Created
May 24, 2013 16:23
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Decided to take the Twitter search (http://byteonmyside.wordpress.com/2013/05/17/a-twitter-search-client-in-10-lines-of-code-with-f-and-the-json-type-provider/) and roughly calculate Twitter's attitude to a topic. Very rough approximation of attitude but it gave me a chance to try some more F# stuff. Some changes which I know I can make next: ty…
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open System.Linq | |
type T = FSharp.Data.JsonProvider<"http://search.twitter.com/search.json?q=%23fsharp&lang=en&rpp=1&page=1"> | |
let positives = [| "good"; "awesome"; "sweet"; "nice"; "cool" |] | |
let negatives = [| "crap"; "terrible"; "poor"; "bad"; "awful" |] | |
let tweets (tag:string) (since: System.DateTime) = | |
let enc = System.Net.WebUtility.UrlEncode : string -> string | |
let rec page n = | |
if n < 16 then | |
let data = T.Load(sprintf "http://search.twitter.com/search.json?q=%s&rpp=100&page=%d&since=%4d-%02d-%02d" (enc tag) n since.Year since.Month since.Day) | |
seq{ | |
yield! data.Results | |
if not (Seq.isEmpty data.Results) then yield! page (n+1) | |
} | |
else | |
Seq.empty | |
page 1 | |
let rec positiveString (str:string list) = | |
match str with | |
| [] -> false | |
| head::tail -> (if positives.Contains(head) then | |
true | |
else positiveString tail) | |
let (|PositiveTweet|_|) (tweet:string) = | |
let lowerString = tweet.ToLower().Split(' ') | |
|> Array.toList | |
let result = positiveString lowerString | |
match result with | |
| true -> Some () | |
| false -> None | |
let rec negativeString (str:string list) = | |
match str with | |
| [] -> false | |
| head :: tail -> (if negatives.Contains(head) then | |
true | |
else | |
negativeString tail) | |
let (|NegativeTweet|_|) (tweet:string) = | |
let lowerString = tweet.ToLower().Split(' ') | |
|> Array.toList | |
let result = negativeString lowerString | |
match result with | |
| true -> Some () | |
| false -> None | |
[<EntryPoint>] | |
let main argv = | |
let searchTerm = Array.get argv 0 | |
let posCount, negCount, indifferentCount = ref 0, ref 0, ref 0 | |
tweets searchTerm (System.DateTime.UtcNow - new System.TimeSpan(5,0,0,0)) | |
|> Seq.iter (fun t -> | |
match t.Text with | |
| PositiveTweet tweet -> posCount := !posCount + 1 | |
| NegativeTweet tweet -> negCount := !negCount + 1 | |
| _ -> indifferentCount := !indifferentCount + 1 ) | |
let basicPosPercentage:float = ((float !posCount) / ((float !posCount) + (float !negCount))) * 100.0 | |
printfn "Found %d positive tweets and %d negative tweets\n" !posCount !negCount | |
printfn "Twitter is %f%% positive about %s" basicPosPercentage searchTerm | |
System.Console.ReadLine() | |
|> ignore | |
0 |
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