cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vdkg52mvkg.1
title: Gowrishankar et al., Cell2024

description: Raw data files for this manuscript.
DOI: 10.17632/m52c4h6fvn.1
title: worldwide city size

description: city size by country
DOI: 10.17632/4dnrwbxt8n.1
title: Bengali & Banglish: A Monolingual Dataset for Emotion Detection in Linguistically Diverse Contexts

description: This dataset, positioned at the intersection of Bengali and Banglish (an English-character variant of Bengali), is a valuable resource for emotion detection. It encompasses a total of 80,098 data entries, comprising both languages. The dataset is organized into six distinct emotional categories: anger (15,179), disgust (13,098), fear (7,565), joy (17,836), sadness (16,309), and surprise (10,107), aligning with Ekman's six basic emotions framework. Sourced from platforms such as EmoNoBa, UBMEC, MONOVAB, and comments from YouTube and Twitter posts, it offers a diverse and rich dataset for research and analysis. Moreover, given its bilingual nature, this data also holds relevance for neural machine translation tasks.
DOI: 10.17632/dzz4t5gp3j.1
title: Productions of IL-4 and IL-10 were enforced via the function of IL-2 from anti-CD3 antibody-stimulated mouse spleen cells treated with caffeic acid phenethyl ester

description: Figure 1. IL-2 productions from anti-CD3 antibody-stimulated spleen cells treated with CAPE or from untreated control cells.　
 Figure 2. IFN-γ mRNA expression and the productions from anti-CD3 antibody-stimulated spleen cells treated with CAPE.
 Figure 3. IL-4 mRNA expression and the productions from anti-CD3 antibody-stimulated spleen cells treated with CAPE. MRNA expression (A) and the protein productions (B) of IL-4 from untreated control cells are described.
 Figure 4. IL-10 mRNA expression and the productions from anti-CD3 antibody-stimulated spleen cells treated with CAPE. MRNA expression (A) and the protein productions (B) of IL-10 from untreated control cells are described in blue bars; and those from the cells treated with 11μM of CAPE are described in orange bars, respectively.
 Figure 5. Effects of IL-2 upon the expression and production of IL-4 in the stimulated spleen cells treated with CAPE. (A) MRNA expression of IL-4 from the stimulated spleen cells in the different culture conditions. Ordinate, Relative expression level of IL-4. (B) The production of IL-4 from the stimulated spleen cells in the different culture conditions for 96h. 
 Figure 6. Effects of IL-2 upon the expression and production of IL-10 in the stimulated spleen cells treated with CAPE. (A) MRNA expression of IL-10 from the stimulated spleen cells in the different culture conditions. Ordinate, Relative expression level of IL-10. (B) The production of IL-10 from the stimulated spleen cells in the different culture conditions for 96h. 
 Figure 7. Effects of CAPE upon the subsets of the stimulated spleen cells
The ratio (%) of CD4+ cells (A), DC8+ cells (B), and CD4-CD8- cells (C) among lympho-gated populations of the stimulated spleen cells after 96h in the different culture conditions.
DOI: 10.17632/khn2zv8jf8.1
title: Shotgun metagenomic dataset of root endophytic microbiome of citrus (Citrus nobilis L.)

description: The dataset presents raw read sequences of the endophytic microbiome of citrus (Citrus nobilis L.) roots established by shotgun metagenomics.
DOI: 10.17632/2j69swrgm8.1
title: Standalone Adaptive Smart Street Lighting Systems

description: All file needed to run the Standalone Adaptive Smart Street Lighting (SSASL) Systems
DOI: 10.17632/yzftwdnbrm.1
title: Dataset: Aakash Exploration Services Limited (AAKASH.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/v2gb2c3djw.1
title: Dataset: Aarey Drugs & Pharmaceuticals Limited (AAREYDRUGS.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/cynrsfsvg5.1
title: Dataset: Aaron Industries Limited (AARON.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/d643k8n9ft.1
title: Dataset: Aartech Solonics Limited (AARTECH.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/dzdnwnxyrv.1
title: Gene body methylation in Myxozoa

description: Oxford-Nanopore MinION sequencing, is a PCR-free method that retains epigenetic markers and provides direct quantitative information about DNA methylation. Using this long-read sequencing technology, we present complete and near-complete assemblies of five myxozoan genomes free from host DNA contamination. These genomes did not match any existing sequences in public databases, suggesting a need for updated sequence data for these elusive parasites. The quality of the assemblies surpassed that of existing assemblies, and methylation analysis indicated the presence of DNA methylation in the GC-rich regions within gene bodies. Enzymes related to DNA methylation were also identified in the genomes. Experimental and in silico analyses revealed variable methylation levels across genomes, suggesting a "transcription switch" mechanism regulating gene expression. Overall, this study highlights the importance of long-read sequencing methods to better understand epigenetic processes in parasites like myxozoans. The findings challenge existing paradigms and could inform new strategies to control myxozoan fish pathogens.
DOI: 10.17632/dzdnwnxyrv.2
title: Gene body methylation in Myxozoa

description: Oxford-Nanopore MinION sequencing, is a PCR-free method that retains epigenetic markers and provides direct quantitative information about DNA methylation. Using this long-read sequencing technology, we present complete and near-complete assemblies of five myxozoan genomes free from host DNA contamination. These genomes did not match any existing sequences in public databases, suggesting a need for updated sequence data for these elusive parasites. The quality of the assemblies surpassed that of existing assemblies, and methylation analysis indicated the presence of DNA methylation in the GC-rich regions within gene bodies. Enzymes related to DNA methylation were also identified in the genomes. Experimental and in silico analyses revealed variable methylation levels across genomes, suggesting a "transcription switch" mechanism regulating gene expression. Overall, this study highlights the importance of long-read sequencing methods to better understand epigenetic processes in parasites like myxozoans. The findings challenge existing paradigms and could inform new strategies to control myxozoan fish pathogens.
DOI: 10.17632/hkd3wbh9w4.1
title: Dataset: Aarti Industries Limited (AARTIIND.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/npvshb6mc7.1
title: Dataset: Aarti Pharmalabs Limited (AARTIPHARM.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/yhr5cwvs2b.1
title: Dataset: Aarti Surfactants Limited (AARTISURF.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/py44rf9ry5.1
title: Dataset: Aarvee Denims and Exports Ltd. (AARVEEDEN.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/y4m63bkw3x.1
title: Dataset: Aarvi Encon Limited (AARVI.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/pyjppr5m37.1
title: Dataset: Aavas Financiers Limited (AAVAS.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.15468/dl.fx5g7h
title: Occurrence Download

description: A dataset containing 1922 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Ammospermophilus harrisii (Audubon & Bachman, 1854)"
 ]
}

 The dataset includes 1922 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025302-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ptvs9ntzhp.1
title: Dataset: Aban Offshore Limited (ABAN.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/259bpc8672.1
title: Dataset: ABB India Limited (ABB.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/6dyv7ddxtw.1
title: Dataset: Aditya Birla Capital Limited (ABCAPITAL.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/cs3948mb33.1
title: Dataset: Aditya Birla Fashion and Retail Limited (ABFRL.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.17632/9fx2mb6t95.1
title: Dataset: ABM International Limited (ABMINTLLTD.NS) Stock Performance

description: This dataset provides historical stock market performance data for specific companies. It enables users to analyze and understand the past trends and fluctuations in stock prices over time. This information can be utilized for various purposes such as investment analysis, financial research, and market trend forecasting.
DOI: 10.15468/dl.awu7j7
title: Occurrence Download

description: A dataset containing 5400 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satyrium titus (Fabricius, 1793)"
 ]
}

 The dataset includes 5400 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025303-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25506286
title: Supplementaty information.docx

description: Discussion related to manuscript.
DOI: 10.6084/m9.figshare.25506286.v1
title: Supplementaty information.docx

description: Discussion related to manuscript.
DOI: 10.15468/dl.yuhzwx
title: Occurrence Download

description: A dataset containing 85935 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oithona similis Claus, 1866)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 85935 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025297-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ywf2329h8m.1
title: papaya

description: **Data Description:**

The dataset contains over 500 images of Carica papaya, categorized as either "good" or "bad". These images were captured using a Realme 11x Next Era smartphone camera, ensuring consistent image quality and resolution. Each image features a single Carica papaya fruit against a white background, with the data collection process conducted under natural daylight conditions for optimal illumination.

**Key Features:**

1. **Image Variation:** The dataset encompasses a diverse range of Carica papaya fruits, capturing variations in size, shape, color, ripeness, and overall condition. This variability is crucial for training robust classification models capable of accurately distinguishing between good and bad fruits.

2. **Annotation:** Each image in the dataset is annotated to indicate whether the Carica papaya fruit is categorized as "good" or "bad". These annotations provide ground truth labels for supervised learning algorithms, facilitating the development of accurate classification models.

3. **Consistent Background:** To ensure uniformity and minimize distractions, all images feature a white background. This consistent background simplifies preprocessing and enables the focus to remain solely on the visual attributes of the Carica papaya fruits.

4. **Daylight Conditions:** The data collection process was conducted under natural daylight conditions to ensure consistent illumination across all images. Natural light enhances the visibility of fruit features and minimizes lighting variations, contributing to the authenticity and quality of the dataset.

5. **High-Quality Images:** Images captured with the Realme 11x Next Era smartphone camera exhibit high resolution and clarity, enabling detailed analysis of fruit characteristics. The quality of the images facilitates precise feature extraction, essential for accurate classification.

6. **Large Dataset Size:** With over 500 images, the dataset provides a significant volume of data for model training and validation. A larger dataset enhances model generalization and reduces the risk of overfitting, leading to improved classification performance on unseen data.

**Potential Applications:**

1. **Automated Fruit Classification:** The dataset can be used to develop machine learning models capable of automatically classifying Carica papaya fruits as "good" or "bad" based on their visual characteristics. Such models can assist in quality assessment and sorting processes in agriculture or food industries.

2. **Fruit Quality Control:** By analyzing fruit condition through automated classification, farmers and producers can monitor the quality of Carica papaya fruits and detect potential defects or ripeness issues early. Timely interventions can then be implemented to optimize fruit yield and quality.
DOI: 10.15468/dl.2g2tdt
title: Occurrence Download

description: A dataset containing 10817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oithona plumifera Baird, 1843)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10817 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025304-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/ddy7jc4mvb.1
title: Grit, Emotions, and English learning Achievement

description: Used for the research of “Grit, Emotions, and English learning Achievement: Examining the Mediating Role of Foreign Language Enjoyment and Boredom in Exam-Oriented Education”
DOI: 10.17632/hskrty3hbc.1
title: College Students' Needs for Smart Classroom

description: A total of 195 questionnaires were gathered from students enrolled in the International Business School who participate in classes conducted in a smart classroom. The purpose of this endeavor was to examine their level of satisfaction. The research findings categorise the ultimate characteristics of college students' need for intelligent classroom environments.
DOI: 10.17632/gxb2rtd7kh.1
title: Adaptive vs Traditional Traffic Control Systems: A Vissim Simulation Study on Efficiency and Environmental Impact

description: The files in this database contain all the necessary data to recreate the results explained in the article "Adaptive vs Traditional Traffic Control Systems: A Vissim Simulation Study on Efficiency and Environmental Impact". The "Map of study location.jpg" contains a map of the talaimari intersection. The "Field data + Calculation.xlsx" file contains field data collected from the talaimari intersection and subsequently all signal time calculations, simulation results, & their visualization. At last "Vissim simulation-Talaimari.zip" includes the original simulation files used for this specific research.
DOI: 10.17632/b8dw3w868h.1
title: OpenWeather AQ Dataset

description: This data downloaded from Open Weather's website shows samples of the dataset used for training an AI model for AQ prediction in Newport
DOI: 10.17632/h9335fgsgr.1
title: Data Berita dan Opini Publik Indonesia di Youtube Tahun 2024

description: Data ini berisi 358.299 komentar publik yang diterbitkan dari 01 Januari 2024 hingga 18 Mei 2024 dari saluran YouTube Indonesia Lawyers Club yang terkenal. Data tersebut memiliki 15 properti berita yang mencakup URL video, judul, suka, tampilan, tanggal penerbitan, tagar, deskripsi, penulis komentar, waktu komentar, komentar, suka dalam komentar, penulis balasan, waktu balasan, balasan, dan suka dalam balasan. Untuk memastikan privasi, nama komentator dikodekan dalam data. Data ini terbuka untuk digunakan oleh para peneliti. Data ini dapat membantu para peneliti untuk mengidentifikasi pola-pola dalam opini publik dan menganalisis bagaimana opini publik berubah setiap waktunya.
DOI: 10.17632/m9s9nkzmpf.1
title: An IoT-Based Eidolon helvum Echolocation and Environmental Dataset

description: Bats occupy a strategic position in our ecosystem and as such, considered bio indicators. They represent more than 1,400 different species, or nearly 20% of all recognized mammal species worldwide. They possess extremely outstanding qualities such as flight, echolocation, extreme longevity, and unique immunity; they are known to be the only flying mammal. These mammals exist in many parts of the globe except in the cold regions; they play a significant role in pollinating flowers and dispersing seeds, they are highly useful in reforestation. Insight into the life of these mammals can help ensure protection, restoration, and promotion of sustainable use of terrestrial ecosystem and biodiversity as it relates to sustainable development goal (SDG) 15.
With Artificial intelligence (AI) playing important roles in curation of data on movement patterns, wildlife observations, monitoring ecological population and as well, understanding behaviours, this research dataset is aimed at understanding several activities of the Eidolon helvum
fruit bats as it relates the effect their choice of roosting location has on soil nutrient; the state of health of the trees they roost on, and the implication of various sound signal they make in different situations and at different times of the day (echolocation).

The dataset contains parameters such as Temperature, Humidity, Light Intensity and Time of Flight. These parameters are meant for mapping the correlation between the fruit bats' behavioural pattern and their environment or where they are located.
DOI: 10.17632/8dnbrx3s6h.1
title: Thermoblocks for Loop-Mediated Isothermal Amplification

description: Files required to reproduce the LAMP device
DOI: 10.17632/8rmhttf385.1
title: FinTech Index

description: Comprehensive data on the financial technology (FinTech) innovation practices implemented by publicly traded banks in Jordan
DOI: 10.17632/8rmhttf385.2
title: FinTech Index

description: Comprehensive data on the financial technology (FinTech) innovation practices implemented by publicly traded banks in Jordan
DOI: 10.15468/dl.fugut5
title: Occurrence Download

description: A dataset containing 8494 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Oithona setigera (Dana, 1849))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8494 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025305-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.