Table 1
Author metadata supplementation.
| FIELD NAME | NUMBER OF RECORDS (OUT OF 8,753) | |
|---|---|---|
| ORIGINAL | CLEAN | |
| Author | 8,753 | 8,753 |
| Link | 8,753 | 8,753 |
| Identifier | 8,753 | 8,753 |
| GivenName | 8,681 | |
| FamilyName | 8,753 | |
| AlternateNames | 8,753 | |
| BirthDate (cleaned) | 8,654 | 8,654 |
| BirthPlace (cleaned) | 3,928 | 4,584 |
| BirthCountry | 4,586 | |
| DeathDate (cleaned) | 4,362 | 4,362 |
| DeathPlace (cleaned) | 2,735 | 3,243 |
| DeathCountry | 3,254 | |
| Gender | 8,753 | |
| Occupation | 3,989 | |
| Period | 8,678 | |
| Language | 4,448 | |
| Category | 6,486 | |
| Organisation | 8 | |
Figure 1
Distribution of authors across classes.
Figure 2
Illustration of nodes and edges in the network.
Figure 3
Network of the C-CLAMP authors; node size corresponds to degree centrality; spatial proximity indicates citation and collaboration intensity.
Table 2
Data dictionary of the final metadata file, author_metadata_hisclass_final.txt.
| FIELD | DESCRIPTION | ALLOWED VALUES | EXAMPLE | SOURCE |
|---|---|---|---|---|
| author | Standardized author name | full name | Jan Engelman | DBNL |
| link | DBNL author landing page | URL | https://www.dbnl.org/auteurs/auteur.php?id=enge016 | DBNL |
| identifier | Unique author ID | DBNL ID format | enge016 | DBNL |
| givenName | Author’s given name(s) | text | Johannes Aloysius Antonius | DBNL/KBenrichment |
| familyName | Author’s family name | text | Engelman | DBNL |
| alternateNames | Alternative names/pseudonyms | slash-separated list | JanEngelman | DBNL |
| birthDate | Date of birth | YYYY-MM-DD | 1900-06-07 | KB/DBNL |
| birthPlace | Place of birth | Standardized place name | Utrecht | KB/DBNL |
| birthCountry | Country of birth | Standardized country | Nederland | KB |
| deathDate | Date of death | YYYY-MM-DD | 1972-03-20 | KB/DBNL |
| deathPlace | Place of death | standardized place name | Amsterdam | KB/DBNL |
| deathCountry | Country of death | standardized country | Nederland | KB |
| gender | Gender classification | male/female/unknown | male | KB |
| occupation | Raw occupation list | slash-separated list | redacteur/journalist/vertaler | DBNL/KBenrichment |
| occupationHisclass | HISCLASS-coded occupations | slash-separated list | redacteur/journalist/vertaler | derived |
| Hisclass | HISCLASS score list | slash-separated numeric codes | 2.0/4.0/2.0 | derived |
| lowestHisclass | Minimum HISCLASS value | class values | 2.0 | derived |
| period | Historical period | controlled labels | TwintigsteEeuw | DBNL |
| language | Language of publication | nl/ISO code | nl | DBNL |
| category | Literary/genre category | controlled labels | secundair/nonfictie | DBNL |
| organisation | Associated organisations | controlled labels | NA | DBNL/KB |
Table 3
Description of files in CCLAMP_Network.
| FILE NAME | DESCRIPTION |
|---|---|
| CCLAMP_Directed_Network_Notebook_update.ipynb | Jupyter notebook to construct the network from the corpus data |
| C-CLAMP_networks revisited.ipynb | Jupyter notebook for analyzing the network: community detection and computing centrality measures |
| C-CLAMP_metadata_gender.txt | Original metadata file (used in CCLAMP_Directed_Network_Notebook_update.ipynb |
| author_metadata_hisclass_final.txt | Final author metadata file as described in Table 2. Used in C-CLAMP_networks revisited.ipynb. |
| author_list.txt | List of all authors constructed from C-CLAMP_metadata_gender.txt |
| author_DOB_list.txt | List of all authors augmented with their date of birth |
| mentions_and_authors.zip | List of all mentions and authors per text |
| CCLAMP_Directed_Network_update.txt | The network itself; contains source, target and weight |
| CCLAMP_Network.graphml | GraphML file containing the complete CCLAMP network structure, including nodes, edges, and associated node attributes. |
| network_metadata.txt | Tab-separated file containing author-level metadata and network centrality and clustering metrics. |
| network_centralities and clustering.txt | Tab-separated file containing author-level network centrality and clustering metrics. |
| network_leiden_partitions.txt | Tab-separated file containing each author and their assigned Leiden community in the network. |
| network_leiden_subgraphs_metrics.txt | Tab-separated file containing transitivity, average clustering, and size metrics for each Leiden community subgraph. |
| network_louvain_communities.txt | Tab-separated file containing each author and their assigned Louvain community in the network. |
| network_louvain_subgraphs_metrics.txt | Tab-separated file containing transitivity, average clustering, and size metrics for each Louvain community subgraph. |