Made review changes

Author: oree-xx

content/blog/entries/2026-01-22-My-outreachy-journey/contents.lr

@@ -17,7 +17,7 @@ Creative Commons for the December 2025 cohort. My project involves improving and
 expanding Quantifying the commons. In this post, I will share my progress and
 key takeaways from the first half of my internship.
 
-## Project overview:
+## Project overview
 
 Quantifying the commons aims to track and analyse the trends of the creative
 commons legal tools. Who is using these legal tools, where, why, how? We want to
@@ -40,7 +40,7 @@ contributing to this mission.
 
 ### Aligning the project better to the script requirements
 
-- #### One of the main script requirement is making the script repeatable:
+#### One of the main script requirement is making the script repeatable
 
 We use Github Actions to automate our python script on a quarterly basis. So
 there is an execution schedule that runs for 45 days or less. For better
@@ -55,7 +55,7 @@ interruption. I integrated a workflow that checks if an output has been
 generated previously to avoid regeneration or running of script continuously,
 when we have an output already.
 
-- #### Another script requirement is making the script idempotent: 
+#### Another script requirement is making the script idempotent 
 
 Making the script idempotent means executing the python scripts multiple times
 and still get the same output. Before my work on the project, the report scripts
@@ -67,7 +67,7 @@ across quarters. But now,it inserts the sections alphabetically to the right
 position regardless of how the python scripts were executed. So we get A-B-C in
 quarter 1 and A-B-C in quarter 2.
 
-- #### Documentation on the project: 
+#### Documentation on the project 
 
 Improving contributors experience is a big part of the project. During the
 Outreachy contribution phase, new contributors kept on asking the same questions
@@ -76,29 +76,29 @@ documentation. Timid Robot and I tried to identify areas that were lacking
 clarity and we put in more context into the sides of the documentation. 
 
 
-- #### Completing the three stages of report for existing scripts:
+#### Completing the three stages of report for existing scripts
 
 Previous contributions had incomplete stages of report for a particular data
 source. I worked on completing the process and report stage for the Openverse
 data source. This required understanding the data fetched and what meaningful
 data or insight can be beneficial for the different teams in the organisation. 
 
-### Current status: 
+### Current status 
 
 I am currently working on completing the process and report stage for other data
 sources. Then I expand the project by adding new data sources for reporting. An
 iterative task for me is to check for areas in the code that might need
 improvement or better ways of doing things in the codebase. 
 
 
-### Collaboration with mentors: 
+### Collaboration with mentors 
 
 My favorite part of this project is my weekly meetup with my mentors, I get to
 ask questions, get ideas on ways I could improve something or solve a problem. I
 also get to review work done by my mentors, which allows me to learn from their
 approaches and imbibe them into my contributions.
 
-### Key takeways: 
+### Key takeways 
 
 Open source has been one of the coolest experiences in my tech journey. It has
 helped me expand my skill set, as I picked up new programming languages along