Can you predict reparability?

Dear Community,

as a datascientist, I have been exploring the open dataset (what a great tool!) in order to generate insights and also build a reparability predictor tool with fancy machine learning:
you can check the article here:

any comment, please let me know

with best repair regards,

jean

5 Likes

Hi @JEAN_MILPIED ,

Great to see your writeup and thanks for sharing!

It’s really exciting to see the Open Repair dataset being downloaded and used like this, this is exactly the power of open data. And thanks for sharing the Jupyter notebook at https://github.com/JeanMILPIED/Repair.

I haven’t had chance to read through in detail yet, but look forward to discussing further when I do. I’m sure others like @Monique @Steve_Cook @Lewis_Crouch @Elena et al will be interested, too :slight_smile:

Thanks a lot for your inspiring story and example! This is exactly what future development of the tools should enable! Not only for data scientists but also for the other citizens and repair initiatives! #sharepair

1 Like

Hi all,
now that the databse is getting bigger and bigger,
it might be worth sharing it to the full datascience community by putting it public on Kaggle platform for example (have a look here: https://www.kaggle.com/datasets),
this would bring visibility to the dataset and I could add a kernel that runs on the dataset to explore simple features,
my ultimate goal would be to have a website tool that answers this question to any user “can my good be repaired?”
we can discuss more
Best regards
jean

1 Like

Nice idea @JEAN_MILPIED - we’ll have a look into it, thanks!

@Monique has published the Open Repair Data to Kaggle - https://www.kaggle.com/moniqueszpak/open-repair-data-aggregated-202003.

Let us know if you set a kernel up on it @JEAN_MILPIED, and if you have any ideas as to how to encourage the use of the data on there.

Hi Neil!
That’s great news,
of course I will keep you posted if I build a kernel on top of it,

with best regards

Jean

Le mar. 21 juil. 2020 à 11:29, Neil M via The Restarters Community community@therestartproject.org a écrit :

1 Like