cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e127681v1
title: National Neighborhood Data Archive (NaNDA): Education and Training Services by Census Tract, United States, 2003-2017

description: This dataset contains measures of the number and per capita density of education and training services per United States census tract from 2003 through 2017. This includes traditional education establishments such as elementary schools, secondary schools, and colleges, as well as businesses offering specialized training such as art classes, driving instruction, computer training, and standardized test preparation.<br>
description: Education and training services in all census tracts in the United States, including Puerto Rico and the US Virgin Islands. Smallest Geographic Unit: census tract
DOI: 10.3886/e127682
title: National Neighborhood Data Archive (NaNDA): Education and Training Services by ZIP Code Tabulation Area, United States, 2003-2017

description: This dataset contains measures of the number and per capita density of education and training services per United States ZIP code tabulation area (ZCTA) from 2003 through 2017. This includes traditional education establishments such as elementary schools, secondary schools, and colleges, as well as businesses offering specialized training such as art classes, driving instruction, computer training, and standardized test preparation.
description: A ZIP code to ZCTA crosswalk must be used to combine this dataset with ZIP code geocoded data. Such a crosswalk is available on the UDS Mapper website at https://www.udsmapper.org/zcta-crosswalk.cfm. Sample code for merging the UDS Mapper crosswalk with NaNDA datasets is available on the NaNDA repository at https://www.openicpsr.org/openicpsr/project/120088/.
description: Education and training services in all ZIP code tabulation areas in the United States, including Puerto Rico and the US Virgin Islands. Smallest Geographic Unit: ZIP code tabulation area
DOI: 10.3886/e128282
title: National Neighborhood Data Archive (NaNDA): Post Offices and Banks by ZIP Code Tabulation Area, United States, 2003-2017

description: This dataset contains measures of the number and per capita density of post offices and banks per ZIP code tabulation area (ZCTA) in the United States from 2003 through 2017.
description: A ZIP code to ZCTA crosswalk must be used to combine this dataset with ZIP code geocoded data. Such a crosswalk is available on the UDS Mapper website at https://www.udsmapper.org/zcta-crosswalk.cfm. Sample code for merging the UDS Mapper crosswalk with NaNDA datasets is available on the NaNDA repository at https://www.openicpsr.org/openicpsr/project/120088/.
description: Banks and post offices in all ZIP code tabulation areas in the United States, including Puerto Rico and the US Virgin Islands. Smallest Geographic Unit: ZIP code tabulation area
DOI: 10.3886/e112423v1-71690
title: Replication data for: Remittances and Income Smoothing

description: Due to inadequate savings and binding borrowing constraints, income volatility can make households in developing countries particularly susceptible to economic hardship. We examine the role of remittances in either alleviating or increasing household income volatility using Mexican household level data over the 2000 through 2008 period. We correct for reverse causality and endogeneity and find that while income smoothing does not appear to be the main motive for sending remittances in a non-negligible share of households, remittances do indeed smooth household income on average. Other variables surrounding income volatility are also considered and evaluated.
DOI: 10.3886/e120505v1-71700
title: The “Anti-Vax” Movement: A Quantitative Report on Vaccine Beliefs and Knowledge across Social Media

description: This cross sectional research explored the relationship between the spread of information regarding vaccines and social media use. A sample of 2515 people over the age of 18 around the world completed the survey via a link found on Twitter, Facebook and Instagram. A series of questions on vaccine knowledge and beliefs were compounded to create an individual's "knowledge score" and a "belief score". Knowledge scores were ranked from low knowledge to high knowledge with increasing scores. Belief scores were ranked from belief in myths to disbelief in myths with higher scores. This score was then analysed, using a Welch test and post hoc testing when applicable, across demographics and questions relating to social media use. <br> <br>
description: All data analysis was conducted using IBM’s SPSS. Significance testing was performed using the Welch test. This test was chosen based on the negatively skewed data distribution with non-homogeneity of variances and sample sizes (Fagerland and Sandvik, 2009). The Welch test has historically been shown to better control Type 1 error for these parameters compared to other tests (Tomarken and Serlin, 1986). Post hoc analysis was completed with Games Howell due to its robustness and utility in non-normal distributions (Hilton and Armstrong, 2006).
description: Presence of Common Scales: The first half of the survey consisted of demographics and questions pertaining to use of social media and its relation to vaccine information. The latter half of the survey had six questions relating to vaccine knowledge and six questions relating to vaccine myths. The six vaccine knowledge questions were scored on a two point scale. Questions were scored by awarding two points for the answer of belief in the vaccine statement, one point for uncertainty, and zero points for the answer of disbelief in the statement. All questions were then totaled for a score on a 12 point scale. Higher values suggesting adequate vaccine knowledge and lower values suggesting inadequate vaccine knowledge. This score could then be appropriately analyzed. The six vaccine belief questions were scored on a two point scale. Two points were given for the answer choice “disbelief in the vaccine statement”, one point for uncertainty, and zero points for the answer of belief in the statement. All questions were then totaled for a score on a twelve-point scale. Higher values of disbelief in common myths, whereas lower values indicated a belief in common myths. This score could then be appropriately analyzed.
description: Snowball sampling of social media users was used. Snowball sampling was used to help perpetuate the survey through social media, where social media is the quality of referral. The study population was aimed at being as demographically diverse as possible among people who use social media.
DOI: 10.18112/openneuro.ds003392.v1.0.3
title: NeuroSpin hMT+ Localizer DATA (MEG aMRI)
DOI: 10.6084/m9.figshare.12594746
title: Code: A survey of the aerodynamic efficiency of gliding birds vs. modern UAVs

description: The codes used to create the figures in the article
DOI: 10.6084/m9.figshare.12594746.v1
title: Code: A survey of the aerodynamic efficiency of gliding birds vs. modern UAVs

description: The codes used to create the figures in the article
DOI: 10.6084/m9.figshare.12575855
title: Collected data: A survey of the aerodynamic efficiency of gliding birds vs. modern UAVs

description: This dataset contains the results of the literature survey that are plotted and examined within the paper. The final two columns include the original paper information.
DOI: 10.6084/m9.figshare.12575855.v2
title: Collected data: A survey of the aerodynamic efficiency of gliding birds vs. modern UAVs

description: This dataset contains the results of the literature survey that are plotted and examined within the paper. The final two columns include the original paper information.
DOI: 10.6084/m9.figshare.12575855.v1
title: Collected data: A survey of the aerodynamic efficiency of gliding birds vs. modern UAVs

description: This dataset contains the results of the literature survey that are plotted and examined within the paper. The final two columns include the original paper information.
DOI: 10.5281/zenodo.4310394
title: Coral abundance on the inshore Great Barrier Reef 1998-2013

description: <em>Study sites: </em>Coral assemblages were surveyed at two depths (shallow: 2-4 m; deep: 5-8 m) at each of four locations on the Great Barrier Reef off Townsville; Nelly Bay (S19.167°, E146.850°) and Geoffrey Bay (S19.155°, E146.861°) on Magnetic Island and Little Pioneer Bay (S18.594°, E146.485°) and southeast Pelorus (S18.560°, E146.500°) in the Palms Island group giving a total of eight sites. <em>Survey method</em>: Between six and nine surveys were conducted at each site between March 1998 and 2013. Between four to six replicate 15 m x 0.5 m belt transects were used at each site on each survey. The abundance of all hard and soft corals (i.e. <em>Scleractinia</em>, <em>Alcyonacea</em> and <em>Hydrocorallina</em>) with a maximum diameter greater than 5 cm within the belt transects was recorded. Coral were identified to genus following Veron (2000). We used colony abundance instead of the more commonly used metric of coral cover because it provides a better estimate of population level mortality.
description: {"references": ["Veron JEN (2000) Corals of the World. AIMS, Townsville"]}
DOI: 10.5281/zenodo.4310393
title: Coral abundance on the inshore Great Barrier Reef 1998-2013

description: <em>Study sites: </em>Coral assemblages were surveyed at two depths (shallow: 2-4 m; deep: 5-8 m) at each of four locations on the Great Barrier Reef off Townsville; Nelly Bay (S19.167°, E146.850°) and Geoffrey Bay (S19.155°, E146.861°) on Magnetic Island and Little Pioneer Bay (S18.594°, E146.485°) and southeast Pelorus (S18.560°, E146.500°) in the Palms Island group giving a total of eight sites. <em>Survey method</em>: Between six and nine surveys were conducted at each site between March 1998 and 2013. Between four to six replicate 15 m x 0.5 m belt transects were used at each site on each survey. The abundance of all hard and soft corals (i.e. <em>Scleractinia</em>, <em>Alcyonacea</em> and <em>Hydrocorallina</em>) with a maximum diameter greater than 5 cm within the belt transects was recorded. Coral were identified to genus following Veron (2000). We used colony abundance instead of the more commonly used metric of coral cover because it provides a better estimate of population level mortality.
description: {"references": ["Veron JEN (2000) Corals of the World. AIMS, Townsville"]}
DOI: 10.18112/openneuro.ds002345.v1.1.3
title: Narratives
DOI: 10.6084/m9.figshare.13338794
title: File 3. Mega-alignment data file.

description: The file presents the sequences that were concatenated into the mega-alignment.
DOI: 10.6084/m9.figshare.13338794.v1
title: File 3. Mega-alignment data file.

description: The file presents the sequences that were concatenated into the mega-alignment.
DOI: 10.21227/qvkh-j368
title: Apache Web Server - Access Log Pre-processing for Web Intrusion Detection

description: This dataset is apache access log server. It contains: ip address, datetime, gmt, request, status, size, user agent, country, label. The dataset show malicious activity in IP address, request, and so on. You can analyze more as intrusion detection parameter.
DOI: 10.6084/m9.figshare.13345241
title: Farmer Pilot Training Data 2014.xlsx

description: This dataset captures the impact of using a seasonal timeline as a learning tool, changes in pesticide selection to avoid exposure during restricted re-entry intervals and communication with others on pesticide risk reduction.
DOI: 10.6084/m9.figshare.13345241.v1
title: Farmer Pilot Training Data 2014.xlsx

description: This dataset captures the impact of using a seasonal timeline as a learning tool, changes in pesticide selection to avoid exposure during restricted re-entry intervals and communication with others on pesticide risk reduction.
DOI: 10.6084/m9.figshare.13345304.v1
title: Farmer Field School Survey 2015

description: Follow-up survey data after a pesticide risk reduction farmer field school in Diender, Senegal in 2015. Data include changes in pesticide selection, changes in risk mitigation practices, and communication with others on pesticide risk reduction.
DOI: 10.6084/m9.figshare.13345304
title: Farmer Field School Survey 2015

description: Follow-up survey data after a pesticide risk reduction farmer field school in Diender, Senegal in 2015. Data include changes in pesticide selection, changes in risk mitigation practices, and communication with others on pesticide risk reduction.
DOI: 10.6084/m9.figshare.12885524.v1
title: Mass-Spec raw data

description: Mass-Spec of His-JAK2 IP
DOI: 10.6084/m9.figshare.12885524.v2
title: Mass-Spec raw data

description: Mass-Spec of His-JAK2 IP
DOI: 10.6084/m9.figshare.13345313
title: 04-08-2019 Instron

description: Pessary folding mechanical testing data from Instron device
DOI: 10.6084/m9.figshare.13340666
title: SupplTable1_GastrocnemiiShapeChange.docx

description: Supplementary Data Table on muscle architecture and shape changes in the gastrocnemii of younger and older adults.
DOI: 10.6084/m9.figshare.13340666.v1
title: SupplTable1_GastrocnemiiShapeChange.docx

description: Supplementary Data Table on muscle architecture and shape changes in the gastrocnemii of younger and older adults.
DOI: 10.5281/zenodo.4310404
title: MergingMethodofStructuredGeographicObjects

description: The name of the program:<br> MergingMethodofStructuredGeographicObjects The title of the manuscript:<br> An Area Merging Method in Map Generalization Considering Typical Characteristics of Structured Geographic Objects The detailed information of the experimental data is as follows:<br> 1. The data are national geographic census data of a city in China, covering an area of 699.38 km2, containing 30,903 land-ues patches, which describe the surface coverage in detail, its scale is 1:10000.<br> 2. The geographical coordinates of the data are 34° 44' ~ 35° 1' N, and 114° 44' ~ 115°10' E.<br> 3. We are happy to help the researchers who are interested in to use them. If you have any questions about the data, please feel free to contact with us at any time.<br>
DOI: 10.5281/zenodo.4310434
title: MergingMethodofStructuredGeographicObjects

description: The name of the program:<br> MergingMethodofStructuredGeographicObjects The title of the manuscript:<br> An Area Merging Method in Map Generalization Considering Typical Characteristics of Structured Geographic Objects The detailed information of the experimental data is as follows:<br> 1. The data are national geographic census data of a city in China, covering an area of 699.38 km2, containing 30,903 land-ues patches, which describe the surface coverage in detail, its scale is 1:10000.<br> 2. The geographical coordinates of the data are 34° 44' ~ 35° 1' N, and 114° 44' ~ 115°10' E.<br> 3. We are happy to help the researchers who are interested in to use them. If you have any questions about the data, please feel free to contact with us at any time.<br>
DOI: 10.5281/zenodo.4310403
title: MergingMethodofStructuredGeographicObjects

description: The name of the program:<br> MergingMethodofStructuredGeographicObjects The title of the manuscript:<br> An Area Merging Method in Map Generalization Considering Typical Characteristics of Structured Geographic Objects The detailed information of the experimental data is as follows:<br> 1. The data are national geographic census data of a city in China, covering an area of 699.38 km2, containing 30,903 land-ues patches, which describe the surface coverage in detail, its scale is 1:10000.<br> 2. The geographical coordinates of the data are 34° 44' ~ 35° 1' N, and 114° 44' ~ 115°10' E.<br> 3. We are happy to help the researchers who are interested in to use them. If you have any questions about the data, please feel free to contact with us at any time.<br>
DOI: 10.6084/m9.figshare.11438502
title: Datasets and software

description: <b>Paper title: </b>Understanding the modifiable areal unit problem in dockless bike-sharing usage and exploring the interactive effects of built environment factors<b>Journal:</b> <i>International Journal of Geographical Information Science</i><b>Abstract:</b>Understanding the influence mechanisms of dockless bike sharing usage is essential for land use planning and bike scheduling strategy implementation. Although various studies have been carried out to explore the impact of built environment (BE) factors on bike sharing usage, few studies have examined the modifiable areal unit problem (MAUP). Moreover, previous studies mainly focused on the separate effect of each factor but neglected the interactions between these factors. Taking Shenzhen, China as the case, this study fills these two gaps by employing the geographical detector method to examine the MAUP in dockless bike-sharing usage as well as the interactive effects of BE factors. The results revealed that the influences of most BE variables are sensitive to the spatial areal units, which have informed urban planners what built environment factors should be paid more attention to at certain spatial scales. Additionally, through the comparisons between single effect and interactive effect, this study revealed some interesting findings that can provide scientific basis for temporal rebalance strategy for the innovative and high-density metropolis in China.<b>Acknowledgments:</b>This study was supported by Guangzhou Science and technology project (Grant No. 201904010198), the National Natural Science Foundation of China (Grant No. 41871290, 41401432), Key Special Project for Introduced Talents Team of Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou)(GML2019ZD0301).
DOI: 10.6084/m9.figshare.13345313.v1
title: 04-08-2019 Instron

description: Pessary folding mechanical testing data from Instron device
DOI: 10.6084/m9.figshare.13345328
title: Stewart Island geochronology New Zealand

description: Supplementary Table 1 - LA-ICP-MS zircon U-Pb data for Tin Range Granodiorite and Pegasus Group Schist;<br>Supplementary Table 2 - TIMS zircon and monazite U-Pb data;Supplementary Table 3 - Xenotime and monazite U-Pb dating.<br>This information accompanies the paper by Lilley et al. (2021, New Zealand Journal of Geology)
DOI: 10.6084/m9.figshare.13325708
title: abc

description: data
DOI: 10.6084/m9.figshare.13325708.v3
title: abc

description: data
DOI: 10.6084/m9.figshare.13325708.v2
title: Tables S1-S3: Geochemical and geochronological data of the Paleoproterozoic ophiolitic rocks in the northern Yangtze Craton, South China.

description: Data were used in the submitted manuscript: Paleoproterozoic Ophiolitic Mélanges in the northern Yangtze Craton: Implications for Accretionary-to-collisional Orogenesis and Supercontinent Assembly<br>
DOI: 10.6084/m9.figshare.12830852
title: Intellectual disability-associated gain-of-function mutations in CERT1 that encodes the ceramide transport protein CERT

description: The original uncropped and unadjusted images underlying all blot are shown in S5 Fig of PLoS One article entitled as "Intellectual disability-associated gain-of-function mutations in CERT1 that encodes the ceramide transport protein CERT". Other unprocessed images and raw data obtained in this study are deposited in this figshare site. <br>
DOI: 10.6084/m9.figshare.12830852.v1
title: Intellectual disability-associated gain-of-function mutations in CERT1 that encodes the ceramide transport protein CERT

description: The original uncropped and unadjusted images underlying all blot are shown in S5 Fig of PLoS One article entitled as "Intellectual disability-associated gain-of-function mutations in CERT1 that encodes the ceramide transport protein CERT". Other unprocessed images and raw data obtained in this study are deposited in this figshare site. <br>
DOI: 10.5281/zenodo.4310465
title: A Symmetrical Double-Loop H-field Probe with Floating Shield for Improving Sensitivity and Electric Field Suppression

description: Related data in the paper
DOI: 10.5281/zenodo.4310464
title: A Symmetrical Double-Loop H-field Probe with Floating Shield for Improving Sensitivity and Electric Field Suppression

description: Related data in the paper
DOI: 10.6084/m9.figshare.13345358
title: THIN LAYER CHROMATOGRAPHIC ANALYSIS OF STABILITY OF CURCUMIN AND CURCUMIN IN TURMERIC AFTER REFLUXING IN WATER AND USING DOUBLE MOBILE PHASE AFTER HEATING IN EDIBLE OILS

description: Turmeric is a popular curry spice widely used in cooking ethnic foods around the world. The active ingredient of turmeric is curcumin which has strong antioxidant and anti-inflammatory properties. These properties make curcumin a candidate for therapeutic investigations for many diseases including cancer and Alzheimer’s. The objective of this study is to study the effect of heat on reference curcumin and curcumin in turmeric in both water and edible oil, as well as isolated curcumin in water. This investigation will help determine the stability of curcumin in turmeric in domestic cooking. Typically, curcumin dissolved in oil cannot be analyzed successfully using thin layer chromatography (TLC) due to interference from the oil. A new TLC method was developed using two different mobile phases: hexane followed by a mixture of dichloromethane (98.5%) and methanol (1.5%). The TLC plates were then scanned with a standard desktop scanner and used for quantification via Quantity One 1-D analysis software (Bio-Rad Laboratories). It was found that when refluxed in water, reference curcumin and isolated curcumin were fairly stable, but curcumin in turmeric degraded by as much as 47% in 60 minutes. It was also found that at increasing temperatures from ambient temperature to 2500C, by 2500C, reference curcumin dissolved in oil had degraded by 25%, but curcumin in turmeric had degraded by 70%. Finally, it was found that when samples dissolved in oil were held at a maintained temperature for 60 minutes, all samples remained relatively stable until 2250C, at which point about 45% degradation was observed in both reference curcumin and curcumin in turmeric.
DOI: 10.6084/m9.figshare.13345358.v1
title: THIN LAYER CHROMATOGRAPHIC ANALYSIS OF STABILITY OF CURCUMIN AND CURCUMIN IN TURMERIC AFTER REFLUXING IN WATER AND USING DOUBLE MOBILE PHASE AFTER HEATING IN EDIBLE OILS

description: Journal Article
DOI: 10.6084/m9.figshare.13166522
title: [TP&D] KM & Tour - Analysis articles

description: Data from scientific works that analyze the relationship between tourism and knowledge management.
DOI: 10.6084/m9.figshare.13166522.v1
title: [TP&D] KM & Tour - Analysis articles

description: Data from scientific works that analyze the relationship between tourism and knowledge management.
DOI: 10.6084/m9.figshare.10257704
title: Megaplasmid Acquisition Influences Nalidixic Acid Sensitivity

description: Supplemental Figure 1 for the manuscript entitled "Genomic Background Governs Opposing Responses to Nalidixic Acid Upon Megaplasmid Acquisition in Pseudomonas"<br><br>
DOI: 10.5519/qd.xhdxvhwm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1169 records)
DOI: 10.6084/m9.figshare.13345403
title: Test

description: txt are for data,*.m are for plotting
DOI: 10.6084/m9.figshare.13345403.v1
title: Test

description: txt are for data,*.m are for plotting
DOI: 10.5281/zenodo.4310499
title: Long read proteogenomics codeathon

description: Datasets for the CSHL LRP Codeathon team