cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3722449
title: Dataset for "The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub"

description: Supplementary data to "The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub" accepted for publication at MSR 2020. The data included in this package were used to conduct analyses to characterize the AI & ML software development community hosted on GitHub. Please read the paper for a full understanding of what data was collected and how it was used. Questions and comments can be directed to Danielle Gonzalez dng2551@rit.edu
DOI: 10.5281/zenodo.3722450
title: Dataset for "The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub"

description: Supplementary data to "The State of the ML-universe: 10 Years of Artificial Intelligence & Machine Learning Software Development on GitHub" accepted for publication at MSR 2020. The data included in this package were used to conduct analyses to characterize the AI & ML software development community hosted on GitHub. Please read the paper for a full understanding of what data was collected and how it was used. Questions and comments can be directed to Danielle Gonzalez dng2551@rit.edu
DOI: 10.6084/m9.figshare.3761562.v1427
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.25345/c5bx19
title: MassIVE MSV000085128 - GNPS_GC_Derivatized human blood serum spiked with standards of FAMEs and hydrocarbons
title: Post-thawing, human serum samples (30 uL) were sequentially extracted using solvent extraction, once with 1 mL of acetonitrile: isopropanol: water (3:3:2, v/v) ratio , followed by another extraction with 500 uL of acetonitrile: water (1:1, v/v) ratio mixture at 4 C. Adonitol (Cat. No. A5502-5G, Sigma-Aldrich; 5 uL from a 10 mg/ml stock), an internal standard was added to all samples prior to solvent extraction. The pooled extracts (~ 1500 uL) resulting from the two steps were dried in vacuo at 4 C prior to chemical derivatization. Dummy extractions were performed in blank tubes that served as extraction blanks for background subtraction of noise resulting from extraction solvents, derivatization reagents, unwanted sources, and other sources of contamination from the analytical platform, i.e., septa, liner, column, vials, handling etc. All samples (i.e., except FAMEs and n-alkanes) were sequentially derivatized with methoxyamine hydrochloride (MeOX) and 1% TMCS in N-methyl-N-trimethylsilyl-trifluoroacetamide (MSTFA).
DOI: 10.3886/e118364v1
title: Data and code for: "The Employment Effects of Immigration: Evidence from the Mass Arrival of German Expellees in Post-war Germany"

description: Data and code to replicate:<br><br>Braun Sebastian and Toman Omar Mahmoud (2014). The Employment Effects of Immigration: Evidence from the Mass Arrival of German Expellees in Post-war Germany. The Journal of Economic History 74 (1): 69-108.<br><br>Abstract:<br><br>This paper studies the employment effects of one of the largest forced population movements in history, the influx of millions of German expellees to West Germany after World War II. This episode of forced mass migration provides a unique setting to study the causal effects of immigration. Expellees were not selected on the basis of skills or labor market prospects and, as ethnic Germans, were close substitutes to native West Germans. Expellee inflows substantially reduced native employment. The displacement effect was, however, highly non-linear and limited to labor market segments with very high inflow rates.<br>
DOI: 10.3886/e118364
title: Data and code for: "The Employment Effects of Immigration: Evidence from the Mass Arrival of German Expellees in Post-war Germany"

description: Data and code to replicate:<br><br>Braun Sebastian and Toman Omar Mahmoud (2014). The Employment Effects of Immigration: Evidence from the Mass Arrival of German Expellees in Post-war Germany. The Journal of Economic History 74 (1): 69-108.<br><br>Abstract:<br><br>This paper studies the employment effects of one of the largest forced population movements in history, the influx of millions of German expellees to West Germany after World War II. This episode of forced mass migration provides a unique setting to study the causal effects of immigration. Expellees were not selected on the basis of skills or labor market prospects and, as ethnic Germans, were close substitutes to native West Germans. Expellee inflows substantially reduced native employment. The displacement effect was, however, highly non-linear and limited to labor market segments with very high inflow rates.<br>
DOI: 10.25345/c53d77
title: MassIVE MSV000085130 - Identification of differentially expressed proteins between fused and open sutures in sagittal nonsyndromic craniosynostosis during suture development by quantitative proteomic analysis
title: Craniosynostosis (CS) is a common birth defect due to the premature fusion of one or more cranial sutures. It manifests with abnormal skull shape and is associated with significant morbidities such as increased intracranial pressure, vision problems, and learning disabilities. Nonsyndromic craniosynostosis (NCS) occurs without any other associated birth defects and/or developmental delays and accounts for approximately 75% of all cases. Synostosis of the sagittal suture is the most common NCS subtype, accounting for 45-58% of all cases. Currently, surgical treatment is the only option to reshape the skull and allow for proper cranial growth. This surgical treatment is extensive and performed during the first year of life. Only one other study has examined the proteomic profile of cranial suture tissue derived from NCS patients. In order to understand how different proteins play a role in premature suture fusion and to potentially identify proteins that can serve as diagnostic and prognostic biomarkers for NCS, we identified biologically relevant differentially expressed proteins in NCS-derived tissues representing different stages in suture development.
DOI: 10.5281/zenodo.3720293
title: National Severe Storms Laboratory Mobile Mesonet data files from Lapse-Rate

description: This dataset includes files from the National Severe Storms Laboratory mobile mesonets operated during the LAPSE-RATE field campaign. Daily files from each operation day are uploaded, along with a readme file explaining the format and processing. Version 2 Notes: The original version of this upload contained files with incorrect QC flags. While the core data is correct, the QC flags can be useful for determining specific areas of interest or problems. After identifying this issue, the files were reprocessed to include the correct QC flags and were uploaded to the archive as Version 2. Any questions should be directed to sean.waugh@noaa.gov.
DOI: 10.5281/zenodo.3720294
title: National Severe Storms Laboratory Mobile Mesonet data files from Lapse-Rate

description: This dataset includes files from the National Severe Storms Laboratory mobile mesonets operated during the LAPSE-RATE field campaign. Daily files from each operation day are uploaded, along with a readme file explaining the format and processing.
DOI: 10.21223/p3/w2m5kj/j6hgbx
title: Database_fertility.tab

description: :unav
DOI: 10.21223/p3/w2m5kj/ookzx3
title: Data_dictionary.xls

description: :unav
DOI: 10.5281/zenodo.3722649
title: Reversing salmon-PDO: Data and code for analyzing changing salmon-PDO and climate-PDO relationships in the Gulf of Alaska

description: This release contains all data and code to reproduce the results in the submitted manuscript.
DOI: 10.7910/dvn/2pfg2g/izwuej
title: Introduction to KNIME v2.pdf

description: :unav
DOI: 10.21223/p3/jjtlcr/bhmmdb
title: Data_dictionary.xls

description: :unav
DOI: 10.21223/p3/jjtlcr/e7q8dq
title: Database_carbon.tab

description: :unav
DOI: 10.11577/1605552
title: XFEL structures of the influenza M2 proton channel: Room temperature water networks and insights into proton conduction

description: Room temperature structure of the Influenza A M2 channel wild type transmembrane domain at intermediate pH (pH 6.5)
DOI: 10.13139/ornlnccs/1605561
title: Granite Weathering Ms.

description: (U)SANS, MÃ¶ssbauer and XRD data
DOI: 10.21223/p3/jjdm3w/bzddpm
title: Prebreeding hybrid clones resistant to PVY and PLRV.xls

description: :unav
DOI: 10.21223/p3/jjdm3w/oymukz
title: Prebreeding hybrid clones to PVY and PLRV resistant_Data.xls

description: :unav
DOI: 10.21223/p3/jjdm3w/p4meid
title: Data_Dictionary.xls

description: :unav
DOI: 10.25345/c5zm4x
title: MassIVE MSV000085131 - Spatial Tumor Proteome Profiling by Immunohistochemistry-Based Laser Capture Microdissection and Data-Independent Proteomics
title: We designed an immunohistochemistry (IHC)-based workflow for cell type-resolved proteome analysis of tissue samples. Firstly, targeted cell type was marked by IHC using antibody targeting cell-type specific marker to improve accuracy and efficiency of LCM. Secondly, to increase protein recovery from chemically crosslinked IHC tissues, we optimized a decrosslinking procedure to seamlessly combine with the integrated spintip-based sample preparation technology SISPROT. This newly developed approach, termed IHC-SISPROT, has comparable performance as H&E staining-based proteomic analysis.
DOI: 10.21223/p3/jjdm3w/amncoi
title: Prebreeding hybrid clones resistant to PVY and PLRV.xls

description: :unav
DOI: 10.21223/p3/jjdm3w/fj4yng
title: Data_Dictionary.xls

description: :unav
DOI: 10.5281/zenodo.3721663
title: Restart file for GEO4962 - 2020: The general circulation of the Atmopshere

description: Restart file for year 14 so that students can continue running. --res f19_g17 --compset F2000climo
DOI: 10.21227/6rbp-2k72
title: Corona Virus (COVID-19) Tweets Dataset

description: Tweets Counter: 2,475,980This dataset includes CSV files which contain the tweet IDs. The tweets have been collected by the LSTM model deployed here at sentiment.live. The model monitors the real-time Twitter feed for corona virus-related tweets. As per the Twitter Developer Policy, it is not possible for me to provide information other than the Tweet IDs (this dataset has been completely re-designed on March 20, 2020, to comply with data sharing policies set by Twitter). Note: This dataset should be solely used for non-commercial research purpose.Schema of the CSV files: First column: tweet ID, Second column: Sentiment score for the particular tweet.Files details:corona_tweets_01.csv: 831,327 tweets (March 20, 2020 1:37:15.711 AM GMT+05:45 to March 20, 2020 10:28:19.305 AM GMT+05:45)corona_tweets_02.csv: 870,924 tweets (March 20, 2020 10:31:07.044 AM GMT+05:45 to March 20, 2020 9:43:47.869 PM GMT+05:45)corona_tweets_03.csv: 773,729 tweets (March 20, 2020 9:49:26.736 PM GMT+05:45 to March 21, 2020 9:25:05.488 AM GMT+05:45)To make it easy for the NLP researchers to get access to the sentiment analysis of each collected tweet, the sentiment score out of TextBlob [1] has been appended as the second column. New databases will be added to this dataset every day. Bookmark this page for further updates. [1] https://textblob.readthedocs.io/en/dev/
DOI: 10.21223/p3/ikxpr1/kz3na7
title: Supporting dataset PNAS article 07-09796.xls

description: :unav
DOI: 10.21223/p3/ikxpr1/9zrm2e
title: DataDictionary.xls

description: :unav
DOI: 10.21223/p3/ikxpr1/zp5pgw
title: Material_list.xls

description: :unav
DOI: 10.21227/vq56-af79
title: Variation of CPU Temperature with flight in a Multifunctional drone

description: Abstract— nowadays automation and use of advanced robotic equipment is increasingly becoming important whether it be in form of a robotic arm as an industrial robot, some equipment to perform a surgery or perform a non invasive diagnostics to simple household helpers. One of the most important robotic equipments for a wide range of uses is drones. Drones are though, commercially available, are very expensive and are not affordable by many, and once acquired, the user will operate the vehicle according to the syntax and semantics of the pre programmed drone. Means, Drone is not meant for programming it again and designing it for the uses of our own task nature in our own work envelope. We attempt to make a programmable drone, to which separate algorithms can be applied and the drone can be adapted to separate work envelopes. We will use a raspberry pi to program, the drone, and attach sensors to enhance some capabilities of the drone. The processor temperature is then analyzed by running the drone in a defined work envelope, and the processor cooling is then analyzed by looking at some cooling solutions.
DOI: 10.21227/ws9t-p671
title: Variation of CPU Temperature with flight in a Multifunctional drone

description: Abstract— nowadays automation and use of advanced robotic equipment is increasingly becoming important whether it be in form of a robotic arm as an industrial robot, some equipment to perform a surgery or perform a non invasive diagnostics to simple household helpers. One of the most important robotic equipments for a wide range of uses is drones. Drones are though, commercially available, are very expensive and are not affordable by many, and once acquired, the user will operate the vehicle according to the syntax and semantics of the pre programmed drone. Means, Drone is not meant for programming it again and designing it for the uses of our own task nature in our own work envelope. We attempt to make a programmable drone, to which separate algorithms can be applied and the drone can be adapted to separate work envelopes. We will use a raspberry pi to program, the drone, and attach sensors to enhance some capabilities of the drone. The processor temperature is then analyzed by running the drone in a defined work envelope, and the processor cooling is then analyzed by looking at some cooling solutions.
DOI: 10.21223/p3/uvwvla/5de0nl
title: Data_dictionary.xls

description: :unav
DOI: 10.21223/p3/uvwvla/au1xcd
title: Images.rar

description: :unav
DOI: 10.21223/p3/uvwvla/ndlaio
title: Image_description.xls

description: :unav
DOI: 10.21223/p3/mdnli6/ah1j1w
title: STC_Survey_2017_Febrero09-2018.accdb

description: :unav
DOI: 10.21223/p3/mdnli6/zf1goe
title: Data_dictionary_STC_Survey.xls

description: :unav
DOI: 10.21223/p3/jjjqv0/89luqt
title: PTLate_blight062016_HOLE.tab

description: :unav
DOI: 10.21223/p3/jjjqv0/ccmpxn
title: PTLate_Blight032016_KUNMING.tab

description: :unav
DOI: 10.21223/p3/jjjqv0/uaxdps
title: PTLate_blight062017_HOLE.tab

description: :unav
DOI: 10.21223/p3/jjjqv0/vslmqa
title: PTLate_Blight042015_KUNMING.tab

description: :unav
DOI: 10.18739/a2sj19r37
title: Chemical measurements in the Arctic Circle Traverse 2011 (ACT11) ice cores

description: Net snow accumulation is the largest single component and the sole input to the Greenland ice sheet mass budget. To map spatial and temporal changes in high net snow accumulation regions of the southeast Greenland ice sheet during the past 5 decades, two surface traverses were undertaken in 2010 and 2011. The NSF-funded traverses were called Arctic Circle Traverse (ACT)10 and ACT11 and included detailed measurements of surface elevation and ice penetrating. A small array of shallow ice cores was collected and analyzed using the continuous analytical system at the Desert Research Institute. The measurements primarily were intended to allow for accurate dating of annual layers and so to determine past net annual snow accumulation, as well as age scales for the radar surveys.
DOI: 10.21223/p3/mrvpbj/caqeaf
title: PTBulking062016_CIPHQ.tab

description: :unav
DOI: 10.21223/p3/mrvpbj/kmqdbv
title: PTBulking042016_GANSU.tab

description: :unav
DOI: 10.21223/p3/mrvpbj/ol4tzm
title: PTBulking092017_CIPHQ.tab

description: :unav
DOI: 10.21223/p3/mrvpbj/t0brhk
title: PTBulking012016_HOLE.tab

description: :unav
DOI: 10.21223/p3/mrvpbj/xuogbr
title: PTBulking052016_HEILONGJIANG.tab

description: :unav
DOI: 10.21223/p3/mrvpbj/zhhq4m
title: PTBulking042016_KUNMING.tab

description: :unav
DOI: 10.21223/p3/8j2alv/jwtwce
title: PlotDataSet_Huancavelica.xls

description: :unav
DOI: 10.21223/p3/8j2alv/vdgzds
title: Household_Dataset_Huancavelica_2017.xls

description: :unav
DOI: 10.21223/p3/8j2alv/4gahy6
title: CommunityBoundaries_Huancavelica_Pumaranra.rar

description: :unav
DOI: 10.21223/p3/8j2alv/5minjx
title: PotatoLandraces_DataSet_Huancavelica.xls

description: :unav
DOI: 10.21223/p3/8j2alv/ci0wdi
title: Plots_Huancavelica.xls

description: :unav
DOI: 10.21223/p3/8j2alv/dtrbjj
title: CommunityBoundaries_Huancavelica_Castillapata.rar

description: :unav
DOI: 10.21223/p3/8j2alv/g6saly
title: Protocol_Spanish.pdf

description: :unav
DOI: 10.21223/p3/8j2alv/ojyefq
title: Plots_Huancavelica.rar

description: :unav
DOI: 10.21223/p3/8j2alv/uztfll
title: Plot_Survey.pdf

description: :unav
DOI: 10.15468/dnobkl
title: First records of Pipunculidae (Diptera) from French Guiana, with the description of a new species

description: This dataset contains the digitized treatments in Plazi based on the original journal article Marques, Dayse W. A., Rafael, José A., Pollet, Marc (2019): First records of Pipunculidae (Diptera) from French Guiana, with the description of a new species. Zoosystema 41 (13): 249-258, DOI: 10.5252/zoosystema2019v41a13
DOI: 10.21223/p3/8j2alv/1ahyqn
title: GeographicDistributionVarieties_Huancavelica.xls

description: :unav
DOI: 10.21223/p3/8j2alv/3g30d1
title: CommunityBoundaries_Huancavelica_Huachhua.rar

description: :unav
DOI: 10.21223/p3/8j2alv/gnblfw
title: FrecuencyOfVarietiesByArea_Huancavelica.xls

description: :unav
DOI: 10.21223/p3/8j2alv/gsplfz
title: MappingPlots_template.pdf

description: :unav
DOI: 10.21223/p3/8j2alv/n7dfwz
title: Family_Survey.pdf

description: :unav
DOI: 10.5281/zenodo.3722517
title: Aligned DNA sequence matrix for phylogenetic analyses in the article "Description and phylogenetic relationships of a new trans-Andean species of Elachistocleis Parker 1927 (Amphibia, Anura, Microhylidae)"

description: Aligned DNA sequence matrix for phylogenetic analyses in the article "Description and phylogenetic relationships of a new trans-Andean species of <em>Elachistocleis</em> Parker 1927 (Amphibia, Anura, Microhylidae)" Gene partitions are arranged as follows (tRNAs are included as part of larger adjacent genes): 16S = 1-1165;<br> BDNFcodonPos1 = 1166 - 1874\3;<br> BDNFcodonPos2 = 1167 - 1875\3;<br> BDNFcodonPos3 = 1168 - 1876\3;<br> cmyccodonPos1 = 1878 - 2319\3;<br> cmyccodonPos2 = 1879 - 2320\3;<br> cmyccodonPos3 = 1877 - 2318\3;<br> CO1codonPos1 = 2321 - 2981\3;<br> CO1codonPos2 = 2322 - 2979\3;<br> CO1codonPos3 = 2323 - 2980\3;<br> histcodonPos1 = 2983 - 3307\3;<br> histcodonPos2 = 2984 - 3308\3;<br> histcodonPos3 = 2982 - 3309\3;<br> siacodonPos1 = 3311 - 3704\3;<br> siacodonPos2 = 3312 - 3705\3;<br> siacodonPos3 = 3310 - 3706\3;<br> tyrcodonPos1 = 3708 - 4263\3;<br> tyrcodonPos2 = 3709 - 4264\3;<br> tyrcodonPos3 = 3707 - 4262\3;<br> 28S = 4265-5084;<br> 12S = 5085-6171;
DOI: 10.5281/zenodo.3722518
title: Aligned DNA sequence matrix for phylogenetic analyses in the article "Description and phylogenetic relationships of a new trans-Andean species of Elachistocleis Parker 1927 (Amphibia, Anura, Microhylidae)"

description: Aligned DNA sequence matrix for phylogenetic analyses in the article "Description and phylogenetic relationships of a new trans-Andean species of <em>Elachistocleis</em> Parker 1927 (Amphibia, Anura, Microhylidae)" Gene partitions are arranged as follows (tRNAs are included as part of larger adjacent genes): 16S = 1-1165;<br> BDNFcodonPos1 = 1166 - 1874\3;<br> BDNFcodonPos2 = 1167 - 1875\3;<br> BDNFcodonPos3 = 1168 - 1876\3;<br> cmyccodonPos1 = 1878 - 2319\3;<br> cmyccodonPos2 = 1879 - 2320\3;<br> cmyccodonPos3 = 1877 - 2318\3;<br> CO1codonPos1 = 2321 - 2981\3;<br> CO1codonPos2 = 2322 - 2979\3;<br> CO1codonPos3 = 2323 - 2980\3;<br> histcodonPos1 = 2983 - 3307\3;<br> histcodonPos2 = 2984 - 3308\3;<br> histcodonPos3 = 2982 - 3309\3;<br> siacodonPos1 = 3311 - 3704\3;<br> siacodonPos2 = 3312 - 3705\3;<br> siacodonPos3 = 3310 - 3706\3;<br> tyrcodonPos1 = 3708 - 4263\3;<br> tyrcodonPos2 = 3709 - 4264\3;<br> tyrcodonPos3 = 3707 - 4262\3;<br> 28S = 4265-5084;<br> 12S = 5085-6171;
DOI: 10.3886/e112377v1-23201
title: Replication data for: Social Identity and Preferences

description: Social identities prescribe behaviors for people. We identify the marginal behavioral effect of these norms on discount rates and risk aversion by measuring how laboratory subjects' choices change when an aspect of social identity is made salient. When we make ethnic identity salient to Asian-American subjects, they make more patient choices. When we make racial identity salient to black subjects, non-immigrant blacks (but not immigrant blacks) make more patient choices. Making gender identity salient has no effect on intertemporal or risk choices. (JEL D81, J15, J16, Z13 )
DOI: 10.21227/8168-8522
title: Spindle thermal error prediction approach based on thermal infrared images: a deep learning method

description: https://ehall.nbu.edu.cn/new/index.html
DOI: 10.21227/vwp1-q708
title: Spindle thermal error prediction approach based on thermal infrared images: a deep learning method

description: https://ehall.nbu.edu.cn/new/index.html
DOI: 10.5281/zenodo.3722791
title: Knowledge, attitudes and practice of cervical cancer prevention among health workers in rural health centres of Northern Uganda

description: Data was collected among health workers (nurses, midwives and clinical officers) who were working in rural health centres level III and IV. Data were collected between February and April 2019.
DOI: 10.5281/zenodo.3722790
title: Knowledge, attitudes and practice of cervical cancer prevention among health workers in rural health centres of Northern Uganda

description: Data was collected among health workers (nurses, midwives and clinical officers) who were working in rural health centres level III and IV. Data were collected between February and April 2019.
DOI: 10.25919/5e75be1ea83bd
title: Parkes observations for project P958 semester 2019OCTS_76

description: Fast radio bursts (FRBs) continue to raise more questions than they answer. Until last year, only one burst – the only one known to repeat - had been localized to a bright radio nebula (either a young supernova remnant or pulsar wind nebulae) in a distant dwarf galaxy. Over the last two year searches with the Australian Square Kilometre Array Pathfinder (ASKAP) have detected 31 bursts, five of which have been localised to host galaxies at redshifts ranging from 0.1 to 0.5. These bursts and their hosts are very unlike the repeater, suggesting there may be a dichotomy in the population. However one of the arcminute-localised ASKAP FRBs has recently been found to repeat. Here we propose to search and study repetitions in this FRB population. Our comprehensive sample and a dense monitoring campaign of well localised bursts, at a fluence limit more than 60 times lower than that of their detections to characterise the fraction of bursts that repeat. For bursts that repeat the unique wide bandwidth observations will be used to test leading models of burst emission.
DOI: 10.21227/4zx8-tv70
title: Spindle thermal error prediction approach based on thermal infrared images: a deep learning method

description: The data files contains all the thermal images and error data of the spindle in the experiment.
DOI: 10.5281/zenodo.3722797
title: Ethyl (2-phenylpropan-2-yl) malonate

description: Ethyl malonyl chloride (234mg, 1.56mmole) was added in one go to a stirred solution of cumyl acohol (227mg, 1.67mmole) and N,N-dimethylaniline (164mg, 1.36mmole) in diethyl ether (2ml). The reaction was exothermic and the mixture went cloudy. After stirring at room temperature over the weekend, the supernatant of the reaction was applied to a column of silica gel and the product eluted with hexane : ethyl acetate (5 : 1) as a sweet-smelling, colourless oil (248mg).