Data · dataset · 2026
How Hostility Unfolds During Online Argumentation – Study 3 and 3R: fMRI Data and Code
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This repository contains the analysis code and MRI data associated with the manuscript:"How Hostility Unfolds During Online Argumentation". All figures reported in the manuscript can be reproduced using the scripts provided in the `code` directory and the MRI data included in the `data` directory.To replicate the second-level fMRI results, download the code folder and run the following python scripts."python_rsa_parametric_tox_received.py", Fig.3C, D."python_rsa_received_dislike_like_period.py", Fig.3F, G."python_rsa_amplification_toxicity.py", Fig.4A, B."python_rsa_amplification_dislike.py", Fig.4D, E."python_cloudFig_download_neurosynth_dataset.py" and "python_cloudFig_generation.py", Fig.3E, H, and Fig. 4C, F.Script "python_believability_corr_RSA_wb_cluster_based_Perm.py", Supplementary Fig.3.4.The raw MRI dataset includes structural (T1), functional (BOLD), and fieldmap imagesfor Study3 and Study3R.
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All MRI data were preprocessed using FSL version 6.0.7.15. The resulting multi-voxel activity patterns were used as inputs for the representational similarity analysis (RSA) implemented in matlab_searchlight_matlab_HDF5_fullrsa.m. The bash scripts included in this repository were used for parallel computing.Programming environment:The Python environment can be recreated using the following packages.Python==3.13numpy==2.3.5scipy==1.17.0pandas==2.3.3nibabel==5.3.3nilearn==0.11.1nimare==0.6.0h5py==3.15.1torch==2.9.1joblib==1.5.3matplotlib==3.10.8wordcloud==1.9.5Matlab versionR2024aBash versionGNU bash, version 3.2.57(1)-release (arm64-apple-darwin25)Copyright (C) 2007 Free Software Foundation, Inc.Repository structureproject||-- data| |-- event_txt_files_Study3.zip # Event timing of Study3 for RSA| |-- event_txt_files_Study3R.zip # Event timing of Study3R for RSA| || |-- Fieldmap_Image_Study3 # Fieldmap images of Study3| |-- Fieldmap_Image_Study3R # Fieldmap images of Study3R| || |-- Raw_BOLD_Image_Study3 # BOLD images of Study3| |-- Raw_BOLD_Image_Study3R # BOLD images of Study3R| || |-- Preprocess_BOLD_Image_Study3 # Preprocessed BOLD images without smoothing for Study3| |-- Preprocess_BOLD_Image_Study3R # Preprocessed BOLD images without smoothing for Study3R| || |-- T1_Image_Study3 # T1 images of Study3| `-- T1_Image_Study3R # T1 images of Study3R|`-- code |-- bash_* # Bash scripts for first-level preprocessing and parallel computing |-- python_* # Code for second-level fMRI analysis and result replication |-- matlab_* # Code for first-level representational similarity analysis `-- resources # Resources and intermediate results necessary for replication
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- DOI doi.org/10.57760/sciencedb.29818 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
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Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Image 65% · Magnetic resonance imaging 65%
Provenance · 1 source records, 12 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.29818 | 12 d ago | JSON v1 |
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| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[modality].local:modality:mri | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (65%) |
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| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |