cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e141861
title: Data and Code for: Gini and Optimal Taxation by Rank

description: We solve the non-linear income tax program for rank-dependent social welfare functions, expressing the trade-off between size and inequality using the Gini and related families of positional indices. The key idea is that absent bunching and when individuals optimize, ranks in the actual and optimal allocations are invariant. This allows us to provide new, simple and intuitive tax formulas, for both the quasi-linear and additive cases, and new comparative static results. This approach also serves a didactical role, making insights from optimal taxation more widely accessible. We provide an example in which the actual US tax policy is close to being optimal, except at the top where optimal rates are much higher than in actuality.
DOI: 10.3886/e139001
title: Data and code for: Centralized Admissions, Affirmative Action and Access of Low-income Students to Higher Education

description: These files contain the programs and the public data for the journal article: "Centralized Admissions, Affirmative Action and Access of Low-income Students to Higher Education", American Economic Journal: Economic Policy. <br><br><br>
description: Universe of incoming students of Brazilian public higher education institutions between 2010 and 2015.
DOI: 10.3886/e141861v1
title: Data and Code for: Gini and Optimal Taxation by Rank

description: We solve the non-linear income tax program for rank-dependent social welfare functions, expressing the trade-off between size and inequality using the Gini and related families of positional indices. The key idea is that absent bunching and when individuals optimize, ranks in the actual and optimal allocations are invariant. This allows us to provide new, simple and intuitive tax formulas, for both the quasi-linear and additive cases, and new comparative static results. This approach also serves a didactical role, making insights from optimal taxation more widely accessible. We provide an example in which the actual US tax policy is close to being optimal, except at the top where optimal rates are much higher than in actuality.
DOI: 10.3886/e139001v1
title: Data and code for: Centralized Admissions, Affirmative Action and Access of Low-income Students to Higher Education

description: These files contain the programs and the public data for the journal article: "Centralized Admissions, Affirmative Action and Access of Low-income Students to Higher Education", American Economic Journal: Economic Policy. <br><br><br>
description: Universe of incoming students of Brazilian public higher education institutions between 2010 and 2015.
DOI: 10.3886/e143701
title: Data and Code for: Depreciating Licenses

description: Data and code for Depreciating Licenses
DOI: 10.3886/e143701v1
title: Data and Code for: Depreciating Licenses

description: Data and code for Depreciating Licenses
DOI: 10.26190/unsworks/1394
title: Human Eye Atlas of Microscope Images

description: Microscopy Slide Images of Human Eyes. Collection of H&E stained whole eye sections.
description: http://hdl.handle.net/1959.4/004_128
DOI: 10.5281/zenodo.6908011
title: References and Metadata for Electric vehicles' consumer behaviours: Mapping the field and providing a research agenda (https://doi.org/10.1016/j.jbusres.2022.06.011)

description: The bibliography and metadata used for the analysis published in the Journal of Business Research - Electric vehicles' consumer behaviors: Mapping the field and providing a research agenda (https://doi.org/10.1016/j.jbusres.2022.06.011).
DOI: 10.5281/zenodo.6908010
title: References and Metadata for Electric vehicles' consumer behaviours: Mapping the field and providing a research agenda (https://doi.org/10.1016/j.jbusres.2022.06.011)

description: The bibliography and metadata used for the analysis published in the Journal of Business Research - Electric vehicles' consumer behaviors: Mapping the field and providing a research agenda (https://doi.org/10.1016/j.jbusres.2022.06.011).
DOI: 10.3886/e135101
title: Data and Code for: How Much Are Public School Teachers Willing to Pay for Their Retirement Benefits? Comment

description: In a widely-cited study, Fitzpatrick (2015) found that more than a quarter of Illinois teachers were unwilling to pay 19 cents for pension enhancements worth one dollar in present value. We revisit this finding by tracking the same cohort of teachers to retirement, which permits exact measurement of service years and the annuity received. The vast majority of teachers purchased the upgrade. Among most of the teachers who did not, the net benefit of the upgrade is negative given their retirement timing choices. The complex relationship between the timing of retirement and the potential gain in pension wealth in the Illinois experience makes it difficult to draw inferences about teachers' willingness to pay for an increase in retirement benefits.
description: Illinois Public School Teachers (excluding Chicago).
DOI: 10.3886/e135101v1
title: Data and Code for: How Much Are Public School Teachers Willing to Pay for Their Retirement Benefits? Comment

description: In a widely-cited study, Fitzpatrick (2015) found that more than a quarter of Illinois teachers were unwilling to pay 19 cents for pension enhancements worth one dollar in present value. We revisit this finding by tracking the same cohort of teachers to retirement, which permits exact measurement of service years and the annuity received. The vast majority of teachers purchased the upgrade. Among most of the teachers who did not, the net benefit of the upgrade is negative given their retirement timing choices. The complex relationship between the timing of retirement and the potential gain in pension wealth in the Illinois experience makes it difficult to draw inferences about teachers' willingness to pay for an increase in retirement benefits.
description: Illinois Public School Teachers (excluding Chicago).
DOI: 10.5281/zenodo.6908053
title: Graph Neural Network dataset : mechanical stress analysis in networks of spherical pores - 1000 samples

description: Graph Neural Network dataset : mechanical stress analysis in networks of spherical pores - 1000 samples unzip, run data_set.py to see how to interact with the dataset using PyTorch Geometric toolbox
DOI: 10.5281/zenodo.6812111
title: ACS WITH AND WITHOUT COVID19

description: ACS patients who didn't get Covid-19 before admission to CCU, and patients who had gotten Covid-19 in the last three months before they were admitted to CCU
DOI: 10.24400/802406/tmv5-f9qj
title: LFR STEREO-A 'DEF' Low Frequency Receiver (2.5 - 160 kHz) - Spectral Density

description: This data set contains the definitive spectral density from the STEREO-A SWAVES Low Frequency Receiver (LFR) in the frequency range 2.5 - 160 kHz.
DOI: 10.24400/802406/1g5s-8vf9
title: LFR-60S STEREO-A 'DEF' Low Frequency Receiver (2.5 - 160 kHz) - Flux Density

description: This data set contains definitive 1 min averaged flux density from the STEREO-A WAVES Low Frequency Receiver (LFR) in the frequency range 2.5 - 160 kHz.
DOI: 10.24400/802406/a9rq-y7vf
title: HFR STEREO-A 'DEF' High Frequency Receiver (125 - 16025 kHz) - Spectral Density

description: This data set contains the definitive spectral density from the STEREO-A SWAVES High Frequency Receiver (HFR) in the frequency range 125 - 16025 kHz.
DOI: 10.24400/802406/wycx-ffhb
title: HFR-60S STEREO-A 'DEF' High Frequency Receiver (125 - 16025 kHz) - Flux Density

description: This data set contains definitive 1 min averaged flux density from the STEREO-A WAVES High Frequency Receiver (HFR) in the frequency range 125 - 16025 kHz.
DOI: 10.24400/802406/yr0p-8mz0
title: HFR L3A STEREO-A 'DEF' High Frequency Receiver (125 - 16025 kHz) - Goniopolarimetry parameters

description: This data set contains definitive goniopolarimetry parameters derived from STEREO-A WAVES HFR (High Frequency Receiver) high resolution data (125 - 16025 kHz). Level 3a data are computed asssuming: (i) incoming wave properties do not change over three successive antennas-pair measurements, (ii) signals measured by an antenna are the same on the two receiver channels, (iii) radio sources have an uniform brightness distribution.
DOI: 10.24400/802406/05v2-7e32
title: STEREO-A WAVES TDS L3 Langmuir waveforms

description: This dataset gives access to waveforms with Langmuir waves signature. They were observed by STEREO-A/WAVES TDS instrument from December 2006 to August 2014, thus covering observation in the Earth environment (at the beginning of the mission) and the interplanetary medium. The dataset is provided as zip compressed files which contain: * A CDF file with IMPACT magnetic field components in spacecraft and variance frame (3 min interval around the time of the Langmuir event) * A CDF file with the three components electric waveform in the local frame (B, BxV, Bx(BxV)) * A PDF file which represents CDF data graphically (that is, the waveform and the magnetic configuration at the time of the Langmuir event). All data are in physical units and calibrated.
DOI: 10.24400/802406/b6dn-7tkh
title: STEREO-A Orbit data (HEE frame, 1 min resolution)

description: This data set contains the HEE position and velocity of STEREO-A at 1 min resolution.
DOI: 10.24400/802406/tweg-zpg6
title: STEREO-A IMPACT SWEA Level-2 Survey electron moments

description: This data set contains the moments of the electron distribution function at the SURVEY cadence (30 s) computed from the distribution function. It must be noted that, owing to measurement limitations in the low energy range, the moments are only partial moments calculated for energies above 50 eV. The dataset comprises the partial density, temperatures, and heat flux.
DOI: 10.24400/802406/76ny-zy43
title: STEREO-A IMPACT SWEA Level-1 Survey raw electron distribution functions

description: This data set contains contains Level 1 3D electron distributions from the IMPACT/SWEA instrument on the STEREO Ahead spacecraft.
DOI: 10.24400/802406/syte-ggrr
title: STEREO-A IMPACT SWEA Level-2 Survey electron pitch-angle distributions in phase space density

description: This data set contains the electron pitch angle distributions (from 0° to 180°) as a function of energy at the SURVEY cadence (30 s). The pitch-angles are calculated in the plasma frame based on ion velocity from the PLASTIC instrument (if data is available, according to a flag given in the dataset). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/ag37-d606
title: STEREO-A IMPACT SWEA Level-2 Survey electron distribution functions in phase space density

description: This data set contains the electron distribution functions at the SURVEY cadence (30 s). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/ra59-ej3k
title: STEREO-A IMPACT SWEA Level-2 Burst electron moments

description: This data set contains the moments of the electron distribution function at the BURST cadence (2 s) computed from the distribution function. It must be noted that, owing to measurement limitations in the low energy range, the moments are only partial moments calculated for energies above 50 eV.
DOI: 10.24400/802406/c1zt-r9bt
title: STEREO-A IMPACT SWEA Level-1 Burst raw electron distribution functions in counts

description: This dataset provides the electron distribution functions at the BURST cadence (2 s). The data is provided in units of counts. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/8j9k-32a5
title: STEREO-A IMPACT SWEA Level-2 Burst electron pitch-angle distributions in phase space density

description: This data set contains the electron pitch angle distributions (from 0° to 180°) as a function of energy at the BURST cadence (2 s). The pitch-angles are calculated in the plasma frame based on ion velocity from the PLASTIC instrument (if data is available, according to a flag given in the dataset). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/mgvm-4nm7
title: STEREO-A IMPACT SWEA Level-2 Burst electron distribution functions in phase space density

description: This data set contains the electron distribution functions at the BURST cadence (2 s). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.6084/m9.figshare.20377113
title: Data files

description: data files used in analysis (see also R code)
DOI: 10.24400/802406/dymk-m20x
title: LFR STEREO-B 'DEF' Low Frequency Receiver (2.5 - 160 kHz) - Spectral Density

description: This data set contains the definitive spectral density from the STEREO-B SWAVES Low Frequency Receiver (LFR) in the frequency range 2.5 - 160 kHz.
DOI: 10.24400/802406/vgzy-nyyc
title: LFR-60S STEREO-B 'DEF' Low Frequency Receiver (2.5 - 160 kHz) - Flux Density

description: This data set contains definitive 1 min averaged flux density from the STEREO-B WAVES Low Frequency Receiver (LFR) in the frequency range 2.5 - 160 kHz.
DOI: 10.24400/802406/tmx6-ejqw
title: HFR STEREO-B 'DEF' High Frequency Receiver (125 - 16025 kHz) - Spectral Density

description: This data set contains the definitive spectral density from the STEREO-B SWAVES High Frequency Receiver (HFR) in the frequency range 125 - 16025 kHz.
DOI: 10.24400/802406/brkd-s0gv
title: HFR-60S STEREO-B 'DEF' High Frequency Receiver (125 - 16025 kHz) - Flux Density

description: This data set contains definitive 1 min averaged flux density from the STEREO-B WAVES High Frequency Receiver (HFR) in the frequency range 125 - 16025 kHz.
DOI: 10.24400/802406/c7mz-7pth
title: HFR L3A STEREO-B 'DEF' High Frequency Receiver (125 - 16025 kHz) - Goniopolarimetry parameters

description: This data set contains definitive goniopolarimetry parameters are derived from STEREO-B WAVES HFR (High Frequency Receiver) high resolution data (125 - 16025 kHz). Level 3a data are computed asssuming: (i) incoming wave properties do not change over three successive antennas-pair measurements, (ii) signals measured by an antenna are the same on the two receiver channels, (iii) radio sources have an uniform brightness distribution.
DOI: 10.24400/802406/qv7p-dj6x
title: STEREO-B WAVES TDS L3 Langmuir waveforms

description: This dataset gives access to waveforms with Langmuir waves signature. They were observed by STEREO-B/WAVES TDS instrument from December 2006 to August 2014, thus covering observation in the Earth environment (at the beginning of the mission) and the interplanetary medium. The dataset is provided as zip compresed files which contain: * A CDF file with IMPACT magnetic field components in spacecraft and variance frame (3 min interval around the time of the Langmuir event) * A CDF file with the three components electric waveform in the local frame (B, BxV, Bx(BxV)) * A PDF file which represents CDF data graphically (that is, the waveform and the magnetic configuration at the time of the Langmuir event). All data are in physical units and calibrated.
DOI: 10.24400/802406/n1hw-7yhp
title: STEREO-B Orbit data (HEE frame, 1 min resolution)

description: This data set contains the HEE position and velocity of STEREO-B at 1 min resolution.
DOI: 10.24400/802406/68n9-vz1s
title: STEREO-B IMPACT SWEA Level-2 Survey electron moments

description: This data set contains the moments of the electron distribution function at the SURVEY cadence (30 s) computed from the distribution function. It must be noted that, owing to measurement limitations in the low energy range, the moments are only partial moments calculated for energies above 50 eV. The dataset comprises the partial density, temperatures, and heat flux.
DOI: 10.24400/802406/bfds-k0rp
title: STEREO-B IMPACT SWEA Level-1 Survey raw electron distribution functions

description: This data set contains contains Level 1 3D electron distributions from the IMPACT/SWEA instrument on the STEREO Behind spacecraft.
DOI: 10.24400/802406/cvkz-mtpe
title: STEREO-B IMPACT SWEA Level-2 Survey electron pitch-angle distributions in phase space density

description: This data set contains the electron pitch angle distributions (from 0° to 180°) as a function of energy at the SURVEY cadence (30 s). The pitch-angles are calculated in the plasma frame based on ion velocity from the PLASTIC instrument (if data is available, according to a flag given in the dataset). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/71e9-0apa
title: STEREO-B IMPACT SWEA Level-2 Survey electron distribution functions in phase space density

description: This data set contains the electron distribution functions at the SURVEY cadence (30 s). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/hewd-4nq8
title: STEREO-B IMPACT SWEA Level-2 Burst electron moments

description: This data set contains the moments of the electron distribution function at the BURST cadence (2 s) computed from the distribution function. It must be noted that, owing to measurement limitations in the low energy range, the moments are only partial moments calculated for energies above 50 eV.
DOI: 10.17034/f3835ec4-7893-468e-a930-3ac2e93a8653
title: Datasets associated with a missed method systematic review guided by the the Joanna Briggs Institute

description: A systematic review is a critical evaluation of the current evidence available on a topic to be researched. It is essential to systematically identify previous literature which have explored how the various components of the topic under review. The following data sets evolved as a result of a mixed method systematic review guided by the Joann Biggs Institute. It focuses on the search strategy, keyword search databases utilised, the PRISMA flowchart, appraisal processes, and diagrammatically demonstrating the emergence of the integrated findings of the review. This dataset would be of interest to researchers engaging in a systematic review within the research fields of social science, nursing, midwifery and education Contact
DOI: 10.24400/802406/rqq7-6zkk
title: STEREO-B IMPACT SWEA Level-1 Burst raw electron distribution functions in counts

description: This dataset provides the electron distribution functions at the BURST cadence (2 s). The data is provided in units of counts. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/znnx-1n1z
title: STEREO-B IMPACT SWEA Level-2 Burst electron pitch-angle distributions in phase space density

description: This data set contains the electron pitch angle distributions (from 0° to 180°) as a function of energy at the BURST cadence (2 s). The pitch-angles are calculated in the plasma frame based on ion velocity from the PLASTIC instrument (if data is available, according to a flag given in the dataset). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.24400/802406/50zf-pdfm
title: STEREO-B IMPACT SWEA Level-2 Burst electron distribution functions in phase space density

description: This data set contains the electron distribution functions at the BURST cadence (2 s). The data is provided in units of phase space density. The reference frame is related to the instrument frame.
DOI: 10.6084/m9.figshare.17080946.v4
title: Static Test Flakiness Prediction: How Far Can We Go?

description: This item contains the replication package related to the paper "Static Test Flakiness Prediction: How Far Can We Go?"<br>
DOI: 10.5523/bris.v5vp60ddmvu02rukwb5vtguy9
title: STM32F0DISCOVERY CORTEXM0 ENERGY MODEL DATA

description: Data used for developing energy models for the STM32F0DISCOVERY platform as part of the TeamPlay project.
DOI: 10.5281/zenodo.6908106
title: Graph Neural Network dataset : mechanical stress analysis in networks of spherical pores - 1000 samples

description: Graph Neural Network dataset : mechanical stress analysis in networks of spherical pores - 1000 samples unzip, run data_set.py to see how to interact with the dataset using PyTorch Geometric toolbox
DOI: 10.6084/m9.figshare.20377119.v1
title: Simulation Data.csv

description: This file contains data received from the simulation model in our research, which is used for cusp catastrophe analysis.
DOI: 10.3886/e140861
title: Data and Code for: The long-run effects of R&D place-based policies: Evidence from Russian Science Cities

description: This is the publicly available data and code accompanying the article. <br><br>Abstract: We study the long-run effects of historical place-based R\&D policies: the creation of Science Cities in Soviet Russia. We compare current demographic and economic characteristics of Science Cities with those of localities that were similar to them at the time of their establishment. We find that in present-day Russia, Science Cities are more innovative and productive, host more highly skilled workers, and pay them higher salaries. We interpret these findings as the result of the interaction between persistence and agglomeration forces; we rule out explanations related to the differential use of public resources.
description: Not applicable
description: Response Rates: Not applicable
description: Presence of Common Scales: Not applicable.
description: Not applicable
description: Russian municipalities.
description: other; Please see the README.pdf file for details of data collection.
DOI: 10.3886/e140861v1
title: Data and Code for: The long-run effects of R&D place-based policies: Evidence from Russian Science Cities

description: This is the publicly available data and code accompanying the article. <br><br>Abstract: We study the long-run effects of historical place-based R\&D policies: the creation of Science Cities in Soviet Russia. We compare current demographic and economic characteristics of Science Cities with those of localities that were similar to them at the time of their establishment. We find that in present-day Russia, Science Cities are more innovative and productive, host more highly skilled workers, and pay them higher salaries. We interpret these findings as the result of the interaction between persistence and agglomeration forces; we rule out explanations related to the differential use of public resources.
description: Not applicable
description: Response Rates: Not applicable
description: Presence of Common Scales: Not applicable.
description: Not applicable
description: Russian municipalities.
description: other; Please see the README.pdf file for details of data collection.
DOI: 10.6084/m9.figshare.20377119
title: Simulation Data of Employee's Cooperation and Conflict Behavior.csv

description: This file contains data received from the simulation model in our research, which is used for cusp catastrophe analysis.
DOI: 10.6084/m9.figshare.20377119.v2
title: Simulation Data.csv

description: This file contains data received from the simulation model in our research, which is used for cusp catastrophe analysis.
DOI: 10.6084/m9.figshare.19175660
title: Base datos sobre "Reformas a las Reglas Electorales para los Procesos de Selección de Autoridades Partidarias en América Latina"

description: El Observatorio de Reformas Políticas en América Latina presenta la siguiente base de datos sobre reformas a las reglas electorales para los procesos de selección de autoridades partidarias en América Latina.
DOI: 10.6084/m9.figshare.19175660.v3
title: Base datos sobre "Reformas a las Reglas Electorales para los Procesos de Selección de Autoridades Partidarias en América Latina"

description: El Observatorio de Reformas Políticas en América Latina presenta la siguiente base de datos sobre reformas a las reglas electorales para los procesos de selección de autoridades partidarias en América Latina.