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Socio-PLT: Correlating Language Properties

What is Socio-PLT? | Video | Further Resources | Created by Leo Meyerovich and Ari Rabkin (EECS @ Berkeley)

Visualizations: Language/statement ranking Statement correlation Language correlation Statement clustering Language clustering

Language properties that do or do not go well together

I know this language well I enjoy using this language I regularly use this language I find it easy to write efficient code in this language I find this language easy to prototype in When I write code in this language I can be very sure it is correct I rarely have difficulty abstracting patterns I find in my code It's unusual for me to discover unfamiliar features I usually use this language on solo projects I usually use this language on projects with many other members I would use this language for a web project I would use this language for a desktop GUI project I would use this language for mobile applications I would use this language for casual scripting It is easy to tell at a glance what code in this language does I find code written in this language very elegant Code written in this language tends to be terse Code written in this language tends to be verbose There is a lot of accidental complexity when writing code in this language This language allows me to write programs where I know exactly what they are doing under the hood This is a high level language This is a low level language This language has a strong static type system This language is very flexible This language has a very rigid idea of how things should be done This language has a niche in which it is great This language has a niche outside of which I would not use it I would use this language to write a command-line app This language is good for scientific computing This language is expressive Writing code in this language is a lot of work I can imagine using this language in my day job This language excels at symbolic manipulation This language excels at text processing This language excels at concurrency This language is well documented The resources for learning this language are of high quality This language has a good community Third-party libraries are readily available well-documented and of high quality There is a wide variety of open source code written in this language When I run into problems my colleagues can provide me with immediate help with this language Programs written in this language will usually work in future versions of the language This language has a wide variety of agreed-upon conventions which are generally adhered to reasonably well and which increase my productivity Code written in this language tends to be very reliable Code written in this language is very readable This language is best for very large projects This language is best for very small projects This language is good for beginners This language is unusually bad for beginners Learning this language improved my ability as a programmer I enjoy playing with this language but would never use it for "real code" I use many applications written in this language This language has a very dogmatic community It is easy to debug programs written in this language when it goes wrong There are many good tools for this language There are many good open-source tools for this language There are many good commercial tools for this language Programs written in this language tend to play well with others I would like to write more of this language than I currently do I would use this language for writing server programs I would use this language for writing embedded programs This language is good for distributed computing Programs written in this language tend to be efficient I know many other people who use this language I often write things in this language with the intent of rewriting them in something else later This language is good for numeric computing This language is suitable for real-time applications I am sometimes embarrassed to admit to my peers that I know this language It is too easy to write code in this language that looks like it does one thing but actually does something else If this language didn't exist I would have trouble finding a satisfactory replacement This language is frequently used for applications it isn't suitable for This language has well-organized libraries with consistent carefully thought-out interfaces I can imagine this will be a popular language in twenty years time The thought that I may still be using this language in twenty years time fills me with dread I would use this language for writing programs for an embedded hardware platform I would use this language as a scripting language embedded inside a larger application This language has unusual features that I often miss when using other languages This language is likely to have a strong influence on future languages This language is likely to be a passing fad I would list this language on my resume I am reluctant to admit to knowing this language Developers who primarily use this language often burn out after a few years This language is likely to be around for a very long time This language has a very coherent design This language is built on a small core of orthogonal features This language is minimal This language is large This language has many features which feel "tacked on" I still discover new features of this language on a fairly regular basis I use this language out of choice This language makes it easy to shoot yourself in the foot This language has a high quality implementation I learned this language early in my career as a programmer This language encourages writing code that is easy to maintain. This language encourages writing reusable code. Learning this language significantly changed how I use other languages. The semantics of this language are much different than other languages I know. If my code in this language successfully compiles there is a good chance my code is correct. This language has a good library distribution mechanism. Libraries in this language tend to be well documented. Code written in this language will usually run in all the major implementations if it runs in one of them. This language matches it's problem domain particularly well. This language is easier to use for it's problem domain by removing unneeded expressiveness (such as not being Turing complete). This language would be good for teaching children to write software This language is well suited for an agile development approach using short iterations. I would recommend most programmers learn this language regardless of whether they have a specific need for it This is a mainstream language This language has an annoying syntax I often feel like I am not smart enough to write this language I use a lot of code written in this language which I really don't want to have to make changes to I often get angry when writing code in this language
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This language has a very dogmatic community,0.0
I learned this language early in my career as a programmer,0.0
This language has a niche in which it is great,3.0 This language matches it's problem domain particularly well.,3.0
This language is well documented,3.0 This language has a wide variety of agreed-upon conventions which are generally adhered to reasonably well and which increase my productivity,3.0 It is easy to tell at a glance what code in this language does,4.0 It is easy to debug programs written in this language when it goes wrong,4.0
This language has a good community,3.0 I usually use this language on solo projects,4.0 I can imagine this will be a popular language in twenty years time,4.0 I still discover new features of this language on a fairly regular basis,4.0 I use this language out of choice,5.0 There are many good open-source tools for this language,6.0
This language is minimal,0.0
This language is good for beginners,3.0 This language would be good for teaching children to write software,3.0
This is a low level language,0.0
This is a high level language,0.0
This language has many features which feel "tacked on",0.0
This language allows me to write programs where I know exactly what they are doing under the hood,3.0 This language is suitable for real-time applications,3.0 I would use this language for writing programs for an embedded hardware platform,3.0
This language is likely to be around for a very long time,0.0
I know this language well,0.0
It is too easy to write code in this language that looks like it does one thing but actually does something else,3.0 This language makes it easy to shoot yourself in the foot,3.0
If this language didn't exist I would have trouble finding a satisfactory replacement,3.0 This language is easier to use for it's problem domain by removing unneeded expressiveness (such as not being Turing complete).,3.0
It's unusual for me to discover unfamiliar features,3.0 Programs written in this language will usually work in future versions of the language,3.0
There is a lot of accidental complexity when writing code in this language,2.0 Writing code in this language is a lot of work,3.0 Developers who primarily use this language often burn out after a few years,3.0
Third-party libraries are readily available well-documented and of high quality,0.0
When I write code in this language I can be very sure it is correct,4.0 Code written in this language tends to be very reliable,4.0 If my code in this language successfully compiles there is a good chance my code is correct.,4.0 This language has a very rigid idea of how things should be done,6.0 This language has a strong static type system,7.0
Code written in this language will usually run in all the major implementations if it runs in one of them.,0.0
I usually use this language on projects with many other members,3.0 When I run into problems my colleagues can provide me with immediate help with this language,3.0 I know many other people who use this language,3.0
I use many applications written in this language,3.0 There is a wide variety of open source code written in this language,5.0 This is a mainstream language,5.0
This language is good for scientific computing,4.0 This language has a high quality implementation,4.0
I often feel like I am not smart enough to write this language,0.0
This language is very flexible,4.0 I would use this language to write a command-line app,4.0 This language excels at text processing,4.0
This language has a very coherent design,3.0 This language is built on a small core of orthogonal features,3.0
This language excels at concurrency,3.0 This language is good for distributed computing,3.0
I would use this language for a web project,0.0
This language excels at symbolic manipulation,0.0
I enjoy playing with this language but would never use it for "real code",0.0
This language is best for very small projects,3.0 I often write things in this language with the intent of rewriting them in something else later,3.0 I would use this language for casual scripting,4.0
Code written in this language tends to be verbose,0.0
I would list this language on my resume,3.0 I can imagine using this language in my day job,4.0 The resources for learning this language are of high quality,4.0 There are many good tools for this language,4.0 Libraries in this language tend to be well documented.,4.0 I would use this language for mobile applications,5.0 Programs written in this language tend to play well with others,5.0 This language is large,6.0
This language encourages writing code that is easy to maintain.,0.0
This language is best for very large projects,0.0
I am sometimes embarrassed to admit to my peers that I know this language,3.0 I am reluctant to admit to knowing this language,3.0
This language is frequently used for applications it isn't suitable for,0.0
This language has an annoying syntax,3.0 This language is unusually bad for beginners,4.0 I often get angry when writing code in this language,4.0 This language has a niche outside of which I would not use it,5.0
I would use this language for writing server programs,0.0
This language has a good library distribution mechanism.,0.0
The thought that I may still be using this language in twenty years time fills me with dread,0.0
I use a lot of code written in this language which I really don't want to have to make changes to,0.0
Code written in this language tends to be terse,4.0 The semantics of this language are much different than other languages I know.,4.0
This language is likely to have a strong influence on future languages,3.0 This language encourages writing reusable code.,3.0
I regularly use this language,0.0
This language has unusual features that I often miss when using other languages,3.0 Learning this language significantly changed how I use other languages.,3.0 I enjoy using this language,4.0 I find code written in this language very elegant,4.0 This language is expressive,4.0 I would like to write more of this language than I currently do,4.0 I would recommend most programmers learn this language regardless of whether they have a specific need for it,4.0 Learning this language improved my ability as a programmer,5.0
Code written in this language is very readable,4.0 This language has well-organized libraries with consistent carefully thought-out interfaces,4.0 I would use this language for a desktop GUI project,5.0 This language is likely to be a passing fad,5.0
This language is well suited for an agile development approach using short iterations.,3.0 I find this language easy to prototype in,4.0 I rarely have difficulty abstracting patterns I find in my code,4.0 I would use this language as a scripting language embedded inside a larger application,5.0
Programs written in this language tend to be efficient,3.0 I find it easy to write efficient code in this language,4.0 I would use this language for writing embedded programs,5.0 This language is good for numeric computing,7.0
There are many good commercial tools for this language,0.0