eoinmurray92

12 ms·

61.
by eoinmurray92 7y ago
OP and Founder of Kyso here - we built Kyso to make it easier to blog your notebooks to the public and also to make them easier to share in teams. The linked post is actually a Jupyter notebook itself - analysing the number of notebooks on
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by eoinmurray92 7y ago
Yeah this is true but sometimes R notebooks also refers to R studio notebooks - https://rmarkdown.rstudio.com/lesson-10.html
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by eoinmurray92 7y ago
This is what we made Kyso for - the linked post is actually a Jupyter notebook itself, the code is hidden by default to make it readable to non-technical people but you can click on the "code hidden" button on the top right to see
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Estimating Number of Jupyter Notebooks on Github(kyso.io)
275 points by eoinmurray92 7y ago|130 comments
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Publish Data Science Articles to the Web Using Jupyter, GitHub and Kyso(towardsdatascience.com)
2 points by eoinmurray92 7y ago|0 comments
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by eoinmurray92 7y ago
Here's a guide to using Github+Kyso [1] to publish your type of article to the web, it should be a very similar workflow to github pages, and you can use any of the popular python visualization libraries - we support plotly, bokeh, veg
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by eoinmurray92 7y ago
Plotly with Cufflinks is pretty great to integrate with pandas (wide range of quick examples here: https://kyso.io/KyleOS/cufflinks-intro )
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by eoinmurray92 7y ago
I should be pretty easy to set this up with Dash by plotly, and you can host in various places. Here a guide we've written for an app where you can drag and drop a file and get a chart from it. https://kyso.io/KyleOS&#x
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by eoinmurray92 7y ago
Happy to, but I've no way to ping you?
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by eoinmurray92 7y ago
About 6months ago we had to leave now v1 because of bad TTFB times compared to Heroku (me in Europe and server in USA east - now gave 800-900ms TTFB with massive variance > 2s vs Heroku constant 250ms TTFB). We left because of those bad
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The average person who claims to work a 75-hour week works 50 hours a week(kyso.io)
1 points by eoinmurray92 7y ago|0 comments
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by eoinmurray92 7y ago
This is something we think a lot about at Kyso ( https://kyso.io/for-teams ) - my startup - we let teams manage analytics knowledge basically by letting teams share Jupyter notebooks - we've spoken to lots of people abou
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by eoinmurray92 7y ago
Also interesting is looking at GDP per capita vs equality (GINI coefficient) I've posted the graph here: https://kyso.io/eoin/gdp-per-capita-vs-gini And a discussion link here: https://news.ycombinator.
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Rich countries tend to have a bigger middle-class, except the USA(kyso.io)
109 points by eoinmurray92 7y ago|196 comments
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by eoinmurray92 7y ago
Yeah Bokeh is also excellent
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by eoinmurray92 7y ago
Its awesome - we've recently launched a team version https://kyso.io/for-teams and our beta users seem to love it
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by eoinmurray92 7y ago
Sanau seems like a new version of Sagemaker https://aws.amazon.com/sagemaker/ where you write code in Jupyter and it auto converts to endpoints. I've used these solutions, but while Jupyter is amazing (my startup
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by eoinmurray92 7y ago
Dash by plotly is also amazing its like shiny but for python! - we were able to whip together an app that would let you drag and drop xyyy data and get a scatter plot instantly - you can try it here (first load takes 1-2s): https:/&#x
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Predicting salaries on indeed.com using scikitlearn(kyso.io)
3 points by eoinmurray92 7y ago|0 comments
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Visualizing text adventure games in Python(kyso.io)
3 points by eoinmurray92 7y ago|0 comments
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by eoinmurray92 7y ago
For exploring, I started Kyso for this reason, you have data in S3 - explore it using a Jupyter notebook running on ec2, and if you wish you could push your notebooks to Kyso for your team to read (we make them look like blog posts). We act
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by eoinmurray92 7y ago
I'm one of the people made this and I've love to answer any questions. We used the knowledge repo extensively at my last startup and we loved it, this is our attempt to improve upon those idea
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Publish data-science articles to the web using Jupyter, GitHub and Kyso(kyso.io)
2 points by eoinmurray92 7y ago|0 comments
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Creating an Interactive Data App Using Plotly’s Dash(medium.com)
2 points by eoinmurray92 7y ago|0 comments
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by eoinmurray92 7y ago
I found this interesting - shows how in demand data-science is right now - towardsdatascience is in the top 5 inbound and outbound referring domains on medium
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GitHub accounts for 14% of Mediums outbound referrals(kyso.io)
3 points by eoinmurray92 7y ago|2 comments
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European soccer leagues goal distributions(kyso.io)
1 points by eoinmurray92 8y ago|0 comments
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The Geographic Distribution of US Profits Abroad(kyso.io)
1 points by eoinmurray92 8y ago|0 comments
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Democracy vs. GDP per Capita(kyso.io)
2 points by eoinmurray92 8y ago|0 comments
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by eoinmurray92 8y ago
See my other comment but I've made a new graph where the markers are scaled by GDP per cap: https://kyso.io/eoin/world-happiness-gdp-per-capita-scaled

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