cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17288954
title: ReESH_NM-jerGSH: Jornada Experimental Range - Grassy shrubland

description: Regional Ecosystem Soil Hydraulics (ReESH) Project:NM-jerGSH: Jornada Experimental Range - Grassy shrubland

The ReESH Database includes soil characteristics of soil samples and corresponding soil water retention curves, which enable the conversion of soil water content to soil water potential.

Database Files: 1) Soil Characteristics:

"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Latitude" -- Site Latitude"Longitude" -- Site Longitude"Veg" -- International Geosphere-Biosphere Program (IGBP) "Depth_cm" -- Sample Collection Depth (cm)"Depth" -- Sample Collection Depth (cm)"CLAY" -- Percent Clay (%)"SILT" -- Percent Silt (%)"SAND" -- Percent Sand (%)"RootBiomass_g" -- Fine Root biomass (g per 250mL soil)"Pct_OM" -- Percent Organic Matter (%)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)"Med_KsSoil_m_s" -- Median Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Min_KsSoil_m_s" -- Minimum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Max_KsSoil_m_s" -- Maximum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"SD_KsSoil_m_s" -- Standard Deviation in Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"KS_Soil_Flag" -- QAQC flags for Saturated Hydraulic Conductivity measurements (0==good; 1==suspect and use with caution)

2) Soil Water Retention Curves:"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Plot" -- Site Personnel Defined Pit Identifier "Depth_cm" -- Sample Collection Depth (cm)"MPa_Abs" -- Sample Water Potential (-MPa)"Vol_Water" -- Sample Water Content (%)"Hypropfilter" -- Instrument Code (1==WP4C; 2==HyProp)"Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)
DOI: 10.5281/zenodo.17288615
title: ReESH_NM-jerBGG: Jornada Experimental Range - Black grama grassland

description: Regional Ecosystem Soil Hydraulics (ReESH) Project:NM-jerBGG: Jornada Experimental Range - Black grama grassland

The ReESH Database includes soil characteristics of soil samples and corresponding soil water retention curves, which enable the conversion of soil water content to soil water potential.

Database Files: 1) Soil Characteristics:

"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Latitude" -- Site Latitude"Longitude" -- Site Longitude"Veg" -- International Geosphere-Biosphere Program (IGBP) "Depth_cm" -- Sample Collection Depth (cm)"Depth" -- Sample Collection Depth (cm)"CLAY" -- Percent Clay (%)"SILT" -- Percent Silt (%)"SAND" -- Percent Sand (%)"RootBiomass_g" -- Fine Root biomass (g per 250mL soil)"Pct_OM" -- Percent Organic Matter (%)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)"Med_KsSoil_m_s" -- Median Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Min_KsSoil_m_s" -- Minimum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Max_KsSoil_m_s" -- Maximum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"SD_KsSoil_m_s" -- Standard Deviation in Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"KS_Soil_Flag" -- QAQC flags for Saturated Hydraulic Conductivity measurements (0==good; 1==suspect and use with caution)

2) Soil Water Retention Curves:"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Plot" -- Site Personnel Defined Pit Identifier "Depth_cm" -- Sample Collection Depth (cm)"MPa_Abs" -- Sample Water Potential (-MPa)"Vol_Water" -- Sample Water Content (%)"Hypropfilter" -- Instrument Code (1==WP4C; 2==HyProp)"Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)
DOI: 10.5281/zenodo.17288616
title: ReESH_NM-jerBGG: Jornada Experimental Range - Black grama grassland

description: Regional Ecosystem Soil Hydraulics (ReESH) Project:NM-jerBGG: Jornada Experimental Range - Black grama grassland

The ReESH Database includes soil characteristics of soil samples and corresponding soil water retention curves, which enable the conversion of soil water content to soil water potential.

Database Files: 1) Soil Characteristics:

"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Latitude" -- Site Latitude"Longitude" -- Site Longitude"Veg" -- International Geosphere-Biosphere Program (IGBP) "Depth_cm" -- Sample Collection Depth (cm)"Depth" -- Sample Collection Depth (cm)"CLAY" -- Percent Clay (%)"SILT" -- Percent Silt (%)"SAND" -- Percent Sand (%)"RootBiomass_g" -- Fine Root biomass (g per 250mL soil)"Pct_OM" -- Percent Organic Matter (%)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)"Med_KsSoil_m_s" -- Median Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Min_KsSoil_m_s" -- Minimum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"Max_KsSoil_m_s" -- Maximum Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"SD_KsSoil_m_s" -- Standard Deviation in Saturated Hydraulic Conductivity (m s^-1) -minimum three replicates"KS_Soil_Flag" -- QAQC flags for Saturated Hydraulic Conductivity measurements (0==good; 1==suspect and use with caution)

2) Soil Water Retention Curves:"Site" -- Site Name (AmeriFlux Site Code)"Sample_ID" -- Unique Sample Identifier "Plot" -- Site Personnel Defined Pit Identifier "Depth_cm" -- Sample Collection Depth (cm)"MPa_Abs" -- Sample Water Potential (-MPa)"Vol_Water" -- Sample Water Content (%)"Hypropfilter" -- Instrument Code (1==WP4C; 2==HyProp)"Sampling_Date" -- Date of Sample Collection (YYYY-MM-DD)"Bulk_Den_g_m3" -- Sample Bulk Density (g m^-3)
DOI: 10.5281/zenodo.17388128
title: Dataset - Decoding the Configuration of AI Coding Agents: Insights from Claude Code Projects

description: data.json

It contains a collection of the 100 most popular repositories on GitHub, where for each repository, we have the CLAUDE.md files.

Root object containing two main properties:





collection_metadata (object): Aggregated statistics about the collection process



Collection date, method, and script version

Repository counts (analyzed, with/without CLAUDE files, failed)

Success metrics (rate percentage, total files found)

Redirect statistics (repositories and files using redirects)





repositories (array): List of 100 repository objects, each containing:



repository_info (object): GitHub metadata including name, URL, owner, description, stars, language, topics, dates, forks, and commits

collection_metadata (object): Per-repository collection details (timestamp, method, contributor count, files found)

claude_files (array): CLAUDE.md files discovered in the repository, each with:



File metadata: name, path, size, SHA hash

URLs: HTML view, API endpoint, raw download

Content: primary markdown content (content) and optional redirected content (redirected_content) for repositories using alternative documentation paths

Discovery metadata: method used, redirect flags, content lengths



claude_files_count (integer): Total files in repository

total_content_length (integer): Sum of all content lengths




 

RQ1.csv

Collection of titles ## extracted from data.json and their semantic categorization, and the URL of CLAUDE.md file from which this title was extracted.

Structure:



title (string): H2 section heading extracted from CLAUDE.md content

cluster_name (string): Semantic category assigned to the title (e.g., "Architecture", "Testing", "Development Guidelines", "Unclear")

url_claude (string): GitHub URL of the source CLAUDE.md file


RQ2.csv

Association of the type with the title and its categorization.

Structure:



cluster_name (string): Semantic category of the title.

title (string): Semicolon-separated list of H2 titles mapped to this category within the file

type (string): Comma-separated content types detected in the section (CODE, TEXT, LINK, DIAGRAM)



CODE: Fenced code blocks with explicit language identifiers

TEXT: Regular markdown text content

LINK: Markdown inline links [text](url)

DIAGRAM: Explicit mermaid diagram blocks



url_claude (string): GitHub URL of the source CLAUDE.md file


RQ3.csv

Result of FPMax associated with the data categorization.

Structure: 



clusters (string): Semicolon-separated list of co-occurring category names

size (integer): Number of categories in the co-occurrence pattern (2 or 3)

support (float): Proportion of the 328 total files containing this exact pattern (range: 0.0-1.0)

count (integer): Absolute number of CLAUDE.md files exhibiting this pattern

example_name (string): Example of section titles related to the extracted common patterns.
DOI: 10.5281/zenodo.17388127
title: Dataset - Decoding the Configuration of AI Coding Agents: Insights from Claude Code Projects

description: data.json

It contains a collection of the 100 most popular repositories on GitHub, where for each repository, we have the CLAUDE.md files.

Root object containing two main properties:





collection_metadata (object): Aggregated statistics about the collection process



Collection date, method, and script version

Repository counts (analyzed, with/without CLAUDE files, failed)

Success metrics (rate percentage, total files found)

Redirect statistics (repositories and files using redirects)





repositories (array): List of 100 repository objects, each containing:



repository_info (object): GitHub metadata including name, URL, owner, description, stars, language, topics, dates, forks, and commits

collection_metadata (object): Per-repository collection details (timestamp, method, contributor count, files found)

claude_files (array): CLAUDE.md files discovered in the repository, each with:



File metadata: name, path, size, SHA hash

URLs: HTML view, API endpoint, raw download

Content: primary markdown content (content) and optional redirected content (redirected_content) for repositories using alternative documentation paths

Discovery metadata: method used, redirect flags, content lengths



claude_files_count (integer): Total files in repository

total_content_length (integer): Sum of all content lengths




 

RQ1.csv

Collection of titles ## extracted from data.json and their semantic categorization, and the URL of CLAUDE.md file from which this title was extracted.

Structure:



title (string): H2 section heading extracted from CLAUDE.md content

cluster_name (string): Semantic category assigned to the title (e.g., "Architecture", "Testing", "Development Guidelines", "Unclear")

url_claude (string): GitHub URL of the source CLAUDE.md file


RQ2.csv

Association of the type with the title and its categorization.

Structure:



cluster_name (string): Semantic category of the title.

title (string): Semicolon-separated list of H2 titles mapped to this category within the file

type (string): Comma-separated content types detected in the section (CODE, TEXT, LINK, DIAGRAM)



CODE: Fenced code blocks with explicit language identifiers

TEXT: Regular markdown text content

LINK: Markdown inline links [text](url)

DIAGRAM: Explicit mermaid diagram blocks



url_claude (string): GitHub URL of the source CLAUDE.md file


RQ3.csv

Result of FPMax associated with the data categorization.

Structure: 



clusters (string): Semicolon-separated list of co-occurring category names

size (integer): Number of categories in the co-occurrence pattern (2 or 3)

support (float): Proportion of the 328 total files containing this exact pattern (range: 0.0-1.0)

count (integer): Absolute number of CLAUDE.md files exhibiting this pattern

example_name (string): Example of section titles related to the extracted common patterns.
DOI: 10.15468/dl.h34bh2
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "InstitutionKey is one of (52ed0034-fd58-4f17-95e5-d565fc9f068e)",
 "GadmGid is one of (USA.2_1)",
 "VerbatimScientificName is one of (branta bernicla nigricans)"
 ]
 }
 ]
}

 The dataset includes 14 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021829-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.355tr4
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-95.02203 29.37705,-93.13925 29.79072,-92.8202 29.81968,-92.79347 31.37507,-93.50624 32.60712,-96.34289 32.75105,-95.70942 30.65474,-95.02203 29.37705))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (April, May)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hyla cinerea",
 "Year 2015-2025"
 ]
}

 The dataset includes 474 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021831-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezr9d7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is GBIF Backbone Taxonomy"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021832-251025141854904/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2lc6mt
title: CCDC 2394056: Experimental Crystal Structure Determination

description: Related Article: Fu-Shuai Li, En-He Huang, Zi-Wei Ge, Du Luo, Cai-Ming Wang, Bo Zhou, Long-Wu Ye, Zhou Xu|2025|Chin.J.Chem.|43|2291|doi:10.1002/cjoc.70108
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.cc2lc6nv
title: CCDC 2394057: Experimental Crystal Structure Determination

description: Related Article: Fu-Shuai Li, En-He Huang, Zi-Wei Ge, Du Luo, Cai-Ming Wang, Bo Zhou, Long-Wu Ye, Zhou Xu|2025|Chin.J.Chem.|43|2291|doi:10.1002/cjoc.70108
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.cc2lrnmn
title: CCDC 2406022: Experimental Crystal Structure Determination

description: Related Article: Siddhima Sharma, Lalima Sharma, Narendra Chauhan, Renu Rathore, Afsar Ali, Neeraj Kumar, D. Vijay, MANGALSHREE DULAWAT|2025|Chem. Sel.|10|e01192|doi:10.1002/slct.202501192
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.cc2m2w0m
title: CCDC 2415830: Experimental Crystal Structure Determination

description: Related Article: Philipp Boos, Neeraj Kumar Pandit, Suman Dana, Tristan von Münchow, Airu Hashidoko, Laura Haberstock, Regine Herbst-Irmer, Dietmar Stalke, Lutz Ackermann|2025|ChemistryEurope|3|e202500071|doi:10.1002/ceur.202500071
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.cc2mg4hr
title: CCDC 2426664: Experimental Crystal Structure Determination

description: Related Article: Yaru Niu, Jie Liu, Qiting Wu, Xin Xie, Zhongxian Li, Yuan-Ye Jiang, Yuanhong Liu|2025|Chin.J.Chem.|43|2285|doi:10.1002/cjoc.70106
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.cc2mpx8j
title: CCDC 2434128: Experimental Crystal Structure Determination

description: Related Article: Xueying Yang, Yuanshuang Xu, Shasha Ye, Xinying Zhang, Xuesen Fan|2025|Chin.J.Chem.|43|2307|doi:10.1002/cjoc.70111
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.cc2k2ns3
title: CCDC 2356055: Experimental Crystal Structure Determination

description: Related Article: Xi Jiming, Teng Yukang, Zhang Rui, Lu Zhenzhong|2025|Wuji Huaxue Xuebao|41|847|doi:10.11862/CJIC.20240367
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.cc2mx33s
title: CCDC 2440075: Experimental Crystal Structure Determination

description: Related Article: Xi Jiming, Teng Yukang, Zhang Rui, Lu Zhenzhong|2025|Wuji Huaxue Xuebao|41|847|doi:10.11862/CJIC.20240367
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.cc2k2nv5
title: CCDC 2356057: Experimental Crystal Structure Determination

description: Related Article: Xi Jiming, Teng Yukang, Zhang Rui, Lu Zhenzhong|2025|Wuji Huaxue Xuebao|41|847|doi:10.11862/CJIC.20240367
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.cc2k2nw6
title: CCDC 2356058: Experimental Crystal Structure Determination

description: Related Article: Xi Jiming, Teng Yukang, Zhang Rui, Lu Zhenzhong|2025|Wuji Huaxue Xuebao|41|847|doi:10.11862/CJIC.20240367
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.cc2k2nx7
title: CCDC 2356059: Experimental Crystal Structure Determination

description: Related Article: Xi Jiming, Teng Yukang, Zhang Rui, Lu Zhenzhong|2025|Wuji Huaxue Xuebao|41|847|doi:10.11862/CJIC.20240367
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.cc2n55cd
title: CCDC 2447833: Experimental Crystal Structure Determination

description: Related Article: Nan Pan, Shuhong Liu, Weichen Tan, Linbin Yao, Jialin Xie, Kelong Zhu, Chunman Jia|2025|Aggregate|6|e70171|doi:10.1002/agt2.70171
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.cc2n55df
title: CCDC 2447834: Experimental Crystal Structure Determination

description: Related Article: Nan Pan, Shuhong Liu, Weichen Tan, Linbin Yao, Jialin Xie, Kelong Zhu, Chunman Jia|2025|Aggregate|6|e70171|doi:10.1002/agt2.70171
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.cc2n55fg
title: CCDC 2447835: Experimental Crystal Structure Determination

description: Related Article: Nan Pan, Shuhong Liu, Weichen Tan, Linbin Yao, Jialin Xie, Kelong Zhu, Chunman Jia|2025|Aggregate|6|e70171|doi:10.1002/agt2.70171
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.cc2n73tv
title: CCDC 2449707: Experimental Crystal Structure Determination

description: Related Article: Elavarasan Selvaraj, Purushothaman Thulasidaran, Subramaniyan Mannathan, Baburaj Baskar|2025|Asian J.Org.Chem|14|e00404|doi:10.1002/ajoc.202500404
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.cc2npp8b
title: CCDC 2463702: Experimental Crystal Structure Determination

description: Related Article: Arnau Rodríguez-Rubio, He Zhu, Ka Man Cheung, Igor Rončević, Lene A. Gödde, Janko Hergenhahn, Joshua L. Field, Prakhar Gupta, Wojciech Stawski, Henrik Gotfredsen, Joseph Straw, Matthew Edmondson, James O’Shea, Alex Saywell, and Harry L. Anderson|2025|Science|390|290|doi:10.1126/science.adz8900
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.