internal static string GetXmlEduName(OccidentalEdu edu)
{
var eduName = "High School";
if ((short)edu < (short)(OccidentalEdu.HighSchool | OccidentalEdu.Some))
{
eduName = "DropOut";
}
if ((short)edu > (short)(OccidentalEdu.HighSchool | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Assoc | OccidentalEdu.Grad))
{
eduName = "Some College, No Degree";
}
if ((short)edu >= (short)(OccidentalEdu.Assoc | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Bachelor | OccidentalEdu.Grad))
{
eduName = "Associate";
}
if ((short)edu >= (short)(OccidentalEdu.Bachelor | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Master | OccidentalEdu.Grad))
{
eduName = "Bachelor";
}
if ((short)edu >= (short)(OccidentalEdu.Master | OccidentalEdu.Grad))
{
eduName = "PostGrad";
}
return(eduName);
}
/// <summary>
/// Produces the probability of childlessness
/// </summary>
/// <param name="dob"></param>
/// <param name="educationLevel">
/// https://en.wikipedia.org/wiki/Childfree#Education
/// </param>
/// <returns></returns>
/// <remarks>
/// Data regarded women-only and did not incorporate <see cref="NorthAmericanRace"/>
/// </remarks>
public static double SolveForProbabilityChildless(DateTime?dob,
OccidentalEdu educationLevel = OccidentalEdu.HighSchool | OccidentalEdu.Grad)
{
dob = dob ?? Etx.RandomAdultBirthDate();
var eduAdditive = 0.0;
if (educationLevel == (OccidentalEdu.Bachelor | OccidentalEdu.Grad))
{
eduAdditive = 0.09;
}
if (educationLevel == (OccidentalEdu.Bachelor | OccidentalEdu.Some))
{
eduAdditive = 0.04;
}
if (educationLevel == (OccidentalEdu.HighSchool | OccidentalEdu.Grad))
{
eduAdditive = 0.02;
}
var probChildless = Math.Round(AmericanEquations.FemaleYob2ProbChildless.SolveForY(dob.Value.Year), 2);
probChildless += eduAdditive;
return(probChildless);
}
/// <summary>
/// Difference of national avg to race average added to state average.
/// </summary>
/// <param name="state"></param>
/// <param name="race"></param>
/// <param name="edu"></param>
/// <returns></returns>
public static double SolvePercentGradByStateAndRace(string state, NorthAmericanRace?race,
OccidentalEdu edu = OccidentalEdu.HighSchool | OccidentalEdu.Grad)
{
AmericanRacePercents p;
p = edu >= OccidentalEdu.Bachelor ? AmericanUniversity.NatlGradRate() : AmericanHighSchool.NatlGradRate();
var stateAvg = p.National;
var natlAvg = p.National;
var stateData = UsStateData.GetStateData(state);
if (stateData?.PercentOfGrads != null && stateData.PercentOfGrads.Count > 0)
{
var f = stateData.PercentOfGrads.FirstOrDefault(x => x.Item1 == edu);
if (f != null)
{
stateAvg = Math.Round(f.Item2, 1);
}
}
var raceNatlAvg = new Dictionary <NorthAmericanRace, double>
{
{ NorthAmericanRace.AmericanIndian, p.AmericanIndian - natlAvg },
{ NorthAmericanRace.Asian, p.Asian - natlAvg },
{ NorthAmericanRace.Hispanic, p.Hispanic - natlAvg },
{ NorthAmericanRace.Black, p.Black - natlAvg },
{ NorthAmericanRace.White, p.White - natlAvg },
{ NorthAmericanRace.Pacific, p.Pacific - natlAvg },
{ NorthAmericanRace.Mixed, p.Mixed - natlAvg }
};
if (race == null || !raceNatlAvg.ContainsKey(race.Value))
{
return(Math.Round(stateAvg, 1));
}
return(Math.Round(stateAvg + raceNatlAvg[race.Value], 1));
}
/// <summary>
/// Get an ordered list of employment for the last three years at random
/// </summary>
/// <param name="options"></param>
/// <param name="personality"></param>
/// <param name="eduLevel"></param>
/// <param name="emplyRanges">
/// Optional, allows calling assembly to set this directly, defaults to <see cref="GetEmploymentRanges"/>
/// </param>
/// <returns></returns>
protected internal virtual List <ILaboris> GetRandomEmployment(AmericanDomusOpesOptions options, IPersonality personality = null,
OccidentalEdu eduLevel = OccidentalEdu.None, List <Tuple <DateTime, DateTime?> > emplyRanges = null)
{
options = options ?? AmericanDomusOpesOptions.RandomOpesOptions();
var empls = new HashSet <ILaboris>();
emplyRanges = emplyRanges ?? GetEmploymentRanges(options, personality);
//limit result to those which match the edu level
Predicate <SocDetailedOccupation> filter = null;
if (eduLevel < (OccidentalEdu.Bachelor | OccidentalEdu.Grad))
{
filter = s => !StandardOccupationalClassification.IsDegreeRequired(s);
}
var occ = StandardOccupationalClassification.RandomOccupation(filter);
foreach (var range in emplyRanges)
{
var emply = new AmericanEmployment()
{
Occupation = occ
};
var cloneOptions = options.GetClone();
cloneOptions.Inception = range.Item1;
cloneOptions.Terminus = range.Item2;
emply.RandomizeAllItems(options);
empls.Add(emply);
}
var e = empls.ToList();
e.Sort(Comparer);
return(e);
}
/// <summary>
/// Helper method to assign the <see cref="EduLevel"/> and <see cref="EduFlag"/>
/// by this instances current fields.
/// </summary>
protected internal void AssignEduFlagAndLevel()
{
//determine predicates
var hasHs = HighSchool?.Item1 != null;
var isHsGrad = HighSchool?.Item2 != null;
var hasUndergradCollege = Universities.Any(x => x.School != null);
var isCollegeGrad = Universities.Any(x => x.Graduation != null);
var isCollegePostgrad = Universities.Count(x => x.Graduation != null) > 1;
var isDocGrad = false;
//determine number of years in post-grad
if (isCollegePostgrad)
{
var firstGradDate = Universities.First(x => x.Graduation != null).Graduation.Value;
var lastGradDate = Universities.Last(x => x.Graduation != null).Graduation.Value;
var numYearsPostGrad =
Math.Abs((firstGradDate - lastGradDate).TotalDays) / Constants.DBL_TROPICAL_YEAR;
//consider doctorate as right-side second sigma of postgrad years
isDocGrad = numYearsPostGrad >
AmericanUniversity.YearsInPostgradCollege.Mean +
AmericanUniversity.YearsInPostgradCollege.StdDev;
}
//assign flag and name based on the above
if (new[] { hasHs, isHsGrad, hasUndergradCollege, isCollegeGrad }.All(x => x == false))
{
_eduLevel = "No Education";
_eduFlag = OccidentalEdu.None;
return;
}
if (isCollegePostgrad)
{
_eduLevel = isDocGrad ? "Doctorate" : "Masters Grad";
_eduFlag = isDocGrad
? OccidentalEdu.Doctorate | OccidentalEdu.Grad
: OccidentalEdu.Master | OccidentalEdu.Grad;
return;
}
if (hasUndergradCollege && isCollegeGrad)
{
_eduLevel = "College Grad";
_eduFlag = OccidentalEdu.Bachelor | OccidentalEdu.Grad;
return;
}
if (hasUndergradCollege)
{
_eduLevel = "Some College";
_eduFlag = OccidentalEdu.Bachelor | OccidentalEdu.Some;
return;
}
if (hasHs && isHsGrad)
{
_eduLevel = "High School Grad";
_eduFlag = OccidentalEdu.HighSchool | OccidentalEdu.Grad;
}
else
{
_eduLevel = "Some High School";
_eduFlag = OccidentalEdu.HighSchool | OccidentalEdu.Some;
}
}
internal static string GetXmlEduName(OccidentalEdu edu)
{
var eduName = "High School";
if ((short)edu < (short)(OccidentalEdu.HighSchool | OccidentalEdu.Some))
eduName = "DropOut";
if ((short)edu > (short)(OccidentalEdu.HighSchool | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Assoc | OccidentalEdu.Grad))
eduName = "Some College, No Degree";
if ((short)edu >= (short)(OccidentalEdu.Assoc | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Bachelor | OccidentalEdu.Grad))
eduName = "Associate";
if ((short)edu >= (short)(OccidentalEdu.Bachelor | OccidentalEdu.Grad) &&
(short)edu < (short)(OccidentalEdu.Post | OccidentalEdu.Grad))
eduName = "Bachelor";
if ((short)edu >= (short)(OccidentalEdu.Post | OccidentalEdu.Grad))
eduName = "PostGrad";
return eduName;
}
/// <summary>
/// Gets the sum of the factors based on the criteria.
/// </summary>
/// <param name="tbl"></param>
/// <param name="edu"></param>
/// <param name="race"></param>
/// <param name="region"></param>
/// <param name="age"></param>
/// <param name="gender"></param>
/// <param name="maritialStatus"></param>
/// <returns></returns>
internal static double GetFactor(FactorTables tbl, OccidentalEdu edu, NorthAmericanRace race,
AmericanRegion region, int age, Gender gender, MaritialStatus maritialStatus)
{
var xmlDoc = tbl == FactorTables.CreditCardDebt || tbl == FactorTables.HomeDebt ||
tbl == FactorTables.VehicleDebt
? TreeData.UsPersonalDebt
: TreeData.UsPersonalWealth;
var tblName = Enum.GetName(typeof(FactorTables), tbl);
var eduName = GetXmlEduName(edu);
var raceName = Enum.GetName(typeof(NorthAmericanRace), race);
var regionName = Enum.GetName(typeof(AmericanRegion), region);
var genderName = Enum.GetName(typeof(Gender), gender);
var tblXPath = $"//table[@name='{tblName}']";
var sum = 0.0D;
var hash = new Dictionary<string, string>
{
{"Edu", eduName},
{"Race", raceName},
{"Region", regionName},
};
foreach (var factor in hash.Keys)
{
var xmlElem = xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='{factor}']/add[@name='{hash[factor]}']") as XmlElement;
var factorVal = xmlElem?.Attributes["value"]?.Value;
if (string.IsNullOrWhiteSpace(factorVal))
continue;
double dblOut;
if (double.TryParse(factorVal, out dblOut))
sum += dblOut;
}
var ageNode = maritialStatus == MaritialStatus.Remarried || maritialStatus == MaritialStatus.Remarried
? xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='Age']/factor[@name='Married']")
: xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='Age']/factor[@name='{genderName}']");
if (ageNode == null)
return sum;
foreach (var anode in ageNode.ChildNodes)
{
var ageElem = anode as XmlElement;
if (ageElem == null)
continue;
var minAge = ageElem.Attributes["min"]?.Value;
var maxAge = ageElem.Attributes["max"]?.Value;
if (string.IsNullOrWhiteSpace(minAge) || string.IsNullOrWhiteSpace(maxAge))
continue;
int min, max;
if (!int.TryParse(minAge, out min) || !int.TryParse(maxAge, out max))
continue;
var isInRange = age >= min && age <= max;
if (!isInRange || string.IsNullOrWhiteSpace(ageElem.Attributes["value"]?.Value))
continue;
var factorVal = ageElem.Attributes["value"].Value;
double dblOut;
if (double.TryParse(factorVal, out dblOut))
sum += dblOut;
}
return sum;
}
/// <summary>
/// Gets the mean of the factors based on the criteria.
/// </summary>
/// <param name="tbl"></param>
/// <param name="edu"></param>
/// <param name="race"></param>
/// <param name="region"></param>
/// <param name="age"></param>
/// <param name="gender"></param>
/// <param name="maritalStatus"></param>
/// <returns>
/// A scalar factor above or below the national average(s) based on the given criteria
/// </returns>
/// <remarks>
/// src https://www2.census.gov/programs-surveys/demo/tables/wealth/2013/wealth-asset-ownership/wealth-tables-2013.xlsx
/// https://www2.census.gov/programs-surveys/demo/tables/wealth/2011/wealth-asset-ownership/debt-tables-2011.xlsx
/// </remarks>
public static double GetFactor(AmericanFactorTables tbl, OccidentalEdu edu, NorthAmericanRace race,
AmericanRegion region, int age, Gender gender, MaritalStatus maritalStatus)
{
DebtXml = DebtXml ?? XmlDocXrefIdentifier.GetEmbeddedXmlDoc(US_PERSONAL_DEBT,
Assembly.GetExecutingAssembly());
WealthXml = WealthXml ??
XmlDocXrefIdentifier.GetEmbeddedXmlDoc(US_PERSONAL_WEALTH, Assembly.GetExecutingAssembly());
var xmlDoc = tbl == AmericanFactorTables.CreditCardDebt || tbl == AmericanFactorTables.HomeDebt ||
tbl == AmericanFactorTables.VehicleDebt
? DebtXml
: WealthXml;
var tblName = Enum.GetName(typeof(AmericanFactorTables), tbl);
var eduName = GetXmlEduName(edu);
var raceName = Enum.GetName(typeof(NorthAmericanRace), race);
var regionName = Enum.GetName(typeof(AmericanRegion), region);
var genderName = Enum.GetName(typeof(Gender), gender);
var tblXPath = $"//table[@name='{tblName}']";
var factorCount = 0D;
var sum = 0.0D;
var hash = new Dictionary <string, string>
{
{ "Edu", eduName },
{ "Race", raceName },
{ "Region", regionName },
};
foreach (var factor in hash.Keys)
{
var xmlElem =
xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='{factor}']/add[@name='{hash[factor]}']") as
XmlElement;
var factorVal = xmlElem?.Attributes["value"]?.Value;
if (string.IsNullOrWhiteSpace(factorVal))
{
continue;
}
if (double.TryParse(factorVal, out var dblOut))
{
sum += dblOut;
factorCount += 1;
}
}
var ageNode = maritalStatus == MaritalStatus.Married || maritalStatus == MaritalStatus.Remarried
? xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='Age']/factor[@name='Married']")
: xmlDoc.SelectSingleNode($"{tblXPath}/factor[@name='Age']/factor[@name='{genderName}']");
factorCount = factorCount <= 0 ? 1 : factorCount;
if (ageNode == null)
{
return(Math.Round(sum / factorCount, 5));
}
foreach (var anode in ageNode.ChildNodes)
{
var ageElem = anode as XmlElement;
if (ageElem == null)
{
continue;
}
var minAge = ageElem.Attributes["min"]?.Value;
var maxAge = ageElem.Attributes["max"]?.Value;
if (string.IsNullOrWhiteSpace(minAge) || string.IsNullOrWhiteSpace(maxAge))
{
continue;
}
if (!int.TryParse(minAge, out var min) || !int.TryParse(maxAge, out var max))
{
continue;
}
var isInRange = age >= min && age <= max;
if (!isInRange || string.IsNullOrWhiteSpace(ageElem.Attributes["value"]?.Value))
{
continue;
}
var factorVal = ageElem.Attributes["value"].Value;
if (double.TryParse(factorVal, out var dblOut))
{
sum += dblOut;
factorCount += 1;
}
}
return(Math.Round(sum / factorCount, 5));
}
/// <summary>
/// Difference of national avg to race average added to state average.
/// </summary>
/// <param name="state"></param>
/// <param name="race"></param>
/// <param name="edu"></param>
/// <returns></returns>
public static double SolvePercentGradByStateAndRace(UsState state, NorthAmericanRace? race,
OccidentalEdu edu = OccidentalEdu.HighSchool | OccidentalEdu.Grad)
{
AmericanRacePercents p;
p = edu >= OccidentalEdu.Bachelor ? AmericanUniversity.NatlGradRate() : AmericanHighSchool.NatlGradRate();
var stateAvg = p.National;
var natlAvg = p.National;
if (state?.GetStateData() != null)
{
var stateData = state.GetStateData();
if (stateData.PercentOfGrads != null && stateData.PercentOfGrads.Count > 0)
{
var f = stateData.PercentOfGrads.FirstOrDefault(x => x.Item1 == edu);
if (f != null)
{
stateAvg = Math.Round(f.Item2, 1);
}
}
}
var raceNatlAvg = new Dictionary<NorthAmericanRace, double>
{
{NorthAmericanRace.AmericanIndian, p.AmericanIndian - natlAvg},
{NorthAmericanRace.Asian, p.Asian - natlAvg},
{NorthAmericanRace.Hispanic, p.Hispanic - natlAvg},
{NorthAmericanRace.Black, p.Black - natlAvg},
{NorthAmericanRace.White, p.White - natlAvg},
{NorthAmericanRace.Pacific, p.Pacific - natlAvg},
{NorthAmericanRace.Mixed, p.Mixed - natlAvg}
};
if (race == null || !raceNatlAvg.ContainsKey(race.Value))
return Math.Round(stateAvg, 1);
return Math.Round(stateAvg + raceNatlAvg[race.Value], 1);
}
/// <summary>
/// Produces the probability of childlessness
/// </summary>
/// <param name="dob"></param>
/// <param name="educationLevel">
/// https://en.wikipedia.org/wiki/Childfree#Education
/// </param>
/// <returns></returns>
/// <remarks>
/// Data regarded women-only and did not incorporate <see cref="NorthAmericanRace"/>
/// </remarks>
public static double SolveForProbabilityChildless(DateTime dob, OccidentalEdu educationLevel)
{
var eduAdditive = 0.0;
if (educationLevel == (OccidentalEdu.Bachelor | OccidentalEdu.Grad))
eduAdditive = 0.09;
if (educationLevel == (OccidentalEdu.Bachelor | OccidentalEdu.Some))
eduAdditive = 0.04;
if (educationLevel == (OccidentalEdu.HighSchool | OccidentalEdu.Grad))
eduAdditive = 0.02;
var probChildless = Math.Round(Equations.FemaleYob2ProbChildless.SolveForY(dob.Year), 2);
probChildless += eduAdditive;
return probChildless;
}
