cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.322467
title: Nickel

description: This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage repeatable, verifiable, refutable, and/or improvable predictive models of software engineering.


	
	Title: Nickle Repository Transaction Data
	
	
	Sources: (a) Original creators of database: Bart Massey 01 503 725-5393 Computer Science Dept. PO Box 751 MS CMPS Portland State University Portland, OR USA 97207-0751 bart@cs.pdx.edu
	


(b) Donor of database: owner

(c) Date received: 31 March 2005


	
	Past Usage: none
	
	
	Relevant Information:
	


This dataset was assembled by analyzing the publicly-available CVS archives of the Nickle programming language (http://nickle.org) using a modified version of CVSAnalY (http://metricsgrimoire.github.io/CVSAnalY). It is intended for a wide variety of uses, and thus no dependent variable is specified. See Massey’s PROMISE 2005 paper, “Longitudinal Analysis of Long-Timescale Open Source Repository Data”, for further information.


	
	Number of Instances: 2972
	
	
	Number of Attributes: 10 (incl. 2 inferred)
	
	
	Attribute information:

	
		Inferred filetype:
		
			non-numeric—nominal
			9 values (documentation,images,i18n,ui,multimedia,code,build,devel-doc,unknown)
		
		
		File Pathname: UNIX relative path name
		
			non-numeric—structured
			15 directories, 265 files
		
		
		Revision: dotted-decimal revision string
		
			non-numeric—structured
			161 unique revision numbers
		
		
		Author ID: integer identifier
		
			non-numeric—nominal
			6 unique authors
		
		
		Lines added: integer
		
			numeric—integer
			MIN: 0 MAX: 1011 MEAN: 24.0148 STDEV: 65.6858
		
		
		Lines removed: integer
		
			numeric—integer
			MIN: 0 MAX: 678 MEAN: 11.6413 STDEV: 42.4373)
		
		
		File has since been removed (“in Attic”): boolean (0, 1)
		
			non-numeric—nominal
			11.98% positive
		
		
		Commit has CVS_SILENT flag: boolean (0, 1)
		
			non-numeric—nominal
			never set
		
		
		Inferred that committer was not author: boolean (0, 1)
		
			non-numeric—nominal
			never set
		
		
		Commit date: date
		
			MIN: “1999-01-13 06:22:11” MAX: “2005-01-14 16:58:53”
			Note: CVS has trouble with timezones; we assume all dates are UTC.
		
		
	
	
	
	Missing Attribute Values:
	



	unknown inferred filetype (attr 1): 69



	Class Distribution: N/A
DOI: 10.5281/zenodo.322468
title: Xfree

description: This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage repeatable, verifiable, refutable, and/or improvable predictive models of software engineering.


	
	Title: XFree86 Repository Transaction Data
	
	
	Sources: (a) Original creators of database: Bart Massey 01 503 725-5393 Computer Science Dept. PO Box 751 MS CMPS Portland State University Portland, OR USA 97207-0751 bart@cs.pdx.edu
	


(b) Donor of database: owner

(c) Date received: 31 March 2005


	
	Past Usage: none
	
	
	Relevant Information:
	


This dataset was assembled by analyzing the publicly-available CVS archives of the XFree86 Project http://xfree86.org)) using a modified version of CVSAnalY (https://github.com/MetricsGrimoire/CVSAnalY) It is intended for a wide variety of uses, and thus no dependent variable is specified. See Massey’s PROMISE 2005 paper, “Longitudinal Analysis of Long-Timescale Open Source Repository Data”, for further information. Note that on 487 occasions, a negative lines-added count was recorded by CVSAnalY, apparently due to a bug. These entries should probably be repaired or at least filtered out.


	
	Number of Instances: 175658
	
	
	Number of Attributes: 10 (incl. 2 inferred)
	
	
	Attribute information:

	
		Inferred filetype:
		
			non-numeric—nominal
			9 values (documentation,images,i18n,ui,multimedia,code,build,devel-doc,unknown)
		
		
		File Pathname: UNIX relative path name
		
			non-numeric—structured
			1935 directories, 27009 files
		
		
		Revision: dotted-decimal revision string
		
			non-numeric—structured
			7182 unique revision numbers
		
		
		Author ID: integer identifier
		
			non-numeric—nominal
			21 unique authors
		
		
		Lines added: integer
		
			numeric—integer
			MIN: 0 MAX: 699789 MEAN: 124.274 STDEV: 2450.66
			MIN: 0 MAX: 70554 MEAN: 41.3577 STDEV: 407.737
			(excl. images, multimedia)
			Note: on 487 occasions, a negative lines-added count was recorded by CVSAnalY, apparently due to a bug. In the summary statistics reported in this comment, these additions are not counted.
		
		
		Lines removed: integer
		
			numeric—integer
			MIN: 0 MAX: 123751 MEAN: 27.8503 STDEV: 624.008
			MIN: 0 MAX: 55664 MEAN: 17.3073 STDEV: 294.047
			(excl. images, multimedia)
		
		
		File has since been removed (“in Attic”): boolean (0, 1)
		
			non-numeric—nominal
			40.67% positive
		
		
		Commit has CVS_SILENT flag: boolean (0, 1)
		
			non-numeric—nominal
			never set
		
		
		Inferred that committer was not author: boolean (0, 1)
		
			non-numeric—nominal
			1.04% positive
		
		
		Commit date: date
		
			MIN: “1994-04-27 07:07:10” MAX: “2005-02-19 02:22:07”
			Note: CVS has trouble with timezones; we assume all dates are UTC.
		
		
	
	
	
	Missing Attribute Values:
	



	unknown inferred filetype (attr 1): 18719



	Class Distribution: N/A
DOI: 10.14457/kmutt.res.2004.42
title: ระบบความจริงเสริมสำหรับการถ่ายทอดทักษะการประกอบชิ้นงาน /
DOI: 10.14457/kmutt.res.2007.35
title: ระบบคัดแยกคุณภาพแผ่นยางพาราโดยการประมวลผลภาพ /
DOI: 10.14457/kmutt.res.2009.121
title: ระบบค้นหาวัตถุที่สนใจอัตโนมัติ บนวิดีทัศน์แบบหลายทรรศนะ /
DOI: 10.5281/zenodo.322469
title: Xorg

description: This is a PROMISE Software Engineering Repository data set made publicly available in order to encourage repeatable, verifiable, refutable, and/or improvable predictive models of software engineering.


	
	Title: X.org Repository Transaction Data
	
	
	Sources: (a) Original creators of database: Bart Massey 01 503 725-5393 Computer Science Dept. PO Box 751 MS CMPS Portland State University Portland, OR USA 97207-0751 bart@cs.pdx.edu
	


(b) Donor of database: owner

(c) Date received: 31 March 2005


	
	Past Usage: none
	
	
	Relevant Information:
	


This dataset was assembled by analyzing the publicly-available CVS archives of X.org (http://x.org) available on freedesktop.org (http://freedesktop.org) using a modified version of CVSAnalY (http://metricsgrimoire.github.io/CVSAnalY.) It is intended for a wide variety of uses, and thus no dependent variable is specified. See Massey’s PROMISE 2005 paper, “Longitudinal Analysis of Long-Timescale Open Source Repository Data”, for further information. Note that on 668 occasions, a negative lines-added count was recorded by CVSAnalY, apparently due to a bug. These entries should probably be repaired or at least filtered out.


	
	Number of Instances: 136435
	
	
	Number of Attributes: 10 (incl. 2 inferred)
	
	
	Attribute information:

	
		Inferred filetype:
		
			non-numeric—nominal
			9 values (documentation,images,i18n,ui,multimedia,code,build,devel-doc,unknown)
		
		
		File Pathname: UNIX relative path name
		
			non-numeric—structured
			1567 directories, 20382 files
		
		
		Revision: dotted-decimal revision string
		
			non-numeric—structured
			1740 unique revision numbers
		
		
		Author ID: integer identifier
		
			non-numeric—nominal
			42 unique authors
		
		
		Lines added: integer
		
			numeric—integer
			MIN: 0 MAX: 132642 MEAN: 81.9752 STDEV: 1221.55
			MIN: 0 MAX: 26150 MEAN: 38.7436 STDEV: 354.985
			(excl. images, multimedia)
			Note: on 668 occasions, a negative lines-added count was recorded by CVSAnalY, apparently due to a bug. In the summary statistics reported in this comment, these additions are not counted.
		
		
		Lines removed: integer
		
			numeric—integer
			MIN: 0 MAX: 11765 MEAN: 16.0445 STDEV: 143.589
			MIN: 0 MAX: 11765 MEAN: 13.9409 STDEV: 128.19
			(excl. images, multimedia)
		
		
		File has since been removed (“in Attic”): boolean (0, 1)
		
			non-numeric—nominal
			21.19% positive
		
		
		Commit has CVS_SILENT flag: boolean (0, 1)
		
			non-numeric—nominal
			never set
		
		
		Inferred that committer was not author: boolean (0, 1)
		
			non-numeric—nominal
			0.46% positive
		
		
		Commit date: date
		
			MIN: “2003-11-14 15:54:29” MAX: “2005-02-19 16:00:13”
			Note: CVS has trouble with timezones; we assume all dates are UTC.
		
		
	
	
	
	Missing Attribute Values:
	



	unknown inferred filetype (attr 1): 17280



	Class Distribution: N/A
DOI: 10.5281/zenodo.322470
title: Abacus2013

description: This archive contains all the logs, datasets and results of the 255 combinations of the 8 injected faults, as well as the 8 executions of untouched and uninstrumented versions of Wordpress.

Each folder of this archive relates to a different scenario and has all the log files (including the standard output and standard error messages) and ABACUS tools’ output files generated during the experiment processing.

Each folder present the following structure:

ABACUS.stdout - File with the standard output messages

ABACUS.stderr - File with the standard error messages (includes the time and memory used in each execution)

ABACUS.log - File with the PHPunit TAP log result

ABACUS.matrix - File with the SFL’s hit-spectra matrix and the error vector

ABACUS.components - File with the map between the SFL’s hit spectra matrix and the correspondent code component

ABACUS.staccato - File with the result of the STACCATO tool

ABACUS.barinel - File with the result of the BARINEL tool

Note that the “vanilla” folders only have ABACUS.stdout, ABACUS.stderr and ABACUS.log files, because are related to the untouched and uninstrumented versions of Wordpress, and the ABACUS toolset was not used.
DOI: 10.5517/ccdc.csd.cc14dgjj
title: CCDC 1054667: Experimental Crystal Structure Determination

description: Related Article: Xiao-Ling Li, Guang-Zhen Liu, Ling-Yun Xin, Gui-Lian Li, Lu-Feng Ma, Jing-Wen Li|2015|Indian J.Chem.|54A|1098|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1nhxvx
title: CCDC 1534650: Experimental Crystal Structure Determination

description: Related Article: F. W. Heinemann, D. Munz, K. Meyer|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1nhxwy
title: CCDC 1534651: Experimental Crystal Structure Determination

description: Related Article: F. W. Heinemann, D. Munz, K. Meyer|2017|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.14457/kmutt.res.2003.57
title: ระบบขับเคลื่อนมอเตอร์กระแสตรงแบบกระตุ้นแยกไร้เซนเซอร์วัดความเร็ว โดยใช้ตัวสังเกตแบบปรับตัว /
DOI: 10.14457/kmutt.res.2008.76
title: ระบบความจริงเสริมบนสภาพแวดล้อม ที่เน้นการสัมผัสสำหรับการเรียนรู้ /
DOI: 10.14457/kmutt.res.2008.77
title: ระบบความจริงเสริม สำหรับการปรากฎทางไกลเพื่อการเรียนรู้ /
DOI: 10.14457/kmutt.res.2008.78
title: ระบบการเรียนรู้แบบทำซ้ำโดยการป้อนกลับด้วยภาพสำหรับหุ่นยนต์เขนกล /
DOI: 10.14457/kmutt.res.2008.79
title: ระบบการสื่อสารผ่านเสียงของคนกับเครื่อง สำหรับใช้กับรถเข็นคนพิการอัตโนมัติ /
DOI: 10.14457/kmutt.res.2009.123
title: ระบบขับเคลื่อนที่ควบคุมด้วยดิจิตอล ของอัลตร้าโซนิกมอเตอร์ /
DOI: 10.5281/zenodo.322471
title: Ahgreen

description: The LICENSE for the Source Code is generally GPL-2+ or GPL-2 compatible.

For DATA creativecommons.org/licenses/by/4.0 The LICENSE for the Data is CC-BY 4.0 please attribute Abram Hindle using the following instructions:

To properly attribute Abram Hindle on as per the requirements of CC-BY 4.0, citation to the MSR Data Track paper or Abram Hindle’s Green Mining paper are fine:

@inproceedings{hindle2012green, title={Green mining: A methodology of relating software change to power consumption}, author={Hindle, Abram}, booktitle={Mining Software Repositories (MSR), 2012 9th IEEE Working Conference on}, pages={78--87}, year={2012}, organization={IEEE} }
DOI: 10.5281/zenodo.322473
title: Energyso

description: <strong>Title:</strong> title of question on SO (Stack Overflow)

<strong>Id:</strong> the ID of the question on SO. Navigate to the question by going tostackoverflow.com/questions/\&lt;Id\&gt;

<strong>Count:</strong> where count is n, the n-th SO sample question in the dataset. The sample above is the 54th question.

<strong>Tags:</strong> tags applied to the question on SO

<strong>Answers:</strong> the number of answers used on SO.

<strong>AcceptedAnswer:</strong> the id of the accepted answer. Navigate to that answer by going tostackoverflow.com/questions/\&lt;Id\&gt;/#\&lt;AcceptedAnswer\&gt;

<strong>Created:</strong> creation timestamp of the question

<strong>Body:</strong> HTML contents of the question

<strong>Popularity:</strong> a normalized measure of question popularity as a comparison between energy consumption questions and average SO questions.


	PopularityP = S + A + C + F + V
	S = question score (combination of upvotes and downvotes)
	A = number of answers
	C = number of comments
	F = number of favoritizations
	V = number of views when question was collected


Each variable is normalized by taking the variable and dividing it by the average of that value for all Stack Overflow questions.
DOI: 10.5281/zenodo.322474
title: Greentrace

description: The datasets consist of energy consumption of applications over multiple versions, associated with execution traces under various test cases.

Our datasets were generated by analyzing two open source applications, the text editor gedit and the audio player mpg123. For each application, we have built multiple versions and developed two test cases to gather the data. The data gathered from each test case forms a dataset and it contains the mean power consumption and the corresponding invocation count of system calls for each version. Each dataset is in CSV format and each row in the CSV file represents the data of each application version. The number of columns in each dataset varies because of the number of different system calls traced in different applications as well as test cases. But the first column is always the mean power consumption of each application version ordered chronologically. The rest of the columns are different system calls and each entry shows the number of system call invocations.

Explanation of the text files


	gedit-versionsstores the gedit version numbers we have tested under text editing and syntax highlighting test cases.
	gedit-commit-versionstores the tested gedit version numbers with the corresponding git commit hash.
	mpg123-play-mp3-versionsstores the mpg123 version numbers we have tested under mp3 playing test case.
	mpg123-play-stream-versionsstores the mpg123 version number we have tested under stream playing test case.


License

The LICENSE for the Source Code is generally GPL-2+ or GPL-2 compatible.

For DATA creativecommons.org/licenses/by/4.0 The LICENSE for the Data is CC-BY 4.0 please attribute Abram Hindle using the following instructions:

To properly attribute Chenlei Zhang on as per the requirements of CC-BY 4.0:

@MastersThesis{zhang2013thesis, author = {Chenlei Zhang}, title = {The Impact of User Choice and Software Change on Energy Consumption}, school = {University of Alberta}, year = {2013} }
DOI: 10.5281/zenodo.322475
title: Bike

description: This data contains the “bike” example from Automatically finding the control variables for complex system behavior, Gregory Gay, Tim Menzies, Misty Davies, Karen Gundy-Burlet , Automated Software Engineering May 2010.

Contributed by Misty Davies, NASA AMES, misty.davies AT gmail.com

The last two columns are derived from the others. The second last column is the noise (variance) on the power and should be minimized. The last column shows a cluster number for each row (and these clusters were generated via an unsupervised learning, working on all columns except the last two).
DOI: 10.5281/zenodo.322476
title: Quantitative

description: More information at http://openscience.us/repo/model/quantitative.html
DOI: 10.5281/zenodo.322478
title: Splot

description: The models below were generated automatically to support empirical studies on the performance and scalability of automated techniques for reasoning on feature models. In each generated model, each type of mandatory, optional, inclusive-OR and exclusive-OR feature was added with equal probability. The branching factor (number of children per parent node) of the feature tree varied from 1 to 6. The cross-tree constraints were generated as a single Random 3-CNF formula. More details about these kinds of generated feature models can be found in the section below about our feature model generator tool.
DOI: 10.5281/zenodo.322480
title: Project Planning

description: This dataset contains multiple models:


	A manually constructed domain model of the project planning domain based on the PMBOK guide
	4 manually constructed domain models of 2 project planning applications:
	
		One is based on a manual read of all the source code
		The other is based on manual full traversal of the UI
description: The model is written as a Rascal-MPL ADT.
DOI: 10.6084/m9.figshare.12974840
title: R0225_20180524a_videos

description: Rat 0225, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.322483
title: Cpm

description: Here are six existing real-world configurable systems with different characteristics: different sizes (42 thousand to 300 thousand lines of code, 192 to millions of configurations), different implementation languages (C, C++, and JAVA), and different configuration mechanisms (conditional compilation, configuration files, and command-line options). The dataset contains the whole population of each system, i.e., all configurations of each system and their performance measurements (the exception is SQLITE, for which the dataset contains 4,553 configurations for prediction modeling and 100 additional random configurations for prediction evaluation).

For each system, the performance has been measured using a standard benchmark, either delivered by its vendor (e.g., ORACLE’s standard benchmark for BERKELEY DB) or used widely in its application domain (e.g., AUTOBENCH and HTTPERF for the APACHE Web Server).
DOI: 10.5063/f1b56gp9
title: SNAPP - Hydraulic Fracturing -- Unconventional Oil and Gas Spills: Risks, Mitigation Priorities and State Reporting Requirements. Raw Data

description: Rapid growth in unconventional oil and gas (UOG) has produced jobs, revenue, and energy, but also concerns over spills and environmental risks. We assessed spill data related to 31,481 UOG wells in Colorado, New Mexico, North Dakota, and Pennsylvania between 2005 and 2014. We found between 0.4 to 15.7% of wells reported a spill each year. Median spill volumes ranged from 9.5 m3 in Pennsylvania to 4.9 m3 in New Mexico; large spills exceeding 100 m3 have also been reported. Spill rates differed with state reporting requirements. Seventy-five to 94% of spills occurred within the first three years of well life when wells were drilled, completed, and had their largest production volumes. Across all four states, 50% of spills were related to storage and moving fluids via flowlines. Enhanced and standardized regulatory requirements for reporting spills could improve the accuracy and speed by which these analyses could be undertaken to inform future policy and regulatory efforts, including the identification, prevention and mitigation of spill risks and potential environmental damage. As UOG expands within and outside of the U.S. our results and interactive spills data visualization tool can direct efforts to reduce the likelihood of spills. This raw data package is used as an input for the KNB Data Repository titled "SNAPP - Hydraulic Fracturing -- Unconventional Oil and Gas Spills: Risks, Mitigation Priorities and State Reporting Requirements. KNB Data Repository. doi:10.5063/F1W66HQG."
DOI: 10.5285/c39a32b2-1a30-4426-8389-2fae21ec60ad
title: Data Accompanying: Stream and Slope Weathering Effects on Organic-rich Mudstone Geochemistry and Implications for Hydrocarbon Source Rock Assessment: A Bowland Shale Case Study

description: These data accompany a manuscript, titled: Stream and Slope Weathering Effects on Organic-rich Mudstone Geochemistry and Implications for Hydrocarbon Source Rock Assessment: A Bowland Shale Case Study.  Data include:  1) A range of photographs from the outcrop, drill cores, sub-samples, 'weathering grades' and thin section microphotographs from the Bowland Shale;  2) The results of mineralogical (whole rock powder x-ray diffraction; XRD) analyses for 18 subsamples;  3) The results of inorganic geochemical analyses (LECO elemental C and S, x-ray fluorescence major and trace elements) for 18 subsamples;  4) The results of organic geochemical analyses (Rock-Eval pyrolysis, d13Corg) for 20 subsamples;  5) RStudio scripts used to conduct statistical analyses (e.g., Principal Components Analysis) and generation of figures. The data submitted for archiving were produced by Joe Emmings, NERC-funded PhD student at the University of Leicester and British Geological Survey, between 2014 and 2016.   The manuscript was submitted to the journal Chemical Geology in December 2016.  This study was funded by NERC grant NE/L002493/1, a part of the Central England Training Alliance (CENTA).
DOI: 10.15468/ipfgq5
title: Three new generic records and descriptions of four new species of jumping spiders (Araneae, Salticidae) from Sri Lanka

description: This dataset contains the digitized treatments in Plazi based on the original journal article Nilani Kanesharatnam, Suresh p. Benjamin (2016): Three new generic records and descriptions of four new species of jumping spiders (Araneae, Salticidae) from Sri Lanka. European Journal of Taxonomy 228: 1-23, DOI: 10.5852/ejt.2016.228, URL: http://www.europeanjournaloftaxonomy.eu/index.php/ejt/article/view/352
DOI: 10.15468/m2aiek
title: Two new Thiratoscirtus species from Gabon (Araneae, Salticidae, Thiratoscirtinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Michael Seiter, Wanda Wesolowska (2015): Two new Thiratoscirtus species from Gabon (Araneae, Salticidae, Thiratoscirtinae). European Journal of Taxonomy 123: 1-9, DOI: 10.5852/ejt.2015.123, URL: http://www.europeanjournaloftaxonomy.eu/index.php/ejt/article/view/245/448
DOI: 10.7284/123794
title: Multibeam Echosounder data collected during research cruise AT37-06 using a Kongsberg EM122 instrument system onboard the platform RV Atlantis

description: Original (unprocessed) data collected during a Field_expedition