cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/4tdkke
title: A New Catalog of H II Regions in M31

description: H_alpha continuum subtracted images of M31. The original data is from Philip Massey, "A Survey of Local Group Galaxies Currently Forming Stars" , http://www2.lowell.edu/users/massey/lgsurvey/index.html . The original data contains 10 fields. We had to divide each field into smaller sub-regions to be able to run HII-phot (a code to identify and characterize HII regions (Thilker et.al., 2000AJ, 120, 3070) We had to mask all foreground stars. Residuals of H_alpha - R_band (after scaling) still made many false detections. Details of data reduction can be found at the original paper: A New Catalog of H II Regions in M31: Azimlu, M.; Marciniak, R.; Barmby, P., AJ 142, 139, http://adsabs.harvard.edu/abs/2011AJ....142..139A
DOI: 10.7910/dvn/dj24ag
title: A SDSS K7 Dwarf

description: This the results of a pybeetle fitting (http://code.google.com/p/pybeetle/) of a K7 dwarf from SDSS. Data files include the reduced spectra, fit figure (for one indice) and result table.
DOI: 10.7910/dvn/p6uznq
title: Compiled List of NSF Grants to ADS Records

description: The John G. Wolbach Library, in collaboration with the NASA Astrophysics Data System (ADS), has compiled the nsfastgrantbib bibliography, which matches active and expired award information obtained from the National Science Foundation (NSF) Awards website to papers found in the NASA ADS. The bibliography contains ast ronomy only awards, coded as AST by the NSF. Links between awards and their corresponding papers were created using text mining and regular expression matching. We are releasing the bibliography to the community to explore its possible usage. Please contact the Library at library@cfa.harvard.edu if you do intend to use this bibliography. Please note papers may include arXiv preprints (as non-refereed, with arXiv bibcode) and their subsequent journal articles (as refereed, with journal bibcode) as separate and unlinked records this compilation is a snapshot in time for NSF grants and ADS papers results are based on available metadata which may be incomplete  results have not been individually verified all abstracts and articles in the ADS are copyrighted by the publisher, and their use is free for personal use only. For more information, please read the Terms and Conditions regulating usage of resources. Links Harvard-Smithsonian Center for Astrophysics John G. Wolbach Library http://www.cfa.harvard.edu/lib/information/about.html  NASA ADS http://labs.adsabs.harvard.edu/  NSF Awards http://nsf.gov/awardsearch/advancedSearch.jsp National Science Foundation http://www.nsf.gov/
DOI: 10.5281/zenodo.2574156
title: Web Experience in Mobile Networks: Lessons from Two Million Page Visits

description: Measuring and characterizing web page performance is a challenging task.

When it comes to the mobile world, the highly varying technology characteristics coupled with the opaque network configuration make it even more difficult.

Aiming at reproducibility, we present a large scale measurements study of web page performance collected in eleven commercial mobile networks spanning four countries.

We build a dataset of nearly two million web browsing sessions to we shed light on the impact of different web protocols, browsers, and mobile technologies on the web performance.

We find that the impact of mobile broadband access is sizeable.

For example, the median page load time using mobile broadband increases by a third compared to wired access.

Mobility clearly stresses the system, with handover causing the most evident performance penalties.

Contrariwise, our measurements show that the adoption of HTTP/2 and QUIC has practically negligible impact.

Our work highlights the importance of large-scale measurements.

Even with our controlled setup, the complexity of the mobile web ecosystem is challenging to untangle.

For this, we are releasing the dataset as open data for validation and further research.

We also release together with the datasets we collected the scripts we use to produce the analysis we present in the paper. Please use plot_all.sh script to generate the plots in the paper, using the separate scripts from the "scripts" archive. 

Should you use any of these resources, please also make an attribution using the following reference (provided here in bibtex format):

<pre>@inproceedings{rajiullah2019web,
  title={{Web Experience in Mobile Networks: Lessons from Two Million Page Visits}},
  author={Rajiullah, Mohammad and Lutu, Andra and Khatouni, Ali Safari and Fida, Mah-Rukh and Mellia, Marco and Brunstrom, Anna and Alay, Ozgu and Alfredsson, Stefan and Mancuso, Vincenzo},
  booktitle={The World Wide Web Conference},
  pages={1532--1543},
  year={2019},
  organization={ACM},
 address = {San Francisco, CA, USA},
 keywords = {Web Experience,  HTTP2, QUIC, TCP, Mobile Broadband, Measurements}
}</pre>
DOI: 10.5281/zenodo.2574157
title: Web Experience in Mobile Networks: Lessons from Two Million Page Visits

description: Measuring and characterizing web page performance is a challenging task.

When it comes to the mobile world, the highly varying technology characteristics coupled with the opaque network configuration make it even more difficult.

Aiming at reproducibility, we present a large scale measurements study of web page performance collected in eleven commercial mobile networks spanning four countries.

We build a dataset of nearly two million web browsing sessions to we shed light on the impact of different web protocols, browsers, and mobile technologies on the web performance.

We find that the impact of mobile broadband access is sizeable.

For example, the median page load time using mobile broadband increases by a third compared to wired access.

Mobility clearly stresses the system, with handover causing the most evident performance penalties.

Contrariwise, our measurements show that the adoption of HTTP/2 and QUIC has practically negligible impact.

Our work highlights the importance of large-scale measurements.

Even with our controlled setup, the complexity of the mobile web ecosystem is challenging to untangle.

For this, we are releasing the dataset as open data for validation and further research.

We also release together with the datasets we collected the scripts we use to produce the analysis we present in the paper. Please use plot_all.sh script to generate the plots in the paper, using the separate scripts from the "scripts" archive. 

Should you use any of these resources, please also make an attribution using the following reference (provided here in bibtex format):

<pre>@inproceedings{rajiullah2019web,
  title={{Web Experience in Mobile Networks: Lessons from Two Million Page Visits}},
  author={Rajiullah, Mohammad and Lutu, Andra and Khatouni, Ali Safari and Fida, Mah-Rukh and Mellia, Marco and Brunstrom, Anna and Alay, Ozgu and Alfredsson, Stefan and Mancuso, Vincenzo},
  booktitle={The World Wide Web Conference},
  pages={1532--1543},
  year={2019},
  organization={ACM},
 address = {San Francisco, CA, USA},
 keywords = {Web Experience,  HTTP2, QUIC, TCP, Mobile Broadband, Measurements}
}</pre>
DOI: 10.5281/zenodo.2574035
title: Ground truth matches between maps with high disparity

description: File describing the correct matches between the region of sketch maps and their model map, or between partial sensor built maps.

The region were built using MAORIS segmentation algorithm
DOI: 10.5281/zenodo.2574036
title: Ground truth matches between maps with high disparity

description: File describing the correct matches between the region of sketch maps and their model map, or between partial sensor built maps.

The region were built using MAORIS segmentation algorithm
DOI: 10.5281/zenodo.2574168
title: A field guide for the compositional analysis of any-omics data: Supplemental Scripts

description: Supplemental Scripts for "A field guide for the compositional analysis of any-omics data".
DOI: 10.17632/7jkxprm9mx.1
title: Supplemental Data - Meoli et al.

description: Meoli L, Ben-Zvi D, Panciotti C, Kvas S, Pizarro P, Munoz R, Stylopoulos N. Supplemental Material: Intestine-specific overexpression of LDLR improves lipid and glucose metabolism by enhancing cholesterol excretion in male mice.
DOI: 10.17632/b65ycr8tj6.1
title: Statistical tests in R for protic ionic liquid pretreatment optimization

description: In this dataset we described all statistical tests mentioned in the article entitled "Optimization of protic ionic liquid pretreatment of sugarcane bagasse for 2G ethanol production".
DOI: 10.17632/b65ycr8tj6.2
title: Statistical tests in R for protic ionic liquid pretreatment optimization

description: In this dataset we described all statistical tests mentioned in the article entitled "Optimization of protic ionic liquid pretreatment of sugarcane bagasse for 2G ethanol production".
DOI: 10.5066/f7f18xx9
title: Index-gage Data and Regressions in Support of Estimation of Base Flow on Ungaged, Periodically Measured Streams in Small Watersheds in Western Pennsylvania

description: Streamflow was collected at various streamgages in western Pennsylvania in support of the scientific investigations report "Estimation of Base Flow on Ungaged, Periodically Measured Streams in Small Watersheds in Western Pennsylvania". Data observed at the streamgages for the period of August 1, 2014 through March 31, 2017 are considered. This dataset includes 1) observed streamflow and qualifier indicating the presence of precipitation or runoff at various streamgages, 2) all data used to develop prediction intervals for the titled estimation site based upon the titled index streamgage for use in runoff influenced streamflow analysis, 3) all data used to develop prediction intervals for the titled estimation site based upon the titled index streamgage for streamflow measurement schedule analysis, and 4) all data used to develop prediction intervals for the titled estimation site based upon the titled index streamgage for the period of May 1, 2015 to March 31, 2017 along with evaluation of data observed before May 1, 2015. Hittle, E., and Risser, D.W., 2019, Estimation of base flow on ungaged, periodically measured streams in small watersheds in western Pennsylvania: U.S. Geological Survey Scientific Investigations Report 2018-5150, 42 p., https://doi.org/10.3133/sir20185150.
DOI: 10.5281/zenodo.2574523
title: PARTHENOS Mappings

description: This dataset contains the mappings to transform metadata available from the different research infrastructures involved in the PARTHENOS project from their input format to the Parthenos Entities Model (http://parthenos.d4science.org/CRMext/CRMpe.rdfs)<br>
Mappings are 3M Mappings defined by domain and data experts using the 3M Editor (https://github.com/isl/3MEditor) of the X3ML Toolkit.

Mappings are executed by the PARTHENOS Aggregator, a customisation of the D-NET Software Toolkit. A basic version of the aggregator is available on github at https://github.com/dnet-team/dnet-basic-aggregator/tree/dnet50-basic-aggregator.
DOI: 10.5281/zenodo.2574524
title: PARTHENOS Mappings

description: This dataset contains the mappings to transform metadata available from the different research infrastructures involved in the PARTHENOS project from their input format to the Parthenos Entities Model (http://parthenos.d4science.org/CRMext/CRMpe.rdfs)<br>
Mappings are 3M Mappings defined by domain and data experts using the 3M Editor (https://github.com/isl/3MEditor) of the X3ML Toolkit.

Mappings are executed by the PARTHENOS Aggregator, a customisation of the D-NET Software Toolkit. A basic version of the aggregator is available on github at https://github.com/dnet-team/dnet-basic-aggregator/tree/dnet50-basic-aggregator.
DOI: 10.25505/fiz.icsd.cc21fz9s
title: CSD 1890265: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc21fzbt
title: CSD 1890266: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc21fscn
title: CSD 1890081: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc21fsdp
title: CSD 1890082: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc21fzcv
title: CSD 1890267: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc21fzfx
title: CSD 1890269: Experimental Crystal Structure Determination

description: Related Article: Yurii V. Seryotkin, Vladimir V. Bakakin|2018|Zh.Strukt.Khim.|59|1392|
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15129/9a4ec7f5-fe41-4ec2-92ef-a9abca03b217
title: Data for: "Conundrum of gamma glycine nucleation revisited: to stir or not to stir"

description: Raw data for the paper is available as a zip file. The raw characterisation data for polymorphic identification for crystals is available as:
•	Fourier-transform infrared spectroscopy (FT-IR): raw spectra data as text file (.txt) and experimental results summarized in a pdf file (.pdf).
•	X-Ray Powder Diffraction (XRPD): raw spectra data as text file (.raw) and processed spectra data as text file (.xy).  
and crystal morphology data is available as:
•	Optical microscopic images:  image files (.jpg).
•	Pictures of the vials: image files (.jpg)

The data corresponds to the different setups and cooling temperatures presented in Figure 5 of the paper (see Figure 5.pdf).  The figure has 8 parts, each with 6 concentrations.  The directory structure is as follows:
•	Figure 5X-Setup [1/2][a/b] 
      o	YYYgGlycine-kgWater
              	Morphology
                      •	Vial (AAA).jpg
                      •	Optical microscopy-sample AAA-X.JPG
              	Polymorphic identification
                      •	FTIR
                              o	Sample AAA.txt
                              o	Summary.pdf
                      •	XRPD
                              o	AAA.raw
                              o	AAA.xy
for example:
Figure 5g-Setup 2a &gt; 450gGlycine-kgWater &gt; Polymorphic identification &gt; FTIR &gt; Sample 66G.txt

The data from quenched experiments presented in SI Figure 2 in the Supplementary Information (see SI Figure 2.pdf) is also available under:
SI Figure 2-Setup 1c &gt; YYYgGlycine-kgWater &gt; Polymorphic identification &gt; FTIR &gt; Sample AAA.txt
DOI: 10.5281/zenodo.2574154
title: Empirical Analysis of Performance Changes at Code Level - Analysis and Measurement Data

description: This dataset contains the information of the paper 'Empirical Analysis of Performance Changes at Code Level'. In particular, it contains 4 folders:<br>
(1) the versions where performance could have changed based on regression test selection (dependencies)<br>
(2) the measurement data and the derived performance changes (measurement)<br>
(3) the tracediffs (tracediffs) and<br>
(4) the properties of the changes and the manual classification of the changes (properties).<br>
The folders contain READMEs with detailed information about each folder.
DOI: 10.5281/zenodo.2574155
title: Empirical Analysis of Performance Changes at Code Level - Analysis and Measurement Data

description: This dataset contains the information of the paper 'Empirical Analysis of Performance Changes at Code Level'. In particular, it contains 4 folders:<br>
(1) the versions where performance could have changed based on regression test selection (dependencies)<br>
(2) the measurement data and the derived performance changes (measurement)<br>
(3) the tracediffs (tracediffs) and<br>
(4) the properties of the changes and the manual classification of the changes (properties).<br>
The folders contain READMEs with detailed information about each folder.
DOI: 10.5281/zenodo.2574326
title: Results from "Binary Reduction of Dependency Graphs"

description: The raw data of the reduction of the 238 bugs as extracted from the runs of the four algorithms ddmin, verify, closure, binary. An extra column also exists that describes the run of Binary Reduction on the list of classes directly.

The columns in `deliverable.csv` are predicate (the name of the decompiler), name (the name of the project we ran on), size (number of classes), scc (number of strongly connected components). Then for each tool we have size, scc (final size and scc), iters (iterations to last success), total-iters (iterations before finishing), time (time to last success (s)), total-time (time before finishing), timeout (did the predicate timeout, or succeed), check (did the bug still exist after reduction)

The `benchmarks.csv` covers basic statistics about the programs used in the results. Lib is the number of library classes, LOC is lines of source code in the program, classes are the number of classes, edges are the edges in the dependency graph, degree is the average in and out degree in the graph, scc is the number of strongly connected components, out_degree and in_degree is the median in and out degree in the graph.
DOI: 10.17909/t9-7vzv-2j06
title: NGC3147
DOI: 10.3886/e106060v2
title: European Business Performance Database

description: The European Business Performance database describes the performance of the largest enterprises in the twentieth century. It covers eight countries that together consistently account for above 80 per cent of western European GDP: Great Britain, Germany, France, Belgium, Italy, Spain, Sweden, and Finland. Data have been collected for five benchmark years, namely on the eve of WWI (1913), before the Great Depression (1927), at the extremes of the golden age (1954 and 1972), and in 2000.<br><br>The database is comprised of two distinct datasets. The Small Sample (625 firms) includes the largest enterprises in each country across all industries (economy-wide). To avoid over-representation of certain countries and sectors, countries contribute a number of firms that is roughly proportionate to the size of the economy: 30 firms from Great Britain, 25 from Germany, 20 from France, 15 from Italy, 10 from Belgium, Spain, and Sweden, and 5 from Finland. By the same token, a cap has been set on the number of financial firms entering the sample, so that they range between up to 6 for Britain and 1 for Finland.<br><br>The second dataset, or Large Sample (1,167 firms), is made up of the largest firms per industry. Here industries are so selected as to take into account long-term technological developments and the rise of entirely new products and services. Firms have been individually classified using the two-digit ISIC Rev. 3.1 codes, then grouped under a manageable number of industries. To some extent and broadly speaking, the two samples have a rather distinct focus: the Small Sample is biased in favour of sheer bigness, whereas the Large Sample emphasizes industries.<br>As far as size and performance indicators are concerned, total assets has been picked as the main size measure in the first three benchmarks, turnover in 1972 and 2000 (financial intermediaries, though, are ranked by total assets throughout the database). Performance is gauged by means of two financial ratios, namely return on equity and shareholders’ return, i.e. the percentage year-on-year change in share price based on year-end values. In order to smooth out volatility, at each benchmark performance figures have been averaged over three consecutive years (for instance, performance in 1913 reflects average performance in 1911, 1912, and 1913).<br>All figures were collected in national currency and converted to US dollars at current year-average exchange rates.<br>
DOI: 10.5281/zenodo.2574325
title: Results from "Binary Reduction of Dependency Graphs"

description: The raw data of the reduction of the 238 bugs as extracted from the runs of the four algorithms ddmin, verify, closure, binary. An extra column also exists that describes the run of Binary Reduction on the list of classes directly.

The columns in `deliverable.csv` are predicate (the name of the decompiler), name (the name of the project we ran on), size (number of classes), scc (number of strongly connected components). Then for each tool we have size, scc (final size and scc), iters (iterations to last success), total-iters (iterations before finishing), time (time to last success (s)), total-time (time before finishing), timeout (did the predicate timeout, or succeed), check (did the bug still exist after reduction)

The `benchmarks.csv` covers basic statistics about the programs used in the results. Lib is the number of library classes, LOC is lines of source code in the program, classes are the number of classes, edges are the edges in the dependency graph, degree is the average in and out degree in the graph, scc is the number of strongly connected components, out_degree and in_degree is the median in and out degree in the graph.
DOI: 10.5286/isis.e.rb1910399-1
title: 1910399