cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e186903
title: Data and Code for: Matching and Network Effects in Ride-Hailing

description: A recent empirical literature models search and matching frictions by means of a reduced-form matching function. An alternative approach is to simulate the matching process directly. In this paper, we follow the latter approach to model matching in ride-hailing. We compute the matching function implied by the matching process. It exhibits increasing returns to scale, and it does not resemble the commonly used Cobb-Douglas functional form. We then use this matching function to quantify network externalities. A subsidy on the order of $2 per trip is needed to correct for these externalities and induce the market to operate efficiently. This repository contains the code and a subset of the data used for the paper.
description: Uber trips in Houston, Texas, USA. Smallest Geographic Unit: Neighborhood
description: Some data cannot be made publicly available. The ride-hailing data for this research is proprietary and was made available for the purposes of this project by Uber Technologies, Inc. Uber will provide access to researchers interested in obtaining access to the data under the condition that they execute a data use agreement with Uber and arrange for secure access to the relevant files. You will find in this package detailed data description as well as all the source code used to generate the data, estimations, and simulations.
DOI: 10.3886/e186903v1
title: Data and Code for: Matching and Network Effects in Ride-Hailing

description: A recent empirical literature models search and matching frictions by means of a reduced-form matching function. An alternative approach is to simulate the matching process directly. In this paper, we follow the latter approach to model matching in ride-hailing. We compute the matching function implied by the matching process. It exhibits increasing returns to scale, and it does not resemble the commonly used Cobb-Douglas functional form. We then use this matching function to quantify network externalities. A subsidy on the order of $2 per trip is needed to correct for these externalities and induce the market to operate efficiently. This repository contains the code and a subset of the data used for the paper.
description: Uber trips in Houston, Texas, USA. Smallest Geographic Unit: Neighborhood
description: Some data cannot be made publicly available. The ride-hailing data for this research is proprietary and was made available for the purposes of this project by Uber Technologies, Inc. Uber will provide access to researchers interested in obtaining access to the data under the condition that they execute a data use agreement with Uber and arrange for secure access to the relevant files. You will find in this package detailed data description as well as all the source code used to generate the data, estimations, and simulations.
DOI: 10.3886/e189562
title: Data and Code For: How work-from-home changes housing demand: evidence from online search

description: Replication code for the paper: "How work-from-home changes housing demand: evidence from online search", by Elisa Guglielminetti, Michele Loberto, Giordano Zevi and Roberta Zizza
DOI: 10.3886/e189562v1
title: Data and Code For: How work-from-home changes housing demand: evidence from online search

description: Replication code for the paper: "How work-from-home changes housing demand: evidence from online search", by Elisa Guglielminetti, Michele Loberto, Giordano Zevi and Roberta Zizza
DOI: 10.6084/m9.figshare.22704424
title: Viral genomes and genome fragments (VIBRANT output)

description: Viral genomes or genome fragments identified by VIBRANT from Lime blue and poison lake metagenomes, and publically available genomes of Purple and green sulfur bacteria (NCBI).
DOI: 10.6084/m9.figshare.22704424.v1
title: Viral genomes and genome fragments (VIBRANT output)

description: Viral genomes or genome fragments identified by VIBRANT from Lime blue and poison lake metagenomes, and publically available genomes of Purple and green sulfur bacteria (NCBI).
DOI: 10.3886/e188701
title: Data and Code for: "Innovation for Innovators: The Financing of Intangibles"

description: This paper examines the characteristics of firms that adopt new financial products and its association with measures of performance. We build a novel firm-level panel dataset and document a positive association between intangible capital and the adoption of new products. We also find that access to external financing through new types of securities is associated with size growth and further investments into intangibles. These findings have important implications for understanding the role that financial innovation can play in meeting the financing needs of firms that rely heavily on intangible capital.
DOI: 10.3886/e188701v1
title: Data and Code for: "Innovation for Innovators: The Financing of Intangibles"

description: This paper examines the characteristics of firms that adopt new financial products and its association with measures of performance. We build a novel firm-level panel dataset and document a positive association between intangible capital and the adoption of new products. We also find that access to external financing through new types of securities is associated with size growth and further investments into intangibles. These findings have important implications for understanding the role that financial innovation can play in meeting the financing needs of firms that rely heavily on intangible capital.
DOI: 10.3886/e189421
title: Data and Code For: Unconventional Fiscal Policy at Work

description: In an effort to stabilize the economy during the Covid-19 pandemic, the German government reduced value added taxes (VAT) by three percentage points for a period of six months in the latter half of 2020. This measure resulted in a boost in aggregate consumer spending on both durable and semi-durable goods during the six-month period, with spending decreasing once the VAT reduction was reversed. The effect of the temporary VAT cut on durable spending was stronger than on semi-durable spending. Additionally, the temporary VAT cut also stabilized, and even slightly increased, inflation expectations in the second half of 2020.
DOI: 10.3886/e189421v1
title: Data and Code For: Unconventional Fiscal Policy at Work

description: In an effort to stabilize the economy during the Covid-19 pandemic, the German government reduced value added taxes (VAT) by three percentage points for a period of six months in the latter half of 2020. This measure resulted in a boost in aggregate consumer spending on both durable and semi-durable goods during the six-month period, with spending decreasing once the VAT reduction was reversed. The effect of the temporary VAT cut on durable spending was stronger than on semi-durable spending. Additionally, the temporary VAT cut also stabilized, and even slightly increased, inflation expectations in the second half of 2020.
DOI: 10.25345/c5fj29p5x
title: MassIVE MSV000091803 - TGFb is involved in type 1 alveolar epithelial cell plasticity and extracellular matrix gene transcription
title: Proteome analysis for knockouts HopxCreERT2; Tgfbr2 fl/fl; R26REYFP (samples 1,2,3) and het controls HopxCreERT2; Tgfbr2 fl/ ; R26REYFP (control 4,5,6)
DOI: 10.35077/add-hip
title: Neuron Morphology data in .swc format from Patch-seq experiments in human neocortex, Cell ID 851002859

description: Human neocortical neurons display diverse morphology, physiology and gene expression profiles. We use a method called Patch-seq, where these three data modalities are assayed simultaneously from the same neuron, to understand how the genetic profile of human neocortical neuron types corresponds to their morphological and electrophysiological phenotypes. This collection may contain image stacks (TIFF), reconstruction files in image space (.swc, µm), a transformed file (.swc, µm) oriented so that the y axis extends vertically towards the pia surface, and a marker file (.marker, µm) indicating nodes where dendrites were truncated (10), reconstruction was not continued (20), or surface of tissue was closest to soma (30).
description: manual tracing
description: DATASET METADATA: title:'Neuron Morphology data in .swc format from Patch-seq experiments in human neocortex, Cell ID 851002859', GeneralModality:'cell morphology', Technique:'Patch-seq' SPECIMEN METADATA: LocalID:'851002859', Species:'human', NCBITaxonomy:'NCBI:txid9606', SampleLocalID:'851002859', Locations:'SFG' INSTRUMENT METADATA: MicroscopeType:'NA', MicroscopeManufacturerAndModel:'NA' IMAGE METADATA: xAxis:'NA', yAxis:'NA', zAxis:'NA', Number:'NA', displayColor:'NA', stepSizeX:'0.114', stepSizeY:'0.114'
DOI: 10.25934/pr00004971.0
title: Available IPD datapackage for study 'A 48 Weeks Study of Three Different Dose Regimens of BI 655066 Administered Subcutaneously in Patients With Moderate to Severe Chronic Plaque Psoriasis (Randomised, Dose-ranging, Active-comparator-controlled (Ustekinumab), Double-blind Within Dose Groups of BI 655066)'

description: The overall purpose of this trial is to assess clinical efficacy and safety of different subcutaneous doses of BI 655066 in adult patients with chronic plaque psoriasis in order to select doses for further clinical trials.
DOI: 10.35077/add-hit
title: Neuron Morphology data in .swc format from Patch-seq experiments in human neocortex, Cell ID 811984547

description: Human neocortical neurons display diverse morphology, physiology and gene expression profiles. We use a method called Patch-seq, where these three data modalities are assayed simultaneously from the same neuron, to understand how the genetic profile of human neocortical neuron types corresponds to their morphological and electrophysiological phenotypes. This collection may contain image stacks (TIFF), reconstruction files in image space (.swc, µm), a transformed file (.swc, µm) oriented so that the y axis extends vertically towards the pia surface, and a marker file (.marker, µm) indicating nodes where dendrites were truncated (10), reconstruction was not continued (20), or surface of tissue was closest to soma (30).
description: manual tracing
description: DATASET METADATA: title:'Neuron Morphology data in .swc format from Patch-seq experiments in human neocortex, Cell ID 811984547', GeneralModality:'cell morphology', Technique:'Patch-seq' SPECIMEN METADATA: LocalID:'811984547', Species:'human', NCBITaxonomy:'NCBI:txid9606', SampleLocalID:'811984547', Locations:'MTG' INSTRUMENT METADATA: MicroscopeType:'NA', MicroscopeManufacturerAndModel:'NA' IMAGE METADATA: xAxis:'NA', yAxis:'NA', zAxis:'NA', Number:'NA', displayColor:'NA', stepSizeX:'0.114', stepSizeY:'0.114'
DOI: 10.34740/kaggle/dsv/5532565
title: Balochi Language to English Translation Dataset
DOI: 10.5066/p944dlp8
title: Analysis Ready Data: Uncontrolled Mars Reconnaissance Orbiter (MRO) High Resolution Science Experiment (HiRISE) Reduced Data Record (RDR)s
DOI: 10.25934/pr00004975.0
title: Available IPD datapackage for study 'A Randomized, Controlled, Multicenter, Open Label Study With Blinded Assessment of the Efficacy of the Humanized Anti-IL-23p19 Risankizumab Compared to FUMADERM® in Subjects With Moderate to Severe Plaque Psoriasis Who Are Naïve to and Candidates for Systemic Therapy'

description: The purpose of this study is to compare the efficacy and safety of subcutaneous (SC) risankizumab and oral FUMADERM provided as study medication in participants with moderate to severe plaque psoriasis who are naïve to and candidates for systemic therapy.
DOI: 10.15139/s3/9av907
title: CMAQ Model Version 5.4 CRACMM Input Data -- 1/1/2018 - 12/31/2018 12km CONUS

description: Data SummaryCMAQv5.4 input data for the CRACMMv1.0 chemical mechanism for a 01/01/2018 - 12/31/2018 simulation over the Continental US. References: The scientific methods used to create the emission inputs are documented in Foley et al. and Pye et al. See Related Publications below. Note: The datasets are part of the CMAS Center Amazon Web Services (AWS) Open Data Program and are saved in an AWS S3 bucket. The metadata associated with this DOI contain the link to the S3 bucket and instructions for downloading the data.
DOI: 10.5281/zenodo.7869037
title: Functional Annotations of Bacillus stercoris BHUJPV-SS7

description: This dataset provides comprehensive genome annotations of Bacillus stercoris BHUJPV-SS7, a cellulose-degrading bacterium with potential applications in biomass bioconversion and biotechnology. The strain was isolated from the rhizosphere soil of a mango tree at the experimental field of Banaras Hindu University, India. The genome annotations included in this dataset were generated using three different tools: Prokka (Prokaryotic Genome Annotation), RAST (Rapid Annotations using Subsystems Technology), and CAZy (Carbohydrate-Active Enzymes database). These annotations provide insights into the functional potential of Bacillus stercoris BHUJPV-SS7, including the presence of genes involved in cellulose degradation, lignin degradation, and other carbon degradation processes. This dataset aims to facilitate further research on the biotechnological potential of Bacillus stercoris BHUJPV-SS7 in areas such as biofuel production, waste management, and sustainable development.
DOI: 10.5281/zenodo.7869036
title: Functional Annotations of Bacillus stercoris BHUJPV-SS7

description: This dataset provides comprehensive genome annotations of Bacillus stercoris BHUJPV-SS7, a cellulose-degrading bacterium with potential applications in biomass bioconversion and biotechnology. The strain was isolated from the rhizosphere soil of a mango tree at the experimental field of Banaras Hindu University, India. The genome annotations included in this dataset were generated using three different tools: Prokka (Prokaryotic Genome Annotation), RAST (Rapid Annotations using Subsystems Technology), and CAZy (Carbohydrate-Active Enzymes database). These annotations provide insights into the functional potential of Bacillus stercoris BHUJPV-SS7, including the presence of genes involved in cellulose degradation, lignin degradation, and other carbon degradation processes. This dataset aims to facilitate further research on the biotechnological potential of Bacillus stercoris BHUJPV-SS7 in areas such as biofuel production, waste management, and sustainable development.
DOI: 10.5281/zenodo.7868945
title: Testing and Demonstration Data for DataRig Software

description: This repository holds the testing and demonstration data for DataRig, an opensource software program for downloading datasets from data repositories utilizing RESTful APIs. This repository contains 5 sample datasets. <strong>annotations_001.txt</strong> This data set is a tab-separated text file containing 6 columns that start on line number 7. The column headers are; 'Number' 'Start Time' 'End Time' 'Time From Start' 'Channel' 'Annotation' There are 13 rows of data under each of these column headers representing the start and end times of annotated events from an eeg recording file in this repository called recording_001.edf. The events describe the behavior of a mouse in 5 sec increments with each behavior being one of 'exploring', 'grooming' or 'rest'. <strong>recording_001.edf</strong> A European Data Format file consisting of 4 channels of EEG data lasting approximately 1 hour. The times in the annotations_001.txt file are referenced against this file. <strong>sample_arr.npy</strong> A numpy array of shape (4, 250) with values sequentially running from 0 to 1000. <strong>sample_excel.xls</strong> An excel file with a single column of 10 numbers from 0-9 sequentially. <strong>sample_text.txt</strong> A text file with 4 rows containing 250 values per row. The values in the file run from 0 to 1000 sequentially.
DOI: 10.5281/zenodo.7868944
title: Testing and Demonstration Data for DataRig Software

description: This repository holds the testing and demonstration data for DataRig, an opensource software program for downloading datasets from data repositories utilizing RESTful APIs. This repository contains 5 sample datasets. <strong>annotations_001.txt</strong> This data set is a tab-separated text file containing 6 columns that start on line number 7. The column headers are; 'Number' 'Start Time' 'End Time' 'Time From Start' 'Channel' 'Annotation' There are 13 rows of data under each of these column headers representing the start and end times of annotated events from an eeg recording file in this repository called recording_001.edf. The events describe the behavior of a mouse in 5 sec increments with each behavior being one of 'exploring', 'grooming' or 'rest'. <strong>recording_001.edf</strong> A European Data Format file consisting of 4 channels of EEG data lasting approximately 1 hour. The times in the annotations_001.txt file are referenced against this file. <strong>sample_arr.npy</strong> A numpy array of shape (4, 250) with values sequentially running from 0 to 1000. <strong>sample_excel.xls</strong> An excel file with a single column of 10 numbers from 0-9 sequentially. <strong>sample_text.txt</strong> A text file with 4 rows containing 250 values per row. The values in the file run from 0 to 1000 sequentially.
DOI: 10.6084/m9.figshare.22704619
title: GDP/GNP/NNP Data for Germany 1851-2020

description: This is a compact excerpt of GDP data for Germany from the publication: Thomas Rahlf, Volkswirtschaftliche Gesamtrechnung, in: Thomas Rahlf (Ed.), Deutschland in Daten. Zeitreihen zur Historischen Statistik, 2nd ed., Bonn: Bundeszentrale für politische Bildung 2022, pp. 192-205. <br> According to current research, it is not possible to calculate a reliable gross national product, or gross domestic product for Germany for the 19th century. Instead of Hoffmann’s calculations, the net national product calculated by Pfister (2020) should be used.<br> For the first half of the 20th century, the calculations of Ritschl / Spoerer (1997) should still be chosen.<br> For the period from 1950 to 1970, the data in Spoerer / Ritschl (1997) are identical with the more comprehensive publication Federal Statistical Office (2021), which contains unrevised results before the introduction of the European System of Accounts in 1995.<br> For 1970 to 1990, the data published by Ritschl / Spoerer (1997) can be used if comparability of this period with the period before is more important than with the period after.<br> If a comparison with the period after is more important, for 1970 to 1990 the data from Federal Statistical Office (2021), should be used. These are recalculated after the 1991 and 2002 revisions, but not after the 2011, 2014, or 2018 revisions.<br> The data from 1991 onward fit the previous ones only to a limited extent because they have been recalculated based on the 2011, 2014, and 2018 revisions. <br> -------- <br> Pfister, Ulrich, The Crafts–Harley view of German industrialization: an independent estimate of the income side of net national product, 1851–1913, in: European Review of Economic History 24/3 (2020), S. 502‐521. <br> Ritschl, Albrecht/Spoerer, Mark, Das Bruttosozialprodukt Deutschlands nach den amtlichen Volkseinkommens‐ und Sozialproduktstatistiken 1901‐1995, in: Jahrbuch für Wirtschaftsgeschichte 1997, S. 27‐54. <br> Statistisches Bundesamt (Hrsg.): Bevölkerung und Wirtschaft 1872–1972, Stuttgart/Mainz 1972 <br> Statistisches Bundesamt (Hrsg.) 2010, Volkswirtschaftliche Gesamtrechnungen. Ergebnisse in jeweiligenPreisen und in Preisen von 1991 nach ESVG, 2. Auflage, 1950 bis 1970, Wiesbaden (unveröffentlicht). <br> Statistisches Bundesamt (Hrsg.), Fachserie 18, Volkswirtschaftliche Gesamtrechnungen. Reihe 1.5: Inlandsproduktberechnung ‐ Lange Reihen ab 1970, Jg. 2020, Stuttgart. <br>
DOI: 10.17632/vdw4g58jnd.1
title: Future Perspective Of Physiotherapy Students About Physiotherapy

description: Nowadays, Physiotherapy is very beneficial for people who are suffering from physical pain. From Physiotherapy we can earn more. Choosing Physiotherapy as a courier option is a very best choice for students. But many students don't know about it. But who chooses Physiotherapy are not sure about their future. So, a survey was conducted among students to know about the future perspective of physiotherapy students about physiotherapy. It is concluded from result that many students pursue physiotherapy but some students wants to change their occupation.
DOI: 10.17632/463znsp7nx.1
title: GENERAL POPULATION AWARENESS ON BASIC LIFE SUPPORT IN HARYANA: A SURVEY 

description: BACKGROUND AND PURPOSE: Basic Life Support (BLS) is essential because it preserves the life and maintains the viability of patients with life-threatening diseases or injuries until a group of paramedics or hospital professionals can offer specialist treatment. Serious injuries and respiratory problems can arise from a variety of situations. The population's confidence to respond promptly when necessary and degree of reluctance are considerably increased and decreased by BLS awareness among those who have relatives with heart conditions.This study was conducted to investigated the awareness of BLS among general population.
DOI: 10.5066/p9l4n2zi
title: Mean annual water-budget components for Oahu, Hawaii, for future-climate conditions, CMIP5 RCP8.5 2041-70 scenario rainfall and 2010 land cover

description: This shapefile represents the spatial distribution of mean annual water-budget components, in inches, for the island of Oahu, Hawaii for a projected future-climate condition representative of phase 5 of the Coupled Model Intercomparison Project (CMIP5) Representative Concentration Pathway 8.5 (RCP8.5) 2041-70 scenario climate and 2010 land cover, as described in USGS Professional Paper (PP) 1876 by Izuka and Rotzoll (2023). The water-budget components for each model subarea were computed for the future-climate condition and 2010 land cover using a water-budget model developed by Engott and others (2017). The 2010 land-cover map developed by Engott (2017) was used to define the land-cover conditions and the model subareas. The future-climate condition used statistically downscaled rainfall projections for mid-century 2041-70. The shapefile attribute information associated with each subarea (or polygon) present an estimate of mean annual rainfall, fog interception, irrigation, septic-system leachate, seepage from reservoirs and cesspools, runoff, canopy evaporation, total evapotranspiration, and groundwater recharge. This shapefile also includes select geographic and land-cover attributes of the model subareas. Brief descriptions of the water-budget components and attributes are included in this metadata file. Refer to Engott and others (2017) and Izuka and Rotzoll (2023) for further details of the methods and sources used to determine these components and attributes.
DOI: 10.17632/6zdcztgpn7.1
title: Input datasets, source codes, and outcomes related to "Beikverdi et al. (2023): A Bi-level Model for District-fairness Participatory Budgeting: Decomposition Methods and Application" (submitted)

description: Templates, datasets, source codes, and outcomes for the submitted article:
"A Bi-level Model for District-fairness Participatory Budgeting: Decomposition Methods and Application" 

by Majid Beikverdi (m.beikverdi@gmail.com), Nasim Ghanbar Tehrani, Kamran Shahanaghi

- Department of Industrial Engineering, Kharazmi University, Tehran, Iran
- Department of Industrial Engineering, University of Science & Technology, Tehran, Iran
DOI: 10.17632/b4mmss8g8y.1
title: Collagen density in the 8th week of post-laser application

description: In the final week of the study, collagen density has slightly increased in all groups, but the laser alone group (B, D) shows a collagen density similar to that of the control group.  (Masson’s Trichrome stain; original magnification x 100).
DOI: 10.17632/tps7d8d3zt.1
title: Dermal thickness in the 8th week of post-laser application

description: In the final week of the study, the dermis is still thicker in the combined treatment group (A, C, E) than in the laser alone group (B, D, F). There is no statistical difference in dermal thickness over time. (Hematoxylin-eosin stain; original magnification x 100; scale bar dimensions as shown).