public GenderResult TwitterGender(string inName_)
{
string userTweets = _twitterAdapter.UserTweetsText(inName_);
string[] profileInfo = _twitterAdapter.UserProfileInfoSimple(inName_);
string tweetsGenderRes = JSONNetSerializer.JValResult(_datumBoxAPI.GenderDetection(userTweets)).output.result.Value;
KeyValuePair<string, double> resFromName = _genderizeAPI.GetGender(profileInfo[TwitterAdapter.IDX_NAM]);
ResultProbabilityPair fromText = new ResultProbabilityPair()
{
Description = "Gender Determined based off of user Tweets",
Result = GetResultFromString(tweetsGenderRes),
Probability = 1
};
ResultProbabilityPair fromName = new ResultProbabilityPair()
{
Description = "Gender Determined based off of user's name: " + profileInfo[TwitterAdapter.IDX_NAM],
Result = GetResultFromString(resFromName.Key),
Probability = resFromName.Value
};
GenderResult rtnResult = new GenderResult()
{
UserName = inName_,
Factors = new ResultProbabilityPair[] { fromText, fromName },
FinalResult = FinalResult(fromText, fromName)
};
return rtnResult;
}
public Gender FinalResult(ResultProbabilityPair fromText_, ResultProbabilityPair fromName_)
{
double fromTextFactor = 75;
double fromNameFactor = 25;
double genderTotal = 0;
if (fromText_.Result == Gender.Male)
genderTotal += fromTextFactor * fromText_.Probability ?? 0;
if (fromText_.Result == Gender.Female)
genderTotal -= fromTextFactor * fromText_.Probability ?? 0;
if (fromName_.Result == Gender.Male)
genderTotal += fromNameFactor * fromName_.Probability ?? 0;
if (fromName_.Result == Gender.Female)
genderTotal -= fromNameFactor * fromName_.Probability ?? 0;
if (genderTotal > 0)
return Gender.Male;
else if (genderTotal < 0)
return Gender.Female;
else
return Gender.Null;
}
