├── app
    ├── .gitignore
    ├── src
    │   ├── main
    │   │   ├── res
    │   │   │   ├── values
    │   │   │   │   ├── strings.xml
    │   │   │   │   ├── colors.xml
    │   │   │   │   └── styles.xml
    │   │   │   ├── mipmap-hdpi
    │   │   │   │   ├── ic_launcher.png
    │   │   │   │   └── ic_launcher_round.png
    │   │   │   ├── mipmap-mdpi
    │   │   │   │   ├── ic_launcher.png
    │   │   │   │   └── ic_launcher_round.png
    │   │   │   ├── mipmap-xhdpi
    │   │   │   │   ├── ic_launcher.png
    │   │   │   │   └── ic_launcher_round.png
    │   │   │   ├── mipmap-xxhdpi
    │   │   │   │   ├── ic_launcher.png
    │   │   │   │   └── ic_launcher_round.png
    │   │   │   ├── mipmap-xxxhdpi
    │   │   │   │   ├── ic_launcher.png
    │   │   │   │   └── ic_launcher_round.png
    │   │   │   ├── mipmap-anydpi-v26
    │   │   │   │   ├── ic_launcher.xml
    │   │   │   │   └── ic_launcher_round.xml
    │   │   │   ├── layout
    │   │   │   │   └── activity_main.xml
    │   │   │   ├── drawable-v24
    │   │   │   │   └── ic_launcher_foreground.xml
    │   │   │   └── drawable
    │   │   │   │   └── ic_launcher_background.xml
    │   │   ├── assets
    │   │   │   └── converted_model.tflite
    │   │   ├── AndroidManifest.xml
    │   │   └── java
    │   │   │   └── com
    │   │   │       └── tfexample
    │   │   │           └── bostondataset
    │   │   │               └── MainActivity.kt
    │   ├── test
    │   │   └── java
    │   │   │   └── com
    │   │   │       └── tfexample
    │   │   │           └── bostondataset
    │   │   │               └── ExampleUnitTest.kt
    │   └── androidTest
    │   │   └── java
    │   │       └── com
    │   │           └── tfexample
    │   │               └── bostondataset
    │   │                   └── ExampleInstrumentedTest.kt
    ├── proguard-rules.pro
    └── build.gradle
├── settings.gradle
├── README.md
├── gradle
    └── wrapper
    │   ├── gradle-wrapper.jar
    │   └── gradle-wrapper.properties
├── .gitignore
├── gradle.properties
├── gradlew.bat
├── titanicdataset
    ├── convertkeras.py
    ├── TitanicModel.py
    └── titanic_dataset.csv
└── gradlew


/app/.gitignore:
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1 | /build
2 | 


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/settings.gradle:
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1 | include ':app'
2 | 


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/README.md:
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1 | # TitanicTfLite
2 | A tensorflow lite model for titanic dataset predicting probability of being saved !
3 | 


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/app/src/main/res/values/strings.xml:
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1 | <resources>
2 |   <string name="app_name">BostonDataset</string>
3 | </resources>
4 | 


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/gradle/wrapper/gradle-wrapper.jar:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/gradle/wrapper/gradle-wrapper.jar


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/app/src/main/assets/converted_model.tflite:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/assets/converted_model.tflite


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/app/src/main/res/mipmap-hdpi/ic_launcher.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-hdpi/ic_launcher.png


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/app/src/main/res/mipmap-mdpi/ic_launcher.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-mdpi/ic_launcher.png


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/app/src/main/res/mipmap-xhdpi/ic_launcher.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xhdpi/ic_launcher.png


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/app/src/main/res/mipmap-xxhdpi/ic_launcher.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xxhdpi/ic_launcher.png


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/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png


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/app/src/main/res/mipmap-hdpi/ic_launcher_round.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-hdpi/ic_launcher_round.png


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/app/src/main/res/mipmap-mdpi/ic_launcher_round.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-mdpi/ic_launcher_round.png


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/app/src/main/res/mipmap-xhdpi/ic_launcher_round.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xhdpi/ic_launcher_round.png


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/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.png


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/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png:
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https://raw.githubusercontent.com/oianmol/TitanicTfLite/master/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png


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/app/src/main/res/values/colors.xml:
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1 | <?xml version="1.0" encoding="utf-8"?>
2 | <resources>
3 |   <color name="colorPrimary">#008577</color>
4 |   <color name="colorPrimaryDark">#00574B</color>
5 |   <color name="colorAccent">#D81B60</color>
6 | </resources>
7 | 


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/.gitignore:
--------------------------------------------------------------------------------
 1 | *.iml
 2 | .gradle
 3 | /local.properties
 4 | /.idea/caches
 5 | /.idea/libraries
 6 | /.idea/modules.xml
 7 | /.idea/workspace.xml
 8 | /.idea/navEditor.xml
 9 | /.idea/assetWizardSettings.xml
10 | .DS_Store
11 | /build
12 | /captures
13 | .externalNativeBuild
14 | 


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/gradle/wrapper/gradle-wrapper.properties:
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1 | #Sun Mar 17 19:36:35 IST 2019
2 | distributionBase=GRADLE_USER_HOME
3 | distributionPath=wrapper/dists
4 | zipStoreBase=GRADLE_USER_HOME
5 | zipStorePath=wrapper/dists
6 | distributionUrl=https\://services.gradle.org/distributions/gradle-4.10.1-all.zip
7 | 


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/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml:
--------------------------------------------------------------------------------
1 | <?xml version="1.0" encoding="utf-8"?>
2 | <adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
3 |   <background android:drawable="@drawable/ic_launcher_background"/>
4 |   <foreground android:drawable="@drawable/ic_launcher_foreground"/>
5 | </adaptive-icon>


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/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml:
--------------------------------------------------------------------------------
1 | <?xml version="1.0" encoding="utf-8"?>
2 | <adaptive-icon xmlns:android="http://schemas.android.com/apk/res/android">
3 |   <background android:drawable="@drawable/ic_launcher_background"/>
4 |   <foreground android:drawable="@drawable/ic_launcher_foreground"/>
5 | </adaptive-icon>


--------------------------------------------------------------------------------
/app/src/main/res/values/styles.xml:
--------------------------------------------------------------------------------
 1 | <resources>
 2 | 
 3 |   <!-- Base application theme. -->
 4 |   <style name="AppTheme" parent="Theme.AppCompat.Light.DarkActionBar">
 5 |     <!-- Customize your theme here. -->
 6 |     <item name="colorPrimary">@color/colorPrimary</item>
 7 |     <item name="colorPrimaryDark">@color/colorPrimaryDark</item>
 8 |     <item name="colorAccent">@color/colorAccent</item>
 9 |   </style>
10 | 
11 | </resources>
12 | 


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/app/src/test/java/com/tfexample/bostondataset/ExampleUnitTest.kt:
--------------------------------------------------------------------------------
 1 | package com.tfexample.bostondataset
 2 | 
 3 | import org.junit.Test
 4 | 
 5 | import org.junit.Assert.*
 6 | 
 7 | /**
 8 |  * Example local unit test, which will execute on the development machine (host).
 9 |  *
10 |  * See [testing documentation](http://d.android.com/tools/testing).
11 |  */
12 | class ExampleUnitTest {
13 |   @Test
14 |   fun addition_isCorrect() {
15 |     assertEquals(4, 2 + 2)
16 |   }
17 | }
18 | 


--------------------------------------------------------------------------------
/app/src/main/AndroidManifest.xml:
--------------------------------------------------------------------------------
 1 | <?xml version="1.0" encoding="utf-8"?>
 2 | <manifest xmlns:android="http://schemas.android.com/apk/res/android"
 3 |     package="com.tfexample.bostondataset">
 4 | 
 5 |   <application
 6 |       android:allowBackup="true"
 7 |       android:icon="@mipmap/ic_launcher"
 8 |       android:label="@string/app_name"
 9 |       android:roundIcon="@mipmap/ic_launcher_round"
10 |       android:supportsRtl="true"
11 |       android:theme="@style/AppTheme">
12 |     <activity android:name=".MainActivity">
13 |       <intent-filter>
14 |         <action android:name="android.intent.action.MAIN"/>
15 | 
16 |         <category android:name="android.intent.category.LAUNCHER"/>
17 |       </intent-filter>
18 |     </activity>
19 |   </application>
20 | 
21 | </manifest>


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/app/src/androidTest/java/com/tfexample/bostondataset/ExampleInstrumentedTest.kt:
--------------------------------------------------------------------------------
 1 | package com.tfexample.bostondataset
 2 | 
 3 | import android.support.test.InstrumentationRegistry
 4 | import android.support.test.runner.AndroidJUnit4
 5 | 
 6 | import org.junit.Test
 7 | import org.junit.runner.RunWith
 8 | 
 9 | import org.junit.Assert.*
10 | 
11 | /**
12 |  * Instrumented test, which will execute on an Android device.
13 |  *
14 |  * See [testing documentation](http://d.android.com/tools/testing).
15 |  */
16 | @RunWith(AndroidJUnit4::class)
17 | class ExampleInstrumentedTest {
18 |   @Test
19 |   fun useAppContext() {
20 |     // Context of the app under test.
21 |     val appContext = InstrumentationRegistry.getTargetContext()
22 |     assertEquals("com.tfexample.bostondataset", appContext.packageName)
23 |   }
24 | }
25 | 


--------------------------------------------------------------------------------
/app/proguard-rules.pro:
--------------------------------------------------------------------------------
 1 | # Add project specific ProGuard rules here.
 2 | # You can control the set of applied configuration files using the
 3 | # proguardFiles setting in build.gradle.
 4 | #
 5 | # For more details, see
 6 | #   http://developer.android.com/guide/developing/tools/proguard.html
 7 | 
 8 | # If your project uses WebView with JS, uncomment the following
 9 | # and specify the fully qualified class name to the JavaScript interface
10 | # class:
11 | #-keepclassmembers class fqcn.of.javascript.interface.for.webview {
12 | #   public *;
13 | #}
14 | 
15 | # Uncomment this to preserve the line number information for
16 | # debugging stack traces.
17 | #-keepattributes SourceFile,LineNumberTable
18 | 
19 | # If you keep the line number information, uncomment this to
20 | # hide the original source file name.
21 | #-renamesourcefileattribute SourceFile
22 | 


--------------------------------------------------------------------------------
/gradle.properties:
--------------------------------------------------------------------------------
 1 | # Project-wide Gradle settings.
 2 | # IDE (e.g. Android Studio) users:
 3 | # Gradle settings configured through the IDE *will override*
 4 | # any settings specified in this file.
 5 | # For more details on how to configure your build environment visit
 6 | # http://www.gradle.org/docs/current/userguide/build_environment.html
 7 | # Specifies the JVM arguments used for the daemon process.
 8 | # The setting is particularly useful for tweaking memory settings.
 9 | org.gradle.jvmargs=-Xmx1536m
10 | # When configured, Gradle will run in incubating parallel mode.
11 | # This option should only be used with decoupled projects. More details, visit
12 | # http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
13 | # org.gradle.parallel=true
14 | # Kotlin code style for this project: "official" or "obsolete":
15 | kotlin.code.style=official
16 | 


--------------------------------------------------------------------------------
/app/src/main/res/layout/activity_main.xml:
--------------------------------------------------------------------------------
 1 | <?xml version="1.0" encoding="utf-8"?>
 2 | <LinearLayout
 3 |     xmlns:android="http://schemas.android.com/apk/res/android"
 4 |     xmlns:app="http://schemas.android.com/apk/res-auto"
 5 |     xmlns:tools="http://schemas.android.com/tools"
 6 |     android:layout_width="match_parent"
 7 |     android:layout_height="match_parent"
 8 |     android:orientation="vertical"
 9 |     android:gravity="center"
10 |     tools:context=".MainActivity"
11 |     >
12 | 
13 |   <android.support.v7.widget.AppCompatTextView
14 |       android:id="@+id/predictEdt"
15 |       android:layout_width="wrap_content"
16 |       android:layout_height="wrap_content"
17 |       android:hint="Enter value to predict"
18 |       />
19 | 
20 |   <Button
21 |       android:layout_width="wrap_content"
22 |       android:layout_height="wrap_content"
23 |       android:text="Predict"
24 |       android:id="@+id/predict"
25 |       app:layout_constraintBottom_toBottomOf="parent"
26 |       app:layout_constraintLeft_toLeftOf="parent"
27 |       app:layout_constraintRight_toRightOf="parent"
28 |       app:layout_constraintTop_toTopOf="parent"
29 |       />
30 | 
31 | </LinearLayout>


--------------------------------------------------------------------------------
/app/build.gradle:
--------------------------------------------------------------------------------
 1 | apply plugin: 'com.android.application'
 2 | 
 3 | apply plugin: 'kotlin-android'
 4 | 
 5 | apply plugin: 'kotlin-android-extensions'
 6 | 
 7 | android {
 8 |     compileSdkVersion 28
 9 |     defaultConfig {
10 |         applicationId "com.tfexample.bostondataset"
11 |         minSdkVersion 15
12 |         targetSdkVersion 28
13 |         versionCode 1
14 |         versionName "1.0"
15 |         testInstrumentationRunner "android.support.test.runner.AndroidJUnitRunner"
16 |     }
17 |     buildTypes {
18 |         release {
19 |             minifyEnabled false
20 |             proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
21 |         }
22 |     }
23 | 
24 |     aaptOptions {
25 |         noCompress "tflite"
26 |         noCompress "lite"
27 |     }
28 | }
29 | 
30 | dependencies {
31 |     implementation fileTree(dir: 'libs', include: ['*.jar'])
32 |     implementation"org.jetbrains.kotlin:kotlin-stdlib-jdk7:$kotlin_version"
33 |     implementation 'com.android.support:appcompat-v7:28.0.0'
34 |     implementation 'com.android.support.constraint:constraint-layout:1.1.3'
35 |     testImplementation 'junit:junit:4.12'
36 |     androidTestImplementation 'com.android.support.test:runner:1.0.2'
37 |     androidTestImplementation 'com.android.support.test.espresso:espresso-core:3.0.2'
38 |     implementation 'org.tensorflow:tensorflow-lite:+'
39 | }
40 | 


--------------------------------------------------------------------------------
/app/src/main/res/drawable-v24/ic_launcher_foreground.xml:
--------------------------------------------------------------------------------
 1 | <vector xmlns:android="http://schemas.android.com/apk/res/android"
 2 |     xmlns:aapt="http://schemas.android.com/aapt"
 3 |     android:height="108dp"
 4 |     android:viewportHeight="108"
 5 |     android:viewportWidth="108"
 6 |     android:width="108dp">
 7 |   <path
 8 |       android:fillType="evenOdd"
 9 |       android:pathData="M32,64C32,64 38.39,52.99 44.13,50.95C51.37,48.37 70.14,49.57 70.14,49.57L108.26,87.69L108,109.01L75.97,107.97L32,64Z"
10 |       android:strokeColor="#00000000"
11 |       android:strokeWidth="1">
12 |     <aapt:attr name="android:fillColor">
13 |       <gradient
14 |           android:endX="78.5885"
15 |           android:endY="90.9159"
16 |           android:startX="48.7653"
17 |           android:startY="61.0927"
18 |           android:type="linear">
19 |         <item
20 |             android:color="#44000000"
21 |             android:offset="0.0"/>
22 |         <item
23 |             android:color="#00000000"
24 |             android:offset="1.0"/>
25 |       </gradient>
26 |     </aapt:attr>
27 |   </path>
28 |   <path
29 |       android:fillColor="#FFFFFF"
30 |       android:fillType="nonZero"
31 |       android:pathData="M66.94,46.02L66.94,46.02C72.44,50.07 76,56.61 76,64L32,64C32,56.61 35.56,50.11 40.98,46.06L36.18,41.19C35.45,40.45 35.45,39.3 36.18,38.56C36.91,37.81 38.05,37.81 38.78,38.56L44.25,44.05C47.18,42.57 50.48,41.71 54,41.71C57.48,41.71 60.78,42.57 63.68,44.05L69.11,38.56C69.84,37.81 70.98,37.81 71.71,38.56C72.44,39.3 72.44,40.45 71.71,41.19L66.94,46.02ZM62.94,56.92C64.08,56.92 65,56.01 65,54.88C65,53.76 64.08,52.85 62.94,52.85C61.8,52.85 60.88,53.76 60.88,54.88C60.88,56.01 61.8,56.92 62.94,56.92ZM45.06,56.92C46.2,56.92 47.13,56.01 47.13,54.88C47.13,53.76 46.2,52.85 45.06,52.85C43.92,52.85 43,53.76 43,54.88C43,56.01 43.92,56.92 45.06,56.92Z"
32 |       android:strokeColor="#00000000"
33 |       android:strokeWidth="1"/>
34 | </vector>
35 | 


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/gradlew.bat:
--------------------------------------------------------------------------------
 1 | @if "%DEBUG%" == "" @echo off
 2 | @rem ##########################################################################
 3 | @rem
 4 | @rem  Gradle startup script for Windows
 5 | @rem
 6 | @rem ##########################################################################
 7 | 
 8 | @rem Set local scope for the variables with windows NT shell
 9 | if "%OS%"=="Windows_NT" setlocal
10 | 
11 | set DIRNAME=%~dp0
12 | if "%DIRNAME%" == "" set DIRNAME=.
13 | set APP_BASE_NAME=%~n0
14 | set APP_HOME=%DIRNAME%
15 | 
16 | @rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
17 | set DEFAULT_JVM_OPTS=
18 | 
19 | @rem Find java.exe
20 | if defined JAVA_HOME goto findJavaFromJavaHome
21 | 
22 | set JAVA_EXE=java.exe
23 | %JAVA_EXE% -version >NUL 2>&1
24 | if "%ERRORLEVEL%" == "0" goto init
25 | 
26 | echo.
27 | echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
28 | echo.
29 | echo Please set the JAVA_HOME variable in your environment to match the
30 | echo location of your Java installation.
31 | 
32 | goto fail
33 | 
34 | :findJavaFromJavaHome
35 | set JAVA_HOME=%JAVA_HOME:"=%
36 | set JAVA_EXE=%JAVA_HOME%/bin/java.exe
37 | 
38 | if exist "%JAVA_EXE%" goto init
39 | 
40 | echo.
41 | echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
42 | echo.
43 | echo Please set the JAVA_HOME variable in your environment to match the
44 | echo location of your Java installation.
45 | 
46 | goto fail
47 | 
48 | :init
49 | @rem Get command-line arguments, handling Windows variants
50 | 
51 | if not "%OS%" == "Windows_NT" goto win9xME_args
52 | 
53 | :win9xME_args
54 | @rem Slurp the command line arguments.
55 | set CMD_LINE_ARGS=
56 | set _SKIP=2
57 | 
58 | :win9xME_args_slurp
59 | if "x%~1" == "x" goto execute
60 | 
61 | set CMD_LINE_ARGS=%*
62 | 
63 | :execute
64 | @rem Setup the command line
65 | 
66 | set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
67 | 
68 | @rem Execute Gradle
69 | "%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
70 | 
71 | :end
72 | @rem End local scope for the variables with windows NT shell
73 | if "%ERRORLEVEL%"=="0" goto mainEnd
74 | 
75 | :fail
76 | rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
77 | rem the _cmd.exe /c_ return code!
78 | if  not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
79 | exit /b 1
80 | 
81 | :mainEnd
82 | if "%OS%"=="Windows_NT" endlocal
83 | 
84 | :omega
85 | 


--------------------------------------------------------------------------------
/app/src/main/java/com/tfexample/bostondataset/MainActivity.kt:
--------------------------------------------------------------------------------
 1 | package com.tfexample.bostondataset
 2 | 
 3 | import android.content.res.AssetManager
 4 | import android.os.Bundle
 5 | import android.support.v7.app.AppCompatActivity
 6 | import kotlinx.android.synthetic.main.activity_main.*
 7 | import org.tensorflow.lite.Interpreter
 8 | import java.io.FileInputStream
 9 | import java.io.IOException
10 | import java.nio.MappedByteBuffer
11 | import java.nio.channels.FileChannel
12 | 
13 | class MainActivity : AppCompatActivity() {
14 | 
15 |   private lateinit var interpreter: Interpreter
16 | 
17 |   private val DICAPRIO: String = "dicaprio = [3, 'Jack Dawson', 'male', 19, 0, 0, 'N/A', 5.0000]"
18 | 
19 |   private val WINSLET: String = "winslet = [1, 'Rose DeWitt Bukater', 'female', 17, 1, 2, 'N/A', 100.0000]"
20 | 
21 |   override fun onCreate(savedInstanceState: Bundle?) {
22 |     super.onCreate(savedInstanceState)
23 |     setContentView(R.layout.activity_main)
24 |     interpreter = Interpreter(loadModelFile(assets, "converted_model.tflite"))
25 |     predictEdt.text = "$DICAPRIO\n" +
26 |         "$WINSLET"
27 |     predict.setOnClickListener {
28 |       val caprio = preditForDicaprio()
29 |       val winslet = predictForWinslet()
30 |       predictEdt.text = "$DICAPRIO > ${caprio.contentDeepToString()}\n" +
31 |           "$WINSLET > ${winslet.contentDeepToString()}\n" + "Where chances of being saved are less for dicaprio and more for winslet"
32 |     }
33 |   }
34 | 
35 |   private fun predictForWinslet(): Array<FloatArray> {
36 |     val input = Array(1) { FloatArray(6) }
37 |     input.get(0).set(0, 1F)
38 |     input.get(0).set(1, 1F)
39 |     input.get(0).set(2, 17F)
40 |     input.get(0).set(3, 1F)
41 |     input.get(0).set(4, 2F)
42 |     input.get(0).set(5, 100.0F)
43 | 
44 | 
45 |     val result = Array(1) { FloatArray(2) }
46 |     interpreter.run(input, result)
47 |     return result
48 |   }
49 | 
50 |   private fun preditForDicaprio(): Array<FloatArray> {
51 |     val input = Array(1) { FloatArray(6) }
52 |     input.get(0).set(0, 3F)
53 |     input.get(0).set(1, 0F)
54 |     input.get(0).set(2, 19F)
55 |     input.get(0).set(3, 0F)
56 |     input.get(0).set(4, 0F)
57 |     input.get(0).set(5, 5.0F)
58 | 
59 |     val result = Array(1) { FloatArray(2) }
60 |     interpreter.run(input, result)
61 |     return result
62 |   }
63 | 
64 | 
65 |   @Throws(IOException::class)
66 |   private fun loadModelFile(assetManager: AssetManager, modelPath: String): MappedByteBuffer {
67 |     val fileDescriptor = assetManager.openFd(modelPath)
68 |     val inputStream = FileInputStream(fileDescriptor.fileDescriptor)
69 |     val fileChannel = inputStream.channel
70 |     val startOffset = fileDescriptor.startOffset
71 |     val declaredLength = fileDescriptor.declaredLength
72 |     return fileChannel.map(FileChannel.MapMode.READ_ONLY, startOffset, declaredLength)
73 |   }
74 | 
75 | 
76 | }
77 | 


--------------------------------------------------------------------------------
/titanicdataset/convertkeras.py:
--------------------------------------------------------------------------------
 1 | #
 2 | #     Copywrite 2017 Alan Steremberg and Arthur Conner
 3 | #
 4 | 
 5 | import argparse
 6 | from keras import backend as K
 7 | from keras.models import load_model
 8 | # from tensorflow_serving.session_bundle import exporter
 9 | from keras.models import model_from_config
10 | from keras.models import Sequential, Model
11 | import tensorflow as tf
12 | import os
13 | 
14 | 
15 | def convert(prevmodel, export_path, freeze_graph_binary):
16 |     # open up a Tensorflow session
17 |     sess = tf.Session()
18 |     # tell Keras to use the session
19 |     K.set_session(sess)
20 | 
21 |     # From this document: https://blog.keras.io/keras-as-a-simplified-interface-to-tensorflow-tutorial.html
22 | 
23 |     # let's convert the model for inference
24 |     K.set_learning_phase(0)  # all new operations will be in test mode from now on
25 |     # serialize the model and get its weights, for quick re-building
26 |     previous_model = load_model(prevmodel)
27 |     previous_model.summary()
28 | 
29 |     config = previous_model.get_config()
30 |     weights = previous_model.get_weights()
31 | 
32 |     # re-build a model where the learning phase is now hard-coded to 0
33 |     try:
34 |         model = Sequential.from_config(config)
35 |     except:
36 |         model = Model.from_config(config)
37 |         # model= model_from_config(config)
38 |     model.set_weights(weights)
39 | 
40 |     print("Input name:")
41 |     print(model.input.name)
42 |     print("Output name:")
43 |     print(model.output.name)
44 |     output_name = model.output.name.split(':')[0]
45 | 
46 |     #  not sure what this is for
47 |     export_version = 1  # version number (integer)
48 | 
49 |     graph_file = export_path + "_graph.pb"
50 |     ckpt_file = export_path + ".ckpt"
51 |     # create a saver
52 |     saver = tf.train.Saver(sharded=True)
53 |     tf.train.write_graph(sess.graph_def, '', graph_file)
54 |     save_path = saver.save(sess, ckpt_file)
55 |     # ~/tensorflow/bazel-bin/tensorflow/python/tools/freeze_graph --input_graph=./graph.pb  --input_checkpoint=./model.ckpt --output_node_names=add_72 --output_graph=frozen.pb
56 |     command = freeze_graph_binary + " --input_graph=./" + graph_file + " --input_checkpoint=./" + ckpt_file + " --output_node_names=" + output_name + " --output_graph=./" + export_path + ".pb"
57 |     print(command)
58 |     os.system(command)
59 | 
60 | 
61 | if __name__ == '__main__':
62 |     parser = argparse.ArgumentParser(description='Keras Tensorflow Converter')
63 |     parser.add_argument(
64 |         'model',
65 |         type=str,
66 |         help='Path to the keras model'
67 |     )
68 |     parser.add_argument(
69 |         'frozen',
70 |         type=str,
71 |         help='Path to the frozen output'
72 |     )
73 |     parser.add_argument(
74 |         'freezegraph',
75 |         type=str,
76 |         help='Path to the freeze_graph binary'
77 |     )
78 |     args = parser.parse_args()
79 | 
80 |     convert(args.model, args.frozen, args.freezegraph)
81 | 


--------------------------------------------------------------------------------
/titanicdataset/TitanicModel.py:
--------------------------------------------------------------------------------
 1 | import numpy as np
 2 | import tflearn
 3 | from sklearn.model_selection import train_test_split
 4 | import tensorflow as tf
 5 | from tflearn.data_utils import load_csv
 6 | from tflearn.datasets import titanic
 7 | 
 8 | # Download the Titanic dataset
 9 | titanic.download_dataset('titanic_dataset.csv')
10 | 
11 | # Load CSV file, indicate that the first column represents labels
12 | data, labels = load_csv('titanic_dataset.csv', target_column=0,
13 |                         categorical_labels=True, n_classes=2)
14 | 
15 | 
16 | # Preprocessing function
17 | def preprocess(data, columns_to_ignore):
18 |     # Sort by descending id and delete columns
19 |     for id in sorted(columns_to_ignore, reverse=True):
20 |         [r.pop(id) for r in data]
21 |     for i in range(len(data)):
22 |         # Converting 'sex' field to float (id is 1 after removing labels column)
23 |         data[i][1] = 1. if data[i][1] == 'female' else 0.
24 |     return np.array(data, dtype=np.float32)
25 | 
26 | 
27 | # Ignore 'name' and 'ticket' columns (id 1 & 6 of data array)
28 | to_ignore = [1, 6]
29 | 
30 | # Preprocess data
31 | data = preprocess(data, to_ignore)
32 | 
33 | x_train, x_test, y_train, y_test = train_test_split(data, labels, test_size=0.20, random_state=42)
34 | 
35 | 
36 | def buildModel():
37 |     model = tf.keras.models.Sequential()
38 |     model.add(tf.keras.layers.Dense(units=6, kernel_initializer='uniform', activation='relu', input_dim=6))
39 |     model.add(tf.keras.layers.Dropout(rate=0.2))
40 |     model.add(tf.keras.layers.Dense(units=6, kernel_initializer='uniform', activation='relu', input_dim=6))
41 |     model.add(tf.keras.layers.Dropout(rate=0.2))
42 |     model.add(tf.keras.layers.Dense(units=6, kernel_initializer='uniform', activation='relu'))
43 |     model.add(tf.keras.layers.Dropout(rate=0.2))
44 |     model.add(tf.keras.layers.Dense(units=2, kernel_initializer='uniform', activation='sigmoid'))
45 | 
46 |     model.compile(optimizer='adam',
47 |                   loss='categorical_crossentropy',
48 |                   metrics=['accuracy'])
49 | 
50 |     model.fit(x_train, y_train, epochs=20, batch_size=16, shuffle=True)
51 |     return model
52 | 
53 | 
54 | def evalModel(model):
55 |     val_loss, val_acc = model.evaluate(x_test, y_test)
56 |     print(val_loss)
57 |     print(val_acc)
58 | 
59 | 
60 | def saveModel(model):
61 |     kerasfile = "keras_model.h5"
62 |     tf.keras.models.save_model(model, kerasfile)
63 |     return kerasfile
64 | 
65 | 
66 | def convertModel(keras_file):
67 |     # Convert to TensorFlow Lite model.
68 |     converter = tf.contrib.lite.TFLiteConverter.from_keras_model_file(keras_file)
69 |     tflite_model = converter.convert()
70 |     open("converted_model.tflite", "wb").write(tflite_model)
71 | 
72 | 
73 | def predictValues(model):
74 |     # Let's create some data for DiCaprio and Winslet
75 |     dicaprio = [3, 'Jack Dawson', 'male', 19, 0, 0, 'N/A', 5.0000]
76 |     winslet = [1, 'Rose DeWitt Bukater', 'female', 17, 1, 2, 'N/A', 100.0000]
77 |     # Preprocess data
78 |     arr = preprocess([dicaprio, winslet], to_ignore)
79 |     # Predict surviving chances (class 1 results)
80 |     print(arr.shape)
81 |     pred = model.predict(arr)
82 |     print(pred)
83 |     print("DiCaprio Surviving Rate:", pred[0][1])
84 |     print("Winslet Surviving Rate:", pred[1][1])
85 | 
86 | 
87 | print(tf.__version__)
88 | model = buildModel()
89 | print("eval model")
90 | evalModel(model)
91 | keras_file = saveModel(model)
92 | print("predict model")
93 | predictValues(model)
94 | convertModel(keras_file)
95 | 


--------------------------------------------------------------------------------
/app/src/main/res/drawable/ic_launcher_background.xml:
--------------------------------------------------------------------------------
  1 | <?xml version="1.0" encoding="utf-8"?>
  2 | <vector
  3 |     xmlns:android="http://schemas.android.com/apk/res/android"
  4 |     android:height="108dp"
  5 |     android:viewportHeight="108"
  6 |     android:viewportWidth="108"
  7 |     android:width="108dp">
  8 |   <path
  9 |       android:fillColor="#008577"
 10 |       android:pathData="M0,0h108v108h-108z"/>
 11 |   <path
 12 |       android:fillColor="#00000000"
 13 |       android:pathData="M9,0L9,108"
 14 |       android:strokeColor="#33FFFFFF"
 15 |       android:strokeWidth="0.8"/>
 16 |   <path
 17 |       android:fillColor="#00000000"
 18 |       android:pathData="M19,0L19,108"
 19 |       android:strokeColor="#33FFFFFF"
 20 |       android:strokeWidth="0.8"/>
 21 |   <path
 22 |       android:fillColor="#00000000"
 23 |       android:pathData="M29,0L29,108"
 24 |       android:strokeColor="#33FFFFFF"
 25 |       android:strokeWidth="0.8"/>
 26 |   <path
 27 |       android:fillColor="#00000000"
 28 |       android:pathData="M39,0L39,108"
 29 |       android:strokeColor="#33FFFFFF"
 30 |       android:strokeWidth="0.8"/>
 31 |   <path
 32 |       android:fillColor="#00000000"
 33 |       android:pathData="M49,0L49,108"
 34 |       android:strokeColor="#33FFFFFF"
 35 |       android:strokeWidth="0.8"/>
 36 |   <path
 37 |       android:fillColor="#00000000"
 38 |       android:pathData="M59,0L59,108"
 39 |       android:strokeColor="#33FFFFFF"
 40 |       android:strokeWidth="0.8"/>
 41 |   <path
 42 |       android:fillColor="#00000000"
 43 |       android:pathData="M69,0L69,108"
 44 |       android:strokeColor="#33FFFFFF"
 45 |       android:strokeWidth="0.8"/>
 46 |   <path
 47 |       android:fillColor="#00000000"
 48 |       android:pathData="M79,0L79,108"
 49 |       android:strokeColor="#33FFFFFF"
 50 |       android:strokeWidth="0.8"/>
 51 |   <path
 52 |       android:fillColor="#00000000"
 53 |       android:pathData="M89,0L89,108"
 54 |       android:strokeColor="#33FFFFFF"
 55 |       android:strokeWidth="0.8"/>
 56 |   <path
 57 |       android:fillColor="#00000000"
 58 |       android:pathData="M99,0L99,108"
 59 |       android:strokeColor="#33FFFFFF"
 60 |       android:strokeWidth="0.8"/>
 61 |   <path
 62 |       android:fillColor="#00000000"
 63 |       android:pathData="M0,9L108,9"
 64 |       android:strokeColor="#33FFFFFF"
 65 |       android:strokeWidth="0.8"/>
 66 |   <path
 67 |       android:fillColor="#00000000"
 68 |       android:pathData="M0,19L108,19"
 69 |       android:strokeColor="#33FFFFFF"
 70 |       android:strokeWidth="0.8"/>
 71 |   <path
 72 |       android:fillColor="#00000000"
 73 |       android:pathData="M0,29L108,29"
 74 |       android:strokeColor="#33FFFFFF"
 75 |       android:strokeWidth="0.8"/>
 76 |   <path
 77 |       android:fillColor="#00000000"
 78 |       android:pathData="M0,39L108,39"
 79 |       android:strokeColor="#33FFFFFF"
 80 |       android:strokeWidth="0.8"/>
 81 |   <path
 82 |       android:fillColor="#00000000"
 83 |       android:pathData="M0,49L108,49"
 84 |       android:strokeColor="#33FFFFFF"
 85 |       android:strokeWidth="0.8"/>
 86 |   <path
 87 |       android:fillColor="#00000000"
 88 |       android:pathData="M0,59L108,59"
 89 |       android:strokeColor="#33FFFFFF"
 90 |       android:strokeWidth="0.8"/>
 91 |   <path
 92 |       android:fillColor="#00000000"
 93 |       android:pathData="M0,69L108,69"
 94 |       android:strokeColor="#33FFFFFF"
 95 |       android:strokeWidth="0.8"/>
 96 |   <path
 97 |       android:fillColor="#00000000"
 98 |       android:pathData="M0,79L108,79"
 99 |       android:strokeColor="#33FFFFFF"
100 |       android:strokeWidth="0.8"/>
101 |   <path
102 |       android:fillColor="#00000000"
103 |       android:pathData="M0,89L108,89"
104 |       android:strokeColor="#33FFFFFF"
105 |       android:strokeWidth="0.8"/>
106 |   <path
107 |       android:fillColor="#00000000"
108 |       android:pathData="M0,99L108,99"
109 |       android:strokeColor="#33FFFFFF"
110 |       android:strokeWidth="0.8"/>
111 |   <path
112 |       android:fillColor="#00000000"
113 |       android:pathData="M19,29L89,29"
114 |       android:strokeColor="#33FFFFFF"
115 |       android:strokeWidth="0.8"/>
116 |   <path
117 |       android:fillColor="#00000000"
118 |       android:pathData="M19,39L89,39"
119 |       android:strokeColor="#33FFFFFF"
120 |       android:strokeWidth="0.8"/>
121 |   <path
122 |       android:fillColor="#00000000"
123 |       android:pathData="M19,49L89,49"
124 |       android:strokeColor="#33FFFFFF"
125 |       android:strokeWidth="0.8"/>
126 |   <path
127 |       android:fillColor="#00000000"
128 |       android:pathData="M19,59L89,59"
129 |       android:strokeColor="#33FFFFFF"
130 |       android:strokeWidth="0.8"/>
131 |   <path
132 |       android:fillColor="#00000000"
133 |       android:pathData="M19,69L89,69"
134 |       android:strokeColor="#33FFFFFF"
135 |       android:strokeWidth="0.8"/>
136 |   <path
137 |       android:fillColor="#00000000"
138 |       android:pathData="M19,79L89,79"
139 |       android:strokeColor="#33FFFFFF"
140 |       android:strokeWidth="0.8"/>
141 |   <path
142 |       android:fillColor="#00000000"
143 |       android:pathData="M29,19L29,89"
144 |       android:strokeColor="#33FFFFFF"
145 |       android:strokeWidth="0.8"/>
146 |   <path
147 |       android:fillColor="#00000000"
148 |       android:pathData="M39,19L39,89"
149 |       android:strokeColor="#33FFFFFF"
150 |       android:strokeWidth="0.8"/>
151 |   <path
152 |       android:fillColor="#00000000"
153 |       android:pathData="M49,19L49,89"
154 |       android:strokeColor="#33FFFFFF"
155 |       android:strokeWidth="0.8"/>
156 |   <path
157 |       android:fillColor="#00000000"
158 |       android:pathData="M59,19L59,89"
159 |       android:strokeColor="#33FFFFFF"
160 |       android:strokeWidth="0.8"/>
161 |   <path
162 |       android:fillColor="#00000000"
163 |       android:pathData="M69,19L69,89"
164 |       android:strokeColor="#33FFFFFF"
165 |       android:strokeWidth="0.8"/>
166 |   <path
167 |       android:fillColor="#00000000"
168 |       android:pathData="M79,19L79,89"
169 |       android:strokeColor="#33FFFFFF"
170 |       android:strokeWidth="0.8"/>
171 | </vector>
172 | 


--------------------------------------------------------------------------------
/gradlew:
--------------------------------------------------------------------------------
  1 | #!/usr/bin/env sh
  2 | 
  3 | ##############################################################################
  4 | ##
  5 | ##  Gradle start up script for UN*X
  6 | ##
  7 | ##############################################################################
  8 | 
  9 | # Attempt to set APP_HOME
 10 | # Resolve links: $0 may be a link
 11 | PRG="$0"
 12 | # Need this for relative symlinks.
 13 | while [ -h "$PRG" ] ; do
 14 |     ls=`ls -ld "$PRG"`
 15 |     link=`expr "$ls" : '.*-> \(.*\)$'`
 16 |     if expr "$link" : '/.*' > /dev/null; then
 17 |         PRG="$link"
 18 |     else
 19 |         PRG=`dirname "$PRG"`"/$link"
 20 |     fi
 21 | done
 22 | SAVED="`pwd`"
 23 | cd "`dirname \"$PRG\"`/" >/dev/null
 24 | APP_HOME="`pwd -P`"
 25 | cd "$SAVED" >/dev/null
 26 | 
 27 | APP_NAME="Gradle"
 28 | APP_BASE_NAME=`basename "$0"`
 29 | 
 30 | # Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
 31 | DEFAULT_JVM_OPTS=""
 32 | 
 33 | # Use the maximum available, or set MAX_FD != -1 to use that value.
 34 | MAX_FD="maximum"
 35 | 
 36 | warn () {
 37 |     echo "$*"
 38 | }
 39 | 
 40 | die () {
 41 |     echo
 42 |     echo "$*"
 43 |     echo
 44 |     exit 1
 45 | }
 46 | 
 47 | # OS specific support (must be 'true' or 'false').
 48 | cygwin=false
 49 | msys=false
 50 | darwin=false
 51 | nonstop=false
 52 | case "`uname`" in
 53 |   CYGWIN* )
 54 |     cygwin=true
 55 |     ;;
 56 |   Darwin* )
 57 |     darwin=true
 58 |     ;;
 59 |   MINGW* )
 60 |     msys=true
 61 |     ;;
 62 |   NONSTOP* )
 63 |     nonstop=true
 64 |     ;;
 65 | esac
 66 | 
 67 | CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
 68 | 
 69 | # Determine the Java command to use to start the JVM.
 70 | if [ -n "$JAVA_HOME" ] ; then
 71 |     if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
 72 |         # IBM's JDK on AIX uses strange locations for the executables
 73 |         JAVACMD="$JAVA_HOME/jre/sh/java"
 74 |     else
 75 |         JAVACMD="$JAVA_HOME/bin/java"
 76 |     fi
 77 |     if [ ! -x "$JAVACMD" ] ; then
 78 |         die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
 79 | 
 80 | Please set the JAVA_HOME variable in your environment to match the
 81 | location of your Java installation."
 82 |     fi
 83 | else
 84 |     JAVACMD="java"
 85 |     which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
 86 | 
 87 | Please set the JAVA_HOME variable in your environment to match the
 88 | location of your Java installation."
 89 | fi
 90 | 
 91 | # Increase the maximum file descriptors if we can.
 92 | if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
 93 |     MAX_FD_LIMIT=`ulimit -H -n`
 94 |     if [ $? -eq 0 ] ; then
 95 |         if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
 96 |             MAX_FD="$MAX_FD_LIMIT"
 97 |         fi
 98 |         ulimit -n $MAX_FD
 99 |         if [ $? -ne 0 ] ; then
100 |             warn "Could not set maximum file descriptor limit: $MAX_FD"
101 |         fi
102 |     else
103 |         warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
104 |     fi
105 | fi
106 | 
107 | # For Darwin, add options to specify how the application appears in the dock
108 | if $darwin; then
109 |     GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
110 | fi
111 | 
112 | # For Cygwin, switch paths to Windows format before running java
113 | if $cygwin ; then
114 |     APP_HOME=`cygpath --path --mixed "$APP_HOME"`
115 |     CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
116 |     JAVACMD=`cygpath --unix "$JAVACMD"`
117 | 
118 |     # We build the pattern for arguments to be converted via cygpath
119 |     ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
120 |     SEP=""
121 |     for dir in $ROOTDIRSRAW ; do
122 |         ROOTDIRS="$ROOTDIRS$SEP$dir"
123 |         SEP="|"
124 |     done
125 |     OURCYGPATTERN="(^($ROOTDIRS))"
126 |     # Add a user-defined pattern to the cygpath arguments
127 |     if [ "$GRADLE_CYGPATTERN" != "" ] ; then
128 |         OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
129 |     fi
130 |     # Now convert the arguments - kludge to limit ourselves to /bin/sh
131 |     i=0
132 |     for arg in "$@" ; do
133 |         CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
134 |         CHECK2=`echo "$arg"|egrep -c "^-"`                                 ### Determine if an option
135 | 
136 |         if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then                    ### Added a condition
137 |             eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
138 |         else
139 |             eval `echo args$i`="\"$arg\""
140 |         fi
141 |         i=$((i+1))
142 |     done
143 |     case $i in
144 |         (0) set -- ;;
145 |         (1) set -- "$args0" ;;
146 |         (2) set -- "$args0" "$args1" ;;
147 |         (3) set -- "$args0" "$args1" "$args2" ;;
148 |         (4) set -- "$args0" "$args1" "$args2" "$args3" ;;
149 |         (5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
150 |         (6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
151 |         (7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
152 |         (8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
153 |         (9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
154 |     esac
155 | fi
156 | 
157 | # Escape application args
158 | save () {
159 |     for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
160 |     echo " "
161 | }
162 | APP_ARGS=$(save "$@")
163 | 
164 | # Collect all arguments for the java command, following the shell quoting and substitution rules
165 | eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
166 | 
167 | # by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
168 | if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
169 |   cd "$(dirname "$0")"
170 | fi
171 | 
172 | exec "$JAVACMD" "$@"
173 | 


--------------------------------------------------------------------------------
/titanicdataset/titanic_dataset.csv:
--------------------------------------------------------------------------------
   1 | survived,pclass,name,sex,age,sibsp,parch,ticket,fare
   2 | 1,1,"Allen, Miss. Elisabeth Walton",female,29,0,0,24160,211.3375
   3 | 1,1,"Allison, Master. Hudson Trevor",male,0.9167,1,2,113781,151.5500
   4 | 0,1,"Allison, Miss. Helen Loraine",female,2,1,2,113781,151.5500
   5 | 0,1,"Allison, Mr. Hudson Joshua Creighton",male,30,1,2,113781,151.5500
   6 | 0,1,"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",female,25,1,2,113781,151.5500
   7 | 1,1,"Anderson, Mr. Harry",male,48,0,0,19952,26.5500
   8 | 1,1,"Andrews, Miss. Kornelia Theodosia",female,63,1,0,13502,77.9583
   9 | 0,1,"Andrews, Mr. Thomas Jr",male,39,0,0,112050,0.0000
  10 | 1,1,"Appleton, Mrs. Edward Dale (Charlotte Lamson)",female,53,2,0,11769,51.4792
  11 | 0,1,"Artagaveytia, Mr. Ramon",male,71,0,0,PC 17609,49.5042
  12 | 0,1,"Astor, Col. John Jacob",male,47,1,0,PC 17757,227.5250
  13 | 1,1,"Astor, Mrs. John Jacob (Madeleine Talmadge Force)",female,18,1,0,PC 17757,227.5250
  14 | 1,1,"Aubart, Mme. Leontine Pauline",female,24,0,0,PC 17477,69.3000
  15 | 1,1,"Barber, Miss. Ellen ""Nellie""",female,26,0,0,19877,78.8500
  16 | 1,1,"Barkworth, Mr. Algernon Henry Wilson",male,80,0,0,27042,30.0000
  17 | 0,1,"Baumann, Mr. John D",male,0,0,0,PC 17318,25.9250
  18 | 0,1,"Baxter, Mr. Quigg Edmond",male,24,0,1,PC 17558,247.5208
  19 | 1,1,"Baxter, Mrs. James (Helene DeLaudeniere Chaput)",female,50,0,1,PC 17558,247.5208
  20 | 1,1,"Bazzani, Miss. Albina",female,32,0,0,11813,76.2917
  21 | 0,1,"Beattie, Mr. Thomson",male,36,0,0,13050,75.2417
  22 | 1,1,"Beckwith, Mr. Richard Leonard",male,37,1,1,11751,52.5542
  23 | 1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542
  24 | 1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30.0000
  25 | 1,1,"Bidois, Miss. Rosalie",female,42,0,0,PC 17757,227.5250
  26 | 1,1,"Bird, Miss. Ellen",female,29,0,0,PC 17483,221.7792
  27 | 0,1,"Birnbaum, Mr. Jakob",male,25,0,0,13905,26.0000
  28 | 1,1,"Bishop, Mr. Dickinson H",male,25,1,0,11967,91.0792
  29 | 1,1,"Bishop, Mrs. Dickinson H (Helen Walton)",female,19,1,0,11967,91.0792
  30 | 1,1,"Bissette, Miss. Amelia",female,35,0,0,PC 17760,135.6333
  31 | 1,1,"Bjornstrom-Steffansson, Mr. Mauritz Hakan",male,28,0,0,110564,26.5500
  32 | 0,1,"Blackwell, Mr. Stephen Weart",male,45,0,0,113784,35.5000
  33 | 1,1,"Blank, Mr. Henry",male,40,0,0,112277,31.0000
  34 | 1,1,"Bonnell, Miss. Caroline",female,30,0,0,36928,164.8667
  35 | 1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.5500
  36 | 0,1,"Borebank, Mr. John James",male,42,0,0,110489,26.5500
  37 | 1,1,"Bowen, Miss. Grace Scott",female,45,0,0,PC 17608,262.3750
  38 | 1,1,"Bowerman, Miss. Elsie Edith",female,22,0,1,113505,55.0000
  39 | 1,1,"Bradley, Mr. George (""George Arthur Brayton"")",male,0,0,0,111427,26.5500
  40 | 0,1,"Brady, Mr. John Bertram",male,41,0,0,113054,30.5000
  41 | 0,1,"Brandeis, Mr. Emil",male,48,0,0,PC 17591,50.4958
  42 | 0,1,"Brewe, Dr. Arthur Jackson",male,0,0,0,112379,39.6000
  43 | 1,1,"Brown, Mrs. James Joseph (Margaret Tobin)",female,44,0,0,PC 17610,27.7208
  44 | 1,1,"Brown, Mrs. John Murray (Caroline Lane Lamson)",female,59,2,0,11769,51.4792
  45 | 1,1,"Bucknell, Mrs. William Robert (Emma Eliza Ward)",female,60,0,0,11813,76.2917
  46 | 1,1,"Burns, Miss. Elizabeth Margaret",female,41,0,0,16966,134.5000
  47 | 0,1,"Butt, Major. Archibald Willingham",male,45,0,0,113050,26.5500
  48 | 0,1,"Cairns, Mr. Alexander",male,0,0,0,113798,31.0000
  49 | 1,1,"Calderhead, Mr. Edward Pennington",male,42,0,0,PC 17476,26.2875
  50 | 1,1,"Candee, Mrs. Edward (Helen Churchill Hungerford)",female,53,0,0,PC 17606,27.4458
  51 | 1,1,"Cardeza, Mr. Thomas Drake Martinez",male,36,0,1,PC 17755,512.3292
  52 | 1,1,"Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake)",female,58,0,1,PC 17755,512.3292
  53 | 0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5.0000
  54 | 0,1,"Carrau, Mr. Francisco M",male,28,0,0,113059,47.1000
  55 | 0,1,"Carrau, Mr. Jose Pedro",male,17,0,0,113059,47.1000
  56 | 1,1,"Carter, Master. William Thornton II",male,11,1,2,113760,120.0000
  57 | 1,1,"Carter, Miss. Lucile Polk",female,14,1,2,113760,120.0000
  58 | 1,1,"Carter, Mr. William Ernest",male,36,1,2,113760,120.0000
  59 | 1,1,"Carter, Mrs. William Ernest (Lucile Polk)",female,36,1,2,113760,120.0000
  60 | 0,1,"Case, Mr. Howard Brown",male,49,0,0,19924,26.0000
  61 | 1,1,"Cassebeer, Mrs. Henry Arthur Jr (Eleanor Genevieve Fosdick)",female,0,0,0,17770,27.7208
  62 | 0,1,"Cavendish, Mr. Tyrell William",male,36,1,0,19877,78.8500
  63 | 1,1,"Cavendish, Mrs. Tyrell William (Julia Florence Siegel)",female,76,1,0,19877,78.8500
  64 | 0,1,"Chaffee, Mr. Herbert Fuller",male,46,1,0,W.E.P. 5734,61.1750
  65 | 1,1,"Chaffee, Mrs. Herbert Fuller (Carrie Constance Toogood)",female,47,1,0,W.E.P. 5734,61.1750
  66 | 1,1,"Chambers, Mr. Norman Campbell",male,27,1,0,113806,53.1000
  67 | 1,1,"Chambers, Mrs. Norman Campbell (Bertha Griggs)",female,33,1,0,113806,53.1000
  68 | 1,1,"Chaudanson, Miss. Victorine",female,36,0,0,PC 17608,262.3750
  69 | 1,1,"Cherry, Miss. Gladys",female,30,0,0,110152,86.5000
  70 | 1,1,"Chevre, Mr. Paul Romaine",male,45,0,0,PC 17594,29.7000
  71 | 1,1,"Chibnall, Mrs. (Edith Martha Bowerman)",female,0,0,1,113505,55.0000
  72 | 0,1,"Chisholm, Mr. Roderick Robert Crispin",male,0,0,0,112051,0.0000
  73 | 0,1,"Clark, Mr. Walter Miller",male,27,1,0,13508,136.7792
  74 | 1,1,"Clark, Mrs. Walter Miller (Virginia McDowell)",female,26,1,0,13508,136.7792
  75 | 1,1,"Cleaver, Miss. Alice",female,22,0,0,113781,151.5500
  76 | 0,1,"Clifford, Mr. George Quincy",male,0,0,0,110465,52.0000
  77 | 0,1,"Colley, Mr. Edward Pomeroy",male,47,0,0,5727,25.5875
  78 | 1,1,"Compton, Miss. Sara Rebecca",female,39,1,1,PC 17756,83.1583
  79 | 0,1,"Compton, Mr. Alexander Taylor Jr",male,37,1,1,PC 17756,83.1583
  80 | 1,1,"Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll)",female,64,0,2,PC 17756,83.1583
  81 | 1,1,"Cornell, Mrs. Robert Clifford (Malvina Helen Lamson)",female,55,2,0,11770,25.7000
  82 | 0,1,"Crafton, Mr. John Bertram",male,0,0,0,113791,26.5500
  83 | 0,1,"Crosby, Capt. Edward Gifford",male,70,1,1,WE/P 5735,71.0000
  84 | 1,1,"Crosby, Miss. Harriet R",female,36,0,2,WE/P 5735,71.0000
  85 | 1,1,"Crosby, Mrs. Edward Gifford (Catherine Elizabeth Halstead)",female,64,1,1,112901,26.5500
  86 | 0,1,"Cumings, Mr. John Bradley",male,39,1,0,PC 17599,71.2833
  87 | 1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833
  88 | 1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.5500
  89 | 1,1,"Daniel, Mr. Robert Williams",male,27,0,0,113804,30.5000
  90 | 1,1,"Daniels, Miss. Sarah",female,33,0,0,113781,151.5500
  91 | 0,1,"Davidson, Mr. Thornton",male,31,1,0,F.C. 12750,52.0000
  92 | 1,1,"Davidson, Mrs. Thornton (Orian Hays)",female,27,1,2,F.C. 12750,52.0000
  93 | 1,1,"Dick, Mr. Albert Adrian",male,31,1,0,17474,57.0000
  94 | 1,1,"Dick, Mrs. Albert Adrian (Vera Gillespie)",female,17,1,0,17474,57.0000
  95 | 1,1,"Dodge, Dr. Washington",male,53,1,1,33638,81.8583
  96 | 1,1,"Dodge, Master. Washington",male,4,0,2,33638,81.8583
  97 | 1,1,"Dodge, Mrs. Washington (Ruth Vidaver)",female,54,1,1,33638,81.8583
  98 | 0,1,"Douglas, Mr. Walter Donald",male,50,1,0,PC 17761,106.4250
  99 | 1,1,"Douglas, Mrs. Frederick Charles (Mary Helene Baxter)",female,27,1,1,PC 17558,247.5208
 100 | 1,1,"Douglas, Mrs. Walter Donald (Mahala Dutton)",female,48,1,0,PC 17761,106.4250
 101 | 1,1,"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")",female,48,1,0,11755,39.6000
 102 | 1,1,"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")",male,49,1,0,PC 17485,56.9292
 103 | 0,1,"Dulles, Mr. William Crothers",male,39,0,0,PC 17580,29.7000
 104 | 1,1,"Earnshaw, Mrs. Boulton (Olive Potter)",female,23,0,1,11767,83.1583
 105 | 1,1,"Endres, Miss. Caroline Louise",female,38,0,0,PC 17757,227.5250
 106 | 1,1,"Eustis, Miss. Elizabeth Mussey",female,54,1,0,36947,78.2667
 107 | 0,1,"Evans, Miss. Edith Corse",female,36,0,0,PC 17531,31.6792
 108 | 0,1,"Farthing, Mr. John",male,0,0,0,PC 17483,221.7792
 109 | 1,1,"Flegenheim, Mrs. Alfred (Antoinette)",female,0,0,0,PC 17598,31.6833
 110 | 1,1,"Fleming, Miss. Margaret",female,0,0,0,17421,110.8833
 111 | 1,1,"Flynn, Mr. John Irwin (""Irving"")",male,36,0,0,PC 17474,26.3875
 112 | 0,1,"Foreman, Mr. Benjamin Laventall",male,30,0,0,113051,27.7500
 113 | 1,1,"Fortune, Miss. Alice Elizabeth",female,24,3,2,19950,263.0000
 114 | 1,1,"Fortune, Miss. Ethel Flora",female,28,3,2,19950,263.0000
 115 | 1,1,"Fortune, Miss. Mabel Helen",female,23,3,2,19950,263.0000
 116 | 0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263.0000
 117 | 0,1,"Fortune, Mr. Mark",male,64,1,4,19950,263.0000
 118 | 1,1,"Fortune, Mrs. Mark (Mary McDougald)",female,60,1,4,19950,263.0000
 119 | 1,1,"Francatelli, Miss. Laura Mabel",female,30,0,0,PC 17485,56.9292
 120 | 0,1,"Franklin, Mr. Thomas Parham",male,0,0,0,113778,26.5500
 121 | 1,1,"Frauenthal, Dr. Henry William",male,50,2,0,PC 17611,133.6500
 122 | 1,1,"Frauenthal, Mr. Isaac Gerald",male,43,1,0,17765,27.7208
 123 | 1,1,"Frauenthal, Mrs. Henry William (Clara Heinsheimer)",female,0,1,0,PC 17611,133.6500
 124 | 1,1,"Frolicher, Miss. Hedwig Margaritha",female,22,0,2,13568,49.5000
 125 | 1,1,"Frolicher-Stehli, Mr. Maxmillian",male,60,1,1,13567,79.2000
 126 | 1,1,"Frolicher-Stehli, Mrs. Maxmillian (Margaretha Emerentia Stehli)",female,48,1,1,13567,79.2000
 127 | 0,1,"Fry, Mr. Richard",male,0,0,0,112058,0.0000
 128 | 0,1,"Futrelle, Mr. Jacques Heath",male,37,1,0,113803,53.1000
 129 | 1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1000
 130 | 0,1,"Gee, Mr. Arthur H",male,47,0,0,111320,38.5000
 131 | 1,1,"Geiger, Miss. Amalie",female,35,0,0,113503,211.5000
 132 | 1,1,"Gibson, Miss. Dorothy Winifred",female,22,0,1,112378,59.4000
 133 | 1,1,"Gibson, Mrs. Leonard (Pauline C Boeson)",female,45,0,1,112378,59.4000
 134 | 0,1,"Giglio, Mr. Victor",male,24,0,0,PC 17593,79.2000
 135 | 1,1,"Goldenberg, Mr. Samuel L",male,49,1,0,17453,89.1042
 136 | 1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,0,1,0,17453,89.1042
 137 | 0,1,"Goldschmidt, Mr. George B",male,71,0,0,PC 17754,34.6542
 138 | 1,1,"Gracie, Col. Archibald IV",male,53,0,0,113780,28.5000
 139 | 1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30.0000
 140 | 0,1,"Graham, Mr. George Edward",male,38,0,1,PC 17582,153.4625
 141 | 1,1,"Graham, Mrs. William Thompson (Edith Junkins)",female,58,0,1,PC 17582,153.4625
 142 | 1,1,"Greenfield, Mr. William Bertram",male,23,0,1,PC 17759,63.3583
 143 | 1,1,"Greenfield, Mrs. Leo David (Blanche Strouse)",female,45,0,1,PC 17759,63.3583
 144 | 0,1,"Guggenheim, Mr. Benjamin",male,46,0,0,PC 17593,79.2000
 145 | 1,1,"Harder, Mr. George Achilles",male,25,1,0,11765,55.4417
 146 | 1,1,"Harder, Mrs. George Achilles (Dorothy Annan)",female,25,1,0,11765,55.4417
 147 | 1,1,"Harper, Mr. Henry Sleeper",male,48,1,0,PC 17572,76.7292
 148 | 1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292
 149 | 0,1,"Harrington, Mr. Charles H",male,0,0,0,113796,42.4000
 150 | 0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.4750
 151 | 1,1,"Harris, Mrs. Henry Birkhardt (Irene Wallach)",female,35,1,0,36973,83.4750
 152 | 0,1,"Harrison, Mr. William",male,40,0,0,112059,0.0000
 153 | 1,1,"Hassab, Mr. Hammad",male,27,0,0,PC 17572,76.7292
 154 | 1,1,"Hawksford, Mr. Walter James",male,0,0,0,16988,30.0000
 155 | 1,1,"Hays, Miss. Margaret Bechstein",female,24,0,0,11767,83.1583
 156 | 0,1,"Hays, Mr. Charles Melville",male,55,1,1,12749,93.5000
 157 | 1,1,"Hays, Mrs. Charles Melville (Clara Jennings Gregg)",female,52,1,1,12749,93.5000
 158 | 0,1,"Head, Mr. Christopher",male,42,0,0,113038,42.5000
 159 | 0,1,"Hilliard, Mr. Herbert Henry",male,0,0,0,17463,51.8625
 160 | 0,1,"Hipkins, Mr. William Edward",male,55,0,0,680,50.0000
 161 | 1,1,"Hippach, Miss. Jean Gertrude",female,16,0,1,111361,57.9792
 162 | 1,1,"Hippach, Mrs. Louis Albert (Ida Sophia Fischer)",female,44,0,1,111361,57.9792
 163 | 1,1,"Hogeboom, Mrs. John C (Anna Andrews)",female,51,1,0,13502,77.9583
 164 | 0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52.0000
 165 | 1,1,"Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",female,35,1,0,113789,52.0000
 166 | 1,1,"Homer, Mr. Harry (""Mr E Haven"")",male,35,0,0,111426,26.5500
 167 | 1,1,"Hoyt, Mr. Frederick Maxfield",male,38,1,0,19943,90.0000
 168 | 0,1,"Hoyt, Mr. William Fisher",male,0,0,0,PC 17600,30.6958
 169 | 1,1,"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",female,35,1,0,19943,90.0000
 170 | 1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80.0000
 171 | 0,1,"Isham, Miss. Ann Elizabeth",female,50,0,0,PC 17595,28.7125
 172 | 1,1,"Ismay, Mr. Joseph Bruce",male,49,0,0,112058,0.0000
 173 | 0,1,"Jones, Mr. Charles Cresson",male,46,0,0,694,26.0000
 174 | 0,1,"Julian, Mr. Henry Forbes",male,50,0,0,113044,26.0000
 175 | 0,1,"Keeping, Mr. Edwin",male,32.5,0,0,113503,211.5000
 176 | 0,1,"Kent, Mr. Edward Austin",male,58,0,0,11771,29.7000
 177 | 0,1,"Kenyon, Mr. Frederick R",male,41,1,0,17464,51.8625
 178 | 1,1,"Kenyon, Mrs. Frederick R (Marion)",female,0,1,0,17464,51.8625
 179 | 1,1,"Kimball, Mr. Edwin Nelson Jr",male,42,1,0,11753,52.5542
 180 | 1,1,"Kimball, Mrs. Edwin Nelson Jr (Gertrude Parsons)",female,45,1,0,11753,52.5542
 181 | 0,1,"Klaber, Mr. Herman",male,0,0,0,113028,26.5500
 182 | 1,1,"Kreuchen, Miss. Emilie",female,39,0,0,24160,211.3375
 183 | 1,1,"Leader, Dr. Alice (Farnham)",female,49,0,0,17465,25.9292
 184 | 1,1,"LeRoy, Miss. Bertha",female,30,0,0,PC 17761,106.4250
 185 | 1,1,"Lesurer, Mr. Gustave J",male,35,0,0,PC 17755,512.3292
 186 | 0,1,"Lewy, Mr. Ervin G",male,0,0,0,PC 17612,27.7208
 187 | 0,1,"Lindeberg-Lind, Mr. Erik Gustaf (""Mr Edward Lingrey"")",male,42,0,0,17475,26.5500
 188 | 1,1,"Lindstrom, Mrs. Carl Johan (Sigrid Posse)",female,55,0,0,112377,27.7208
 189 | 1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4000
 190 | 1,1,"Lines, Mrs. Ernest H (Elizabeth Lindsey James)",female,51,0,1,PC 17592,39.4000
 191 | 0,1,"Long, Mr. Milton Clyde",male,29,0,0,113501,30.0000
 192 | 1,1,"Longley, Miss. Gretchen Fiske",female,21,0,0,13502,77.9583
 193 | 0,1,"Loring, Mr. Joseph Holland",male,30,0,0,113801,45.5000
 194 | 1,1,"Lurette, Miss. Elise",female,58,0,0,PC 17569,146.5208
 195 | 1,1,"Madill, Miss. Georgette Alexandra",female,15,0,1,24160,211.3375
 196 | 0,1,"Maguire, Mr. John Edward",male,30,0,0,110469,26.0000
 197 | 1,1,"Maioni, Miss. Roberta",female,16,0,0,110152,86.5000
 198 | 1,1,"Marechal, Mr. Pierre",male,0,0,0,11774,29.7000
 199 | 0,1,"Marvin, Mr. Daniel Warner",male,19,1,0,113773,53.1000
 200 | 1,1,"Marvin, Mrs. Daniel Warner (Mary Graham Carmichael Farquarson)",female,18,1,0,113773,53.1000
 201 | 1,1,"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")",female,24,0,0,PC 17482,49.5042
 202 | 0,1,"McCaffry, Mr. Thomas Francis",male,46,0,0,13050,75.2417
 203 | 0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625
 204 | 1,1,"McGough, Mr. James Robert",male,36,0,0,PC 17473,26.2875
 205 | 0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708
 206 | 1,1,"Meyer, Mrs. Edgar Joseph (Leila Saks)",female,0,1,0,PC 17604,82.1708
 207 | 0,1,"Millet, Mr. Francis Davis",male,65,0,0,13509,26.5500
 208 | 0,1,"Minahan, Dr. William Edward",male,44,2,0,19928,90.0000
 209 | 1,1,"Minahan, Miss. Daisy E",female,33,1,0,19928,90.0000
 210 | 1,1,"Minahan, Mrs. William Edward (Lillian E Thorpe)",female,37,1,0,19928,90.0000
 211 | 1,1,"Mock, Mr. Philipp Edmund",male,30,1,0,13236,57.7500
 212 | 0,1,"Molson, Mr. Harry Markland",male,55,0,0,113787,30.5000
 213 | 0,1,"Moore, Mr. Clarence Bloomfield",male,47,0,0,113796,42.4000
 214 | 0,1,"Natsch, Mr. Charles H",male,37,0,1,PC 17596,29.7000
 215 | 1,1,"Newell, Miss. Madeleine",female,31,1,0,35273,113.2750
 216 | 1,1,"Newell, Miss. Marjorie",female,23,1,0,35273,113.2750
 217 | 0,1,"Newell, Mr. Arthur Webster",male,58,0,2,35273,113.2750
 218 | 1,1,"Newsom, Miss. Helen Monypeny",female,19,0,2,11752,26.2833
 219 | 0,1,"Nicholson, Mr. Arthur Ernest",male,64,0,0,693,26.0000
 220 | 1,1,"Oliva y Ocana, Dona. Fermina",female,39,0,0,PC 17758,108.9000
 221 | 1,1,"Omont, Mr. Alfred Fernand",male,0,0,0,F.C. 12998,25.7417
 222 | 1,1,"Ostby, Miss. Helene Ragnhild",female,22,0,1,113509,61.9792
 223 | 0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792
 224 | 0,1,"Ovies y Rodriguez, Mr. Servando",male,28.5,0,0,PC 17562,27.7208
 225 | 0,1,"Parr, Mr. William Henry Marsh",male,0,0,0,112052,0.0000
 226 | 0,1,"Partner, Mr. Austen",male,45.5,0,0,113043,28.5000
 227 | 0,1,"Payne, Mr. Vivian Ponsonby",male,23,0,0,12749,93.5000
 228 | 0,1,"Pears, Mr. Thomas Clinton",male,29,1,0,113776,66.6000
 229 | 1,1,"Pears, Mrs. Thomas (Edith Wearne)",female,22,1,0,113776,66.6000
 230 | 0,1,"Penasco y Castellana, Mr. Victor de Satode",male,18,1,0,PC 17758,108.9000
 231 | 1,1,"Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",female,17,1,0,PC 17758,108.9000
 232 | 1,1,"Perreault, Miss. Anne",female,30,0,0,12749,93.5000
 233 | 1,1,"Peuchen, Major. Arthur Godfrey",male,52,0,0,113786,30.5000
 234 | 0,1,"Porter, Mr. Walter Chamberlain",male,47,0,0,110465,52.0000
 235 | 1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583
 236 | 0,1,"Reuchlin, Jonkheer. John George",male,38,0,0,19972,0.0000
 237 | 1,1,"Rheims, Mr. George Alexander Lucien",male,0,0,0,PC 17607,39.6000
 238 | 0,1,"Ringhini, Mr. Sante",male,22,0,0,PC 17760,135.6333
 239 | 0,1,"Robbins, Mr. Victor",male,0,0,0,PC 17757,227.5250
 240 | 1,1,"Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)",female,43,0,1,24160,211.3375
 241 | 0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958
 242 | 1,1,"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")",male,45,0,0,111428,26.5500
 243 | 0,1,"Rood, Mr. Hugh Roscoe",male,0,0,0,113767,50.0000
 244 | 1,1,"Rosenbaum, Miss. Edith Louise",female,33,0,0,PC 17613,27.7208
 245 | 0,1,"Rosenshine, Mr. George (""Mr George Thorne"")",male,46,0,0,PC 17585,79.2000
 246 | 0,1,"Ross, Mr. John Hugo",male,36,0,0,13049,40.1250
 247 | 1,1,"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)",female,33,0,0,110152,86.5000
 248 | 0,1,"Rothschild, Mr. Martin",male,55,1,0,PC 17603,59.4000
 249 | 1,1,"Rothschild, Mrs. Martin (Elizabeth L. Barrett)",female,54,1,0,PC 17603,59.4000
 250 | 0,1,"Rowe, Mr. Alfred G",male,33,0,0,113790,26.5500
 251 | 1,1,"Ryerson, Master. John Borie",male,13,2,2,PC 17608,262.3750
 252 | 1,1,"Ryerson, Miss. Emily Borie",female,18,2,2,PC 17608,262.3750
 253 | 1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21,2,2,PC 17608,262.3750
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 805 | 0,3,"Foley, Mr. Joseph",male,26,0,0,330910,7.8792
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 807 | 1,3,"Foo, Mr. Choong",male,0,0,0,1601,56.4958
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 816 | 0,3,"Gallagher, Mr. Martin",male,25,0,0,36864,7.7417
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 821 | 1,3,"Glynn, Miss. Mary Agatha",female,0,0,0,335677,7.7500
 822 | 1,3,"Goldsmith, Master. Frank John William ""Frankie""",male,9,0,2,363291,20.5250
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 824 | 0,3,"Goldsmith, Mr. Nathan",male,41,0,0,SOTON/O.Q. 3101263,7.8500
 825 | 1,3,"Goldsmith, Mrs. Frank John (Emily Alice Brown)",female,31,1,1,363291,20.5250
 826 | 0,3,"Goncalves, Mr. Manuel Estanslas",male,38,0,0,SOTON/O.Q. 3101306,7.0500
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 831 | 0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9000
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 834 | 0,3,"Goodwin, Mrs. Frederick (Augusta Tyler)",female,43,1,6,CA 2144,46.9000
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 836 | 0,3,"Gronnestad, Mr. Daniel Danielsen",male,32,0,0,8471,8.3625
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 845 | 0,3,"Hagland, Mr. Konrad Mathias Reiersen",male,0,1,0,65304,19.9667
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 847 | 1,3,"Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)",female,24,1,0,STON/O2. 3101279,15.8500
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 857 | 0,3,"Hassan, Mr. Houssein G N",male,11,0,0,2699,18.7875
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 910 | 0,3,"Jussila, Miss. Mari Aina",female,21,1,0,4137,9.8250
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1000 | 0,3,"Matinoff, Mr. Nicola",male,0,0,0,349255,7.8958
1001 | 1,3,"McCarthy, Miss. Catherine ""Katie""",female,0,0,0,383123,7.7500
1002 | 1,3,"McCormack, Mr. Thomas Joseph",male,0,0,0,367228,7.7500
1003 | 1,3,"McCoy, Miss. Agnes",female,0,2,0,367226,23.2500
1004 | 1,3,"McCoy, Miss. Alicia",female,0,2,0,367226,23.2500
1005 | 1,3,"McCoy, Mr. Bernard",male,0,2,0,367226,23.2500
1006 | 1,3,"McDermott, Miss. Brigdet Delia",female,0,0,0,330932,7.7875
1007 | 0,3,"McEvoy, Mr. Michael",male,0,0,0,36568,15.5000
1008 | 1,3,"McGovern, Miss. Mary",female,0,0,0,330931,7.8792
1009 | 1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292
1010 | 0,3,"McGowan, Miss. Katherine",female,35,0,0,9232,7.7500
1011 | 0,3,"McMahon, Mr. Martin",male,0,0,0,370372,7.7500
1012 | 0,3,"McNamee, Mr. Neal",male,24,1,0,376566,16.1000
1013 | 0,3,"McNamee, Mrs. Neal (Eileen O'Leary)",female,19,1,0,376566,16.1000
1014 | 0,3,"McNeill, Miss. Bridget",female,0,0,0,370368,7.7500
1015 | 0,3,"Meanwell, Miss. (Marion Ogden)",female,0,0,0,SOTON/O.Q. 392087,8.0500
1016 | 0,3,"Meek, Mrs. Thomas (Annie Louise Rowley)",female,0,0,0,343095,8.0500
1017 | 0,3,"Meo, Mr. Alfonzo",male,55.5,0,0,A.5. 11206,8.0500
1018 | 0,3,"Mernagh, Mr. Robert",male,0,0,0,368703,7.7500
1019 | 1,3,"Midtsjo, Mr. Karl Albert",male,21,0,0,345501,7.7750
1020 | 0,3,"Miles, Mr. Frank",male,0,0,0,359306,8.0500
1021 | 0,3,"Mineff, Mr. Ivan",male,24,0,0,349233,7.8958
1022 | 0,3,"Minkoff, Mr. Lazar",male,21,0,0,349211,7.8958
1023 | 0,3,"Mionoff, Mr. Stoytcho",male,28,0,0,349207,7.8958
1024 | 0,3,"Mitkoff, Mr. Mito",male,0,0,0,349221,7.8958
1025 | 1,3,"Mockler, Miss. Helen Mary ""Ellie""",female,0,0,0,330980,7.8792
1026 | 0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.6500
1027 | 1,3,"Moor, Master. Meier",male,6,0,1,392096,12.4750
1028 | 1,3,"Moor, Mrs. (Beila)",female,27,0,1,392096,12.4750
1029 | 0,3,"Moore, Mr. Leonard Charles",male,0,0,0,A4. 54510,8.0500
1030 | 1,3,"Moran, Miss. Bertha",female,0,1,0,371110,24.1500
1031 | 0,3,"Moran, Mr. Daniel J",male,0,1,0,371110,24.1500
1032 | 0,3,"Moran, Mr. James",male,0,0,0,330877,8.4583
1033 | 0,3,"Morley, Mr. William",male,34,0,0,364506,8.0500
1034 | 0,3,"Morrow, Mr. Thomas Rowan",male,0,0,0,372622,7.7500
1035 | 1,3,"Moss, Mr. Albert Johan",male,0,0,0,312991,7.7750
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1037 | 1,3,"Moubarek, Master. Halim Gonios (""William George"")",male,0,1,1,2661,15.2458
1038 | 1,3,"Moubarek, Mrs. George (Omine ""Amenia"" Alexander)",female,0,0,2,2661,15.2458
1039 | 1,3,"Moussa, Mrs. (Mantoura Boulos)",female,0,0,0,2626,7.2292
1040 | 0,3,"Moutal, Mr. Rahamin Haim",male,0,0,0,374746,8.0500
1041 | 1,3,"Mullens, Miss. Katherine ""Katie""",female,0,0,0,35852,7.7333
1042 | 1,3,"Mulvihill, Miss. Bertha E",female,24,0,0,382653,7.7500
1043 | 0,3,"Murdlin, Mr. Joseph",male,0,0,0,A./5. 3235,8.0500
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1045 | 1,3,"Murphy, Miss. Margaret Jane",female,0,1,0,367230,15.5000
1046 | 1,3,"Murphy, Miss. Nora",female,0,0,0,36568,15.5000
1047 | 0,3,"Myhrman, Mr. Pehr Fabian Oliver Malkolm",male,18,0,0,347078,7.7500
1048 | 0,3,"Naidenoff, Mr. Penko",male,22,0,0,349206,7.8958
1049 | 1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.2250
1050 | 1,3,"Nakid, Miss. Maria (""Mary"")",female,1,0,2,2653,15.7417
1051 | 1,3,"Nakid, Mr. Sahid",male,20,1,1,2653,15.7417
1052 | 1,3,"Nakid, Mrs. Said (Waika ""Mary"" Mowad)",female,19,1,1,2653,15.7417
1053 | 0,3,"Nancarrow, Mr. William Henry",male,33,0,0,A./5. 3338,8.0500
1054 | 0,3,"Nankoff, Mr. Minko",male,0,0,0,349218,7.8958
1055 | 0,3,"Nasr, Mr. Mustafa",male,0,0,0,2652,7.2292
1056 | 0,3,"Naughton, Miss. Hannah",female,0,0,0,365237,7.7500
1057 | 0,3,"Nenkoff, Mr. Christo",male,0,0,0,349234,7.8958
1058 | 1,3,"Nicola-Yarred, Master. Elias",male,12,1,0,2651,11.2417
1059 | 1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417
1060 | 0,3,"Nieminen, Miss. Manta Josefina",female,29,0,0,3101297,7.9250
1061 | 0,3,"Niklasson, Mr. Samuel",male,28,0,0,363611,8.0500
1062 | 1,3,"Nilsson, Miss. Berta Olivia",female,18,0,0,347066,7.7750
1063 | 1,3,"Nilsson, Miss. Helmina Josefina",female,26,0,0,347470,7.8542
1064 | 0,3,"Nilsson, Mr. August Ferdinand",male,21,0,0,350410,7.8542
1065 | 0,3,"Nirva, Mr. Iisakki Antino Aijo",male,41,0,0,SOTON/O2 3101272,7.1250
1066 | 1,3,"Niskanen, Mr. Juha",male,39,0,0,STON/O 2. 3101289,7.9250
1067 | 0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8000
1068 | 0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292
1069 | 1,3,"Nysten, Miss. Anna Sofia",female,22,0,0,347081,7.7500
1070 | 0,3,"Nysveen, Mr. Johan Hansen",male,61,0,0,345364,6.2375
1071 | 0,3,"O'Brien, Mr. Thomas",male,0,1,0,370365,15.5000
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1076 | 0,3,"O'Connor, Mr. Patrick",male,0,0,0,366713,7.7500
1077 | 0,3,"Odahl, Mr. Nils Martin",male,23,0,0,7267,9.2250
1078 | 0,3,"O'Donoghue, Ms. Bridget",female,0,0,0,364856,7.7500
1079 | 1,3,"O'Driscoll, Miss. Bridget",female,0,0,0,14311,7.7500
1080 | 1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,0,0,0,330959,7.8792
1081 | 1,3,"Ohman, Miss. Velin",female,22,0,0,347085,7.7750
1082 | 1,3,"O'Keefe, Mr. Patrick",male,0,0,0,368402,7.7500
1083 | 1,3,"O'Leary, Miss. Hanora ""Norah""",female,0,0,0,330919,7.8292
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1085 | 0,3,"Olsen, Mr. Henry Margido",male,28,0,0,C 4001,22.5250
1086 | 0,3,"Olsen, Mr. Karl Siegwart Andreas",male,42,0,1,4579,8.4042
1087 | 0,3,"Olsen, Mr. Ole Martin",male,0,0,0,Fa 265302,7.3125
1088 | 0,3,"Olsson, Miss. Elina",female,31,0,0,350407,7.8542
1089 | 0,3,"Olsson, Mr. Nils Johan Goransson",male,28,0,0,347464,7.8542
1090 | 1,3,"Olsson, Mr. Oscar Wilhelm",male,32,0,0,347079,7.7750
1091 | 0,3,"Olsvigen, Mr. Thor Anderson",male,20,0,0,6563,9.2250
1092 | 0,3,"Oreskovic, Miss. Jelka",female,23,0,0,315085,8.6625
1093 | 0,3,"Oreskovic, Miss. Marija",female,20,0,0,315096,8.6625
1094 | 0,3,"Oreskovic, Mr. Luka",male,20,0,0,315094,8.6625
1095 | 0,3,"Osen, Mr. Olaf Elon",male,16,0,0,7534,9.2167
1096 | 1,3,"Osman, Mrs. Mara",female,31,0,0,349244,8.6833
1097 | 0,3,"O'Sullivan, Miss. Bridget Mary",female,0,0,0,330909,7.6292
1098 | 0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.0750
1099 | 0,3,"Palsson, Master. Paul Folke",male,6,3,1,349909,21.0750
1100 | 0,3,"Palsson, Miss. Stina Viola",female,3,3,1,349909,21.0750
1101 | 0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.0750
1102 | 0,3,"Palsson, Mrs. Nils (Alma Cornelia Berglund)",female,29,0,4,349909,21.0750
1103 | 0,3,"Panula, Master. Eino Viljami",male,1,4,1,3101295,39.6875
1104 | 0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875
1105 | 0,3,"Panula, Master. Urho Abraham",male,2,4,1,3101295,39.6875
1106 | 0,3,"Panula, Mr. Ernesti Arvid",male,16,4,1,3101295,39.6875
1107 | 0,3,"Panula, Mr. Jaako Arnold",male,14,4,1,3101295,39.6875
1108 | 0,3,"Panula, Mrs. Juha (Maria Emilia Ojala)",female,41,0,5,3101295,39.6875
1109 | 0,3,"Pasic, Mr. Jakob",male,21,0,0,315097,8.6625
1110 | 0,3,"Patchett, Mr. George",male,19,0,0,358585,14.5000
1111 | 0,3,"Paulner, Mr. Uscher",male,0,0,0,3411,8.7125
1112 | 0,3,"Pavlovic, Mr. Stefo",male,32,0,0,349242,7.8958
1113 | 0,3,"Peacock, Master. Alfred Edward",male,0.75,1,1,SOTON/O.Q. 3101315,13.7750
1114 | 0,3,"Peacock, Miss. Treasteall",female,3,1,1,SOTON/O.Q. 3101315,13.7750
1115 | 0,3,"Peacock, Mrs. Benjamin (Edith Nile)",female,26,0,2,SOTON/O.Q. 3101315,13.7750
1116 | 0,3,"Pearce, Mr. Ernest",male,0,0,0,343271,7.0000
1117 | 0,3,"Pedersen, Mr. Olaf",male,0,0,0,345498,7.7750
1118 | 0,3,"Peduzzi, Mr. Joseph",male,0,0,0,A/5 2817,8.0500
1119 | 0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.9250
1120 | 0,3,"Peltomaki, Mr. Nikolai Johannes",male,25,0,0,STON/O 2. 3101291,7.9250
1121 | 0,3,"Perkin, Mr. John Henry",male,22,0,0,A/5 21174,7.2500
1122 | 1,3,"Persson, Mr. Ernst Ulrik",male,25,1,0,347083,7.7750
1123 | 1,3,"Peter, Master. Michael J",male,0,1,1,2668,22.3583
1124 | 1,3,"Peter, Miss. Anna",female,0,1,1,2668,22.3583
1125 | 1,3,"Peter, Mrs. Catherine (Catherine Rizk)",female,0,0,2,2668,22.3583
1126 | 0,3,"Peters, Miss. Katie",female,0,0,0,330935,8.1375
1127 | 0,3,"Petersen, Mr. Marius",male,24,0,0,342441,8.0500
1128 | 0,3,"Petranec, Miss. Matilda",female,28,0,0,349245,7.8958
1129 | 0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958
1130 | 0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,0,0,0,349215,7.8958
1131 | 0,3,"Petterson, Mr. Johan Emil",male,25,1,0,347076,7.7750
1132 | 0,3,"Pettersson, Miss. Ellen Natalia",female,18,0,0,347087,7.7750
1133 | 1,3,"Pickard, Mr. Berk (Berk Trembisky)",male,32,0,0,SOTON/O.Q. 392078,8.0500
1134 | 0,3,"Plotcharsky, Mr. Vasil",male,0,0,0,349227,7.8958
1135 | 0,3,"Pokrnic, Mr. Mate",male,17,0,0,315095,8.6625
1136 | 0,3,"Pokrnic, Mr. Tome",male,24,0,0,315092,8.6625
1137 | 0,3,"Radeff, Mr. Alexander",male,0,0,0,349223,7.8958
1138 | 0,3,"Rasmussen, Mrs. (Lena Jacobsen Solvang)",female,0,0,0,65305,8.1125
1139 | 0,3,"Razi, Mr. Raihed",male,0,0,0,2629,7.2292
1140 | 0,3,"Reed, Mr. James George",male,0,0,0,362316,7.2500
1141 | 0,3,"Rekic, Mr. Tido",male,38,0,0,349249,7.8958
1142 | 0,3,"Reynolds, Mr. Harold J",male,21,0,0,342684,8.0500
1143 | 0,3,"Rice, Master. Albert",male,10,4,1,382652,29.1250
1144 | 0,3,"Rice, Master. Arthur",male,4,4,1,382652,29.1250
1145 | 0,3,"Rice, Master. Eric",male,7,4,1,382652,29.1250
1146 | 0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.1250
1147 | 0,3,"Rice, Master. George Hugh",male,8,4,1,382652,29.1250
1148 | 0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.1250
1149 | 0,3,"Riihivouri, Miss. Susanna Juhantytar ""Sanni""",female,22,0,0,3101295,39.6875
1150 | 0,3,"Rintamaki, Mr. Matti",male,35,0,0,STON/O 2. 3101273,7.1250
1151 | 1,3,"Riordan, Miss. Johanna ""Hannah""",female,0,0,0,334915,7.7208
1152 | 0,3,"Risien, Mr. Samuel Beard",male,0,0,0,364498,14.5000
1153 | 0,3,"Risien, Mrs. Samuel (Emma)",female,0,0,0,364498,14.5000
1154 | 0,3,"Robins, Mr. Alexander A",male,50,1,0,A/5. 3337,14.5000
1155 | 0,3,"Robins, Mrs. Alexander A (Grace Charity Laury)",female,47,1,0,A/5. 3337,14.5000
1156 | 0,3,"Rogers, Mr. William John",male,0,0,0,S.C./A.4. 23567,8.0500
1157 | 0,3,"Rommetvedt, Mr. Knud Paust",male,0,0,0,312993,7.7750
1158 | 0,3,"Rosblom, Miss. Salli Helena",female,2,1,1,370129,20.2125
1159 | 0,3,"Rosblom, Mr. Viktor Richard",male,18,1,1,370129,20.2125
1160 | 0,3,"Rosblom, Mrs. Viktor (Helena Wilhelmina)",female,41,0,2,370129,20.2125
1161 | 1,3,"Roth, Miss. Sarah A",female,0,0,0,342712,8.0500
1162 | 0,3,"Rouse, Mr. Richard Henry",male,50,0,0,A/5 3594,8.0500
1163 | 0,3,"Rush, Mr. Alfred George John",male,16,0,0,A/4. 20589,8.0500
1164 | 1,3,"Ryan, Mr. Edward",male,0,0,0,383162,7.7500
1165 | 0,3,"Ryan, Mr. Patrick",male,0,0,0,371110,24.1500
1166 | 0,3,"Saad, Mr. Amin",male,0,0,0,2671,7.2292
1167 | 0,3,"Saad, Mr. Khalil",male,25,0,0,2672,7.2250
1168 | 0,3,"Saade, Mr. Jean Nassr",male,0,0,0,2676,7.2250
1169 | 0,3,"Sadlier, Mr. Matthew",male,0,0,0,367655,7.7292
1170 | 0,3,"Sadowitz, Mr. Harry",male,0,0,0,LP 1588,7.5750
1171 | 0,3,"Saether, Mr. Simon Sivertsen",male,38.5,0,0,SOTON/O.Q. 3101262,7.2500
1172 | 0,3,"Sage, Master. Thomas Henry",male,0,8,2,CA. 2343,69.5500
1173 | 0,3,"Sage, Master. William Henry",male,14.5,8,2,CA. 2343,69.5500
1174 | 0,3,"Sage, Miss. Ada",female,0,8,2,CA. 2343,69.5500
1175 | 0,3,"Sage, Miss. Constance Gladys",female,0,8,2,CA. 2343,69.5500
1176 | 0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,0,8,2,CA. 2343,69.5500
1177 | 0,3,"Sage, Miss. Stella Anna",female,0,8,2,CA. 2343,69.5500
1178 | 0,3,"Sage, Mr. Douglas Bullen",male,0,8,2,CA. 2343,69.5500
1179 | 0,3,"Sage, Mr. Frederick",male,0,8,2,CA. 2343,69.5500
1180 | 0,3,"Sage, Mr. George John Jr",male,0,8,2,CA. 2343,69.5500
1181 | 0,3,"Sage, Mr. John George",male,0,1,9,CA. 2343,69.5500
1182 | 0,3,"Sage, Mrs. John (Annie Bullen)",female,0,1,9,CA. 2343,69.5500
1183 | 0,3,"Salander, Mr. Karl Johan",male,24,0,0,7266,9.3250
1184 | 1,3,"Salkjelsvik, Miss. Anna Kristine",female,21,0,0,343120,7.6500
1185 | 0,3,"Salonen, Mr. Johan Werner",male,39,0,0,3101296,7.9250
1186 | 0,3,"Samaan, Mr. Elias",male,0,2,0,2662,21.6792
1187 | 0,3,"Samaan, Mr. Hanna",male,0,2,0,2662,21.6792
1188 | 0,3,"Samaan, Mr. Youssef",male,0,2,0,2662,21.6792
1189 | 1,3,"Sandstrom, Miss. Beatrice Irene",female,1,1,1,PP 9549,16.7000
1190 | 1,3,"Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",female,24,0,2,PP 9549,16.7000
1191 | 1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7000
1192 | 1,3,"Sap, Mr. Julius",male,25,0,0,345768,9.5000
1193 | 0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.0500
1194 | 0,3,"Sawyer, Mr. Frederick Charles",male,24.5,0,0,342826,8.0500
1195 | 0,3,"Scanlan, Mr. James",male,0,0,0,36209,7.7250
1196 | 0,3,"Sdycoff, Mr. Todor",male,0,0,0,349222,7.8958
1197 | 0,3,"Shaughnessy, Mr. Patrick",male,0,0,0,370374,7.7500
1198 | 1,3,"Sheerlinck, Mr. Jan Baptist",male,29,0,0,345779,9.5000
1199 | 0,3,"Shellard, Mr. Frederick William",male,0,0,0,C.A. 6212,15.1000
1200 | 1,3,"Shine, Miss. Ellen Natalia",female,0,0,0,330968,7.7792
1201 | 0,3,"Shorney, Mr. Charles Joseph",male,0,0,0,374910,8.0500
1202 | 0,3,"Simmons, Mr. John",male,0,0,0,SOTON/OQ 392082,8.0500
1203 | 0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292
1204 | 0,3,"Sirota, Mr. Maurice",male,0,0,0,392092,8.0500
1205 | 0,3,"Sivic, Mr. Husein",male,40,0,0,349251,7.8958
1206 | 0,3,"Sivola, Mr. Antti Wilhelm",male,21,0,0,STON/O 2. 3101280,7.9250
1207 | 1,3,"Sjoblom, Miss. Anna Sofia",female,18,0,0,3101265,7.4958
1208 | 0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9000
1209 | 0,3,"Skoog, Master. Karl Thorsten",male,10,3,2,347088,27.9000
1210 | 0,3,"Skoog, Miss. Mabel",female,9,3,2,347088,27.9000
1211 | 0,3,"Skoog, Miss. Margit Elizabeth",female,2,3,2,347088,27.9000
1212 | 0,3,"Skoog, Mr. Wilhelm",male,40,1,4,347088,27.9000
1213 | 0,3,"Skoog, Mrs. William (Anna Bernhardina Karlsson)",female,45,1,4,347088,27.9000
1214 | 0,3,"Slabenoff, Mr. Petco",male,0,0,0,349214,7.8958
1215 | 0,3,"Slocovski, Mr. Selman Francis",male,0,0,0,SOTON/OQ 392086,8.0500
1216 | 0,3,"Smiljanic, Mr. Mile",male,0,0,0,315037,8.6625
1217 | 0,3,"Smith, Mr. Thomas",male,0,0,0,384461,7.7500
1218 | 1,3,"Smyth, Miss. Julia",female,0,0,0,335432,7.7333
1219 | 0,3,"Soholt, Mr. Peter Andreas Lauritz Andersen",male,19,0,0,348124,7.6500
1220 | 0,3,"Somerton, Mr. Francis William",male,30,0,0,A.5. 18509,8.0500
1221 | 0,3,"Spector, Mr. Woolf",male,0,0,0,A.5. 3236,8.0500
1222 | 0,3,"Spinner, Mr. Henry John",male,32,0,0,STON/OQ. 369943,8.0500
1223 | 0,3,"Staneff, Mr. Ivan",male,0,0,0,349208,7.8958
1224 | 0,3,"Stankovic, Mr. Ivan",male,33,0,0,349239,8.6625
1225 | 1,3,"Stanley, Miss. Amy Zillah Elsie",female,23,0,0,CA. 2314,7.5500
1226 | 0,3,"Stanley, Mr. Edward Roland",male,21,0,0,A/4 45380,8.0500
1227 | 0,3,"Storey, Mr. Thomas",male,60.5,0,0,3701,7.8958
1228 | 0,3,"Stoytcheff, Mr. Ilia",male,19,0,0,349205,7.8958
1229 | 0,3,"Strandberg, Miss. Ida Sofia",female,22,0,0,7553,9.8375
1230 | 1,3,"Stranden, Mr. Juho",male,31,0,0,STON/O 2. 3101288,7.9250
1231 | 0,3,"Strilic, Mr. Ivan",male,27,0,0,315083,8.6625
1232 | 0,3,"Strom, Miss. Telma Matilda",female,2,0,1,347054,10.4625
1233 | 0,3,"Strom, Mrs. Wilhelm (Elna Matilda Persson)",female,29,1,1,347054,10.4625
1234 | 1,3,"Sunderland, Mr. Victor Francis",male,16,0,0,SOTON/OQ 392089,8.0500
1235 | 1,3,"Sundman, Mr. Johan Julian",male,44,0,0,STON/O 2. 3101269,7.9250
1236 | 0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.0500
1237 | 0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.7750
1238 | 1,3,"Svensson, Mr. Johan Cervin",male,14,0,0,7538,9.2250
1239 | 0,3,"Svensson, Mr. Olof",male,24,0,0,350035,7.7958
1240 | 1,3,"Tenglin, Mr. Gunnar Isidor",male,25,0,0,350033,7.7958
1241 | 0,3,"Theobald, Mr. Thomas Leonard",male,34,0,0,363294,8.0500
1242 | 1,3,"Thomas, Master. Assad Alexander",male,0.4167,0,1,2625,8.5167
1243 | 0,3,"Thomas, Mr. Charles P",male,0,1,0,2621,6.4375
1244 | 0,3,"Thomas, Mr. John",male,0,0,0,2681,6.4375
1245 | 0,3,"Thomas, Mr. Tannous",male,0,0,0,2684,7.2250
1246 | 1,3,"Thomas, Mrs. Alexander (Thamine ""Thelma"")",female,16,1,1,2625,8.5167
1247 | 0,3,"Thomson, Mr. Alexander Morrison",male,0,0,0,32302,8.0500
1248 | 0,3,"Thorneycroft, Mr. Percival",male,0,1,0,376564,16.1000
1249 | 1,3,"Thorneycroft, Mrs. Percival (Florence Kate White)",female,0,1,0,376564,16.1000
1250 | 0,3,"Tikkanen, Mr. Juho",male,32,0,0,STON/O 2. 3101293,7.9250
1251 | 0,3,"Tobin, Mr. Roger",male,0,0,0,383121,7.7500
1252 | 0,3,"Todoroff, Mr. Lalio",male,0,0,0,349216,7.8958
1253 | 0,3,"Tomlin, Mr. Ernest Portage",male,30.5,0,0,364499,8.0500
1254 | 0,3,"Torber, Mr. Ernst William",male,44,0,0,364511,8.0500
1255 | 0,3,"Torfa, Mr. Assad",male,0,0,0,2673,7.2292
1256 | 1,3,"Tornquist, Mr. William Henry",male,25,0,0,LINE,0.0000
1257 | 0,3,"Toufik, Mr. Nakli",male,0,0,0,2641,7.2292
1258 | 1,3,"Touma, Master. Georges Youssef",male,7,1,1,2650,15.2458
1259 | 1,3,"Touma, Miss. Maria Youssef",female,9,1,1,2650,15.2458
1260 | 1,3,"Touma, Mrs. Darwis (Hanne Youssef Razi)",female,29,0,2,2650,15.2458
1261 | 0,3,"Turcin, Mr. Stjepan",male,36,0,0,349247,7.8958
1262 | 1,3,"Turja, Miss. Anna Sofia",female,18,0,0,4138,9.8417
1263 | 1,3,"Turkula, Mrs. (Hedwig)",female,63,0,0,4134,9.5875
1264 | 0,3,"van Billiard, Master. James William",male,0,1,1,A/5. 851,14.5000
1265 | 0,3,"van Billiard, Master. Walter John",male,11.5,1,1,A/5. 851,14.5000
1266 | 0,3,"van Billiard, Mr. Austin Blyler",male,40.5,0,2,A/5. 851,14.5000
1267 | 0,3,"Van Impe, Miss. Catharina",female,10,0,2,345773,24.1500
1268 | 0,3,"Van Impe, Mr. Jean Baptiste",male,36,1,1,345773,24.1500
1269 | 0,3,"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)",female,30,1,1,345773,24.1500
1270 | 0,3,"van Melkebeke, Mr. Philemon",male,0,0,0,345777,9.5000
1271 | 0,3,"Vande Velde, Mr. Johannes Joseph",male,33,0,0,345780,9.5000
1272 | 0,3,"Vande Walle, Mr. Nestor Cyriel",male,28,0,0,345770,9.5000
1273 | 0,3,"Vanden Steen, Mr. Leo Peter",male,28,0,0,345783,9.5000
1274 | 0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9.0000
1275 | 0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18.0000
1276 | 0,3,"Vander Planke, Mr. Julius",male,31,3,0,345763,18.0000
1277 | 0,3,"Vander Planke, Mr. Leo Edmondus",male,16,2,0,345764,18.0000
1278 | 0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18.0000
1279 | 1,3,"Vartanian, Mr. David",male,22,0,0,2658,7.2250
1280 | 0,3,"Vendel, Mr. Olof Edvin",male,20,0,0,350416,7.8542
1281 | 0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542
1282 | 0,3,"Vovk, Mr. Janko",male,22,0,0,349252,7.8958
1283 | 0,3,"Waelens, Mr. Achille",male,22,0,0,345767,9.0000
1284 | 0,3,"Ware, Mr. Frederick",male,0,0,0,359309,8.0500
1285 | 0,3,"Warren, Mr. Charles William",male,0,0,0,C.A. 49867,7.5500
1286 | 0,3,"Webber, Mr. James",male,0,0,0,SOTON/OQ 3101316,8.0500
1287 | 0,3,"Wenzel, Mr. Linhart",male,32.5,0,0,345775,9.5000
1288 | 1,3,"Whabee, Mrs. George Joseph (Shawneene Abi-Saab)",female,38,0,0,2688,7.2292
1289 | 0,3,"Widegren, Mr. Carl/Charles Peter",male,51,0,0,347064,7.7500
1290 | 0,3,"Wiklund, Mr. Jakob Alfred",male,18,1,0,3101267,6.4958
1291 | 0,3,"Wiklund, Mr. Karl Johan",male,21,1,0,3101266,6.4958
1292 | 1,3,"Wilkes, Mrs. James (Ellen Needs)",female,47,1,0,363272,7.0000
1293 | 0,3,"Willer, Mr. Aaron (""Abi Weller"")",male,0,0,0,3410,8.7125
1294 | 0,3,"Willey, Mr. Edward",male,0,0,0,S.O./P.P. 751,7.5500
1295 | 0,3,"Williams, Mr. Howard Hugh ""Harry""",male,0,0,0,A/5 2466,8.0500
1296 | 0,3,"Williams, Mr. Leslie",male,28.5,0,0,54636,16.1000
1297 | 0,3,"Windelov, Mr. Einar",male,21,0,0,SOTON/OQ 3101317,7.2500
1298 | 0,3,"Wirz, Mr. Albert",male,27,0,0,315154,8.6625
1299 | 0,3,"Wiseman, Mr. Phillippe",male,0,0,0,A/4. 34244,7.2500
1300 | 0,3,"Wittevrongel, Mr. Camille",male,36,0,0,345771,9.5000
1301 | 0,3,"Yasbeck, Mr. Antoni",male,27,1,0,2659,14.4542
1302 | 1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15,1,0,2659,14.4542
1303 | 0,3,"Youseff, Mr. Gerious",male,45.5,0,0,2628,7.2250
1304 | 0,3,"Yousif, Mr. Wazli",male,0,0,0,2647,7.2250
1305 | 0,3,"Yousseff, Mr. Gerious",male,0,0,0,2627,14.4583
1306 | 0,3,"Zabour, Miss. Hileni",female,14.5,1,0,2665,14.4542
1307 | 0,3,"Zabour, Miss. Thamine",female,0,1,0,2665,14.4542
1308 | 0,3,"Zakarian, Mr. Mapriededer",male,26.5,0,0,2656,7.2250
1309 | 0,3,"Zakarian, Mr. Ortin",male,27,0,0,2670,7.2250
1310 | 0,3,"Zimmerman, Mr. Leo",male,29,0,0,315082,7.8750


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