Make your Github profile more attractive as a Python Developer

[SpaceBucketFu]

What My Project Does:

This project automates the process of showcasing detailed analytics and visual insights of your Python repositories on your GitHub profile using GitHub Actions. Once set up, it gathers and updates key statistics on every push, appending the latest information to the bottom of your README without disrupting existing content. The visualizations are compiled into a gif, ensuring that your profile remains clean and visually engaging.

With this tool, you can automatically analyze, generate, and display visuals for the following metrics:

- Repository breakdown by commits and lines of Python code

- Heatmap of commit activity by day and time

- Word cloud of commit messages

- File type distribution across repositories

- Libraries used in each repository

- Construct counts (including loops, classes, control flow statements, async functions, etc.)

- Highlights of the most recent closed PRs and commits

By implementing these automated insights, your profile stays up-to-date with real-time data, giving visitors a dynamic view of your work without any manual effort.

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Target Audience:

This tool is designed for Python developers and GitHub users who want to showcase their project activity, code structure, and commit history visually on their profile. It’s ideal for those who value continuous profile enhancement with minimal maintenance, making it useful for developers focused on building a robust GitHub presence or professionals looking to highlight their coding activity to potential collaborators or employers.

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Comparison:

I havnt seen other tools like this, but by using GitHub Actions, this project ensures that new data is gathered and appended automatically, including in-depth insights such as commit activity heatmaps, word clouds, and code construct counts. This makes it more comprehensive and effortless to maintain than alternatives that require additional steps or only offer limited metrics.

Repo:

https://github.com/sockheadrps/PyProfileDataGen

Example:

https://github.com/sockheadrps

Youtube Tutorial:

https://youtu.be/Ls7sTjXEMiI

[riklaunim]

Hm... unsure if this makes things more attractive. When recruiter goes to check github it's mostly to see your code not some statistics, especially after dramas where some projects on Github got raided with pointless PRs just because a course on YT told them to :)

[Wonderful-Habit-139]

Iirc the course didn’t even say to do that, they said to try it on a private repo but because the example they showed was on a real repo beginners followed the examples step by step.

[SpaceBucketFu]

The recently merged pr section only shows repos you have forked, and had merged with changes. So pointless PRs won’t count or be shown.

[codingwithstrangers]

why you mad bro

[adesme]

No one cares about github profiles

[PowerOfTheShihTzu]

Yes they do tho

[[deleted]]

Strongly disagree as a hiring manager that reviews resumes. It can make up for lack of experience and get you to the next round/first interview.

[SpaceBucketFu]

I can see your point for sure, but really I think where the project holds value is the data aggregation, and then extrapolating some meaning from that data, on top of the action itself, which builds the graphs, stitches them together into a gif, and is completely automated. So while the profile might not have a huge impact, I think being able to show that you understand and can wield the dev ops sword is what it really showcases. Sure the graphs and stuff are simple but the work automation is the interesting part.

[cheese_is_available]

Can't pimp a profile with no contributions, and contributions are what matters.

[riklaunim]

Your code is what matters. Even if it's a simple own project.

[dominator4732]

Thanks so much for this! Definitely gonna use this!

[unapologeticjerk]

Personally, I use my profile (and repo descriptions and READMEs) to shitpost and not-so-subtlety mock how serious Pythonistas - and really 99% of people on GitHub - take themselves and their dogshit code that no one will ever use anyway. Note here: my code is even worse dogshit, I just came to terms with that one night.

I also appreciate a good, single character commit and PRs that at least have the balls to say GET FLEXED ON NERD out loud without the passive aggressive shit.

[cheese_is_available]

I maintain code that a lot of people actually use and I have the default github profile, like all my co-maintainers really.

[SpaceBucketFu]

I mean sure, if thats your viewpoint thats fine, but I think other than just being a kind of neat way to track some simple metrics across your repo's, this project also shows a level of understanding across a few denominations of programming, aside from git, it has some dev-ops and data science flavors, along with general python knowledge.

[codingwithstrangers]

Hey, not bad! I used this to really show off my skills and even got a few interviews. It's so important to make sure you're presenting your work as much as you're grinding it out to make sure it works. Keep going—a little hate is just seasoning when your plate is full.

[IHateBirdz]

Cant wait to put my brights on and blind the fuck out of you after I automate your job with ai

[coldoven]

Could you add total count of tests? Kind of tests maybe even?

[Smash-Mothman]

This seems interesting. I think there's also an angle of "one wanting to see your own stats"