twitter / communitynotes
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 44 files with 12,965 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 10 files changed 21-50 times (6,153 lines of code)
    • 21 files changed 6-20 times (4,194 lines of code)
    • 13 files changed 1-5 times (2,618 lines of code)
0% | 0% | 47% | 32% | 20%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 44 files with 12,965 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 0 files changed by 11-25 contributors (0 lines of code)
    • 8 files changed by 6-10 contributors (5,300 lines of code)
    • 29 files changed by 2-5 contributors (6,898 lines of code)
    • 7 files changed by 1 contributor (767 lines of code)
0% | 0% | 40% | 53% | 5%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, md, svg, txt, html, gitignore, json, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 47% | 32% | 20%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
sourcecode0% | 0% | 47% | 32% | 20%
Most Frequently Changed Files (Top 44)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
constants.py
in sourcecode/scoring
 866 5 2023-03-01 2025-04-08 49 7 lucasneumann.fau@gmail.com bradm@twitter.com
run_scoring.py
in sourcecode/scoring
 1579 27 2023-03-01 2025-04-10 49 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
mf_base_scorer.py
in sourcecode/scoring
 973 19 2023-03-01 2025-04-10 48 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
scoring_rules.py
in sourcecode/scoring
 880 44 2023-03-01 2025-04-10 43 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
process_data.py
in sourcecode/scoring
 582 26 2023-03-01 2025-04-01 36 8 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
note_ratings.py
in sourcecode/scoring
 598 10 2023-03-01 2025-04-08 30 5 lucasneumann.fau@gmail.com bradm@twitter.com
mf_core_scorer.py
in sourcecode/scoring
 69 6 2023-03-01 2025-04-08 24 5 lucasneumann.fau@gmail.com bradm@twitter.com
scorer.py
in sourcecode/scoring
 339 20 2023-03-01 2025-04-10 24 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
mf_group_scorer.py
in sourcecode/scoring
 184 13 2023-07-27 2025-04-10 22 4 bradm@twitter.com jaynbaxter@gmail.com
mf_expansion_scorer.py
in sourcecode/scoring
 83 9 2023-03-01 2025-04-08 21 4 lucasneumann.fau@gmail.com bradm@twitter.com
note_status_history.py
in sourcecode/scoring
 213 7 2023-03-01 2025-04-08 19 5 lucasneumann.fau@gmail.com bradm@twitter.com
runner.py
in sourcecode/scoring
 248 3 2023-09-21 2025-03-01 17 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
matrix_factorization.py
in sourcecode/scoring/matrix_factorization
 470 17 2023-08-14 2025-04-08 17 3 jaynbaxter@gmail.com bradm@twitter.com
enums.py
in sourcecode/scoring
 25 1 2023-07-07 2025-04-01 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
explanation_tags.py
in sourcecode/scoring
 76 3 2023-03-01 2024-05-22 14 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
incorrect_filter.py
in sourcecode/scoring
 120 4 2023-05-20 2024-06-27 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
helpfulness_scores.py
in sourcecode/scoring
 173 4 2023-03-01 2025-03-01 14 4 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
main.py
in sourcecode
 5 - 2023-03-01 2024-10-09 13 6 jaynbaxter@gmail.com bradm@twitter.com
topic_model.py
in sourcecode/scoring
 217 11 2024-03-22 2025-04-08 12 3 bradm@twitter.com bradm@twitter.com
contributor_state.py
in sourcecode/scoring
 442 17 2023-03-01 2024-08-21 12 5 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
pseudo_raters.py
in sourcecode/scoring/matrix_factorization
 286 12 2023-08-14 2024-10-09 11 3 jaynbaxter@gmail.com bradm@twitter.com
reputation_scorer.py
in sourcecode/scoring
 136 12 2023-12-21 2024-08-21 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
reputation_matrix_factorization.py
in sourcecode/scoring/reputation_matrix_factorization
 439 16 2023-11-20 2024-08-21 10 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pandas_utils.py
in sourcecode/scoring
 481 21 2024-06-27 2025-03-01 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
tag_filter.py
in sourcecode/scoring
 59 5 2023-03-01 2024-08-21 8 3 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
mf_expansion_plus_scorer.py
in sourcecode/scoring
 77 9 2023-11-22 2025-04-08 8 3 brad.miller.87@gmail.com bradm@twitter.com
tag_consensus.py
in sourcecode/scoring
 117 3 2023-11-14 2025-03-01 8 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
diligence_model.py
in sourcecode/scoring/reputation_matrix_factorization
 167 4 2023-11-20 2024-08-21 8 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
post_selection_similarity.py
in sourcecode/scoring
 215 9 2024-05-30 2024-09-17 8 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
model.py
in sourcecode/scoring/matrix_factorization
 55 5 2023-08-14 2025-04-08 7 3 jaynbaxter@gmail.com bradm@twitter.com
mf_topic_scorer.py
in sourcecode/scoring
 173 10 2024-03-22 2024-07-17 7 3 bradm@twitter.com jaynbaxter@gmail.com
dataset.py
in sourcecode/scoring/reputation_matrix_factorization
 41 1 2023-12-20 2024-07-26 5 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
weighted_loss.py
in sourcecode/scoring/reputation_matrix_factorization
 61 4 2023-11-20 2023-12-20 4 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
helpfulness_model.py
in sourcecode/scoring/reputation_matrix_factorization
 129 3 2023-12-21 2024-08-21 4 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring/reputation_matrix_factorization
 1 - 2023-11-20 2023-12-20 3 2 brad.miller.87@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring/matrix_factorization
 1 - 2023-08-14 2023-12-20 3 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
mf_core_with_topics_scorer.py
in sourcecode/scoring
 83 9 2025-03-01 2025-04-08 3 3 jaynbaxter@gmail.com bradm@twitter.com
normalized_loss.py
in sourcecode/scoring/matrix_factorization
 120 6 2024-02-14 2024-07-26 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pflip_model.py
in sourcecode/scoring
 535 22 2024-10-09 2025-03-01 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pflip_plus_model.py
in sourcecode/scoring
 1225 36 2025-03-19 2025-04-08 2 2 brad.miller.87@gmail.com bradm@twitter.com
__init__.py
in sourcecode/scoring
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
__init__.py
in sourcecode
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
mf_multi_group_scorer.py
in sourcecode/scoring
 31 4 2024-08-12 2024-08-12 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
389 20 2024-09-17 2024-09-17 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
Files With Most Contributors (Top 44)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
process_data.py
in sourcecode/scoring
 582 26 2023-03-01 2025-04-01 36 8 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
constants.py
in sourcecode/scoring
 866 5 2023-03-01 2025-04-08 49 7 lucasneumann.fau@gmail.com bradm@twitter.com
mf_base_scorer.py
in sourcecode/scoring
 973 19 2023-03-01 2025-04-10 48 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
scoring_rules.py
in sourcecode/scoring
 880 44 2023-03-01 2025-04-10 43 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
explanation_tags.py
in sourcecode/scoring
 76 3 2023-03-01 2024-05-22 14 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
run_scoring.py
in sourcecode/scoring
 1579 27 2023-03-01 2025-04-10 49 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
scorer.py
in sourcecode/scoring
 339 20 2023-03-01 2025-04-10 24 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
main.py
in sourcecode
 5 - 2023-03-01 2024-10-09 13 6 jaynbaxter@gmail.com bradm@twitter.com
note_ratings.py
in sourcecode/scoring
 598 10 2023-03-01 2025-04-08 30 5 lucasneumann.fau@gmail.com bradm@twitter.com
mf_core_scorer.py
in sourcecode/scoring
 69 6 2023-03-01 2025-04-08 24 5 lucasneumann.fau@gmail.com bradm@twitter.com
note_status_history.py
in sourcecode/scoring
 213 7 2023-03-01 2025-04-08 19 5 lucasneumann.fau@gmail.com bradm@twitter.com
contributor_state.py
in sourcecode/scoring
 442 17 2023-03-01 2024-08-21 12 5 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
mf_group_scorer.py
in sourcecode/scoring
 184 13 2023-07-27 2025-04-10 22 4 bradm@twitter.com jaynbaxter@gmail.com
mf_expansion_scorer.py
in sourcecode/scoring
 83 9 2023-03-01 2025-04-08 21 4 lucasneumann.fau@gmail.com bradm@twitter.com
incorrect_filter.py
in sourcecode/scoring
 120 4 2023-05-20 2024-06-27 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
helpfulness_scores.py
in sourcecode/scoring
 173 4 2023-03-01 2025-03-01 14 4 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
enums.py
in sourcecode/scoring
 25 1 2023-07-07 2025-04-01 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
matrix_factorization.py
in sourcecode/scoring/matrix_factorization
 470 17 2023-08-14 2025-04-08 17 3 jaynbaxter@gmail.com bradm@twitter.com
runner.py
in sourcecode/scoring
 248 3 2023-09-21 2025-03-01 17 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
topic_model.py
in sourcecode/scoring
 217 11 2024-03-22 2025-04-08 12 3 bradm@twitter.com bradm@twitter.com
pseudo_raters.py
in sourcecode/scoring/matrix_factorization
 286 12 2023-08-14 2024-10-09 11 3 jaynbaxter@gmail.com bradm@twitter.com
reputation_scorer.py
in sourcecode/scoring
 136 12 2023-12-21 2024-08-21 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
reputation_matrix_factorization.py
in sourcecode/scoring/reputation_matrix_factorization
 439 16 2023-11-20 2024-08-21 10 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pandas_utils.py
in sourcecode/scoring
 481 21 2024-06-27 2025-03-01 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
tag_filter.py
in sourcecode/scoring
 59 5 2023-03-01 2024-08-21 8 3 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
tag_consensus.py
in sourcecode/scoring
 117 3 2023-11-14 2025-03-01 8 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
mf_expansion_plus_scorer.py
in sourcecode/scoring
 77 9 2023-11-22 2025-04-08 8 3 brad.miller.87@gmail.com bradm@twitter.com
diligence_model.py
in sourcecode/scoring/reputation_matrix_factorization
 167 4 2023-11-20 2024-08-21 8 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
model.py
in sourcecode/scoring/matrix_factorization
 55 5 2023-08-14 2025-04-08 7 3 jaynbaxter@gmail.com bradm@twitter.com
mf_topic_scorer.py
in sourcecode/scoring
 173 10 2024-03-22 2024-07-17 7 3 bradm@twitter.com jaynbaxter@gmail.com
dataset.py
in sourcecode/scoring/reputation_matrix_factorization
 41 1 2023-12-20 2024-07-26 5 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
weighted_loss.py
in sourcecode/scoring/reputation_matrix_factorization
 61 4 2023-11-20 2023-12-20 4 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
mf_core_with_topics_scorer.py
in sourcecode/scoring
 83 9 2025-03-01 2025-04-08 3 3 jaynbaxter@gmail.com bradm@twitter.com
normalized_loss.py
in sourcecode/scoring/matrix_factorization
 120 6 2024-02-14 2024-07-26 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pflip_model.py
in sourcecode/scoring
 535 22 2024-10-09 2025-03-01 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring/reputation_matrix_factorization
 1 - 2023-11-20 2023-12-20 3 2 brad.miller.87@gmail.com jaynbaxter@gmail.com
pflip_plus_model.py
in sourcecode/scoring
 1225 36 2025-03-19 2025-04-08 2 2 brad.miller.87@gmail.com bradm@twitter.com
post_selection_similarity.py
in sourcecode/scoring
 215 9 2024-05-30 2024-09-17 8 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
helpfulness_model.py
in sourcecode/scoring/reputation_matrix_factorization
 129 3 2023-12-21 2024-08-21 4 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring/matrix_factorization
 1 - 2023-08-14 2023-12-20 3 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
mf_multi_group_scorer.py
in sourcecode/scoring
 31 4 2024-08-12 2024-08-12 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
389 20 2024-09-17 2024-09-17 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
Files With Least Contributors (Top 44)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
389 20 2024-09-17 2024-09-17 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
post_selection_similarity.py
in sourcecode/scoring
 215 9 2024-05-30 2024-09-17 8 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
helpfulness_model.py
in sourcecode/scoring/reputation_matrix_factorization
 129 3 2023-12-21 2024-08-21 4 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
mf_multi_group_scorer.py
in sourcecode/scoring
 31 4 2024-08-12 2024-08-12 1 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
__init__.py
in sourcecode/scoring/matrix_factorization
 1 - 2023-08-14 2023-12-20 3 1 jaynbaxter@gmail.com jaynbaxter@gmail.com
__init__.py
in sourcecode/scoring
 1 - 2023-03-01 2023-03-01 1 1 lucasneumann.fau@gmail.com lucasneumann.fau@gmail.com
pflip_plus_model.py
in sourcecode/scoring
 1225 36 2025-03-19 2025-04-08 2 2 brad.miller.87@gmail.com bradm@twitter.com
__init__.py
in sourcecode/scoring/reputation_matrix_factorization
 1 - 2023-11-20 2023-12-20 3 2 brad.miller.87@gmail.com jaynbaxter@gmail.com
pflip_model.py
in sourcecode/scoring
 535 22 2024-10-09 2025-03-01 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pandas_utils.py
in sourcecode/scoring
 481 21 2024-06-27 2025-03-01 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
matrix_factorization.py
in sourcecode/scoring/matrix_factorization
 470 17 2023-08-14 2025-04-08 17 3 jaynbaxter@gmail.com bradm@twitter.com
reputation_matrix_factorization.py
in sourcecode/scoring/reputation_matrix_factorization
 439 16 2023-11-20 2024-08-21 10 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
pseudo_raters.py
in sourcecode/scoring/matrix_factorization
 286 12 2023-08-14 2024-10-09 11 3 jaynbaxter@gmail.com bradm@twitter.com
runner.py
in sourcecode/scoring
 248 3 2023-09-21 2025-03-01 17 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
topic_model.py
in sourcecode/scoring
 217 11 2024-03-22 2025-04-08 12 3 bradm@twitter.com bradm@twitter.com
mf_topic_scorer.py
in sourcecode/scoring
 173 10 2024-03-22 2024-07-17 7 3 bradm@twitter.com jaynbaxter@gmail.com
diligence_model.py
in sourcecode/scoring/reputation_matrix_factorization
 167 4 2023-11-20 2024-08-21 8 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
reputation_scorer.py
in sourcecode/scoring
 136 12 2023-12-21 2024-08-21 10 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
normalized_loss.py
in sourcecode/scoring/matrix_factorization
 120 6 2024-02-14 2024-07-26 2 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
tag_consensus.py
in sourcecode/scoring
 117 3 2023-11-14 2025-03-01 8 3 jaynbaxter@gmail.com jaynbaxter@gmail.com
mf_core_with_topics_scorer.py
in sourcecode/scoring
 83 9 2025-03-01 2025-04-08 3 3 jaynbaxter@gmail.com bradm@twitter.com
mf_expansion_plus_scorer.py
in sourcecode/scoring
 77 9 2023-11-22 2025-04-08 8 3 brad.miller.87@gmail.com bradm@twitter.com
weighted_loss.py
in sourcecode/scoring/reputation_matrix_factorization
 61 4 2023-11-20 2023-12-20 4 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
tag_filter.py
in sourcecode/scoring
 59 5 2023-03-01 2024-08-21 8 3 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
model.py
in sourcecode/scoring/matrix_factorization
 55 5 2023-08-14 2025-04-08 7 3 jaynbaxter@gmail.com bradm@twitter.com
dataset.py
in sourcecode/scoring/reputation_matrix_factorization
 41 1 2023-12-20 2024-07-26 5 3 brad.miller.87@gmail.com jaynbaxter@gmail.com
mf_group_scorer.py
in sourcecode/scoring
 184 13 2023-07-27 2025-04-10 22 4 bradm@twitter.com jaynbaxter@gmail.com
helpfulness_scores.py
in sourcecode/scoring
 173 4 2023-03-01 2025-03-01 14 4 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
incorrect_filter.py
in sourcecode/scoring
 120 4 2023-05-20 2024-06-27 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
mf_expansion_scorer.py
in sourcecode/scoring
 83 9 2023-03-01 2025-04-08 21 4 lucasneumann.fau@gmail.com bradm@twitter.com
enums.py
in sourcecode/scoring
 25 1 2023-07-07 2025-04-01 14 4 brad.miller.87@gmail.com jaynbaxter@gmail.com
note_ratings.py
in sourcecode/scoring
 598 10 2023-03-01 2025-04-08 30 5 lucasneumann.fau@gmail.com bradm@twitter.com
contributor_state.py
in sourcecode/scoring
 442 17 2023-03-01 2024-08-21 12 5 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
note_status_history.py
in sourcecode/scoring
 213 7 2023-03-01 2025-04-08 19 5 lucasneumann.fau@gmail.com bradm@twitter.com
mf_core_scorer.py
in sourcecode/scoring
 69 6 2023-03-01 2025-04-08 24 5 lucasneumann.fau@gmail.com bradm@twitter.com
run_scoring.py
in sourcecode/scoring
 1579 27 2023-03-01 2025-04-10 49 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
scorer.py
in sourcecode/scoring
 339 20 2023-03-01 2025-04-10 24 6 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
main.py
in sourcecode
 5 - 2023-03-01 2024-10-09 13 6 jaynbaxter@gmail.com bradm@twitter.com
mf_base_scorer.py
in sourcecode/scoring
 973 19 2023-03-01 2025-04-10 48 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
scoring_rules.py
in sourcecode/scoring
 880 44 2023-03-01 2025-04-10 43 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
constants.py
in sourcecode/scoring
 866 5 2023-03-01 2025-04-08 49 7 lucasneumann.fau@gmail.com bradm@twitter.com
explanation_tags.py
in sourcecode/scoring
 76 3 2023-03-01 2024-05-22 14 7 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
process_data.py
in sourcecode/scoring
 582 26 2023-03-01 2025-04-01 36 8 lucasneumann.fau@gmail.com jaynbaxter@gmail.com
Correlations

File Size vs. Number of Changes: 44 points

sourcecode/scoring/mf_base_scorer.py x: 973 lines of code y: 48 # changes sourcecode/scoring/mf_group_scorer.py x: 184 lines of code y: 22 # changes sourcecode/scoring/run_scoring.py x: 1579 lines of code y: 49 # changes sourcecode/scoring/scorer.py x: 339 lines of code y: 24 # changes sourcecode/scoring/scoring_rules.py x: 880 lines of code y: 43 # changes sourcecode/scoring/constants.py x: 866 lines of code y: 49 # changes sourcecode/scoring/matrix_factorization/matrix_factorization.py x: 470 lines of code y: 17 # changes sourcecode/scoring/matrix_factorization/model.py x: 55 lines of code y: 7 # changes sourcecode/scoring/mf_core_scorer.py x: 69 lines of code y: 24 # changes sourcecode/scoring/mf_core_with_topics_scorer.py x: 83 lines of code y: 3 # changes sourcecode/scoring/mf_expansion_plus_scorer.py x: 77 lines of code y: 8 # changes sourcecode/scoring/mf_expansion_scorer.py x: 83 lines of code y: 21 # changes sourcecode/scoring/note_ratings.py x: 598 lines of code y: 30 # changes sourcecode/scoring/note_status_history.py x: 213 lines of code y: 19 # changes sourcecode/scoring/pflip_plus_model.py x: 1225 lines of code y: 2 # changes sourcecode/scoring/topic_model.py x: 217 lines of code y: 12 # changes sourcecode/scoring/enums.py x: 25 lines of code y: 14 # changes sourcecode/scoring/process_data.py x: 582 lines of code y: 36 # changes sourcecode/scoring/pflip_model.py x: 535 lines of code y: 2 # changes sourcecode/scoring/helpfulness_scores.py x: 173 lines of code y: 14 # changes sourcecode/scoring/pandas_utils.py x: 481 lines of code y: 10 # changes sourcecode/scoring/runner.py x: 248 lines of code y: 17 # changes sourcecode/scoring/tag_consensus.py x: 117 lines of code y: 8 # changes sourcecode/main.py x: 5 lines of code y: 13 # changes sourcecode/scoring/matrix_factorization/pseudo_raters.py x: 286 lines of code y: 11 # changes sourcecode/scoring/post_selection_similarity.py x: 215 lines of code y: 8 # changes sourcecode/scoring/post_selection_similarity_old.py x: 389 lines of code y: 1 # changes sourcecode/scoring/contributor_state.py x: 442 lines of code y: 12 # changes sourcecode/scoring/reputation_matrix_factorization/diligence_model.py x: 167 lines of code y: 8 # changes sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py x: 129 lines of code y: 4 # changes sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py x: 439 lines of code y: 10 # changes sourcecode/scoring/reputation_scorer.py x: 136 lines of code y: 10 # changes sourcecode/scoring/tag_filter.py x: 59 lines of code y: 8 # changes sourcecode/scoring/mf_multi_group_scorer.py x: 31 lines of code y: 1 # changes sourcecode/scoring/matrix_factorization/normalized_loss.py x: 120 lines of code y: 2 # changes sourcecode/scoring/reputation_matrix_factorization/dataset.py x: 41 lines of code y: 5 # changes sourcecode/scoring/mf_topic_scorer.py x: 173 lines of code y: 7 # changes sourcecode/scoring/incorrect_filter.py x: 120 lines of code y: 14 # changes sourcecode/scoring/explanation_tags.py x: 76 lines of code y: 14 # changes sourcecode/scoring/matrix_factorization/__init__.py x: 1 lines of code y: 3 # changes sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py x: 61 lines of code y: 4 # changes sourcecode/__init__.py x: 1 lines of code y: 1 # changes
49.0
# changes
  min: 1.0
  average: 14.07
  25th percentile: 4.0
  median: 10.0
  75th percentile: 18.5
  max: 49.0
0 1579.0
lines of code
min: 1.0 | average: 294.66 | 25th percentile: 63.0 | median: 170.0 | 75th percentile: 441.25 | max: 1579.0

Number of Contributors vs. Number of Changes: 44 points

sourcecode/scoring/mf_base_scorer.py x: 7 # contributors y: 48 # changes sourcecode/scoring/mf_group_scorer.py x: 4 # contributors y: 22 # changes sourcecode/scoring/run_scoring.py x: 6 # contributors y: 49 # changes sourcecode/scoring/scorer.py x: 6 # contributors y: 24 # changes sourcecode/scoring/scoring_rules.py x: 7 # contributors y: 43 # changes sourcecode/scoring/constants.py x: 7 # contributors y: 49 # changes sourcecode/scoring/matrix_factorization/matrix_factorization.py x: 3 # contributors y: 17 # changes sourcecode/scoring/matrix_factorization/model.py x: 3 # contributors y: 7 # changes sourcecode/scoring/mf_core_scorer.py x: 5 # contributors y: 24 # changes sourcecode/scoring/mf_core_with_topics_scorer.py x: 3 # contributors y: 3 # changes sourcecode/scoring/mf_expansion_plus_scorer.py x: 3 # contributors y: 8 # changes sourcecode/scoring/mf_expansion_scorer.py x: 4 # contributors y: 21 # changes sourcecode/scoring/note_ratings.py x: 5 # contributors y: 30 # changes sourcecode/scoring/note_status_history.py x: 5 # contributors y: 19 # changes sourcecode/scoring/pflip_plus_model.py x: 2 # contributors y: 2 # changes sourcecode/scoring/topic_model.py x: 3 # contributors y: 12 # changes sourcecode/scoring/enums.py x: 4 # contributors y: 14 # changes sourcecode/scoring/process_data.py x: 8 # contributors y: 36 # changes sourcecode/scoring/pflip_model.py x: 3 # contributors y: 2 # changes sourcecode/scoring/pandas_utils.py x: 3 # contributors y: 10 # changes sourcecode/main.py x: 6 # contributors y: 13 # changes sourcecode/scoring/matrix_factorization/pseudo_raters.py x: 3 # contributors y: 11 # changes sourcecode/scoring/post_selection_similarity.py x: 1 # contributors y: 8 # changes sourcecode/scoring/post_selection_similarity_old.py x: 1 # contributors y: 1 # changes sourcecode/scoring/contributor_state.py x: 5 # contributors y: 12 # changes sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py x: 1 # contributors y: 4 # changes sourcecode/scoring/reputation_matrix_factorization/dataset.py x: 3 # contributors y: 5 # changes sourcecode/scoring/explanation_tags.py x: 7 # contributors y: 14 # changes sourcecode/scoring/matrix_factorization/__init__.py x: 1 # contributors y: 3 # changes sourcecode/scoring/reputation_matrix_factorization/__init__.py x: 2 # contributors y: 3 # changes sourcecode/scoring/reputation_matrix_factorization/weighted_loss.py x: 3 # contributors y: 4 # changes
49.0
# changes
  min: 1.0
  average: 14.07
  25th percentile: 4.0
  median: 10.0
  75th percentile: 18.5
  max: 49.0
0 8.0
# contributors
min: 1.0 | average: 3.61 | 25th percentile: 3.0 | median: 3.0 | 75th percentile: 5.0 | max: 8.0

Number of Contributors vs. File Size: 44 points

sourcecode/scoring/mf_base_scorer.py x: 7 # contributors y: 973 lines of code sourcecode/scoring/mf_group_scorer.py x: 4 # contributors y: 184 lines of code sourcecode/scoring/run_scoring.py x: 6 # contributors y: 1579 lines of code sourcecode/scoring/scorer.py x: 6 # contributors y: 339 lines of code sourcecode/scoring/scoring_rules.py x: 7 # contributors y: 880 lines of code sourcecode/scoring/constants.py x: 7 # contributors y: 866 lines of code sourcecode/scoring/matrix_factorization/matrix_factorization.py x: 3 # contributors y: 470 lines of code sourcecode/scoring/matrix_factorization/model.py x: 3 # contributors y: 55 lines of code sourcecode/scoring/mf_core_scorer.py x: 5 # contributors y: 69 lines of code sourcecode/scoring/mf_core_with_topics_scorer.py x: 3 # contributors y: 83 lines of code sourcecode/scoring/mf_expansion_plus_scorer.py x: 3 # contributors y: 77 lines of code sourcecode/scoring/mf_expansion_scorer.py x: 4 # contributors y: 83 lines of code sourcecode/scoring/note_ratings.py x: 5 # contributors y: 598 lines of code sourcecode/scoring/note_status_history.py x: 5 # contributors y: 213 lines of code sourcecode/scoring/pflip_plus_model.py x: 2 # contributors y: 1225 lines of code sourcecode/scoring/topic_model.py x: 3 # contributors y: 217 lines of code sourcecode/scoring/enums.py x: 4 # contributors y: 25 lines of code sourcecode/scoring/process_data.py x: 8 # contributors y: 582 lines of code sourcecode/scoring/pflip_model.py x: 3 # contributors y: 535 lines of code sourcecode/scoring/helpfulness_scores.py x: 4 # contributors y: 173 lines of code sourcecode/scoring/pandas_utils.py x: 3 # contributors y: 481 lines of code sourcecode/scoring/runner.py x: 3 # contributors y: 248 lines of code sourcecode/scoring/tag_consensus.py x: 3 # contributors y: 117 lines of code sourcecode/main.py x: 6 # contributors y: 5 lines of code sourcecode/scoring/matrix_factorization/pseudo_raters.py x: 3 # contributors y: 286 lines of code sourcecode/scoring/post_selection_similarity.py x: 1 # contributors y: 215 lines of code sourcecode/scoring/post_selection_similarity_old.py x: 1 # contributors y: 389 lines of code sourcecode/scoring/contributor_state.py x: 5 # contributors y: 442 lines of code sourcecode/scoring/reputation_matrix_factorization/diligence_model.py x: 3 # contributors y: 167 lines of code sourcecode/scoring/reputation_matrix_factorization/helpfulness_model.py x: 1 # contributors y: 129 lines of code sourcecode/scoring/reputation_matrix_factorization/reputation_matrix_factorization.py x: 3 # contributors y: 439 lines of code sourcecode/scoring/reputation_scorer.py x: 3 # contributors y: 136 lines of code sourcecode/scoring/tag_filter.py x: 3 # contributors y: 59 lines of code sourcecode/scoring/mf_multi_group_scorer.py x: 1 # contributors y: 31 lines of code sourcecode/scoring/matrix_factorization/normalized_loss.py x: 3 # contributors y: 120 lines of code sourcecode/scoring/reputation_matrix_factorization/dataset.py x: 3 # contributors y: 41 lines of code sourcecode/scoring/mf_topic_scorer.py x: 3 # contributors y: 173 lines of code sourcecode/scoring/incorrect_filter.py x: 4 # contributors y: 120 lines of code sourcecode/scoring/explanation_tags.py x: 7 # contributors y: 76 lines of code sourcecode/scoring/matrix_factorization/__init__.py x: 1 # contributors y: 1 lines of code sourcecode/scoring/reputation_matrix_factorization/__init__.py x: 2 # contributors y: 1 lines of code
1579.0
lines of code
  min: 1.0
  average: 294.66
  25th percentile: 63.0
  median: 170.0
  75th percentile: 441.25
  max: 1579.0
0 8.0
# contributors
min: 1.0 | average: 3.61 | 25th percentile: 3.0 | median: 3.0 | 75th percentile: 5.0 | max: 8.0