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Posted to commits@ignite.apache.org by ch...@apache.org on 2018/11/23 13:54:40 UTC
[1/5] ignite git commit: IGNITE-10335: move ML examples datasets
files to resources
Repository: ignite
Updated Branches:
refs/heads/master 39b59d21e -> 1dea0a427
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/titanic_10_rows.csv
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diff --git a/examples/src/main/resources/datasets/titanic_10_rows.csv b/examples/src/main/resources/datasets/titanic_10_rows.csv
new file mode 100644
index 0000000..8146db3
--- /dev/null
+++ b/examples/src/main/resources/datasets/titanic_10_rows.csv
@@ -0,0 +1,11 @@
+pclass;survived;name;sex;age;sibsp;parch;ticket;fare;cabin;embarked;boat;body;homedest
+1;1;Allen, Miss. Elisabeth Walton;;29;;;24160;211,3375;B5;;2;;St Louis, MO
+1;1;Allison, Master. Hudson Trevor;male;0,9167;1;2;113781;151,55;C22 C26;S;11;;Montreal, PQ / Chesterville, ON
+1;0;Allison, Miss. Helen Loraine;female;2;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
+1;0;Allison, Mr. Hudson Joshua Creighton;male;30;1;2;113781;151,55;C22 C26;S;;135;Montreal, PQ / Chesterville, ON
+1;0;Allison, Mrs. Hudson J C (Bessie Waldo Daniels);female;25;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
+1;1;Anderson, Mr. Harry;male;48;0;0;19952;26,55;E12;S;3;;New York, NY
+1;1;Andrews, Miss. Kornelia Theodosia;female;63;1;0;13502;77,9583;D7;S;10;;Hudson, NY
+1;0;Andrews, Mr. Thomas Jr;male;39;0;0;112050;0;A36;S;;;Belfast, NI
+1;1;Appleton, Mrs. Edward Dale (Charlotte Lamson);female;53;2;0;11769;51,4792;C101;S;D;;Bayside, Queens, NY
+1;0;Artagaveytia, Mr. Ramon;male;71;0;0;PC 17609;49,5042;;C;;22;Montevideo, Uruguay
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/two_classed_iris.csv
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diff --git a/examples/src/main/resources/datasets/two_classed_iris.csv b/examples/src/main/resources/datasets/two_classed_iris.csv
new file mode 100644
index 0000000..872c699
--- /dev/null
+++ b/examples/src/main/resources/datasets/two_classed_iris.csv
@@ -0,0 +1,100 @@
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/wine.txt
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diff --git a/examples/src/main/resources/datasets/wine.txt b/examples/src/main/resources/datasets/wine.txt
new file mode 100644
index 0000000..a0b3962
--- /dev/null
+++ b/examples/src/main/resources/datasets/wine.txt
@@ -0,0 +1,178 @@
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+2,11.03,1.51,2.2,21.5,85,2.46,2.17,.52,2.01,1.9,1.71,2.87,407
+2,11.82,1.47,1.99,20.8,86,1.98,1.6,.3,1.53,1.95,.95,3.33,495
+2,12.42,1.61,2.19,22.5,108,2,2.09,.34,1.61,2.06,1.06,2.96,345
+2,12.77,3.43,1.98,16,80,1.63,1.25,.43,.83,3.4,.7,2.12,372
+2,12,3.43,2,19,87,2,1.64,.37,1.87,1.28,.93,3.05,564
+2,11.45,2.4,2.42,20,96,2.9,2.79,.32,1.83,3.25,.8,3.39,625
+2,11.56,2.05,3.23,28.5,119,3.18,5.08,.47,1.87,6,.93,3.69,465
+2,12.42,4.43,2.73,26.5,102,2.2,2.13,.43,1.71,2.08,.92,3.12,365
+2,13.05,5.8,2.13,21.5,86,2.62,2.65,.3,2.01,2.6,.73,3.1,380
+2,11.87,4.31,2.39,21,82,2.86,3.03,.21,2.91,2.8,.75,3.64,380
+2,12.07,2.16,2.17,21,85,2.6,2.65,.37,1.35,2.76,.86,3.28,378
+2,12.43,1.53,2.29,21.5,86,2.74,3.15,.39,1.77,3.94,.69,2.84,352
+2,11.79,2.13,2.78,28.5,92,2.13,2.24,.58,1.76,3,.97,2.44,466
+2,12.37,1.63,2.3,24.5,88,2.22,2.45,.4,1.9,2.12,.89,2.78,342
+2,12.04,4.3,2.38,22,80,2.1,1.75,.42,1.35,2.6,.79,2.57,580
+3,12.86,1.35,2.32,18,122,1.51,1.25,.21,.94,4.1,.76,1.29,630
+3,12.88,2.99,2.4,20,104,1.3,1.22,.24,.83,5.4,.74,1.42,530
+3,12.81,2.31,2.4,24,98,1.15,1.09,.27,.83,5.7,.66,1.36,560
+3,12.7,3.55,2.36,21.5,106,1.7,1.2,.17,.84,5,.78,1.29,600
+3,12.51,1.24,2.25,17.5,85,2,.58,.6,1.25,5.45,.75,1.51,650
+3,12.6,2.46,2.2,18.5,94,1.62,.66,.63,.94,7.1,.73,1.58,695
+3,12.25,4.72,2.54,21,89,1.38,.47,.53,.8,3.85,.75,1.27,720
+3,12.53,5.51,2.64,25,96,1.79,.6,.63,1.1,5,.82,1.69,515
+3,13.49,3.59,2.19,19.5,88,1.62,.48,.58,.88,5.7,.81,1.82,580
+3,12.84,2.96,2.61,24,101,2.32,.6,.53,.81,4.92,.89,2.15,590
+3,12.93,2.81,2.7,21,96,1.54,.5,.53,.75,4.6,.77,2.31,600
+3,13.36,2.56,2.35,20,89,1.4,.5,.37,.64,5.6,.7,2.47,780
+3,13.52,3.17,2.72,23.5,97,1.55,.52,.5,.55,4.35,.89,2.06,520
+3,13.62,4.95,2.35,20,92,2,.8,.47,1.02,4.4,.91,2.05,550
+3,12.25,3.88,2.2,18.5,112,1.38,.78,.29,1.14,8.21,.65,2,855
+3,13.16,3.57,2.15,21,102,1.5,.55,.43,1.3,4,.6,1.68,830
+3,13.88,5.04,2.23,20,80,.98,.34,.4,.68,4.9,.58,1.33,415
+3,12.87,4.61,2.48,21.5,86,1.7,.65,.47,.86,7.65,.54,1.86,625
+3,13.32,3.24,2.38,21.5,92,1.93,.76,.45,1.25,8.42,.55,1.62,650
+3,13.08,3.9,2.36,21.5,113,1.41,1.39,.34,1.14,9.40,.57,1.33,550
+3,13.5,3.12,2.62,24,123,1.4,1.57,.22,1.25,8.60,.59,1.3,500
+3,12.79,2.67,2.48,22,112,1.48,1.36,.24,1.26,10.8,.48,1.47,480
+3,13.11,1.9,2.75,25.5,116,2.2,1.28,.26,1.56,7.1,.61,1.33,425
+3,13.23,3.3,2.28,18.5,98,1.8,.83,.61,1.87,10.52,.56,1.51,675
+3,12.58,1.29,2.1,20,103,1.48,.58,.53,1.4,7.6,.58,1.55,640
+3,13.17,5.19,2.32,22,93,1.74,.63,.61,1.55,7.9,.6,1.48,725
+3,13.84,4.12,2.38,19.5,89,1.8,.83,.48,1.56,9.01,.57,1.64,480
+3,12.45,3.03,2.64,27,97,1.9,.58,.63,1.14,7.5,.67,1.73,880
+3,14.34,1.68,2.7,25,98,2.8,1.31,.53,2.7,13,.57,1.96,660
+3,13.48,1.67,2.64,22.5,89,2.6,1.1,.52,2.29,11.75,.57,1.78,620
+3,12.36,3.83,2.38,21,88,2.3,.92,.5,1.04,7.65,.56,1.58,520
+3,13.69,3.26,2.54,20,107,1.83,.56,.5,.8,5.88,.96,1.82,680
+3,12.85,3.27,2.58,22,106,1.65,.6,.6,.96,5.58,.87,2.11,570
+3,12.96,3.45,2.35,18.5,106,1.39,.7,.4,.94,5.28,.68,1.75,675
+3,13.78,2.76,2.3,22,90,1.35,.68,.41,1.03,9.58,.7,1.68,615
+3,13.73,4.36,2.26,22.5,88,1.28,.47,.52,1.15,6.62,.78,1.75,520
+3,13.45,3.7,2.6,23,111,1.7,.92,.43,1.46,10.68,.85,1.56,695
+3,12.82,3.37,2.3,19.5,88,1.48,.66,.4,.97,10.26,.72,1.75,685
+3,13.58,2.58,2.69,24.5,105,1.55,.84,.39,1.54,8.66,.74,1.8,750
+3,13.4,4.6,2.86,25,112,1.98,.96,.27,1.11,8.5,.67,1.92,630
+3,12.2,3.03,2.32,19,96,1.25,.49,.4,.73,5.5,.66,1.83,510
+3,12.77,2.39,2.28,19.5,86,1.39,.51,.48,.64,9.899999,.57,1.63,470
+3,14.16,2.51,2.48,20,91,1.68,.7,.44,1.24,9.7,.62,1.71,660
+3,13.71,5.65,2.45,20.5,95,1.68,.61,.52,1.06,7.7,.64,1.74,740
+3,13.4,3.91,2.48,23,102,1.8,.75,.43,1.41,7.3,.7,1.56,750
+3,13.27,4.28,2.26,20,120,1.59,.69,.43,1.35,10.2,.59,1.56,835
+3,13.17,2.59,2.37,20,120,1.65,.68,.53,1.46,9.3,.6,1.62,840
+3,14.13,4.1,2.74,24.5,96,2.05,.76,.56,1.35,9.2,.61,1.6,560
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/parent/pom.xml
----------------------------------------------------------------------
diff --git a/parent/pom.xml b/parent/pom.xml
index a11be9f..14f970e 100644
--- a/parent/pom.xml
+++ b/parent/pom.xml
@@ -873,7 +873,6 @@
<exclude>src/main/java/org/apache/ignite/examples/streaming/wordcount/*.txt</exclude><!--books examples-->
<exclude>examples/src/main/java/org/apache/ignite/examples/streaming/wordcount/*.txt</exclude><!--books examples-->
<exclude>**/resources/datasets/**/*</exclude><!--Datasets in ml module-->
- <exclude>**/ml/util/datasets/**/*</exclude><!--Datasets in ml examples-->
<exclude>src/main/java/org/jetbrains/annotations/*.java</exclude><!--copyright-->
<exclude>dev-tools/IGNITE-*.patch</exclude>
<exclude>dev-tools/.gradle/**/*</exclude>
[5/5] ignite git commit: IGNITE-10335: move ML examples datasets
files to resources
Posted by ch...@apache.org.
IGNITE-10335: move ML examples datasets files to resources
This closes #5434
Project: http://git-wip-us.apache.org/repos/asf/ignite/repo
Commit: http://git-wip-us.apache.org/repos/asf/ignite/commit/1dea0a42
Tree: http://git-wip-us.apache.org/repos/asf/ignite/tree/1dea0a42
Diff: http://git-wip-us.apache.org/repos/asf/ignite/diff/1dea0a42
Branch: refs/heads/master
Commit: 1dea0a4273bf54ca2361a3a940db22ba89274ab5
Parents: 39b59d2
Author: Oleg Ignatenko <oi...@gridgain.com>
Authored: Fri Nov 23 16:54:25 2018 +0300
Committer: Yury Babak <yb...@gridgain.com>
Committed: Fri Nov 23 16:54:25 2018 +0300
----------------------------------------------------------------------
.../TensorFlowDistributedInferenceExample.java | 16 +-
.../TensorFlowLocalInferenceExample.java | 16 +-
.../TensorFlowThreadedInferenceExample.java | 16 +-
.../examples/ml/util/MLSandboxDatasets.java | 16 +-
.../ignite/examples/ml/util/SandboxMLCache.java | 11 +-
.../ignite/examples/ml/util/datasets/README.md | 2 -
.../ml/util/datasets/boston_housing_dataset.txt | 505 -------
.../ml/util/datasets/cleared_machines.csv | 209 ---
.../ml/util/datasets/glass_identification.csv | 116 --
.../ignite/examples/ml/util/datasets/iris.txt | 150 --
.../examples/ml/util/datasets/mortalitydata.csv | 53 -
.../ml/util/datasets/t10k-images-idx3-ubyte | Bin 7840016 -> 0 bytes
.../ml/util/datasets/t10k-labels-idx1-ubyte | Bin 10008 -> 0 bytes
.../examples/ml/util/datasets/titanic.csv | 1310 ------------------
.../ml/util/datasets/titanic_10_rows.csv | 11 -
.../ml/util/datasets/two_classed_iris.csv | 100 --
.../ignite/examples/ml/util/datasets/wine.txt | 178 ---
examples/src/main/resources/datasets/README.md | 2 +
.../datasets/boston_housing_dataset.txt | 505 +++++++
.../resources/datasets/cleared_machines.csv | 209 +++
.../resources/datasets/glass_identification.csv | 116 ++
examples/src/main/resources/datasets/iris.txt | 150 ++
.../main/resources/datasets/mortalitydata.csv | 53 +
.../resources/datasets/t10k-images-idx3-ubyte | Bin 0 -> 9876027 bytes
.../resources/datasets/t10k-labels-idx1-ubyte | Bin 0 -> 10008 bytes
.../src/main/resources/datasets/titanic.csv | 1310 ++++++++++++++++++
.../main/resources/datasets/titanic_10_rows.csv | 11 +
.../resources/datasets/two_classed_iris.csv | 100 ++
examples/src/main/resources/datasets/wine.txt | 178 +++
parent/pom.xml | 1 -
30 files changed, 2676 insertions(+), 2668 deletions(-)
----------------------------------------------------------------------
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowDistributedInferenceExample.java
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowDistributedInferenceExample.java b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowDistributedInferenceExample.java
index cc22df3..ec8cac6 100644
--- a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowDistributedInferenceExample.java
+++ b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowDistributedInferenceExample.java
@@ -22,6 +22,7 @@ import java.io.IOException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
+import java.util.Objects;
import java.util.Random;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.Future;
@@ -46,10 +47,10 @@ public class TensorFlowDistributedInferenceExample {
private static final String MODEL_PATH = "examples/src/main/resources/ml/mnist_tf_model";
/** Path to the MNIST images data. */
- private static final String MNIST_IMG_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-images-idx3-ubyte";
+ private static final String MNIST_IMG_PATH = "examples/src/main/resources/datasets/t10k-images-idx3-ubyte";
/** Path to the MNIST labels data. */
- private static final String MNIST_LBL_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-labels-idx1-ubyte";
+ private static final String MNIST_LBL_PATH = "examples/src/main/resources/datasets/t10k-labels-idx1-ubyte";
/** Run example. */
public static void main(String[] args) throws IOException, ExecutionException, InterruptedException {
@@ -69,13 +70,12 @@ public class TensorFlowDistributedInferenceExample {
return Tensor.create(reshaped);
})
- .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> {
- return collectedTensors.get("ArgMax").copyTo(new long[1])[0];
- });
+ .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> collectedTensors.get("ArgMax")
+ .copyTo(new long[1])[0]);
- List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsListFromResource(
- MNIST_IMG_PATH,
- MNIST_LBL_PATH,
+ List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsList(
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_IMG_PATH)).getPath(),
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_LBL_PATH)).getPath(),
new Random(0),
10000
);
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowLocalInferenceExample.java
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowLocalInferenceExample.java b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowLocalInferenceExample.java
index fc25c7e..0e79856 100644
--- a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowLocalInferenceExample.java
+++ b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowLocalInferenceExample.java
@@ -21,6 +21,7 @@ import java.io.File;
import java.io.IOException;
import java.util.Collections;
import java.util.List;
+import java.util.Objects;
import java.util.Random;
import org.apache.ignite.internal.util.IgniteUtils;
import org.apache.ignite.ml.inference.InfModel;
@@ -40,10 +41,10 @@ public class TensorFlowLocalInferenceExample {
private static final String MODEL_PATH = "examples/src/main/resources/ml/mnist_tf_model";
/** Path to the MNIST images data. */
- private static final String MNIST_IMG_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-images-idx3-ubyte";
+ private static final String MNIST_IMG_PATH = "examples/src/main/resources/datasets/t10k-images-idx3-ubyte";
/** Path to the MNIST labels data. */
- private static final String MNIST_LBL_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-labels-idx1-ubyte";
+ private static final String MNIST_LBL_PATH = "examples/src/main/resources/datasets/t10k-labels-idx1-ubyte";
/** Run example. */
public static void main(String[] args) throws IOException {
@@ -60,13 +61,12 @@ public class TensorFlowLocalInferenceExample {
reshaped[0][i / 28][i % 28] = (float)doubles[i];
return Tensor.create(reshaped);
})
- .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> {
- return collectedTensors.get("ArgMax").copyTo(new long[1])[0];
- });
+ .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> collectedTensors.get("ArgMax")
+ .copyTo(new long[1])[0]);
- List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsListFromResource(
- MNIST_IMG_PATH,
- MNIST_LBL_PATH,
+ List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsList(
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_IMG_PATH)).getPath(),
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_LBL_PATH)).getPath(),
new Random(0),
10000
);
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowThreadedInferenceExample.java
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowThreadedInferenceExample.java b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowThreadedInferenceExample.java
index d756016..002e5ae 100644
--- a/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowThreadedInferenceExample.java
+++ b/examples/src/main/java/org/apache/ignite/examples/ml/inference/TensorFlowThreadedInferenceExample.java
@@ -22,6 +22,7 @@ import java.io.IOException;
import java.util.ArrayList;
import java.util.Collections;
import java.util.List;
+import java.util.Objects;
import java.util.Random;
import java.util.concurrent.ExecutionException;
import java.util.concurrent.Future;
@@ -44,10 +45,10 @@ public class TensorFlowThreadedInferenceExample {
private static final String MODEL_PATH = "examples/src/main/resources/ml/mnist_tf_model";
/** Path to the MNIST images data. */
- private static final String MNIST_IMG_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-images-idx3-ubyte";
+ private static final String MNIST_IMG_PATH = "examples/src/main/resources/datasets/t10k-images-idx3-ubyte";
/** Path to the MNIST labels data. */
- private static final String MNIST_LBL_PATH = "org/apache/ignite/examples/ml/util/datasets/t10k-labels-idx1-ubyte";
+ private static final String MNIST_LBL_PATH = "examples/src/main/resources/datasets/t10k-labels-idx1-ubyte";
/** Run example. */
public static void main(String[] args) throws IOException, ExecutionException, InterruptedException {
@@ -66,13 +67,12 @@ public class TensorFlowThreadedInferenceExample {
return Tensor.create(reshaped);
})
- .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> {
- return collectedTensors.get("ArgMax").copyTo(new long[1])[0];
- });
+ .withOutput(Collections.singletonList("ArgMax"), collectedTensors -> collectedTensors.get("ArgMax")
+ .copyTo(new long[1])[0]);
- List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsListFromResource(
- MNIST_IMG_PATH,
- MNIST_LBL_PATH,
+ List<MnistUtils.MnistLabeledImage> images = MnistUtils.mnistAsList(
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_IMG_PATH)).getPath(),
+ Objects.requireNonNull(IgniteUtils.resolveIgnitePath(MNIST_LBL_PATH)).getPath(),
new Random(0),
10000
);
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/MLSandboxDatasets.java
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/MLSandboxDatasets.java b/examples/src/main/java/org/apache/ignite/examples/ml/util/MLSandboxDatasets.java
index 800a92f..b7380e0 100644
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/MLSandboxDatasets.java
+++ b/examples/src/main/java/org/apache/ignite/examples/ml/util/MLSandboxDatasets.java
@@ -22,35 +22,35 @@ package org.apache.ignite.examples.ml.util;
*/
public enum MLSandboxDatasets {
/** The full Iris dataset from Machine Learning Repository. */
- IRIS("datasets/iris.txt", false, "\t"),
+ IRIS("examples/src/main/resources/datasets/iris.txt", false, "\t"),
/** The Titanic dataset from Kaggle competition. */
- TITANIC("datasets/titanic.csv", true, ";"),
+ TITANIC("examples/src/main/resources/datasets/titanic.csv", true, ";"),
/** The 1st and 2nd classes from the Iris dataset. */
- TWO_CLASSED_IRIS("datasets/two_classed_iris.csv", false, "\t"),
+ TWO_CLASSED_IRIS("examples/src/main/resources/datasets/two_classed_iris.csv", false, "\t"),
/** The dataset is about different computers' properties based on https://archive.ics.uci.edu/ml/datasets/Computer+Hardware. */
- CLEARED_MACHINES("datasets/cleared_machines.csv", false, ";"),
+ CLEARED_MACHINES("examples/src/main/resources/datasets/cleared_machines.csv", false, ";"),
/**
* The health data is related to death rate based on; doctor availability, hospital availability,
* annual per capita income, and population density people per square mile.
*/
- MORTALITY_DATA("datasets/mortalitydata.csv", false, ";"),
+ MORTALITY_DATA("examples/src/main/resources/datasets/mortalitydata.csv", false, ";"),
/**
* The preprocessed Glass dataset from the Machine Learning Repository https://archive.ics.uci.edu/ml/datasets/Glass+Identification
* There are 3 classes with labels: 1 {building_windows_float_processed}, 3 {vehicle_windows_float_processed}, 7 {headlamps}.
* Feature names: 'Na-Sodium', 'Mg-Magnesium', 'Al-Aluminum', 'Ba-Barium', 'Fe-Iron'.
*/
- GLASS_IDENTIFICATION("datasets/glass_identification.csv", false, ";"),
+ GLASS_IDENTIFICATION("examples/src/main/resources/datasets/glass_identification.csv", false, ";"),
/** The Wine recognition data. Could be found <a href="https://archive.ics.uci.edu/ml/machine-learning-databases/wine/">here</a>. */
- WINE_RECOGNITION("datasets/wine.txt", false, ","),
+ WINE_RECOGNITION("examples/src/main/resources/datasets/wine.txt", false, ","),
/** The Boston house-prices dataset. Could be found <a href="https://archive.ics.uci.edu/ml/machine-learning-databases/housing/">here</a>. */
- BOSTON_HOUSE_PRICES("datasets/boston_housing_dataset.txt", false, ",");
+ BOSTON_HOUSE_PRICES("examples/src/main/resources/datasets/boston_housing_dataset.txt", false, ",");
/** Filename. */
private final String filename;
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/SandboxMLCache.java
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/SandboxMLCache.java b/examples/src/main/java/org/apache/ignite/examples/ml/util/SandboxMLCache.java
index fa1235b..a8431de 100644
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/SandboxMLCache.java
+++ b/examples/src/main/java/org/apache/ignite/examples/ml/util/SandboxMLCache.java
@@ -17,6 +17,7 @@
package org.apache.ignite.examples.ml.util;
+import java.io.File;
import java.io.FileNotFoundException;
import java.nio.file.Paths;
import java.text.NumberFormat;
@@ -28,6 +29,7 @@ import org.apache.ignite.Ignite;
import org.apache.ignite.IgniteCache;
import org.apache.ignite.cache.affinity.rendezvous.RendezvousAffinityFunction;
import org.apache.ignite.configuration.CacheConfiguration;
+import org.apache.ignite.internal.util.IgniteUtils;
import org.apache.ignite.ml.math.exceptions.knn.FileParsingException;
import org.apache.ignite.ml.math.primitives.vector.Vector;
import org.apache.ignite.ml.math.primitives.vector.VectorUtils;
@@ -94,7 +96,14 @@ public class SandboxMLCache {
IgniteCache<Integer, Vector> cache = getCache();
- Scanner scanner = new Scanner(SandboxMLCache.class.getResourceAsStream(dataset.getFileName()));
+ String fileName = dataset.getFileName();
+
+ File file = IgniteUtils.resolveIgnitePath(fileName);
+
+ if (file == null)
+ throw new FileNotFoundException(fileName);
+
+ Scanner scanner = new Scanner(file);
int cnt = 0;
while (scanner.hasNextLine()) {
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/README.md
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/README.md b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/README.md
deleted file mode 100644
index 2f9c5ec..0000000
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/README.md
+++ /dev/null
@@ -1,2 +0,0 @@
-iris.txt and cleared_machines are from Lichman, M. (2013). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.
-Read more about machine dataset http://archive.ics.uci.edu/ml/machine-learning-databases/cpu-performance/machine.names
\ No newline at end of file
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/boston_housing_dataset.txt
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/boston_housing_dataset.txt b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/boston_housing_dataset.txt
deleted file mode 100644
index 654a340..0000000
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/boston_housing_dataset.txt
+++ /dev/null
@@ -1,505 +0,0 @@
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-1.15172,0.00,8.140,0,0.5380,5.7010,95.00,3.7872,4,307.0,21.00,358.77,18.35,13.10
-1.61282,0.00,8.140,0,0.5380,6.0960,96.90,3.7598,4,307.0,21.00,248.31,20.34,13.50
-0.06417,0.00,5.960,0,0.4990,5.9330,68.20,3.3603,5,279.0,19.20,396.90,9.68,18.90
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-0.17171,25.00,5.130,0,0.4530,5.9660,93.40,6.8185,8,284.0,19.70,378.08,14.44,16.00
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/cleared_machines.csv
----------------------------------------------------------------------
diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/cleared_machines.csv b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/cleared_machines.csv
deleted file mode 100644
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--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/cleared_machines.csv
+++ /dev/null
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/glass_identification.csv
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diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/glass_identification.csv b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/glass_identification.csv
deleted file mode 100644
index ae1d6d1..0000000
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/glass_identification.csv
+++ /dev/null
@@ -1,116 +0,0 @@
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/iris.txt
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diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/iris.txt b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/iris.txt
deleted file mode 100644
index 18f5f7c..0000000
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/iris.txt
+++ /dev/null
@@ -1,150 +0,0 @@
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/mortalitydata.csv
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diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/mortalitydata.csv b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/mortalitydata.csv
deleted file mode 100644
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--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/mortalitydata.csv
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@@ -1,53 +0,0 @@
-8; 78; 284; 9.100000381; 109
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[3/5] ignite git commit: IGNITE-10335: move ML examples datasets
files to resources
Posted by ch...@apache.org.
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/titanic_10_rows.csv
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-pclass;survived;name;sex;age;sibsp;parch;ticket;fare;cabin;embarked;boat;body;homedest
-1;1;Allen, Miss. Elisabeth Walton;;29;;;24160;211,3375;B5;;2;;St Louis, MO
-1;1;Allison, Master. Hudson Trevor;male;0,9167;1;2;113781;151,55;C22 C26;S;11;;Montreal, PQ / Chesterville, ON
-1;0;Allison, Miss. Helen Loraine;female;2;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
-1;0;Allison, Mr. Hudson Joshua Creighton;male;30;1;2;113781;151,55;C22 C26;S;;135;Montreal, PQ / Chesterville, ON
-1;0;Allison, Mrs. Hudson J C (Bessie Waldo Daniels);female;25;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
-1;1;Anderson, Mr. Harry;male;48;0;0;19952;26,55;E12;S;3;;New York, NY
-1;1;Andrews, Miss. Kornelia Theodosia;female;63;1;0;13502;77,9583;D7;S;10;;Hudson, NY
-1;0;Andrews, Mr. Thomas Jr;male;39;0;0;112050;0;A36;S;;;Belfast, NI
-1;1;Appleton, Mrs. Edward Dale (Charlotte Lamson);female;53;2;0;11769;51,4792;C101;S;D;;Bayside, Queens, NY
-1;0;Artagaveytia, Mr. Ramon;male;71;0;0;PC 17609;49,5042;;C;;22;Montevideo, Uruguay
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/two_classed_iris.csv
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/README.md
----------------------------------------------------------------------
diff --git a/examples/src/main/resources/datasets/README.md b/examples/src/main/resources/datasets/README.md
new file mode 100644
index 0000000..2f9c5ec
--- /dev/null
+++ b/examples/src/main/resources/datasets/README.md
@@ -0,0 +1,2 @@
+iris.txt and cleared_machines are from Lichman, M. (2013). UCI Machine Learning Repository [http://archive.ics.uci.edu/ml]. Irvine, CA: University of California, School of Information and Computer Science.
+Read more about machine dataset http://archive.ics.uci.edu/ml/machine-learning-databases/cpu-performance/machine.names
\ No newline at end of file
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/boston_housing_dataset.txt
----------------------------------------------------------------------
diff --git a/examples/src/main/resources/datasets/boston_housing_dataset.txt b/examples/src/main/resources/datasets/boston_housing_dataset.txt
new file mode 100644
index 0000000..654a340
--- /dev/null
+++ b/examples/src/main/resources/datasets/boston_housing_dataset.txt
@@ -0,0 +1,505 @@
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/cleared_machines.csv
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diff --git a/examples/src/main/resources/datasets/cleared_machines.csv b/examples/src/main/resources/datasets/cleared_machines.csv
new file mode 100644
index 0000000..e22aac8
--- /dev/null
+++ b/examples/src/main/resources/datasets/cleared_machines.csv
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/glass_identification.csv
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diff --git a/examples/src/main/resources/datasets/glass_identification.csv b/examples/src/main/resources/datasets/glass_identification.csv
new file mode 100644
index 0000000..ae1d6d1
--- /dev/null
+++ b/examples/src/main/resources/datasets/glass_identification.csv
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/iris.txt
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diff --git a/examples/src/main/resources/datasets/iris.txt b/examples/src/main/resources/datasets/iris.txt
new file mode 100644
index 0000000..18f5f7c
--- /dev/null
+++ b/examples/src/main/resources/datasets/iris.txt
@@ -0,0 +1,150 @@
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/mortalitydata.csv
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diff --git a/examples/src/main/resources/datasets/mortalitydata.csv b/examples/src/main/resources/datasets/mortalitydata.csv
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index 0000000..e4f3e41
--- /dev/null
+++ b/examples/src/main/resources/datasets/mortalitydata.csv
@@ -0,0 +1,53 @@
+8; 78; 284; 9.100000381; 109
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/t10k-images-idx3-ubyte
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diff --git a/examples/src/main/resources/datasets/t10k-images-idx3-ubyte b/examples/src/main/resources/datasets/t10k-images-idx3-ubyte
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http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/t10k-labels-idx1-ubyte
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diff --git a/examples/src/main/resources/datasets/t10k-labels-idx1-ubyte b/examples/src/main/resources/datasets/t10k-labels-idx1-ubyte
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[4/5] ignite git commit: IGNITE-10335: move ML examples datasets
files to resources
Posted by ch...@apache.org.
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/titanic.csv
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diff --git a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/titanic.csv b/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/titanic.csv
deleted file mode 100644
index 6994016..0000000
--- a/examples/src/main/java/org/apache/ignite/examples/ml/util/datasets/titanic.csv
+++ /dev/null
@@ -1,1310 +0,0 @@
-pclass;survived;name;sex;age;sibsp;parch;ticket;fare;cabin;embarked;boat;body;homedest
-1;1;Allen, Miss. Elisabeth Walton;;29;;;24160;211,3375;B5;;2;;St Louis, MO
-1;1;Allison, Master. Hudson Trevor;male;0,9167;1;2;113781;151,55;C22 C26;AA;11;;Montreal, PQ / Chesterville, ON
-1;0;Allison, Miss. Helen Loraine;female;2;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
-1;0;Allison, Mr. Hudson Joshua Creighton;male;30;1;2;113781;151,55;C22 C26;S;;135;Montreal, PQ / Chesterville, ON
-1;0;Allison, Mrs. Hudson J C (Bessie Waldo Daniels);female;25;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
-1;1;Anderson, Mr. Harry;male;48;0;0;19952;26,55;E12;S;3;;New York, NY
-1;1;Andrews, Miss. Kornelia Theodosia;female;63;1;0;13502;77,9583;D7;S;10;;Hudson, NY
-1;0;Andrews, Mr. Thomas Jr;male;39;0;0;112050;0;A36;S;;;Belfast, NI
-1;1;Appleton, Mrs. Edward Dale (Charlotte Lamson);female;53;2;0;11769;51,4792;C101;S;D;;Bayside, Queens, NY
-1;0;Artagaveytia, Mr. Ramon;male;71;0;0;PC 17609;49,5042;;C;;22;Montevideo, Uruguay
-1;0;Astor, Col. John Jacob;male;47;1;0;PC 17757;227,525;C62 C64;C;;124;New York, NY
-1;1;Astor, Mrs. John Jacob (Madeleine Talmadge Force);female;18;1;0;PC 17757;227,525;C62 C64;C;4;;New York, NY
-1;1;Aubart, Mme. Leontine Pauline;female;24;0;0;PC 17477;69,3;B35;C;9;;Paris, France
-1;1;"Barber, Miss. Ellen ""Nellie""";female;26;0;0;19877;78,85;;S;6;;
-1;1;Barkworth, Mr. Algernon Henry Wilson;male;80;0;0;27042;30;A23;S;B;;Hessle, Yorks
-1;0;Baumann, Mr. John D;male;;0;0;PC 17318;25,925;;S;;;New York, NY
-1;0;Baxter, Mr. Quigg Edmond;male;24;0;1;PC 17558;247,5208;B58 B60;C;;;Montreal, PQ
-1;1;Baxter, Mrs. James (Helene DeLaudeniere Chaput);female;50;0;1;PC 17558;247,5208;B58 B60;C;6;;Montreal, PQ
-1;1;Bazzani, Miss. Albina;female;32;0;0;11813;76,2917;D15;C;8;;
-1;0;Beattie, Mr. Thomson;male;36;0;0;13050;75,2417;C6;C;A;;Winnipeg, MN
-1;1;Beckwith, Mr. Richard Leonard;male;37;1;1;11751;52,5542;D35;S;5;;New York, NY
-1;1;Beckwith, Mrs. Richard Leonard (Sallie Monypeny);female;47;1;1;11751;52,5542;D35;S;5;;New York, NY
-1;1;Behr, Mr. Karl Howell;male;26;0;0;111369;30;C148;C;5;;New York, NY
-1;1;Bidois, Miss. Rosalie;female;42;0;0;PC 17757;227,525;;C;4;;
-1;1;Bird, Miss. Ellen;female;29;0;0;PC 17483;221,7792;C97;S;8;;
-1;0;Birnbaum, Mr. Jakob;male;25;0;0;13905;26;;C;;148;San Francisco, CA
-1;1;Bishop, Mr. Dickinson H;male;25;1;0;11967;91,0792;B49;C;7;;Dowagiac, MI
-1;1;Bishop, Mrs. Dickinson H (Helen Walton);female;19;1;0;11967;91,0792;B49;C;7;;Dowagiac, MI
-1;1;Bissette, Miss. Amelia;female;35;0;0;PC 17760;135,6333;C99;S;8;;
-1;1;Bjornstrom-Steffansson, Mr. Mauritz Hakan;male;28;0;0;110564;26,55;C52;S;D;;Stockholm, Sweden / Washington, DC
-1;0;Blackwell, Mr. Stephen Weart;male;45;0;0;113784;35,5;T;S;;;Trenton, NJ
-1;1;Blank, Mr. Henry;male;40;0;0;112277;31;A31;C;7;;Glen Ridge, NJ
-1;1;Bonnell, Miss. Caroline;female;30;0;0;36928;164,8667;C7;S;8;;Youngstown, OH
-1;1;Bonnell, Miss. Elizabeth;female;58;0;0;113783;26,55;C103;S;8;;Birkdale, England Cleveland, Ohio
-1;0;Borebank, Mr. John James;male;42;0;0;110489;26,55;D22;S;;;London / Winnipeg, MB
-1;1;Bowen, Miss. Grace Scott;female;45;0;0;PC 17608;262,375;;C;4;;Cooperstown, NY
-1;1;Bowerman, Miss. Elsie Edith;female;22;0;1;113505;55;E33;S;6;;St Leonards-on-Sea, England Ohio
-1;1;"Bradley, Mr. George (""George Arthur Brayton"")";male;;0;0;111427;26,55;;S;9;;Los Angeles, CA
-1;0;Brady, Mr. John Bertram;male;41;0;0;113054;30,5;A21;S;;;Pomeroy, WA
-1;0;Brandeis, Mr. Emil;male;48;0;0;PC 17591;50,4958;B10;C;;208;Omaha, NE
-1;0;Brewe, Dr. Arthur Jackson;male;;0;0;112379;39,6;;C;;;Philadelphia, PA
-1;1;Brown, Mrs. James Joseph (Margaret Tobin);female;44;0;0;PC 17610;27,7208;B4;C;6;;Denver, CO
-1;1;Brown, Mrs. John Murray (Caroline Lane Lamson);female;59;2;0;11769;51,4792;C101;S;D;;Belmont, MA
-1;1;Bucknell, Mrs. William Robert (Emma Eliza Ward);female;60;0;0;11813;76,2917;D15;C;8;;Philadelphia, PA
-1;1;Burns, Miss. Elizabeth Margaret;female;41;0;0;16966;134,5;E40;C;3;;
-1;0;Butt, Major. Archibald Willingham;male;45;0;0;113050;26,55;B38;S;;;Washington, DC
-1;0;Cairns, Mr. Alexander;male;;0;0;113798;31;;S;;;
-1;1;Calderhead, Mr. Edward Pennington;male;42;0;0;PC 17476;26,2875;E24;S;5;;New York, NY
-1;1;Candee, Mrs. Edward (Helen Churchill Hungerford);female;53;0;0;PC 17606;27,4458;;C;6;;Washington, DC
-1;1;Cardeza, Mr. Thomas Drake Martinez;male;36;0;1;PC 17755;512,3292;B51 B53 B55;C;3;;Austria-Hungary / Germantown, Philadelphia, PA
-1;1;Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake);female;58;0;1;PC 17755;512,3292;B51 B53 B55;C;3;;Germantown, Philadelphia, PA
-1;0;Carlsson, Mr. Frans Olof;male;33;0;0;695;5;B51 B53 B55;S;;;New York, NY
-1;0;Carrau, Mr. Francisco M;male;28;0;0;113059;47,1;;S;;;Montevideo, Uruguay
-1;0;Carrau, Mr. Jose Pedro;male;17;0;0;113059;47,1;;S;;;Montevideo, Uruguay
-1;1;Carter, Master. William Thornton II;male;11;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
-1;1;Carter, Miss. Lucile Polk;female;14;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
-1;1;Carter, Mr. William Ernest;male;36;1;2;113760;120;B96 B98;S;C;;Bryn Mawr, PA
-1;1;Carter, Mrs. William Ernest (Lucile Polk);female;36;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
-1;0;Case, Mr. Howard Brown;male;49;0;0;19924;26;;S;;;Ascot, Berkshire / Rochester, NY
-1;1;Cassebeer, Mrs. Henry Arthur Jr (Eleanor Genevieve Fosdick);female;;0;0;17770;27,7208;;C;5;;New York, NY
-1;0;Cavendish, Mr. Tyrell William;male;36;1;0;19877;78,85;C46;S;;172;Little Onn Hall, Staffs
-1;1;Cavendish, Mrs. Tyrell William (Julia Florence Siegel);female;76;1;0;19877;78,85;C46;S;6;;Little Onn Hall, Staffs
-1;0;Chaffee, Mr. Herbert Fuller;male;46;1;0;W.E.P. 5734;61,175;E31;S;;;Amenia, ND
-1;1;Chaffee, Mrs. Herbert Fuller (Carrie Constance Toogood);female;47;1;0;W.E.P. 5734;61,175;E31;S;4;;Amenia, ND
-1;1;Chambers, Mr. Norman Campbell;male;27;1;0;113806;53,1;E8;S;5;;New York, NY / Ithaca, NY
-1;1;Chambers, Mrs. Norman Campbell (Bertha Griggs);female;33;1;0;113806;53,1;E8;S;5;;New York, NY / Ithaca, NY
-1;1;Chaudanson, Miss. Victorine;female;36;0;0;PC 17608;262,375;B61;C;4;;
-1;1;Cherry, Miss. Gladys;female;30;0;0;110152;86,5;B77;S;8;;London, England
-1;1;Chevre, Mr. Paul Romaine;male;45;0;0;PC 17594;29,7;A9;C;7;;Paris, France
-1;1;Chibnall, Mrs. (Edith Martha Bowerman);female;;0;1;113505;55;E33;S;6;;St Leonards-on-Sea, England Ohio
-1;0;Chisholm, Mr. Roderick Robert Crispin;male;;0;0;112051;0;;S;;;Liverpool, England / Belfast
-1;0;Clark, Mr. Walter Miller;male;27;1;0;13508;136,7792;C89;C;;;Los Angeles, CA
-1;1;Clark, Mrs. Walter Miller (Virginia McDowell);female;26;1;0;13508;136,7792;C89;C;4;;Los Angeles, CA
-1;1;Cleaver, Miss. Alice;female;22;0;0;113781;151,55;;S;11;;
-1;0;Clifford, Mr. George Quincy;male;;0;0;110465;52;A14;S;;;Stoughton, MA
-1;0;Colley, Mr. Edward Pomeroy;male;47;0;0;5727;25,5875;E58;S;;;Victoria, BC
-1;1;Compton, Miss. Sara Rebecca;female;39;1;1;PC 17756;83,1583;E49;C;14;;Lakewood, NJ
-1;0;Compton, Mr. Alexander Taylor Jr;male;37;1;1;PC 17756;83,1583;E52;C;;;Lakewood, NJ
-1;1;Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll);female;64;0;2;PC 17756;83,1583;E45;C;14;;Lakewood, NJ
-1;1;Cornell, Mrs. Robert Clifford (Malvina Helen Lamson);female;55;2;0;11770;25,7;C101;S;2;;New York, NY
-1;0;Crafton, Mr. John Bertram;male;;0;0;113791;26,55;;S;;;Roachdale, IN
-1;0;Crosby, Capt. Edward Gifford;male;70;1;1;WE/P 5735;71;B22;S;;269;Milwaukee, WI
-1;1;Crosby, Miss. Harriet R;female;36;0;2;WE/P 5735;71;B22;S;7;;Milwaukee, WI
-1;1;Crosby, Mrs. Edward Gifford (Catherine Elizabeth Halstead);female;64;1;1;112901;26,55;B26;S;7;;Milwaukee, WI
-1;0;Cumings, Mr. John Bradley;male;39;1;0;PC 17599;71,2833;C85;C;;;New York, NY
-1;1;Cumings, Mrs. John Bradley (Florence Briggs Thayer);female;38;1;0;PC 17599;71,2833;C85;C;4;;New York, NY
-1;1;Daly, Mr. Peter Denis ;male;51;0;0;113055;26,55;E17;S;5 9;;Lima, Peru
-1;1;Daniel, Mr. Robert Williams;male;27;0;0;113804;30,5;;S;3;;Philadelphia, PA
-1;1;Daniels, Miss. Sarah;female;33;0;0;113781;151,55;;S;8;;
-1;0;Davidson, Mr. Thornton;male;31;1;0;F.C. 12750;52;B71;S;;;Montreal, PQ
-1;1;Davidson, Mrs. Thornton (Orian Hays);female;27;1;2;F.C. 12750;52;B71;S;3;;Montreal, PQ
-1;1;Dick, Mr. Albert Adrian;male;31;1;0;17474;57;B20;S;3;;Calgary, AB
-1;1;Dick, Mrs. Albert Adrian (Vera Gillespie);female;17;1;0;17474;57;B20;S;3;;Calgary, AB
-1;1;Dodge, Dr. Washington;male;53;1;1;33638;81,8583;A34;S;13;;San Francisco, CA
-1;1;Dodge, Master. Washington;male;4;0;2;33638;81,8583;A34;S;5;;San Francisco, CA
-1;1;Dodge, Mrs. Washington (Ruth Vidaver);female;54;1;1;33638;81,8583;A34;S;5;;San Francisco, CA
-1;0;Douglas, Mr. Walter Donald;male;50;1;0;PC 17761;106,425;C86;C;;62;Deephaven, MN / Cedar Rapids, IA
-1;1;Douglas, Mrs. Frederick Charles (Mary Helene Baxter);female;27;1;1;PC 17558;247,5208;B58 B60;C;6;;Montreal, PQ
-1;1;Douglas, Mrs. Walter Donald (Mahala Dutton);female;48;1;0;PC 17761;106,425;C86;C;2;;Deephaven, MN / Cedar Rapids, IA
-1;1;"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")";female;48;1;0;11755;39,6;A16;C;1;;London / Paris
-1;1;"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")";male;49;1;0;PC 17485;56,9292;A20;C;1;;London / Paris
-1;0;Dulles, Mr. William Crothers;male;39;0;0;PC 17580;29,7;A18;C;;133;Philadelphia, PA
-1;1;Earnshaw, Mrs. Boulton (Olive Potter);female;23;0;1;11767;83,1583;C54;C;7;;Mt Airy, Philadelphia, PA
-1;1;Endres, Miss. Caroline Louise;female;38;0;0;PC 17757;227,525;C45;C;4;;New York, NY
-1;1;Eustis, Miss. Elizabeth Mussey;female;54;1;0;36947;78,2667;D20;C;4;;Brookline, MA
-1;0;Evans, Miss. Edith Corse;female;36;0;0;PC 17531;31,6792;A29;C;;;New York, NY
-1;0;Farthing, Mr. John;male;;0;0;PC 17483;221,7792;C95;S;;;
-1;1;Flegenheim, Mrs. Alfred (Antoinette);female;;0;0;PC 17598;31,6833;;S;7;;New York, NY
-1;1;Fleming, Miss. Margaret;female;;0;0;17421;110,8833;;C;4;;
-1;1;"Flynn, Mr. John Irwin (""Irving"")";male;36;0;0;PC 17474;26,3875;E25;S;5;;Brooklyn, NY
-1;0;Foreman, Mr. Benjamin Laventall;male;30;0;0;113051;27,75;C111;C;;;New York, NY
-1;1;Fortune, Miss. Alice Elizabeth;female;24;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
-1;1;Fortune, Miss. Ethel Flora;female;28;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
-1;1;Fortune, Miss. Mabel Helen;female;23;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
-1;0;Fortune, Mr. Charles Alexander;male;19;3;2;19950;263;C23 C25 C27;S;;;Winnipeg, MB
-1;0;Fortune, Mr. Mark;male;64;1;4;19950;263;C23 C25 C27;S;;;Winnipeg, MB
-1;1;Fortune, Mrs. Mark (Mary McDougald);female;60;1;4;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
-1;1;Francatelli, Miss. Laura Mabel;female;30;0;0;PC 17485;56,9292;E36;C;1;;
-1;0;Franklin, Mr. Thomas Parham;male;;0;0;113778;26,55;D34;S;;;Westcliff-on-Sea, Essex
-1;1;Frauenthal, Dr. Henry William;male;50;2;0;PC 17611;133,65;;S;5;;New York, NY
-1;1;Frauenthal, Mr. Isaac Gerald;male;43;1;0;17765;27,7208;D40;C;5;;New York, NY
-1;1;Frauenthal, Mrs. Henry William (Clara Heinsheimer);female;;1;0;PC 17611;133,65;;S;5;;New York, NY
-1;1;Frolicher, Miss. Hedwig Margaritha;female;22;0;2;13568;49,5;B39;C;5;;Zurich, Switzerland
-1;1;Frolicher-Stehli, Mr. Maxmillian;male;60;1;1;13567;79,2;B41;C;5;;Zurich, Switzerland
-1;1;Frolicher-Stehli, Mrs. Maxmillian (Margaretha Emerentia Stehli);female;48;1;1;13567;79,2;B41;C;5;;Zurich, Switzerland
-1;0;Fry, Mr. Richard;male;;0;0;112058;0;B102;S;;;
-1;0;Futrelle, Mr. Jacques Heath;male;37;1;0;113803;53,1;C123;S;;;Scituate, MA
-1;1;Futrelle, Mrs. Jacques Heath (Lily May Peel);female;35;1;0;113803;53,1;C123;S;D;;Scituate, MA
-1;0;Gee, Mr. Arthur H;male;47;0;0;111320;38,5;E63;S;;275;St Anne's-on-Sea, Lancashire
-1;1;Geiger, Miss. Amalie;female;35;0;0;113503;211,5;C130;C;4;;
-1;1;Gibson, Miss. Dorothy Winifred;female;22;0;1;112378;59,4;;C;7;;New York, NY
-1;1;Gibson, Mrs. Leonard (Pauline C Boeson);female;45;0;1;112378;59,4;;C;7;;New York, NY
-1;0;Giglio, Mr. Victor;male;24;0;0;PC 17593;79,2;B86;C;;;
-1;1;Goldenberg, Mr. Samuel L;male;49;1;0;17453;89,1042;C92;C;5;;Paris, France / New York, NY
-1;1;Goldenberg, Mrs. Samuel L (Edwiga Grabowska);female;;1;0;17453;89,1042;C92;C;5;;Paris, France / New York, NY
-1;0;Goldschmidt, Mr. George B;male;71;0;0;PC 17754;34,6542;A5;C;;;New York, NY
-1;1;Gracie, Col. Archibald IV;male;53;0;0;113780;28,5;C51;C;B;;Washington, DC
-1;1;Graham, Miss. Margaret Edith;female;19;0;0;112053;30;B42;S;3;;Greenwich, CT
-1;0;Graham, Mr. George Edward;male;38;0;1;PC 17582;153,4625;C91;S;;147;Winnipeg, MB
-1;1;Graham, Mrs. William Thompson (Edith Junkins);female;58;0;1;PC 17582;153,4625;C125;S;3;;Greenwich, CT
-1;1;Greenfield, Mr. William Bertram;male;23;0;1;PC 17759;63,3583;D10 D12;C;7;;New York, NY
-1;1;Greenfield, Mrs. Leo David (Blanche Strouse);female;45;0;1;PC 17759;63,3583;D10 D12;C;7;;New York, NY
-1;0;Guggenheim, Mr. Benjamin;male;46;0;0;PC 17593;79,2;B82 B84;C;;;New York, NY
-1;1;Harder, Mr. George Achilles;male;25;1;0;11765;55,4417;E50;C;5;;Brooklyn, NY
-1;1;Harder, Mrs. George Achilles (Dorothy Annan);female;25;1;0;11765;55,4417;E50;C;5;;Brooklyn, NY
-1;1;Harper, Mr. Henry Sleeper;male;48;1;0;PC 17572;76,7292;D33;C;3;;New York, NY
-1;1;Harper, Mrs. Henry Sleeper (Myna Haxtun);female;49;1;0;PC 17572;76,7292;D33;C;3;;New York, NY
-1;0;Harrington, Mr. Charles H;male;;0;0;113796;42,4;;S;;;
-1;0;Harris, Mr. Henry Birkhardt;male;45;1;0;36973;83,475;C83;S;;;New York, NY
-1;1;Harris, Mrs. Henry Birkhardt (Irene Wallach);female;35;1;0;36973;83,475;C83;S;D;;New York, NY
-1;0;Harrison, Mr. William;male;40;0;0;112059;0;B94;S;;110;
-1;1;Hassab, Mr. Hammad;male;27;0;0;PC 17572;76,7292;D49;C;3;;
-1;1;Hawksford, Mr. Walter James;male;;0;0;16988;30;D45;S;3;;Kingston, Surrey
-1;1;Hays, Miss. Margaret Bechstein;female;24;0;0;11767;83,1583;C54;C;7;;New York, NY
-1;0;Hays, Mr. Charles Melville;male;55;1;1;12749;93,5;B69;S;;307;Montreal, PQ
-1;1;Hays, Mrs. Charles Melville (Clara Jennings Gregg);female;52;1;1;12749;93,5;B69;S;3;;Montreal, PQ
-1;0;Head, Mr. Christopher;male;42;0;0;113038;42,5;B11;S;;;London / Middlesex
-1;0;Hilliard, Mr. Herbert Henry;male;;0;0;17463;51,8625;E46;S;;;Brighton, MA
-1;0;Hipkins, Mr. William Edward;male;55;0;0;680;50;C39;S;;;London / Birmingham
-1;1;Hippach, Miss. Jean Gertrude;female;16;0;1;111361;57,9792;B18;C;4;;Chicago, IL
-1;1;Hippach, Mrs. Louis Albert (Ida Sophia Fischer);female;44;0;1;111361;57,9792;B18;C;4;;Chicago, IL
-1;1;Hogeboom, Mrs. John C (Anna Andrews);female;51;1;0;13502;77,9583;D11;S;10;;Hudson, NY
-1;0;Holverson, Mr. Alexander Oskar;male;42;1;0;113789;52;;S;;38;New York, NY
-1;1;Holverson, Mrs. Alexander Oskar (Mary Aline Towner);female;35;1;0;113789;52;;S;8;;New York, NY
-1;1;"Homer, Mr. Harry (""Mr E Haven"")";male;35;0;0;111426;26,55;;C;15;;Indianapolis, IN
-1;1;Hoyt, Mr. Frederick Maxfield;male;38;1;0;19943;90;C93;S;D;;New York, NY / Stamford CT
-1;0;Hoyt, Mr. William Fisher;male;;0;0;PC 17600;30,6958;;C;14;;New York, NY
-1;1;Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby);female;35;1;0;19943;90;C93;S;D;;New York, NY / Stamford CT
-1;1;Icard, Miss. Amelie;female;38;0;0;113572;80;B28;;6;;
-1;0;Isham, Miss. Ann Elizabeth;female;50;0;0;PC 17595;28,7125;C49;C;;;Paris, France New York, NY
-1;1;Ismay, Mr. Joseph Bruce;male;49;0;0;112058;0;B52 B54 B56;S;C;;Liverpool
-1;0;Jones, Mr. Charles Cresson;male;46;0;0;694;26;;S;;80;Bennington, VT
-1;0;Julian, Mr. Henry Forbes;male;50;0;0;113044;26;E60;S;;;London
-1;0;Keeping, Mr. Edwin;male;32,5;0;0;113503;211,5;C132;C;;45;
-1;0;Kent, Mr. Edward Austin;male;58;0;0;11771;29,7;B37;C;;258;Buffalo, NY
-1;0;Kenyon, Mr. Frederick R;male;41;1;0;17464;51,8625;D21;S;;;Southington / Noank, CT
-1;1;Kenyon, Mrs. Frederick R (Marion);female;;1;0;17464;51,8625;D21;S;8;;Southington / Noank, CT
-1;1;Kimball, Mr. Edwin Nelson Jr;male;42;1;0;11753;52,5542;D19;S;5;;Boston, MA
-1;1;Kimball, Mrs. Edwin Nelson Jr (Gertrude Parsons);female;45;1;0;11753;52,5542;D19;S;5;;Boston, MA
-1;0;Klaber, Mr. Herman;male;;0;0;113028;26,55;C124;S;;;Portland, OR
-1;1;Kreuchen, Miss. Emilie;female;39;0;0;24160;211,3375;;S;2;;
-1;1;Leader, Dr. Alice (Farnham);female;49;0;0;17465;25,9292;D17;S;8;;New York, NY
-1;1;LeRoy, Miss. Bertha;female;30;0;0;PC 17761;106,425;;C;2;;
-1;1;Lesurer, Mr. Gustave J;male;35;0;0;PC 17755;512,3292;B101;C;3;;
-1;0;Lewy, Mr. Ervin G;male;;0;0;PC 17612;27,7208;;C;;;Chicago, IL
-1;0;"Lindeberg-Lind, Mr. Erik Gustaf (""Mr Edward Lingrey"")";male;42;0;0;17475;26,55;;S;;;Stockholm, Sweden
-1;1;Lindstrom, Mrs. Carl Johan (Sigrid Posse);female;55;0;0;112377;27,7208;;C;6;;Stockholm, Sweden
-1;1;Lines, Miss. Mary Conover;female;16;0;1;PC 17592;39,4;D28;S;9;;Paris, France
-1;1;Lines, Mrs. Ernest H (Elizabeth Lindsey James);female;51;0;1;PC 17592;39,4;D28;S;9;;Paris, France
-1;0;Long, Mr. Milton Clyde;male;29;0;0;113501;30;D6;S;;126;Springfield, MA
-1;1;Longley, Miss. Gretchen Fiske;female;21;0;0;13502;77,9583;D9;S;10;;Hudson, NY
-1;0;Loring, Mr. Joseph Holland;male;30;0;0;113801;45,5;;S;;;London / New York, NY
-1;1;Lurette, Miss. Elise;female;58;0;0;PC 17569;146,5208;B80;C;;;
-1;1;Madill, Miss. Georgette Alexandra;female;15;0;1;24160;211,3375;B5;S;2;;St Louis, MO
-1;0;Maguire, Mr. John Edward;male;30;0;0;110469;26;C106;S;;;Brockton, MA
-1;1;Maioni, Miss. Roberta;female;16;0;0;110152;86,5;B79;S;8;;
-1;1;Marechal, Mr. Pierre;male;;0;0;11774;29,7;C47;C;7;;Paris, France
-1;0;Marvin, Mr. Daniel Warner;male;19;1;0;113773;53,1;D30;S;;;New York, NY
-1;1;Marvin, Mrs. Daniel Warner (Mary Graham Carmichael Farquarson);female;18;1;0;113773;53,1;D30;S;10;;New York, NY
-1;1;"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")";female;24;0;0;PC 17482;49,5042;C90;C;6;;Belgium Montreal, PQ
-1;0;McCaffry, Mr. Thomas Francis;male;46;0;0;13050;75,2417;C6;C;;292;Vancouver, BC
-1;0;McCarthy, Mr. Timothy J;male;54;0;0;17463;51,8625;E46;S;;175;Dorchester, MA
-1;1;McGough, Mr. James Robert;male;36;0;0;PC 17473;26,2875;E25;S;7;;Philadelphia, PA
-1;0;Meyer, Mr. Edgar Joseph;male;28;1;0;PC 17604;82,1708;;C;;;New York, NY
-1;1;Meyer, Mrs. Edgar Joseph (Leila Saks);female;;1;0;PC 17604;82,1708;;C;6;;New York, NY
-1;0;Millet, Mr. Francis Davis;male;65;0;0;13509;26,55;E38;S;;249;East Bridgewater, MA
-1;0;Minahan, Dr. William Edward;male;44;2;0;19928;90;C78;Q;;230;Fond du Lac, WI
-1;1;Minahan, Miss. Daisy E;female;33;1;0;19928;90;C78;Q;14;;Green Bay, WI
-1;1;Minahan, Mrs. William Edward (Lillian E Thorpe);female;37;1;0;19928;90;C78;Q;14;;Fond du Lac, WI
-1;1;Mock, Mr. Philipp Edmund;male;30;1;0;13236;57,75;C78;C;11;;New York, NY
-1;0;Molson, Mr. Harry Markland;male;55;0;0;113787;30,5;C30;S;;;Montreal, PQ
-1;0;Moore, Mr. Clarence Bloomfield;male;47;0;0;113796;42,4;;S;;;Washington, DC
-1;0;Natsch, Mr. Charles H;male;37;0;1;PC 17596;29,7;C118;C;;;Brooklyn, NY
-1;1;Newell, Miss. Madeleine;female;31;1;0;35273;113,275;D36;C;6;;Lexington, MA
-1;1;Newell, Miss. Marjorie;female;23;1;0;35273;113,275;D36;C;6;;Lexington, MA
-1;0;Newell, Mr. Arthur Webster;male;58;0;2;35273;113,275;D48;C;;122;Lexington, MA
-1;1;Newsom, Miss. Helen Monypeny;female;19;0;2;11752;26,2833;D47;S;5;;New York, NY
-1;0;Nicholson, Mr. Arthur Ernest;male;64;0;0;693;26;;S;;263;Isle of Wight, England
-1;1;Oliva y Ocana, Dona. Fermina;female;39;0;0;PC 17758;108,9;C105;C;8;;
-1;1;Omont, Mr. Alfred Fernand;male;;0;0;F.C. 12998;25,7417;;C;7;;Paris, France
-1;1;Ostby, Miss. Helene Ragnhild;female;22;0;1;113509;61,9792;B36;C;5;;Providence, RI
-1;0;Ostby, Mr. Engelhart Cornelius;male;65;0;1;113509;61,9792;B30;C;;234;Providence, RI
-1;0;Ovies y Rodriguez, Mr. Servando;male;28,5;0;0;PC 17562;27,7208;D43;C;;189;?Havana, Cuba
-1;0;Parr, Mr. William Henry Marsh;male;;0;0;112052;0;;S;;;Belfast
-1;0;Partner, Mr. Austen;male;45,5;0;0;113043;28,5;C124;S;;166;Surbiton Hill, Surrey
-1;0;Payne, Mr. Vivian Ponsonby;male;23;0;0;12749;93,5;B24;S;;;Montreal, PQ
-1;0;Pears, Mr. Thomas Clinton;male;29;1;0;113776;66,6;C2;S;;;Isleworth, England
-1;1;Pears, Mrs. Thomas (Edith Wearne);female;22;1;0;113776;66,6;C2;S;8;;Isleworth, England
-1;0;Penasco y Castellana, Mr. Victor de Satode;male;18;1;0;PC 17758;108,9;C65;C;;;Madrid, Spain
-1;1;Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo);female;17;1;0;PC 17758;108,9;C65;C;8;;Madrid, Spain
-1;1;Perreault, Miss. Anne;female;30;0;0;12749;93,5;B73;S;3;;
-1;1;Peuchen, Major. Arthur Godfrey;male;52;0;0;113786;30,5;C104;S;6;;Toronto, ON
-1;0;Porter, Mr. Walter Chamberlain;male;47;0;0;110465;52;C110;S;;207;Worcester, MA
-1;1;Potter, Mrs. Thomas Jr (Lily Alexenia Wilson);female;56;0;1;11767;83,1583;C50;C;7;;Mt Airy, Philadelphia, PA
-1;0;Reuchlin, Jonkheer. John George;male;38;0;0;19972;0;;S;;;Rotterdam, Netherlands
-1;1;Rheims, Mr. George Alexander Lucien;male;;0;0;PC 17607;39,6;;S;A;;Paris / New York, NY
-1;0;Ringhini, Mr. Sante;male;22;0;0;PC 17760;135,6333;;C;;232;
-1;0;Robbins, Mr. Victor;male;;0;0;PC 17757;227,525;;C;;;
-1;1;Robert, Mrs. Edward Scott (Elisabeth Walton McMillan);female;43;0;1;24160;211,3375;B3;S;2;;St Louis, MO
-1;0;Roebling, Mr. Washington Augustus II;male;31;0;0;PC 17590;50,4958;A24;S;;;Trenton, NJ
-1;1;"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")";male;45;0;0;111428;26,55;;S;9;;New York, NY
-1;0;Rood, Mr. Hugh Roscoe;male;;0;0;113767;50;A32;S;;;Seattle, WA
-1;1;Rosenbaum, Miss. Edith Louise;female;33;0;0;PC 17613;27,7208;A11;C;11;;Paris, France
-1;0;"Rosenshine, Mr. George (""Mr George Thorne"")";male;46;0;0;PC 17585;79,2;;C;;16;New York, NY
-1;0;Ross, Mr. John Hugo;male;36;0;0;13049;40,125;A10;C;;;Winnipeg, MB
-1;1;Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards);female;33;0;0;110152;86,5;B77;S;8;;London Vancouver, BC
-1;0;Rothschild, Mr. Martin;male;55;1;0;PC 17603;59,4;;C;;;New York, NY
-1;1;Rothschild, Mrs. Martin (Elizabeth L. Barrett);female;54;1;0;PC 17603;59,4;;C;6;;New York, NY
-1;0;Rowe, Mr. Alfred G;male;33;0;0;113790;26,55;;S;;109;London
-1;1;Ryerson, Master. John Borie;male;13;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
-1;1;Ryerson, Miss. Emily Borie;female;18;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
-1;1;"Ryerson, Miss. Susan Parker ""Suzette""";female;21;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
-1;0;Ryerson, Mr. Arthur Larned;male;61;1;3;PC 17608;262,375;B57 B59 B63 B66;C;;;Haverford, PA / Cooperstown, NY
-1;1;Ryerson, Mrs. Arthur Larned (Emily Maria Borie);female;48;1;3;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
-1;1;Saalfeld, Mr. Adolphe;male;;0;0;19988;30,5;C106;S;3;;Manchester, England
-1;1;Sagesser, Mlle. Emma;female;24;0;0;PC 17477;69,3;B35;C;9;;
-1;1;Salomon, Mr. Abraham L;male;;0;0;111163;26;;S;1;;New York, NY
-1;1;Schabert, Mrs. Paul (Emma Mock);female;35;1;0;13236;57,75;C28;C;11;;New York, NY
-1;1;Serepeca, Miss. Augusta;female;30;0;0;113798;31;;C;4;;
-1;1;Seward, Mr. Frederic Kimber;male;34;0;0;113794;26,55;;S;7;;New York, NY
-1;1;Shutes, Miss. Elizabeth W;female;40;0;0;PC 17582;153,4625;C125;S;3;;New York, NY / Greenwich CT
-1;1;Silverthorne, Mr. Spencer Victor;male;35;0;0;PC 17475;26,2875;E24;S;5;;St Louis, MO
-1;0;Silvey, Mr. William Baird;male;50;1;0;13507;55,9;E44;S;;;Duluth, MN
-1;1;Silvey, Mrs. William Baird (Alice Munger);female;39;1;0;13507;55,9;E44;S;11;;Duluth, MN
-1;1;Simonius-Blumer, Col. Oberst Alfons;male;56;0;0;13213;35,5;A26;C;3;;Basel, Switzerland
-1;1;Sloper, Mr. William Thompson;male;28;0;0;113788;35,5;A6;S;7;;New Britain, CT
-1;0;Smart, Mr. John Montgomery;male;56;0;0;113792;26,55;;S;;;New York, NY
-1;0;Smith, Mr. James Clinch;male;56;0;0;17764;30,6958;A7;C;;;St James, Long Island, NY
-1;0;Smith, Mr. Lucien Philip;male;24;1;0;13695;60;C31;S;;;Huntington, WV
-1;0;Smith, Mr. Richard William;male;;0;0;113056;26;A19;S;;;Streatham, Surrey
-1;1;Smith, Mrs. Lucien Philip (Mary Eloise Hughes);female;18;1;0;13695;60;C31;S;6;;Huntington, WV
-1;1;Snyder, Mr. John Pillsbury;male;24;1;0;21228;82,2667;B45;S;7;;Minneapolis, MN
-1;1;Snyder, Mrs. John Pillsbury (Nelle Stevenson);female;23;1;0;21228;82,2667;B45;S;7;;Minneapolis, MN
-1;1;Spedden, Master. Robert Douglas;male;6;0;2;16966;134,5;E34;C;3;;Tuxedo Park, NY
-1;1;Spedden, Mr. Frederic Oakley;male;45;1;1;16966;134,5;E34;C;3;;Tuxedo Park, NY
-1;1;Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone);female;40;1;1;16966;134,5;E34;C;3;;Tuxedo Park, NY
-1;0;Spencer, Mr. William Augustus;male;57;1;0;PC 17569;146,5208;B78;C;;;Paris, France
-1;1;Spencer, Mrs. William Augustus (Marie Eugenie);female;;1;0;PC 17569;146,5208;B78;C;6;;Paris, France
-1;1;Stahelin-Maeglin, Dr. Max;male;32;0;0;13214;30,5;B50;C;3;;Basel, Switzerland
-1;0;Stead, Mr. William Thomas;male;62;0;0;113514;26,55;C87;S;;;Wimbledon Park, London / Hayling Island, Hants
-1;1;Stengel, Mr. Charles Emil Henry;male;54;1;0;11778;55,4417;C116;C;1;;Newark, NJ
-1;1;Stengel, Mrs. Charles Emil Henry (Annie May Morris);female;43;1;0;11778;55,4417;C116;C;5;;Newark, NJ
-1;1;Stephenson, Mrs. Walter Bertram (Martha Eustis);female;52;1;0;36947;78,2667;D20;C;4;;Haverford, PA
-1;0;Stewart, Mr. Albert A;male;;0;0;PC 17605;27,7208;;C;;;Gallipolis, Ohio / ? Paris / New York
-1;1;Stone, Mrs. George Nelson (Martha Evelyn);female;62;0;0;113572;80;B28;;6;;Cincinatti, OH
-1;0;Straus, Mr. Isidor;male;67;1;0;PC 17483;221,7792;C55 C57;S;;96;New York, NY
-1;0;Straus, Mrs. Isidor (Rosalie Ida Blun);female;63;1;0;PC 17483;221,7792;C55 C57;S;;;New York, NY
-1;0;Sutton, Mr. Frederick;male;61;0;0;36963;32,3208;D50;S;;46;Haddenfield, NJ
-1;1;Swift, Mrs. Frederick Joel (Margaret Welles Barron);female;48;0;0;17466;25,9292;D17;S;8;;Brooklyn, NY
-1;1;Taussig, Miss. Ruth;female;18;0;2;110413;79,65;E68;S;8;;New York, NY
-1;0;Taussig, Mr. Emil;male;52;1;1;110413;79,65;E67;S;;;New York, NY
-1;1;Taussig, Mrs. Emil (Tillie Mandelbaum);female;39;1;1;110413;79,65;E67;S;8;;New York, NY
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-1;1;Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright);female;;1;0;19996;52;C126;S;5 7;;London / East Orange, NJ
-1;0;Thayer, Mr. John Borland;male;49;1;1;17421;110,8833;C68;C;;;Haverford, PA
-1;1;Thayer, Mr. John Borland Jr;male;17;0;2;17421;110,8833;C70;C;B;;Haverford, PA
-1;1;Thayer, Mrs. John Borland (Marian Longstreth Morris);female;39;1;1;17421;110,8833;C68;C;4;;Haverford, PA
-1;1;Thorne, Mrs. Gertrude Maybelle;female;;0;0;PC 17585;79,2;;C;D;;New York, NY
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-1;0;Uruchurtu, Don. Manuel E;male;40;0;0;PC 17601;27,7208;;C;;;Mexico City, Mexico
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-1;0;Walker, Mr. William Anderson;male;47;0;0;36967;34,0208;D46;S;;;East Orange, NJ
-1;1;Ward, Miss. Anna;female;35;0;0;PC 17755;512,3292;;C;3;;
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-1;1;Warren, Mrs. Frank Manley (Anna Sophia Atkinson);female;60;1;0;110813;75,25;D37;C;5;;Portland, OR
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-1;0;White, Mr. Percival Wayland;male;54;0;1;35281;77,2875;D26;S;;;Brunswick, ME
-1;0;White, Mr. Richard Frasar;male;21;0;1;35281;77,2875;D26;S;;169;Brunswick, ME
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-1;0;Wick, Mr. George Dennick;male;57;1;1;36928;164,8667;;S;;;Youngstown, OH
-1;1;Wick, Mrs. George Dennick (Mary Hitchcock);female;45;1;1;36928;164,8667;;S;8;;Youngstown, OH
-1;0;Widener, Mr. George Dunton;male;50;1;1;113503;211,5;C80;C;;;Elkins Park, PA
-1;0;Widener, Mr. Harry Elkins;male;27;0;2;113503;211,5;C82;C;;;Elkins Park, PA
-1;1;Widener, Mrs. George Dunton (Eleanor Elkins);female;50;1;1;113503;211,5;C80;C;4;;Elkins Park, PA
-1;1;Willard, Miss. Constance;female;21;0;0;113795;26,55;;S;8 10;;Duluth, MN
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-1;1;Williams, Mr. Richard Norris II;male;21;0;1;PC 17597;61,3792;;C;A;;Geneva, Switzerland / Radnor, PA
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-1;0;Wright, Mr. George;male;62;0;0;113807;26,55;;S;;;Halifax, NS
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-2;1;Abelson, Mrs. Samuel (Hannah Wizosky);female;28;1;0;P/PP 3381;24;;C;10;;Russia New York, NY
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-2;0;Beauchamp, Mr. Henry James;male;28;0;0;244358;26;;S;;;England
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-2;1;Becker, Miss. Ruth Elizabeth;female;12;2;1;230136;39;F4;S;13;;Guntur, India / Benton Harbour, MI
-2;1;Becker, Mrs. Allen Oliver (Nellie E Baumgardner);female;36;0;3;230136;39;F4;S;11;;Guntur, India / Benton Harbour, MI
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-2;0;Botsford, Mr. William Hull;male;26;0;0;237670;13;;S;;;Elmira, NY / Orange, NJ
-2;0;Bowenur, Mr. Solomon;male;42;0;0;211535;13;;S;;;London
-2;0;Bracken, Mr. James H;male;27;0;0;220367;13;;S;;;Lake Arthur, Chavez County, NM
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-2;1;Brown, Miss. Edith Eileen;female;15;0;2;29750;39;;S;14;;Cape Town, South Africa / Seattle, WA
-2;0;Brown, Mr. Thomas William Solomon;male;60;1;1;29750;39;;S;;;Cape Town, South Africa / Seattle, WA
-2;1;Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford);female;40;1;1;29750;39;;S;14;;Cape Town, South Africa / Seattle, WA
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-2;0;Bryhl, Mr. Kurt Arnold Gottfrid;male;25;1;0;236853;26;;S;;;Skara, Sweden / Rockford, IL
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-2;0;Butler, Mr. Reginald Fenton;male;25;0;0;234686;13;;S;;97;Southsea, Hants
-2;0;Byles, Rev. Thomas Roussel Davids;male;42;0;0;244310;13;;S;;;London
-2;1;Bystrom, Mrs. (Karolina);female;42;0;0;236852;13;;S;;;New York, NY
-2;1;Caldwell, Master. Alden Gates;male;0,8333;0;2;248738;29;;S;13;;Bangkok, Thailand / Roseville, IL
-2;1;Caldwell, Mr. Albert Francis;male;26;1;1;248738;29;;S;13;;Bangkok, Thailand / Roseville, IL
-2;1;Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh);female;22;1;1;248738;29;;S;13;;Bangkok, Thailand / Roseville, IL
-2;1;Cameron, Miss. Clear Annie;female;35;0;0;F.C.C. 13528;21;;S;14;;Mamaroneck, NY
-2;0;Campbell, Mr. William;male;;0;0;239853;0;;S;;;Belfast
-2;0;Carbines, Mr. William;male;19;0;0;28424;13;;S;;18;St Ives, Cornwall / Calumet, MI
-2;0;Carter, Mrs. Ernest Courtenay (Lilian Hughes);female;44;1;0;244252;26;;S;;;London
-2;0;Carter, Rev. Ernest Courtenay;male;54;1;0;244252;26;;S;;;London
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-2;0;Chapman, Mr. John Henry;male;37;1;0;SC/AH 29037;26;;S;;17;Cornwall / Spokane, WA
-2;0;Chapman, Mrs. John Henry (Sara Elizabeth Lawry);female;29;1;0;SC/AH 29037;26;;S;;;Cornwall / Spokane, WA
-2;1;Christy, Miss. Julie Rachel;female;25;1;1;237789;30;;S;12;;London
-2;1;Christy, Mrs. (Alice Frances);female;45;0;2;237789;30;;S;12;;London
-2;0;Clarke, Mr. Charles Valentine;male;29;1;0;2003;26;;S;;;England / San Francisco, CA
-2;1;Clarke, Mrs. Charles V (Ada Maria Winfield);female;28;1;0;2003;26;;S;14;;England / San Francisco, CA
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-2;0;Collander, Mr. Erik Gustaf;male;28;0;0;248740;13;;S;;;Helsinki, Finland Ashtabula, Ohio
-2;1;Collett, Mr. Sidney C Stuart;male;24;0;0;28034;10,5;;S;9;;London / Fort Byron, NY
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-2;0;Collyer, Mr. Harvey;male;31;1;1;C.A. 31921;26,25;;S;;;Bishopstoke, Hants / Fayette Valley, ID
-2;1;Collyer, Mrs. Harvey (Charlotte Annie Tate);female;31;1;1;C.A. 31921;26,25;;S;14;;Bishopstoke, Hants / Fayette Valley, ID
-2;1;Cook, Mrs. (Selena Rogers);female;22;0;0;W./C. 14266;10,5;F33;S;14;;Pennsylvania
-2;0;Corbett, Mrs. Walter H (Irene Colvin);female;30;0;0;237249;13;;S;;;Provo, UT
-2;0;Corey, Mrs. Percy C (Mary Phyllis Elizabeth Miller);female;;0;0;F.C.C. 13534;21;;S;;;Upper Burma, India Pittsburgh, PA
-2;0;"Cotterill, Mr. Henry ""Harry""";male;21;0;0;29107;11,5;;S;;;Penzance, Cornwall / Akron, OH
-2;0;Cunningham, Mr. Alfred Fleming;male;;0;0;239853;0;;S;;;Belfast
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-2;0;Davies, Mr. Charles Henry;male;18;0;0;S.O.C. 14879;73,5;;S;;;Lyndhurst, England
-2;1;Davies, Mrs. John Morgan (Elizabeth Agnes Mary White) ;female;48;0;2;C.A. 33112;36,75;;S;14;;St Ives, Cornwall / Hancock, MI
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-2;0;de Brito, Mr. Jose Joaquim;male;32;0;0;244360;13;;S;;;Portugal / Sau Paulo, Brazil
-2;0;Deacon, Mr. Percy William;male;17;0;0;S.O.C. 14879;73,5;;S;;;
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-2;1;del Carlo, Mrs. Sebastiano (Argenia Genovesi);female;24;1;0;SC/PARIS 2167;27,7208;;C;12;;Lucca, Italy / California
-2;0;Denbury, Mr. Herbert;male;25;0;0;C.A. 31029;31,5;;S;;;Guernsey / Elizabeth, NJ
-2;0;Dibden, Mr. William;male;18;0;0;S.O.C. 14879;73,5;;S;;;New Forest, England
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-2;1;Doling, Mrs. John T (Ada Julia Bone);female;34;0;1;231919;23;;S;;;Southampton
-2;0;Downton, Mr. William James;male;54;0;0;28403;26;;S;;;Holley, NY
-2;1;Drew, Master. Marshall Brines;male;8;0;2;28220;32,5;;S;10;;Greenport, NY
-2;0;Drew, Mr. James Vivian;male;42;1;1;28220;32,5;;S;;;Greenport, NY
-2;1;Drew, Mrs. James Vivian (Lulu Thorne Christian);female;34;1;1;28220;32,5;;S;10;;Greenport, NY
-2;1;Duran y More, Miss. Asuncion;female;27;1;0;SC/PARIS 2149;13,8583;;C;12;;Barcelona, Spain / Havana, Cuba
-2;1;Duran y More, Miss. Florentina;female;30;1;0;SC/PARIS 2148;13,8583;;C;12;;Barcelona, Spain / Havana, Cuba
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-2;0;Enander, Mr. Ingvar;male;21;0;0;236854;13;;S;;;Goteborg, Sweden / Rockford, IL
-2;0;Fahlstrom, Mr. Arne Jonas;male;18;0;0;236171;13;;S;;;Oslo, Norway Bayonne, NJ
-2;0;Faunthorpe, Mr. Harry;male;40;1;0;2926;26;;S;;286;England / Philadelphia, PA
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-2;0;Fox, Mr. Stanley Hubert;male;36;0;0;229236;13;;S;;236;Rochester, NY
-2;0;"Frost, Mr. Anthony Wood ""Archie""";male;;0;0;239854;0;;S;;;Belfast
-2;0;Funk, Miss. Annie Clemmer;female;38;0;0;237671;13;;S;;;Janjgir, India / Pennsylvania
-2;0;Fynney, Mr. Joseph J;male;35;0;0;239865;26;;S;;322;Liverpool / Montreal, PQ
-2;0;Gale, Mr. Harry;male;38;1;0;28664;21;;S;;;Cornwall / Clear Creek, CO
-2;0;Gale, Mr. Shadrach;male;34;1;0;28664;21;;S;;;Cornwall / Clear Creek, CO
-2;1;Garside, Miss. Ethel;female;34;0;0;243880;13;;S;12;;Brooklyn, NY
-2;0;Gaskell, Mr. Alfred;male;16;0;0;239865;26;;S;;;Liverpool / Montreal, PQ
-2;0;Gavey, Mr. Lawrence;male;26;0;0;31028;10,5;;S;;;Guernsey / Elizabeth, NJ
-2;0;Gilbert, Mr. William;male;47;0;0;C.A. 30769;10,5;;S;;;Cornwall
-2;0;Giles, Mr. Edgar;male;21;1;0;28133;11,5;;S;;;Cornwall / Camden, NJ
-2;0;Giles, Mr. Frederick Edward;male;21;1;0;28134;11,5;;S;;;Cornwall / Camden, NJ
-2;0;Giles, Mr. Ralph;male;24;0;0;248726;13,5;;S;;297;West Kensington, London
-2;0;Gill, Mr. John William;male;24;0;0;233866;13;;S;;155;Clevedon, England
-2;0;Gillespie, Mr. William Henry;male;34;0;0;12233;13;;S;;;Vancouver, BC
-2;0;Givard, Mr. Hans Kristensen;male;30;0;0;250646;13;;S;;305;
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-2;0;Hale, Mr. Reginald;male;30;0;0;250653;13;;S;;75;Auburn, NY
-2;1;Hamalainen, Master. Viljo;male;0,6667;1;1;250649;14,5;;S;4;;Detroit, MI
-2;1;Hamalainen, Mrs. William (Anna);female;24;0;2;250649;14,5;;S;4;;Detroit, MI
-2;0;Harbeck, Mr. William H;male;44;0;0;248746;13;;S;;35;Seattle, WA / Toledo, OH
-2;1;"Harper, Miss. Annie Jessie ""Nina""";female;6;0;1;248727;33;;S;11;;Denmark Hill, Surrey / Chicago
-2;0;Harper, Rev. John;male;28;0;1;248727;33;;S;;;Denmark Hill, Surrey / Chicago
-2;1;Harris, Mr. George;male;62;0;0;S.W./PP 752;10,5;;S;15;;London
-2;0;Harris, Mr. Walter;male;30;0;0;W/C 14208;10,5;;S;;;Walthamstow, England
-2;1;Hart, Miss. Eva Miriam;female;7;0;2;F.C.C. 13529;26,25;;S;14;;Ilford, Essex / Winnipeg, MB
-2;0;Hart, Mr. Benjamin;male;43;1;1;F.C.C. 13529;26,25;;S;;;Ilford, Essex / Winnipeg, MB
-2;1;Hart, Mrs. Benjamin (Esther Ada Bloomfield);female;45;1;1;F.C.C. 13529;26,25;;S;14;;Ilford, Essex / Winnipeg, MB
-2;1;Herman, Miss. Alice;female;24;1;2;220845;65;;S;9;;Somerset / Bernardsville, NJ
-2;1;Herman, Miss. Kate;female;24;1;2;220845;65;;S;9;;Somerset / Bernardsville, NJ
-2;0;Herman, Mr. Samuel;male;49;1;2;220845;65;;S;;;Somerset / Bernardsville, NJ
-2;1;Herman, Mrs. Samuel (Jane Laver);female;48;1;2;220845;65;;S;9;;Somerset / Bernardsville, NJ
-2;1;Hewlett, Mrs. (Mary D Kingcome) ;female;55;0;0;248706;16;;S;13;;India / Rapid City, SD
-2;0;Hickman, Mr. Leonard Mark;male;24;2;0;S.O.C. 14879;73,5;;S;;;West Hampstead, London / Neepawa, MB
-2;0;Hickman, Mr. Lewis;male;32;2;0;S.O.C. 14879;73,5;;S;;256;West Hampstead, London / Neepawa, MB
-2;0;Hickman, Mr. Stanley George;male;21;2;0;S.O.C. 14879;73,5;;S;;;West Hampstead, London / Neepawa, MB
-2;0;Hiltunen, Miss. Marta;female;18;1;1;250650;13;;S;;;Kontiolahti, Finland / Detroit, MI
-2;1;"Hocking, Miss. Ellen ""Nellie""";female;20;2;1;29105;23;;S;4;;Cornwall / Akron, OH
-2;0;Hocking, Mr. Richard George;male;23;2;1;29104;11,5;;S;;;Cornwall / Akron, OH
-2;0;Hocking, Mr. Samuel James Metcalfe;male;36;0;0;242963;13;;S;;;Devonport, England
-2;1;Hocking, Mrs. Elizabeth (Eliza Needs);female;54;1;3;29105;23;;S;4;;Cornwall / Akron, OH
-2;0;Hodges, Mr. Henry Price;male;50;0;0;250643;13;;S;;149;Southampton
-2;0;Hold, Mr. Stephen;male;44;1;0;26707;26;;S;;;England / Sacramento, CA
-2;1;Hold, Mrs. Stephen (Annie Margaret Hill);female;29;1;0;26707;26;;S;10;;England / Sacramento, CA
-2;0;Hood, Mr. Ambrose Jr;male;21;0;0;S.O.C. 14879;73,5;;S;;;New Forest, England
-2;1;Hosono, Mr. Masabumi;male;42;0;0;237798;13;;S;10;;Tokyo, Japan
-2;0;Howard, Mr. Benjamin;male;63;1;0;24065;26;;S;;;Swindon, England
-2;0;Howard, Mrs. Benjamin (Ellen Truelove Arman);female;60;1;0;24065;26;;S;;;Swindon, England
-2;0;Hunt, Mr. George Henry;male;33;0;0;SCO/W 1585;12,275;;S;;;Philadelphia, PA
-2;1;Ilett, Miss. Bertha;female;17;0;0;SO/C 14885;10,5;;S;;;Guernsey
-2;0;Jacobsohn, Mr. Sidney Samuel;male;42;1;0;243847;27;;S;;;London
-2;1;Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy);female;24;2;1;243847;27;;S;12;;London
-2;0;Jarvis, Mr. John Denzil;male;47;0;0;237565;15;;S;;;North Evington, England
-2;0;Jefferys, Mr. Clifford Thomas;male;24;2;0;C.A. 31029;31,5;;S;;;Guernsey / Elizabeth, NJ
-2;0;Jefferys, Mr. Ernest Wilfred;male;22;2;0;C.A. 31029;31,5;;S;;;Guernsey / Elizabeth, NJ
-2;0;Jenkin, Mr. Stephen Curnow;male;32;0;0;C.A. 33111;10,5;;S;;;St Ives, Cornwall / Houghton, MI
-2;1;Jerwan, Mrs. Amin S (Marie Marthe Thuillard);female;23;0;0;SC/AH Basle 541;13,7917;D;C;11;;New York, NY
-2;0;Kantor, Mr. Sinai;male;34;1;0;244367;26;;S;;283;Moscow / Bronx, NY
-2;1;Kantor, Mrs. Sinai (Miriam Sternin);female;24;1;0;244367;26;;S;12;;Moscow / Bronx, NY
-2;0;Karnes, Mrs. J Frank (Claire Bennett);female;22;0;0;F.C.C. 13534;21;;S;;;India / Pittsburgh, PA
-2;1;Keane, Miss. Nora A;female;;0;0;226593;12,35;E101;Q;10;;Harrisburg, PA
-2;0;Keane, Mr. Daniel;male;35;0;0;233734;12,35;;Q;;;
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-2;0;Kirkland, Rev. Charles Leonard;male;57;0;0;219533;12,35;;Q;;;Glasgow / Bangor, ME
-2;0;Knight, Mr. Robert J;male;;0;0;239855;0;;S;;;Belfast
-2;0;Kvillner, Mr. Johan Henrik Johannesson;male;31;0;0;C.A. 18723;10,5;;S;;165;Sweden / Arlington, NJ
-2;0;Lahtinen, Mrs. William (Anna Sylfven);female;26;1;1;250651;26;;S;;;Minneapolis, MN
-2;0;Lahtinen, Rev. William;male;30;1;1;250651;26;;S;;;Minneapolis, MN
-2;0;Lamb, Mr. John Joseph;male;;0;0;240261;10,7083;;Q;;;
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-2;1;Laroche, Miss. Simonne Marie Anne Andree;female;3;1;2;SC/Paris 2123;41,5792;;C;14;;Paris / Haiti
-2;0;Laroche, Mr. Joseph Philippe Lemercier;male;25;1;2;SC/Paris 2123;41,5792;;C;;;Paris / Haiti
-2;1;Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue);female;22;1;2;SC/Paris 2123;41,5792;;C;14;;Paris / Haiti
-2;1;Lehmann, Miss. Bertha;female;17;0;0;SC 1748;12;;C;12;;Berne, Switzerland / Central City, IA
-2;1;Leitch, Miss. Jessie Wills;female;;0;0;248727;33;;S;11;;London / Chicago, IL
-2;1;Lemore, Mrs. (Amelia Milley);female;34;0;0;C.A. 34260;10,5;F33;S;14;;Chicago, IL
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-2;0;Leyson, Mr. Robert William Norman;male;24;0;0;C.A. 29566;10,5;;S;;108;
-2;0;Lingane, Mr. John;male;61;0;0;235509;12,35;;Q;;;
-2;0;Louch, Mr. Charles Alexander;male;50;1;0;SC/AH 3085;26;;S;;121;Weston-Super-Mare, Somerset
-2;1;Louch, Mrs. Charles Alexander (Alice Adelaide Slow);female;42;1;0;SC/AH 3085;26;;S;;;Weston-Super-Mare, Somerset
-2;0;Mack, Mrs. (Mary);female;57;0;0;S.O./P.P. 3;10,5;E77;S;;52;Southampton / New York, NY
-2;0;Malachard, Mr. Noel;male;;0;0;237735;15,0458;D;C;;;Paris
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-2;0;Mallet, Mr. Albert;male;31;1;1;S.C./PARIS 2079;37,0042;;C;;;Paris / Montreal, PQ
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-2;0;Matthews, Mr. William John;male;30;0;0;28228;13;;S;;;St Austall, Cornwall
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-2;0;McCrae, Mr. Arthur Gordon;male;32;0;0;237216;13,5;;S;;209;Sydney, Australia
-2;0;McCrie, Mr. James Matthew;male;30;0;0;233478;13;;S;;;Sarnia, ON
-2;0;McKane, Mr. Peter David;male;46;0;0;28403;26;;S;;;Rochester, NY
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-2;1;Mellinger, Mrs. (Elizabeth Anne Maidment);female;41;0;1;250644;19,5;;S;14;;England / Bennington, VT
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-2;0;Montvila, Rev. Juozas;male;27;0;0;211536;13;;S;;;Worcester, MA
-2;0;Moraweck, Dr. Ernest;male;54;0;0;29011;14;;S;;;Frankfort, KY
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-2;0;Myles, Mr. Thomas Francis;male;62;0;0;240276;9,6875;;Q;;;Cambridge, MA
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-2;1;Nasser, Mrs. Nicholas (Adele Achem);female;14;1;0;237736;30,0708;;C;;;New York, NY
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-2;1;Navratil, Master. Michel M;male;3;1;1;230080;26;F2;S;D;;Nice, France
-2;0;"Navratil, Mr. Michel (""Louis M Hoffman"")";male;36,5;0;2;230080;26;F2;S;;15;Nice, France
-2;0;Nesson, Mr. Israel;male;26;0;0;244368;13;F2;S;;;Boston, MA
-2;0;Nicholls, Mr. Joseph Charles;male;19;1;1;C.A. 33112;36,75;;S;;101;Cornwall / Hancock, MI
-2;0;Norman, Mr. Robert Douglas;male;28;0;0;218629;13,5;;S;;287;Glasgow
-2;1;"Nourney, Mr. Alfred (""Baron von Drachstedt"")";male;20;0;0;SC/PARIS 2166;13,8625;D38;C;7;;Cologne, Germany
-2;1;Nye, Mrs. (Elizabeth Ramell);female;29;0;0;C.A. 29395;10,5;F33;S;11;;Folkstone, Kent / New York, NY
-2;0;Otter, Mr. Richard;male;39;0;0;28213;13;;S;;;Middleburg Heights, OH
-2;1;Oxenham, Mr. Percy Thomas;male;22;0;0;W./C. 14260;10,5;;S;13;;Pondersend, England / New Durham, NJ
-2;1;Padro y Manent, Mr. Julian;male;;0;0;SC/PARIS 2146;13,8625;;C;9;;Spain / Havana, Cuba
-2;0;Pain, Dr. Alfred;male;23;0;0;244278;10,5;;S;;;Hamilton, ON
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-2;0;Parker, Mr. Clifford Richard;male;28;0;0;SC 14888;10,5;;S;;;St Andrews, Guernsey
-2;0;"Parkes, Mr. Francis ""Frank""";male;;0;0;239853;0;;S;;;Belfast
-2;1;Parrish, Mrs. (Lutie Davis);female;50;0;1;230433;26;;S;12;;Woodford County, KY
-2;0;Pengelly, Mr. Frederick William;male;19;0;0;28665;10,5;;S;;;Gunnislake, England / Butte, MT
-2;0;Pernot, Mr. Rene;male;;0;0;SC/PARIS 2131;15,05;;C;;;
-2;0;Peruschitz, Rev. Joseph Maria;male;41;0;0;237393;13;;S;;;
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-2;1;"Phillips, Miss. Kate Florence (""Mrs Kate Louise Phillips Marshall"")";female;19;0;0;250655;26;;S;11;;Worcester, England
-2;0;Phillips, Mr. Escott Robert;male;43;0;1;S.O./P.P. 2;21;;S;;;Ilfracombe, Devon
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-2;1;Portaluppi, Mr. Emilio Ilario Giuseppe;male;30;0;0;C.A. 34644;12,7375;;C;14;;Milford, NH
-2;0;Pulbaum, Mr. Franz;male;27;0;0;SC/PARIS 2168;15,0333;;C;;;Paris
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-2;1;Quick, Miss. Winifred Vera;female;8;1;1;26360;26;;S;11;;Plymouth, Devon / Detroit, MI
-2;1;Quick, Mrs. Frederick Charles (Jane Richards);female;33;0;2;26360;26;;S;11;;Plymouth, Devon / Detroit, MI
-2;0;Reeves, Mr. David;male;36;0;0;C.A. 17248;10,5;;S;;;Brighton, Sussex
-2;0;Renouf, Mr. Peter Henry;male;34;1;0;31027;21;;S;12;;Elizabeth, NJ
-2;1;Renouf, Mrs. Peter Henry (Lillian Jefferys);female;30;3;0;31027;21;;S;;;Elizabeth, NJ
-2;1;Reynaldo, Ms. Encarnacion;female;28;0;0;230434;13;;S;9;;Spain
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-2;1;Richards, Master. George Sibley;male;0,8333;1;1;29106;18,75;;S;4;;Cornwall / Akron, OH
-2;1;Richards, Master. William Rowe;male;3;1;1;29106;18,75;;S;4;;Cornwall / Akron, OH
-2;1;Richards, Mrs. Sidney (Emily Hocking);female;24;2;3;29106;18,75;;S;4;;Cornwall / Akron, OH
-2;1;Ridsdale, Miss. Lucy;female;50;0;0;W./C. 14258;10,5;;S;13;;London, England / Marietta, Ohio and Milwaukee, WI
-2;0;Rogers, Mr. Reginald Harry;male;19;0;0;28004;10,5;;S;;;
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-2;0;Schmidt, Mr. August;male;26;0;0;248659;13;;S;;;Newark, NJ
-2;0;Sedgwick, Mr. Charles Frederick Waddington;male;25;0;0;244361;13;;S;;;Liverpool
-2;0;Sharp, Mr. Percival James R;male;27;0;0;244358;26;;S;;;Hornsey, England
-2;1;Shelley, Mrs. William (Imanita Parrish Hall);female;25;0;1;230433;26;;S;12;;Deer Lodge, MT
-2;1;Silven, Miss. Lyyli Karoliina;female;18;0;2;250652;13;;S;16;;Finland / Minneapolis, MN
-2;1;Sincock, Miss. Maude;female;20;0;0;C.A. 33112;36,75;;S;11;;Cornwall / Hancock, MI
-2;1;Sinkkonen, Miss. Anna;female;30;0;0;250648;13;;S;10;;Finland / Washington, DC
-2;0;Sjostedt, Mr. Ernst Adolf;male;59;0;0;237442;13,5;;S;;;Sault St Marie, ON
-2;1;Slayter, Miss. Hilda Mary;female;30;0;0;234818;12,35;;Q;13;;Halifax, NS
-2;0;Slemen, Mr. Richard James;male;35;0;0;28206;10,5;;S;;;Cornwall
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-2;0;Stanton, Mr. Samuel Ward;male;41;0;0;237734;15,0458;;C;;;New York, NY
-2;0;Stokes, Mr. Philip Joseph;male;25;0;0;F.C.C. 13540;10,5;;S;;81;Catford, Kent / Detroit, MI
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-2;1;Toomey, Miss. Ellen;female;50;0;0;F.C.C. 13531;10,5;;S;9;;Indianapolis, IN
-2;0;Troupiansky, Mr. Moses Aaron;male;23;0;0;233639;13;;S;;;
-2;1;Trout, Mrs. William H (Jessie L);female;28;0;0;240929;12,65;;S;;;Columbus, OH
-2;1;"Troutt, Miss. Edwina Celia ""Winnie""";female;27;0;0;34218;10,5;E101;S;16;;Bath, England / Massachusetts
-2;0;Turpin, Mr. William John Robert;male;29;1;0;11668;21;;S;;;Plymouth, England
-2;0;Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott);female;27;1;0;11668;21;;S;;;Plymouth, England
-2;0;Veal, Mr. James;male;40;0;0;28221;13;;S;;;Barre, Co Washington, VT
-2;1;Walcroft, Miss. Nellie;female;31;0;0;F.C.C. 13528;21;;S;14;;Mamaroneck, NY
-2;0;Ware, Mr. John James;male;30;1;0;CA 31352;21;;S;;;Bristol, England / New Britain, CT
-2;0;Ware, Mr. William Jeffery;male;23;1;0;28666;10,5;;S;;;
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-2;0;Watson, Mr. Ennis Hastings;male;;0;0;239856;0;;S;;;Belfast
-2;1;Watt, Miss. Bertha J;female;12;0;0;C.A. 33595;15,75;;S;9;;Aberdeen / Portland, OR
-2;1;"Watt, Mrs. James (Elizabeth ""Bessie"" Inglis Milne)";female;40;0;0;C.A. 33595;15,75;;S;9;;Aberdeen / Portland, OR
-2;1;Webber, Miss. Susan;female;32,5;0;0;27267;13;E101;S;12;;England / Hartford, CT
-2;0;Weisz, Mr. Leopold;male;27;1;0;228414;26;;S;;293;Bromsgrove, England / Montreal, PQ
-2;1;Weisz, Mrs. Leopold (Mathilde Francoise Pede);female;29;1;0;228414;26;;S;10;;Bromsgrove, England / Montreal, PQ
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-2;1;Wells, Miss. Joan;female;4;1;1;29103;23;;S;14;;Cornwall / Akron, OH
-2;1;"Wells, Mrs. Arthur Henry (""Addie"" Dart Trevaskis)";female;29;0;2;29103;23;;S;14;;Cornwall / Akron, OH
-2;1;West, Miss. Barbara J;female;0,9167;1;2;C.A. 34651;27,75;;S;10;;Bournmouth, England
-2;1;West, Miss. Constance Mirium;female;5;1;2;C.A. 34651;27,75;;S;10;;Bournmouth, England
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-2;1;West, Mrs. Edwy Arthur (Ada Mary Worth);female;33;1;2;C.A. 34651;27,75;;S;10;;Bournmouth, England
-2;0;Wheadon, Mr. Edward H;male;66;0;0;C.A. 24579;10,5;;S;;;Guernsey, England / Edgewood, RI
-2;0;"Wheeler, Mr. Edwin ""Frederick""";male;;0;0;SC/PARIS 2159;12,875;;S;;;
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-2;1;Williams, Mr. Charles Eugene;male;;0;0;244373;13;;S;14;;Harrow, England
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-3;1;Abbott, Mrs. Stanton (Rosa Hunt);female;35;1;1;C.A. 2673;20,25;;S;A;;East Providence, RI
-3;1;Abelseth, Miss. Karen Marie;female;16;0;0;348125;7,65;;S;16;;Norway Los Angeles, CA
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-3;1;Aks, Master. Philip Frank;male;0,8333;0;1;392091;9,35;;S;11;;London, England Norfolk, VA
-3;1;Aks, Mrs. Sam (Leah Rosen);female;18;0;1;392091;9,35;;S;13;;London, England Norfolk, VA
-3;1;Albimona, Mr. Nassef Cassem;male;26;0;0;2699;18,7875;;C;15;;Syria Fredericksburg, VA
-3;0;Alexander, Mr. William;male;26;0;0;3474;7,8875;;S;;;England Albion, NY
-3;0;Alhomaki, Mr. Ilmari Rudolf;male;20;0;0;SOTON/O2 3101287;7,925;;S;;;Salo, Finland Astoria, OR
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-3;0;Allen, Mr. William Henry;male;35;0;0;373450;8,05;;S;;;Lower Clapton, Middlesex or Erdington, Birmingham
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-3;0;Andersson, Miss. Ebba Iris Alfrida;female;6;4;2;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;0;Andersson, Miss. Ellis Anna Maria;female;2;4;2;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;1;Andersson, Miss. Erna Alexandra;female;17;4;2;3101281;7,925;;S;D;;Ruotsinphyhtaa, Finland New York, NY
-3;0;Andersson, Miss. Ida Augusta Margareta;female;38;4;2;347091;7,775;;S;;;Vadsbro, Sweden Ministee, MI
-3;0;Andersson, Miss. Ingeborg Constanzia;female;9;4;2;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;0;Andersson, Miss. Sigrid Elisabeth;female;11;4;2;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;0;Andersson, Mr. Anders Johan;male;39;1;5;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;1;"Andersson, Mr. August Edvard (""Wennerstrom"")";male;27;0;0;350043;7,7958;;S;A;;
-3;0;Andersson, Mr. Johan Samuel;male;26;0;0;347075;7,775;;S;;;Hartford, CT
-3;0;Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren);female;39;1;5;347082;31,275;;S;;;Sweden Winnipeg, MN
-3;0;Andreasson, Mr. Paul Edvin;male;20;0;0;347466;7,8542;;S;;;Sweden Chicago, IL
-3;0;Angheloff, Mr. Minko;male;26;0;0;349202;7,8958;;S;;;Bulgaria Chicago, IL
-3;0;Arnold-Franchi, Mr. Josef;male;25;1;0;349237;17,8;;S;;;Altdorf, Switzerland
-3;0;Arnold-Franchi, Mrs. Josef (Josefine Franchi);female;18;1;0;349237;17,8;;S;;;Altdorf, Switzerland
-3;0;Aronsson, Mr. Ernst Axel Algot;male;24;0;0;349911;7,775;;S;;;Sweden Joliet, IL
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-3;0;Asplund, Master. Carl Edgar;male;5;4;2;347077;31,3875;;S;;;Sweden Worcester, MA
-3;0;Asplund, Master. Clarence Gustaf Hugo;male;9;4;2;347077;31,3875;;S;;;Sweden Worcester, MA
-3;1;Asplund, Master. Edvin Rojj Felix;male;3;4;2;347077;31,3875;;S;15;;Sweden Worcester, MA
-3;0;Asplund, Master. Filip Oscar;male;13;4;2;347077;31,3875;;S;;;Sweden Worcester, MA
-3;1;Asplund, Miss. Lillian Gertrud;female;5;4;2;347077;31,3875;;S;15;;Sweden Worcester, MA
-3;0;Asplund, Mr. Carl Oscar Vilhelm Gustafsson;male;40;1;5;347077;31,3875;;S;;142;Sweden Worcester, MA
-3;1;Asplund, Mr. Johan Charles;male;23;0;0;350054;7,7958;;S;13;;Oskarshamn, Sweden Minneapolis, MN
-3;1;Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson);female;38;1;5;347077;31,3875;;S;15;;Sweden Worcester, MA
-3;1;"Assaf Khalil, Mrs. Mariana (""Miriam"")";female;45;0;0;2696;7,225;;C;C;;Ottawa, ON
-3;0;Assaf, Mr. Gerios;male;21;0;0;2692;7,225;;C;;;Ottawa, ON
-3;0;Assam, Mr. Ali;male;23;0;0;SOTON/O.Q. 3101309;7,05;;S;;;
-3;0;Attalah, Miss. Malake;female;17;0;0;2627;14,4583;;C;;;
-3;0;Attalah, Mr. Sleiman;male;30;0;0;2694;7,225;;C;;;Ottawa, ON
-3;0;Augustsson, Mr. Albert;male;23;0;0;347468;7,8542;;S;;;Krakoryd, Sweden Bloomington, IL
-3;1;Ayoub, Miss. Banoura;female;13;0;0;2687;7,2292;;C;C;;Syria Youngstown, OH
-3;0;Baccos, Mr. Raffull;male;20;0;0;2679;7,225;;C;;;
-3;0;Backstrom, Mr. Karl Alfred;male;32;1;0;3101278;15,85;;S;D;;Ruotsinphytaa, Finland New York, NY
-3;1;Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson);female;33;3;0;3101278;15,85;;S;;;Ruotsinphytaa, Finland New York, NY
-3;1;Baclini, Miss. Eugenie;female;0,75;2;1;2666;19,2583;;C;C;;Syria New York, NY
-3;1;Baclini, Miss. Helene Barbara;female;0,75;2;1;2666;19,2583;;C;C;;Syria New York, NY
-3;1;Baclini, Miss. Marie Catherine;female;5;2;1;2666;19,2583;;C;C;;Syria New York, NY
-3;1;Baclini, Mrs. Solomon (Latifa Qurban);female;24;0;3;2666;19,2583;;C;C;;Syria New York, NY
-3;1;Badman, Miss. Emily Louisa;female;18;0;0;A/4 31416;8,05;;S;C;;London Skanteales, NY
-3;0;Badt, Mr. Mohamed;male;40;0;0;2623;7,225;;C;;;
-3;0;Balkic, Mr. Cerin;male;26;0;0;349248;7,8958;;S;;;
-3;1;Barah, Mr. Hanna Assi;male;20;0;0;2663;7,2292;;C;15;;
-3;0;Barbara, Miss. Saiide;female;18;0;1;2691;14,4542;;C;;;Syria Ottawa, ON
-3;0;Barbara, Mrs. (Catherine David);female;45;0;1;2691;14,4542;;C;;;Syria Ottawa, ON
-3;0;Barry, Miss. Julia;female;27;0;0;330844;7,8792;;Q;;;New York, NY
-3;0;Barton, Mr. David John;male;22;0;0;324669;8,05;;S;;;England New York, NY
-3;0;Beavan, Mr. William Thomas;male;19;0;0;323951;8,05;;S;;;England
-3;0;Bengtsson, Mr. John Viktor;male;26;0;0;347068;7,775;;S;;;Krakudden, Sweden Moune, IL
-3;0;Berglund, Mr. Karl Ivar Sven;male;22;0;0;PP 4348;9,35;;S;;;Tranvik, Finland New York
-3;0;Betros, Master. Seman;male;;0;0;2622;7,2292;;C;;;
-3;0;Betros, Mr. Tannous;male;20;0;0;2648;4,0125;;C;;;Syria
-3;1;Bing, Mr. Lee;male;32;0;0;1601;56,4958;;S;C;;Hong Kong New York, NY
-3;0;Birkeland, Mr. Hans Martin Monsen;male;21;0;0;312992;7,775;;S;;;Brennes, Norway New York
-3;0;Bjorklund, Mr. Ernst Herbert;male;18;0;0;347090;7,75;;S;;;Stockholm, Sweden New York
-3;0;Bostandyeff, Mr. Guentcho;male;26;0;0;349224;7,8958;;S;;;Bulgaria Chicago, IL
-3;0;Boulos, Master. Akar;male;6;1;1;2678;15,2458;;C;;;Syria Kent, ON
-3;0;Boulos, Miss. Nourelain;female;9;1;1;2678;15,2458;;C;;;Syria Kent, ON
-3;0;Boulos, Mr. Hanna;male;;0;0;2664;7,225;;C;;;Syria
-3;0;Boulos, Mrs. Joseph (Sultana);female;;0;2;2678;15,2458;;C;;;Syria Kent, ON
-3;0;Bourke, Miss. Mary;female;;0;2;364848;7,75;;Q;;;Ireland Chicago, IL
-3;0;Bourke, Mr. John;male;40;1;1;364849;15,5;;Q;;;Ireland Chicago, IL
-3;0;Bourke, Mrs. John (Catherine);female;32;1;1;364849;15,5;;Q;;;Ireland Chicago, IL
-3;0;"Bowen, Mr. David John ""Dai""";male;21;0;0;54636;16,1;;S;;;Treherbert, Cardiff, Wales
-3;1;Bradley, Miss. Bridget Delia;female;22;0;0;334914;7,725;;Q;13;;Kingwilliamstown, Co Cork, Ireland Glens Falls, NY
-3;0;Braf, Miss. Elin Ester Maria;female;20;0;0;347471;7,8542;;S;;;Medeltorp, Sweden Chicago, IL
-3;0;Braund, Mr. Lewis Richard;male;29;1;0;3460;7,0458;;S;;;Bridgerule, Devon
-3;0;Braund, Mr. Owen Harris;male;22;1;0;A/5 21171;7,25;;S;;;Bridgerule, Devon
-3;0;Brobeck, Mr. Karl Rudolf;male;22;0;0;350045;7,7958;;S;;;Sweden Worcester, MA
-3;0;Brocklebank, Mr. William Alfred;male;35;0;0;364512;8,05;;S;;;Broomfield, Chelmsford, England
-3;0;Buckley, Miss. Katherine;female;18,5;0;0;329944;7,2833;;Q;;299;Co Cork, Ireland Roxbury, MA
-3;1;Buckley, Mr. Daniel;male;21;0;0;330920;7,8208;;Q;13;;Kingwilliamstown, Co Cork, Ireland New York, NY
-3;0;Burke, Mr. Jeremiah;male;19;0;0;365222;6,75;;Q;;;Co Cork, Ireland Charlestown, MA
-3;0;Burns, Miss. Mary Delia;female;18;0;0;330963;7,8792;;Q;;;Co Sligo, Ireland New York, NY
-3;0;Cacic, Miss. Manda;female;21;0;0;315087;8,6625;;S;;;
-3;0;Cacic, Miss. Marija;female;30;0;0;315084;8,6625;;S;;;
-3;0;Cacic, Mr. Jego Grga;male;18;0;0;315091;8,6625;;S;;;
-3;0;Cacic, Mr. Luka;male;38;0;0;315089;8,6625;;S;;;Croatia
-3;0;Calic, Mr. Jovo;male;17;0;0;315093;8,6625;;S;;;
-3;0;Calic, Mr. Petar;male;17;0;0;315086;8,6625;;S;;;
-3;0;Canavan, Miss. Mary;female;21;0;0;364846;7,75;;Q;;;
-3;0;Canavan, Mr. Patrick;male;21;0;0;364858;7,75;;Q;;;Ireland Philadelphia, PA
-3;0;Cann, Mr. Ernest Charles;male;21;0;0;A./5. 2152;8,05;;S;;;
-3;0;Caram, Mr. Joseph;male;;1;0;2689;14,4583;;C;;;Ottawa, ON
-3;0;Caram, Mrs. Joseph (Maria Elias);female;;1;0;2689;14,4583;;C;;;Ottawa, ON
-3;0;Carlsson, Mr. August Sigfrid;male;28;0;0;350042;7,7958;;S;;;Dagsas, Sweden Fower, MN
-3;0;Carlsson, Mr. Carl Robert;male;24;0;0;350409;7,8542;;S;;;Goteborg, Sweden Huntley, IL
-3;1;"Carr, Miss. Helen ""Ellen""";female;16;0;0;367231;7,75;;Q;16;;Co Longford, Ireland New York, NY
-3;0;Carr, Miss. Jeannie;female;37;0;0;368364;7,75;;Q;;;Co Sligo, Ireland Hartford, CT
-3;0;Carver, Mr. Alfred John;male;28;0;0;392095;7,25;;S;;;St Denys, Southampton, Hants
-3;0;Celotti, Mr. Francesco;male;24;0;0;343275;8,05;;S;;;London
-3;0;Charters, Mr. David;male;21;0;0;A/5. 13032;7,7333;;Q;;;Ireland New York, NY
-3;1;Chip, Mr. Chang;male;32;0;0;1601;56,4958;;S;C;;Hong Kong New York, NY
-3;0;Christmann, Mr. Emil;male;29;0;0;343276;8,05;;S;;;
-3;0;Chronopoulos, Mr. Apostolos;male;26;1;0;2680;14,4542;;C;;;Greece
-3;0;Chronopoulos, Mr. Demetrios;male;18;1;0;2680;14,4542;;C;;;Greece
-3;0;Coelho, Mr. Domingos Fernandeo;male;20;0;0;SOTON/O.Q. 3101307;7,05;;S;;;Portugal
-3;1;"Cohen, Mr. Gurshon ""Gus""";male;18;0;0;A/5 3540;8,05;;S;12;;London Brooklyn, NY
-3;0;Colbert, Mr. Patrick;male;24;0;0;371109;7,25;;Q;;;Co Limerick, Ireland Sherbrooke, PQ
-3;0;Coleff, Mr. Peju;male;36;0;0;349210;7,4958;;S;;;Bulgaria Chicago, IL
-3;0;Coleff, Mr. Satio;male;24;0;0;349209;7,4958;;S;;;
-3;0;Conlon, Mr. Thomas Henry;male;31;0;0;21332;7,7333;;Q;;;Philadelphia, PA
-3;0;Connaghton, Mr. Michael;male;31;0;0;335097;7,75;;Q;;;Ireland Brooklyn, NY
-3;1;Connolly, Miss. Kate;female;22;0;0;370373;7,75;;Q;13;;Ireland
-3;0;Connolly, Miss. Kate;female;30;0;0;330972;7,6292;;Q;;;Ireland
-3;0;Connors, Mr. Patrick;male;70,5;0;0;370369;7,75;;Q;;171;
-3;0;Cook, Mr. Jacob;male;43;0;0;A/5 3536;8,05;;S;;;
-3;0;Cor, Mr. Bartol;male;35;0;0;349230;7,8958;;S;;;Austria
-3;0;Cor, Mr. Ivan;male;27;0;0;349229;7,8958;;S;;;Austria
-3;0;Cor, Mr. Liudevit;male;19;0;0;349231;7,8958;;S;;;Austria
-3;0;Corn, Mr. Harry;male;30;0;0;SOTON/OQ 392090;8,05;;S;;;London
-3;1;"Coutts, Master. Eden Leslie ""Neville""";male;9;1;1;C.A. 37671;15,9;;S;2;;England Brooklyn, NY
-3;1;"Coutts, Master. William Loch ""William""";male;3;1;1;C.A. 37671;15,9;;S;2;;England Brooklyn, NY
-3;1;"Coutts, Mrs. William (Winnie ""Minnie"" Treanor)";female;36;0;2;C.A. 37671;15,9;;S;2;;England Brooklyn, NY
-3;0;Coxon, Mr. Daniel;male;59;0;0;364500;7,25;;S;;;Merrill, WI
-3;0;Crease, Mr. Ernest James;male;19;0;0;S.P. 3464;8,1583;;S;;;Bristol, England Cleveland, OH
-3;1;Cribb, Miss. Laura Alice;female;17;0;1;371362;16,1;;S;12;;Bournemouth, England Newark, NJ
-3;0;Cribb, Mr. John Hatfield;male;44;0;1;371362;16,1;;S;;;Bournemouth, England Newark, NJ
-3;0;Culumovic, Mr. Jeso;male;17;0;0;315090;8,6625;;S;;;Austria-Hungary
-3;0;Daher, Mr. Shedid;male;22,5;0;0;2698;7,225;;C;;9;
-3;1;Dahl, Mr. Karl Edwart;male;45;0;0;7598;8,05;;S;15;;Australia Fingal, ND
-3;0;Dahlberg, Miss. Gerda Ulrika;female;22;0;0;7552;10,5167;;S;;;Norrlot, Sweden Chicago, IL
-3;0;Dakic, Mr. Branko;male;19;0;0;349228;10,1708;;S;;;Austria
-3;1;"Daly, Miss. Margaret Marcella ""Maggie""";female;30;0;0;382650;6,95;;Q;15;;Co Athlone, Ireland New York, NY
-3;1;Daly, Mr. Eugene Patrick;male;29;0;0;382651;7,75;;Q;13 15 B;;Co Athlone, Ireland New York, NY
-3;0;Danbom, Master. Gilbert Sigvard Emanuel;male;0,3333;0;2;347080;14,4;;S;;;Stanton, IA
-3;0;Danbom, Mr. Ernst Gilbert;male;34;1;1;347080;14,4;;S;;197;Stanton, IA
-3;0;Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren);female;28;1;1;347080;14,4;;S;;;Stanton, IA
-3;0;Danoff, Mr. Yoto;male;27;0;0;349219;7,8958;;S;;;Bulgaria Chicago, IL
-3;0;Dantcheff, Mr. Ristiu;male;25;0;0;349203;7,8958;;S;;;Bulgaria Chicago, IL
-3;0;Davies, Mr. Alfred J;male;24;2;0;A/4 48871;24,15;;S;;;West Bromwich, England Pontiac, MI
-3;0;Davies, Mr. Evan;male;22;0;0;SC/A4 23568;8,05;;S;;;
-3;0;Davies, Mr. John Samuel;male;21;2;0;A/4 48871;24,15;;S;;;West Bromwich, England Pontiac, MI
-3;0;Davies, Mr. Joseph;male;17;2;0;A/4 48873;8,05;;S;;;West Bromwich, England Pontiac, MI
-3;0;Davison, Mr. Thomas Henry;male;;1;0;386525;16,1;;S;;;Liverpool, England Bedford, OH
-3;1;Davison, Mrs. Thomas Henry (Mary E Finck);female;;1;0;386525;16,1;;S;16;;Liverpool, England Bedford, OH
-3;1;de Messemaeker, Mr. Guillaume Joseph;male;36,5;1;0;345572;17,4;;S;15;;Tampico, MT
-3;1;de Messemaeker, Mrs. Guillaume Joseph (Emma);female;36;1;0;345572;17,4;;S;13;;Tampico, MT
-3;1;de Mulder, Mr. Theodore;male;30;0;0;345774;9,5;;S;11;;Belgium Detroit, MI
-3;0;de Pelsmaeker, Mr. Alfons;male;16;0;0;345778;9,5;;S;;;
-3;1;Dean, Master. Bertram Vere;male;1;1;2;C.A. 2315;20,575;;S;10;;Devon, England Wichita, KS
-3;1;"Dean, Miss. Elizabeth Gladys ""Millvina""";female;0,1667;1;2;C.A. 2315;20,575;;S;10;;Devon, England Wichita, KS
-3;0;Dean, Mr. Bertram Frank;male;26;1;2;C.A. 2315;20,575;;S;;;Devon, England Wichita, KS
-3;1;Dean, Mrs. Bertram (Eva Georgetta Light);female;33;1;2;C.A. 2315;20,575;;S;10;;Devon, England Wichita, KS
-3;0;Delalic, Mr. Redjo;male;25;0;0;349250;7,8958;;S;;;
-3;0;Demetri, Mr. Marinko;male;;0;0;349238;7,8958;;S;;;
-3;0;Denkoff, Mr. Mitto;male;;0;0;349225;7,8958;;S;;;Bulgaria Coon Rapids, IA
-3;0;Dennis, Mr. Samuel;male;22;0;0;A/5 21172;7,25;;S;;;
-3;0;Dennis, Mr. William;male;36;0;0;A/5 21175;7,25;;S;;;
-3;1;Devaney, Miss. Margaret Delia;female;19;0;0;330958;7,8792;;Q;C;;Kilmacowen, Co Sligo, Ireland New York, NY
-3;0;Dika, Mr. Mirko;male;17;0;0;349232;7,8958;;S;;;
-3;0;Dimic, Mr. Jovan;male;42;0;0;315088;8,6625;;S;;;
-3;0;Dintcheff, Mr. Valtcho;male;43;0;0;349226;7,8958;;S;;;
-3;0;Doharr, Mr. Tannous;male;;0;0;2686;7,2292;;C;;;
-3;0;Dooley, Mr. Patrick;male;32;0;0;370376;7,75;;Q;;;Ireland New York, NY
-3;1;Dorking, Mr. Edward Arthur;male;19;0;0;A/5. 10482;8,05;;S;B;;England Oglesby, IL
-3;1;Dowdell, Miss. Elizabeth;female;30;0;0;364516;12,475;;S;13;;Union Hill, NJ
-3;0;Doyle, Miss. Elizabeth;female;24;0;0;368702;7,75;;Q;;;Ireland New York, NY
-3;1;Drapkin, Miss. Jennie;female;23;0;0;SOTON/OQ 392083;8,05;;S;;;London New York, NY
-3;0;Drazenoic, Mr. Jozef;male;33;0;0;349241;7,8958;;C;;51;Austria Niagara Falls, NY
-3;0;Duane, Mr. Frank;male;65;0;0;336439;7,75;;Q;;;
-3;1;Duquemin, Mr. Joseph;male;24;0;0;S.O./P.P. 752;7,55;;S;D;;England Albion, NY
-3;0;Dyker, Mr. Adolf Fredrik;male;23;1;0;347072;13,9;;S;;;West Haven, CT
-3;1;Dyker, Mrs. Adolf Fredrik (Anna Elisabeth Judith Andersson);female;22;1;0;347072;13,9;;S;16;;West Haven, CT
-3;0;Edvardsson, Mr. Gustaf Hjalmar;male;18;0;0;349912;7,775;;S;;;Tofta, Sweden Joliet, IL
-3;0;Eklund, Mr. Hans Linus;male;16;0;0;347074;7,775;;S;;;Karberg, Sweden Jerome Junction, AZ
-3;0;Ekstrom, Mr. Johan;male;45;0;0;347061;6,975;;S;;;Effington Rut, SD
-3;0;Elias, Mr. Dibo;male;;0;0;2674;7,225;;C;;;
-3;0;Elias, Mr. Joseph;male;39;0;2;2675;7,2292;;C;;;Syria Ottawa, ON
-3;0;Elias, Mr. Joseph Jr;male;17;1;1;2690;7,2292;;C;;;
-3;0;Elias, Mr. Tannous;male;15;1;1;2695;7,2292;;C;;;Syria
-3;0;Elsbury, Mr. William James;male;47;0;0;A/5 3902;7,25;;S;;;Illinois, USA
-3;1;Emanuel, Miss. Virginia Ethel;female;5;0;0;364516;12,475;;S;13;;New York, NY
-3;0;Emir, Mr. Farred Chehab;male;;0;0;2631;7,225;;C;;;
-3;0;Everett, Mr. Thomas James;male;40,5;0;0;C.A. 6212;15,1;;S;;187;
-3;0;Farrell, Mr. James;male;40,5;0;0;367232;7,75;;Q;;68;Aughnacliff, Co Longford, Ireland New York, NY
-3;1;Finoli, Mr. Luigi;male;;0;0;SOTON/O.Q. 3101308;7,05;;S;15;;Italy Philadelphia, PA
-3;0;Fischer, Mr. Eberhard Thelander;male;18;0;0;350036;7,7958;;S;;;
-3;0;Fleming, Miss. Honora;female;;0;0;364859;7,75;;Q;;;
-3;0;Flynn, Mr. James;male;;0;0;364851;7,75;;Q;;;
-3;0;Flynn, Mr. John;male;;0;0;368323;6,95;;Q;;;
-3;0;Foley, Mr. Joseph;male;26;0;0;330910;7,8792;;Q;;;Ireland Chicago, IL
-3;0;Foley, Mr. William;male;;0;0;365235;7,75;;Q;;;Ireland
-3;1;Foo, Mr. Choong;male;;0;0;1601;56,4958;;S;13;;Hong Kong New York, NY
-3;0;"Ford, Miss. Doolina Margaret ""Daisy""";female;21;2;2;W./C. 6608;34,375;;S;;;Rotherfield, Sussex, England Essex Co, MA
-3;0;"Ford, Miss. Robina Maggie ""Ruby""";female;9;2;2;W./C. 6608;34,375;;S;;;Rotherfield, Sussex, England Essex Co, MA
-3;0;Ford, Mr. Arthur;male;;0;0;A/5 1478;8,05;;S;;;Bridgwater, Somerset, England
-3;0;Ford, Mr. Edward Watson;male;18;2;2;W./C. 6608;34,375;;S;;;Rotherfield, Sussex, England Essex Co, MA
-3;0;Ford, Mr. William Neal;male;16;1;3;W./C. 6608;34,375;;S;;;Rotherfield, Sussex, England Essex Co, MA
-3;0;Ford, Mrs. Edward (Margaret Ann Watson);female;48;1;3;W./C. 6608;34,375;;S;;;Rotherfield, Sussex, England Essex Co, MA
-3;0;Fox, Mr. Patrick;male;;0;0;368573;7,75;;Q;;;Ireland New York, NY
-3;0;Franklin, Mr. Charles (Charles Fardon);male;;0;0;SOTON/O.Q. 3101314;7,25;;S;;;
-3;0;Gallagher, Mr. Martin;male;25;0;0;36864;7,7417;;Q;;;New York, NY
-3;0;Garfirth, Mr. John;male;;0;0;358585;14,5;;S;;;
-3;0;Gheorgheff, Mr. Stanio;male;;0;0;349254;7,8958;;C;;;
-3;0;Gilinski, Mr. Eliezer;male;22;0;0;14973;8,05;;S;;47;
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-3;1;Glynn, Miss. Mary Agatha;female;;0;0;335677;7,75;;Q;13;;Co Clare, Ireland Washington, DC
-3;1;"Goldsmith, Master. Frank John William ""Frankie""";male;9;0;2;363291;20,525;;S;C D;;Strood, Kent, England Detroit, MI
-3;0;Goldsmith, Mr. Frank John;male;33;1;1;363291;20,525;;S;;;Strood, Kent, England Detroit, MI
-3;0;Goldsmith, Mr. Nathan;male;41;0;0;SOTON/O.Q. 3101263;7,85;;S;;;Philadelphia, PA
-3;1;Goldsmith, Mrs. Frank John (Emily Alice Brown);female;31;1;1;363291;20,525;;S;C D;;Strood, Kent, England Detroit, MI
-3;0;Goncalves, Mr. Manuel Estanslas;male;38;0;0;SOTON/O.Q. 3101306;7,05;;S;;;Portugal
-3;0;Goodwin, Master. Harold Victor;male;9;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Master. Sidney Leonard;male;1;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Master. William Frederick;male;11;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Miss. Jessie Allis;female;10;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Miss. Lillian Amy;female;16;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Mr. Charles Edward;male;14;5;2;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Mr. Charles Frederick;male;40;1;6;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
-3;0;Goodwin, Mrs. Frederick (Augusta Tyler);female;43;1;6;CA 2144;46,9;;S;;;Wiltshire, England Niagara Falls, NY
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-3;0;Nenkoff, Mr. Christo;male;;0;0;349234;7,8958;;S;;;
-3;1;Nicola-Yarred, Master. Elias;male;12;1;0;2651;11,2417;;C;C;;
-3;1;Nicola-Yarred, Miss. Jamila;female;14;1;0;2651;11,2417;;C;C;;
-3;0;Nieminen, Miss. Manta Josefina;female;29;0;0;3101297;7,925;;S;;;
-3;0;Niklasson, Mr. Samuel;male;28;0;0;363611;8,05;;S;;;
-3;1;Nilsson, Miss. Berta Olivia;female;18;0;0;347066;7,775;;S;D;;
-3;1;Nilsson, Miss. Helmina Josefina;female;26;0;0;347470;7,8542;;S;13;;
-3;0;Nilsson, Mr. August Ferdinand;male;21;0;0;350410;7,8542;;S;;;
-3;0;Nirva, Mr. Iisakki Antino Aijo;male;41;0;0;SOTON/O2 3101272;7,125;;S;;;Finland Sudbury, ON
-3;1;Niskanen, Mr. Juha;male;39;0;0;STON/O 2. 3101289;7,925;;S;9;;
-3;0;Nosworthy, Mr. Richard Cater;male;21;0;0;A/4. 39886;7,8;;S;;;
-3;0;Novel, Mr. Mansouer;male;28,5;0;0;2697;7,2292;;C;;181;
-3;1;Nysten, Miss. Anna Sofia;female;22;0;0;347081;7,75;;S;13;;
-3;0;Nysveen, Mr. Johan Hansen;male;61;0;0;345364;6,2375;;S;;;
-3;0;O'Brien, Mr. Thomas;male;;1;0;370365;15,5;;Q;;;
-3;0;O'Brien, Mr. Timothy;male;;0;0;330979;7,8292;;Q;;;
-3;1;"O'Brien, Mrs. Thomas (Johanna ""Hannah"" Godfrey)";female;;1;0;370365;15,5;;Q;;;
-3;0;O'Connell, Mr. Patrick D;male;;0;0;334912;7,7333;;Q;;;
-3;0;O'Connor, Mr. Maurice;male;;0;0;371060;7,75;;Q;;;
-3;0;O'Connor, Mr. Patrick;male;;0;0;366713;7,75;;Q;;;
-3;0;Odahl, Mr. Nils Martin;male;23;0;0;7267;9,225;;S;;;
-3;0;O'Donoghue, Ms. Bridget;female;;0;0;364856;7,75;;Q;;;
-3;1;O'Driscoll, Miss. Bridget;female;;0;0;14311;7,75;;Q;D;;
-3;1;"O'Dwyer, Miss. Ellen ""Nellie""";female;;0;0;330959;7,8792;;Q;;;
-3;1;Ohman, Miss. Velin;female;22;0;0;347085;7,775;;S;C;;
-3;1;O'Keefe, Mr. Patrick;male;;0;0;368402;7,75;;Q;B;;
-3;1;"O'Leary, Miss. Hanora ""Norah""";female;;0;0;330919;7,8292;;Q;13;;
-3;1;Olsen, Master. Artur Karl;male;9;0;1;C 17368;3,1708;;S;13;;
-3;0;Olsen, Mr. Henry Margido;male;28;0;0;C 4001;22,525;;S;;173;
-3;0;Olsen, Mr. Karl Siegwart Andreas;male;42;0;1;4579;8,4042;;S;;;
-3;0;Olsen, Mr. Ole Martin;male;;0;0;Fa 265302;7,3125;;S;;;
-3;0;Olsson, Miss. Elina;female;31;0;0;350407;7,8542;;S;;;
-3;0;Olsson, Mr. Nils Johan Goransson;male;28;0;0;347464;7,8542;;S;;;
-3;1;Olsson, Mr. Oscar Wilhelm;male;32;0;0;347079;7,775;;S;A;;
-3;0;Olsvigen, Mr. Thor Anderson;male;20;0;0;6563;9,225;;S;;89;Oslo, Norway Cameron, WI
-3;0;Oreskovic, Miss. Jelka;female;23;0;0;315085;8,6625;;S;;;
-3;0;Oreskovic, Miss. Marija;female;20;0;0;315096;8,6625;;S;;;
-3;0;Oreskovic, Mr. Luka;male;20;0;0;315094;8,6625;;S;;;
-3;0;Osen, Mr. Olaf Elon;male;16;0;0;7534;9,2167;;S;;;
-3;1;Osman, Mrs. Mara;female;31;0;0;349244;8,6833;;S;;;
-3;0;O'Sullivan, Miss. Bridget Mary;female;;0;0;330909;7,6292;;Q;;;
-3;0;Palsson, Master. Gosta Leonard;male;2;3;1;349909;21,075;;S;;4;
-3;0;Palsson, Master. Paul Folke;male;6;3;1;349909;21,075;;S;;;
-3;0;Palsson, Miss. Stina Viola;female;3;3;1;349909;21,075;;S;;;
-3;0;Palsson, Miss. Torborg Danira;female;8;3;1;349909;21,075;;S;;;
-3;0;Palsson, Mrs. Nils (Alma Cornelia Berglund);female;29;0;4;349909;21,075;;S;;206;
-3;0;Panula, Master. Eino Viljami;male;1;4;1;3101295;39,6875;;S;;;
-3;0;Panula, Master. Juha Niilo;male;7;4;1;3101295;39,6875;;S;;;
-3;0;Panula, Master. Urho Abraham;male;2;4;1;3101295;39,6875;;S;;;
-3;0;Panula, Mr. Ernesti Arvid;male;16;4;1;3101295;39,6875;;S;
<TRUNCATED>
[2/5] ignite git commit: IGNITE-10335: move ML examples datasets
files to resources
Posted by ch...@apache.org.
http://git-wip-us.apache.org/repos/asf/ignite/blob/1dea0a42/examples/src/main/resources/datasets/titanic.csv
----------------------------------------------------------------------
diff --git a/examples/src/main/resources/datasets/titanic.csv b/examples/src/main/resources/datasets/titanic.csv
new file mode 100644
index 0000000..6994016
--- /dev/null
+++ b/examples/src/main/resources/datasets/titanic.csv
@@ -0,0 +1,1310 @@
+pclass;survived;name;sex;age;sibsp;parch;ticket;fare;cabin;embarked;boat;body;homedest
+1;1;Allen, Miss. Elisabeth Walton;;29;;;24160;211,3375;B5;;2;;St Louis, MO
+1;1;Allison, Master. Hudson Trevor;male;0,9167;1;2;113781;151,55;C22 C26;AA;11;;Montreal, PQ / Chesterville, ON
+1;0;Allison, Miss. Helen Loraine;female;2;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
+1;0;Allison, Mr. Hudson Joshua Creighton;male;30;1;2;113781;151,55;C22 C26;S;;135;Montreal, PQ / Chesterville, ON
+1;0;Allison, Mrs. Hudson J C (Bessie Waldo Daniels);female;25;1;2;113781;151,55;C22 C26;S;;;Montreal, PQ / Chesterville, ON
+1;1;Anderson, Mr. Harry;male;48;0;0;19952;26,55;E12;S;3;;New York, NY
+1;1;Andrews, Miss. Kornelia Theodosia;female;63;1;0;13502;77,9583;D7;S;10;;Hudson, NY
+1;0;Andrews, Mr. Thomas Jr;male;39;0;0;112050;0;A36;S;;;Belfast, NI
+1;1;Appleton, Mrs. Edward Dale (Charlotte Lamson);female;53;2;0;11769;51,4792;C101;S;D;;Bayside, Queens, NY
+1;0;Artagaveytia, Mr. Ramon;male;71;0;0;PC 17609;49,5042;;C;;22;Montevideo, Uruguay
+1;0;Astor, Col. John Jacob;male;47;1;0;PC 17757;227,525;C62 C64;C;;124;New York, NY
+1;1;Astor, Mrs. John Jacob (Madeleine Talmadge Force);female;18;1;0;PC 17757;227,525;C62 C64;C;4;;New York, NY
+1;1;Aubart, Mme. Leontine Pauline;female;24;0;0;PC 17477;69,3;B35;C;9;;Paris, France
+1;1;"Barber, Miss. Ellen ""Nellie""";female;26;0;0;19877;78,85;;S;6;;
+1;1;Barkworth, Mr. Algernon Henry Wilson;male;80;0;0;27042;30;A23;S;B;;Hessle, Yorks
+1;0;Baumann, Mr. John D;male;;0;0;PC 17318;25,925;;S;;;New York, NY
+1;0;Baxter, Mr. Quigg Edmond;male;24;0;1;PC 17558;247,5208;B58 B60;C;;;Montreal, PQ
+1;1;Baxter, Mrs. James (Helene DeLaudeniere Chaput);female;50;0;1;PC 17558;247,5208;B58 B60;C;6;;Montreal, PQ
+1;1;Bazzani, Miss. Albina;female;32;0;0;11813;76,2917;D15;C;8;;
+1;0;Beattie, Mr. Thomson;male;36;0;0;13050;75,2417;C6;C;A;;Winnipeg, MN
+1;1;Beckwith, Mr. Richard Leonard;male;37;1;1;11751;52,5542;D35;S;5;;New York, NY
+1;1;Beckwith, Mrs. Richard Leonard (Sallie Monypeny);female;47;1;1;11751;52,5542;D35;S;5;;New York, NY
+1;1;Behr, Mr. Karl Howell;male;26;0;0;111369;30;C148;C;5;;New York, NY
+1;1;Bidois, Miss. Rosalie;female;42;0;0;PC 17757;227,525;;C;4;;
+1;1;Bird, Miss. Ellen;female;29;0;0;PC 17483;221,7792;C97;S;8;;
+1;0;Birnbaum, Mr. Jakob;male;25;0;0;13905;26;;C;;148;San Francisco, CA
+1;1;Bishop, Mr. Dickinson H;male;25;1;0;11967;91,0792;B49;C;7;;Dowagiac, MI
+1;1;Bishop, Mrs. Dickinson H (Helen Walton);female;19;1;0;11967;91,0792;B49;C;7;;Dowagiac, MI
+1;1;Bissette, Miss. Amelia;female;35;0;0;PC 17760;135,6333;C99;S;8;;
+1;1;Bjornstrom-Steffansson, Mr. Mauritz Hakan;male;28;0;0;110564;26,55;C52;S;D;;Stockholm, Sweden / Washington, DC
+1;0;Blackwell, Mr. Stephen Weart;male;45;0;0;113784;35,5;T;S;;;Trenton, NJ
+1;1;Blank, Mr. Henry;male;40;0;0;112277;31;A31;C;7;;Glen Ridge, NJ
+1;1;Bonnell, Miss. Caroline;female;30;0;0;36928;164,8667;C7;S;8;;Youngstown, OH
+1;1;Bonnell, Miss. Elizabeth;female;58;0;0;113783;26,55;C103;S;8;;Birkdale, England Cleveland, Ohio
+1;0;Borebank, Mr. John James;male;42;0;0;110489;26,55;D22;S;;;London / Winnipeg, MB
+1;1;Bowen, Miss. Grace Scott;female;45;0;0;PC 17608;262,375;;C;4;;Cooperstown, NY
+1;1;Bowerman, Miss. Elsie Edith;female;22;0;1;113505;55;E33;S;6;;St Leonards-on-Sea, England Ohio
+1;1;"Bradley, Mr. George (""George Arthur Brayton"")";male;;0;0;111427;26,55;;S;9;;Los Angeles, CA
+1;0;Brady, Mr. John Bertram;male;41;0;0;113054;30,5;A21;S;;;Pomeroy, WA
+1;0;Brandeis, Mr. Emil;male;48;0;0;PC 17591;50,4958;B10;C;;208;Omaha, NE
+1;0;Brewe, Dr. Arthur Jackson;male;;0;0;112379;39,6;;C;;;Philadelphia, PA
+1;1;Brown, Mrs. James Joseph (Margaret Tobin);female;44;0;0;PC 17610;27,7208;B4;C;6;;Denver, CO
+1;1;Brown, Mrs. John Murray (Caroline Lane Lamson);female;59;2;0;11769;51,4792;C101;S;D;;Belmont, MA
+1;1;Bucknell, Mrs. William Robert (Emma Eliza Ward);female;60;0;0;11813;76,2917;D15;C;8;;Philadelphia, PA
+1;1;Burns, Miss. Elizabeth Margaret;female;41;0;0;16966;134,5;E40;C;3;;
+1;0;Butt, Major. Archibald Willingham;male;45;0;0;113050;26,55;B38;S;;;Washington, DC
+1;0;Cairns, Mr. Alexander;male;;0;0;113798;31;;S;;;
+1;1;Calderhead, Mr. Edward Pennington;male;42;0;0;PC 17476;26,2875;E24;S;5;;New York, NY
+1;1;Candee, Mrs. Edward (Helen Churchill Hungerford);female;53;0;0;PC 17606;27,4458;;C;6;;Washington, DC
+1;1;Cardeza, Mr. Thomas Drake Martinez;male;36;0;1;PC 17755;512,3292;B51 B53 B55;C;3;;Austria-Hungary / Germantown, Philadelphia, PA
+1;1;Cardeza, Mrs. James Warburton Martinez (Charlotte Wardle Drake);female;58;0;1;PC 17755;512,3292;B51 B53 B55;C;3;;Germantown, Philadelphia, PA
+1;0;Carlsson, Mr. Frans Olof;male;33;0;0;695;5;B51 B53 B55;S;;;New York, NY
+1;0;Carrau, Mr. Francisco M;male;28;0;0;113059;47,1;;S;;;Montevideo, Uruguay
+1;0;Carrau, Mr. Jose Pedro;male;17;0;0;113059;47,1;;S;;;Montevideo, Uruguay
+1;1;Carter, Master. William Thornton II;male;11;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
+1;1;Carter, Miss. Lucile Polk;female;14;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
+1;1;Carter, Mr. William Ernest;male;36;1;2;113760;120;B96 B98;S;C;;Bryn Mawr, PA
+1;1;Carter, Mrs. William Ernest (Lucile Polk);female;36;1;2;113760;120;B96 B98;S;4;;Bryn Mawr, PA
+1;0;Case, Mr. Howard Brown;male;49;0;0;19924;26;;S;;;Ascot, Berkshire / Rochester, NY
+1;1;Cassebeer, Mrs. Henry Arthur Jr (Eleanor Genevieve Fosdick);female;;0;0;17770;27,7208;;C;5;;New York, NY
+1;0;Cavendish, Mr. Tyrell William;male;36;1;0;19877;78,85;C46;S;;172;Little Onn Hall, Staffs
+1;1;Cavendish, Mrs. Tyrell William (Julia Florence Siegel);female;76;1;0;19877;78,85;C46;S;6;;Little Onn Hall, Staffs
+1;0;Chaffee, Mr. Herbert Fuller;male;46;1;0;W.E.P. 5734;61,175;E31;S;;;Amenia, ND
+1;1;Chaffee, Mrs. Herbert Fuller (Carrie Constance Toogood);female;47;1;0;W.E.P. 5734;61,175;E31;S;4;;Amenia, ND
+1;1;Chambers, Mr. Norman Campbell;male;27;1;0;113806;53,1;E8;S;5;;New York, NY / Ithaca, NY
+1;1;Chambers, Mrs. Norman Campbell (Bertha Griggs);female;33;1;0;113806;53,1;E8;S;5;;New York, NY / Ithaca, NY
+1;1;Chaudanson, Miss. Victorine;female;36;0;0;PC 17608;262,375;B61;C;4;;
+1;1;Cherry, Miss. Gladys;female;30;0;0;110152;86,5;B77;S;8;;London, England
+1;1;Chevre, Mr. Paul Romaine;male;45;0;0;PC 17594;29,7;A9;C;7;;Paris, France
+1;1;Chibnall, Mrs. (Edith Martha Bowerman);female;;0;1;113505;55;E33;S;6;;St Leonards-on-Sea, England Ohio
+1;0;Chisholm, Mr. Roderick Robert Crispin;male;;0;0;112051;0;;S;;;Liverpool, England / Belfast
+1;0;Clark, Mr. Walter Miller;male;27;1;0;13508;136,7792;C89;C;;;Los Angeles, CA
+1;1;Clark, Mrs. Walter Miller (Virginia McDowell);female;26;1;0;13508;136,7792;C89;C;4;;Los Angeles, CA
+1;1;Cleaver, Miss. Alice;female;22;0;0;113781;151,55;;S;11;;
+1;0;Clifford, Mr. George Quincy;male;;0;0;110465;52;A14;S;;;Stoughton, MA
+1;0;Colley, Mr. Edward Pomeroy;male;47;0;0;5727;25,5875;E58;S;;;Victoria, BC
+1;1;Compton, Miss. Sara Rebecca;female;39;1;1;PC 17756;83,1583;E49;C;14;;Lakewood, NJ
+1;0;Compton, Mr. Alexander Taylor Jr;male;37;1;1;PC 17756;83,1583;E52;C;;;Lakewood, NJ
+1;1;Compton, Mrs. Alexander Taylor (Mary Eliza Ingersoll);female;64;0;2;PC 17756;83,1583;E45;C;14;;Lakewood, NJ
+1;1;Cornell, Mrs. Robert Clifford (Malvina Helen Lamson);female;55;2;0;11770;25,7;C101;S;2;;New York, NY
+1;0;Crafton, Mr. John Bertram;male;;0;0;113791;26,55;;S;;;Roachdale, IN
+1;0;Crosby, Capt. Edward Gifford;male;70;1;1;WE/P 5735;71;B22;S;;269;Milwaukee, WI
+1;1;Crosby, Miss. Harriet R;female;36;0;2;WE/P 5735;71;B22;S;7;;Milwaukee, WI
+1;1;Crosby, Mrs. Edward Gifford (Catherine Elizabeth Halstead);female;64;1;1;112901;26,55;B26;S;7;;Milwaukee, WI
+1;0;Cumings, Mr. John Bradley;male;39;1;0;PC 17599;71,2833;C85;C;;;New York, NY
+1;1;Cumings, Mrs. John Bradley (Florence Briggs Thayer);female;38;1;0;PC 17599;71,2833;C85;C;4;;New York, NY
+1;1;Daly, Mr. Peter Denis ;male;51;0;0;113055;26,55;E17;S;5 9;;Lima, Peru
+1;1;Daniel, Mr. Robert Williams;male;27;0;0;113804;30,5;;S;3;;Philadelphia, PA
+1;1;Daniels, Miss. Sarah;female;33;0;0;113781;151,55;;S;8;;
+1;0;Davidson, Mr. Thornton;male;31;1;0;F.C. 12750;52;B71;S;;;Montreal, PQ
+1;1;Davidson, Mrs. Thornton (Orian Hays);female;27;1;2;F.C. 12750;52;B71;S;3;;Montreal, PQ
+1;1;Dick, Mr. Albert Adrian;male;31;1;0;17474;57;B20;S;3;;Calgary, AB
+1;1;Dick, Mrs. Albert Adrian (Vera Gillespie);female;17;1;0;17474;57;B20;S;3;;Calgary, AB
+1;1;Dodge, Dr. Washington;male;53;1;1;33638;81,8583;A34;S;13;;San Francisco, CA
+1;1;Dodge, Master. Washington;male;4;0;2;33638;81,8583;A34;S;5;;San Francisco, CA
+1;1;Dodge, Mrs. Washington (Ruth Vidaver);female;54;1;1;33638;81,8583;A34;S;5;;San Francisco, CA
+1;0;Douglas, Mr. Walter Donald;male;50;1;0;PC 17761;106,425;C86;C;;62;Deephaven, MN / Cedar Rapids, IA
+1;1;Douglas, Mrs. Frederick Charles (Mary Helene Baxter);female;27;1;1;PC 17558;247,5208;B58 B60;C;6;;Montreal, PQ
+1;1;Douglas, Mrs. Walter Donald (Mahala Dutton);female;48;1;0;PC 17761;106,425;C86;C;2;;Deephaven, MN / Cedar Rapids, IA
+1;1;"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")";female;48;1;0;11755;39,6;A16;C;1;;London / Paris
+1;1;"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")";male;49;1;0;PC 17485;56,9292;A20;C;1;;London / Paris
+1;0;Dulles, Mr. William Crothers;male;39;0;0;PC 17580;29,7;A18;C;;133;Philadelphia, PA
+1;1;Earnshaw, Mrs. Boulton (Olive Potter);female;23;0;1;11767;83,1583;C54;C;7;;Mt Airy, Philadelphia, PA
+1;1;Endres, Miss. Caroline Louise;female;38;0;0;PC 17757;227,525;C45;C;4;;New York, NY
+1;1;Eustis, Miss. Elizabeth Mussey;female;54;1;0;36947;78,2667;D20;C;4;;Brookline, MA
+1;0;Evans, Miss. Edith Corse;female;36;0;0;PC 17531;31,6792;A29;C;;;New York, NY
+1;0;Farthing, Mr. John;male;;0;0;PC 17483;221,7792;C95;S;;;
+1;1;Flegenheim, Mrs. Alfred (Antoinette);female;;0;0;PC 17598;31,6833;;S;7;;New York, NY
+1;1;Fleming, Miss. Margaret;female;;0;0;17421;110,8833;;C;4;;
+1;1;"Flynn, Mr. John Irwin (""Irving"")";male;36;0;0;PC 17474;26,3875;E25;S;5;;Brooklyn, NY
+1;0;Foreman, Mr. Benjamin Laventall;male;30;0;0;113051;27,75;C111;C;;;New York, NY
+1;1;Fortune, Miss. Alice Elizabeth;female;24;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
+1;1;Fortune, Miss. Ethel Flora;female;28;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
+1;1;Fortune, Miss. Mabel Helen;female;23;3;2;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
+1;0;Fortune, Mr. Charles Alexander;male;19;3;2;19950;263;C23 C25 C27;S;;;Winnipeg, MB
+1;0;Fortune, Mr. Mark;male;64;1;4;19950;263;C23 C25 C27;S;;;Winnipeg, MB
+1;1;Fortune, Mrs. Mark (Mary McDougald);female;60;1;4;19950;263;C23 C25 C27;S;10;;Winnipeg, MB
+1;1;Francatelli, Miss. Laura Mabel;female;30;0;0;PC 17485;56,9292;E36;C;1;;
+1;0;Franklin, Mr. Thomas Parham;male;;0;0;113778;26,55;D34;S;;;Westcliff-on-Sea, Essex
+1;1;Frauenthal, Dr. Henry William;male;50;2;0;PC 17611;133,65;;S;5;;New York, NY
+1;1;Frauenthal, Mr. Isaac Gerald;male;43;1;0;17765;27,7208;D40;C;5;;New York, NY
+1;1;Frauenthal, Mrs. Henry William (Clara Heinsheimer);female;;1;0;PC 17611;133,65;;S;5;;New York, NY
+1;1;Frolicher, Miss. Hedwig Margaritha;female;22;0;2;13568;49,5;B39;C;5;;Zurich, Switzerland
+1;1;Frolicher-Stehli, Mr. Maxmillian;male;60;1;1;13567;79,2;B41;C;5;;Zurich, Switzerland
+1;1;Frolicher-Stehli, Mrs. Maxmillian (Margaretha Emerentia Stehli);female;48;1;1;13567;79,2;B41;C;5;;Zurich, Switzerland
+1;0;Fry, Mr. Richard;male;;0;0;112058;0;B102;S;;;
+1;0;Futrelle, Mr. Jacques Heath;male;37;1;0;113803;53,1;C123;S;;;Scituate, MA
+1;1;Futrelle, Mrs. Jacques Heath (Lily May Peel);female;35;1;0;113803;53,1;C123;S;D;;Scituate, MA
+1;0;Gee, Mr. Arthur H;male;47;0;0;111320;38,5;E63;S;;275;St Anne's-on-Sea, Lancashire
+1;1;Geiger, Miss. Amalie;female;35;0;0;113503;211,5;C130;C;4;;
+1;1;Gibson, Miss. Dorothy Winifred;female;22;0;1;112378;59,4;;C;7;;New York, NY
+1;1;Gibson, Mrs. Leonard (Pauline C Boeson);female;45;0;1;112378;59,4;;C;7;;New York, NY
+1;0;Giglio, Mr. Victor;male;24;0;0;PC 17593;79,2;B86;C;;;
+1;1;Goldenberg, Mr. Samuel L;male;49;1;0;17453;89,1042;C92;C;5;;Paris, France / New York, NY
+1;1;Goldenberg, Mrs. Samuel L (Edwiga Grabowska);female;;1;0;17453;89,1042;C92;C;5;;Paris, France / New York, NY
+1;0;Goldschmidt, Mr. George B;male;71;0;0;PC 17754;34,6542;A5;C;;;New York, NY
+1;1;Gracie, Col. Archibald IV;male;53;0;0;113780;28,5;C51;C;B;;Washington, DC
+1;1;Graham, Miss. Margaret Edith;female;19;0;0;112053;30;B42;S;3;;Greenwich, CT
+1;0;Graham, Mr. George Edward;male;38;0;1;PC 17582;153,4625;C91;S;;147;Winnipeg, MB
+1;1;Graham, Mrs. William Thompson (Edith Junkins);female;58;0;1;PC 17582;153,4625;C125;S;3;;Greenwich, CT
+1;1;Greenfield, Mr. William Bertram;male;23;0;1;PC 17759;63,3583;D10 D12;C;7;;New York, NY
+1;1;Greenfield, Mrs. Leo David (Blanche Strouse);female;45;0;1;PC 17759;63,3583;D10 D12;C;7;;New York, NY
+1;0;Guggenheim, Mr. Benjamin;male;46;0;0;PC 17593;79,2;B82 B84;C;;;New York, NY
+1;1;Harder, Mr. George Achilles;male;25;1;0;11765;55,4417;E50;C;5;;Brooklyn, NY
+1;1;Harder, Mrs. George Achilles (Dorothy Annan);female;25;1;0;11765;55,4417;E50;C;5;;Brooklyn, NY
+1;1;Harper, Mr. Henry Sleeper;male;48;1;0;PC 17572;76,7292;D33;C;3;;New York, NY
+1;1;Harper, Mrs. Henry Sleeper (Myna Haxtun);female;49;1;0;PC 17572;76,7292;D33;C;3;;New York, NY
+1;0;Harrington, Mr. Charles H;male;;0;0;113796;42,4;;S;;;
+1;0;Harris, Mr. Henry Birkhardt;male;45;1;0;36973;83,475;C83;S;;;New York, NY
+1;1;Harris, Mrs. Henry Birkhardt (Irene Wallach);female;35;1;0;36973;83,475;C83;S;D;;New York, NY
+1;0;Harrison, Mr. William;male;40;0;0;112059;0;B94;S;;110;
+1;1;Hassab, Mr. Hammad;male;27;0;0;PC 17572;76,7292;D49;C;3;;
+1;1;Hawksford, Mr. Walter James;male;;0;0;16988;30;D45;S;3;;Kingston, Surrey
+1;1;Hays, Miss. Margaret Bechstein;female;24;0;0;11767;83,1583;C54;C;7;;New York, NY
+1;0;Hays, Mr. Charles Melville;male;55;1;1;12749;93,5;B69;S;;307;Montreal, PQ
+1;1;Hays, Mrs. Charles Melville (Clara Jennings Gregg);female;52;1;1;12749;93,5;B69;S;3;;Montreal, PQ
+1;0;Head, Mr. Christopher;male;42;0;0;113038;42,5;B11;S;;;London / Middlesex
+1;0;Hilliard, Mr. Herbert Henry;male;;0;0;17463;51,8625;E46;S;;;Brighton, MA
+1;0;Hipkins, Mr. William Edward;male;55;0;0;680;50;C39;S;;;London / Birmingham
+1;1;Hippach, Miss. Jean Gertrude;female;16;0;1;111361;57,9792;B18;C;4;;Chicago, IL
+1;1;Hippach, Mrs. Louis Albert (Ida Sophia Fischer);female;44;0;1;111361;57,9792;B18;C;4;;Chicago, IL
+1;1;Hogeboom, Mrs. John C (Anna Andrews);female;51;1;0;13502;77,9583;D11;S;10;;Hudson, NY
+1;0;Holverson, Mr. Alexander Oskar;male;42;1;0;113789;52;;S;;38;New York, NY
+1;1;Holverson, Mrs. Alexander Oskar (Mary Aline Towner);female;35;1;0;113789;52;;S;8;;New York, NY
+1;1;"Homer, Mr. Harry (""Mr E Haven"")";male;35;0;0;111426;26,55;;C;15;;Indianapolis, IN
+1;1;Hoyt, Mr. Frederick Maxfield;male;38;1;0;19943;90;C93;S;D;;New York, NY / Stamford CT
+1;0;Hoyt, Mr. William Fisher;male;;0;0;PC 17600;30,6958;;C;14;;New York, NY
+1;1;Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby);female;35;1;0;19943;90;C93;S;D;;New York, NY / Stamford CT
+1;1;Icard, Miss. Amelie;female;38;0;0;113572;80;B28;;6;;
+1;0;Isham, Miss. Ann Elizabeth;female;50;0;0;PC 17595;28,7125;C49;C;;;Paris, France New York, NY
+1;1;Ismay, Mr. Joseph Bruce;male;49;0;0;112058;0;B52 B54 B56;S;C;;Liverpool
+1;0;Jones, Mr. Charles Cresson;male;46;0;0;694;26;;S;;80;Bennington, VT
+1;0;Julian, Mr. Henry Forbes;male;50;0;0;113044;26;E60;S;;;London
+1;0;Keeping, Mr. Edwin;male;32,5;0;0;113503;211,5;C132;C;;45;
+1;0;Kent, Mr. Edward Austin;male;58;0;0;11771;29,7;B37;C;;258;Buffalo, NY
+1;0;Kenyon, Mr. Frederick R;male;41;1;0;17464;51,8625;D21;S;;;Southington / Noank, CT
+1;1;Kenyon, Mrs. Frederick R (Marion);female;;1;0;17464;51,8625;D21;S;8;;Southington / Noank, CT
+1;1;Kimball, Mr. Edwin Nelson Jr;male;42;1;0;11753;52,5542;D19;S;5;;Boston, MA
+1;1;Kimball, Mrs. Edwin Nelson Jr (Gertrude Parsons);female;45;1;0;11753;52,5542;D19;S;5;;Boston, MA
+1;0;Klaber, Mr. Herman;male;;0;0;113028;26,55;C124;S;;;Portland, OR
+1;1;Kreuchen, Miss. Emilie;female;39;0;0;24160;211,3375;;S;2;;
+1;1;Leader, Dr. Alice (Farnham);female;49;0;0;17465;25,9292;D17;S;8;;New York, NY
+1;1;LeRoy, Miss. Bertha;female;30;0;0;PC 17761;106,425;;C;2;;
+1;1;Lesurer, Mr. Gustave J;male;35;0;0;PC 17755;512,3292;B101;C;3;;
+1;0;Lewy, Mr. Ervin G;male;;0;0;PC 17612;27,7208;;C;;;Chicago, IL
+1;0;"Lindeberg-Lind, Mr. Erik Gustaf (""Mr Edward Lingrey"")";male;42;0;0;17475;26,55;;S;;;Stockholm, Sweden
+1;1;Lindstrom, Mrs. Carl Johan (Sigrid Posse);female;55;0;0;112377;27,7208;;C;6;;Stockholm, Sweden
+1;1;Lines, Miss. Mary Conover;female;16;0;1;PC 17592;39,4;D28;S;9;;Paris, France
+1;1;Lines, Mrs. Ernest H (Elizabeth Lindsey James);female;51;0;1;PC 17592;39,4;D28;S;9;;Paris, France
+1;0;Long, Mr. Milton Clyde;male;29;0;0;113501;30;D6;S;;126;Springfield, MA
+1;1;Longley, Miss. Gretchen Fiske;female;21;0;0;13502;77,9583;D9;S;10;;Hudson, NY
+1;0;Loring, Mr. Joseph Holland;male;30;0;0;113801;45,5;;S;;;London / New York, NY
+1;1;Lurette, Miss. Elise;female;58;0;0;PC 17569;146,5208;B80;C;;;
+1;1;Madill, Miss. Georgette Alexandra;female;15;0;1;24160;211,3375;B5;S;2;;St Louis, MO
+1;0;Maguire, Mr. John Edward;male;30;0;0;110469;26;C106;S;;;Brockton, MA
+1;1;Maioni, Miss. Roberta;female;16;0;0;110152;86,5;B79;S;8;;
+1;1;Marechal, Mr. Pierre;male;;0;0;11774;29,7;C47;C;7;;Paris, France
+1;0;Marvin, Mr. Daniel Warner;male;19;1;0;113773;53,1;D30;S;;;New York, NY
+1;1;Marvin, Mrs. Daniel Warner (Mary Graham Carmichael Farquarson);female;18;1;0;113773;53,1;D30;S;10;;New York, NY
+1;1;"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")";female;24;0;0;PC 17482;49,5042;C90;C;6;;Belgium Montreal, PQ
+1;0;McCaffry, Mr. Thomas Francis;male;46;0;0;13050;75,2417;C6;C;;292;Vancouver, BC
+1;0;McCarthy, Mr. Timothy J;male;54;0;0;17463;51,8625;E46;S;;175;Dorchester, MA
+1;1;McGough, Mr. James Robert;male;36;0;0;PC 17473;26,2875;E25;S;7;;Philadelphia, PA
+1;0;Meyer, Mr. Edgar Joseph;male;28;1;0;PC 17604;82,1708;;C;;;New York, NY
+1;1;Meyer, Mrs. Edgar Joseph (Leila Saks);female;;1;0;PC 17604;82,1708;;C;6;;New York, NY
+1;0;Millet, Mr. Francis Davis;male;65;0;0;13509;26,55;E38;S;;249;East Bridgewater, MA
+1;0;Minahan, Dr. William Edward;male;44;2;0;19928;90;C78;Q;;230;Fond du Lac, WI
+1;1;Minahan, Miss. Daisy E;female;33;1;0;19928;90;C78;Q;14;;Green Bay, WI
+1;1;Minahan, Mrs. William Edward (Lillian E Thorpe);female;37;1;0;19928;90;C78;Q;14;;Fond du Lac, WI
+1;1;Mock, Mr. Philipp Edmund;male;30;1;0;13236;57,75;C78;C;11;;New York, NY
+1;0;Molson, Mr. Harry Markland;male;55;0;0;113787;30,5;C30;S;;;Montreal, PQ
+1;0;Moore, Mr. Clarence Bloomfield;male;47;0;0;113796;42,4;;S;;;Washington, DC
+1;0;Natsch, Mr. Charles H;male;37;0;1;PC 17596;29,7;C118;C;;;Brooklyn, NY
+1;1;Newell, Miss. Madeleine;female;31;1;0;35273;113,275;D36;C;6;;Lexington, MA
+1;1;Newell, Miss. Marjorie;female;23;1;0;35273;113,275;D36;C;6;;Lexington, MA
+1;0;Newell, Mr. Arthur Webster;male;58;0;2;35273;113,275;D48;C;;122;Lexington, MA
+1;1;Newsom, Miss. Helen Monypeny;female;19;0;2;11752;26,2833;D47;S;5;;New York, NY
+1;0;Nicholson, Mr. Arthur Ernest;male;64;0;0;693;26;;S;;263;Isle of Wight, England
+1;1;Oliva y Ocana, Dona. Fermina;female;39;0;0;PC 17758;108,9;C105;C;8;;
+1;1;Omont, Mr. Alfred Fernand;male;;0;0;F.C. 12998;25,7417;;C;7;;Paris, France
+1;1;Ostby, Miss. Helene Ragnhild;female;22;0;1;113509;61,9792;B36;C;5;;Providence, RI
+1;0;Ostby, Mr. Engelhart Cornelius;male;65;0;1;113509;61,9792;B30;C;;234;Providence, RI
+1;0;Ovies y Rodriguez, Mr. Servando;male;28,5;0;0;PC 17562;27,7208;D43;C;;189;?Havana, Cuba
+1;0;Parr, Mr. William Henry Marsh;male;;0;0;112052;0;;S;;;Belfast
+1;0;Partner, Mr. Austen;male;45,5;0;0;113043;28,5;C124;S;;166;Surbiton Hill, Surrey
+1;0;Payne, Mr. Vivian Ponsonby;male;23;0;0;12749;93,5;B24;S;;;Montreal, PQ
+1;0;Pears, Mr. Thomas Clinton;male;29;1;0;113776;66,6;C2;S;;;Isleworth, England
+1;1;Pears, Mrs. Thomas (Edith Wearne);female;22;1;0;113776;66,6;C2;S;8;;Isleworth, England
+1;0;Penasco y Castellana, Mr. Victor de Satode;male;18;1;0;PC 17758;108,9;C65;C;;;Madrid, Spain
+1;1;Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo);female;17;1;0;PC 17758;108,9;C65;C;8;;Madrid, Spain
+1;1;Perreault, Miss. Anne;female;30;0;0;12749;93,5;B73;S;3;;
+1;1;Peuchen, Major. Arthur Godfrey;male;52;0;0;113786;30,5;C104;S;6;;Toronto, ON
+1;0;Porter, Mr. Walter Chamberlain;male;47;0;0;110465;52;C110;S;;207;Worcester, MA
+1;1;Potter, Mrs. Thomas Jr (Lily Alexenia Wilson);female;56;0;1;11767;83,1583;C50;C;7;;Mt Airy, Philadelphia, PA
+1;0;Reuchlin, Jonkheer. John George;male;38;0;0;19972;0;;S;;;Rotterdam, Netherlands
+1;1;Rheims, Mr. George Alexander Lucien;male;;0;0;PC 17607;39,6;;S;A;;Paris / New York, NY
+1;0;Ringhini, Mr. Sante;male;22;0;0;PC 17760;135,6333;;C;;232;
+1;0;Robbins, Mr. Victor;male;;0;0;PC 17757;227,525;;C;;;
+1;1;Robert, Mrs. Edward Scott (Elisabeth Walton McMillan);female;43;0;1;24160;211,3375;B3;S;2;;St Louis, MO
+1;0;Roebling, Mr. Washington Augustus II;male;31;0;0;PC 17590;50,4958;A24;S;;;Trenton, NJ
+1;1;"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")";male;45;0;0;111428;26,55;;S;9;;New York, NY
+1;0;Rood, Mr. Hugh Roscoe;male;;0;0;113767;50;A32;S;;;Seattle, WA
+1;1;Rosenbaum, Miss. Edith Louise;female;33;0;0;PC 17613;27,7208;A11;C;11;;Paris, France
+1;0;"Rosenshine, Mr. George (""Mr George Thorne"")";male;46;0;0;PC 17585;79,2;;C;;16;New York, NY
+1;0;Ross, Mr. John Hugo;male;36;0;0;13049;40,125;A10;C;;;Winnipeg, MB
+1;1;Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards);female;33;0;0;110152;86,5;B77;S;8;;London Vancouver, BC
+1;0;Rothschild, Mr. Martin;male;55;1;0;PC 17603;59,4;;C;;;New York, NY
+1;1;Rothschild, Mrs. Martin (Elizabeth L. Barrett);female;54;1;0;PC 17603;59,4;;C;6;;New York, NY
+1;0;Rowe, Mr. Alfred G;male;33;0;0;113790;26,55;;S;;109;London
+1;1;Ryerson, Master. John Borie;male;13;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
+1;1;Ryerson, Miss. Emily Borie;female;18;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
+1;1;"Ryerson, Miss. Susan Parker ""Suzette""";female;21;2;2;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
+1;0;Ryerson, Mr. Arthur Larned;male;61;1;3;PC 17608;262,375;B57 B59 B63 B66;C;;;Haverford, PA / Cooperstown, NY
+1;1;Ryerson, Mrs. Arthur Larned (Emily Maria Borie);female;48;1;3;PC 17608;262,375;B57 B59 B63 B66;C;4;;Haverford, PA / Cooperstown, NY
+1;1;Saalfeld, Mr. Adolphe;male;;0;0;19988;30,5;C106;S;3;;Manchester, England
+1;1;Sagesser, Mlle. Emma;female;24;0;0;PC 17477;69,3;B35;C;9;;
+1;1;Salomon, Mr. Abraham L;male;;0;0;111163;26;;S;1;;New York, NY
+1;1;Schabert, Mrs. Paul (Emma Mock);female;35;1;0;13236;57,75;C28;C;11;;New York, NY
+1;1;Serepeca, Miss. Augusta;female;30;0;0;113798;31;;C;4;;
+1;1;Seward, Mr. Frederic Kimber;male;34;0;0;113794;26,55;;S;7;;New York, NY
+1;1;Shutes, Miss. Elizabeth W;female;40;0;0;PC 17582;153,4625;C125;S;3;;New York, NY / Greenwich CT
+1;1;Silverthorne, Mr. Spencer Victor;male;35;0;0;PC 17475;26,2875;E24;S;5;;St Louis, MO
+1;0;Silvey, Mr. William Baird;male;50;1;0;13507;55,9;E44;S;;;Duluth, MN
+1;1;Silvey, Mrs. William Baird (Alice Munger);female;39;1;0;13507;55,9;E44;S;11;;Duluth, MN
+1;1;Simonius-Blumer, Col. Oberst Alfons;male;56;0;0;13213;35,5;A26;C;3;;Basel, Switzerland
+1;1;Sloper, Mr. William Thompson;male;28;0;0;113788;35,5;A6;S;7;;New Britain, CT
+1;0;Smart, Mr. John Montgomery;male;56;0;0;113792;26,55;;S;;;New York, NY
+1;0;Smith, Mr. James Clinch;male;56;0;0;17764;30,6958;A7;C;;;St James, Long Island, NY
+1;0;Smith, Mr. Lucien Philip;male;24;1;0;13695;60;C31;S;;;Huntington, WV
+1;0;Smith, Mr. Richard William;male;;0;0;113056;26;A19;S;;;Streatham, Surrey
+1;1;Smith, Mrs. Lucien Philip (Mary Eloise Hughes);female;18;1;0;13695;60;C31;S;6;;Huntington, WV
+1;1;Snyder, Mr. John Pillsbury;male;24;1;0;21228;82,2667;B45;S;7;;Minneapolis, MN
+1;1;Snyder, Mrs. John Pillsbury (Nelle Stevenson);female;23;1;0;21228;82,2667;B45;S;7;;Minneapolis, MN
+1;1;Spedden, Master. Robert Douglas;male;6;0;2;16966;134,5;E34;C;3;;Tuxedo Park, NY
+1;1;Spedden, Mr. Frederic Oakley;male;45;1;1;16966;134,5;E34;C;3;;Tuxedo Park, NY
+1;1;Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone);female;40;1;1;16966;134,5;E34;C;3;;Tuxedo Park, NY
+1;0;Spencer, Mr. William Augustus;male;57;1;0;PC 17569;146,5208;B78;C;;;Paris, France
+1;1;Spencer, Mrs. William Augustus (Marie Eugenie);female;;1;0;PC 17569;146,5208;B78;C;6;;Paris, France
+1;1;Stahelin-Maeglin, Dr. Max;male;32;0;0;13214;30,5;B50;C;3;;Basel, Switzerland
+1;0;Stead, Mr. William Thomas;male;62;0;0;113514;26,55;C87;S;;;Wimbledon Park, London / Hayling Island, Hants
+1;1;Stengel, Mr. Charles Emil Henry;male;54;1;0;11778;55,4417;C116;C;1;;Newark, NJ
+1;1;Stengel, Mrs. Charles Emil Henry (Annie May Morris);female;43;1;0;11778;55,4417;C116;C;5;;Newark, NJ
+1;1;Stephenson, Mrs. Walter Bertram (Martha Eustis);female;52;1;0;36947;78,2667;D20;C;4;;Haverford, PA
+1;0;Stewart, Mr. Albert A;male;;0;0;PC 17605;27,7208;;C;;;Gallipolis, Ohio / ? Paris / New York
+1;1;Stone, Mrs. George Nelson (Martha Evelyn);female;62;0;0;113572;80;B28;;6;;Cincinatti, OH
+1;0;Straus, Mr. Isidor;male;67;1;0;PC 17483;221,7792;C55 C57;S;;96;New York, NY
+1;0;Straus, Mrs. Isidor (Rosalie Ida Blun);female;63;1;0;PC 17483;221,7792;C55 C57;S;;;New York, NY
+1;0;Sutton, Mr. Frederick;male;61;0;0;36963;32,3208;D50;S;;46;Haddenfield, NJ
+1;1;Swift, Mrs. Frederick Joel (Margaret Welles Barron);female;48;0;0;17466;25,9292;D17;S;8;;Brooklyn, NY
+1;1;Taussig, Miss. Ruth;female;18;0;2;110413;79,65;E68;S;8;;New York, NY
+1;0;Taussig, Mr. Emil;male;52;1;1;110413;79,65;E67;S;;;New York, NY
+1;1;Taussig, Mrs. Emil (Tillie Mandelbaum);female;39;1;1;110413;79,65;E67;S;8;;New York, NY
+1;1;Taylor, Mr. Elmer Zebley;male;48;1;0;19996;52;C126;S;5 7;;London / East Orange, NJ
+1;1;Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright);female;;1;0;19996;52;C126;S;5 7;;London / East Orange, NJ
+1;0;Thayer, Mr. John Borland;male;49;1;1;17421;110,8833;C68;C;;;Haverford, PA
+1;1;Thayer, Mr. John Borland Jr;male;17;0;2;17421;110,8833;C70;C;B;;Haverford, PA
+1;1;Thayer, Mrs. John Borland (Marian Longstreth Morris);female;39;1;1;17421;110,8833;C68;C;4;;Haverford, PA
+1;1;Thorne, Mrs. Gertrude Maybelle;female;;0;0;PC 17585;79,2;;C;D;;New York, NY
+1;1;Tucker, Mr. Gilbert Milligan Jr;male;31;0;0;2543;28,5375;C53;C;7;;Albany, NY
+1;0;Uruchurtu, Don. Manuel E;male;40;0;0;PC 17601;27,7208;;C;;;Mexico City, Mexico
+1;0;Van der hoef, Mr. Wyckoff;male;61;0;0;111240;33,5;B19;S;;245;Brooklyn, NY
+1;0;Walker, Mr. William Anderson;male;47;0;0;36967;34,0208;D46;S;;;East Orange, NJ
+1;1;Ward, Miss. Anna;female;35;0;0;PC 17755;512,3292;;C;3;;
+1;0;Warren, Mr. Frank Manley;male;64;1;0;110813;75,25;D37;C;;;Portland, OR
+1;1;Warren, Mrs. Frank Manley (Anna Sophia Atkinson);female;60;1;0;110813;75,25;D37;C;5;;Portland, OR
+1;0;Weir, Col. John;male;60;0;0;113800;26,55;;S;;;England Salt Lake City, Utah
+1;0;White, Mr. Percival Wayland;male;54;0;1;35281;77,2875;D26;S;;;Brunswick, ME
+1;0;White, Mr. Richard Frasar;male;21;0;1;35281;77,2875;D26;S;;169;Brunswick, ME
+1;1;White, Mrs. John Stuart (Ella Holmes);female;55;0;0;PC 17760;135,6333;C32;C;8;;New York, NY / Briarcliff Manor NY
+1;1;Wick, Miss. Mary Natalie;female;31;0;2;36928;164,8667;C7;S;8;;Youngstown, OH
+1;0;Wick, Mr. George Dennick;male;57;1;1;36928;164,8667;;S;;;Youngstown, OH
+1;1;Wick, Mrs. George Dennick (Mary Hitchcock);female;45;1;1;36928;164,8667;;S;8;;Youngstown, OH
+1;0;Widener, Mr. George Dunton;male;50;1;1;113503;211,5;C80;C;;;Elkins Park, PA
+1;0;Widener, Mr. Harry Elkins;male;27;0;2;113503;211,5;C82;C;;;Elkins Park, PA
+1;1;Widener, Mrs. George Dunton (Eleanor Elkins);female;50;1;1;113503;211,5;C80;C;4;;Elkins Park, PA
+1;1;Willard, Miss. Constance;female;21;0;0;113795;26,55;;S;8 10;;Duluth, MN
+1;0;Williams, Mr. Charles Duane;male;51;0;1;PC 17597;61,3792;;C;;;Geneva, Switzerland / Radnor, PA
+1;1;Williams, Mr. Richard Norris II;male;21;0;1;PC 17597;61,3792;;C;A;;Geneva, Switzerland / Radnor, PA
+1;0;Williams-Lambert, Mr. Fletcher Fellows;male;;0;0;113510;35;C128;S;;;London, England
+1;1;Wilson, Miss. Helen Alice;female;31;0;0;16966;134,5;E39 E41;C;3;;
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<TRUNCATED>