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https://github.com/cmclark00/TetriStats.git
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Add scaling factor analysis tool for calculating game score conversions
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Corey
parent
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commit
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4 changed files with 388 additions and 0 deletions
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@ -32,6 +32,11 @@
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</intent-filter>
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</activity>
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<activity
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android:name=".ui.ScalingFactorTestActivity"
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android:exported="true"
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android:label="Scaling Factor Analysis"/>
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<provider
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android:name="androidx.core.content.FileProvider"
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android:authorities="${applicationId}.provider"
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@ -0,0 +1,83 @@
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package com.accidentalproductions.tetristats.ui
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import android.os.Bundle
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import android.widget.ArrayAdapter
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import androidx.appcompat.app.AppCompatActivity
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import com.accidentalproductions.tetristats.databinding.ActivityScalingFactorTestBinding
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import com.accidentalproductions.tetristats.util.GameScoreSample
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import com.accidentalproductions.tetristats.util.ScalingFactorAnalyzer
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class ScalingFactorTestActivity : AppCompatActivity() {
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private lateinit var binding: ActivityScalingFactorTestBinding
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private val analyzer = ScalingFactorAnalyzer()
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override fun onCreate(savedInstanceState: Bundle?) {
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super.onCreate(savedInstanceState)
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binding = ActivityScalingFactorTestBinding.inflate(layoutInflater)
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setContentView(binding.root)
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setupGameDropdown()
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setupSkillLevelDropdown()
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setupButtons()
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}
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private fun setupGameDropdown() {
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val games = listOf(
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"NES Tetris",
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"Game Boy Tetris",
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"Tetris DX",
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"Tetris DS",
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"Tetris Effect",
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"Rosy Retrospection DX",
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"Apotris",
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"Modretro Tetris",
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"Tetris Mobile"
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)
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val adapter = ArrayAdapter(this, android.R.layout.simple_dropdown_item_1line, games)
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binding.spinnerGame.setAdapter(adapter)
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}
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private fun setupSkillLevelDropdown() {
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val skillLevels = listOf("beginner", "intermediate", "advanced")
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val adapter = ArrayAdapter(this, android.R.layout.simple_dropdown_item_1line, skillLevels)
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binding.spinnerSkillLevel.setAdapter(adapter)
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}
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private fun setupButtons() {
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binding.buttonAddSample.setOnClickListener {
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val game = binding.spinnerGame.text.toString()
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val score = binding.editTextScore.text.toString().toIntOrNull()
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val level = binding.editTextLevel.text.toString().toIntOrNull()
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val skillLevel = binding.spinnerSkillLevel.text.toString()
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val notes = binding.editTextNotes.text.toString()
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if (score != null && level != null) {
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val sample = GameScoreSample(game, score, level, skillLevel, notes)
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analyzer.addSample(sample)
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clearInputs()
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updateSampleCount()
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}
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}
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binding.buttonAnalyze.setOnClickListener {
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analyzer.printAnalysisReport()
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binding.textViewReport.text = analyzer.generateScalingFactorCode()
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}
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binding.buttonClear.setOnClickListener {
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analyzer.clearSamples()
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updateSampleCount()
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binding.textViewReport.text = ""
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}
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}
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private fun updateSampleCount() {
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binding.textViewSampleCount.text = "Samples: ${analyzer.sampleCount}"
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}
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private fun clearInputs() {
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binding.editTextScore.text?.clear()
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binding.editTextLevel.text?.clear()
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binding.editTextNotes.text?.clear()
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}
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}
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package com.accidentalproductions.tetristats.util
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import com.accidentalproductions.tetristats.data.RangeScalingFactor
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data class GameScoreSample(
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val game: String,
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val score: Int,
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val level: Int,
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val skillLevel: String, // "beginner", "intermediate", "advanced"
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val notes: String // Any special conditions or mechanics used
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)
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class ScalingFactorAnalyzer {
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private val samples = mutableListOf<GameScoreSample>()
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private val baseGame = "NES Tetris"
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val sampleCount: Int
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get() = samples.size
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fun addSample(sample: GameScoreSample) {
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samples.add(sample)
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}
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fun addSamples(newSamples: List<GameScoreSample>) {
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samples.addAll(newSamples)
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}
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fun clearSamples() {
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samples.clear()
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}
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fun analyzeScoringCurves(): Map<String, RangeScalingFactor> {
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val groupedSamples = samples.groupBy { it.game }
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val conversionFactors = mutableMapOf<String, RangeScalingFactor>()
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groupedSamples.forEach { (game, scores) ->
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if (game != baseGame) {
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val lowScores = scores.filter { it.score < 100000 }
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val midScores = scores.filter { it.score in 100000..500000 }
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val highScores = scores.filter { it.score > 500000 }
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val lowFactor = calculateAverageFactor(lowScores, baseGame)
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val midFactor = calculateAverageFactor(midScores, baseGame)
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val highFactor = calculateAverageFactor(highScores, baseGame)
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conversionFactors[game] = RangeScalingFactor(lowFactor, midFactor, highFactor)
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}
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}
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return conversionFactors
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}
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private fun calculateAverageFactor(samples: List<GameScoreSample>, baseGame: String): Double {
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if (samples.isEmpty()) return 1.0
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val baseGameSamples = this.samples.filter { it.game == baseGame }
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if (baseGameSamples.isEmpty()) return 1.0
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// Find matching base game samples by skill level
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val factors = samples.map { sample ->
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val matchingBaseSamples = baseGameSamples.filter {
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it.skillLevel == sample.skillLevel &&
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it.level == sample.level
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}
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if (matchingBaseSamples.isNotEmpty()) {
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matchingBaseSamples.map { it.score.toDouble() / sample.score }
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} else {
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// If no exact match, find closest level
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val closestBaseSample = baseGameSamples.minByOrNull {
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kotlin.math.abs(it.level - sample.level)
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}
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if (closestBaseSample != null) {
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listOf(closestBaseSample.score.toDouble() / sample.score)
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} else {
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emptyList()
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}
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}
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}.flatten()
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return if (factors.isNotEmpty()) {
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factors.average()
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} else {
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1.0
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}
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}
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fun generateScalingFactorCode(): String {
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val factors = analyzeScoringCurves()
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val code = StringBuilder()
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code.appendLine("val FACTORS = mapOf(")
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// Add base game entries
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val games = samples.map { it.game }.distinct()
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games.forEach { game ->
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code.appendLine(" \"$game\" to mapOf(")
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games.filter { it != game }.forEach { otherGame ->
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val factor = factors[otherGame] ?: RangeScalingFactor(1.0, 1.0, 1.0)
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code.appendLine(" \"$otherGame\" to RangeScalingFactor(${factor.low}, ${factor.mid}, ${factor.high}),")
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}
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code.appendLine(" ),")
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}
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code.appendLine(")")
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return code.toString()
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}
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fun validateConversion(fromGame: String, toGame: String, score: Int): Double {
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val factor = analyzeScoringCurves()[toGame] ?: return 1.0
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return when {
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score < 100000 -> factor.low
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score < 500000 -> factor.mid
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else -> factor.high
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}
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}
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fun printAnalysisReport() {
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println("=== Scaling Factor Analysis Report ===")
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println("Base Game: $baseGame")
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println("Total Samples: ${samples.size}")
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println("\nSamples per Game:")
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samples.groupBy { it.game }.forEach { (game, samples) ->
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println("$game: ${samples.size} samples")
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println(" Skill Levels: ${samples.map { it.skillLevel }.distinct()}")
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println(" Level Range: ${samples.minOf { it.level }} - ${samples.maxOf { it.level }}")
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println(" Score Range: ${samples.minOf { it.score }} - ${samples.maxOf { it.score }}")
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}
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println("\nCalculated Scaling Factors:")
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analyzeScoringCurves().forEach { (game, factor) ->
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println("$game:")
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println(" Low (<100k): ${factor.low}")
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println(" Mid (100k-500k): ${factor.mid}")
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println(" High (>500k): ${factor.high}")
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}
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}
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}
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160
app/src/main/res/layout/activity_scaling_factor_test.xml
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160
app/src/main/res/layout/activity_scaling_factor_test.xml
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<?xml version="1.0" encoding="utf-8"?>
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<ScrollView xmlns:android="http://schemas.android.com/apk/res/android"
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xmlns:app="http://schemas.android.com/apk/res-auto"
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android:layout_width="match_parent"
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android:layout_height="match_parent">
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<LinearLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:orientation="vertical"
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android:padding="16dp">
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<TextView
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android:layout_width="wrap_content"
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android:layout_height="wrap_content"
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android:text="Scaling Factor Analysis Tool"
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android:textSize="24sp"
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android:textStyle="bold"
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android:layout_marginBottom="16dp"/>
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<TextView
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android:id="@+id/textViewSampleCount"
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android:layout_width="wrap_content"
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android:layout_height="wrap_content"
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android:text="Samples: 0"
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android:layout_marginBottom="16dp"/>
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<com.google.android.material.textfield.TextInputLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:hint="Game"
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style="@style/Widget.MaterialComponents.TextInputLayout.OutlinedBox.ExposedDropdownMenu"
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android:layout_marginBottom="8dp">
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<AutoCompleteTextView
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android:id="@+id/spinnerGame"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:inputType="none"/>
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</com.google.android.material.textfield.TextInputLayout>
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<com.google.android.material.textfield.TextInputLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:hint="Skill Level"
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style="@style/Widget.MaterialComponents.TextInputLayout.OutlinedBox.ExposedDropdownMenu"
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android:layout_marginBottom="8dp">
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<AutoCompleteTextView
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android:id="@+id/spinnerSkillLevel"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:inputType="none"/>
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</com.google.android.material.textfield.TextInputLayout>
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<com.google.android.material.textfield.TextInputLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:hint="Score"
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style="@style/Widget.MaterialComponents.TextInputLayout.OutlinedBox"
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android:layout_marginBottom="8dp">
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<com.google.android.material.textfield.TextInputEditText
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android:id="@+id/editTextScore"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:inputType="number"/>
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</com.google.android.material.textfield.TextInputLayout>
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<com.google.android.material.textfield.TextInputLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:hint="Level"
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style="@style/Widget.MaterialComponents.TextInputLayout.OutlinedBox"
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android:layout_marginBottom="8dp">
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<com.google.android.material.textfield.TextInputEditText
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android:id="@+id/editTextLevel"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:inputType="number"/>
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</com.google.android.material.textfield.TextInputLayout>
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<com.google.android.material.textfield.TextInputLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:hint="Notes (optional)"
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style="@style/Widget.MaterialComponents.TextInputLayout.OutlinedBox"
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android:layout_marginBottom="16dp">
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<com.google.android.material.textfield.TextInputEditText
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android:id="@+id/editTextNotes"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:inputType="textMultiLine"
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android:minLines="2"/>
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</com.google.android.material.textfield.TextInputLayout>
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<LinearLayout
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:orientation="horizontal"
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android:layout_marginBottom="16dp">
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<com.google.android.material.button.MaterialButton
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android:id="@+id/buttonAddSample"
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android:layout_width="0dp"
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android:layout_height="wrap_content"
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android:layout_weight="1"
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android:text="Add Sample"
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android:layout_marginEnd="8dp"/>
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<com.google.android.material.button.MaterialButton
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android:id="@+id/buttonClear"
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android:layout_width="0dp"
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android:layout_height="wrap_content"
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android:layout_weight="1"
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android:text="Clear All"
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android:layout_marginStart="8dp"/>
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</LinearLayout>
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<com.google.android.material.button.MaterialButton
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android:id="@+id/buttonAnalyze"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:text="Analyze"
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android:layout_marginBottom="16dp"/>
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<TextView
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android:layout_width="wrap_content"
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android:layout_height="wrap_content"
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android:text="Analysis Report"
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android:textSize="18sp"
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android:textStyle="bold"
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android:layout_marginBottom="8dp"/>
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<ScrollView
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:background="@android:color/darker_gray"
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android:padding="8dp">
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<TextView
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android:id="@+id/textViewReport"
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android:layout_width="match_parent"
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android:layout_height="wrap_content"
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android:textColor="@android:color/white"
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android:fontFamily="monospace"/>
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</ScrollView>
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</LinearLayout>
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</ScrollView>
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