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2,227 results for “Market”
Data and code for: The centrality of the Huanan market among early COVID-19 cases is robust to fundamental misconceptions about epidemiology and misrepresentations of Worobey et al. (2022)
<p>Data and R code for <br>The centrality of the Huanan market among early COVID-19 cases is robust to fundamental misconceptions about epidemiology and misrepresentations of Worobey et al. (2022)</p>
Detailed information on cost and sale prices on Polish pig market in the period 2017-mid2022
<p>The database contains detailed information on costs and sale prices of piglets and finishers on Polish martket in the period January 2017 - July 2022. The prices of cereals used for feeding are taken from the average monthly data of the Ministry of Agriculture and the daily stock exchange quotations of Agrolok. The remaining operational costs (veterinary costs, utilities, labor, and transport) were assumed at a constant average level established on the basis of the reference methodological publication of the Danish research and development organization called “Seges Innovation” (2022) and a manual on pig farming (Pawłowski, 2020). The same sources were used to determine the optimal feeding model, which is important for calculating feed costs. Assumptions for calculating feed cost, the cost of falls, labor costs in piglet and finisher production, as well as piglet transportation costs are presented in the excel sheet.</p>
Xenophilia, Examining Its Antecedents and Its Role in Shaping Multi-cultural Consumers Market
<p>This is an anonymised upload of datasets used in a paper to be submitted to a double-blind peer review.</p>
Global Industrial Sulfuric Acid Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/industrial-sulfuric-acid-market/" target="_blank" rel="noopener">Industrial Sulfuric Acid Market Size, </a>Trends and Insights By Type (Concentrated Sulfuric Acid, Tower/Glover Acid, Battery Acid, Others), By Application (Fertilizers, Chemical Manufacturing, Metal Processing, Petroleum Refining, Automotive, Others), By End Use Industry (Agriculture, Chemicals, Metals & Mining, Petroleum, Automotive, Others), By Distribution Channel (Online, Offline), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>According to current market research conducted by the CMI Team, the global <a href="https://www.custommarketinsights.com/report/industrial-sulfuric-acid-market/" target="_blank" rel="noopener"><strong>Industrial Sulfuric Acid Market</strong></a> is expected to record a CAGR of <strong>10.67%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>13.79 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>34.34 Billion</strong><strong>.</strong></p> <p><strong>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=56588">https://www.custommarketinsights.com/request-for-free-sample/?reportid=56588</a></strong></p>
Global Silicon Wafer Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/silicon-wafer-market/" target="_blank" rel="noopener">Silicon Wafer Market Size</a>, Trends and Insights By Wafer Size (Less than 150 mm, 200 mm, 300 mm, 450 mm), By Application (Consumer Electronics, Automotive, Industrial, Telecommunications, Solar Cells), By Node Type (180 nm, 130 nm, 90 nm, 65 nm, 45 nm, 22 nm, 14 nm, 7 nm, 5 nm and below), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>The CMI Team’s most recent market research predicts that from 2024 to 2033, the global <a href="https://www.custommarketinsights.com/report/silicon-wafer-market/" target="_blank" rel="noopener"><strong>silicon wafer market</strong></a> will grow at a CAGR of 6.3%. In 2024, the market size is projected to reach a valuation of USD <strong>20 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>34 Billion</strong><strong>.</strong></p> <p>Excellent optimism surrounds the growth of this silicon wafer market, as one can witness an ever-increasing pattern in coming years. This is simply because demand for semiconductors will see an uprising in areas related to consumer electronics, automobiles, renewable energy, and many other advanced technologies, such as 5G and electric vehicles with an extremely high-performance requirement of silicon wafers.</p> <p>Manufacturers are now shifting to larger wafer sizes like 300 mm and 450 mm for better efficiency and cost-effectiveness in production. Furthermore, investments in research and development are continually being made, which results in better manufacturing processes and higher-quality wafers.</p> <p>As industries continue to innovate and integrate more electronic components into their products, the silicon wafer market is expected to grow rapidly. Overall, growth in the market is expected to be strong enough to provide opportunities for enhancements in production capacity for firms that can meet the evolving needs of consumers and commercial users.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59008" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59008</a></p>
Global Traditional Radio Advertising Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/traditional-radio-advertising-market/" target="_blank" rel="noopener">Traditional Radio Advertising Market Size</a>, Trends and Insights By Type (Terrestrial Radio Broadcast Advertising, Satellite Radio Advertising), By Enterprise Size (Large Enterprises, Small and Medium Enterprises (SMEs)), By Industry Vertical (Automotive, Financial Services, Media and Entertainment, Fast-Moving Consumer Goods (FMCG), Retail, Real Estate, Education, Other Industry Verticals), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>As per the current market research conducted by the CMI Team, the global <a href="https://www.custommarketinsights.com/report/traditional-radio-advertising-market/" target="_blank" rel="noopener"><strong>Traditional Radio Advertising Market</strong></a> is expected to record a CAGR of <strong>2.3%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>28.6 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>35.1 Billion</strong><strong>.</strong></p> <p>Traditional radio advertising will probably be cautiously positive because that particular industry must adapt to consumer behaviors and technological changes, which digital platforms must also offset. For local news and entertainment, traditional radio still attracts a considerable audience. It is worthwhile since people depend more and more on the radio when there are crises, whether in the case of the COVID-19 pandemic.</p> <p>Furthermore, with slow growth in corporate advertising expenditures over time, radio stations will continue to innovate and implement a new digital strategy that will spur listenership and engagement.</p> <p>Segments such as satellite radio advertisements are also expected to grow steadily, mainly driven by increased technological advancement and higher demands for diversified content.</p> <p>This article talks about how small and medium-sized businesses can help growth by using low-cost advertising options to reach local customers and how traditional radio advertising and new ideas come together in places like the Asia-Pacific region, which has the most growth potential due to more people living in cities, the use of digital technologies, and new ideas. In general, the marketplace is ready to be leveraged with strengths to adjust to an ever-changing landscape of advertisements.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59003" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59003</a></p>
US Recreational Vehicle Market 2024 to 2033
<p>According to current market research conducted by the CMI Team, the <a href="https://www.custommarketinsights.com/report/us-recreational-vehicle-market/" target="_blank" rel="noopener"><strong>US Recreational Vehicle Market</strong></a> is expected to record a CAGR of <strong>3.4%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>2,230.1 Million</strong>. By 2033, the valuation is anticipated to reach USD <strong>3,013.1 Million</strong><strong>.</strong></p> <p>The <a href="https://www.custommarketinsights.com/report/us-recreational-vehicle-market/" target="_blank" rel="noopener">US Recreational Vehicle (RV) market </a>is a dynamic sector that comprises travel, leisure, and consolidation of lifestyle patterns. These are all influenced by changing consumer preferences to travel more conveniently and flexibly. Vehicles in this market range from motor homes and camper vehicles to towable camping trailers, each serving a unique definition of travel and price range.</p> <p>The RV industry has long been popular among senior citizens, but younger and more active customers have recently become attracted to RVs’ mobility and ease. The sector is highly innovative, as companies are developing electric and hybrid RVs due to concerns about environmental sustainability. Moreover, advancements in digital technology have improved RVs.</p> <p>Simple control systems, solar panels, and internet access while traveling have improved the RV lifestyle. With changing patterns of economic variables like consumer disposable income and fuel prices, the market also undergoes changes, making it imperative for manufacturers and dealers to continuously adjust.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59186" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59186</a></p>
Asia Pacific Aromatherapy Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/asia-pacific-aromatherapy-market/" target="_blank" rel="noopener">Asia Pacific Aromatherapy Market Size</a>, Trends and Insights By Product Type (Essential Oils, Carrier Oils, Diffusers, Other Accessories), By Mode of Delivery (Topical Application, Direct Inhalation, Aerial Diffusion), By End-Use Industry (Home Use, Spa and Wellness Centers, Medical and Clinical Settings, Personal Care and Cosmetics), By Distribution Channel (Online Channels, Offline Channels), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033.</p> <p><strong>Reports Description</strong></p> <p>According to current market research conducted by the CMI Team, the <a href="https://www.custommarketinsights.com/report/asia-pacific-aromatherapy-market/" target="_blank" rel="noopener"><strong>Asia Pacific Aromatherapy Market</strong></a> is expected to record a CAGR of <strong>8.7%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>527.4 Million</strong>. By 2033, the valuation is anticipated to reach USD <strong>1,117.4 Million</strong><strong>.</strong></p> <p>The Asia Pacific aromatherapy market includes health and wellness through natural organic products. This is a rising trend, especially in cosmetics and personal care; the demand is mainly for ‘cleaner’ options that don’t necessarily have harmful chemicals in them.</p> <p>Today, the focus on mental health is at an all-time high, as people increasingly turn to aromatherapy therapy to alleviate stress and relaxation. As people become more aware of the therapeutic values of essential oils, aromatherapy has become very popular in individual and clinical uses.</p> <p>E-commerce has further opened the consumption points of aromatherapy products so that one can conveniently shop for them from home. Another push would come from including aromatherapy in wellness, spa settings, and medical institutes. The progression of technologies in product delivery, diffusion, and topical applications has considered diverse consumer preferences and channels.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59073" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59073</a></p>
Global Legal Cannabis Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/legal-cannabis-market/" target="_blank" rel="noopener">Legal Cannabis Market Size</a>, Trends and Insights By Strain (THC, CBD), By Species (Cannabis Indica, Cannabis Sativa, Cannabis Hybrid), By Source (Marijuana, Hemp), By End-User (Pharmaceutical Companies, Food and Beverage Companies, Personal Care Products, Research and Development Centers), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>As per the current market research conducted by the CMI Team, the global <a href="https://www.custommarketinsights.com/report/legal-cannabis-market/" target="_blank" rel="noopener"><strong>Legal Cannabis Market</strong></a> is expected to record a CAGR of <strong>23.5%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>32.4 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>216.5 Billion</strong><strong>.</strong></p> <p>The legal cannabis market seems promising with huge growth expected in the coming years. Reasons for this expansion are due to the increasing legalization of cannabis for both medical and recreational use across various regions, particularly in North America and Europe.</p> <p>More countries will legalize the drug, increasing the market to a wide consumer base and, in turn, increasing demand for various cannabis products. Innovations in edibles, beverages, as well as wellness-oriented topical product formulations are increasing customer interest in the field, further establishing a deep inroad of the same on consumers.</p> <p>This shows shifting perspectives by consumers of being involved in cannabis, towards becoming more holistic wellness opportunities further pushing the market footprint even more.</p> <p>Consumer acceptance combined with a growth in more scientific development, will increase quality along with product safety factors also meaning customers will increasingly end up placing their faith as well in the said product. Advanced cultivation and extraction techniques are where the companies are investing better quality products are then produced to meet very stringent regulatory standards.</p> <p>Strategic partnerships and mergers will continue to shape the market landscape, enabling companies to expand their offerings and strengthen their market positions. The legal cannabis market is growing enormously with changing social views, increasing regulation, and a newly formed product space constantly shifting to consumer needs and demand.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59056" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59056</a></p>
Global Luxury Food Market 2024 To 2033
<p><a href="https://www.custommarketinsights.com/report/luxury-food-market/" target="_blank" rel="noopener">Luxury Food Market Size</a>, Trends and Insights By Type (Vegetarian Food, Poultry, Pork, Meat, Seafood, Others), By Distribution Channel (Online Retailers, Specialty Stores, Supermarkets and Hypermarkets, Gourmet Food Stores, Hotel and Restaurant Supply, Duty-Free Shops, Direct Sales), By End-User (Small Food Chains, High-End Restaurants), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>The CMI Team’s most recent market research predicts that from 2024 to 2033, the global market for luxury foods will grow at a CAGR of 17.45%. In 2024, the market size is projected to reach a valuation of USD <strong>194.1 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>702.69 Billion</strong><strong>.</strong></p> <p>The Luxury Food market has experienced an increase in the use of on-demand delivery services and an uplift in the demand for luxury dining services. However, one transition that has shifted drastically is eating habits, which has greatly accelerated Luxury Food and delivery services.</p> <p>According to a National Restaurant Association survey, as the convenience and speed of online and app-based ordering in other industries continue to influence consumer habits, nearly 60% of restaurant visits are now off-premises in all forms, including drive-thru, takeaway, and delivery.</p> <p>Customers are especially interested in consumer-facing solutions like drive-thru upgrades, order accuracy tracking, and seamless mobile ordering. Key areas for growth include: 92% of consumers use drive-thru at least once a month., 34% of consumers utilize delivery more often., 79% of consumers use restaurant delivery, and 53% use third-party) at least once a month.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=57541" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=57541</a></p>
Asia Pacific Slimming Tea Market 2024 TO 2033
<p><a href="https://www.custommarketinsights.com/report/asia-pacific-slimming-tea-market/">Asia Pacific Slimming Tea Market</a> Size, Trends and Insights By Product Type (Black Tea, Green Tea, Herbal Tea, Others), By Form (Loose Leaf Tea, Tea Bags, Instant Tea, Powdered Tea), By Distribution Channel (Hypermarkets & Supermarkets, Convenience Stores, Online, Others), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=58208" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=58208</a></p>
US Automatic Number Plate Recognition Market 2024 To 2033
<p><a href="https://www.custommarketinsights.com/report/us-automatic-number-plate-recognition-market/" target="_blank" rel="noopener">US Automatic Number Plate Recognition Market Size</a>, Trends and Insights By Application (Traffic Management, Toll Collection, Law Enforcement, Parking Management), By Product Type (Fixed ANPR Systems, Mobile ANPR Systems, Portable ANPR Systems), By End User (Government Agencies, Law Enforcement, Toll Operators, Parking Management Firms), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>As per the current market research conducted by the CMI Team, the <a href="https://www.custommarketinsights.com/report/us-automatic-number-plate-recognition-market/"><strong>US Automatic Number Plate Recognition Market</strong></a> is expected to record a CAGR of <strong>9.06%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>3.19 Billion</strong>. By 2033, the valuation is anticipated to reach USD 6.93 billion<strong>.</strong></p> <p>This chart shows the count of images and instances trained and validated for car and license plate detection that form a part of ANPR systems in the US marketplace. Shares images were analyzed: 183 images of the training subset and 20 images of the validation subset. In the case of car detection, there were 819 instances 740 were designated for training and 79 for validation.</p> <p>Moreover, 246 license plate instance samples were used, with 227 in the training and 19 in the validation sets. These datasets illustrate the tremendous amount of work and precision involved in the ANPR technology because of the increasing use of such systems for managing traffic issues, enforcing laws and collecting tolls on highways across the United States. This extensive data training emphasizes the accuracy and sharpness of the ANPR systems that authorities provide to the market by definition of vehicle identification and control.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=58799" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=58799</a></p>
Coding frame and dataset for the study: Land-use governance: The interplay of social, market, and policy drivers – A global systematic review
<p>This file entails the coding frame and dataset used to conduct the systematic literature review "Land-use governance: The interplay of social, market, and policy drivers – A global systematic review".</p> <p>This study was first published as Chapter 2 of the PhD Dissertation "From soil to society - Rethinking governance for multifunctional land use and management" (Elsa L. Dingkuhn, 2025), and in a modified form in the journal Earth System Governance (Dingkuhn et al. 2025).</p> <p>The file consists of three sheets:<br>- Coding frame: Includes coding instructions and definitions used to extract and categorize the data.<br>- Variables: A list of dataset variables with explanations.<br>- List of included studies: The 81 studies from which the data was sourced.<br>- Data_List of observations: The dataset itself, consisting of 718 observations extracted from the included studies.</p>
Global Spark Plug Tarkov Market 2024 to 2033
<p><a href="https://www.custommarketinsights.com/report/spark-plug-tarkov-market/" target="_blank" rel="noopener">Spark Plug Tarkov Market Size</a>, Trends and Insights By Product Type (Spark Plugs, Glow Plugs), By Electrode Material (Copper, Platinum, Iridium), By Sales Channel (OEM (Original Equipment Manufacturer), Aftermarket), By Application (Passenger Vehicles, Commercial Vehicles, Two-Wheelers), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2024–2033</p> <p><strong>Reports Description</strong></p> <p>According to current market research conducted by the CMI Team, the global <a href="https://www.custommarketinsights.com/report/spark-plug-tarkov-market/" target="_blank" rel="noopener"><strong>Spark Plug Tarkov Market</strong></a> is expected to record a CAGR of <strong>6.1%</strong> from 2024 to 2033. In 2024, the market size is projected to reach a valuation of USD <strong>11.9 Billion</strong>. By 2033, the valuation is anticipated to reach USD <strong>20.9 Billion</strong><strong>.</strong></p> <p>The general outlook on the spark plug market is positive and supported by several drivers. The global increase in vehicle production, especially in Asia Pacific, would suffice the demand for spark plugs, mainly for gasoline-vehicle usage.</p> <p>Another factor that will also improve performance and service lifetime increases in efficiency for the spark plug, such as more durable materials similar to those utilized in platinum and iridium, are customers who continue to seek efficiency.</p> <p>However, a challenge to the market from the rising popularity of electric vehicles, which don’t use traditional spark plugs, poses a potential long-term reduced demand. On the other hand, an increasing aftermarket for replacement parts and heightened vehicle maintenance sensibilities can be opportunities for manufacturers. Overall, such technological changes and regulatory variations cause the market to fluctuate, but more vehicle performance and awareness in maintenance will ensure a smooth growth pattern in the future.</p> <p>DOWNLOAD FREE SAMPLE Now at <a href="https://www.custommarketinsights.com/request-for-free-sample/?reportid=59290" target="_blank" rel="noopener">https://www.custommarketinsights.com/request-for-free-sample/?reportid=59290</a></p>
Model output data and figures' code for Fujimori & Wu et al., Land-based climate change mitigation measures can affect agricultural markets and food security
<p>Model output data and figures' code for "Fujimori & Wu et al., Land-based climate change mitigation measures can affect agricultural markets and food security" in Nature Food (DOI: 10.1038/s43016-022-00464-4)</p>
Markets_Records
<p>This spreadsheet contains the 56 records identified in '<strong>A scoping review of live wildlife trade in markets worldwide', Science of The Total Environment 2022: 153043. </strong></p> <p><a href="https://doi.org/10.1016/j.scitotenv.2022.153043"><strong>https://doi.org/10.1016/j.scitotenv.2022.153043</strong></a></p> <p>The scoping review was conducted according to the Preferred Reporting Items for Systematic reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) guidelines (<a href="http://www.prisma-statement.org/Extensions/ScopingReviews">http://www.prisma-statement.org/Extensions/ScopingReviews</a>).</p>
Supplementary Data: A peer-to-peer market mechanism incorporating multi-energy coupling and cooperative behaviors
<p>This dataset is the supplementary dataset for the case study used in the journal article (<a href="https://doi-org.tudelft.idm.oclc.org/10.1016/j.apenergy.2022.118572">https://doi.org/10.1016/j.apenergy.2022.118572</a>):</p> <p>A peer-to-peer market mechanism incorporating multi-energy coupling and cooperative behaviors</p> <p> </p> <p>Before using the dataset, please</p> <p>1. refer to the article for the details of the data used in the case study,</p> <p>2. read README.txt for the structure of the dataset.</p> <p> </p> <p>Please also kindly cite the journal article when using the dataset.</p>
Figura 27: Confluências entre marketing digital e marketing científico no contexto ASEO
<p>A Figura representa as confluências entre o <em>Marketing</em> Digital e <em>Marketing</em> Científico Digital no contexto ASEO, onde elementos de <em>marketing</em> digital convergem aos elementos de <em>marketing</em> científico, por caminhos que se entrelaçam em estratégias e ações específicas, perfazendo-se em caminhos possíveis no processo construtivo à visibilidade da produção científica.</p> <p> </p>
Day ahead market power prices (EU)
<p>Day ahead power prices for Europe different systems. Hourly data.</p>
Market prices in Tigray (March 2020 – March 2022)
<p>In northern Ethiopia, Tigray continues to be blockaded. The 2021 crop yield was just 25-50 percent of what it would be in a regular year. At the beginning of March 2022, colleagues and friends in Tigray provided us with average statistics on the cost of living in Tigray (especially food). Farmlands had been poorly ploughed and planted lately or not at all due to military targeting of farming activities. Hence, every crop has gotten more costly. As a result of distress or desperation sales, the price of live animals has dropped dramatically. Coffee, firewood, gasoline, and transportation have also seen significant price rises. Extreme shortages of food and energy supplies drive up inflation, but the fact that there are very limited amounts of cash in circulation curbs it.</p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.