anthropics / prompt-eng-interactive-tutorial
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 37 files with 15,479 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)
    • 37 files changed 1-5 times (15,479 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 37 files with 15,479 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)
    • 37 files changed by 1 contributor (15,479 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
ipynb, md, py, txt, gitignore, yaml
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
ipynb0% | 0% | 0% | 0% | 100%
py0% | 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
AmazonBedrock0% | 0% | 0% | 0% | 100%
Anthropic 1P0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 38)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsline
churn		first
contributor		latest
contributor
__init__.py
in AmazonBedrock/utils
 1 - 2024-04-06 2024-04-06 1 1 - jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-02 2024-04-02 1 1 +24 / -0 maggie@anthropic.com maggie@anthropic.com
hints.py
in AmazonBedrock/utils
 86 - 2024-04-06 2024-04-06 1 1 +246 / -0 jxcooke@gmail.com jxcooke@gmail.com
154 - 2024-04-02 2024-04-02 1 1 +154 / -0 maggie@anthropic.com maggie@anthropic.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/anthropic
 185 - 2024-04-06 2024-04-06 1 1 +185 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/boto3
 195 - 2024-04-06 2024-04-06 1 1 +195 / -0 jxcooke@gmail.com jxcooke@gmail.com
325 - 2024-04-02 2024-04-02 1 1 +325 / -0 maggie@anthropic.com maggie@anthropic.com
03_Assigning_Roles_Role_Prompting.ipynb
in AmazonBedrock/anthropic
 331 - 2024-04-06 2024-04-06 1 1 +331 / -0 jxcooke@gmail.com jxcooke@gmail.com
335 - 2024-04-06 2024-04-06 1 1 +335 / -0 jxcooke@gmail.com jxcooke@gmail.com
342 - 2024-04-06 2024-04-06 1 1 +342 / -0 jxcooke@gmail.com jxcooke@gmail.com
353 - 2024-04-06 2024-04-06 1 1 +353 / -0 jxcooke@gmail.com jxcooke@gmail.com
391 - 2024-04-02 2024-04-02 1 1 +391 / -0 maggie@anthropic.com maggie@anthropic.com
394 - 2024-04-02 2024-04-02 1 1 +394 / -0 maggie@anthropic.com maggie@anthropic.com
397 - 2024-04-06 2024-04-06 1 1 +397 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/anthropic
 399 - 2024-04-06 2024-04-06 1 1 +399 / -0 jxcooke@gmail.com jxcooke@gmail.com
403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/boto3
 403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
459 - 2024-04-02 2024-04-02 1 1 +459 / -0 maggie@anthropic.com maggie@anthropic.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/anthropic
 493 - 2024-04-06 2024-04-06 1 1 +493 / -0 jxcooke@gmail.com jxcooke@gmail.com
496 - 2024-04-02 2024-04-02 1 1 +496 / -0 maggie@anthropic.com maggie@anthropic.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/boto3
 503 - 2024-04-06 2024-04-06 1 1 +503 / -0 jxcooke@gmail.com jxcooke@gmail.com
508 - 2024-04-06 2024-04-06 1 1 +508 / -0 jxcooke@gmail.com jxcooke@gmail.com
514 - 2024-04-06 2024-04-06 1 1 +514 / -0 jxcooke@gmail.com jxcooke@gmail.com
517 - 2024-04-02 2024-04-02 1 1 +517 / -0 maggie@anthropic.com maggie@anthropic.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
552 - 2024-04-02 2024-04-02 1 1 +552 / -0 maggie@anthropic.com maggie@anthropic.com
558 - 2024-04-06 2024-04-06 1 1 +558 / -0 jxcooke@gmail.com jxcooke@gmail.com
562 - 2024-04-06 2024-04-06 1 1 +562 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_1_Appendix_Chaining_Prompts.ipynb
in AmazonBedrock/anthropic
 706 - 2024-04-06 2024-04-06 1 1 +706 / -0 jxcooke@gmail.com jxcooke@gmail.com
708 - 2024-04-02 2024-04-02 1 1 +708 / -0 maggie@anthropic.com maggie@anthropic.com
712 - 2024-04-06 2024-04-06 1 1 +712 / -0 jxcooke@gmail.com jxcooke@gmail.com
778 - 2024-04-02 2024-04-02 1 1 +778 / -0 maggie@anthropic.com maggie@anthropic.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/boto3
 791 - 2024-04-06 2024-04-06 1 1 +791 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/anthropic
 800 - 2024-04-06 2024-04-06 1 1 +800 / -0 jxcooke@gmail.com jxcooke@gmail.com
hints.py
in Anthropic 1P
 86 -
Files With Most Churn (Top 38)
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
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/anthropic
 800 - 2024-04-06 2024-04-06 1 1 +800 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/boto3
 791 - 2024-04-06 2024-04-06 1 1 +791 / -0 jxcooke@gmail.com jxcooke@gmail.com
778 - 2024-04-02 2024-04-02 1 1 +778 / -0 maggie@anthropic.com maggie@anthropic.com
712 - 2024-04-06 2024-04-06 1 1 +712 / -0 jxcooke@gmail.com jxcooke@gmail.com
708 - 2024-04-02 2024-04-02 1 1 +708 / -0 maggie@anthropic.com maggie@anthropic.com
10_1_Appendix_Chaining_Prompts.ipynb
in AmazonBedrock/anthropic
 706 - 2024-04-06 2024-04-06 1 1 +706 / -0 jxcooke@gmail.com jxcooke@gmail.com
562 - 2024-04-06 2024-04-06 1 1 +562 / -0 jxcooke@gmail.com jxcooke@gmail.com
558 - 2024-04-06 2024-04-06 1 1 +558 / -0 jxcooke@gmail.com jxcooke@gmail.com
552 - 2024-04-02 2024-04-02 1 1 +552 / -0 maggie@anthropic.com maggie@anthropic.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
517 - 2024-04-02 2024-04-02 1 1 +517 / -0 maggie@anthropic.com maggie@anthropic.com
514 - 2024-04-06 2024-04-06 1 1 +514 / -0 jxcooke@gmail.com jxcooke@gmail.com
508 - 2024-04-06 2024-04-06 1 1 +508 / -0 jxcooke@gmail.com jxcooke@gmail.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/boto3
 503 - 2024-04-06 2024-04-06 1 1 +503 / -0 jxcooke@gmail.com jxcooke@gmail.com
496 - 2024-04-02 2024-04-02 1 1 +496 / -0 maggie@anthropic.com maggie@anthropic.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/anthropic
 493 - 2024-04-06 2024-04-06 1 1 +493 / -0 jxcooke@gmail.com jxcooke@gmail.com
459 - 2024-04-02 2024-04-02 1 1 +459 / -0 maggie@anthropic.com maggie@anthropic.com
403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/boto3
 403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/anthropic
 399 - 2024-04-06 2024-04-06 1 1 +399 / -0 jxcooke@gmail.com jxcooke@gmail.com
397 - 2024-04-06 2024-04-06 1 1 +397 / -0 jxcooke@gmail.com jxcooke@gmail.com
394 - 2024-04-02 2024-04-02 1 1 +394 / -0 maggie@anthropic.com maggie@anthropic.com
391 - 2024-04-02 2024-04-02 1 1 +391 / -0 maggie@anthropic.com maggie@anthropic.com
353 - 2024-04-06 2024-04-06 1 1 +353 / -0 jxcooke@gmail.com jxcooke@gmail.com
342 - 2024-04-06 2024-04-06 1 1 +342 / -0 jxcooke@gmail.com jxcooke@gmail.com
335 - 2024-04-06 2024-04-06 1 1 +335 / -0 jxcooke@gmail.com jxcooke@gmail.com
03_Assigning_Roles_Role_Prompting.ipynb
in AmazonBedrock/anthropic
 331 - 2024-04-06 2024-04-06 1 1 +331 / -0 jxcooke@gmail.com jxcooke@gmail.com
325 - 2024-04-02 2024-04-02 1 1 +325 / -0 maggie@anthropic.com maggie@anthropic.com
hints.py
in AmazonBedrock/utils
 86 - 2024-04-06 2024-04-06 1 1 +246 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/boto3
 195 - 2024-04-06 2024-04-06 1 1 +195 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/anthropic
 185 - 2024-04-06 2024-04-06 1 1 +185 / -0 jxcooke@gmail.com jxcooke@gmail.com
154 - 2024-04-02 2024-04-02 1 1 +154 / -0 maggie@anthropic.com maggie@anthropic.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-02 2024-04-02 1 1 +24 / -0 maggie@anthropic.com maggie@anthropic.com
__init__.py
in AmazonBedrock/utils
 1 - 2024-04-06 2024-04-06 1 1 - jxcooke@gmail.com jxcooke@gmail.com
hints.py
in Anthropic 1P
 86 -
Files With Most Contributors (Top 38)
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
552 - 2024-04-02 2024-04-02 1 1 +552 / -0 maggie@anthropic.com maggie@anthropic.com
459 - 2024-04-02 2024-04-02 1 1 +459 / -0 maggie@anthropic.com maggie@anthropic.com
325 - 2024-04-02 2024-04-02 1 1 +325 / -0 maggie@anthropic.com maggie@anthropic.com
708 - 2024-04-02 2024-04-02 1 1 +708 / -0 maggie@anthropic.com maggie@anthropic.com
154 - 2024-04-02 2024-04-02 1 1 +154 / -0 maggie@anthropic.com maggie@anthropic.com
778 - 2024-04-02 2024-04-02 1 1 +778 / -0 maggie@anthropic.com maggie@anthropic.com
394 - 2024-04-02 2024-04-02 1 1 +394 / -0 maggie@anthropic.com maggie@anthropic.com
496 - 2024-04-02 2024-04-02 1 1 +496 / -0 maggie@anthropic.com maggie@anthropic.com
391 - 2024-04-02 2024-04-02 1 1 +391 / -0 maggie@anthropic.com maggie@anthropic.com
517 - 2024-04-02 2024-04-02 1 1 +517 / -0 maggie@anthropic.com maggie@anthropic.com
24 - 2024-04-02 2024-04-02 1 1 +24 / -0 maggie@anthropic.com maggie@anthropic.com
hints.py
in AmazonBedrock/utils
 86 - 2024-04-06 2024-04-06 1 1 +246 / -0 jxcooke@gmail.com jxcooke@gmail.com
__init__.py
in AmazonBedrock/utils
 1 - 2024-04-06 2024-04-06 1 1 - jxcooke@gmail.com jxcooke@gmail.com
558 - 2024-04-06 2024-04-06 1 1 +558 / -0 jxcooke@gmail.com jxcooke@gmail.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/anthropic
 493 - 2024-04-06 2024-04-06 1 1 +493 / -0 jxcooke@gmail.com jxcooke@gmail.com
03_Assigning_Roles_Role_Prompting.ipynb
in AmazonBedrock/anthropic
 331 - 2024-04-06 2024-04-06 1 1 +331 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_1_Appendix_Chaining_Prompts.ipynb
in AmazonBedrock/anthropic
 706 - 2024-04-06 2024-04-06 1 1 +706 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/anthropic
 185 - 2024-04-06 2024-04-06 1 1 +185 / -0 jxcooke@gmail.com jxcooke@gmail.com
397 - 2024-04-06 2024-04-06 1 1 +397 / -0 jxcooke@gmail.com jxcooke@gmail.com
353 - 2024-04-06 2024-04-06 1 1 +353 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/anthropic
 399 - 2024-04-06 2024-04-06 1 1 +399 / -0 jxcooke@gmail.com jxcooke@gmail.com
508 - 2024-04-06 2024-04-06 1 1 +508 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/anthropic
 800 - 2024-04-06 2024-04-06 1 1 +800 / -0 jxcooke@gmail.com jxcooke@gmail.com
562 - 2024-04-06 2024-04-06 1 1 +562 / -0 jxcooke@gmail.com jxcooke@gmail.com
342 - 2024-04-06 2024-04-06 1 1 +342 / -0 jxcooke@gmail.com jxcooke@gmail.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/boto3
 503 - 2024-04-06 2024-04-06 1 1 +503 / -0 jxcooke@gmail.com jxcooke@gmail.com
335 - 2024-04-06 2024-04-06 1 1 +335 / -0 jxcooke@gmail.com jxcooke@gmail.com
712 - 2024-04-06 2024-04-06 1 1 +712 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/boto3
 195 - 2024-04-06 2024-04-06 1 1 +195 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/boto3
 403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
514 - 2024-04-06 2024-04-06 1 1 +514 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/boto3
 791 - 2024-04-06 2024-04-06 1 1 +791 / -0 jxcooke@gmail.com jxcooke@gmail.com
hints.py
in Anthropic 1P
 86 -
Files With Least Contributors (Top 38)
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
hints.py
in Anthropic 1P
 86 -
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/anthropic
 800 - 2024-04-06 2024-04-06 1 1 +800 / -0 jxcooke@gmail.com jxcooke@gmail.com
10_2_Appendix_Tool_Use.ipynb
in AmazonBedrock/boto3
 791 - 2024-04-06 2024-04-06 1 1 +791 / -0 jxcooke@gmail.com jxcooke@gmail.com
778 - 2024-04-02 2024-04-02 1 1 +778 / -0 maggie@anthropic.com maggie@anthropic.com
712 - 2024-04-06 2024-04-06 1 1 +712 / -0 jxcooke@gmail.com jxcooke@gmail.com
708 - 2024-04-02 2024-04-02 1 1 +708 / -0 maggie@anthropic.com maggie@anthropic.com
10_1_Appendix_Chaining_Prompts.ipynb
in AmazonBedrock/anthropic
 706 - 2024-04-06 2024-04-06 1 1 +706 / -0 jxcooke@gmail.com jxcooke@gmail.com
562 - 2024-04-06 2024-04-06 1 1 +562 / -0 jxcooke@gmail.com jxcooke@gmail.com
558 - 2024-04-06 2024-04-06 1 1 +558 / -0 jxcooke@gmail.com jxcooke@gmail.com
552 - 2024-04-02 2024-04-02 1 1 +552 / -0 maggie@anthropic.com maggie@anthropic.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
528 - 2024-04-06 2024-04-06 1 1 +528 / -0 jxcooke@gmail.com jxcooke@gmail.com
517 - 2024-04-02 2024-04-02 1 1 +517 / -0 maggie@anthropic.com maggie@anthropic.com
514 - 2024-04-06 2024-04-06 1 1 +514 / -0 jxcooke@gmail.com jxcooke@gmail.com
508 - 2024-04-06 2024-04-06 1 1 +508 / -0 jxcooke@gmail.com jxcooke@gmail.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/boto3
 503 - 2024-04-06 2024-04-06 1 1 +503 / -0 jxcooke@gmail.com jxcooke@gmail.com
496 - 2024-04-02 2024-04-02 1 1 +496 / -0 maggie@anthropic.com maggie@anthropic.com
01_Basic_Prompt_Structure.ipynb
in AmazonBedrock/anthropic
 493 - 2024-04-06 2024-04-06 1 1 +493 / -0 jxcooke@gmail.com jxcooke@gmail.com
459 - 2024-04-02 2024-04-02 1 1 +459 / -0 maggie@anthropic.com maggie@anthropic.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/boto3
 403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
403 - 2024-04-06 2024-04-06 1 1 +403 / -0 jxcooke@gmail.com jxcooke@gmail.com
02_Being_Clear_and_Direct.ipynb
in AmazonBedrock/anthropic
 399 - 2024-04-06 2024-04-06 1 1 +399 / -0 jxcooke@gmail.com jxcooke@gmail.com
397 - 2024-04-06 2024-04-06 1 1 +397 / -0 jxcooke@gmail.com jxcooke@gmail.com
394 - 2024-04-02 2024-04-02 1 1 +394 / -0 maggie@anthropic.com maggie@anthropic.com
391 - 2024-04-02 2024-04-02 1 1 +391 / -0 maggie@anthropic.com maggie@anthropic.com
353 - 2024-04-06 2024-04-06 1 1 +353 / -0 jxcooke@gmail.com jxcooke@gmail.com
342 - 2024-04-06 2024-04-06 1 1 +342 / -0 jxcooke@gmail.com jxcooke@gmail.com
335 - 2024-04-06 2024-04-06 1 1 +335 / -0 jxcooke@gmail.com jxcooke@gmail.com
03_Assigning_Roles_Role_Prompting.ipynb
in AmazonBedrock/anthropic
 331 - 2024-04-06 2024-04-06 1 1 +331 / -0 jxcooke@gmail.com jxcooke@gmail.com
325 - 2024-04-02 2024-04-02 1 1 +325 / -0 maggie@anthropic.com maggie@anthropic.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/boto3
 195 - 2024-04-06 2024-04-06 1 1 +195 / -0 jxcooke@gmail.com jxcooke@gmail.com
00_Tutorial_How-To.ipynb
in AmazonBedrock/anthropic
 185 - 2024-04-06 2024-04-06 1 1 +185 / -0 jxcooke@gmail.com jxcooke@gmail.com
154 - 2024-04-02 2024-04-02 1 1 +154 / -0 maggie@anthropic.com maggie@anthropic.com
hints.py
in AmazonBedrock/utils
 86 - 2024-04-06 2024-04-06 1 1 +246 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-02 2024-04-02 1 1 +24 / -0 maggie@anthropic.com maggie@anthropic.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
24 - 2024-04-06 2024-04-06 1 1 +24 / -0 jxcooke@gmail.com jxcooke@gmail.com
__init__.py
in AmazonBedrock/utils
 1 - 2024-04-06 2024-04-06 1 1 - jxcooke@gmail.com jxcooke@gmail.com
Correlations

File Size vs. Number of Changes: 37 points

AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 185 lines of code y: 1 # changes AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 493 lines of code y: 1 # changes AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 399 lines of code y: 1 # changes AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 331 lines of code y: 1 # changes AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 558 lines of code y: 1 # changes AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 528 lines of code y: 1 # changes AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 508 lines of code y: 1 # changes AmazonBedrock/anthropic/07_Using_Examples _Few-Shot_Prompting.ipynb x: 397 lines of code y: 1 # changes AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 706 lines of code y: 1 # changes AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 800 lines of code y: 1 # changes AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 353 lines of code y: 1 # changes AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 24 lines of code y: 1 # changes AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 195 lines of code y: 1 # changes AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 503 lines of code y: 1 # changes AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 403 lines of code y: 1 # changes AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 335 lines of code y: 1 # changes AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 562 lines of code y: 1 # changes AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 514 lines of code y: 1 # changes AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 712 lines of code y: 1 # changes AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 791 lines of code y: 1 # changes AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 342 lines of code y: 1 # changes AmazonBedrock/utils/__init__.py x: 1 lines of code y: 1 # changes AmazonBedrock/utils/hints.py x: 86 lines of code y: 1 # changes Anthropic 1P/00_Tutorial_How-To.ipynb x: 154 lines of code y: 1 # changes Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 459 lines of code y: 1 # changes Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 394 lines of code y: 1 # changes Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 325 lines of code y: 1 # changes Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 552 lines of code y: 1 # changes Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 517 lines of code y: 1 # changes Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 496 lines of code y: 1 # changes Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 391 lines of code y: 1 # changes Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 708 lines of code y: 1 # changes Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 778 lines of code y: 1 # changes
1.0
# changes
  min: 1.0
  average: 1.0
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 1.0
0 800.0
lines of code
min: 1.0 | average: 418.35 | 25th percentile: 328.0 | median: 403.0 | 75th percentile: 540.0 | max: 800.0

Number of Contributors vs. Number of Changes: 37 points

AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 1 # contributors y: 1 # changes
1.0
# changes
  min: 1.0
  average: 1.0
  25th percentile: 1.0
  median: 1.0
  75th percentile: 1.0
  max: 1.0
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: 37 points

AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 1 # contributors y: 185 lines of code AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 493 lines of code AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 399 lines of code AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 331 lines of code AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 558 lines of code AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # contributors y: 528 lines of code AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 508 lines of code AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # contributors y: 706 lines of code AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 1 # contributors y: 800 lines of code AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 1 # contributors y: 353 lines of code AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 1 # contributors y: 24 lines of code AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 1 # contributors y: 195 lines of code AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 503 lines of code AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 403 lines of code AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 335 lines of code AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 562 lines of code AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 514 lines of code AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # contributors y: 712 lines of code AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 1 # contributors y: 791 lines of code AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 1 # contributors y: 342 lines of code AmazonBedrock/utils/__init__.py x: 1 # contributors y: 1 lines of code AmazonBedrock/utils/hints.py x: 1 # contributors y: 86 lines of code Anthropic 1P/00_Tutorial_How-To.ipynb x: 1 # contributors y: 154 lines of code Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 459 lines of code Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 394 lines of code Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 325 lines of code Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 552 lines of code Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # contributors y: 517 lines of code Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 496 lines of code Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 1 # contributors y: 391 lines of code Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 1 # contributors y: 778 lines of code
800.0
lines of code
  min: 1.0
  average: 418.35
  25th percentile: 328.0
  median: 403.0
  75th percentile: 540.0
  max: 800.0
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: 94 points

README.md x: 2 # changes y: 4 line churn AmazonBedrock/CONTRIBUTING.md x: 1 # changes y: 59 line churn AmazonBedrock/LICENSE x: 1 # changes y: 17 line churn .gitignore x: 1 # changes y: 2 line churn Amazon Bedrock/Anthropic SDK/00_Tutorial_How-To.ipynb x: 1 # changes y: 185 line churn Amazon Bedrock/Anthropic SDK/01_Basic_Prompt_Structure.ipynb x: 1 # changes y: 486 line churn Amazon Bedrock/Anthropic SDK/02_Being_Clear_and_Direct.ipynb x: 1 # changes y: 392 line churn Amazon Bedrock/Anthropic SDK/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # changes y: 324 line churn Amazon Bedrock/Anthropic SDK/04_Separating_Data_and_Instructions.ipynb x: 1 # changes y: 551 line churn Amazon Bedrock/Anthropic SDK/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # changes y: 521 line churn Amazon Bedrock/Anthropic SDK/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # changes y: 501 line churn Amazon Bedrock/Anthropic SDK/08_Avoiding_Hallucinations.ipynb x: 1 # changes y: 700 line churn Amazon Bedrock/Anthropic SDK/09_Complex_Prompts_from_Scratch.ipynb x: 1 # changes y: 1218 line churn Amazon Bedrock/Anthropic SDK/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # changes y: 706 line churn Amazon Bedrock/Anthropic SDK/10_2_Appendix_Tool_Use.ipynb x: 1 # changes y: 793 line churn Amazon Bedrock/Anthropic SDK/10_3_Appendix_Search_and_Retrieval.ipynb x: 1 # changes y: 24 line churn Amazon Bedrock/Anthropic SDK/hints.py x: 1 # changes y: 246 line churn Amazon Bedrock/README.md x: 2 # changes y: 58 line churn Amazon Bedrock/boto3/00_Tutorial_How-To.ipynb x: 1 # changes y: 195 line churn Amazon Bedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 1 # changes y: 496 line churn Amazon Bedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 1 # changes y: 396 line churn Amazon Bedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # changes y: 328 line churn Amazon Bedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 1 # changes y: 555 line churn Amazon Bedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # changes y: 507 line churn Amazon Bedrock/boto3/09_Complex_Prompts_from_Scratch.ipynb x: 1 # changes y: 1224 line churn Amazon Bedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # changes y: 712 line churn Amazon Bedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 1 # changes y: 784 line churn Amazon Bedrock/cloudformation/workshop-v1-final-cfn.yml x: 2 # changes y: 72 line churn AmazonBedrock/README.md x: 1 # changes y: 57 line churn AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 1 # changes y: 493 line churn AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 1 # changes y: 399 line churn AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # changes y: 331 line churn AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 1 # changes y: 558 line churn AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # changes y: 528 line churn AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 1 # changes y: 800 line churn AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 1 # changes y: 353 line churn AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 1 # changes y: 403 line churn AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # changes y: 335 line churn AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # changes y: 514 line churn AmazonBedrock/boto3/08_Avoiding_Hallucinations.ipynb x: 1 # changes y: 713 line churn AmazonBedrock/boto3/09_Complex_Prompts_from_Scratch.ipynb x: 1 # changes y: 1231 line churn AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 1 # changes y: 342 line churn AmazonBedrock/cloudformation/workshop-v1-final-cfn.yml x: 1 # changes y: 67 line churn AmazonBedrock/requirements.txt x: 1 # changes y: 5 line churn Anthropic 1P/00_Tutorial How-To.ipynb x: 1 # changes y: 154 line churn Anthropic 1P/01_Basic Prompt Structure.ipynb x: 1 # changes y: 459 line churn Anthropic 1P/10.2_Appendix: Tool Use.ipynb x: 1 # changes y: 778 line churn
1231.0
line churn
  min: 2.0
  average: 456.06
  25th percentile: 246.0
  median: 459.0
  75th percentile: 700.25
  max: 1231.0
0 2.0
# changes
min: 1.0 | average: 1.03 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 1.0 | max: 2.0

Number of Contributors vs. Line Churn: 36 points

AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 1 # contributors y: 185 line churn AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 493 line churn AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 399 line churn AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 331 line churn AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 558 line churn AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # contributors y: 528 line churn AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 508 line churn AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # contributors y: 706 line churn AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 1 # contributors y: 800 line churn AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 1 # contributors y: 353 line churn AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 1 # contributors y: 24 line churn AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 1 # contributors y: 195 line churn AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 503 line churn AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 403 line churn AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 335 line churn AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 562 line churn AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 514 line churn AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 1 # contributors y: 712 line churn AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 1 # contributors y: 791 line churn AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 1 # contributors y: 342 line churn AmazonBedrock/utils/hints.py x: 1 # contributors y: 246 line churn Anthropic 1P/00_Tutorial_How-To.ipynb x: 1 # contributors y: 154 line churn Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 1 # contributors y: 459 line churn Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 1 # contributors y: 394 line churn Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 1 # contributors y: 325 line churn Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 1 # contributors y: 552 line churn Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 1 # contributors y: 517 line churn Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 1 # contributors y: 496 line churn Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 1 # contributors y: 391 line churn Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 1 # contributors y: 778 line churn
800.0
line churn
  min: 24.0
  average: 434.39
  25th percentile: 332.0
  median: 431.0
  75th percentile: 546.0
  max: 800.0
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: 36 points

AmazonBedrock/anthropic/00_Tutorial_How-To.ipynb x: 185 lines of code y: 185 line churn AmazonBedrock/anthropic/01_Basic_Prompt_Structure.ipynb x: 493 lines of code y: 493 line churn AmazonBedrock/anthropic/02_Being_Clear_and_Direct.ipynb x: 399 lines of code y: 399 line churn AmazonBedrock/anthropic/03_Assigning_Roles_Role_Prompting.ipynb x: 331 lines of code y: 331 line churn AmazonBedrock/anthropic/04_Separating_Data_and_Instructions.ipynb x: 558 lines of code y: 558 line churn AmazonBedrock/anthropic/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 528 lines of code y: 528 line churn AmazonBedrock/anthropic/06_Precognition_Thinking_Step_by_Step.ipynb x: 508 lines of code y: 508 line churn AmazonBedrock/anthropic/07_Using_Examples _Few-Shot_Prompting.ipynb x: 397 lines of code y: 397 line churn AmazonBedrock/anthropic/10_1_Appendix_Chaining_Prompts.ipynb x: 706 lines of code y: 706 line churn AmazonBedrock/anthropic/10_2_Appendix_Tool_Use.ipynb x: 800 lines of code y: 800 line churn AmazonBedrock/anthropic/10_3_Appendix_Empirical_Performance_Evaluations.ipynb x: 353 lines of code y: 353 line churn AmazonBedrock/anthropic/10_4_Appendix_Search_and_Retrieval.ipynb x: 24 lines of code y: 24 line churn AmazonBedrock/boto3/00_Tutorial_How-To.ipynb x: 195 lines of code y: 195 line churn AmazonBedrock/boto3/01_Basic_Prompt_Structure.ipynb x: 503 lines of code y: 503 line churn AmazonBedrock/boto3/02_Being_Clear_and_Direct.ipynb x: 403 lines of code y: 403 line churn AmazonBedrock/boto3/03_Assigning_Roles_Role_Prompting.ipynb x: 335 lines of code y: 335 line churn AmazonBedrock/boto3/04_Separating_Data_and_Instructions.ipynb x: 562 lines of code y: 562 line churn AmazonBedrock/boto3/06_Precognition_Thinking_Step_by_Step.ipynb x: 514 lines of code y: 514 line churn AmazonBedrock/boto3/10_1_Appendix_Chaining_Prompts.ipynb x: 712 lines of code y: 712 line churn AmazonBedrock/boto3/10_2_Appendix_Tool_Use.ipynb x: 791 lines of code y: 791 line churn AmazonBedrock/boto3/10_3_Appendix_Empirical_Performance_Eval.ipynb x: 342 lines of code y: 342 line churn AmazonBedrock/utils/hints.py x: 86 lines of code y: 246 line churn Anthropic 1P/00_Tutorial_How-To.ipynb x: 154 lines of code y: 154 line churn Anthropic 1P/01_Basic_Prompt_Structure.ipynb x: 459 lines of code y: 459 line churn Anthropic 1P/02_Being_Clear_and_Direct.ipynb x: 394 lines of code y: 394 line churn Anthropic 1P/03_Assigning_Roles_Role_Prompting.ipynb x: 325 lines of code y: 325 line churn Anthropic 1P/04_Separating_Data_and_Instructions.ipynb x: 552 lines of code y: 552 line churn Anthropic 1P/05_Formatting_Output_and_Speaking_for_Claude.ipynb x: 517 lines of code y: 517 line churn Anthropic 1P/06_Precognition_Thinking_Step_by_Step.ipynb x: 496 lines of code y: 496 line churn Anthropic 1P/07_Using_Examples_Few-Shot_Prompting.ipynb x: 391 lines of code y: 391 line churn Anthropic 1P/10.1_Appendix_Chaining Prompts.ipynb x: 708 lines of code y: 708 line churn Anthropic 1P/10.2_Appendix_Tool Use.ipynb x: 778 lines of code y: 778 line churn
800.0
line churn
  min: 24.0
  average: 434.39
  25th percentile: 332.0
  median: 431.0
  75th percentile: 546.0
  max: 800.0
0 800.0
lines of code
min: 24.0 | average: 429.94 | 25th percentile: 332.0 | median: 431.0 | 75th percentile: 546.0 | max: 800.0