Overview features

This repository offers a set of features built specifically for use with the N1904 Text-Fabric dataset. Text-Fabric is a powerful platform for analyzing biblical texts with linguistic and structural detail.

The features of this package can be grouped as follows:

Feature group: Morpheus

Meta data

These features describe the Morpheus analysis per word-node (more info).

Feature name	Data type	Available on node	Description	Examples
betacode	str	word	The Greek unicode word in betacode	*)ihsou= *xristou=
mm_raw_bc	str	word	Betacode representation of the raw: field of Morpheus for this word node	*)ihsou= *xristou=
mm_raw_uc	str	word	Unicode representation of the raw: field of Morpheus for this word node	Ἰησοῦς
mm_num_lemmas	int	word	Number of different lemmas returned by the Morpheus analytic blocks for this word node	1 3
mm_num_blocks	int	word	Total number of analytic Morpheus blocks return for this word node	1 9 11
mm_num_morphs	int	word	Total number of returned different morph tags	1 2 4
mm_max_sim	int	word	Maximum similarity with N1904-TF morph tag for any lemma	100 90 11

Summary data

These features summarize the Morpheus analysis grouped per lemma (more info).

Feature name	Data type	Available on node	Description	Examples
ms{num}_block_nums	str	word	Summary feature for grouped analysis #{num} providing a list with the associated blocknumbers.	1/2 4/5/6
ms{num}_lem_base_bc	str	word	Summary feature for grouped analysis #{num} providing the base lemma (clean; without suffixes) encoded in betacode	ku/rios *solomw/n
ms{num}_lem_base_uc	str	word	Summary feature for grouped analysis #{num} providing the base lemma (clean; without suffixes) encoded in unicode	φανάω ἀνά-διδράσκω
ms{num}_lem_full_bc	str	word	Summary feature for grouped analysis #{num} providing the full lemma incl. homonym or pl-suffix identifiers, if any) encoded in betacode	*daui/dhs-pl h)/2
ms{num}_lem_full_uc	str	word	Summary feature for grouped analysis #{num} providing the full lemma incl. homonym or pl-suffix identifiers, if any) encoded in unicode	Ἰησοῦσ-πλ λέγω2
ms{num}_lem_homonym	str	word	lemma homonym indicator
ms{num}_lem_pl_suff	str	word	lemma pl suffix indicator
ms{num}_morph	str	word	Summary feature for grouped analysis #{num} providing a list of morphs	N-GSM/N-VSM/N-PRI V-IEI-2S
ms{num}_morph_sim	str	word	Summary feature for grouped analysis #{num} providing a list of morps similairties to the N1904-TF morph	100/93/56 56
ms{num}_num_blocks	int	word	Summary feature for grouped analysis #{num} providing the number of analytic blocks it summarizes	3 2

Detail data

These features provide access to detailes of each individual Morpheus analysis block (more info).

Feature name	Data type	Available on node	Description
md{num}_{inf_elem}	str	word	Overview of features providing access to data from individual Morpheus analytic blocks

Analytic data

These features provide access to features based upon analysis of the Morpheus data in connection with N1904-TF morphosyntactic tagging (more info).

Feature name	Data type	Available on node	Description
ma{num}_pf_altern	str	phrase	Phrase function alternatives based on morphological tagging according to base N1904-TF (num=0) or Morpheus (num in range 1,12)
ma{num}_pf_flip	int	phrase	Max function flip potential for phrase according to morphological tagging according to base N1904-TF (num=0) or Morpheus (num in range 1,12)
ma_pf_max_flip	int	phrase	Max function flip potential for both N1904-TF and Morpheus based tagging.

Feature group: Statistic

Feature name	Data type	Available on node	Description	Examples
lemma_entr_mbit	int	word	Absolute entropy of the lemma as predictor of its parent phrase function in mili-bits	number ranging from 0 to 2550
lemma_entr_norm	int	word	Normalized entropy of the lemma as predictor of its parent phrase function (scale 0-1000)	number ranging from 0 to 737
lemma_ttr	str	book chapter sentence group wg phrase subphrase clause	Type to Token Ratio based on lemma for all word nodes under this node	0.10438939 0.06539666
morph_entr_mbit	int	word	Absolute entropy of a morph-tag as predictor of its parent phrase function in mili-bits	number ranging from 0 to 2727
morph_entr_norm	int	word	Normalized entropy of a morph as predictor of its parent phrase function (scale 0-1000)	number ranging from 0 to 788
morph_ttr	str	book chapter sentence group wg phrase subphrase clause	Type to Token Ratio based on lemma for all word nodes under this node	0.11847122 0.36065573
num_words	int	book chapter verse sentence group wg phrase subphrase clause	Number of word nodes below this node	2 15643
text_entr_mbit	int	word	Absolute entropy of the surface level wordform as predictor of its parent phrase function in mili-bits	number ranging from 0 to 2584
text_entr_norm	int	word	Normalized entropy of a surface level wordform as predictor of its parent phrase function (scale 0-1000)	number ranging from 0 to 747
text_ttr	str	book chapter sentence group wg phrase subphrase clause	Type to Token Ratio based on wordform for all word nodes under this node	0.30498177 0.37854251

Feature group: Cross reference

Feature name	Data type	Available on node	Description	Examples
osis_id	str	book chapter verse	Book name accoring to the OSIS (Open Scriptural Information Standard) ID	2Thess Phlm

Feature group: Miscellaneous

Feature name	Data type	Available on node	Description	Examples
formaltag	str	word	The “form-oriented” morphological tag from GBI nodes data	V-AAI-3S
orig_order	int	word	Word order as it is found in the XML Low Fat Tree implementation of the corpus	567 1043
penntree	str	sentence	Penntree like syntax tree