine learning features:

• Feature engineering based on financial data and technical indicators

• Sentiment analysis data from social media and news articles

• Macroeconomic data (e.g., GDP, unemployment rate, interest rates, consumer spending, building permits, consumer confidence, inflation, producer price index, money supply, home sales, retail sales, bond yields)

Potential Applications:

• Stock price prediction

• Portfolio optimization

• Algorithmic trading

• Market sentiment analysis

• Risk management

Use Cases:

• Researchers investigating the effectiveness of machine learning in stock market prediction

• Analysts developing quantitative trading Buy/Sell strategies

• Individuals interested in building their own stock market prediction models

• Students learning about machine learning and financial applications

Additional Notes:

• The dataset may include different levels of granularity (e.g., daily, hourly)

• Data cleaning and preprocessing are essential before model training

• Regular updates are recommended to maintain the accuracy and relevance of the data

Hong Kong D Exports: Photographic Apparatus and Optical Goods data was reported at 148.825 HKD mn in Jun 2018. This records an increase from the previous number of 95.801 HKD mn for May 2018. Hong Kong D Exports: Photographic Apparatus and Optical Goods data is updated monthly, averaging 143.635 HKD mn from Jan 1991 (Median) to Jun 2018, with 330 observations. The data reached an all-time high of 1,929.800 HKD mn in Dec 1991 and a record low of 32.049 HKD mn in Feb 2018. Hong Kong D Exports: Photographic Apparatus and Optical Goods data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong – Table HK.JA015: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.

D Exports: Dairy Products and Birds' Eggs data was reported at 11.433 HKD mn in Sep 2018. This records a decrease from the previous number of 15.889 HKD mn for Aug 2018. D Exports: Dairy Products and Birds' Eggs data is updated monthly, averaging 5.400 HKD mn from Jan 1991 (Median) to Sep 2018, with 333 observations. The data reached an all-time high of 16.468 HKD mn in Aug 2016 and a record low of 0.429 HKD mn in Oct 2002. D Exports: Dairy Products and Birds' Eggs data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong – Table HK.JA016: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.

Graph and download economic data for Consumer Price Index for All Urban Consumers: Commodities in Midwest - Size Class D (DISCONTINUED) (CUUSD200SAC) from H1 1984 to H2 2017 about midwest, urban, consumer, CPI, commodities, inflation, price index, indexes, price, and USA.

Hong Kong D Exports: Animal Oils and Fats data was reported at 0.491 HKD mn in Sep 2018. This records an increase from the previous number of 0.393 HKD mn for Aug 2018. Hong Kong D Exports: Animal Oils and Fats data is updated monthly, averaging 1.902 HKD mn from Jan 1991 (Median) to Sep 2018, with 333 observations. The data reached an all-time high of 13.100 HKD mn in Dec 1995 and a record low of 0.000 HKD mn in Aug 2014. Hong Kong D Exports: Animal Oils and Fats data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong SAR – Table HK.JA016: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.

Hong Kong D Exports: Inorganic Chemicals data was reported at 51.358 HKD mn in Jun 2018. This records a decrease from the previous number of 77.010 HKD mn for May 2018. Hong Kong D Exports: Inorganic Chemicals data is updated monthly, averaging 35.070 HKD mn from Jan 1991 (Median) to Jun 2018, with 330 observations. The data reached an all-time high of 137.930 HKD mn in Jul 2010 and a record low of 0.900 HKD mn in Feb 1991. Hong Kong D Exports: Inorganic Chemicals data remains active status in CEIC and is reported by Census and Statistics Department. The data is categorized under Global Database’s Hong Kong – Table HK.JA015: Exports: Domestic Exports: By Commodity: SITC 2nd Digit.