cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc241dh3
title: CCDC 1967554: Experimental Crystal Structure Determination

description: Related Article: Chhanda Mukhopadhyay, Sayan Pramanik, Suman Ray, Suvendu Maity, Prasanta Ghosh|2021|Synthesis|53|2240|doi:10.1055/a-1384-1967
DOI: 10.5517/ccdc.csd.cc241p1y
title: CCDC 1967819: Experimental Crystal Structure Determination

description: Related Article: Chhanda Mukhopadhyay, Sayan Pramanik, Suman Ray, Suvendu Maity, Prasanta Ghosh|2021|Synthesis|53|2240|doi:10.1055/a-1384-1967
DOI: 10.5517/ccdc.csd.cc24c6vl
title: CCDC 1976989: Experimental Crystal Structure Determination

description: Related Article: JingWen Jia, Tsumoru Morimoto|2020|CSD Communication|||
description: Related Article: JingWen Jia, Tsumoru Morimoto, Yoshiko Yamaguchi, Hiroki Tanimoto, Kiyomi Kakiuchi|2021|Org.Lett.|23|4893|doi:10.1021/acs.orglett.1c01631
DOI: 10.5517/ccdc.csd.cc252h81
title: CCDC 1998392: Experimental Crystal Structure Determination

description: Related Article: Adriana Benavides, Hugo A. Jiménez-Vázquez, José Luis Avila-Melo, Alfredo Fuentes-Gutiérrez, Joaquín Tamariz|2021|Synthesis|53|2201|doi:10.1055/a-1385-9052
DOI: 10.5517/ccdc.csd.cc252h92
title: CCDC 1998393: Experimental Crystal Structure Determination

description: Related Article: Adriana Benavides, Hugo A. Jiménez-Vázquez, José Luis Avila-Melo, Alfredo Fuentes-Gutiérrez, Joaquín Tamariz|2021|Synthesis|53|2201|doi:10.1055/a-1385-9052
DOI: 10.5517/ccdc.csd.cc252hb3
title: CCDC 1998394: Experimental Crystal Structure Determination

description: Related Article: Adriana Benavides, Hugo A. Jiménez-Vázquez, José Luis Avila-Melo, Alfredo Fuentes-Gutiérrez, Joaquín Tamariz|2021|Synthesis|53|2201|doi:10.1055/a-1385-9052
DOI: 10.5517/ccdc.csd.cc252hc4
title: CCDC 1998395: Experimental Crystal Structure Determination

description: Related Article: Adriana Benavides, Hugo A. Jiménez-Vázquez, José Luis Avila-Melo, Alfredo Fuentes-Gutiérrez, Joaquín Tamariz|2021|Synthesis|53|2201|doi:10.1055/a-1385-9052
DOI: 10.5517/ccdc.csd.cc252hd5
title: CCDC 1998396: Experimental Crystal Structure Determination

description: Related Article: Adriana Benavides, Hugo A. Jiménez-Vázquez, José Luis Avila-Melo, Alfredo Fuentes-Gutiérrez, Joaquín Tamariz|2021|Synthesis|53|2201|doi:10.1055/a-1385-9052
DOI: 10.5517/ccdc.csd.cc259djf
title: CCDC 2005034: Experimental Crystal Structure Determination

description: Related Article: Gavriilia T. Papanikolaou, Konstantinos N. Pantelis, Gerasimi Lazari, Luis Cunha-Silva, Albert Escuer, Theocharis C. Stamatatos|2021|Polyhedron|206|115315|doi:10.1016/j.poly.2021.115315
DOI: 10.5281/zenodo.5030174
title: Faith Hudgens Thesis Data

description: Data regarding the population health of Plantago cordata and health of Southern Illinois streams
DOI: 10.5281/zenodo.5030173
title: Faith Hudgens Thesis Data

description: Data regarding the population health of Plantago cordata and health of Southern Illinois streams
DOI: 10.25345/c5xf9s
title: MassIVE MSV000087700 - Quantification on NOD1 ubiquitination sites with SspH2 co-overexpression
title: HEK293T cells were transiently transfected with NOD1-FLAG and HA-SspH2 WT/HA-SspH2 C580/empty vector. Following anti-FLAG automated immunoprecipitation and in-gel trypsin digestion, fractionated samples were injected onto LC-MS/MS. Quantitation was performed on diglycyl-lysine sites on NOD1, on identical peptides with highest intensity across samples.
DOI: 10.5066/p9a88c67
title: Soil-physical and soil-hydraulic properties as a function of burn severity for 2013, 2015, and 2017 in the area affected by the 2013 Black Forest Fire, Colorado USA

description: Wildfire can impact soil-physical and soil-hydraulic properties, with major implications for hydrologic and ecologic response. The durations of these soil impacts are poorly characterized for some forested environments. This dataset sheds light on the first four years of recovery of soil-physical properties of bulk density, loss on ignition (measure of soil organic matter), and soil particle size distribution and of soil-hydraulic properties of sorptivity and field-saturated hydraulic conductivity.
DOI: 10.17632/zmjp338k5h.1
title: Data for: An efficient Balanced Teaching-Learning-Based Optimization Algorithm with Individual Restarting Strategy for Solving Global Optimization Problem

description: The attachment includes: 1- BTLBO algorithm code. 2- Codes for running BTLBO. 3- Input data 4-IEEE CEC14 benchmark suits.
DOI: 10.17632/ns2cjx7gyg.1
title: Data for: HSC: Leveraging Horizontal Shortcut Connections for Lightweight Architecture and Model Compression of CNN

description: Our experimental results are divided into two parts：one：HSC for accuray，which are used to improve the accuracy of the original model ；Two：HSC for model compression，which are used to compress the network
DOI: 10.6084/m9.figshare.14544672
title: Population structure, seasonal genotypic differentiation, and clonal diversity of weedy dandelions in three Boston area populations (Taraxacum sp.)

description: Microsatellite (SSR) data for Boston-area population genetics study of dandelions<br>Additional dendrograms corresponding to Figure 4 in the paper of the full datasets of all three populations showing similar results of panmixia (CG=Cedar Grove; MF=Moon Farm; PH=Prospect Hill)
DOI: 10.6084/m9.figshare.14544672.v1
title: Population structure, seasonal genotypic differentiation, and clonal diversity of weedy dandelions in three Boston area populations (Taraxacum sp.)

description: Microsatellite (SSR) data for Boston-area population genetics study of dandelions<br>Additional dendrograms corresponding to Figure 4 in the paper of the full datasets of all three populations showing similar results of panmixia (CG=Cedar Grove; MF=Moon Farm; PH=Prospect Hill)
DOI: 10.5517/ccdc.csd.cc26rk6r
title: CCDC 2048424: Experimental Crystal Structure Determination

description: Related Article: Sahidul Mondal|2020|CSD Communication|||
description: Related Article: Sahidul Mondal, Koushik Sarkar, Pradyut Ghosh|2021|Inorg.Chem.|60|9084|doi:10.1021/acs.inorgchem.1c01084
DOI: 10.5517/ccdc.csd.cc26rk8t
title: CCDC 2048426: Experimental Crystal Structure Determination

description: Related Article: Sahidul Mondal|2020|CSD Communication|||
description: Related Article: Sahidul Mondal, Koushik Sarkar, Pradyut Ghosh|2021|Inorg.Chem.|60|9084|doi:10.1021/acs.inorgchem.1c01084
DOI: 10.5517/ccdc.csd.cc2790yj
title: CCDC 2064257: Experimental Crystal Structure Determination

description: Related Article: Emilia Păunescu, Ghalia Boubaker, Oksana Desiatkina, Nicoleta Anghel, Yosra Amdouni, Andrew Hemphill, Julien Furrer|2021|Eur.J.Med.Chem.|222|113610|doi:10.1016/j.ejmech.2021.113610
DOI: 10.5517/ccdc.csd.cc27910m
title: CCDC 2064259: Experimental Crystal Structure Determination

description: Related Article: Emilia Păunescu, Ghalia Boubaker, Oksana Desiatkina, Nicoleta Anghel, Yosra Amdouni, Andrew Hemphill, Julien Furrer|2021|Eur.J.Med.Chem.|222|113610|doi:10.1016/j.ejmech.2021.113610
DOI: 10.5517/ccdc.csd.cc27911n
title: CCDC 2064260: Experimental Crystal Structure Determination

description: Related Article: Emilia Păunescu, Ghalia Boubaker, Oksana Desiatkina, Nicoleta Anghel, Yosra Amdouni, Andrew Hemphill, Julien Furrer|2021|Eur.J.Med.Chem.|222|113610|doi:10.1016/j.ejmech.2021.113610
DOI: 10.5517/ccdc.csd.cc27913q
title: CCDC 2064262: Experimental Crystal Structure Determination

description: Related Article: Emilia Păunescu, Ghalia Boubaker, Oksana Desiatkina, Nicoleta Anghel, Yosra Amdouni, Andrew Hemphill, Julien Furrer|2021|Eur.J.Med.Chem.|222|113610|doi:10.1016/j.ejmech.2021.113610
DOI: 10.5517/ccdc.csd.cc279w2j
title: CCDC 2065067: Experimental Crystal Structure Determination

description: Related Article: Hans-Günther Schmalz, Ömer Taspinar, Vladimir Kjartan Stojadinovic, Jörg-Martin Neudörfl|2021|Synlett|32|1085|doi:10.1055/a-1480-5225
DOI: 10.5517/ccdc.csd.cc27b15t
title: CCDC 2065225: Experimental Crystal Structure Determination

description: Related Article: Divakar Reddy Indukuri, Gal Reddy Potuganti, Jagadeesh Babu Nanubolu, Manjula Alla|2021|Synlett|32|1109|doi:10.1055/a-1500-6863
DOI: 10.5517/ccdc.csd.cc1ndhsb
title: CCDC 1531362: Experimental Crystal Structure Determination

description: Related Article: Qinghui Wang, Dasheng Zheng, Qiuhui Cao, Kun Huang, Dabin Qin|2021|Spectrochim.Acta,Part A|261|120061|doi:10.1016/j.saa.2021.120061
DOI: 10.5281/zenodo.5030794
title: Bucket Table Edwards et al 2021 Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk

description: NMR spectroscopic data of a set of milk samples at different temperatures and storage times. Spectra were binned using AMIX 3.9.15 (Bruker BioSpin, Rheinstetten, Germany).
DOI: 10.5281/zenodo.5030793
title: Bucket Table Edwards et al 2021 Metabolomic Markers of Storage Temperature and Time in Pasteurized Milk

description: NMR spectroscopic data of a set of milk samples at different temperatures and storage times. Spectra were binned using AMIX 3.9.15 (Bruker BioSpin, Rheinstetten, Germany).
DOI: 10.25959/ccv4-4q20
title: Revision of Design of financial incentive programmes: A discrete choice experiment

description: Financial incentive programmes promote smoking cessation. However, the incentive amount which should be provided – and how this may interact with other programme characteristics – is unknown. The objective of this study was to evaluate the influence of the design of incentive programmes for smoking cessation on current smokers’ perceptions of programmes and willingness to enrol.  

An online discrete choice experiment was conducted amongst adult current smokers residing in the United Kingdom (N = 430). Hypothetical incentive programmes were described using five attributes (incentive amount, incentive type, frequency of sessions, reward schedule, programme location). Participants responded to a series of choice sets comprised of two hypothetical programmes. For each set, participants selected their preferred programme. They then specified whether they would enrol in their preferred programme if it were available. Analyses also considered the effect of participant income on preferences.
DOI: 10.6084/m9.figshare.12471461.v14
title: Supplementary data for Knight et al. Major genetic discontinuity and novel toxigenic species in Clostridioides difficile taxonomy. eLife 2021;10:e64325. DOI: https://doi.org/10.7554/eLife.64325

description: 1. Supplementary File 1 (Summary data; MLST, pangenome, taxonomy, GWAS, toxins)<br> 2. Supplementary File 2 (Global MLST tree file, manuscript Figure 2) <br><br> 3. Supplementary File 3 (BEAST tree file, manuscript Figure 4)<br> 4. Supplementary File 4 (BactDating tree file, manuscript Figure 4)
DOI: 10.25345/c5sr88
title: MassIVE MSV000087701 - Bayesian proteoform modeling improves protein quantification of global proteomic measurements
title: Data used for the implementation of a Bayesian Proteoform Quantification model (BP-Quant) that uses statistically derived peptide signatures to identify peptides that are outside the dominant pattern, or the existence of multiple over-expressed patterns to improve relative protein abundance estimates. BP-Quant is available on GitHub as both MatLab and R packages: https://github.com/PNNL-Comp-Mass-Spec/BP-Quant Plasma samples collected from standard inbred mice were digested with trypsin then analyzed with an LTQ-Orbitrap Velos mass spectrometer. Data was searched with SEQUEST using PNNL's DMS processing pipeline.
DOI: 10.6084/m9.figshare.7841426
title: Supplemental data for Androga et al. 2019 Anaerobe 102083. https://doi.org/10.1016/j.anaerobe.2019.102083

description: Supplemental material for Androga et al. 2019 Anaerobe Manuscript: annotated assemblies for 53 Clostridium difficile strains
DOI: 10.5281/zenodo.4511437
title: Model settings and surface measurements for air quality study

description: Source code, run directories and initial condition for GEOS-Chem model simulations. Surface O3, NO2 and PM2.5 measurements in China in 2014-2019
DOI: 10.6084/m9.figshare.7841426.v3
title: Supplemental material for Androga et al. 2019 Anaerobe

description: Supplemental material for Androga et al. 2019 Anaerobe Manuscript: annotated assemblies for 53 Clostridium difficile strains
DOI: 10.5517/ccdc.csd.cc27n1kj
title: CCDC 2074847: Experimental Crystal Structure Determination

description: Related Article: Hans-Günther Schmalz, Dominik Albat, Jörg-Martin Neudörfl|2021|Synlett|32|1089|doi:10.1055/a-1493-9078
DOI: 10.5517/ccdc.csd.cc27ngky
title: CCDC 2075250: Experimental Crystal Structure Determination

description: Related Article: Ting-Hong Huang, Cheng Luo, Fang-Zheng Zhao, Dan Zheng, Qiao-Long Hu, Lin Jia|2021|J.Mol.Struct.|1243|130848|doi:10.1016/j.molstruc.2021.130848
DOI: 10.5517/ccdc.csd.cc27nglz
title: CCDC 2075251: Experimental Crystal Structure Determination

description: Related Article: Ting-Hong Huang, Cheng Luo, Fang-Zheng Zhao, Dan Zheng, Qiao-Long Hu, Lin Jia|2021|J.Mol.Struct.|1243|130848|doi:10.1016/j.molstruc.2021.130848
DOI: 10.5517/ccdc.csd.cc27t4dm
title: CCDC 2079740: Experimental Crystal Structure Determination

description: Related Article: David J. Fiszbein, Victoria Brown, Nikki A. Thiele, Joshua J. Woods, Luke Wharton, Samantha N. MacMillan, Valery Radchenko, Caterina F. Ramogida, Justin J. Wilson|2021|Inorg.Chem.|60|9199|doi:10.1021/acs.inorgchem.1c01269
DOI: 10.5517/ccdc.csd.cc27t4fn
title: CCDC 2079741: Experimental Crystal Structure Determination

description: Related Article: David J. Fiszbein, Victoria Brown, Nikki A. Thiele, Joshua J. Woods, Luke Wharton, Samantha N. MacMillan, Valery Radchenko, Caterina F. Ramogida, Justin J. Wilson|2021|Inorg.Chem.|60|9199|doi:10.1021/acs.inorgchem.1c01269
DOI: 10.5517/ccdc.csd.cc27t4gp
title: CCDC 2079742: Experimental Crystal Structure Determination

description: Related Article: David J. Fiszbein, Victoria Brown, Nikki A. Thiele, Joshua J. Woods, Luke Wharton, Samantha N. MacMillan, Valery Radchenko, Caterina F. Ramogida, Justin J. Wilson|2021|Inorg.Chem.|60|9199|doi:10.1021/acs.inorgchem.1c01269
DOI: 10.5517/ccdc.csd.cc27vxpq
title: CCDC 2081454: Experimental Crystal Structure Determination

description: Related Article: Zhi Zhao, Xing-Xing Yang, Guang-Yao Ran, Qin Ouyang, Wei Du, Ying-Chun Chen|2021|Org.Lett.|23|4791|doi:10.1021/acs.orglett.1c01507
DOI: 10.5517/ccdc.csd.cc27vxqr
title: CCDC 2081455: Experimental Crystal Structure Determination

description: Related Article: Zhi Zhao, Xing-Xing Yang, Guang-Yao Ran, Qin Ouyang, Wei Du, Ying-Chun Chen|2021|Org.Lett.|23|4791|doi:10.1021/acs.orglett.1c01507
DOI: 10.5517/ccdc.csd.cc27vxrs
title: CCDC 2081456: Experimental Crystal Structure Determination

description: Related Article: Zhi Zhao, Xing-Xing Yang, Guang-Yao Ran, Qin Ouyang, Wei Du, Ying-Chun Chen|2021|Org.Lett.|23|4791|doi:10.1021/acs.orglett.1c01507
DOI: 10.5517/ccdc.csd.cc27x3s2
title: CCDC 2082604: Experimental Crystal Structure Determination

description: Related Article: Ritika Kubba, Omprakash Yadav, Pinky Yadav, Natalia Fridman, Anil Kumar|2021|J.Mol.Struct.|1243|130857|doi:10.1016/j.molstruc.2021.130857
DOI: 10.5517/ccdc.csd.cc27x3t3
title: CCDC 2082605: Experimental Crystal Structure Determination

description: Related Article: Ritika Kubba, Omprakash Yadav, Pinky Yadav, Natalia Fridman, Anil Kumar|2021|J.Mol.Struct.|1243|130857|doi:10.1016/j.molstruc.2021.130857
DOI: 10.5517/ccdc.csd.cc26rkcx
title: CCDC 2048429: Experimental Crystal Structure Determination

description: Related Article: Sahidul Mondal|2020|CSD Communication|||
description: Related Article: Sahidul Mondal, Koushik Sarkar, Pradyut Ghosh|2021|Inorg.Chem.|60|9084|doi:10.1021/acs.inorgchem.1c01084
DOI: 10.5517/ccdc.csd.cc26rk7s
title: CCDC 2048425: Experimental Crystal Structure Determination

description: Related Article: Sahidul Mondal|2020|CSD Communication|||
description: Related Article: Sahidul Mondal, Koushik Sarkar, Pradyut Ghosh|2021|Inorg.Chem.|60|9084|doi:10.1021/acs.inorgchem.1c01084
DOI: 10.5517/ccdc.csd.cc26rkg0
title: CCDC 2048432: Experimental Crystal Structure Determination

description: Related Article: Sahidul Mondal|2020|CSD Communication|||
description: Related Article: Sahidul Mondal, Koushik Sarkar, Pradyut Ghosh|2021|Inorg.Chem.|60|9084|doi:10.1021/acs.inorgchem.1c01084
DOI: 10.6084/m9.figshare.4822255
title: Supplemental data for Knight et al. 2019 mBio 10:e00446-19. https://doi.org/10.1128/mBio.00446-19

description: Supplemental data for Knight et al.2019. Evolutionary<br>and genomic insights into<i> Clostridioides difficile</i><br>sequence type 11: a diverse zoonotic and<br>antimicrobial-resistant lineage of global One<br>Health importance. <i>mBio</i> 10:e00446-19<br><br>https://doi.org/10.1128/mBio.00446-19.<br><br>Comprising:Supplementary FiguresSupplementary Tables (including read accessions)<br>Annotated genome assemblies
DOI: 10.6084/m9.figshare.4822255.v6
title: Supplemental data for Knight et al. 2019 mBio 10:e00446-19

description: Supplemental data for Knight et al.2019. Evolutionary<br>and genomic insights into Clostridioides difficile<br>sequence type 11: a diverse zoonotic and<br>antimicrobial-resistant lineage of global One<br>Health importance. mBio 10:e00446-19<br><br>10:e00446-19. https://doi.org/10.1128/mBio.00446-19.<br><br>Comprising:Supplementary FiguresSupplementary TablesAnnotated genome assemblies<br>
DOI: 10.14457/tu.the.2020.118
title: A randomized controlled trial examining changes in comfort for cancer patients at the end of life when ritualized chanting is added to palliative care

description: The significant goal of end-of-life care is the prevention and relief of suffering for patients and their families, as well as the promotion of maximum comfort for each patient. Purpose: this study was to examine changes in comfort when adding ritualized chanting to palliative care of cancer patients at the end of life. Method: conducted by using a two-group randomized control trial (RCT) repeated measures design to examine the effects of adding ritualized chanting to palliative care in change of comfort for end of life cancer patients. The 60 participants, cancer patients, 3 steps of randomly section into an intervention group and a control group. The intervention group received palliative care and ritualized chanting while the control group received palliative care only. Results: The comfort measured by EOLPQ of the participants in both groups. Data were collected on all participants, before entering the program, and at three, and six weeks. Basic information comparison between groups indicated no significant statistical differences (p &gt; .05), both group were similar in all demographic data at baseline in term of gender, age, education level of caregiver, caregiver, type of cancer, frequency of chanting, chanting time and PPS. Data were analyzed by using mean, standard deviation, and using a repeated measures MANOVA. When comparing comfort it was found that mean score of comfort in cancer patients at the end of life will be different before and after receiving palliative care alone. The result of this study showed that the mean score of comfort in cancer patients at the end of life was not significantly statistical different when compared to before and after receiving the palliative care. For comparing comfort between groups were found that mean score of comfort in cancer patients at the end of life after receiving palliative care with the addition of ritualized chanting had a significantly higher mean score of comfort on who receiving palliative care alone when measured at three, and six weeks (p &lt; .001). The control group, no significant changes over the three time measurements of comfort mean. Conclusion: This examine changes in comfort when adding ritualized chanting to palliative care of cancer patients at the end of life, as well as palliative care for patients at the end of life. The changes in comfort when adding ritualized chanting to palliative care for cancer patients at the end-of-life care is the prevention and relief of suffering for patients and their families, as well as the promotion of maximum comfort for each patient.
DOI: 10.14457/tu.the.2019.1495
title: การบูรณาการด้านการใช้ที่ดินและการขนส่งเพื่อส่งเสริมการเดินเท้าสู่พื้นที่สถานีขนส่งมวลชนระบบราง

description: กรุงเทพมหานครและปริมณฑลพบปัญหาจราจรสะสมมายาวนานและมลพิษทางอากาศที่เริ่มทวีความรุนแรงมากยิ่งขึ้นทั้งจากปัญหาจราจรติดขัดและการเกิดอาคารสูงหนาแน่นในเขตพื้นที่เมือง อีกทั้งมีการขยายตัวของพื้นที่เมืองไปตามแนวถนนสายหลัก และมีการพัฒนาถนนสายรองที่ไม่สอดคล้องกัน ซึ่งยังไม่ประสบความสำเร็จในการพัฒนาย่านสถานีเพื่อดึงดูดการใช้งาน โดยการที่รัฐบาลพยายามก่อสร้างโครงสร้างพื้นฐานระบบราง จากแนวคิดในการพัฒนาแผนแม่บท ที่มีขึ้นตั้งแต่ปี พ.ศ. 2515 โดยรัฐบาลไทยได้ขอความร่วมมือไปยังรัฐบาลเยอรมนีในการพัฒนาโครงข่ายระบบขนส่งมวลชนร่วมกัน ซึ่งปัจจุบันแผนพัฒนาระบบรางตั้งแต่อดีตจนถึงปัจจุบันก็ยังไม่ประสบผลสำเร็จในการใช้งานของประชาชนมากนัก ดังนั้นการศึกษานี้จึงจำเป็นต้องศึกษาการพัฒนาลักษณะความเป็นย่านในพื้นที่รอบสถานี โดยการกำหนดแนวทางการพัฒนาจำแนกคุณลักษณะของย่านสถานีขนส่งมวลชนระบบรางบริเวณพื้นที่ 500 เมตร ตามทฤษฎี 5Ds ด้วยปัจจัย 5 ด้าน ประกอบด้วย ความหนาแน่น ความหลากหลายในการใช้พื้นที่ การออกแบบสภาพแวดล้อมของพื้นที่ ระยะทางในการเดินทางไปยังสถานีรถไฟฟ้า และ ความสามารถในการเข้าถึงพื้นที่ ซึ่งเป็นการประยุกต์มาจากทฤษฎี TOD (Transit - Orientation Development) โดยใช้เทคนิคการจำแนกกลุ่มของคุณลักษณะด้วยการจำแนกองค์ประกอบปัจจัย (Factor Analysis) และจัดกลุ่มปัจจัยที่มีความสัมพันธ์กัน ด้วยเทคนิคการวิเคราะห์จัดกลุ่ม (Cluster Analysis) ผลการศึกษาสามารถจำแนกได้เป็น 4 กลุ่มสถานี คือ ย่านศูนย์กลางพาณิชยกรรมรอง (Sub CBD) ย่านชุมชนเมือง (Urban) ย่านศูนย์กลางทางธุรกิจใจกลางเมืองกรุงเทพ (CBD) และย่านนวัตกรรม (Innovation District) สามารถนำมาศึกษาการเข้าถึงพื้นที่สถานีและเพื่อให้เกิดความสอดคล้องในการพัฒนาการเข้าถึงพื้นที่จึงนำตัวแทนทั้ง 4 สถานี คือ สถานีสวนจตุจักร สถานีพหลโยธิน สถานีศูนย์วัฒนธรรม และสถานีสยาม จากทั้ง 4 กลุ่ม มาวิเคราะห์โดยใช้หลักการจากปัจจัย 3Cs คือ การเชื่อมต่อ (Connectivity) ความสะดวก (Convenience) และความสบาย (Comfort) ประกอบด้วยปัจจัยย่อยอย่างละ 4 ตัว มาวิเคราะห์ด้วยการหาพื้นที่ซ้อนทับด้วย Union – Overlays และเปรียบเทียบคะแนนกับ Goodwalk score เพื่อวิเคราะห์ความสามารถในการเดินเท้าในแต่ละพื้นที่อันเป็นแนวทางการส่งเสริมการพัฒนาพื้นที่ให้สอดคล้องกับความเป็นย่านและส่งเสริมการเดินเท้าในพื้นที่ รวมถึงแนวทางการพัฒนาทางเท้าตามคุณลักษณะความเป็นย่าน เพื่อลดปัญหาจากการจราจรติดขัดรวมถึงมลพิษทางอากาศ ให้เกิดการพัฒนาสภาพแวดล้อมและกิจกรรมโดยรอบสถานีอย่างยั่งยืน