cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7925/drs1.duchas_5147538
title: Story

description: Story collected by Philomena Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Richard Bulmer.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498549
title: Local Cures

description: Story collected by Eillen Evans, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101488
title: Stories of the Battle of Ballinamuck

description: Story collected by Mícheál Ó Dubhthaigh, a student at Cluainteach school (Cloontagh, Co. Longford) from informant T. Mc Manus.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seán Ó Buadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147539
title: Thunder-Storm

description: Story collected by a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant James Kelly.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498550
title: Local Cures

description: Story collected by Brigid Barrett, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147540
title: Old Crafts

description: Story collected by Nelly Kelly, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498551
title: Place Names - Fields etc.

description: Story collected by William Ward, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101489
title: Evil Spirits

description: Story collected by Irene Finnegan, a student at Forgney, Ballymahon school (Forgney, Co. Longford) from informant Mrs Dodd.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Mrs B. Higgins.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147545
title: Story

description: Story collected by Annie Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant James Doyle.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498552
title: Place Names - Fields etc.

description: Story collected by Maureen Kearns, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101490
title: Bread

description: Story collected by Dorothy Dixon, a student at Lisnabo, Newtownforbes school (Lisnabo, Co. Longford) from informant an unidentified informant.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Uí Bhiadhtaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498553
title: Place Names - Fields etc.

description: Story collected by Brigid Evans, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498554
title: Place Names - Fields etc.

description: Story collected by Mary Barrett, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147546
title: Weather-Signs

description: Story collected by Philomena Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Peter Byrne.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101492
title: Ghost Story

description: Story collected by B. Higgins, a student at Forgney, Ballymahon school (Forgney, Co. Longford) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Mrs B. Higgins.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101493
title: Turf

description: Story collected by Peggy Mc Shane, a student at Moyne (C.) school (Moyne, Co. Longford) from informant Michael Mc Shane.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Uí Tháibh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147548
title: Story

description: Story collected by Philomena Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Richard Bulmer.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101494
title: Local Fairs

description: Story collected by Mena Rogers, a student at Drumlish (C.) school (Drumlish, Co. Longford) from informant John Reynolds.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Brigid Lacy.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147550
title: Story

description: Story collected by Maura Duffy, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Molly Doyle.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498555
title: Local Sayings and Proverbs

description: Story collected by Kathleen Howard, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101495
title: Stories of the Battle of Ballinamuck

description: Story collected by a student at Cluainteach school (Cloontagh, Co. Longford) from informant J. Bohan.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seán Ó Buadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147552
title: Story

description: Story collected by Janie King, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Jack King.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.5281/zenodo.8169288
title: FireProtDB + PDB Structural Protein Stability Dataset

description: Dataset compiled and curated for use in the ThermoMPNN paper: https://doi.org/10.1073/pnas.2314853121: 

Dataset for training models for prediction of thermodynamic stability changes (ddG) of protein point mutations given a wildtype protein structure (PDB) file. Data was assembled by matching sequence-based ddG measurements in FireProtDB to structures from the RCSB Protein Data Bank (PDB). For details, see the Methods section of our manuscript.

Citing this work: If you choose to use this dataset for your own research, please cite this repository and the ThermoMPNN paper: https://doi.org/10.1073/pnas.2314853121.

 

Contents:

pdbs/ directory contains all PDB files

csvs/ directory contains all CSVs with mutation data

csvs/4_fireprotDB_bestpH.csv is the main (full) dataset file with 3,438 mutations across 100 proteins.

csvs/fireprot_splits.pkl contains the dataset splits (train/val/test) used in our study

csvs/splits/ contains csvs for each of the splits (train/val/test/homologue-free) indexed from the full dataset csv.

Important CSV columns:



pdb_id_corrected: corresponds to the PDB in the pdbs/ directory (after curation and disambiguation)

ddG: ddG value for mutation (mutant - WT)

wild_type: wild-type amino acid (1-letter code)

mutation: mutant amino acid (1-letter code)

pdb_position: 0-based index of the mutated residue in the PDB file (may be different from position in  the original FireProtDB sequence entry)
DOI: 10.7925/drs1.duchas_4498557
title: Birds

description: Story collected by Kathleen Howard, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147553
title: Riddles

description: Story collected by Moya Scully, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Elizabeth O' Toole.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498558
title: Birds

description: Story collected by Veronica Long, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101497
title: Threshing

description: Story collected by Mary Jo Gray, a student at Moyne (C.) school (Moyne, Co. Longford) from informant Mr Francis Gallagher.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Bean Uí Tháibh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101498
title: Stories of the Battle of Ballinamuck

description: Story collected by a student at Cluainteach school (Cloontagh, Co. Longford) from informant J. Bohan.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seán Ó Buadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498559
title: Funeral Customs

description: Story collected by Maureen Kearns, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147556
title: Story

description: Story collected by Annie Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant James O' Neill.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101499
title: Taking Butter

description: Story collected by B. Higgins, a student at Forgney, Ballymahon school (Forgney, Co. Longford) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Mrs B. Higgins.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498560
title: Roads, Lanes and Paths etc.

description: Story collected by Kathleen Howard, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147558
title: Hidden Treasure

description: Story collected by Nelly Kelly, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant John Kelly.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498561
title: Local Festival Customs

description: Story collected by Maureen Kearns, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101500
title: Stories of the Battle of Ballinamuck

description: Story collected by a student at Cluainteach school (Cloontagh, Co. Longford) from informant J. Bohan.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Seán Ó Buadhacháin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147559
title: Great Flood

description: Story collected by Moya Scully, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Elizabeth O' Toole.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101501
title: Danes' Pipes

description: Story collected by John Finn, a student at Forgney, Ballymahon school (Forgney, Co. Longford) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Mrs B. Higgins.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498562
title: Beliefs about Happenings in the House

description: Story collected by Kathleen Howard, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498563
title: Local Sayings

description: Story collected by Maureen Kearns, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5101502
title: Fairy Story

description: Story collected by a student at Ballymahon (B.) school (Ballymahon, Co. Longford) from informant Pat Rogers.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Eugene Conway.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147560
title: Story

description: Story collected by Philomena Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant James Neill.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4498564
title: Local Sayings

description: Story collected by Thomas Dwyer, a student at Killossery, Kilsallaghan school (Killossery, Co. Dublin) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher B. Ó Corbhallagh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_5147562
title: Story

description: Story collected by Patty Byrne, a student at Hackettstown (St Joseph's) school (Hacketstown, Co. Carlow) from informant Richard Bulmer.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher M. Ní Raghallaigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.