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United States Imports from China was US$462.62 Billion during 2024, according to the United Nations COMTRADE database on international trade. United States Imports from China - data, historical chart and statistics - was last updated on October of 2025.
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China Imports from United States was US$164.59 Billion during 2024, according to the United Nations COMTRADE database on international trade. China Imports from United States - data, historical chart and statistics - was last updated on October of 2025.
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China Exports to United States was US$525.65 Billion during 2024, according to the United Nations COMTRADE database on international trade. China Exports to United States - data, historical chart and statistics - was last updated on September of 2025.
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United States Exports to China was US$143.55 Billion during 2024, according to the United Nations COMTRADE database on international trade. United States Exports to China - data, historical chart and statistics - was last updated on October of 2025.
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Time series data for the data Current Account and Its Components - Current USD, TTM for the country China. The Current Account and Its Components The current account is a component of a country's balance of payments that records the transactions of goods, services, income, and current transfers between residents of the country and the rest of the world. It consists of four main components:
a. Trade in Goods Balance
b. Trade in Services Balance
c. Primary Income Balance
d. Secondary Income Balance
Credit Example: A German car manufacturer exports cars to the United States (value of exported cars).
Debit Example: A German electronics retailer imports smartphones from South Korea (value of imported smartphones).
Credit Example: A German IT company provides software development services to a client in Japan (value of exported services).
Debit Example: A German tourist books a hotel room in France (value of imported tourism services).
Credit Example: A German investor receives dividends from shares held in a U.S. company (value of received dividends).
Debit Example: Foreign investors receive interest payments on bonds issued by a German company (value of interest payments).
Credit Example: Remittances sent by German residents working abroad to their families in Germany (value of received remittances).
Debit Example: Germany sends humanitarian aid to a developing country (value of sent aid). Secondary Income Balance (USD)The indicator "Secondary Income Balance (USD)" stands at 14.19 Billion United States Dollars as of 3/31/2025. Regarding the One-Year-Change of the series, the current value constitutes an increase of 0.6144 Billion United States Dollars compared to the value the year prior.The 1 year change is 0.6144 Billion United States Dollars.The 3 year change is -2.95 Billion United States Dollars.The 5 year change is 5.75 Billion United States Dollars.The 10 year change is 17.47 Billion United States Dollars.The Serie's long term average value is 13.68 Billion United States Dollars. It's latest available value, on 3/31/2025, is 0.52 Billion United States Dollars higher, compared to it's long term average value.The Serie's change in United States Dollars from it's minimum value, on 9/30/2017, to it's latest available value, on 3/31/2025, is +27.83 Billion.The Serie's change in United States Dollars from it's maximum value, on 9/30/2008, to it's latest available value, on 3/31/2025, is -29.66 Billion.Trade in Services Balance (USD)The indicator "Trade in Services Balance (USD)" stands at -227.06 Billion United States Dollars as of 3/31/2025. Regarding the One-Year-Change of the series, the current value constitutes an decrease of -0.3885 Billion United States Dollars compared to the value the year prior.The 1 year change is -0.3885 Billion United States Dollars.The 3 year change is -141.70 Billion United States Dollars.The 5 year change is 23.05 Billion United States Dollars.The 10 year change is -17.70 Billion United States Dollars.The Serie's long term average value is -103.37 Billion United States Dollars. It's latest available value, on 3/31/2025, is -123.69 Billion United States Dollars lower, compared to it's long term average value.The Serie's change in United States Dollars from it's minimum value, on 12/31/2018, to it's latest available value, on 3/31/2025, is +65.52 Billion.The Serie's change in United States Dollars from it's maximum value, on 9/30/2007, to it's latest available value, on 3/31/2025, is -234.92 Billion.Trade in Goods Balance (USD)The indicator "Trade in Goods Balance (USD)" stands at 885.97 Billion United States Dollars as of 3/31/2025, the highest value at least since 6/30/2001, the period currently displayed. Regarding the One-Year-Change of the series, the current value constitutes an increase of 288.50 Billion United States Dollars compared to the value the year prior.The 1 year change is 288.50 Billion United States Dollars.The 3 year change is 301.62 Billion United States Dollars.The 5 year change is 553.89 Billion United States Dollars.The 10 year change is 376.42 Billion United States Dollars.The Serie's long term average value is 339.77 Billion United States Dollars. It's latest available value, on ...
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Imports from China in the United States decreased to 31894.80 USD Million in February from 35793.58 USD Million in January of 2024. This dataset includes a chart with historical data for the United States Imports from China.
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The Soil and Terrain database for China primary data (version 1.0), at scale 1:1 million (SOTER_China), was compiled of enhanced soil information within the framework of the FAO's program of Land Degradation Assessment in Drylands (LADA). The primary database was compiled using the SOTER methodology. The SOTER unit delineation was based on a raster format of the soil map of China, correlated and converted to FAO’s Revised Legend (1988), in combination with a SOTER landform characterization derived from Shuttle Radar Topographic Mission (SRTM) 90 m digital elevation model (DEM). Reference profiles for the dominant soil of the SOTER units has been directly linked to the polygons. SOTER forms a part of the ongoing activities of ISRIC, FAO and UNEP to update the world's baseline information on natural resources.The project involved collaboration with national soil institutes from the countries in the region as well as individual experts.
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In terms of Chinese language, this study crawls the news obtained from the People's Daily website using festival names as search terms as initial data, and manually reviews and removes the news items that contain festival names but have nothing to do with the festival. The data collection time is April 22, 2022. Tibetan language aspect, this study used hainan Tibetan autonomous prefecture in qinghai province of Tibetan information technology research center development cloud hid ཡ ོ ང ས ་ འ ཛ ི ན search engine (https://www.yongzin.com) is similar to Chinese, this study took up in table 1 festival called search word search results, but considering the precision of results, This study selected the People's Daily online Tibetan edition (http://tibet.people.com.cn/), China's Tibet network (http://tb.tibet.cn/), the voice of China Tibet net (http://www.vtibet.cn/), hidden to the sun (http://ti.zangd Iyg.com/), Tibet, China news network (http://tb.chinatibetnews.com/) as a crawler to climb in the white list of web sites, namely all the Tibetan news corpora are from the website.Four Tibetan students whose native language is Tibetan and four Han students whose native language is Chinese were recruited to annotate the news data. Before the formal annotation, in order to ensure the annotation effect, this study conducted unified training for the annotators. The annotation software used was YEDDA[31], and the annotated entities included Tibetan festival ontology, Tibetan festival related events, Tibetan festival related articles and Tibetan festival related places.
Opinion on questions concerning security policy. East-West comparison. Topics: Satisfaction with the standard of living; attitude to France, Great Britain, Italy, USA, USSR, Red China and West Germany; preferred East-West-orientation of one´s own country and correspondence of national interests with the interests of selected countries; judgement on the American, Soviet and Red Chinese peace efforts; judgement on the foreign policy of the USA and the USSR; trust in the foreign policy capabilities of the USA; the most powerful country in the world, currently and in the future; comparison of the USA with the USSR concerning economic and military strength, nuclear weapons and the areas of culture, science, space research, education as well as the economic prospects for the average citizen; significance of a landing on the moon; Soviet citizen or American as first on the moon; assumed significance of space research for military development; attitude to a united Europe and Great Britain´s joining the Common Market; preferred relation of a united Europe to the United States; fair share of the pleasant things of life; lack of effort or fate as reasons for poverty; general contentment with life; perceived growth rate of the country´s population and preference for population growth; attitude to the growth of the population of the world; preferred measures against over-population; attitude to a birth control program in the developing countries and in one´s own country; present politician idols in Europe and in the rest of the world; attitude to disarmament; trust in the alliance partners; degree of familiarity with the NATO and assessment of its present strength; attitude to a European nuclear force; desired and estimated loyalty of the Americans to the NATO alliance partners; evaluation of the development of the UN; equal voice for all members of the UN; desired distribution of the UN financial burdens; attitude to an acceptance of Red China in the United Nations; knowledge about battles in Vietnam; attitude to the Vietnam war; attitude to the behavior of America, Red China and the Soviet Union in this conflict; attitude to the withdrawal of American troops from Vietnam and preferred attitude of one´s own country in this conflict and in case of a conflict with Red China; opinion on the treatment of colored people in Great Britain, America and the Soviet Union; judgement on the American Federal Government and on the American population regarding the equality of Negros; degree of familiarity with the Chinese nuclear tests; effects of this test on the military strength of Red China; attitude to American private investments in the Federal Republic; the most influential groups and organizations in the country; party preference; religiousness. Interviewer rating: social class of respondent. Additionally encoded were: number of contact attempts; date of interview. Beurteilung von Sicherheitsfragen. Ost-West-Vergleich. Themen: Zufriedenheit mit dem Lebensstandard; Einstellung zu Frankreich, Großbritannien, Italien, USA, UdSSR, Rotchina, Westdeutschland; präferierte Ost-West-Orientierung des eigenen Landes und Übereinstimmung der Landesinteressen mit den Interessen ausgewählter Länder; Beurteilung der Friedensbemühungen Amerikas, der Sowjetunion und Rotchinas; Beurteilung der Außenpolitik der USA und der UdSSR; Vertrauen in die außenpolitischen Fähigkeiten der USA; mächtigstes Land der Erde, derzeit und zukünftig; Vergleich der USA mit der UdSSR bezüglich der militärischen und wirtschaftlichen Stärke, der Atomwaffen und auf den Gebieten Kultur, Wissenschaft, Weltraumforschung, Bildung sowie der wirtschaftlichen Aussichten für den Durchschnittsbürger; Bedeutung einer Mondlandung; Sowjetbürger oder Amerikaner als erster auf dem Mond; vermutete Bedeutung der Weltraumforschung für die militärische Entwicklung; Einstellung zu einem vereinten Europa und zu einem Beitritt Großbritanniens zum Gemeinsamen Markt; präferierte Beziehung eines vereinten Europas zu den Vereinigten Staaten; gerechter Anteil an den angenehmen Dingen des Lebens; fehlende Anstrengung oder Schicksal als Gründe für Armut; allgemeine Lebenszufriedenheit; perzipierte Zuwachsrate der Bevölkerung im Lande und Präferenz für Bevölkerungszuwachs; Einstellung zu einem Anwachsen der Weltbevölkerung; präferierte Maßnahmen zur Bekämpfung einer Überbevölkerung; Einstellung zu einem Geburtenkontrollprogramm in den Entwicklungsländern und im eigenen Lande; gegenwärtige Politikeridole in Europa und in der übrigen Welt; Einstellung zur Abrüstung; Vertrauen in die Bündnispartner; Bekanntheitsgrad der Nato und Einschätzung ihrer derzeitigen Stärke; Einstellung zu einer europäischen Atomstreitmacht; gewünschte und eingeschätzte Loyalität der Amerikaner gegenüber den Nato-Bündnispartnern; Einschätzung der Entwicklung der UNO; gleiches Mitspracherecht für alle UNO-Mitglieder; gewünschte Verteilung der UNO-Finanzlasten; Einstellung zu einer Aufnahme Rotchinas in die Vereinten Nationen; Kenntnisse über Kämpfe in Vietnam; Einstellung zum Vietnamkrieg; Einstellung zum Verhalten Amerikas, Rotchinas und der Sowjetunion in diesem Konflikt; Einstellung zum Rückzug amerikanischer Truppen aus Vietnam und präferierte Haltung des eigenen Landes in diesem Konflikt und im Falle eines Konfliktes mit Rotchina; Beurteilung der Behandlung von Farbigen in Großbritannien, Amerika und der Sowjetunion; Beurteilung der amerikanischen Bundesregierung und der amerikanischen Bevölkerung in bezug auf die Gleichberechtigung für Neger; Bekanntheitsgrad der chinesischen Atombombenversuche; Auswirkungen dieses Versuchs auf die militärische Stärke Rotchinas; Einstellung zu amerikanischen Privatinvestitionen in der Bundesrepublik; einflußreichste Gruppen und Organisationen im Lande; Parteipräferenz; Religiosität. Interviewerrating: Schichtzugehörigkeit des Befragten. Zusätzlich verkodet wurde: Anzahl der Kontaktversuche; Interviewdatum.
Techsalerator’s Import/Export Trade Data for Asia
Techsalerator’s Import/Export Trade Data for Asia offers a comprehensive and detailed examination of trade activities across the Asian continent. This extensive dataset provides deep insights into import and export transactions involving companies across various sectors throughout Asia.
Coverage Across All Asian Countries
The dataset encompasses a broad range of countries within Asia, including:
Central Asia:
Kazakhstan Kyrgyzstan Tajikistan Turkmenistan Uzbekistan East Asia:
China Hong Kong Japan Mongolia North Korea South Korea Taiwan Southeast Asia:
Brunei Cambodia East Timor (Timor-Leste) Indonesia Laos Malaysia Myanmar (Burma) Philippines Singapore Thailand Vietnam South Asia:
Afghanistan Bangladesh Bhutan India Maldives Nepal Pakistan Sri Lanka West Asia (Middle East):
Armenia Azerbaijan Bahrain Cyprus Georgia Iran Iraq Israel Jordan Kuwait Lebanon Oman Palestine Qatar Saudi Arabia Syria Turkey United Arab Emirates Yemen Comprehensive Data Features
Transaction Details: The dataset includes detailed information on individual trade transactions, such as product descriptions, quantities, values, and dates. This level of detail allows for accurate tracking and analysis of trade patterns across Asia.
Company Information: It provides insights into the companies involved in trade, including their names, locations, and industry sectors. This information supports targeted market analysis and competitive intelligence.
Categorization: Transactions are categorized by industry sectors, product types, and trade partners, helping users understand market dynamics and sector-specific trends across diverse Asian economies.
Trade Trends: Historical data is available to analyze trade trends, identify emerging markets, and assess the impact of economic or geopolitical events on trade flows within the region.
Geographical Insights: Users can explore regional trade flows and cross-border dynamics between Asian countries and their global trade partners, including major trading nations outside the continent.
Regulatory and Compliance Data: Information on trade regulations, tariffs, and compliance requirements is included, assisting businesses in navigating the complex regulatory environments across different Asian countries.
Applications and Benefits
Market Research: Businesses can use the data to identify new market opportunities, assess competitive landscapes, and understand consumer demand across various Asian countries.
Strategic Planning: Companies can leverage insights from the data to refine trade strategies, optimize supply chains, and manage risks associated with international trade in Asia.
Economic Analysis: Analysts and policymakers can monitor economic performance, evaluate trade balances, and make informed decisions on trade policies and economic development initiatives.
Investment Decisions: Investors can assess trade trends and market potentials to make informed decisions about investments in Asia’s diverse and rapidly evolving markets.
Techsalerator’s Import/Export Trade Data for Asia provides a vital resource for organizations involved in international trade, offering a detailed, reliable, and expansive view of trade activities across the Asian continent.
This database is comprised of 951 participants who provided self-report data online in their school classrooms. The data was collected in 2016 and 2017. The dataset is comprised of 509 males (54%) and 442 females (46%). Their ages ranged from 12 to 16 years (M = 13.69, SD = 0.72). Seven participants did not report their age. The majority were born in Australia (N = 849, 89%). The next most common countries of birth were China (N = 24, 2.5%), the UK (N = 23, 2.4%), and the USA (N = 9, 0.9%). Data were drawn from students at five Australian independent secondary schools.
The data contains item responses for the Spence Children’s Anxiety Scale (SCAS; Spence, 1998) which is comprised of 44 items. The Social media question asked about frequency of use with the question “How often do you use social media?”. The response options ranged from constantly to once a week or less. Items measuring Fear of Missing Out were included and incorporated the following five questions based on the APS Stress and Wellbeing in Australia Survey (APS, 2015). These were “When I have a good time it is important for me to share the details online; I am afraid that I will miss out on something if I don’t stay connected to my online social networks; I feel worried and uncomfortable when I can’t access my social media accounts; I find it difficult to relax or sleep after spending time on social networking sites; I feel my brain burnout with the constant connectivity of social media. Internal consistency for this measure was α = .81. Self compassion was measured using the 12-item short-form of the Self-Compassion Scale (SCS-SF; Raes et al., 2011).
The data set has the option of downloading an excel file (composed of two worksheet tabs) or CSV files 1) Data and 2) Variable labels.
References:
Australian Psychological Society. (2015). Stress and wellbeing in Australia survey. https://www.headsup.org.au/docs/default-source/default-document-library/stress-and-wellbeing-in-australia-report.pdf?sfvrsn=7f08274d_4
Raes, F., Pommier, E., Neff, K. D., & Van Gucht, D. (2011). Construction and factorial validation of a short form of the self-compassion scale. Clinical Psychology and Psychotherapy, 18(3), 250-255. https://doi.org/10.1002/cpp.702
Spence, S. H. (1998). A measure of anxiety symptoms among children. Behaviour Research and Therapy, 36(5), 545-566. https://doi.org/10.1016/S0005-7967(98)00034-5
European actors are increasingly relying on strategic communication tools in their external relations, especially in key partner countries like Kenya. Based on a large-scale media screening and interviews with media experts, this paper examines which issues related to the EU/Europe and China have received the most media coverage in Kenya over the past decade (2013–2023). The paper finds, among other things, that European actors involved in communication efforts increasingly need to communicate about the EU’s role in global affairs and the impact of European decisions, products, and standards on African markets, without resorting to a “West versus China” framing. The research data here includes the embeddings for the articles as well as scripts to understand the topic modelling and the process. For legal reasons (copyrighted data) we cannot share the original research data. Compilation/SynthesisCompilationSynthesis Kompilation/SyntheseCompilationSynthesis
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China recorded a trade surplus of 102.33 USD Billion in August of 2025. This dataset provides - China Balance of Trade - actual values, historical data, forecast, chart, statistics, economic calendar and news.
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Welcome to the Mandarin Chinese General Conversation Speech Dataset — a rich, linguistically diverse corpus purpose-built to accelerate the development of Mandarin speech technologies. This dataset is designed to train and fine-tune ASR systems, spoken language understanding models, and generative voice AI tailored to real-world Mandarin Chinese communication.
Curated by FutureBeeAI, this 30 hours dataset offers unscripted, spontaneous two-speaker conversations across a wide array of real-life topics. It enables researchers, AI developers, and voice-first product teams to build robust, production-grade Mandarin speech models that understand and respond to authentic Chinese accents and dialects.
The dataset comprises 30 hours of high-quality audio, featuring natural, free-flowing dialogue between native speakers of Mandarin Chinese. These sessions range from informal daily talks to deeper, topic-specific discussions, ensuring variability and context richness for diverse use cases.
The dataset spans a wide variety of everyday and domain-relevant themes. This topic diversity ensures the resulting models are adaptable to broad speech contexts.
Each audio file is paired with a human-verified, verbatim transcription available in JSON format.
These transcriptions are production-ready, enabling seamless integration into ASR model pipelines or conversational AI workflows.
The dataset comes with granular metadata for both speakers and recordings:
Such metadata helps developers fine-tune model training and supports use-case-specific filtering or demographic analysis.
This dataset is a versatile resource for multiple Mandarin speech and language AI applications:
https://search.gesis.org/research_data/datasearch-httpwww-da-ra-deoaip--oaioai-da-ra-de439015https://search.gesis.org/research_data/datasearch-httpwww-da-ra-deoaip--oaioai-da-ra-de439015
Abstract (en): This study consists of an aggregate attributes data file and a perception-interaction data file on the Soviet Union and China in the period 1950-1967. The study was part of a project concerned with the Sino-Soviet conflict and its implications for United States' strategic planning in the 1970s. The aggregate attributes data file (Part 1) contains two subsets: (1) measures of economic, demographic, military, and diplomatic national attributes of the Soviet Union and China in the period 1950-1967, and (2) trade of and visits by leaders of the Soviet Union and China with 17 less developed nations in the period 1959-1967. The perception-interaction data file (Part 2) also consists of two subsets: (1) a perception dataset, which contains information obtained by computer content analyses of selected official statements and newspaper contents utilizing Inquirer II, and (2) an interaction dataset that measures Sino-Soviet diplomatic, communications, and trade interactions with each other in the period 1950-1967. Items in the perception subset dataset include the perceptions of the Soviet Union and China of each other and of the United States coded as strong, weak, active, passive, negative, and threatening. Each of these perceptions is presented in the original and weighted forms. China and the Soviet Union in the period 1950-1967. 2006-01-18 File CB5016.ALL.PDF was removed from any previous datasets and flagged as a study-level file, so that it will accompany all downloads. Funding insitution(s): United States Air Force (N00014-67-A-0181-0026). United States Department of the Navy. Office of Naval Research. The data map is provided as an ASCII text file, and the codebook is provided by ICPSR as a Portable Document Format (PDF) file. The PDF file format was developed by Adobe Systems Incorporated and can be accessed using PDF reader software, such as the Adobe Acrobat Reader. Information on how to obtain a copy of the Acrobat Reader is provided on the ICPSR Web site.
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The Mandarin TTS Monologue Speech Dataset is a professionally curated resource built to train realistic, expressive, and production-grade text-to-speech (TTS) systems. It contains studio-recorded long-form speech by trained native Mandarin voice artists, each contributing 1 to 2 hours of clean, uninterrupted monologue audio.
Unlike typical prompt-based datasets with short, isolated phrases, this collection features long-form, topic-driven monologues that mirror natural human narration. It includes content types that are directly useful for real-world applications, like audiobook-style storytelling, educational lectures, health advisories, product explainers, digital how-tos, formal announcements, and more.
All recordings are captured in professional studios using high-end equipment and under the guidance of experienced voice directors.
Only clean, production-grade audio makes it into the final dataset.
All voice artists are native Mandarin speakers with professional training or prior experience in narration. We ensure a diverse pool in terms of age, gender, and region to bring a balanced and rich vocal dataset.
Scripts are not generic or repetitive. Scripts are professionally authored by domain experts to reflect real-world use cases. They avoid redundancy and include modern vocabulary, emotional range, and phonetically rich sentence structures.
While the script is used during the recording, we also provide post-recording updates to ensure the transcript reflects the final spoken audio. Minor edits are made to adjust for skipped or rephrased words.
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Here are a few use cases for this project:
"Culinary Education": This computer vision model can be beneficial for culinary students or enthusiasts who are trying to understand and differentiate between various food items. They can use it to familiarize themselves with these specific food classes, enhancing pattern recognition, categorization and cultural culinary understanding.
"Dietary Management Application": Developers can utilize FoodShot7_12 to design an application that helps users record and keep track of their dietary habits. Users can simply take pictures of their meals, and the application will identify the food classes, providing details about the nutritional content of the food.
"Smart Grocery Shopping": Retail companies can leverage this model in their shopping apps to help customers find specific ingredients. Customers can take a picture of an ingredient they need, the model identifies it, and the app navigates customers to the right isle or suggest alternatives.
"Interactive Cookbook": The model can be utilized in an interactive cookbook application where users can click pictures of a dish, and the model will recognize the food and display the cooking instructions and recipe.
"Restaurant Menu Navigator": This model can be used in a restaurant setting. Customers can take a picture of a dish they're unfamiliar with on the menu, and the software will identify the dish, providing an explanation and potentially customer reviews.
All the data for this dataset is provided from CARMA: Data from CARMA (www.carma.org) This dataset provides information about Power Plant emissions in China. Power Plant emissions from all power plants in China were obtained by CARMA for the past (2000 Annual Report), the present (2007 data), and the future. CARMA determine data presented for the future to reflect planned plant construction, expansion, and retirement. The dataset provides the name, company, parent company, city, state, metro area, lat/lon, and plant id for each individual power plant. Only Power Plants that had a listed longitude and latitude in CARMA's database were mapped. The dataset reports for the three time periods: Intensity: Pounds of CO2 emitted per megawatt-hour of electricity produced. Energy: Annual megawatt-hours of electricity produced. Carbon: Annual carbon dioxide (CO2) emissions. The units are short or U.S. tons. Multiply by 0.907 to get metric tons. Carbon Monitoring for Action (CARMA) is a massive database containing information on the carbon emissions of over 50,000 power plants and 4,000 power companies worldwide. Power generation accounts for 40% of all carbon emissions in the United States and about one-quarter of global emissions. CARMA is the first global inventory of a major, sector of the economy. The objective of CARMA.org is to equip individuals with the information they need to forge a cleaner, low-carbon future. By providing complete information for both clean and dirty power producers, CARMA hopes to influence the opinions and decisions of consumers, investors, shareholders, managers, workers, activists, and policymakers. CARMA builds on experience with public information disclosure techniques that have proven successful in reducing traditional pollutants. Please see carma.org for more information http://carma.org/region/detail/47
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China's total Imports in 2024 were valued at US$2.59 Trillion, according to the United Nations COMTRADE database on international trade. China's main import partners were: South Korea, the United States and Japan. The top three import commodities were: Electrical, electronic equipment; Mineral fuels, oils, distillation products and Ores slag and ash. Total Exports were valued at US$3.58 Trillion. In 2024, China had a trade surplus of US$991.41 Billion.
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Introducing the Mandarin Chinese Scripted Monologue Speech Dataset for the Healthcare Domain, a voice dataset built to accelerate the development and deployment of Mandarin language automatic speech recognition (ASR) systems, with a sharp focus on real-world healthcare interactions.
This dataset includes over 6,000 high-quality scripted audio prompts recorded in Mandarin Chinese, representing typical voice interactions found in the healthcare industry. The data is tailored for use in voice technology systems that power virtual assistants, patient-facing AI tools, and intelligent customer service platforms.
The prompts span a broad range of healthcare-specific interactions, such as:
To maximize authenticity, the prompts integrate linguistic elements and healthcare-specific terms such as:
These elements make the dataset exceptionally suited for training AI systems to understand and respond to natural healthcare-related speech patterns.
Every audio recording is accompanied by a verbatim, manually verified transcription.
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United States Imports from China was US$462.62 Billion during 2024, according to the United Nations COMTRADE database on international trade. United States Imports from China - data, historical chart and statistics - was last updated on October of 2025.