cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p5z2qu
title: Occurrence Download

description: A dataset containing 5088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.55572 9.78680,-51.44428 9.78680,-51.44428 52.21320,-157.55572 52.21320,-157.55572 9.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus molossus Baird & Girard, 1853"
 ]
}

 The dataset includes 5088 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019911-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/measures/merra2_sndrd4_g12
title: MERRA-2 Monthly Gridded Innovations and Observation SNDRD4_G12 V1
DOI: 10.5067/measures/merra2_sndrd4_g13
title: MERRA-2 Monthly Gridded Innovations and Observation SNDRD4_G13 V1
DOI: 10.5517/cc9bkbh
title: CCDC 278266: Experimental Crystal Structure Determination

description: Related Article: R.Winpenny, A.Graham, B.Coxall, S.Parsons, D.Messenger|2005|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/cc9bkcj
title: CCDC 278267: Experimental Crystal Structure Determination

description: Related Article: R.Winpenny, A.Graham, B.Coxall, S.Parsons, D.Messenger|2005|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/cc9bkqw
title: CCDC 278278: Experimental Crystal Structure Determination

description: Related Article: R.Winpenny, D.Henderson, S.Parsons, D.Messenger|2005|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/ccp3vd0
title: CCDC 629312: Experimental Crystal Structure Determination

description: Related Article: D.John, W.Urland|2006|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: 10.5067/measures/merra2_sndrd4_g14
title: MERRA-2 Monthly Gridded Innovations and Observation SNDRD4_G14 V1
DOI: 10.5067/measures/merra2_sndrd4_g15
title: MERRA-2 Monthly Gridded Innovations and Observation SNDRD4_G15 V1
DOI: 10.5067/measures/merra2_sndr_g08_prep
title: MERRA-2 Monthly Gridded Innovations and Observation SNDR_G08_PREP V1
DOI: 10.15468/dl.cuh2f6
title: Occurrence Download

description: A dataset containing 5088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.50560 9.78680,-51.49440 9.78680,-51.49440 52.21320,-157.50560 52.21320,-157.50560 9.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus molossus Baird & Girard, 1853"
 ]
}

 The dataset includes 5088 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019914-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/measures/merra2_sndr_g10_prep
title: MERRA-2 Monthly Gridded Innovations and Observation SNDR_G10_PREP V1
DOI: 10.5067/measures/merra2_sndr_g11_prep
title: MERRA-2 Monthly Gridded Innovations and Observation SNDR_G11_PREP V1
DOI: 10.5067/measures/merra2_sndr_g12_prep
title: MERRA-2 Monthly Gridded Innovations and Observation SNDR_G12_PREP V1
DOI: 10.5067/measures/merra2_ssmi_f08
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F08 V1
DOI: 10.5067/measures/merra2_ssmi_f10
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F10 V1
DOI: 10.5067/measures/merra2_ssmi_f11
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F11 V1
DOI: 10.5067/measures/merra2_ssmi_f13
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F13 V1
DOI: 10.5067/measures/merra2_ssmi_f14
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F14 V1
DOI: 10.5067/measures/merra2_ssmi_f15
title: MERRA-2 Monthly Gridded Innovations and Observation SSMI_F15 V1
DOI: 10.15468/dl.3yepte
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Asparagus racemosus Willd.",
 "Year 2001-2024"
 ]
}

 The dataset includes 47 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019916-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/measures/merra2_ssu_n06
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N06 V1
DOI: 10.48597/72e2-vnkt
title: Measurement of Meteorology at Capo Granitola

description: Measurement of Meteorology at Capo Granitola
DOI: 10.48597/xbbq-tfuy
title: Measurement of Meteorology at Monte Cimone

description: Measurement of Meteorology at Monte Cimone
DOI: 10.48597/w93q-ke8j
title: Measurement of Meteorology at Kosetice (NAOK)

description: Measurement of Meteorology at Kosetice (NAOK)
DOI: 10.48597/keww-556r
title: Measurement of Meteorology at Monte Cimone

description: Measurement of Meteorology at Monte Cimone
DOI: 10.5067/measures/merra2_ssu_n09
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N09 V1
DOI: 10.5067/measures/merra2_ssu_n11
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N11 V1
DOI: 10.5067/measures/merra2_ssu_n14
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N14 V1
DOI: 10.5067/measures/merra2_ssu_tirosn
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_TIROSN V1
DOI: 10.5067/measures/merra2_conv
title: MERRA-2 Monthly Gridded Innovations and Observation - Convention V1
DOI: 10.5067/measures/merra2_ssu_n07
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N07 V1
DOI: 10.5067/measures/merra2_ssu_n08
title: MERRA-2 Monthly Gridded Innovations and Observation SSU_N08 V1
DOI: 10.5067/measures/merra2_airs_aqua
title: MERRA-2 Monthly Gridded Innovations and Observation AIRS AQUA V1
DOI: 10.5067/measures/merra2_amsua_aqua
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_AQUA V1
DOI: 10.5067/measures/merra2_amsua_metop-a
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_METOP-A V1
DOI: 10.15468/dl.anrt3u
title: Occurrence Download

description: A dataset containing 70157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mugil curema Valenciennes, 1836)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70157 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019915-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/measures/merra2_amsua_metop-b
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_METOP-B V1
DOI: 10.5067/measures/merra2_amsua_n15
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_N15 V1
DOI: 10.5067/measures/merra2_amsua_n16
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_N16 V1
DOI: 10.5067/measures/merra2_amsua_n17
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_N17 V1
DOI: 10.5067/measures/merra2_amsua_n18
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_N18 V1
DOI: 10.15468/dl.rmqaxd
title: Occurrence Download

description: A dataset containing 5088 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-157.55572 9.78680,-51.44428 9.78680,-51.44428 52.21320,-157.55572 52.21320,-157.55572 9.78680))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus molossus Baird & Girard, 1853"
 ]
}

 The dataset includes 5088 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019917-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5067/measures/merra2_amsua_n19
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUA_N19 V1
DOI: 10.5067/measures/merra2_amsub_n15
title: MERRA-2 Monthly Gridded Innovations and Observation AMSUB_N15 V1
DOI: 10.15468/dl.sapp7u
title: Occurrence Download

description: A dataset containing 354606 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-72.6921 4.31623,-72.99321 4.13662,-73.19396 3.78532,-72.06706 2.68847,-71.83906 2.75065,-71.79761 2.93304,-71.55303 3.14861,-71.33332 3.3766,-71.26285 3.71653,-71.22554 4.11863,-71.7603 4.56634,-72.436 4.47928,-72.6921 4.31623))"
 ]
}

 The dataset includes 354606 records from 353 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019865-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czu7uz
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus pipistrellus",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027271-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcupah
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Colobus vellerosus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 165 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027272-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujnaxr
title: Occurrence Download

description: A dataset containing 3097 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is IND.34.33_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3097 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027273-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17617/3.dtsyjs
title: Data used in paper "Epitaxial YbN thin films grown by nitrogen plasma-assisted molecular beam epitaxy"

description: This dataset is used in paper "Epitaxial YbN thin films grown by nitrogen plasma-assisted molecular beam epitaxy"
DOI: 10.15468/dl.dsqn8s
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenotoca melanosoma"
 ]
}

 The dataset includes 124 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027275-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqved2
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pipistrellus tenuis",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 38 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027277-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxsvcb
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Congosorex phillipsorum",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 25 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027276-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uxpa2w
title: Occurrence Download

description: A dataset containing 543 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ochotona curzoniae"
 ]
}

 The dataset includes 543 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027278-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17810654
title: What Helps People with Mental Illness to Function in Daily Life? Findings from a Delphi Study
DOI: 10.5281/zenodo.17810653
title: What Helps People with Mental Illness to Function in Daily Life? Findings from a Delphi Study
DOI: 10.15468/dl.6zgbtq
title: Occurrence Download

description: A dataset containing 3081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conilurus penicillatus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 3081 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027281-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v8xus
title: Occurrence Download

description: A dataset containing 27456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Vespa velutina",
 "Year is one of (2024, 2025)",
 "HasCoordinate is true",
 "Geometry POLYGON((4.0 44.0, 12.0 44.0, 12.0 50.0, 4.0 50.0, 4.0 44.0))"
 ]
}

 The dataset includes 27456 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027280-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16868491
title: Acquisition and Processing of Vehicle Dynamics Data for Predictive Modeling
DOI: 10.5281/zenodo.17810652
title: Acquisition and Processing of Vehicle Dynamics Data for Predictive Modeling
DOI: 10.15468/dl.24t9a5
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus austriacus",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027282-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ds7syh
title: Occurrence Download

description: A dataset containing 176567 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 24.085278",
 "DecimalLatitude is less than or equal to 29.085278",
 "DecimalLongitude is greater than or equal to -115.0",
 "DecimalLongitude is less than or equal to -110.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 176567 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027255-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.msqfwu
title: Occurrence Download

description: A dataset containing 873 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Xenotoca variata"
 ]
}

 The dataset includes 873 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027284-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6g9f2v
title: Occurrence Download

description: A dataset containing 1061 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corynorhinus mexicanus",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 1061 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027285-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38nmq8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plecotus homochrous",
 "Country is one of (China, Chinese Taipei, Hong Kong)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027287-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17501242
title: Markerless Gait Analysis (OpenCap) — Pediatric GBS Pre–Post Dataset and Code

description: Description

This repository contains the analysis pipeline and processed gait data used in the proof-of-concept study “Markerless Motion Capture for Quantitative Monitoring of Rehabilitation in Pediatric Guillain-Barré Syndrome.”

The dataset includes pre- and post-rehabilitation gait kinematics derived from OpenCap (Stanford University) and processed in OpenSim v4.5, along with Python scripts for data analysis, visualization, and spatiotemporal comparison. The repository is intended to support reproducibility and open scientific sharing of markerless motion-capture workflows in pediatric neurorehabilitation research.

Contents• /code/: Python scripts and OpenSim inverse-kinematics configuration files• /data/: Processed OpenCap → OpenSim outputs (TRC, CSV) and spatiotemporal parameters• /results/: SPM results, kinematic overlays, and publication-ready figures (Fig. 2–4)• /meta/: README, licenses, and citation files

Ethics & PrivacyOnly de-identified, processed data are shared. No raw video or personally identifiable information is included (IRB No. 2025-09-063, Kyungpook National University Chilgok Hospital).

Funding

This work was supported by the National Research Foundation of Korea(NRF) grant

funded by the Korea government(MSIT) (RS-2025-19663005).
DOI: 10.5281/zenodo.17501243
title: Markerless Gait Analysis (OpenCap) — Pediatric GBS Pre–Post Dataset and Code

description: Description

This repository contains the analysis pipeline and processed gait data used in the proof-of-concept study “Markerless Motion Capture for Quantitative Monitoring of Rehabilitation in Pediatric Guillain-Barré Syndrome.”

The dataset includes pre- and post-rehabilitation gait kinematics derived from OpenCap (Stanford University) and processed in OpenSim v4.5, along with Python scripts for data analysis, visualization, and spatiotemporal comparison. The repository is intended to support reproducibility and open scientific sharing of markerless motion-capture workflows in pediatric neurorehabilitation research.

Contents• /code/: Python scripts and OpenSim inverse-kinematics configuration files• /data/: Processed OpenCap → OpenSim outputs (TRC, CSV) and spatiotemporal parameters• /results/: SPM results, kinematic overlays, and publication-ready figures (Fig. 2–4)• /meta/: README, licenses, and citation files

Ethics & PrivacyOnly de-identified, processed data are shared. No raw video or personally identifiable information is included (IRB No. 2025-09-063, Kyungpook National University Chilgok Hospital).

Funding

This work was supported by the National Research Foundation of Korea(NRF) grant

funded by the Korea government(MSIT) (RS-2025-19663005).
DOI: 10.15468/dl.n2w7xv
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Craseonycteris thonglongyai",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 27 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027289-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hw92gf
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zoogoneticus purhepechus"
 ]
}

 The dataset includes 46 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027288-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9419092
title: Cancer_classification
DOI: 10.5281/zenodo.17810553
title: MOBILE BANKING ADOPTION AND CUSTOMER SATISFACTION: EXPLORING OPERATIONAL CHALLENGES IN PUBLIC AND PRIVATE SECTOR BANKS

description: Mobile banking has rapidly transformed how customers access financial services, shifting routine transactions from bank branches to smartphones and apps. researchers have long used technology-acceptance frameworks notably Davis’s technology acceptance model (TAM) and the unified theory of acceptance and use of technology (TAUT) to explain why users adopt digital banking services: perceived usefulness, ease of use, social influence and facilitating conditions remain powerful predictors of adoption. Empirical studies on mobile payments and banking emphasise additional, sector-specific determinants such as trust, initial perceived risk, and service flow/experience; qualitative work also highlights consumers’ need for clear relative advantage and seamless integration with existing behaviours. these theoretical and empirical insights form the backbone for studying customer satisfaction, which depends not only on adoption but on the quality, reliability and perceived security of operational processes (transaction success rates, authentication flows, complaint resolution, and availability). In India and many other markets, the scale and speed of mobile transaction growth have added urgency to understanding operational challenges. recent industry data show large year-on-year increases in mobile transaction volumes, while regulators and central banks have actively intervened to strengthen security, KYC and onboarding rules actions that both alleviate risks and introduce operational complexity for banks. Examining differences between public and private sector banks is especially important because institutional structure, legacy it systems, and governance models shape how each sector implements mobile services and addresses failures that affect customer satisfaction.