5 ms·

Programming Trends on StackOverflow

58 points by damian2000 13y ago

eterm 13y ago
I can't help but think this would be better visualised as a time series with time on the X-axis and a number of series drawn as lines.
- damian2000 13y ago
  Yes that's how I originally tried it, but it was hard to pick out the trends since a bunch of lines were grouped together. Admit that the way its been done here is fairly strange, hopefully its useful to someone.
  - eterm 13y ago
    Given that ultimate volumes aren't relevant, I think a stacked line chart (with colours for each language) might be appropriate. You might need to bunch together the least popular languages as "other" to get that to work though. What struck me however was how little the popularity of the largest languages changed in terms of their question frequency.
  - podperson 13y ago
    Another option would be a stacked area graph like this (the one on the right) http://www.asymco.com/wp-content/uploads/2013/06/Screen-Shot-2013-06-03-at-6-3-5.31.21-PM.png http://www.asymco.com/wp-content/uploads/2013/06/Screen-Shot...
    - damian2000 13y ago
      Agreed that would be better, thanks. I'll try that next time.
    - jacobparker 13y ago
      Wow. Stacked area charts are so bad at conveying information efficiently or honestly - this one would be a good parody if it wasn't presumably an honest attempt. RE: dishonesty, see for example http://www.leancrew.com/all-this/2011/11/i-hate-stacked-area-charts/ http://www.leancrew.com/all-this/2011/11/i-hate-stacked-area... RE: inefficiency, note how bad the trend lines become near the top as the noise accumulates from the curves below. e.g. the galaxy tab curve on the left. I am reduced to visually converting areas into numbers (something humans are quite bad at) and searching for the previous data point, etc. The one major thing this chart has going for it, though, is that it makes me want to play some old school video games. See also: http://www.edwardtufte.com/tufte/books_vdqi http://www.edwardtufte.com/tufte/books_vdqi
      - podperson 13y ago
        "Here’s a fictitious example to show what I’m talking about." Yes, the author's fictitious example sucks. The chart I linked shows the data points as discrete, so it's actually the stacked column chart the author claims to prefer and eliminates the confusion between height and thickness (that said, I don't object violently to that specific issue since I know how to read the charts). Why convert curves to numbers? If you just wanted numbers read tabular data. Tufte uses the equivalent of stacked area charts in one of his most famous examples (Napoleon's attack on Russia). Is it the width or the height of the bar that connotes the strength of the army? http://www.google.com/imgres?imgurl=http://cartographia.files.wordpress.com/2008/05/minard_napoleon.png&imgrefurl=http://cartographia.wordpress.com/2008/04/30/napoleons-invasion-of-russia/&h=955&w=2003&sz=671&tbnid=2anacREESI1bUM:&tbnh=57&tbnw=120&zoom=1&usg=__6WJcpBmkRd4nkyuw0QS8AuQRayA=&docid=S0uQtYuQ0nODHM&sa=X&ei=PfjWUZyNGcaJjAL7_4CIDw&ved=0CEEQ9QEwAg&dur=389 http://www.google.com/imgres?imgurl=http://cartographia.file... Tufte's great. You can quote him on both sides of most arguments. Displaying information well requires judgment, not just a bunch of rules.
        jacobparker 13y ago
        The graph you linked is discrete only by technicality (all data samples are discrete, after all.) Compare how yours is 19 time slices squished together into a width (normalized for aspect ratio) almost half the size of the one I linked, which is 6 data points with adequate white-space. Please note that in the (excellent) Napoleon chart, cross sectional thickness is used to convey the size of the army. Not only is this intuitive, but it is masterfully hinted by the way the line shrinks. Stacked area charts (as detailed in the article I linked) however are unintuitive - a slowly increasing trend stacked on a faster increasing trend will appear to decrease - this is very undesirable. The chart you linked seems to want to say "The PC(+tablet) market is increasing, but Window's user base is stagnant". Either unstack the data or throw away/combine the irrelevant data. If you want to compare the Galaxy Tab to other Android tablets (as this chart seems to want to do as well) you will need a better chart or a second chart. The top of left chart is visual noise.
  - deleted 13y ago
    [deleted]
jchung 13y ago
Does the data provide views by tag? I'm a frequent beneficiary of SO content, but rarely have to ask new questions myself. Measuring views could give a more accurate depiction of how many devs are working on each tag.
- damian2000 13y ago
  It does provide that yes but I think it could be easy to skew that when a handful of questions get a huge number of views due to being linked somewhere like the stack exchange newsletters, or other places.
- nhebb 13y ago
  I was thinking the same thing. Most of the C# queries I might have had, have already been asked and answered effectively on SO. However, that is probably also true for many other languages, and from a 30,000 foot view, this does look like either a shift in language popularity or a shift in the makeup of the SO visitor population.
frankcaron 13y ago
Surprised to see Objective C dropping; I wonder why that is? It sure doesn't feel like iOS is getting more web view apps, and with the increased frequency and quality of apps on the App Store in lieu of iOS porting, you'd think it would go up.
- damian2000 13y ago
  Its not really dropping in terms of total questions asked, (obj-C has been sort of constant for about 12 months) but the other tags are increasing. The chart shows a proportion of the top 25 tags.
  - frankcaron 13y ago
    Ah, fair enough.
- scrumper 13y ago
  I think that highlights a problem with the way the data is presented. jQuery clearly belongs with JavaScript, just as iOS and Objective-C belong together.
yulaow 13y ago
So, are we seeing a fall of microsoft from the developers' point of view? Are windows phone and asp.net mvc not enough to try to get back the hackers in the platform?
- Phlarp 13y ago
  This was my interpretation, the largest downward movers across the board were the Microsoft stack technologies. Perhaps, given this data is from a Q and A site, these languages have just gotten so amazing in the last three years that developers are collectively asking fewer questions because they're running into fewer critical / main sequence blocking issues. Maybe these languages have moved to only being deployed by established and professional shops, leading to less of the entry level developer "noise" questions on SO [e]: sibling comment explains these trends, quite convincingly, as site demographics. I'd love to see this data compared to a similar set from github. Although public repo stats would suffer the same selection bias as SO posts.
- throwit1979 13y ago
  No. SO was founded by two windows developers, and build on a windows stack. They had a podcast detailing the process of development prior to public release of the site, followed primarily by windows developers. The initial audience of the site was, ergo, primarily windows developers. As popularity grew, more developers from the broader community showed up, driving the proportion of windows questions down.
  - jaredmcateer 13y ago
    Also as the knowledge base of questions for a tag grows, room for new questions become fewer. Duplicates will be asked but I wonder how many times a person has a problem, does a search, finds an answer and never has to ask their own question on the topic.
    - viraptor 13y ago
      Unfortunately breakdown for the close votes is not available like for the flagged answers. But my experience with the review queue is that 1 in every 4-5 votes is due to a duplicate. Considering there are 58.1k close votes to review at the moment... that's loads of dupes.
kp27 13y ago
This is pretty cool, the last frame is telling. It would be interesting to see the tags compared to each other by their relative bucket. As in IOS/iPhone/Android or web frameworks Django/RoR/Play/etc compared. Also I'd be interested in knowing how the java popularity is without android (postings without the android tag).
- gamegoblin 13y ago
  Agreed with buckets. The iPhone tag drops to next to nothing, but iOS rises. I suspect this is due to people programming more for the iPhone/iPad family rather than just the phone. I wish that they were all grouped.
sdfjkl 13y ago
Same data as area chart, attempted to sort categories by age while keeping related technologies grouped: http://cl.ly/image/1U400y1l2t3r http://cl.ly/image/1U400y1l2t3r
- damian2000 13y ago
  Thanks, that's awesome. I will put a link on the post if that's ok.
  - sdfjkl 13y ago
    Sure!
- bicx 13y ago
  This is probably something I should already know, but how do you read a chart like this?
  - sdfjkl 13y ago
    Think of it as a number of streams[1] running in parallel. The wider the stream, the more important the associated tag. Since the actual values are scaled to add up to 100%, comparing between relative importance is all they're good for. There's also aa absolute version of this, which is a simple stacked area chart. It's not so useful here, because the relative popularity of tags is much more interesting than the absolute numbers, which are largely a function of StackOverflow getting more users in total. See for yourself: http://cl.ly/image/101e1y1q3i19 http://cl.ly/image/101e1y1q3i19 [1] There's also a thing called a "stream graph", which is related but not the same: http://en.wikipedia.org/wiki/Streamgraph http://en.wikipedia.org/wiki/Streamgraph
  - michaeltoth 13y ago
    This chart plots the "share" of each question on the site, so the total is always 100%. If you read the chart from left to right you will see that the languages whose share increases become wider while those whose share decreases become narrower. It can be a bit difficult to read with this many options.
oneeyedpigeon 13y ago
Interesting data. The founders (Joel Spolsky, Jeff Atwood) are strong proponents of Windows programming, and the initial popularity of .net and c# make a lot of sense in that context. As the site has become more and more popular, the audience now consists of many people who aren't even aware of who those founders are, let alone follow their work. As such, the language spread is much more representative. As someone who never goes anywhere near Windows programming, I'm quite pleased about the direction this trend has taken.
- spyc3r 13y ago
  It probably has more to do with the maturity of the framework and less to do with audience popularity (although I'm sure that is a factor). That's just the nature of SO. The ios graph demonstrates this.
  - yen223 13y ago
    Agreed. Most of the easier .Net questions have already been answered. Most of the harder ones too, thanks to Jon Skeet.
- brudgers 13y ago
  Given StackOverflow's structure and operational methods, one would expect questions about products in the Microsoft stack to decline as searches return more relevant answers. To put it another way, as the site matures, more questions about x will tend to correlate to the inverse of x's formal repositories of knowledge. A user who finds an answer to their ASP.NET question on StackOverflow, doesn't ask a new question.
  - mattmanser 13y ago
    In the lifetime of the site c# 3 came out with a lot of new programming paradigms, ASP.Net MVC has come out, Silverlight has come and gone, WPF has gone from being something no-one uses to something a lot of people do and windows phone and now windows 8 have come out. Contrast that to Java which had Android, which people don't seem to bother tagging as Java? And that's about it I think? And Java grew and stabilized, so it really is probably just down to their initial users consisted overwhelmingly of .Net developers.
rorrr2 13y ago
1) Just because something is down percent-wise, doesn't mean it's actually in a decline. It's possible the overall numbers grew a lot. 2) This visualization is bad.
- deleted 13y ago
  [deleted]
dpritchett 13y ago
As a happy Ruby/Rails dev I can't figure why Python has double the marketshare. I guess it's the Google backing and the history of Linux admin usage?
- bnycum 13y ago
  Python also has a large amount of Scientific packages and draws a number of people from that field. Not sure how much that helps the marketshare though. I don't think it's strictly a Rails/Django thing.
- s_kilk 13y ago
  Python seems to be used in a lot of contexts, not limited to web development. While Ruby is a lovely language it appears to be used primarily with Rails in a web context.
  - yen223 13y ago
    That's right. Python is popular among sysops folks, and the scientific/mathematics people.
- deleted 13y ago
  [deleted]
- saosebastiao 13y ago
  Python Libraries > Ruby Libraries, at least outside of the web development world. There is nothing even close to the quality of SciKit-Learn, Pandas, NumPy, SciPy, Mapnik, PyCUDA, Sage, PyQT, PyGTK+, PIL, Celery, etc. Ruby is an amazing language (as far as mutability-by-default languages go), but it is far too web-centric...which seems to have turned into a self-fulfilling prophesy.
  - toyg 13y ago
    Notice how many of those are actually bindings for C/C++ libraries: a relatively hard problem for most high-level languages, but one that CPython makes very very easy to solve. These days, it's not surprising to see new libraries providing Python bindings from the start.
GFischer 13y ago
Add to the TIOBE data, and it doesn't look pretty for Microsoft. http://www.tiobe.com/index.php/content/paperinfo/tpci/index.html http://www.tiobe.com/index.php/content/paperinfo/tpci/index.... I suspect it's because of the failure of Microsoft in the mobile space.
- Spearchucker 13y ago
  Percentages are but one part of a trend. The graph is meaningless without total growth over time, and number of tags per user per tech. It could show anything, i.e. C# growth increase (or decline), even though the percentage overall is in decline.
- michaelwww 13y ago
  I think it's an exaggeration to say "it doesn't look pretty for Microsoft" especially since the drop in C# can be explained in part by Microsoft actively encouraging C# devs to start writing TypeScript/JavaScript applications. Microsoft has decided the future is TypeScript. If you want C# on mobile your best bet is to look at Xamarin, which is run by Miguel de Icaza of Mono fame. I'm curious how much MS has invested in that company. Reference: https://www.youtube.com/watch?v=3-5nExkCvAY https://www.youtube.com/watch?v=3-5nExkCvAY
- valdiorn 13y ago
  No, it's Microsoft murdering its flagship product by enforcing retarded rules with WinRT and the Windows Store. I love C# and I love working on Windows. But no way I'm going to pay money for there "privilege" of publishing open source software! (you can't install Win 8 apps from anywhere except the store. Must you limited subset of APIs. Must pay yearly subscription to let people download your software. Screw that.)
kailuowang 13y ago
I am a little surprised how comfortably PHP has remained as one of the top ranked tag. It's not consistent with the trend here on HN.
- revskill 13y ago
  I guess that most PHP developers 're busying with their coding, not viewing HN threads like most of Ruby developers ;)
  - yen223 13y ago
    With a language as unstable as PHP, of course you'll be spending more time on StackOverflow than on HN ;)
- wikwocket 13y ago
  HN itself is 'not consistent' with the trends of culture at large, so this does not surprise me. ;)
- pavs 13y ago
  I am teaching myself php (my first language) and I have seen that outside HN eco-chamber (and some other similar small community), PHP is not only very popular the communities are very newbe friendly.
deleted 13y ago
[deleted]
joshuak 13y ago
It seems to me that this graph represents newness not popularity (to the degree it represents anything at all). That is when tech is new or has a new release more questions are asked about it. Once those questions are answered, fewer and fewer questions remain. However, the problem is there are lots of noise sources. Is the tech complicated/confusing so lots of clarifying questions are asked? Are there lots of updates and releases? It the tech a lot larger in scope, such that it takes more questions to cover it? Is it in very heavy use and people are typically well versed in it so there are fewer questions? etc. All in all I'm afraid it is hard to draw any meaningful conclusions from this, and easy to be mislead.
digikata 13y ago
It would be interesting to see similar data for which tags are marked for ignore by users. That might be a more indicative of users moving on...
FollowSteph3 13y ago
Lotta java haters yet it stays steady. I also remember 1-3 years ago HN was full of RoR fanboys but its been pretty slow since and SO trends aren't good. It's interesting how things change and what becomes more fad like. They're both good languages, I'm just saying this to say there are no magic silver bullets ;) Personally i think that what happened is that RoR just didn't scale to bigger projects. Java isn't perfect by any means but right now there isn't anything that scales out as well. And by scales out I don't necessarily mean performance, I mean team size.

58 points by damian2000 13y ago

eterm 13y ago

I can't help but think this would be better visualised as a time series with time on the X-axis and a number of series drawn as lines.

damian2000 13y ago
Yes that's how I originally tried it, but it was hard to pick out the trends since a bunch of lines were grouped together. Admit that the way its been done here is fairly strange, hopefully its useful to someone.
- eterm 13y ago
  Given that ultimate volumes aren't relevant, I think a stacked line chart (with colours for each language) might be appropriate. You might need to bunch together the least popular languages as "other" to get that to work though. What struck me however was how little the popularity of the largest languages changed in terms of their question frequency.
- podperson 13y ago
  Another option would be a stacked area graph like this (the one on the right) http://www.asymco.com/wp-content/uploads/2013/06/Screen-Shot-2013-06-03-at-6-3-5.31.21-PM.png http://www.asymco.com/wp-content/uploads/2013/06/Screen-Shot...
  - damian2000 13y ago
    Agreed that would be better, thanks. I'll try that next time.
  - jacobparker 13y ago
    Wow. Stacked area charts are so bad at conveying information efficiently or honestly - this one would be a good parody if it wasn't presumably an honest attempt. RE: dishonesty, see for example http://www.leancrew.com/all-this/2011/11/i-hate-stacked-area-charts/ http://www.leancrew.com/all-this/2011/11/i-hate-stacked-area... RE: inefficiency, note how bad the trend lines become near the top as the noise accumulates from the curves below. e.g. the galaxy tab curve on the left. I am reduced to visually converting areas into numbers (something humans are quite bad at) and searching for the previous data point, etc. The one major thing this chart has going for it, though, is that it makes me want to play some old school video games. See also: http://www.edwardtufte.com/tufte/books_vdqi http://www.edwardtufte.com/tufte/books_vdqi
    - podperson 13y ago
      "Here’s a fictitious example to show what I’m talking about." Yes, the author's fictitious example sucks. The chart I linked shows the data points as discrete, so it's actually the stacked column chart the author claims to prefer and eliminates the confusion between height and thickness (that said, I don't object violently to that specific issue since I know how to read the charts). Why convert curves to numbers? If you just wanted numbers read tabular data. Tufte uses the equivalent of stacked area charts in one of his most famous examples (Napoleon's attack on Russia). Is it the width or the height of the bar that connotes the strength of the army? http://www.google.com/imgres?imgurl=http://cartographia.files.wordpress.com/2008/05/minard_napoleon.png&imgrefurl=http://cartographia.wordpress.com/2008/04/30/napoleons-invasion-of-russia/&h=955&w=2003&sz=671&tbnid=2anacREESI1bUM:&tbnh=57&tbnw=120&zoom=1&usg=__6WJcpBmkRd4nkyuw0QS8AuQRayA=&docid=S0uQtYuQ0nODHM&sa=X&ei=PfjWUZyNGcaJjAL7_4CIDw&ved=0CEEQ9QEwAg&dur=389 http://www.google.com/imgres?imgurl=http://cartographia.file... Tufte's great. You can quote him on both sides of most arguments. Displaying information well requires judgment, not just a bunch of rules.
      - jacobparker 13y ago
        The graph you linked is discrete only by technicality (all data samples are discrete, after all.) Compare how yours is 19 time slices squished together into a width (normalized for aspect ratio) almost half the size of the one I linked, which is 6 data points with adequate white-space. Please note that in the (excellent) Napoleon chart, cross sectional thickness is used to convey the size of the army. Not only is this intuitive, but it is masterfully hinted by the way the line shrinks. Stacked area charts (as detailed in the article I linked) however are unintuitive - a slowly increasing trend stacked on a faster increasing trend will appear to decrease - this is very undesirable. The chart you linked seems to want to say "The PC(+tablet) market is increasing, but Window's user base is stagnant". Either unstack the data or throw away/combine the irrelevant data. If you want to compare the Galaxy Tab to other Android tablets (as this chart seems to want to do as well) you will need a better chart or a second chart. The top of left chart is visual noise.
- deleted 13y ago
  [deleted]

jchung 13y ago

Does the data provide views by tag? I'm a frequent beneficiary of SO content, but rarely have to ask new questions myself. Measuring views could give a more accurate depiction of how many devs are working on each tag.

damian2000 13y ago
It does provide that yes but I think it could be easy to skew that when a handful of questions get a huge number of views due to being linked somewhere like the stack exchange newsletters, or other places.
nhebb 13y ago
I was thinking the same thing. Most of the C# queries I might have had, have already been asked and answered effectively on SO. However, that is probably also true for many other languages, and from a 30,000 foot view, this does look like either a shift in language popularity or a shift in the makeup of the SO visitor population.

frankcaron 13y ago

Surprised to see Objective C dropping; I wonder why that is? It sure doesn't feel like iOS is getting more web view apps, and with the increased frequency and quality of apps on the App Store in lieu of iOS porting, you'd think it would go up.

damian2000 13y ago
Its not really dropping in terms of total questions asked, (obj-C has been sort of constant for about 12 months) but the other tags are increasing. The chart shows a proportion of the top 25 tags.
- frankcaron 13y ago
  Ah, fair enough.
scrumper 13y ago
I think that highlights a problem with the way the data is presented. jQuery clearly belongs with JavaScript, just as iOS and Objective-C belong together.

yulaow 13y ago

So, are we seeing a fall of microsoft from the developers' point of view? Are windows phone and asp.net mvc not enough to try to get back the hackers in the platform?

Phlarp 13y ago
This was my interpretation, the largest downward movers across the board were the Microsoft stack technologies. Perhaps, given this data is from a Q and A site, these languages have just gotten so amazing in the last three years that developers are collectively asking fewer questions because they're running into fewer critical / main sequence blocking issues. Maybe these languages have moved to only being deployed by established and professional shops, leading to less of the entry level developer "noise" questions on SO [e]: sibling comment explains these trends, quite convincingly, as site demographics. I'd love to see this data compared to a similar set from github. Although public repo stats would suffer the same selection bias as SO posts.
throwit1979 13y ago
No. SO was founded by two windows developers, and build on a windows stack. They had a podcast detailing the process of development prior to public release of the site, followed primarily by windows developers. The initial audience of the site was, ergo, primarily windows developers. As popularity grew, more developers from the broader community showed up, driving the proportion of windows questions down.
- jaredmcateer 13y ago
  Also as the knowledge base of questions for a tag grows, room for new questions become fewer. Duplicates will be asked but I wonder how many times a person has a problem, does a search, finds an answer and never has to ask their own question on the topic.
  - viraptor 13y ago
    Unfortunately breakdown for the close votes is not available like for the flagged answers. But my experience with the review queue is that 1 in every 4-5 votes is due to a duplicate. Considering there are 58.1k close votes to review at the moment... that's loads of dupes.

kp27 13y ago

This is pretty cool, the last frame is telling. It would be interesting to see the tags compared to each other by their relative bucket. As in IOS/iPhone/Android or web frameworks Django/RoR/Play/etc compared. Also I'd be interested in knowing how the java popularity is without android (postings without the android tag).

gamegoblin 13y ago
Agreed with buckets. The iPhone tag drops to next to nothing, but iOS rises. I suspect this is due to people programming more for the iPhone/iPad family rather than just the phone. I wish that they were all grouped.

sdfjkl 13y ago

Same data as area chart, attempted to sort categories by age while keeping related technologies grouped: http://cl.ly/image/1U400y1l2t3r http://cl.ly/image/1U400y1l2t3r

damian2000 13y ago
Thanks, that's awesome. I will put a link on the post if that's ok.
- sdfjkl 13y ago
  Sure!
bicx 13y ago
This is probably something I should already know, but how do you read a chart like this?
- sdfjkl 13y ago
  Think of it as a number of streams[1] running in parallel. The wider the stream, the more important the associated tag. Since the actual values are scaled to add up to 100%, comparing between relative importance is all they're good for. There's also aa absolute version of this, which is a simple stacked area chart. It's not so useful here, because the relative popularity of tags is much more interesting than the absolute numbers, which are largely a function of StackOverflow getting more users in total. See for yourself: http://cl.ly/image/101e1y1q3i19 http://cl.ly/image/101e1y1q3i19 [1] There's also a thing called a "stream graph", which is related but not the same: http://en.wikipedia.org/wiki/Streamgraph http://en.wikipedia.org/wiki/Streamgraph
- michaeltoth 13y ago
  This chart plots the "share" of each question on the site, so the total is always 100%. If you read the chart from left to right you will see that the languages whose share increases become wider while those whose share decreases become narrower. It can be a bit difficult to read with this many options.

oneeyedpigeon 13y ago

Interesting data. The founders (Joel Spolsky, Jeff Atwood) are strong proponents of Windows programming, and the initial popularity of .net and c# make a lot of sense in that context. As the site has become more and more popular, the audience now consists of many people who aren't even aware of who those founders are, let alone follow their work. As such, the language spread is much more representative. As someone who never goes anywhere near Windows programming, I'm quite pleased about the direction this trend has taken.

spyc3r 13y ago
It probably has more to do with the maturity of the framework and less to do with audience popularity (although I'm sure that is a factor). That's just the nature of SO. The ios graph demonstrates this.
- yen223 13y ago
  Agreed. Most of the easier .Net questions have already been answered. Most of the harder ones too, thanks to Jon Skeet.
brudgers 13y ago
Given StackOverflow's structure and operational methods, one would expect questions about products in the Microsoft stack to decline as searches return more relevant answers. To put it another way, as the site matures, more questions about x will tend to correlate to the inverse of x's formal repositories of knowledge. A user who finds an answer to their ASP.NET question on StackOverflow, doesn't ask a new question.
- mattmanser 13y ago
  In the lifetime of the site c# 3 came out with a lot of new programming paradigms, ASP.Net MVC has come out, Silverlight has come and gone, WPF has gone from being something no-one uses to something a lot of people do and windows phone and now windows 8 have come out. Contrast that to Java which had Android, which people don't seem to bother tagging as Java? And that's about it I think? And Java grew and stabilized, so it really is probably just down to their initial users consisted overwhelmingly of .Net developers.

rorrr2 13y ago

1) Just because something is down percent-wise, doesn't mean it's actually in a decline. It's possible the overall numbers grew a lot. 2) This visualization is bad.

deleted 13y ago
[deleted]

dpritchett 13y ago

As a happy Ruby/Rails dev I can't figure why Python has double the marketshare. I guess it's the Google backing and the history of Linux admin usage?

bnycum 13y ago
Python also has a large amount of Scientific packages and draws a number of people from that field. Not sure how much that helps the marketshare though. I don't think it's strictly a Rails/Django thing.
s_kilk 13y ago
Python seems to be used in a lot of contexts, not limited to web development. While Ruby is a lovely language it appears to be used primarily with Rails in a web context.
- yen223 13y ago
  That's right. Python is popular among sysops folks, and the scientific/mathematics people.
deleted 13y ago
[deleted]
saosebastiao 13y ago
Python Libraries > Ruby Libraries, at least outside of the web development world. There is nothing even close to the quality of SciKit-Learn, Pandas, NumPy, SciPy, Mapnik, PyCUDA, Sage, PyQT, PyGTK+, PIL, Celery, etc. Ruby is an amazing language (as far as mutability-by-default languages go), but it is far too web-centric...which seems to have turned into a self-fulfilling prophesy.
- toyg 13y ago
  Notice how many of those are actually bindings for C/C++ libraries: a relatively hard problem for most high-level languages, but one that CPython makes very very easy to solve. These days, it's not surprising to see new libraries providing Python bindings from the start.

GFischer 13y ago

Add to the TIOBE data, and it doesn't look pretty for Microsoft. http://www.tiobe.com/index.php/content/paperinfo/tpci/index.html http://www.tiobe.com/index.php/content/paperinfo/tpci/index.... I suspect it's because of the failure of Microsoft in the mobile space.

Spearchucker 13y ago
Percentages are but one part of a trend. The graph is meaningless without total growth over time, and number of tags per user per tech. It could show anything, i.e. C# growth increase (or decline), even though the percentage overall is in decline.
michaelwww 13y ago
I think it's an exaggeration to say "it doesn't look pretty for Microsoft" especially since the drop in C# can be explained in part by Microsoft actively encouraging C# devs to start writing TypeScript/JavaScript applications. Microsoft has decided the future is TypeScript. If you want C# on mobile your best bet is to look at Xamarin, which is run by Miguel de Icaza of Mono fame. I'm curious how much MS has invested in that company. Reference: https://www.youtube.com/watch?v=3-5nExkCvAY https://www.youtube.com/watch?v=3-5nExkCvAY
valdiorn 13y ago
No, it's Microsoft murdering its flagship product by enforcing retarded rules with WinRT and the Windows Store. I love C# and I love working on Windows. But no way I'm going to pay money for there "privilege" of publishing open source software! (you can't install Win 8 apps from anywhere except the store. Must you limited subset of APIs. Must pay yearly subscription to let people download your software. Screw that.)

kailuowang 13y ago

I am a little surprised how comfortably PHP has remained as one of the top ranked tag. It's not consistent with the trend here on HN.

revskill 13y ago
I guess that most PHP developers 're busying with their coding, not viewing HN threads like most of Ruby developers ;)
- yen223 13y ago
  With a language as unstable as PHP, of course you'll be spending more time on StackOverflow than on HN ;)
wikwocket 13y ago
HN itself is 'not consistent' with the trends of culture at large, so this does not surprise me. ;)
pavs 13y ago
I am teaching myself php (my first language) and I have seen that outside HN eco-chamber (and some other similar small community), PHP is not only very popular the communities are very newbe friendly.

deleted 13y ago

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joshuak 13y ago

It seems to me that this graph represents newness not popularity (to the degree it represents anything at all). That is when tech is new or has a new release more questions are asked about it. Once those questions are answered, fewer and fewer questions remain. However, the problem is there are lots of noise sources. Is the tech complicated/confusing so lots of clarifying questions are asked? Are there lots of updates and releases? It the tech a lot larger in scope, such that it takes more questions to cover it? Is it in very heavy use and people are typically well versed in it so there are fewer questions? etc. All in all I'm afraid it is hard to draw any meaningful conclusions from this, and easy to be mislead.

digikata 13y ago

It would be interesting to see similar data for which tags are marked for ignore by users. That might be a more indicative of users moving on...

FollowSteph3 13y ago

Lotta java haters yet it stays steady. I also remember 1-3 years ago HN was full of RoR fanboys but its been pretty slow since and SO trends aren't good. It's interesting how things change and what becomes more fad like. They're both good languages, I'm just saying this to say there are no magic silver bullets ;) Personally i think that what happened is that RoR just didn't scale to bigger projects. Java isn't perfect by any means but right now there isn't anything that scales out as well. And by scales out I don't necessarily mean performance, I mean team size.