Third-party library that extends the capabilities of the Pandas library by incorporating generative AI. It allows users to interact with their data using natural language commands, making data analysis more intuitive and conversational. This tool is particularly beneficial for data analysts and scientists seeking to streamline their data manipulation and analysis processes through more user-friendly interactions.

A popular dietary supplement known for enhancing athletic performance, increasing muscle mass, and improving strength by boosting ATP production in muscle cells. It is distinguished by its ability to provide energy during high-intensity, short-duration exercises, making it a staple in many athletes' and bodybuilders' regimens. The primary users of creatine monohydrate are athletes, bodybuilders, and fitness enthusiasts seeking to improve their physical performance and muscle growth.

Internalized homophobia refers to the involuntary belief by non-heterosexual individuals that homophobic stereotypes and myths about them are true. This can lead to negative feelings and behaviors such as self-hatred, low self-esteem, and denial of one's sexual orientation. It primarily affects lesbians, gay men, bisexuals, and other non-heterosexual individuals, often requiring supportive environments and counseling to overcome.

A light pink to pale violet variety of sodalite known for its unique optical property called tenebrescence. This property allows hackmanite to temporarily change color when exposed to different forms of light, making it a fascinating subject for both gem enthusiasts and scientists. Hackmanite is particularly valued by collectors and those interested in minerals with unique optical characteristics.

Biotechnology company focused on leveraging evolved medicines to improve health outcomes. Hexagon Bio differentiates itself by combining the expertise of drug hunters, data scientists, biologists, chemists, and engineers to develop innovative treatments. The company primarily targets healthcare professionals and patients seeking advanced therapeutic solutions.

Marine bivalve mollusks belonging to the family Ostreidae, known for their irregularly shaped shells. True oysters are ecologically significant for their role in water filtration and economically valuable as a food source. They are primarily targeted by the seafood industry and environmental conservationists.

A naturally occurring mineral form of calcium apatite with the formula Ca₅(PO₄)₃(OH). It is the main inorganic component of tooth enamel and bone, widely used in medical and dental applications such as bone grafts and dental implants due to its biocompatibility and similarity to human hard tissues. Hydroxyapatite is particularly beneficial for medical professionals and patients requiring bone and dental restoration.

Deep technology refers to startups and companies that are founded on scientific discoveries or significant engineering innovations. These technologies often require extensive research and development and have the potential to create substantial societal impact by leveraging advanced technologies such as artificial intelligence, blockchain, quantum computing, and sustainability. Deeptech primarily targets industries looking to revolutionize their operations and address global challenges through cutting-edge technological solutions.

Tiny plastic particles that are less than 100 nanometers in size. They can originate from the breakdown of larger plastic debris or be manufactured intentionally for use in various products, posing environmental and health risks due to their ability to be ingested by marine life and potentially enter the human food chain. Nanoplastics are particularly concerning for environmental scientists, public health officials, and policymakers focused on pollution and food safety.

This field focuses on creating cryptographic systems that can withstand the computational power of quantum computers, which have the potential to break many existing cryptographic protocols. It aims to develop algorithms that are secure against quantum attacks, ensuring the confidentiality and integrity of data in a future where quantum computing is prevalent. The primary beneficiaries of post-quantum cryptography are industries and organizations that require long-term data security, such as financial institutions, government agencies, and technology companies.

​Cybin is a clinical-stage biopharmaceutical company dedicated to developing psychedelic-based therapeutics to address mental health conditions. Founded in 2019 and headquartered in Toronto, Canada, Cybin focuses on creating proprietary drug discovery platforms and innovative drug delivery systems. Their lead programs include CYB003, a deuterated psilocin analog in Phase 3 trials for major depressive disorder, and CYB004, a deuterated dimethyltryptamine (DMT) molecule in Phase 2 studies for generalized anxiety disorder. Cybin's efforts aim to provide new treatment options for individuals suffering from mental health disorders.

Video games that utilize artificial intelligence technologies to enhance game development, gameplay experience, and interactivity. These games feature more realistic and adaptive non-player characters (NPCs), dynamic game environments, and personalized gaming experiences for players, setting them apart from traditional video games. AI video games primarily target gamers seeking immersive and innovative experiences, as well as developers looking to push the boundaries of game design.

The process of restoring the integrity and function of the skin's outermost layer, known as the stratum corneum. This involves using moisturizers with ingredients like ceramides, avoiding irritants, gentle cleansing, and maintaining hydration to prevent issues such as dryness, irritation, and increased sensitivity. Skin barrier repair is particularly beneficial for individuals with compromised skin barriers due to environmental factors, harsh skincare products, or underlying skin conditions.

The process of reducing carbon dioxide (CO2) emissions resulting from human activity to mitigate climate change. This involves transitioning from fossil fuels to renewable energy sources, improving energy efficiency, and adopting technologies that reduce carbon footprints. Decarbonization primarily benefits governments, industries, and individuals committed to environmental sustainability and meeting international climate targets.

Advanced telescopes that integrate modern technology to enhance the user experience, making stargazing and astrophotography more accessible and enjoyable. These devices often feature automated setup and alignment, app integration for control, and built-in cameras for easy astrophotography. Smart telescopes are ideal for both beginners and experienced astronomers looking to simplify and enrich their stargazing experience.

Short sequences of nucleotides used in next-generation sequencing to tag individual DNA or RNA molecules. UMIs help in identifying and correcting amplification errors and biases, thereby improving the accuracy and reliability of sequencing data. They are particularly beneficial for researchers and scientists involved in genomic studies and molecular biology.

Psychological phenomenon characterized by chronic fear and anxiety about environmental degradation and climate change. Eco-anxiety manifests as feelings of helplessness, stress, and depression regarding the future of the planet, driven by increasing awareness of environmental issues. This condition primarily affects individuals who are highly conscious of environmental problems and are concerned about the long-term impacts of climate change.

Company that offers an embedded integration platform as a service (iPaaS) designed to accelerate the development and deployment of product integrations for B2B SaaS teams. Prismatic's platform enables teams to launch integrations up to eight times faster by providing a comprehensive suite of tools and features tailored for seamless integration processes. The primary users of Prismatic are B2B SaaS companies looking to enhance their product offerings with efficient and scalable integration capabilities.

Biotechnology company specializing in the development of circular RNA (oRNA) therapeutics, a new class of RNA medicines. Orna Therapeutics differentiates itself by focusing on the unique properties of circular RNA to create more stable and efficient treatments for various diseases. The company's innovations primarily benefit patients with unmet medical needs and researchers in the field of RNA therapeutics.

Targeted cancer treatment composed of a monoclonal antibody (fam-trastuzumab) and a chemotherapy drug (topoisomerase I inhibitor). This HER2-directed antibody and topoisomerase inhibitor conjugate is designed to specifically target and treat HER2-positive cancers, offering a more focused approach compared to traditional chemotherapy. Enhertu is primarily intended for patients with HER2-positive cancers, including breast and gastric cancers, who may benefit from targeted therapy.

Medical drugs produced using biotechnology, including vaccines, blood components, gene therapies, tissues, and recombinant therapeutic proteins. These medicines are derived from living organisms and are used to treat various diseases and medical conditions, often involving complex processes like genetic engineering and cell culture. Biomedicines are primarily targeted at treating chronic and severe conditions such as cancer, diabetes, and autoimmune diseases.

Exiobase is a comprehensive, global database that provides detailed data on the environmental and socio-economic impacts of products and industries. It is designed to support life cycle assessments, helping users understand the ecological footprint and resource usage associated with various goods and services by offering multi-regional input-output (MRIO) tables. Exiobase is primarily targeted at researchers, policymakers, and organizations focused on sustainability and environmental impact analysis.

Medical approach that uses small chains of amino acids, known as peptides, to influence various biological processes in the body. These peptides can have different mechanisms of action depending on their specific type and intended use, offering benefits such as enhancing muscle growth, improving skin health, boosting immune function, and aiding in weight loss. Peptide therapy is often sought by individuals looking to improve their overall health, athletic performance, or aesthetic appearance.

​Fervo Energy is a Houston-based company specializing in next-generation geothermal energy solutions, founded in 2017 by Tim Latimer. Utilizing advanced techniques such as horizontal drilling and fiber-optic sensing, Fervo aims to unlock geothermal resources in previously inaccessible locations, providing 24/7 carbon-free energy. Their technology is particularly suited for utilities, data centers, and industries seeking reliable and sustainable power sources

Renewable energy company focused on developing next-generation geothermal projects. Fervo Energy aims to deliver carbon-free renewable energy by enhancing system performance and well design through advanced drilling techniques, fiber-optic sensing, and cloud-based analytics. The company primarily targets regions with geothermal potential and stakeholders interested in sustainable and renewable energy solutions.

Technology that enables groups of individuals to converge online and make collective decisions using swarm intelligence algorithms. These algorithms moderate the interactions of the group, allowing them to combine their knowledge, wisdom, insights, and intuitions to arrive at more accurate and effective decisions. Swarm AI is particularly beneficial for organizations and teams seeking to leverage collective intelligence for decision-making processes.

A family of high molecular weight, heavily glycosylated proteins produced by epithelial tissues in most animals. These proteins are a key component of mucus, serving to protect and lubricate surfaces in the body, and are characterized by their ability to form gels, playing roles in cell signaling, forming protective barriers, and immune response. Mucins are essential for maintaining the health and function of epithelial tissues, benefiting a wide range of biological processes.

UPFs, or Ultraprocessed Foods, are food products that have undergone significant industrial processing and often contain additives such as preservatives, sweeteners, and artificial flavors. These foods are typically designed for convenience, long shelf life, and enhanced palatability, often resulting in higher calorie content and lower nutritional value compared to minimally processed foods. UPFs are primarily consumed by individuals seeking quick, convenient meal options but are often scrutinized by health professionals due to their potential link to various health issues such as obesity, diabetes, and cardiovascular diseases.

This technology involves a type of OLED that incorporates a white light-emitting layer, commonly utilized in display and lighting applications. WOLED panels are characterized by their configuration of red, white, blue, and green subpixels, which contribute to enhanced color accuracy and energy efficiency. The primary beneficiaries of WOLED technology are manufacturers and consumers seeking high-quality display solutions with improved color performance and reduced power consumption.

Hydrogen naturally occurring in the Earth's crust is referred to as geologic hydrogen. It is gaining attention as a clean energy resource due to its potential for low-carbon emissions and applications in fuel cells and chemical processes. This energy source is particularly appealing to industries and researchers focused on sustainable and renewable energy solutions.