GoogleCloudPlatform / fraudfinder
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 14 files with 8,448 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 2 files changed 21-50 times (2,071 lines of code)
    • 7 files changed 6-20 times (5,471 lines of code)
    • 5 files changed 1-5 times (906 lines of code)
0% | 0% | 24% | 64% | 10%
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 14 files with 8,448 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)
    • 7 files changed by 6-10 contributors (5,936 lines of code)
    • 7 files changed by 2-5 contributors (2,512 lines of code)
    • 0 files changed by 1 contributor (0 lines of code)
0% | 0% | 70% | 29% | 0%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
ipynb, txt, py, md, json, gitignore, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 25% | 67% | 6%
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
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
ROOT0% | 0% | 59% | 40% | 0%
vertex_ai0% | 0% | 0% | 94% | 5%
bqml0% | 0% | 0% | 71% | 28%
scripts0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 14)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
1471 - 2022-09-21 2024-01-18 24 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
600 - 2022-09-21 2024-01-18 23 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
620 - 2022-09-21 2024-02-08 20 7 polong-lin@users.noreply.gi... 51244947+alokpattani@users....
792 - 2022-09-21 2024-01-18 19 6 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
1097 - 2022-10-25 2023-09-27 12 6 inardini@google.com 111493729+erwinh85@users.no...
608 - 2022-09-21 2023-03-22 11 6 polong-lin@users.noreply.gi... 111493729+erwinh85@users.no...
748 - 2023-01-25 2024-02-08 10 6 lavinigam@google.com 51244947+alokpattani@users....
935 - 2022-12-21 2023-09-27 8 5 111493729+erwinh85@users.no... 111493729+erwinh85@users.no...
671 - 2023-01-09 2023-03-22 6 5 inardini@google.com 111493729+erwinh85@users.no...
modeldeployment.yaml
in vertex_ai/deploy_model
 26 - 2022-10-31 2023-02-14 5 4 saeedagha@google.com thuyakyaw@google.com
114 5 2022-09-21 2023-02-14 4 2 polong-lin@users.noreply.gi... thuyakyaw@google.com
deploy_model.py
in vertex_ai/deploy_model
 126 5 2022-10-31 2023-02-14 4 4 saeedagha@google.com thuyakyaw@google.com
521 - 2022-12-07 2023-02-24 4 3 saeedaghabozorgi@users.nore... polong-lin@users.noreply.gi...
main.py
in scripts/cloud_run_model_inference
 119 3 2022-12-07 2022-12-21 2 3 saeedaghabozorgi@users.nore... thuyakyaw@google.com
Files With Most Contributors (Top 14)
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
1471 - 2022-09-21 2024-01-18 24 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
600 - 2022-09-21 2024-01-18 23 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
620 - 2022-09-21 2024-02-08 20 7 polong-lin@users.noreply.gi... 51244947+alokpattani@users....
792 - 2022-09-21 2024-01-18 19 6 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
1097 - 2022-10-25 2023-09-27 12 6 inardini@google.com 111493729+erwinh85@users.no...
608 - 2022-09-21 2023-03-22 11 6 polong-lin@users.noreply.gi... 111493729+erwinh85@users.no...
748 - 2023-01-25 2024-02-08 10 6 lavinigam@google.com 51244947+alokpattani@users....
935 - 2022-12-21 2023-09-27 8 5 111493729+erwinh85@users.no... 111493729+erwinh85@users.no...
671 - 2023-01-09 2023-03-22 6 5 inardini@google.com 111493729+erwinh85@users.no...
modeldeployment.yaml
in vertex_ai/deploy_model
 26 - 2022-10-31 2023-02-14 5 4 saeedagha@google.com thuyakyaw@google.com
deploy_model.py
in vertex_ai/deploy_model
 126 5 2022-10-31 2023-02-14 4 4 saeedagha@google.com thuyakyaw@google.com
521 - 2022-12-07 2023-02-24 4 3 saeedaghabozorgi@users.nore... polong-lin@users.noreply.gi...
main.py
in scripts/cloud_run_model_inference
 119 3 2022-12-07 2022-12-21 2 3 saeedaghabozorgi@users.nore... thuyakyaw@google.com
114 5 2022-09-21 2023-02-14 4 2 polong-lin@users.noreply.gi... thuyakyaw@google.com
Files With Least Contributors (Top 14)
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
114 5 2022-09-21 2023-02-14 4 2 polong-lin@users.noreply.gi... thuyakyaw@google.com
521 - 2022-12-07 2023-02-24 4 3 saeedaghabozorgi@users.nore... polong-lin@users.noreply.gi...
main.py
in scripts/cloud_run_model_inference
 119 3 2022-12-07 2022-12-21 2 3 saeedaghabozorgi@users.nore... thuyakyaw@google.com
deploy_model.py
in vertex_ai/deploy_model
 126 5 2022-10-31 2023-02-14 4 4 saeedagha@google.com thuyakyaw@google.com
modeldeployment.yaml
in vertex_ai/deploy_model
 26 - 2022-10-31 2023-02-14 5 4 saeedagha@google.com thuyakyaw@google.com
935 - 2022-12-21 2023-09-27 8 5 111493729+erwinh85@users.no... 111493729+erwinh85@users.no...
671 - 2023-01-09 2023-03-22 6 5 inardini@google.com 111493729+erwinh85@users.no...
1097 - 2022-10-25 2023-09-27 12 6 inardini@google.com 111493729+erwinh85@users.no...
792 - 2022-09-21 2024-01-18 19 6 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
748 - 2023-01-25 2024-02-08 10 6 lavinigam@google.com 51244947+alokpattani@users....
608 - 2022-09-21 2023-03-22 11 6 polong-lin@users.noreply.gi... 111493729+erwinh85@users.no...
1471 - 2022-09-21 2024-01-18 24 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
620 - 2022-09-21 2024-02-08 20 7 polong-lin@users.noreply.gi... 51244947+alokpattani@users....
600 - 2022-09-21 2024-01-18 23 7 polong-lin@users.noreply.gi... polong-lin@users.noreply.gi...
Correlations

File Size vs. Number of Changes: 14 points

01_exploratory_data_analysis.ipynb x: 620 lines of code y: 20 # changes vertex_ai/06_formalization.ipynb x: 748 lines of code y: 10 # changes 00_environment_setup.ipynb x: 600 lines of code y: 23 # changes 02_feature_engineering_batch.ipynb x: 1471 lines of code y: 24 # changes 03_feature_engineering_streaming.ipynb x: 792 lines of code y: 19 # changes vertex_ai/04_experimentation.ipynb x: 935 lines of code y: 8 # changes vertex_ai/05_model_training_xgboost_formalization.ipynb x: 1097 lines of code y: 12 # changes bqml/05_model_training_pipeline_formalization.ipynb x: 608 lines of code y: 11 # changes bqml/06_model_deployment.ipynb x: 671 lines of code y: 6 # changes bqml/07_model_inference.ipynb x: 521 lines of code y: 4 # changes scripts/copy_bigquery_data.py x: 114 lines of code y: 4 # changes vertex_ai/deploy_model/deploy_model.py x: 126 lines of code y: 4 # changes vertex_ai/deploy_model/modeldeployment.yaml x: 26 lines of code y: 5 # changes scripts/cloud_run_model_inference/main.py x: 119 lines of code y: 2 # changes
24.0
# changes
  min: 2.0
  average: 10.86
  25th percentile: 4.0
  median: 9.0
  75th percentile: 19.25
  max: 24.0
0 1471.0
lines of code
min: 26.0 | average: 603.43 | 25th percentile: 124.25 | median: 614.0 | 75th percentile: 827.75 | max: 1471.0

Number of Contributors vs. Number of Changes: 14 points

01_exploratory_data_analysis.ipynb x: 7 # contributors y: 20 # changes vertex_ai/06_formalization.ipynb x: 6 # contributors y: 10 # changes 00_environment_setup.ipynb x: 7 # contributors y: 23 # changes 02_feature_engineering_batch.ipynb x: 7 # contributors y: 24 # changes 03_feature_engineering_streaming.ipynb x: 6 # contributors y: 19 # changes vertex_ai/04_experimentation.ipynb x: 5 # contributors y: 8 # changes vertex_ai/05_model_training_xgboost_formalization.ipynb x: 6 # contributors y: 12 # changes bqml/05_model_training_pipeline_formalization.ipynb x: 6 # contributors y: 11 # changes bqml/06_model_deployment.ipynb x: 5 # contributors y: 6 # changes bqml/07_model_inference.ipynb x: 3 # contributors y: 4 # changes scripts/copy_bigquery_data.py x: 2 # contributors y: 4 # changes vertex_ai/deploy_model/deploy_model.py x: 4 # contributors y: 4 # changes vertex_ai/deploy_model/modeldeployment.yaml x: 4 # contributors y: 5 # changes scripts/cloud_run_model_inference/main.py x: 3 # contributors y: 2 # changes
24.0
# changes
  min: 2.0
  average: 10.86
  25th percentile: 4.0
  median: 9.0
  75th percentile: 19.25
  max: 24.0
0 7.0
# contributors
min: 2.0 | average: 5.07 | 25th percentile: 3.75 | median: 5.5 | 75th percentile: 6.25 | max: 7.0

Number of Contributors vs. File Size: 14 points

01_exploratory_data_analysis.ipynb x: 7 # contributors y: 620 lines of code vertex_ai/06_formalization.ipynb x: 6 # contributors y: 748 lines of code 00_environment_setup.ipynb x: 7 # contributors y: 600 lines of code 02_feature_engineering_batch.ipynb x: 7 # contributors y: 1471 lines of code 03_feature_engineering_streaming.ipynb x: 6 # contributors y: 792 lines of code vertex_ai/04_experimentation.ipynb x: 5 # contributors y: 935 lines of code vertex_ai/05_model_training_xgboost_formalization.ipynb x: 6 # contributors y: 1097 lines of code bqml/05_model_training_pipeline_formalization.ipynb x: 6 # contributors y: 608 lines of code bqml/06_model_deployment.ipynb x: 5 # contributors y: 671 lines of code bqml/07_model_inference.ipynb x: 3 # contributors y: 521 lines of code scripts/copy_bigquery_data.py x: 2 # contributors y: 114 lines of code vertex_ai/deploy_model/deploy_model.py x: 4 # contributors y: 126 lines of code vertex_ai/deploy_model/modeldeployment.yaml x: 4 # contributors y: 26 lines of code scripts/cloud_run_model_inference/main.py x: 3 # contributors y: 119 lines of code
1471.0
lines of code
  min: 26.0
  average: 603.43
  25th percentile: 124.25
  median: 614.0
  75th percentile: 827.75
  max: 1471.0
0 7.0
# contributors
min: 2.0 | average: 5.07 | 25th percentile: 3.75 | median: 5.5 | 75th percentile: 6.25 | max: 7.0