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@upsuper
Last activeOctober 5, 2020 02:46
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    Save upsuper/3e90f78d84b84c9741d585a1d462b1b5 to your computer and use it in GitHub Desktop.
    An example transformation file for translated Simplified Chinese result of 2020 State of Rust survey. Seehttps://github.com/upsuper/csv-transformer
    ---
    -transform:timestamp
    column:"C: End time"
    header:"Timestamp"
    from:"%d-%b-%Y %H:%M:%S"
    to:"%d/%m/%Y %H:%M:%S"
    -"E: Do you use Rust?"
    -"F: How long did you use Rust before you stopped?"
    -"G: How long ago did you stop using Rust?"
    -transform:join
    header:"Why did you stop using Rust?"
    columns:
    -"H: Why did you stop using Rust?:Rust didn't solve a problem for me"
    -"I: Why did you stop using Rust?:Rust was too intimidating, too hard to learn, or too complicated"
    -"J: Why did you stop using Rust?:Rust didn't have the libraries I need"
    -"K: Why did you stop using Rust?:Rust didn't have the tools I need"
    -"L: Why did you stop using Rust?:Rust didn't have good IDE support"
    -"M: Why did you stop using Rust?:Rust didn't support the platforms I need"
    -"N: Why did you stop using Rust?:Rust had too few Chinese materials"
    -"O: Why did you stop using Rust?:Rust seemed too risky to use in production"
    -"P: Why did you stop using Rust?:My company doesn't use Rust"
    -"Q: Why did you stop using Rust?:Switching to Rust slowed me down too much"
    -"R: Why did you stop using Rust?:I needed better interoperability between Rust and other languages"
    -"S: Why did you stop using Rust?:Other"
    -"T: If you indicated a lack of support for platforms or architectures that you would like to target, which would those be?"
    -transform:join
    header:"If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?"
    columns:
    -"U: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C"
    -"V: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C++"
    -"W: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C#"
    -"X: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Clojure"
    -"Y: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elm"
    -"Z: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elixir"
    -"AA: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Erlang"
    -"AB: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Go"
    -"AC: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Haskell"
    -"AD: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Java"
    -"AE: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:JavaScript"
    -"AF: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Objective-C"
    -"AG: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:PHP"
    -"AH: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Python"
    -"AI: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Ruby"
    -"AJ: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Scala"
    -"AK: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Swift"
    -"AL: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Other"
    -"AM: Please provide any additional details on why you stopped using Rust."
    -transform:join
    header:"I don't currently use Rust because..."
    columns:
    -"AN: I don't currently use Rust because...:Rust doesn't solve a problem for me"
    -"AO: I don't currently use Rust because...:Rust is too intimidating, too hard to learn, or too complicated"
    -"AP: I don't currently use Rust because...:Rust doesn't have the libraries I need"
    -"AQ: I don't currently use Rust because...:Rust doesn't have the tools I need"
    -"AR: I don't currently use Rust because...:Rust doesn't have good IDE support"
    -"AS: I don't currently use Rust because...:Rust doesn't support the platforms I need"
    -"AT: I don't currently use Rust because...:Rust has too few Chinese materials"
    -"AU: I don't currently use Rust because...:Rust seems too risky to use in production"
    -"AV: I don't currently use Rust because...:I need better interoperability between Rust and other languages"
    -"AW: I don't currently use Rust because...:My company doesn't use Rust"
    -"AX: I don't currently use Rust because...:Switching to Rust would slow me down too much"
    -"AY: I don't currently use Rust because...:I haven't learned Rust, yet, but I want to."
    -"AZ: I don't currently use Rust because...:I haven't learned Rust, yet, and I don't want to."
    -"BA: I don't currently use Rust because...:Other"
    -"BB: If you indicated a lack of support for platforms or architectures that you would like to target, which would those be?"
    -transform:join
    header:"If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?"
    columns:
    -"BC: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C"
    -"BD: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C++"
    -"BE: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C#"
    -"BF: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Clojure"
    -"BG: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elm"
    -"BH: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elixir"
    -"BI: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Erlang"
    -"BJ: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Go"
    -"BK: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Haskell"
    -"BL: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Java"
    -"BM: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:JavaScript"
    -"BN: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Objective-C"
    -"BO: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:PHP"
    -"BP: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Python"
    -"BQ: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Ruby"
    -"BR: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Scala"
    -"BS: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Swift"
    -"BT: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Other"
    -"BU: Please provide any additional details on why you are not using Rust"
    -"BV: How did you get interested in Rust?"
    -"BW: How long have you been working with Rust?"
    -"BX: How long did it take you to become productive in Rust?"
    -"BY: How many other programming languages did you know when you originally started working with Rust?"
    -"BZ: If you summed the size of all Rust projects you work on, how big would it be?"
    -"CA: How regularly do you work with Rust?"
    -"CB: How would you rate your Rust expertise?"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Enums]"
    column:"CC: How would you rate the difficulty of learning these concepts/topics?:Enums"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Modules]"
    column:"CD: How would you rate the difficulty of learning these concepts/topics?:Modules"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Ownership & Borrowing]"
    column:"CE: How would you rate the difficulty of learning these concepts/topics?:Ownership & Borrowing"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Iterators]"
    column:"CF: How would you rate the difficulty of learning these concepts/topics?:Iterators"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Traits]"
    column:"CG: How would you rate the difficulty of learning these concepts/topics?:Traits"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Generics & Trait Bounds]"
    column:"CH: How would you rate the difficulty of learning these concepts/topics?:Generics & Trait Bounds"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Lifetimes]"
    column:"CI: How would you rate the difficulty of learning these concepts/topics?:Lifetimes"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Cargo]"
    column:"CJ: How would you rate the difficulty of learning these concepts/topics?:Cargo"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Macros]"
    column:"CK: How would you rate the difficulty of learning these concepts/topics?:Macros"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Unsafe]"
    column:"CL: How would you rate the difficulty of learning these concepts/topics?:Unsafe"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Async I/O]"
    column:"CM: How would you rate the difficulty of learning these concepts/topics?:Async I/O"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Pattern Matching]"
    column:"CN: How would you rate the difficulty of learning these concepts/topics?:Pattern Matching"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Collections (Vec, HashMap, etc.)]"
    column:"CO: How would you rate the difficulty of learning these concepts/topics?:Collections (Vec, HashMap, etc.)"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Closures]"
    column:"CP: How would you rate the difficulty of learning these concepts/topics?:Closures"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [FFI]"
    column:"CQ: How would you rate the difficulty of learning these concepts/topics?:FFI"
    -transform:rename
    header:"How would you rate the difficulty of learning these concepts/topics? [Concurrency (Threads, Locks, Channels, etc.)]"
    column:"CR: How would you rate the difficulty of learning these concepts/topics?:Concurrency (Threads, Locks, Channels, etc.)"
    -transform:join
    header:"I would use Rust more often if..."
    columns:
    -"CS: I would use Rust more often if...:Rust solved more problems for me"
    -"CT: I would use Rust more often if...:Rust was less intimidating, easier to learn, or less complicated"
    -"CU: I would use Rust more often if...:Rust had the libraries I need"
    -"CV: I would use Rust more often if...:Rust had the tools I need"
    -"CW: I would use Rust more often if...:Rust had better IDE support"
    -"CX: I would use Rust more often if...:Rust supported the platforms I need"
    -"CY: I would use Rust more often if...:Rust was less risky to use in production"
    -"CZ: I would use Rust more often if...:Rust had better interoperability between languages"
    -"DA: I would use Rust more often if...:My company used Rust"
    -"DB: I would use Rust more often if...:Other"
    -transform:join
    header:"If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?"
    columns:
    -"DC: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C"
    -"DD: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C++"
    -"DE: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:C#"
    -"DF: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Clojure"
    -"DG: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elm"
    -"DH: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Elixir"
    -"DI: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Erlang"
    -"DJ: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Go"
    -"DK: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Haskell"
    -"DL: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Java"
    -"DM: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:JavaScript"
    -"DN: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Objective-C"
    -"DO: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:PHP"
    -"DP: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Python"
    -"DQ: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Ruby"
    -"DR: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Scala"
    -"DS: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Swift"
    -"DT: If you indicated a desire for increased interoperability, which of the following languages would you want to use with Rust?:Other"
    -"DU: Do you currently use the 2015 or 2018 edition of Rust?"
    -transform:join
    header:"Which version(s) of Rust do you use for your applications?"
    columns:
    -"DV: Which version(s) of Rust do you use for your applications? :Current Stable Release"
    -"DW: Which version(s) of Rust do you use for your applications? :Previous Stable Release"
    -"DX: Which version(s) of Rust do you use for your applications? :Beta Release"
    -"DY: Which version(s) of Rust do you use for your applications? :Nightly"
    -"DZ: Which version(s) of Rust do you use for your applications? :Custom Fork"
    -"EA: Which version(s) of Rust do you use for your applications? :I don't know"
    -"EB: If you do not use the current Stable compiler, why? Please name specific dependencies or unstable features, if relevant."
    -transform:join
    header:"If you use a nightly version, do you automatically update or pin a version for use?"
    columns:
    -"EC: If you use a nightly version, do you automatically update or pin a version for use?:Automatically Update"
    -"ED: If you use a nightly version, do you automatically update or pin a version for use?:Pin"
    -"EE: If you use a nightly version, do you automatically update or pin a version for use?:Don't know"
    -"EF: If you use a nightly version, do you automatically update or pin a version for use?:Other"
    -"EG: Has upgrading to a new stable version of the Rust compiler (not when upgrading any library dependencies) broken your code in the past year?"
    -"EH: If so, how much work did it take to fix your code when you upgraded to a newer stable version of the Rust compiler?"
    -"EI: Please provide details about what broke and what was needed to fix it"
    -transform:join
    header:"What's your preferred way of installing Rust?"
    columns:
    -"EJ: What's your preferred way of installing Rust?:Official rust-lang.org tarballs"
    -"EK: What's your preferred way of installing Rust?:Official rust-lang.org Windows .msi installers"
    -"EL: What's your preferred way of installing Rust?:Official rust-lang.org OS X .pkg installers"
    -"EM: What's your preferred way of installing Rust?:rustup.rs"
    -"EN: What's your preferred way of installing Rust?:Linux distribution package"
    -"EO: What's your preferred way of installing Rust?:Homebrew"
    -"EP: What's your preferred way of installing Rust?:Other"
    -"EQ: If you do not use rustup.rs, why not?"
    -"ER: If you do not use Cargo, why not?"
    -transform:rename
    header:"What is your experience with other tools you use? [rustfmt]"
    column:"ES: What is your experience with other tools you use?:rustfmt"
    -transform:rename
    header:"What is your experience with other tools you use? [clippy]"
    column:"ET: What is your experience with other tools you use?:clippy"
    -transform:rename
    header:"What is your experience with other tools you use? [rustdoc or cargo doc]"
    column:"EU: What is your experience with other tools you use?:rustdoc or cargo doc"
    -transform:rename
    header:"What is your experience with other tools you use? [racer]"
    column:"EV: What is your experience with other tools you use?:racer"
    -transform:rename
    header:"What is your experience with other tools you use? [Rust Language Server (RLS)]"
    column:"EW: What is your experience with other tools you use?:Rust Language Server (RLS)"
    -transform:rename
    header:"What is your experience with other tools you use? [rust-analyzer]"
    column:"EX: What is your experience with other tools you use?:rust-analyzer"
    -transform:rename
    header:"What is your experience with other tools you use? [bindgen]"
    column:"EY: What is your experience with other tools you use?:bindgen"
    -transform:rename
    header:"What is your experience with other tools you use? [IntelliJ Rust]"
    column:"EZ: What is your experience with other tools you use?:IntelliJ Rust"
    -"FA: Feel free to tell us more about your experience with these tools, or other Rust tools"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Library Support]"
    column:"FB: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Library Support"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [IDE Experience]"
    column:"FC: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:IDE Experience"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Adoption level of Rust]"
    column:"FD: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Adoption level of Rust"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Available tools and support]"
    column:"FE: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Available tools and support"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Learning curve]"
    column:"FF: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Learning curve"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Stable language features and crates]"
    column:"FG: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Stable language features and crates"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Async programming options]"
    column:"FH: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Async programming options"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [GUI development]"
    column:"FI: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:GUI development"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Rust documentation]"
    column:"FJ: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Rust documentation"
    -transform:rename
    header:"For each of the challenges listed below, please indicate whether you believe there has been any change within the last year [Compile time]"
    column:"FK: For each of the challenges listed below, please indicate whether you believe there has been any change within the last year:Compile time"
    -transform:join
    header:"What platforms are you developing on?"
    columns:
    -"FL: What platforms are you developing on?:Windows"
    -"FM: What platforms are you developing on?:Windows (WSL)"
    -"FN: What platforms are you developing on?:Apple macOS"
    -"FO: What platforms are you developing on?:Linux"
    -"FP: What platforms are you developing on?:BSD-variant"
    -"FQ: What platforms are you developing on?:Other"
    -transform:join
    header:"What platforms are you targeting?"
    columns:
    -"FR: What platforms are you targeting?:Android"
    -"FS: What platforms are you targeting?:Windows"
    -"FT: What platforms are you targeting?:Apple iOS"
    -"FU: What platforms are you targeting?:Apple macOS"
    -"FV: What platforms are you targeting?:Linux"
    -"FW: What platforms are you targeting?:BSD-variant"
    -"FX: What platforms are you targeting?:WebAssembly"
    -"FY: What platforms are you targeting?:Embedded"
    -"FZ: What platforms are you targeting?:asm.js"
    -"GA: What platforms are you targeting?:Other"
    -"GB: Are there any platforms or architectures that you would like to target, but currently cannot? (If possible, please provide details, ideally toolchain\"triples\")"
    -transform:join
    header:"What editor do you use when writing Rust?"
    columns:
    -"GC: What editor do you use when writing Rust?:Atom"
    -"GD: What editor do you use when writing Rust?:Eclipse"
    -"GE: What editor do you use when writing Rust?:Emacs"
    -"GF: What editor do you use when writing Rust?:IntelliJ"
    -"GG: What editor do you use when writing Rust?:Sublime"
    -"GH: What editor do you use when writing Rust?:Vim"
    -"GI: What editor do you use when writing Rust?:Visual Studio"
    -"GJ: What editor do you use when writing Rust?:VSCode"
    -"GK: What editor do you use when writing Rust?:Other"
    -transform:join
    header:"Which IDE setup(s) do you use?"
    columns:
    -"GL: Which IDE setup(s) do you use?:No special support (or just CTAGS)"
    -"GM: Which IDE setup(s) do you use?:Only Racer"
    -"GN: Which IDE setup(s) do you use?:RLS"
    -"GO: Which IDE setup(s) do you use?:Rust-analyzer"
    -"GP: Which IDE setup(s) do you use?:IntelliJ Rust"
    -"GQ: Which IDE setup(s) do you use?:Other"
    -"GR: What libraries do you consider critical in the Rust ecosystem?"
    -"GS: Has a minor version upgrade of a dependency broken your code?"
    -"GT: If so, please provide details here on how minor version upgrades broke your code."
    -"GU: How many of your dependencies are 1.0 or above?"
    -"GV: What critical libraries are missing in the Rust ecosystem?"
    -"GW: Do you or your company use Rust at work?"
    -"GX: For programmers - what languages, other than Rust, do you use at work?"
    -"GY: Does your company plan to use or evaluate Rust in the future?"
    -"GZ: How could we make Rust more appealing to your company?"
    -"HA: How many developers at your company use Rust at work?"
    -"HB: Approximately how many total employees are in your company?"
    -"HC: If you summed the size of all Rust projects at work, how big would it be?"
    -"HD: Is your company planning on hiring Rust developers in the next year?"
    -"HE: What are some ways you or your company is using Rust at work?"
    -"HF: How could we help make Rust more accepted at your company?"
    -transform:join
    header:"Which titles do you believe best match your role?"
    columns:
    -"HG: Which titles do you believe best match your role?:Hobbyist"
    -"HH: Which titles do you believe best match your role?:Programmer / Software Engineer"
    -"HI: Which titles do you believe best match your role?:Founder"
    -"HJ: Which titles do you believe best match your role?:Technical Writer"
    -"HK: Which titles do you believe best match your role?:Scientist"
    -"HL: Which titles do you believe best match your role?:Analyst"
    -"HM: Which titles do you believe best match your role?:Architect"
    -"HN: Which titles do you believe best match your role?:Teacher / Professor"
    -"HO: Which titles do you believe best match your role?:Manager / Team Leader"
    -"HP: Which titles do you believe best match your role?:Consultant / Freelance"
    -"HQ: Which titles do you believe best match your role?:QA Engineer"
    -"HR: Which titles do you believe best match your role?:Designer"
    -"HS: Which titles do you believe best match your role?:Data Scientist"
    -"HT: Which titles do you believe best match your role?:Web Developer / Front End Developer"
    -"HU: Which titles do you believe best match your role?:System Operations"
    -"HV: Which titles do you believe best match your role?:Student"
    -"HW: Which titles do you believe best match your role?:Research Assistant"
    -"HX: Which titles do you believe best match your role?:DevOps / SRE"
    -"HY: Which titles do you believe best match your role?:Executive"
    -"HZ: Which titles do you believe best match your role?:Other"
    -transform:join
    header:"What industries do you work in?"
    columns:
    -"IA: What industries do you work in?:Security"
    -"IB: What industries do you work in?:Big Data"
    -"IC: What industries do you work in?:Geospatial"
    -"ID: What industries do you work in?:Telecom"
    -"IE: What industries do you work in?:Simulation"
    -"IF: What industries do you work in?:Distributed Systems"
    -"IG: What industries do you work in?:High-Performance Computing (HPC)"
    -"IH: What industries do you work in?:Industrial"
    -"II: What industries do you work in?:Advertising / Marketing Technology"
    -"IJ: What industries do you work in?:Advertising"
    -"IK: What industries do you work in?:Aerospace"
    -"IL: What industries do you work in?:IT"
    -"IM: What industries do you work in?:Robotics"
    -"IN: What industries do you work in?:Machine Learning"
    -"IO: What industries do you work in?:Technology"
    -"IP: What industries do you work in?:Computer Administration"
    -"IQ: What industries do you work in?:Education / Academia"
    -"IR: What industries do you work in?:Financial"
    -"IS: What industries do you work in?:Scientific and Numeric Computing"
    -"IT: What industries do you work in?:Retail / e-commerce"
    -"IU: What industries do you work in?:Enterprise Software"
    -"IV: What industries do you work in?:Embedded Devices"
    -"IW: What industries do you work in?:Blockchain"
    -"IX: What industries do you work in?:Bioinformatics"
    -"IY: What industries do you work in?:Data Science"
    -"IZ: What industries do you work in?:Databases"
    -"JA: What industries do you work in?:Network Programming"
    -"JB: What industries do you work in?:Web Application Backend"
    -"JC: What industries do you work in?:Web Application Frontend"
    -"JD: What industries do you work in?:Internet of Things"
    -"JE: What industries do you work in?:Mobile (Android)"
    -"JF: What industries do you work in?:Mobile (iOS)"
    -"JG: What industries do you work in?:Health Care"
    -"JH: What industries do you work in?:Medical Devices"
    -"JI: What industries do you work in?:Audio"
    -"JJ: What industries do you work in?:Gaming"
    -"JK: What industries do you work in?:Entertainment / Media"
    -"JL: What industries do you work in?:Automated Share Trading"
    -"JM: What industries do you work in?:Government / Military"
    -"JN: What industries do you work in?:Desktop Applications"
    -"JO: What industries do you work in?:Other"
    -"JP: How many software developers work at your company?"
    -"JQ: Have you contributed to any open source code in the past year?"
    -"JR: If you answered yes, have you ever contributed to a Rust crate or tool?"
    -transform:join
    header:"What programming languages are you comfortable with?"
    columns:
    -"JS: What programming languages are you comfortable with?:C"
    -"JT: What programming languages are you comfortable with?:C++"
    -"JU: What programming languages are you comfortable with?:C#"
    -"JV: What programming languages are you comfortable with?:Clojure"
    -"JW: What programming languages are you comfortable with?:Elm"
    -"JX: What programming languages are you comfortable with?:Elixir"
    -"JY: What programming languages are you comfortable with?:Erlang"
    -"JZ: What programming languages are you comfortable with?:Go"
    -"KA: What programming languages are you comfortable with?:Haskell"
    -"KB: What programming languages are you comfortable with?:Java"
    -"KC: What programming languages are you comfortable with?:JavaScript"
    -"KD: What programming languages are you comfortable with?:Objective-C"
    -"KE: What programming languages are you comfortable with?:PHP"
    -"KF: What programming languages are you comfortable with?:Python"
    -"KG: What programming languages are you comfortable with?:Ruby"
    -"KH: What programming languages are you comfortable with?:Rust"
    -"KI: What programming languages are you comfortable with?:Scala"
    -"KJ: What programming languages are you comfortable with?:Swift"
    -"KK: What programming languages are you comfortable with?:Other"
    -transform:transpose
    sources:
    "KL: Please rank your top 5 programming languages in terms of preference: :1st":1st
    "KM: Please rank your top 5 programming languages in terms of preference: :2nd":2nd
    "KN: Please rank your top 5 programming languages in terms of preference: :3rd":3rd
    "KO: Please rank your top 5 programming languages in terms of preference: :4th":4th
    "KP: Please rank your top 5 programming languages in terms of preference: :5th":5th
    columns:
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [C]":C
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [C++]":C++
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [C#]":"C#"
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Clojure]":Clojure
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Elm]":Elm
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Elixir]":Elixir
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Erlang]":Erlang
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Go]":Go
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Haskell]":Haskell
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Java]":Java
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [JavaScript]":JavaScript
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Objective-C]":Objective-C
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [PHP]":PHP
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Python]":Python
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Ruby]":Ruby
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Rust]":Rust
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Scala]":Scala
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Swift]":Swift
    "Please rank your top 5 programming languages in terms of preference: (Please only select 1 per column - Google Forms will not allow you to unselect an option once clicked.) [Other]":Other
    -"KQ: Do you feel welcome in the Rust community?"
    -"KR: What actions could we take to make you feel more welcome?"
    -transform:join
    header:"Do you consider yourself a member of an underrepresented demographic in technology?"
    columns:
    -"KS: Do you consider yourself a member of an underrepresented demographic in technology?:No"
    -"KT: Do you consider yourself a member of an underrepresented demographic in technology?:Yes, but I prefer not to specify"
    -"KU: Do you consider yourself a member of an underrepresented demographic in technology?:Cultural beliefs"
    -"KV: Do you consider yourself a member of an underrepresented demographic in technology?:Disabled or person with disability (including physical, mental, and other)"
    -"KW: Do you consider yourself a member of an underrepresented demographic in technology?:Educational background"
    -"KX: Do you consider yourself a member of an underrepresented demographic in technology?:Language"
    -"KY: Do you consider yourself a member of an underrepresented demographic in technology?:Lesbian, gay, bisexual, queer or otherwise non-heterosexual"
    -"KZ: Do you consider yourself a member of an underrepresented demographic in technology?:Non-binary gender"
    -"LA: Do you consider yourself a member of an underrepresented demographic in technology?:Older or younger than the average developers I know"
    -"LB: Do you consider yourself a member of an underrepresented demographic in technology?:Political beliefs"
    -"LC: Do you consider yourself a member of an underrepresented demographic in technology?:Racial or ethnic minority"
    -"LD: Do you consider yourself a member of an underrepresented demographic in technology?:Religious beliefs"
    -"LE: Do you consider yourself a member of an underrepresented demographic in technology?:Trans"
    -"LF: Do you consider yourself a member of an underrepresented demographic in technology?:Woman or perceived as a woman"
    -"LG: Do you consider yourself a member of an underrepresented demographic in technology?:Other"
    -"LH: Do you feel your situation makes it difficult for you to participate in the Rust community?"
    -"LI: If you find it difficult to participate in the Rust community, and feel comfortable giving more details, please tell us what makes it difficult"
    -"LJ: What city / state / region / country do you live in?"
    -transform:join
    header:"What language(s) are you fluent in?"
    columns:
    -"LK: What language(s) are you fluent in?:Mandarin"
    -"LL: What language(s) are you fluent in?:Cantonese"
    -"LM: What language(s) are you fluent in?:English"
    -"LN: What language(s) are you fluent in?:Other"
    -transform:join
    header:"What resources do you use to keep up with the Rust ecosystem?"
    columns:
    -"LO: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):This Week in Rust (TWiR)"
    -"LP: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):readrust"
    -"LQ: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Reddit r/rust"
    -"LR: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):lobste.rs t/rust"
    -"LS: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Twitter"
    -"LT: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):internals.rust-lang.org"
    -"LU: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):users.rust-lang.org"
    -"LV: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):StackOverflow"
    -"LW: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Discord"
    -"LX: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Zulip"
    -"LY: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Private Chat Group"
    -"LZ: What resources do you use to keep up with the Rust ecosystem? (Select all that apply):Other"
    -"MA: Did you attend a Rust conference in the past year? If so, which ones?"
    -"MB: If you wanted to attend a Rust conference, but couldn't, why not?"
    -transform:join
    header:"If you are interested in attending a Rust conference, which of these regions would you travel to?"
    columns:
    -column:"MC: If there is a Rust conference in China, are you interested in attending?"
    format:"China - {}"
    -column:"MD: Are you interested in attending Rust conference overseas?"
    format:"Outside China - {}"
    -"ME: Please provide more precise details on where you would travel to for a Rust conference"
    -"MF: What do you feel are the biggest challenges or problems for the Rust project? What could we do to improve adoption?"
    -"MG: What new things related to the Rust project are you most excited about in 2021?"
    -"MH: Anything else you would like to tell us?"
    -"MI: Email Address"
    -transform:join
    header:"What are the reasons you would like to be contacted?"
    columns:
    -"MJ: What are the reasons you would like to be contacted?:I'm interested in attending Rust meetups or conferences"
    -"MK: What are the reasons you would like to be contacted?:I am interested in starting a Rust meetup or conference"
    -"ML: What are the reasons you would like to be contacted?:I'm interested in helping translate Rust-related documentation"
    -"MM: What are the reasons you would like to be contacted?:My company uses Rust, or would like to, and I would like to talk to the Core or Community team"
    -"MN: What are the reasons you would like to be contacted?:I am interested in Rust training"
    -"MO: What are the reasons you would like to be contacted?:I am interested in being contacted for more details on my survey answers."
    -transform:rename
    header:"If other, why would you like to be contacted?"
    column:"MP: What are the reasons you would like to be contacted?:Other"
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