cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25989/61d6-yp04
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements containing 0 files performed on plate containing Cu,Mn,Ta annealed at 550.0C to add O on 2016-12-13 from Run 20161212.162100

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20161212.162100.copied-20180927002433194PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/61d6-yp04/20161212.162100.copied-20180927002433194PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/pn7w-1448
title: Materials Experiment and Analysis Database: Inkjet chemical deposition analysis in which 0 sub-analyses are performed on plate(s) containing Ni,Co,Ce,Fe annealed at 350.0C to add O on 2015-02-21 from Analysis 20150220.173800

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20150220.173800.copied-20180926211211225PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/pn7w-1448/20150220.173800.copied-20180926211211225PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/52djdcdyz4.1
title: Effects of a mobile health intervention program on self-management behavior and health outcomes among women with breast cancer: A randomized control trial

description: This study hypothesizes that m-health interventions have a positive impact on breast cancer patients. This data shows that The intervention group had significantly improved self-management behavior owing to the effects of the group (F = 59.547, P < 0.001), time (F = 143.009, P < 0.001), and group-time interaction (F = 13.112, P < 0.001).     Similar improvements were found in quality of life, upper limb function, and lymphedema (P < 0.05), whereas body mass index did not differ between groups (F = 1.714, P = 0.191).   Thus, The intervention program based on WeChat and phone follow-ups effectively improved self-management behavior, quality of life, upper limb function, and lymphedema in women with breast cancer. The data were collected by the researchers during the patients' hospitalization and follow-up on wechat after discharge.
DOI: 10.25989/hb2s-q545
title: Materials Experiment and Analysis Database: Electrochemistry measurements containing 7604 files performed on plate containing Cu,Fe,Ni,Cr annealed at 620.0C to add inert on 2017-05-15 from Run 20170515.110345

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20170515.110345.copied-20170516220230806PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/hb2s-q545/20170515.110345.copied-20170516220230806PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/980h-7t93
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements containing 0 files performed on plate containing Ni,Ta,Co,Ce,Co annealed at 350.0C to add O on 2013-09-26 from Run 20130926.113900

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20130926.113900.copied-20180926165339324PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/980h-7t93/20130926.113900.copied-20180926165339324PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/jh6b-a586
title: Materials Experiment and Analysis Database: Inkjet chemical deposition analysis in which 0 sub-analyses are performed on plate(s) containing Fe,Co annealed at 350.0C to add O on 2014-03-13 from Analysis 20140313.111800

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20140313.111800.copied-20180926181156806PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/jh6b-a586/20140313.111800.copied-20180926181156806PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/pd596cy4jm.1
title: JEM PERTIBA

description: Export development is not only seen as an effort to increase state income, but also to develop
the national economy. Export development can also be used as one of the benchmarks for
national economic development and the competitiveness of national products in the world market.
In the period 1975-2020, the development of Indonesia's oil and gas and non-oil exports
fluctuated, but continued to experience a downward trend, this shows that Indonesia has fully
entered into free global trade. The following graph shows the development of Indonesia's oil and
gas and non-oil exports from 1975-2020.
The partnership between countries that Indonesia is currently doing can accelerate the
process of Indonesia's economic recovery. In the era of the global free market, if Indonesian
products are not able to compete, then the openness of this market has no benefit for national
industrial products so that a comparative advantage is absolutely necessary for a product.
Indonesia's five main sectors that have comparative advantages include automotive, textile and
clothing, food and beverage, chemicals, and electronics. The contribution of the industrial sector
to GDP was 20.48%, of which 18.08% came from the non-oil and gas processing industry. The
five sectors are divided into Commodities which are currently the mainstay of Indonesia, namely
shrimp, coffee, palm oil, cocoa, rubber, TPT, footwear, electronics, automotive, and furniture.
DOI: 10.17632/4k64fwnp4k.4
title: Deep-learning-based Segmentation of Fundus Photographs to Detect Central Serous Chorioretinopathy

description: We developed a pix2pix deep learning model for segmentation of subretinal fluid area in fundus photographs to detect central serous chorioretinopathy (CSC).

The total dataset included fundus photographs and a segmentation image dataset from 194 eyes with CSC from the medical centers and publicly accessible datasets. Additionally, we recruited 93 fundus photographs of the healthy eyes from the same center to build a classification model to discriminate CSC from normal retina. 

Manual segmentation is a tedious and time-consuming task that requires domain-specific knowledge. Initially, one ophthalmologist manually screened the fundus photography images with CSC. We asked three ophthalmologists including two licensed ophthalmologists (grader 1 & 2) and one ophthalmology resident (grader 3) to segment the entire SRF area in the retinal images. 

First, we prepared the dataset in Google Drive. Second, the users can upload the code file in Google Drive and open the file on the Google Drive page on the web browser. Third, prepare the dataset in Google Drive and match the folder location of the code with the address of the actual folders. In our experiment as an example, we saved the training dataset at "csc/segmentation/train/" and the test dataset at "csc/segmentation/test/" in our own Google Drive. Fourth, click the play button to the left of the code cell one by one. The second code cell links the datasets to this Colaboratory notebook using Google Drive. 

The manuscript of the study has been submitted to TVST.
DOI: 10.25989/drnj-0678
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing V,Mn,Ce,Bi annealed at 600.0C to add O on 2014-05-28 from Experiment 20140528.100600

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20140528.100600.copied-20180926192801355PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/drnj-0678/20140528.100600.copied-20180926192801355PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/c4cc-qq17
title: Materials Experiment and Analysis Database: Electrochemistry measurements collected from 1 run(s) performed on plate(s) containing Pd,Au,Ar on 2017-11-10 from Experiment 20171109.160352

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20171109.160352.copied-20171110111636556PST.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/c4cc-qq17/20171109.160352.copied-20171110111636556PST.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/w2y9dccpvx.3
title: Data for Fossil fuel demand elasticities in Iran: diesel, gasoline, fuel oil, Liquefied Petroleum Gas (LPG), and kerosene using ARDL

description: ******************** see README file ********************

Title: Data for Energy efficiency and price policy for sustainable development in Iran: Fossil fuel demand elasticities and sustainability
Version: 1.0
Identifier: doi: 10.17632/w2y9dccpvx.1
Permanent link: http://dx.doi.org/10.17632/w2y9dccpvx.1

Associate publication: Taghvaee, V.M., Arani, A.A., Soretz, S., Agheli, L., 2021, Energy efficiency and price policy for sustainable development in Iran: Fossil fuel demand elasticities and sustainability, Energy Sources, Part B: Economics, Planning and Policy

Contact Information:
1- Vahid Mohamad Taghvaee; Department of Economic Development and Planning, Faculty of Management and Economics, Tarbiat Modares University, Tehran, Iran; V.TAGHVAEE@modares.ac.ir
2- Abbas Assari Arani; Department of Economic Development and Planning, Faculty of Management and Economics, Tarbiat Modares University, Tehran, Iran; ASSARI_A@modares.ac.ir

This directory contains the following dataset and supplementary materials:

1- Fossil fuel demand elasticities in Iran: Required data for estimation of fossil fuels demand elasticities in Iran (including 5 Excel files for the various fossil fuels: diesel, gasoline, fuel oil, LPG, and kerosene)
2- Countries: price and consumption of fossil fuel in various countries in the world
3- EViews file: required data and estimations of the fossil fuel demand model in Iran in EViews Software work file
4- Effects of policies (Environment, Health, Economy): effects of energy efficiency and price policies on environment, health, economy
5- Models: required data for the estimation of fossil fuel demand elasticities in Iran
6- Appendix: methodology for estimating the elasticities in details
7- Read Me file

Sources of the data are inside the files
DOI: 10.25989/cm7a-cv51
title: Materials Experiment and Analysis Database: Inkjet chemical deposition analysis in which 0 sub-analyses are performed on plate(s) containing Ni,Fe,Co,Ce,Co annealed at 350.0C to add O on 2013-04-14 from Analysis 20130414.150502

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20130414.150502.copied-20180926160812319PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/cm7a-cv51/20130414.150502.copied-20180926160812319PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/8rdhpmv3rk.1
title: Teacher-student interaction and teachers' visual attention

description: Data is really the result of teacher attention and teacher-student interaction in the classroom.
DOI: 10.25989/kmcm-rn34
title: Materials Experiment and Analysis Database: Optical spectroscopy measurements containing 1516 files performed on plate containing V,Mn,Ar, annealed at 550.0C to add O on 2017-03-08 from Run 20170308.143438

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20170308.143438.copied-20170308220211923PST.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/kmcm-rn34/20170308.143438.copied-20170308220211923PST.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.25989/bdg5-hg50
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Ni,Co,Ce,Gd annealed at 350.0C to add O on 2014-10-10 from Experiment 20141009.172700

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20141009.172700.copied-20180926195613682PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/bdg5-hg50/20141009.172700.copied-20180926195613682PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/55sf4ykttj.1
title: Optimized POSCAR files for a paper entitled "Effect of native point defects on the photocatalytic performance of ZIS"

description: This data contains optimised POSCAR file for each calculation.
Example descriptions of symbols
V_Z = Zn vacancy defect
In_Zn = In substitution for Zn defect
Zn_i = Zn interstitial defect
chg+1 = charge state +1
chg-1 = charge state -1
chg-0 = charge state 0 or neutral
DOI: 10.25989/rmk8-3b67
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements collected from 1 run(s) performed on plate(s) containing Cu,Cr,V,P annealed at 535.0C to add O on 2016-03-28 from Experiment 20160328.120700

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20160328.120700.copied-20180926225019809PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/rmk8-3b67/20160328.120700.copied-20180926225019809PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/td3ns72vkw.1
title: Dataset "Social factors of economic growth"

description: The dataset contains statistics on social factors and economic growth. Social factors:
- Poverty headcount ratio at $ 3.20 / day (%);
- Subjective well-being (average ladder score, worst 0-10 best);
- Demand for family planning satisfied by modern methods (% of females aged 15 to 49);
- Ratio of female-to-male mean years of education received (%);
- Unemployment rate (% of total labor force);
- Fundamental labor rights are effectively guaranteed (worst 0-1 best).
Economic growth indicators:
- Gross domestic product, constant prices;
- Gross domestic product per capita, constant prices.
The Raw Data sheet contains statistics for the categories of countries allocated by the UN for 2021. The Russia sheet contains statistics for Russia for 2000-2021. See the Codeback sheet for details on the metrics.
Data source: (UN 2021). UN. 2021. Downloads: Download the Sustainable Development Report 2021 and supplementary materials - Database Excel. URL: https://dashboards.sdgindex.org/downloads

Датасет содержит статистику социальных факторов и экономического роста. Социальные факторы:
- Коэффициент бедности составляет 3,20 доллара США в день (%);
- Субъективное благополучие (средний балл по лестнице, худший 0-10 лучший);
- Удовлетворение потребности в планировании семьи современными методами (% женщин в возрасте от 15 до 49 лет);
- Соотношение средней продолжительности получаемого образования между женщинами и мужчинами (%);
- Уровень безработицы (% от общей численности рабочей силы);
- Основные трудовые права гарантированы (наихудшие 0–1 наилучшие).
Показатели экономического роста:
- Валовой внутренний продукт в постоянных ценах;
- Валовой внутренний продукт на душу населения в постоянных ценах.
На листе Raw Data приведена статистика по категориям стран, выделенных, за 2021 г. На листе "Россия" приведена статистика по России за 2000-2021 гг. На листе Codeback приведена подробная информация о показателях.
Источник данных: (ООН 2021). ООН. 2021. Загрузки: Загрузите Отчет об устойчивом развитии 2021 и дополнительные материалы - База данных Excel. URL: https://dashboards.sdgindex.org/downloads
DOI: 10.25989/0m3q-mw87
title: Materials Experiment and Analysis Database: Inkjet chemical deposition measurements containing 0 files performed on plate containing Sn,Sb,Mn,Mg,Co,Zn annealed at 400.0C to add O on 2017-03-08 from Run 20170308.104100

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20170308.104100.copied-20180926235536902PDT.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/0m3q-mw87/20170308.104100.copied-20180926235536902PDT.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/ghttmkcb5j.1
title: LINF_200010800

description: RWD domain-containing protein
Leishmania infantum (strain JPCM5)
DOI: 10.25989/5n4s-vw30
title: Materials Experiment and Analysis Database: X-ray fluorescence measurements collected from 1 run(s) performed on plate(s) containing Cu,Fe,In,Sn annealed at 400.0C to add S on 2017-01-11 from Experiment 20170111.104407

description: Files available via S3 at https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/<br>20170111.104407.copied-20170113220737982PST.zip <a class="btn btn-xs piwik_download" 
            type="application/octet-stream" href="https://renc.osn.xsede.org/ini210004tommorrell/0_gregoire/5n4s-vw30/20170111.104407.copied-20170113220737982PST.zip">
            <i class="fa fa-download"></i> Download</a>    <br>
description: This record is a component of the Materials Experiment and
Analysis Database (MEAD). It contains raw data and metadata from millions 
of materials synthesis and characterization experiments, as well as the 
analysis and distillation of that data into property and performance 
metrics. The unprecedented quantity and diversity of experimental data 
are searchable by experiment and analysis attributes generated by both 
researchers and data processing software.
DOI: 10.17632/sswbxxm3b5.1
title: Dataset of the relationship among perceived information quality, perceived system quality, perceived service quality, trust and social shopping intention: Evidence from Malaysian business undergraduates during the COVID-19 pandemic

description: This dataset contains data on social shopping intention among Malaysian business undergraduate students.