Covenant-keeping the way to blessedness, or, A brief discourse wherein is shewn the connexion which there is between the promise, on God's part; and duty, on our part, in the covenant of grace as it was delivered in several sermons, preached in order to solemn renewing of covenant. By Samuel Willard teacher of a church in Boston in New-England.

Mather, Increase, 1639-1723
Willard, Samuel, 1640-1707
Publisher: printed by James Glen for Samuel Sewall
Place of Publication: Boston
Publication Year: 1682
Approximate Era: CharlesII
TCP ID: A66098 ESTC ID: W37635 STC ID: W2272
Subject Headings: Covenant theology; Covenant theology -- Biblical teaching;
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Textual Features and Statistics

Nota Bene: QP stands for "quotation/paraphrase." A "unit" stands for a segment produced by EEPS' segmentation unit or an individual marginal note. Adjacent references are those that are located in the same or adjacent segment or note. Chapter-level citations are relevant if the chapter matches that of the query. For book-level queries, all references to the same Bible book are relevant. A "Latin Bible QP" is a quotation or paraphrase of any verse from a Bible that follows the Latin Vulgate tradition: the Vulgate, Douay-Rheims Version, the ODRV, and Wycliffe's version.
Feature Description In-Text Marginal
cited Percentage of units with QP and an adjacent citation 4.9% -inf%
cited_exact Percentage of units with QP and an adjacent matching citation 3.3% -inf%
originality Percentage of units that do not exhibit scriptural text reuse 90.8% 100.0%
Italicization Percentage of units with italicized spans of text 4.9% -inf%
sim_score Average cosine similarity score of top Bible verse predictions per unit 0.7% -inf%
cross_score Average cross encoder score of top Bible verse predictions per unit 0.7% -inf%
near_quotations Percentage of units that have high lexical similarity with their Bible verse predictions (any type of score greater than the mean + standard deviation of that score type) 2.0% -inf%



Quotations and Paraphrases

Rather than examine the frequency or proportion of references, it is far more useful to determine which references are most prominent for a citing entity. The visualizations below show the most prominent scriptural references within all publications per year. Prominence, displayed as the value below each label, is measured using the metric of Outgoing Relative Citational Prominence (ORCP) proposed by Wahle et al. (2023). In this case, a positive prominence value for a reference R in a given year means that R constitutes a greater percentage of all the references cited by publications in that year than the average citation percentage of R per year. A negative value indicates that a given reference constitutes a proportion lesser than average. A value of negative infinity means that the query reference does not occur in the citation or QP of a citing entity. A value of "%" (without any numeral value) means that there are no citations or QP corresponding to the query reference.

For quotational prominence, only the predictions with the highest cosine similarity scores for each subsegmented or whole unit of a segment or note are included for consideration. The average quotational prominence for a citing entity is the mean of the prominence percentage points for all references R_ALL that are relevant to the query reference such that each reference R in R_ALL has the highest cosine similarity score with a part or the whole of its covering body segment or marginal note. The percentages of top predictions from each Bible version are displayed in a table below.

For citational prominence, only pluasible scriptural citations and ones where the original phrase does not begin with a lowercase word are included for consideration. A scriptural citation is plausible if its numbering exists in any of the Bibles considered by this project. There are over 76 thousand such excluded candidates out of 1.2 million parsed citational units in total. Each of the four side-by-side tables below also have associated diversity and evenness scores; Simpson's Diversity Index ranges from 0 to 1 such that a higher score indicates a greater species diversity. Likewise, the Shannon Index indicates more evenness in the distribution of individuals in a group when its value approaches 1.


Diversity: 0.864
Evenness: 0.983
Part Prominence
Old Testament (AKJV) 10.176
Apocrypha (Douay-Rheims) 7.708
Old Testament (Douay-Rheims) 2.559
Old Testament (Geneva) 1.177
New Testament (Tyndale) 1.09
New Testament (Geneva) 0.053
New Testament (ODRV) -0.027
New Testament (AKJV) -1.317
Diversity: 0.953
Evenness: 0.995
Book Prominence
Psalms (AKJV) 5.914
2 Chronicles (Geneva) 4.184
2 Paralipomenon (Douay-Rheims) 4.177
1 Kings (AKJV) 4.067
Hosea (AKJV) 4.037
2 Chronicles (AKJV) 3.998
Jeremiah (Geneva) 3.899
Deuteronomy (AKJV) 3.78
Galatians (ODRV) 3.763
Galatians (AKJV) 3.676
Ecclesiasticus (Douay-Rheims) 3.67
Philippians (AKJV) 3.586
Proverbs (Douay-Rheims) 3.54
John (Geneva) 3.478
Proverbs (Geneva) 3.417
Matthew (Tyndale) 3.262
Matthew (Geneva) 3.186
John (AKJV) 3.164
1 Corinthians (Geneva) 3.076
Proverbs (AKJV) 2.945
1 Corinthians (AKJV) 2.78
Psalms (Geneva) 2.533
Diversity: 0.964
Evenness: 0.993
Chapter Prominence
Psalms 44 (AKJV) 6.342
Psalms 78 (AKJV) 6.335
2 Paralipomenon 12 (Douay-Rheims) 3.222
Deuteronomy 18 (AKJV) 3.22
2 Chronicles 15 (Geneva) 3.216
Ecclesiasticus 3 (Douay-Rheims) 3.214
2 Chronicles 15 (AKJV) 3.208
1 Kings 8 (AKJV) 3.206
1 Corinthians 16 (Geneva) 3.204
Jeremiah 17 (Geneva) 3.19
Proverbs 23 (Douay-Rheims) 3.189
Psalms 51 (Geneva) 3.187
John 7 (Geneva) 3.185
Proverbs 28 (Douay-Rheims) 3.185
Proverbs 28 (Geneva) 3.182
Hosea 6 (AKJV) 3.178
Psalms 78 (Geneva) 3.178
Matthew 22 (Geneva) 3.173
Psalms 73 (Geneva) 3.158
Proverbs 20 (AKJV) 3.153
John 7 (AKJV) 3.148
Matthew 22 (Tyndale) 3.143
Proverbs 3 (AKJV) 3.13
Galatians 6 (ODRV) 3.11
Galatians 6 (AKJV) 3.084
1 Corinthians 1 (AKJV) 3.08
Psalms 37 (AKJV) 3.071
Philippians 2 (AKJV) 3.006
Psalms 119 (AKJV) 3.006
Diversity: 0.964
Evenness: 0.993
Verse Prominence
Psalms 78.37 (AKJV) 6.444
Psalms 44.21 (AKJV) 6.398
2 Chronicles 15.15 (Geneva) 3.225
1 Kings 8.61 (AKJV) 3.225
1 Corinthians 1.8 (AKJV) 3.225
Proverbs 3.19 (AKJV) 3.224
2 Paralipomenon 12.14 (Douay-Rheims) 3.224
Ecclesiasticus 3.29 (Douay-Rheims) 3.224
Deuteronomy 18.17 (AKJV) 3.224
Proverbs 28.14 (Geneva) 3.224
Psalms 78.37 (Geneva) 3.222
2 Chronicles 15.15 (AKJV) 3.222
Proverbs 28.26 (Douay-Rheims) 3.222
Psalms 37.23 (AKJV) 3.221
Psalms 73.11 (Geneva) 3.221
1 Corinthians 16.13 (Geneva) 3.22
Psalms 119.106 (AKJV) 3.218
Hosea 6.4 (AKJV) 3.217
Proverbs 23.26 (Douay-Rheims) 3.217
Matthew 22.37 (Geneva) 3.217
Galatians 6.7 (AKJV) 3.215
Psalms 51.17 (Geneva) 3.214
Proverbs 20.25 (AKJV) 3.214
John 7.24 (AKJV) 3.21
John 7.24 (Geneva) 3.21
Jeremiah 17.9 (Geneva) 3.204
Galatians 6.7 (ODRV) 3.204
Matthew 22.37 (Tyndale) 3.195
Philippians 2.21 (AKJV) 3.194
Segment No., Location Verse & Version Verse Text Text Is a Partial Textual Segment/Note Adjacent References Cosine Similarity Score Cross Encoder Score Okapi BM25 Score



Citations
i
The index of citation indicates its position within the text of the segment or a particular note of the segment. For example, if 'Note 0' (i.e., the first note) of this segment has three citations, the citation with index 0 is its first citation, inclusive of all its parsed components.

Diversity: 0.5
Evenness: 1.0
Part Prominence
Old Testament 2.666
New Testament 1.805
Diversity: 0.922
Evenness: 0.985
Book Prominence
Ezekiel 10.896
Isaiah 9.118
Jonah 5.851
Hosea 5.053
2 Chronicles 5.014
2 Samuel 4.636
1 Samuel 4.467
Galatians 4.431
Deuteronomy 4.119
Jeremiah 4.008
Hebrews 3.464
Proverbs 3.202
Luke 3.032
Psalms 1.078
Diversity: 0.967
Evenness: 0.994
Chapter Prominence
Ezekiel 33 5.769
Isaiah 58 5.73
Jeremiah 34 2.927
2 Chronicles 12 2.919
Jeremiah 44 2.913
Jonah 2 2.91
Psalms 57 2.902
1 Samuel 7 2.892
Hosea 7 2.892
Ezekiel 14 2.889
Deuteronomy 5 2.888
2 Chronicles 15 2.885
2 Samuel 23 2.876
Hosea 6 2.851
Proverbs 4 2.85
Isaiah 38 2.846
Jeremiah 17 2.828
Jeremiah 3 2.818
Hebrews 3 2.818
Proverbs 20 2.809
Proverbs 23 2.808
Psalms 139 2.807
Psalms 78 2.797
Luke 14 2.797
Proverbs 28 2.785
Proverbs 14 2.779
Proverbs 10 2.773
Hebrews 4 2.773
Proverbs 3 2.76
Psalms 37 2.75
Galatians 6 2.621
Psalms 119 2.545
Diversity: 0.966
Evenness: 0.996
Verse Prominence
Ezekiel 33.31 6.424
Luke 14.2 3.225
Jonah 2.3 3.224
Proverbs 10.8 3.224
Proverbs 3.19 3.224
2 Chronicles 12.14 3.224
Jeremiah 34.8 3.223
Proverbs 28.26 3.223
2 Chronicles 15.15 3.222
Psalms 37.23 3.221
Hosea 7.11 3.221
Psalms 139.12 3.221
Psalms 78.37 3.219
Psalms 57.7 3.219
Deuteronomy 5.27 3.219
Proverbs 14.13 3.218
1 Samuel 7.16 3.218
Luke 14.28 3.218
Proverbs 20.26 3.218
Psalms 119.106 3.214
Jeremiah 3.15 3.211
2 Samuel 23.5 3.211
2 Samuel 23.3 3.21
Hosea 6.4 3.21
Proverbs 23.26 3.208
Hebrews 3.12 3.206
Isaiah 38.3 3.202
Proverbs 4.23 3.201
Jeremiah 17.9 3.199
Hebrews 4.12 3.186
Segment No., Location Possible Citation Adjacent References Phrase