Top Trump

Top Trump petition signatures by constituency & their 2015 election results using F# Data's CSV & JSON providers

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open FSharp.Data

let [<Literal>] electionSummary =
    "http://researchbriefings.files.parliament.uk/documents/CBP-7186/hocl-ge2015-results-summary.csv"

type Election = CsvProvider<electionSummary>

let election = Election.GetSample()
let party = dict [for row in election.Rows -> row.Ons_id, row.First_party]

type Petition = JsonProvider<"https://petition.parliament.uk/petitions/114003.json">

let petition = Petition.GetSample().Data
[for row in petition.Attributes.SignaturesByConstituency ->
    row.Name, party.[row.OnsCode], row.SignatureCount]
|> List.sortByDescending (fun (_,_,c) -> c)
|> List.take 20

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namespace FSharp

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namespace Microsoft.FSharp

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namespace FSharp.Data

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namespace Microsoft.FSharp.Data

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type LiteralAttribute =
inherit Attribute
new : unit -> LiteralAttribute

Full name: Microsoft.FSharp.Core.LiteralAttribute

--------------------
new : unit -> LiteralAttribute

val electionSummary : string

Full name: Script.electionSummary

type Election = CsvProvider<...>

Full name: Script.Election

type CsvProvider

Full name: FSharp.Data.CsvProvider

<summary>Typed representation of a CSV file.</summary>
       <param name='Sample'>Location of a CSV sample file or a string containing a sample CSV document.</param>
       <param name='Separators'>Column delimiter(s). Defaults to `,`.</param>
       <param name='InferRows'>Number of rows to use for inference. Defaults to `1000`. If this is zero, all rows are used.</param>
       <param name='Schema'>Optional column types, in a comma separated list. Valid types are `int`, `int64`, `bool`, `float`, `decimal`, `date`, `guid`, `string`, `int?`, `int64?`, `bool?`, `float?`, `decimal?`, `date?`, `guid?`, `int option`, `int64 option`, `bool option`, `float option`, `decimal option`, `date option`, `guid option` and `string option`.
       You can also specify a unit and the name of the column like this: `Name (type<unit>)`, or you can override only the name. If you don't want to specify all the columns, you can reference the columns by name like this: `ColumnName=type`.</param>
       <param name='HasHeaders'>Whether the sample contains the names of the columns as its first line.</param>
       <param name='IgnoreErrors'>Whether to ignore rows that have the wrong number of columns or which can't be parsed using the inferred or specified schema. Otherwise an exception is thrown when these rows are encountered.</param>
       <param name='SkipRows'>SKips the first n rows of the CSV file.</param>
       <param name='AssumeMissingValues'>When set to true, the type provider will assume all columns can have missing values, even if in the provided sample all values are present. Defaults to false.</param>
       <param name='PreferOptionals'>When set to true, inference will prefer to use the option type instead of nullable types, `double.NaN` or `""` for missing values. Defaults to false.</param>
       <param name='Quote'>The quotation mark (for surrounding values containing the delimiter). Defaults to `"`.</param>
       <param name='MissingValues'>The set of strings recogized as missing values. Defaults to `NaN,NA,N/A,#N/A,:,-,TBA,TBD`.</param>
       <param name='CacheRows'>Whether the rows should be caches so they can be iterated multiple times. Defaults to true. Disable for large datasets.</param>
       <param name='Culture'>The culture used for parsing numbers and dates. Defaults to the invariant culture.</param>
       <param name='Encoding'>The encoding used to read the sample. You can specify either the character set name or the codepage number. Defaults to UTF8 for files, and to ISO-8859-1 the for HTTP requests, unless `charset` is specified in the `Content-Type` response header.</param>
       <param name='ResolutionFolder'>A directory that is used when resolving relative file references (at design time and in hosted execution).</param>
       <param name='EmbeddedResource'>When specified, the type provider first attempts to load the sample from the specified resource
          (e.g. 'MyCompany.MyAssembly, resource_name.csv'). This is useful when exposing types generated by the type provider.</param>

val election : CsvProvider<...>

Full name: Script.election

CsvProvider<...>.GetSample() : CsvProvider<...>

val party : System.Collections.Generic.IDictionary<string,string>

Full name: Script.party

val dict : keyValuePairs:seq<'Key * 'Value> -> System.Collections.Generic.IDictionary<'Key,'Value> (requires equality)

Full name: Microsoft.FSharp.Core.ExtraTopLevelOperators.dict

val row : CsvProvider<...>.Row

property Runtime.CsvFile.Rows: seq<CsvProvider<...>.Row>

property CsvProvider<...>.Row.Ons_id: string

property CsvProvider<...>.Row.First_party: string

type Petition = JsonProvider<...>

Full name: Script.Petition

type JsonProvider

Full name: FSharp.Data.JsonProvider

<summary>Typed representation of a JSON document.</summary>
       <param name='Sample'>Location of a JSON sample file or a string containing a sample JSON document.</param>
       <param name='SampleIsList'>If true, sample should be a list of individual samples for the inference.</param>
       <param name='RootName'>The name to be used to the root type. Defaults to `Root`.</param>
       <param name='Culture'>The culture used for parsing numbers and dates. Defaults to the invariant culture.</param>
       <param name='Encoding'>The encoding used to read the sample. You can specify either the character set name or the codepage number. Defaults to UTF8 for files, and to ISO-8859-1 the for HTTP requests, unless `charset` is specified in the `Content-Type` response header.</param>
       <param name='ResolutionFolder'>A directory that is used when resolving relative file references (at design time and in hosted execution).</param>
       <param name='EmbeddedResource'>When specified, the type provider first attempts to load the sample from the specified resource
          (e.g. 'MyCompany.MyAssembly, resource_name.json'). This is useful when exposing types generated by the type provider.</param>
       <param name='InferTypesFromValues'>If true, turns on additional type inference from values.
          (e.g. type inference infers string values such as "123" as ints and values constrained to 0 and 1 as booleans.)</param>

val petition : JsonProvider<...>.Data

Full name: Script.petition

JsonProvider<...>.GetSample() : JsonProvider<...>.Root

namespace Microsoft.FSharp.Data

val row : JsonProvider<...>.SignaturesByConstituency

property JsonProvider<...>.Data.Attributes: JsonProvider<...>.Attributes

property JsonProvider<...>.Attributes.SignaturesByConstituency: JsonProvider<...>.SignaturesByConstituency []

property JsonProvider<...>.SignaturesByConstituency.Name: string

property JsonProvider<...>.SignaturesByConstituency.OnsCode: string

property JsonProvider<...>.SignaturesByConstituency.SignatureCount: int

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module List

from Microsoft.FSharp.Collections

--------------------
type List<'T> =
  | ( [] )
  | ( :: ) of Head: 'T * Tail: 'T list
  interface IEnumerable
  interface IEnumerable<'T>
  member Head : 'T
  member IsEmpty : bool
  member Item : index:int -> 'T with get
  member Length : int
  member Tail : 'T list
  static member Cons : head:'T * tail:'T list -> 'T list
  static member Empty : 'T list

Full name: Microsoft.FSharp.Collections.List<_>

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More information

Link:	http://fssnip.net/tv
Posted:	8 years ago
Author:	Phillip Trelford
Tags:	trump