100+ datasets found
  1. R

    Bicep Curl Dataset

    • universe.roboflow.com
    zip
    Updated Nov 15, 2024
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    Gym Exercise Correction (2024). Bicep Curl Dataset [Dataset]. https://universe.roboflow.com/gym-exercise-correction/bicep-curl
    Explore at:
    zipAvailable download formats
    Dataset updated
    Nov 15, 2024
    Dataset authored and provided by
    Gym Exercise Correction
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Bicep_curls Bounding Boxes
    Description

    Bicep Curl

    ## Overview
    
    Bicep Curl is a dataset for object detection tasks - it contains Bicep_curls annotations for 707 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  2. R

    Hammer Curl Dataset

    • universe.roboflow.com
    zip
    Updated Oct 9, 2025
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    universityworkdata (2025). Hammer Curl Dataset [Dataset]. https://universe.roboflow.com/universityworkdata/hammer-curl-vdmkk
    Explore at:
    zipAvailable download formats
    Dataset updated
    Oct 9, 2025
    Dataset authored and provided by
    universityworkdata
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Hammer Curls Bounding Boxes
    Description

    Hammer Curl

    ## Overview
    
    Hammer Curl is a dataset for object detection tasks - it contains Hammer Curls annotations for 561 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  3. OW QuikSCAT Wind Speed, Stress and Stress Curl

    • fisheries.noaa.gov
    • datasets.ai
    • +1more
    html
    Updated Feb 21, 2018
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    Pacific Islands Fisheries Science Center (2018). OW QuikSCAT Wind Speed, Stress and Stress Curl [Dataset]. https://www.fisheries.noaa.gov/inport/item/5703
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    htmlAvailable download formats
    Dataset updated
    Feb 21, 2018
    Dataset provided by
    Pacific Islands Fisheries Science Center
    Time period covered
    Jul 27, 1999 - Nov 23, 2009
    Area covered
    Global,
    Description

    The dataset contains satellite-derived ocean wind speed, stress and stress curl measurements collected by means of the NASA/JPL SeaWinds Scatterometer sensor. The data is collected daily, and is available at 3-day, weekly and monthly intervals at a spatial resolution of approximately 0.5 degrees. The geographic coverage extends globally, and the temporal coverage ranges from 1999-2009.

  4. w

    Websites using curl

    • webtechsurvey.com
    csv
    Updated Jan 12, 2025
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    WebTechSurvey (2025). Websites using curl [Dataset]. https://webtechsurvey.com/technology/curl
    Explore at:
    csvAvailable download formats
    Dataset updated
    Jan 12, 2025
    Dataset authored and provided by
    WebTechSurvey
    License

    https://webtechsurvey.com/termshttps://webtechsurvey.com/terms

    Time period covered
    2025
    Area covered
    Global
    Description

    A complete list of live websites using the curl technology, compiled through global website indexing conducted by WebTechSurvey.

  5. R

    Curl Virus Dataset

    • universe.roboflow.com
    zip
    Updated Jun 20, 2024
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    Myworkspace (2024). Curl Virus Dataset [Dataset]. https://universe.roboflow.com/myworkspace-bg7vm/curl-virus
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jun 20, 2024
    Dataset authored and provided by
    Myworkspace
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Bugs Bounding Boxes
    Description

    Curl Virus

    ## Overview
    
    Curl Virus is a dataset for object detection tasks - it contains Bugs annotations for 654 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  6. bicep curl train

    • kaggle.com
    zip
    Updated Apr 22, 2025
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    Pranav Kumar (2025). bicep curl train [Dataset]. https://www.kaggle.com/datasets/pr4nut/bicep-curl-train
    Explore at:
    zip(933003 bytes)Available download formats
    Dataset updated
    Apr 22, 2025
    Authors
    Pranav Kumar
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    Dataset

    This dataset was created by Pranav Kumar

    Released under MIT

    Contents

  7. R

    Plank And Bicep Curl Dataset

    • universe.roboflow.com
    zip
    Updated Jun 18, 2025
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    excercise (2025). Plank And Bicep Curl Dataset [Dataset]. https://universe.roboflow.com/excercise/plank-and-bicep-curl/dataset/1
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jun 18, 2025
    Dataset authored and provided by
    excercise
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Objects ItW2
    Description

    Plank And Bicep Curl

    ## Overview
    
    Plank And Bicep Curl is a dataset for classification tasks - it contains Objects ItW2 annotations for 615 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  8. CottonLeafCurl Dataset

    • kaggle.com
    zip
    Updated Apr 23, 2024
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    fatimashakeel1 (2024). CottonLeafCurl Dataset [Dataset]. https://www.kaggle.com/datasets/fatimashakeel1/cottonleafcurl-dataset
    Explore at:
    zip(219122537 bytes)Available download formats
    Dataset updated
    Apr 23, 2024
    Authors
    fatimashakeel1
    License

    MIT Licensehttps://opensource.org/licenses/MIT
    License information was derived automatically

    Description

    Dataset

    This dataset was created by fatimashakeel1

    Released under MIT

    Contents

  9. R

    Leaf Curl Dataset

    • universe.roboflow.com
    zip
    Updated Jul 24, 2025
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    Jagriti (2025). Leaf Curl Dataset [Dataset]. https://universe.roboflow.com/jagriti/leaf-curl-m1t6c/dataset/1
    Explore at:
    zipAvailable download formats
    Dataset updated
    Jul 24, 2025
    Dataset authored and provided by
    Jagriti
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Variables measured
    Leaf Curl Bounding Boxes
    Description

    Leaf Curl

    ## Overview
    
    Leaf Curl is a dataset for object detection tasks - it contains Leaf Curl annotations for 379 images.
    
    ## Getting Started
    
    You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.
    
      ## License
    
      This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
    
  10. R

    Curl Plopping T-Shirt Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Aug 17, 2025
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    Research Intelo (2025). Curl Plopping T-Shirt Market Research Report 2033 [Dataset]. https://researchintelo.com/report/curl-plopping-t-shirt-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Aug 17, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Curl Plopping T-Shirt Market Outlook



    According to our latest research, the Curl Plopping T-Shirt market was valued at $420 million in 2024 and is projected to reach $1.07 billion by 2033, expanding at a CAGR of 10.7% during 2024–2033. The primary factor propelling this robust growth is the increasing global awareness and adoption of natural hair care routines, particularly among women and young adults who are seeking healthier, heat-free methods to enhance and define their natural curls. The rising influence of social media, beauty influencers, and the growing trend towards embracing natural beauty standards have significantly amplified demand for specialized products like curl plopping t-shirts, which offer a gentler and more effective alternative to traditional towels for curl maintenance. As consumers become more educated about the damaging effects of friction and heat on curly hair, the market is witnessing a notable shift towards innovative, fabric-based solutions designed specifically for curl preservation and enhancement.



    Regional Outlook



    North America currently dominates the Curl Plopping T-Shirt market, accounting for the largest market share with an estimated value of $160 million in 2024. This region’s leadership is attributed to a mature hair care industry, high consumer awareness about advanced hair care techniques, and a strong presence of established brands and specialty retailers. The proliferation of natural hair movements, particularly in the United States and Canada, has driven widespread adoption of curl-specific products. Additionally, North America benefits from robust e-commerce infrastructure and a culture of early adoption of beauty trends, further fueling market expansion. The presence of influential beauty bloggers and celebrities who advocate for natural curl care has also played a pivotal role in shaping consumer preferences and accelerating product uptake in this region.



    Asia Pacific is poised to be the fastest-growing region in the Curl Plopping T-Shirt market, projected to register an impressive CAGR of 13.2% through 2033. This rapid growth is underpinned by increasing disposable incomes, urbanization, and a burgeoning middle class, particularly in countries like China, India, and South Korea. The region is witnessing a cultural shift towards embracing natural hair textures, supported by a younger demographic that is highly influenced by global beauty trends and social media. Investment in localized manufacturing facilities and strategic partnerships with regional beauty influencers are enabling international brands to penetrate this high-potential market. Furthermore, the proliferation of online retail platforms and the growing popularity of K-beauty and J-beauty have accelerated the adoption of innovative hair care products, including curl plopping t-shirts.



    Emerging economies in Latin America, the Middle East, and Africa are gradually catching up, albeit with unique challenges such as lower consumer awareness, limited product availability, and price sensitivity. In these regions, the market is characterized by a nascent stage of adoption, with localized demand often driven by urban centers and expatriate communities. Policy initiatives aimed at supporting small and medium enterprises in the beauty and personal care sector, coupled with increasing internet penetration, are expected to facilitate market entry for both local and global brands. However, challenges such as import regulations, fragmented distribution networks, and cultural preferences for traditional hair care methods may impede rapid market expansion in these geographies.



    Report Scope





    Attributes Details
    Report Title Curl Plopping T-Shirt Market Research Report 2033
    By Product Type Microfiber T-Shirts, Cotton T-Shirts, Bamboo Fiber T-Shirts, Others
    By Application Home Use, Professional Salons, Others
    By Distribution Channel O

  11. d

    Quiz

    • sct.devacurl.com
    Updated Jan 27, 2018
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    (2018). Quiz [Dataset]. https://sct.devacurl.com/
    Explore at:
    Dataset updated
    Jan 27, 2018
    Description

    In just a few minutes, you’ll receive product recommendations specifically for you, articles and videos to help you get started, and a listing of Deva trained curl stylists in your area.

  12. R

    Protein-free curl leave-in Market Research Report 2033

    • researchintelo.com
    csv, pdf, pptx
    Updated Oct 2, 2025
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    Research Intelo (2025). Protein-free curl leave-in Market Research Report 2033 [Dataset]. https://researchintelo.com/report/protein-free-curl-leave-in-market
    Explore at:
    pdf, csv, pptxAvailable download formats
    Dataset updated
    Oct 2, 2025
    Dataset authored and provided by
    Research Intelo
    License

    https://researchintelo.com/privacy-and-policyhttps://researchintelo.com/privacy-and-policy

    Time period covered
    2024 - 2033
    Area covered
    Global
    Description

    Protein-Free Curl Leave-In Market Outlook



    According to our latest research, the Global Protein-Free Curl Leave-In Market size was valued at $1.2 billion in 2024 and is projected to reach $2.4 billion by 2033, expanding at a CAGR of 7.9% during 2024–2033. The primary factor driving the robust growth of the protein-free curl leave-in market globally is the surging demand for specialized hair care solutions tailored to the unique needs of textured and curly hair. Consumers are increasingly seeking products free from proteins due to sensitivities, allergies, or the desire to avoid protein overload, which can lead to hair dryness and brittleness. This trend is further amplified by the rising awareness of ingredient transparency and the movement towards clean beauty, which has encouraged manufacturers to develop innovative, gentle formulations that cater to a diverse and growing customer base. The market’s expansion is also propelled by the influence of social media, where beauty influencers and hair care professionals advocate for personalized, protein-free regimens, thereby accelerating product adoption across various demographics.



    Regional Outlook



    North America currently holds the largest share of the global protein-free curl leave-in market, accounting for over 38% of total revenue in 2024. This dominance is attributed to a highly mature beauty and personal care industry, widespread consumer awareness regarding hair health, and a significant population with textured hair, particularly in the United States and Canada. The region benefits from advanced distribution networks, a high penetration of specialty and premium hair care brands, and a strong presence of multicultural communities that drive demand for curl-specific products. Regulatory frameworks supporting ingredient transparency and the prevalence of clean beauty trends have also propelled market growth. Furthermore, North American consumers are early adopters of innovative formulations, and the region’s robust e-commerce infrastructure facilitates easy access to a wide range of protein-free curl leave-in products, making it a pivotal market for both established and emerging brands.



    The Asia Pacific region is projected to be the fastest-growing market, with a CAGR of 10.2% during 2024–2033. This rapid growth is fueled by increasing disposable incomes, urbanization, and a burgeoning middle class with evolving beauty standards. Countries such as China, Japan, South Korea, and India are witnessing a surge in demand for specialized hair care products, including protein-free curl leave-ins, as consumers become more educated about hair health and ingredient safety. The influence of K-beauty and J-beauty trends, along with aggressive marketing campaigns by local and international brands, has significantly boosted market penetration. Additionally, the proliferation of online retail channels and the expansion of brick-and-mortar specialty stores have made these products more accessible to a wider audience. Strategic investments by global players in product localization and tailored marketing initiatives further underpin the region’s exceptional growth trajectory.



    In emerging markets such as Latin America, the Middle East, and Africa, adoption of protein-free curl leave-in products is steadily increasing but faces unique challenges. These regions are characterized by diverse hair textures and a growing recognition of the importance of proper hair care, yet market penetration remains constrained by limited consumer education, lower disposable incomes, and fragmented distribution networks. Policy reforms promoting domestic manufacturing and ingredient safety are gradually improving the landscape, while localized demand is being shaped by regional beauty standards and cultural preferences. Brands entering these markets often need to invest in awareness campaigns and community engagement to overcome skepticism and build trust. Despite these hurdles, the untapped potential and rising urbanization present significant long-term opportunities for market expansion, particularly as consumers become more attuned to the benefits of protein-free formulations.



    Report Scope




    Attributes Details
    <b

  13. C

    Curl Enhancers Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Oct 24, 2025
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    Archive Market Research (2025). Curl Enhancers Report [Dataset]. https://www.archivemarketresearch.com/reports/curl-enhancers-249523
    Explore at:
    ppt, pdf, docAvailable download formats
    Dataset updated
    Oct 24, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    Explore the booming Curl Enhancers market forecast, drivers, and trends. Discover market size, CAGR, key segments like Curl Cream & Gel, and leading companies. Essential for textured hair care insights.

  14. c

    CURL github.com/curl/CURL Price Prediction Data

    • coinbase.com
    Updated Nov 9, 2025
    + more versions
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    (2025). CURL github.com/curl/CURL Price Prediction Data [Dataset]. https://www.coinbase.com/price-prediction/base-curl-githubcomcurlcurl-5f74
    Explore at:
    Dataset updated
    Nov 9, 2025
    Variables measured
    Growth Rate, Predicted Price
    Measurement technique
    User-defined projections based on compound growth. This is not a formal financial forecast.
    Description

    This dataset contains the predicted prices of the asset CURL github.com/curl/CURL over the next 16 years. This data is calculated initially using a default 5 percent annual growth rate, and after page load, it features a sliding scale component where the user can then further adjust the growth rate to their own positive or negative projections. The maximum positive adjustable growth rate is 100 percent, and the minimum adjustable growth rate is -100 percent.

  15. Counts for hair curl versus genotype at rs1556547.

    • plos.figshare.com
    xls
    Updated Jun 4, 2023
    + more versions
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    Nicholas Eriksson; J. Michael Macpherson; Joyce Y. Tung; Lawrence S. Hon; Brian Naughton; Serge Saxonov; Linda Avey; Anne Wojcicki; Itsik Pe'er; Joanna Mountain (2023). Counts for hair curl versus genotype at rs1556547. [Dataset]. http://doi.org/10.1371/journal.pgen.1000993.t008
    Explore at:
    xlsAvailable download formats
    Dataset updated
    Jun 4, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Nicholas Eriksson; J. Michael Macpherson; Joyce Y. Tung; Lawrence S. Hon; Brian Naughton; Serge Saxonov; Linda Avey; Anne Wojcicki; Itsik Pe'er; Joanna Mountain
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Counts for hair curl versus genotype at rs1556547.

  16. G

    Curl Pattern Coach App Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Aug 4, 2025
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    Growth Market Reports (2025). Curl Pattern Coach App Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/curl-pattern-coach-app-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Aug 4, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Curl Pattern Coach App Market Outlook



    According to our latest research, the global Curl Pattern Coach App market size reached USD 412 million in 2024, reflecting robust growth propelled by increasing consumer awareness and adoption of personalized hair care solutions. The market is anticipated to expand at a CAGR of 13.7% from 2025 to 2033, with the forecasted market size expected to reach USD 1,215 million by 2033. This remarkable growth is primarily driven by the rising demand for digital tools that help users identify, manage, and optimize their unique curl patterns, coupled with technological advancements in AI-powered hair analysis and the increasing penetration of smartphones and digital platforms globally.




    The surge in demand for personalized hair care solutions stands as a pivotal growth factor for the Curl Pattern Coach App market. Consumers today are increasingly seeking tailored recommendations that address their specific hair types and concerns, particularly among those with textured or curly hair. The proliferation of social media and beauty influencers has further amplified awareness about the significance of understanding one’s unique curl pattern, leading to a higher willingness to invest in digital solutions that offer expert guidance. Moreover, the integration of artificial intelligence and machine learning in these apps has transformed the user experience, making hair analysis more accurate and recommendations more effective. This technological leap has not only enhanced user engagement but also fostered greater trust in digital hair care platforms, driving market expansion.




    Another significant driver is the growing partnership between app developers and hair care brands, salons, and professionals. These collaborations have enabled the integration of product recommendations, routine tracking, and community support features, making the apps more comprehensive and valuable to end-users. Furthermore, the emergence of subscription-based models has opened new revenue streams for developers, allowing for continuous innovation and feature updates. The freemium model, in particular, has proven effective in attracting a wide user base by offering essential features for free while monetizing advanced functionalities. As the beauty and personal care industry continues its digital transformation, the Curl Pattern Coach App market is poised to benefit from increased investments and a growing ecosystem of partners.




    The expansion of the Curl Pattern Coach App market is also being fueled by the rising adoption of mobile devices and improved internet connectivity worldwide. As smartphones become more affordable and accessible, a larger segment of the population can leverage these apps for personal grooming and self-care. This democratization of technology is particularly impactful in emerging markets, where traditional access to hair care experts may be limited. Additionally, the educational application of these apps, catering to both consumers and professionals, has broadened their appeal, making them indispensable tools for learning about curl care techniques, product selection, and routine optimization. The convergence of convenience, education, and community engagement within these platforms is expected to sustain long-term market growth.




    Regionally, North America dominates the Curl Pattern Coach App market, accounting for the largest share in 2024, driven by high smartphone penetration, a tech-savvy population, and a strong presence of beauty and wellness industries. Europe follows closely, benefiting from similar trends and a growing emphasis on individualized beauty solutions. The Asia Pacific region is emerging as a high-growth market, supported by an expanding middle class, increasing beauty consciousness, and rapid digitalization. Latin America and the Middle East & Africa, while currently representing smaller shares, are expected to witness accelerated growth due to rising internet access and a burgeoning youth population. The global spread of digital literacy and evolving consumer preferences is set to further diversify the market landscape in the coming years.




    &

  17. o

    Curl Drive Cross Street Data in Corona Del Mar, CA

    • ownerly.com
    Updated Dec 6, 2021
    + more versions
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    Ownerly (2021). Curl Drive Cross Street Data in Corona Del Mar, CA [Dataset]. https://www.ownerly.com/ca/corona-del-mar/curl-dr-home-details
    Explore at:
    Dataset updated
    Dec 6, 2021
    Dataset authored and provided by
    Ownerly
    Area covered
    Corona Del Mar, Curl Drive, California
    Description

    This dataset provides information about the number of properties, residents, and average property values for Curl Drive cross streets in Corona Del Mar, CA.

  18. w

    Dataset of book subjects by James Curl

    • workwithdata.com
    Updated Nov 7, 2024
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    Work With Data (2024). Dataset of book subjects by James Curl [Dataset]. https://www.workwithdata.com/datasets/book-subjects?f=1&fcol0=j0-author&fop0=%3D&fval0=James+Curl&j=1&j0=books
    Explore at:
    Dataset updated
    Nov 7, 2024
    Dataset authored and provided by
    Work With Data
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    This dataset is about book subjects. It has 2 rows and is filtered where the authors is James Curl. It features 10 columns including number of authors, number of books, earliest publication date, and latest publication date.

  19. a

    Sales trend data for Curl Curl 2096, based on NSW Valuer General analysed by...

    • areasearch.com.au
    csv
    Updated Apr 13, 2024
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    AreaSearch (2024). Sales trend data for Curl Curl 2096, based on NSW Valuer General analysed by AreaSearch [Dataset]. https://areasearch.com.au/saletrends/Curl_Curl_2096
    Explore at:
    csvAvailable download formats
    Dataset updated
    Apr 13, 2024
    Dataset authored and provided by
    AreaSearch
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    Curl Curl
    Description

    This dataset contains annual sales trends history for Curl Curl, 2096 covering median prices, sales volumes, resales capital growth and more. Based on sales data from the NSW Valuer General analysed by AreaSearch.

  20. D

    Glycerin-free Curl Leave-in Market Research Report 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Sep 30, 2025
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    Dataintelo (2025). Glycerin-free Curl Leave-in Market Research Report 2033 [Dataset]. https://dataintelo.com/report/glycerin-free-curl-leave-in-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Sep 30, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Glycerin-Free Curl Leave-In Market Outlook



    According to the latest research, the global glycerin-free curl leave-in market size reached USD 1.21 billion in 2024, driven by increasing consumer demand for specialized hair care products that address specific hair needs without the use of glycerin. The market is expected to grow at a robust CAGR of 8.6% from 2025 to 2033, with the forecasted market size projected to reach USD 2.56 billion by 2033. This growth is primarily fueled by heightened awareness of ingredient sensitivity, the rise in curly and textured hair care trends, and the expanding influence of clean beauty movements globally.




    One of the primary growth factors for the glycerin-free curl leave-in market is the increasing consumer awareness regarding the adverse effects of glycerin on certain hair types, particularly in fluctuating humidity conditions. Many individuals with curly, coily, or kinky hair have discovered that glycerin can cause frizz, dryness, or unpredictable curl patterns, especially in regions with variable moisture levels. This has led to a growing preference for glycerin-free formulations, which promise better moisture retention and curl definition without the risk of unwanted side effects. As consumers become more ingredient-savvy, brands are responding by developing innovative leave-in products that cater to these concerns, further propelling market growth.




    Another significant driver is the surge in the global curly hair movement, which has empowered individuals to embrace their natural hair textures. Social media platforms, beauty influencers, and online communities have played a pivotal role in educating consumers about proper hair care routines and the importance of using products tailored to specific curl patterns. This cultural shift has led to a proliferation of products designed for wavy, curly, coily, and kinky hair, with a particular emphasis on glycerin-free options that address the unique challenges faced by these hair types. The demand for customization and personalization in hair care has encouraged brands to expand their product portfolios, resulting in a more diverse and inclusive market landscape.




    The clean beauty movement is also a crucial growth catalyst for the glycerin-free curl leave-in market. Consumers are increasingly scrutinizing ingredient lists and seeking products that are free from potentially harmful substances, including synthetic fragrances, parabens, sulfates, and glycerin. This shift toward transparency and safety has driven manufacturers to reformulate their products and highlight their glycerin-free credentials, which resonates strongly with health-conscious and environmentally aware consumers. As regulatory bodies and advocacy groups continue to promote safer cosmetic formulations, the adoption of glycerin-free leave-in products is expected to accelerate further.




    From a regional perspective, North America currently dominates the glycerin-free curl leave-in market, accounting for the largest share due to the region's high concentration of multicultural consumers and advanced retail infrastructure. Europe follows closely, with a growing number of consumers embracing natural hair care trends and clean beauty principles. The Asia Pacific region, while still emerging, is witnessing rapid growth driven by rising disposable incomes, urbanization, and increasing exposure to global beauty trends. Latin America and the Middle East & Africa are also showing promising potential, buoyed by the growing influence of Western beauty standards and the expansion of e-commerce platforms that make specialized hair care products more accessible.



    Product Type Analysis



    The glycerin-free curl leave-in market is segmented by product type into creams, sprays, lotions, gels, and others. Each category addresses unique consumer preferences and styling needs. Creams have gained significant traction among consumers seeking deep hydration and enhanced curl definition without the heaviness often associated with traditional leave-in products. Their rich, emollient texture makes them ideal for thicker hair types that require substantial moisture retention. Glycerin-free creams are particularly popular among individuals living in humid climates, where they help maintain curl integrity and reduce frizz throughout the day. Brands are investing in advanced formulations that leverage plant-based oils, butters, and humectants to deliver superior performance without relying on glycerin.<br /&

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Gym Exercise Correction (2024). Bicep Curl Dataset [Dataset]. https://universe.roboflow.com/gym-exercise-correction/bicep-curl

Bicep Curl Dataset

bicep-curl

bicep-curl-dataset

Explore at:
zipAvailable download formats
Dataset updated
Nov 15, 2024
Dataset authored and provided by
Gym Exercise Correction
License

Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
License information was derived automatically

Variables measured
Bicep_curls Bounding Boxes
Description

Bicep Curl

## Overview

Bicep Curl is a dataset for object detection tasks - it contains Bicep_curls annotations for 707 images.

## Getting Started

You can download this dataset for use within your own projects, or fork it into a workspace on Roboflow to create your own model.

  ## License

  This dataset is available under the [CC BY 4.0 license](https://creativecommons.org/licenses/CC BY 4.0).
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