guardian/andy-datasci-hackathon-pieces
File Churn
File change frequency (churn) shows the distribution of file updates (days with at least one commit).
Overview
File Change Frequency Overall
  • There are 4 files with 116 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 0 files changed 21-50 times (0 lines of code)
    • 0 files changed 6-20 times (0 lines of code)
    • 4 files changed 1-5 times (116 lines of code)
0% | 0% | 0% | 0% | 100%
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 4 files with 116 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)
    • 0 files changed by 6-10 contributors (0 lines of code)
    • 0 files changed by 2-5 contributors (0 lines of code)
    • 4 files changed by 1 contributor (116 lines of code)
0% | 0% | 0% | 0% | 100%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
yaml, py, txt, md, sh, gitignore, dockerignore, gitattributes
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 0%
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
vertex-agent0% | 0% | 0% | 0% | 100%
ROOT0% | 0% | 0% | 0% | 100%
hackathon0% | 0% | 0% | 0% | 0%
kube0% | 0% | 0% | 0% | 0%
Most Frequently Changed Files (Top 18)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
agent.py
in vertex-agent
 92 5 2025-05-08 2025-05-09 2 1 +200 / -50 fredex42 fredex42
vertex-agent.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +2 / -0 fredex42 fredex42
__init__.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +1 / -0 fredex42 fredex42
22 - 2025-05-09 2025-05-09 1 1 +31 / -0 fredex42 fredex42
12 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
46 2
70 -
indexing.py
in hackathon
 136 6
Files With Most Churn (Top 18)
Based on the number of lines added and deleted across all commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
agent.py
in vertex-agent
 92 5 2025-05-08 2025-05-09 2 1 +200 / -50 fredex42 fredex42
22 - 2025-05-09 2025-05-09 1 1 +31 / -0 fredex42 fredex42
vertex-agent.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +2 / -0 fredex42 fredex42
__init__.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +1 / -0 fredex42 fredex42
12 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
46 2
70 -
indexing.py
in hackathon
 136 6
Files With Most Contributors (Top 18)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
agent.py
in vertex-agent
 92 5 2025-05-08 2025-05-09 2 1 +200 / -50 fredex42 fredex42
22 - 2025-05-09 2025-05-09 1 1 +31 / -0 fredex42 fredex42
__init__.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +1 / -0 fredex42 fredex42
vertex-agent.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +2 / -0 fredex42 fredex42
46 2
indexing.py
in hackathon
 136 6
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
70 -
12 -
Files With Least Contributors (Top 18)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
indexing.py
in hackathon
 136 6
70 -
46 2
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
22 -
12 -
agent.py
in vertex-agent
 92 5 2025-05-08 2025-05-09 2 1 +200 / -50 fredex42 fredex42
22 - 2025-05-09 2025-05-09 1 1 +31 / -0 fredex42 fredex42
__init__.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +1 / -0 fredex42 fredex42
vertex-agent.py
in vertex-agent
 1 - 2025-05-08 2025-05-08 1 1 +2 / -0 fredex42 fredex42
Correlations

File Size vs. Number of Changes: 4 points

download_table_to_parquet.py x: 22 lines of code y: 1 # changes vertex-agent/agent.py x: 92 lines of code y: 2 # changes vertex-agent/__init__.py x: 1 lines of code y: 1 # changes
2.0
# changes
  min: 1.0
  average: 1.25
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.75
  max: 2.0
0 92.0
lines of code
min: 1.0 | average: 29.0 | 25th percentile: 1.0 | median: 11.5 | 75th percentile: 74.5 | max: 92.0

Number of Contributors vs. Number of Changes: 4 points

download_table_to_parquet.py x: 1 # contributors y: 1 # changes vertex-agent/agent.py x: 1 # contributors y: 2 # changes
2.0
# changes
  min: 1.0
  average: 1.25
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.75
  max: 2.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

Number of Contributors vs. File Size: 4 points

download_table_to_parquet.py x: 1 # contributors y: 22 lines of code vertex-agent/agent.py x: 1 # contributors y: 92 lines of code vertex-agent/__init__.py x: 1 # contributors y: 1 lines of code
92.0
lines of code
  min: 1.0
  average: 29.0
  25th percentile: 1.0
  median: 11.5
  75th percentile: 74.5
  max: 92.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

Number of Changes vs. Line Churn: 11 points

download_table_to_parquet.py x: 1 # changes y: 31 line churn requirements.txt x: 1 # changes y: 3 line churn .gitattributes x: 2 # changes y: 2 line churn README.md x: 1 # changes y: 26 line churn .gitignore x: 1 # changes y: 1 line churn vertex-agent/agent.py x: 2 # changes y: 250 line churn vertex-agent/vertex-agent.py x: 1 # changes y: 2 line churn
250.0
line churn
  min: 1.0
  average: 29.36
  25th percentile: 1.0
  median: 3.0
  75th percentile: 26.0
  max: 250.0
0 2.0
# changes
min: 1.0 | average: 1.18 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 2.0

Number of Contributors vs. Line Churn: 4 points

download_table_to_parquet.py x: 1 # contributors y: 31 line churn vertex-agent/agent.py x: 1 # contributors y: 250 line churn vertex-agent/__init__.py x: 1 # contributors y: 1 line churn vertex-agent/vertex-agent.py x: 1 # contributors y: 2 line churn
250.0
line churn
  min: 1.0
  average: 71.0
  25th percentile: 1.25
  median: 16.5
  75th percentile: 195.25
  max: 250.0
0 1.0
# contributors
min: 1.0 | average: 1.0 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 1.0

File Size vs. Line Churn: 4 points

download_table_to_parquet.py x: 22 lines of code y: 31 line churn vertex-agent/agent.py x: 92 lines of code y: 250 line churn vertex-agent/__init__.py x: 1 lines of code y: 1 line churn vertex-agent/vertex-agent.py x: 1 lines of code y: 2 line churn
250.0
line churn
  min: 1.0
  average: 71.0
  25th percentile: 1.25
  median: 16.5
  75th percentile: 195.25
  max: 250.0
0 92.0
lines of code
min: 1.0 | average: 29.0 | 25th percentile: 1.0 | median: 11.5 | 75th percentile: 74.5 | max: 92.0