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main
1
.gitattributes
vendored
1
.gitattributes
vendored
@ -1 +0,0 @@
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* text=crlf
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132
.gitignore
vendored
132
.gitignore
vendored
@ -1,103 +1,18 @@
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|||||||
|
# ---> JupyterNotebooks
|
||||||
|
# gitignore template for Jupyter Notebooks
|
||||||
|
# website: http://jupyter.org/
|
||||||
|
|
||||||
# Created by https://www.toptal.com/developers/gitignore/api/python,pycharm+all
|
.ipynb_checkpoints
|
||||||
# Edit at https://www.toptal.com/developers/gitignore?templates=python,pycharm+all
|
*/.ipynb_checkpoints/*
|
||||||
|
|
||||||
### PyCharm+all ###
|
# IPython
|
||||||
# Covers JetBrains IDEs: IntelliJ, RubyMine, PhpStorm, AppCode, PyCharm, CLion, Android Studio, WebStorm and Rider
|
profile_default/
|
||||||
# Reference: https://intellij-support.jetbrains.com/hc/en-us/articles/206544839
|
ipython_config.py
|
||||||
|
|
||||||
# User-specific stuff
|
# Remove previous ipynb_checkpoints
|
||||||
.idea/**/workspace.xml
|
# git rm -r .ipynb_checkpoints/
|
||||||
.idea/**/tasks.xml
|
|
||||||
.idea/**/usage.statistics.xml
|
|
||||||
.idea/**/dictionaries
|
|
||||||
.idea/**/shelf
|
|
||||||
|
|
||||||
# AWS User-specific
|
# ---> Python
|
||||||
.idea/**/aws.xml
|
|
||||||
|
|
||||||
# Generated files
|
|
||||||
.idea/**/contentModel.xml
|
|
||||||
|
|
||||||
# Sensitive or high-churn files
|
|
||||||
.idea/**/dataSources/
|
|
||||||
.idea/**/dataSources.ids
|
|
||||||
.idea/**/dataSources.local.xml
|
|
||||||
.idea/**/sqlDataSources.xml
|
|
||||||
.idea/**/dynamic.xml
|
|
||||||
.idea/**/uiDesigner.xml
|
|
||||||
.idea/**/dbnavigator.xml
|
|
||||||
|
|
||||||
# Gradle
|
|
||||||
.idea/**/gradle.xml
|
|
||||||
.idea/**/libraries
|
|
||||||
|
|
||||||
# Gradle and Maven with auto-import
|
|
||||||
# When using Gradle or Maven with auto-import, you should exclude module files,
|
|
||||||
# since they will be recreated, and may cause churn. Uncomment if using
|
|
||||||
# auto-import.
|
|
||||||
# .idea/artifacts
|
|
||||||
# .idea/compiler.xml
|
|
||||||
# .idea/jarRepositories.xml
|
|
||||||
# .idea/modules.xml
|
|
||||||
# .idea/*.iml
|
|
||||||
# .idea/modules
|
|
||||||
# *.iml
|
|
||||||
# *.ipr
|
|
||||||
|
|
||||||
# CMake
|
|
||||||
cmake-build-*/
|
|
||||||
|
|
||||||
# Mongo Explorer plugin
|
|
||||||
.idea/**/mongoSettings.xml
|
|
||||||
|
|
||||||
# File-based project format
|
|
||||||
*.iws
|
|
||||||
|
|
||||||
# IntelliJ
|
|
||||||
out/
|
|
||||||
|
|
||||||
# mpeltonen/sbt-idea plugin
|
|
||||||
.idea_modules/
|
|
||||||
|
|
||||||
# JIRA plugin
|
|
||||||
atlassian-ide-plugin.xml
|
|
||||||
|
|
||||||
# Cursive Clojure plugin
|
|
||||||
.idea/replstate.xml
|
|
||||||
|
|
||||||
# SonarLint plugin
|
|
||||||
.idea/sonarlint/
|
|
||||||
|
|
||||||
# Crashlytics plugin (for Android Studio and IntelliJ)
|
|
||||||
com_crashlytics_export_strings.xml
|
|
||||||
crashlytics.properties
|
|
||||||
crashlytics-build.properties
|
|
||||||
fabric.properties
|
|
||||||
|
|
||||||
# Editor-based Rest Client
|
|
||||||
.idea/httpRequests
|
|
||||||
|
|
||||||
# Android studio 3.1+ serialized cache file
|
|
||||||
.idea/caches/build_file_checksums.ser
|
|
||||||
|
|
||||||
### PyCharm+all Patch ###
|
|
||||||
# Ignores the whole .idea folder and all .iml files
|
|
||||||
# See https://github.com/joeblau/gitignore.io/issues/186 and https://github.com/joeblau/gitignore.io/issues/360
|
|
||||||
|
|
||||||
.idea/*
|
|
||||||
|
|
||||||
# Reason: https://github.com/joeblau/gitignore.io/issues/186#issuecomment-249601023
|
|
||||||
|
|
||||||
*.iml
|
|
||||||
modules.xml
|
|
||||||
.idea/misc.xml
|
|
||||||
*.ipr
|
|
||||||
|
|
||||||
# Sonarlint plugin
|
|
||||||
.idea/sonarlint
|
|
||||||
|
|
||||||
### Python ###
|
|
||||||
# Byte-compiled / optimized / DLL files
|
# Byte-compiled / optimized / DLL files
|
||||||
__pycache__/
|
__pycache__/
|
||||||
*.py[cod]
|
*.py[cod]
|
||||||
@ -201,7 +116,15 @@ ipython_config.py
|
|||||||
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
# https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
|
||||||
#poetry.lock
|
#poetry.lock
|
||||||
|
|
||||||
# PEP 582; used by e.g. github.com/David-OConnor/pyflow
|
# pdm
|
||||||
|
# Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
|
||||||
|
#pdm.lock
|
||||||
|
# pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
|
||||||
|
# in version control.
|
||||||
|
# https://pdm.fming.dev/#use-with-ide
|
||||||
|
.pdm.toml
|
||||||
|
|
||||||
|
# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
|
||||||
__pypackages__/
|
__pypackages__/
|
||||||
|
|
||||||
# Celery stuff
|
# Celery stuff
|
||||||
@ -245,13 +168,13 @@ dmypy.json
|
|||||||
cython_debug/
|
cython_debug/
|
||||||
|
|
||||||
# PyCharm
|
# PyCharm
|
||||||
# JetBrains specific template is maintainted in a separate JetBrains.gitignore that can
|
# JetBrains specific template is maintained in a separate JetBrains.gitignore that can
|
||||||
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
# be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
|
||||||
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
# and can be added to the global gitignore or merged into this file. For a more nuclear
|
||||||
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
# option (not recommended) you can uncomment the following to ignore the entire idea folder.
|
||||||
#.idea/
|
#.idea/
|
||||||
|
|
||||||
### VisualStudioCode ###
|
# ---> VisualStudioCode
|
||||||
.vscode/*
|
.vscode/*
|
||||||
!.vscode/settings.json
|
!.vscode/settings.json
|
||||||
!.vscode/tasks.json
|
!.vscode/tasks.json
|
||||||
@ -265,14 +188,3 @@ cython_debug/
|
|||||||
# Built Visual Studio Code Extensions
|
# Built Visual Studio Code Extensions
|
||||||
*.vsix
|
*.vsix
|
||||||
|
|
||||||
### VisualStudioCode Patch ###
|
|
||||||
# Ignore all local history of files
|
|
||||||
.history
|
|
||||||
.ionide
|
|
||||||
|
|
||||||
# End of https://www.toptal.com/developers/gitignore/api/python,pycharm+all
|
|
||||||
|
|
||||||
# JS
|
|
||||||
node_modules/
|
|
||||||
|
|
||||||
test.csv
|
|
13
.vscode/extensions.json
vendored
13
.vscode/extensions.json
vendored
@ -1,13 +0,0 @@
|
|||||||
{
|
|
||||||
"recommendations": [
|
|
||||||
"ms-python.black-formatter",
|
|
||||||
"ms-python.flake8",
|
|
||||||
"ms-python.isort",
|
|
||||||
"ms-toolsai.jupyter",
|
|
||||||
"ms-toolsai.datawrangler",
|
|
||||||
"ms-python.python",
|
|
||||||
"donjayamanne.python-environment-manager",
|
|
||||||
// optional
|
|
||||||
"usernamehw.errorlens"
|
|
||||||
]
|
|
||||||
}
|
|
16
.vscode/launch.json
vendored
16
.vscode/launch.json
vendored
@ -1,16 +0,0 @@
|
|||||||
{
|
|
||||||
// Use IntelliSense to learn about possible attributes.
|
|
||||||
// Hover to view descriptions of existing attributes.
|
|
||||||
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
|
|
||||||
"version": "0.2.0",
|
|
||||||
"configurations": [
|
|
||||||
{
|
|
||||||
"name": "mai-service",
|
|
||||||
"type": "debugpy",
|
|
||||||
"request": "launch",
|
|
||||||
"program": "run.py",
|
|
||||||
"console": "integratedTerminal",
|
|
||||||
"justMyCode": true
|
|
||||||
}
|
|
||||||
]
|
|
||||||
}
|
|
38
.vscode/settings.json
vendored
38
.vscode/settings.json
vendored
@ -1,38 +0,0 @@
|
|||||||
{
|
|
||||||
"files.autoSave": "onFocusChange",
|
|
||||||
"files.exclude": {
|
|
||||||
"**/__pycache__": true
|
|
||||||
},
|
|
||||||
"editor.detectIndentation": false,
|
|
||||||
"editor.formatOnType": false,
|
|
||||||
"editor.formatOnPaste": true,
|
|
||||||
"editor.formatOnSave": true,
|
|
||||||
"editor.tabSize": 4,
|
|
||||||
"editor.insertSpaces": true,
|
|
||||||
"editor.codeActionsOnSave": {
|
|
||||||
"source.organizeImports": "explicit",
|
|
||||||
"source.sortImports": "explicit"
|
|
||||||
},
|
|
||||||
"editor.stickyScroll.enabled": false,
|
|
||||||
"diffEditor.ignoreTrimWhitespace": false,
|
|
||||||
"debug.showVariableTypes": true,
|
|
||||||
"workbench.editor.highlightModifiedTabs": true,
|
|
||||||
"git.suggestSmartCommit": false,
|
|
||||||
"git.autofetch": true,
|
|
||||||
"git.openRepositoryInParentFolders": "always",
|
|
||||||
"git.confirmSync": false,
|
|
||||||
"errorLens.gutterIconsEnabled": true,
|
|
||||||
"errorLens.messageEnabled": false,
|
|
||||||
"[python]": {
|
|
||||||
"editor.defaultFormatter": "ms-python.black-formatter",
|
|
||||||
},
|
|
||||||
"python.languageServer": "Pylance",
|
|
||||||
"python.analysis.typeCheckingMode": "basic",
|
|
||||||
"python.analysis.autoImportCompletions": true,
|
|
||||||
"isort.args": [
|
|
||||||
"--profile",
|
|
||||||
"black"
|
|
||||||
],
|
|
||||||
"notebook.lineNumbers": "on",
|
|
||||||
"notebook.output.minimalErrorRendering": true,
|
|
||||||
}
|
|
Binary file not shown.
Before Width: | Height: | Size: 111 KiB |
@ -1,52 +0,0 @@
|
|||||||
import importlib
|
|
||||||
import os
|
|
||||||
import traceback
|
|
||||||
|
|
||||||
import matplotlib
|
|
||||||
from apiflask import APIBlueprint, APIFlask
|
|
||||||
from flask_cors import CORS
|
|
||||||
|
|
||||||
matplotlib.use("agg")
|
|
||||||
|
|
||||||
cors = CORS()
|
|
||||||
api_bp = APIBlueprint("api", __name__, url_prefix="/api/v1")
|
|
||||||
dataset_path: str | None = None
|
|
||||||
|
|
||||||
|
|
||||||
class Config:
|
|
||||||
SECRET_KEY = "secret!"
|
|
||||||
SEND_FILE_MAX_AGE_DEFAULT = -1
|
|
||||||
|
|
||||||
|
|
||||||
def create_app():
|
|
||||||
global dataset_path
|
|
||||||
|
|
||||||
# Create and configure app
|
|
||||||
app = APIFlask(
|
|
||||||
"MAI Service",
|
|
||||||
title="MAI Service API",
|
|
||||||
docs_path="/",
|
|
||||||
version="1.0",
|
|
||||||
static_folder="",
|
|
||||||
template_folder="",
|
|
||||||
)
|
|
||||||
app.config.from_object(Config)
|
|
||||||
|
|
||||||
dataset_path = os.path.join(app.instance_path, "dataset")
|
|
||||||
os.makedirs(dataset_path, exist_ok=True)
|
|
||||||
|
|
||||||
@app.errorhandler(Exception)
|
|
||||||
def my_error_processor(error):
|
|
||||||
traceback.print_exception(error)
|
|
||||||
return {"message": str(error), "detail": "No details"}, 500
|
|
||||||
|
|
||||||
# Import custom REST methods
|
|
||||||
importlib.import_module("backend.api")
|
|
||||||
|
|
||||||
# Enable REST API
|
|
||||||
app.register_blueprint(api_bp)
|
|
||||||
|
|
||||||
# Enable app extensions
|
|
||||||
cors.init_app(app)
|
|
||||||
|
|
||||||
return app
|
|
@ -1,57 +0,0 @@
|
|||||||
from apiflask import FileSchema, Schema, fields
|
|
||||||
from flask import send_file
|
|
||||||
|
|
||||||
from backend import api_bp, dataset_path
|
|
||||||
from backend.service import Service
|
|
||||||
|
|
||||||
|
|
||||||
class FileUpload(Schema):
|
|
||||||
file = fields.File(required=True)
|
|
||||||
|
|
||||||
|
|
||||||
class ColumnInfoDto(Schema):
|
|
||||||
datatype = fields.String()
|
|
||||||
items = fields.List(fields.String())
|
|
||||||
|
|
||||||
|
|
||||||
class TableColumnDto(Schema):
|
|
||||||
name = fields.String()
|
|
||||||
datatype = fields.String()
|
|
||||||
items = fields.List(fields.String())
|
|
||||||
|
|
||||||
|
|
||||||
service = Service(dataset_path)
|
|
||||||
|
|
||||||
|
|
||||||
@api_bp.post("/dataset")
|
|
||||||
@api_bp.input(FileUpload, location="files")
|
|
||||||
def upload_dataset(files_data):
|
|
||||||
uploaded_file = files_data["file"]
|
|
||||||
return service.upload_dataset(uploaded_file)
|
|
||||||
|
|
||||||
|
|
||||||
@api_bp.get("/dataset")
|
|
||||||
def get_all_datasets():
|
|
||||||
return service.get_all_datasets()
|
|
||||||
|
|
||||||
|
|
||||||
@api_bp.get("/dataset/<string:name>")
|
|
||||||
@api_bp.output(TableColumnDto(many=True))
|
|
||||||
def get_dataset_info(name: str):
|
|
||||||
return service.get_dataset_info(name)
|
|
||||||
|
|
||||||
|
|
||||||
@api_bp.get("/dataset/<string:name>/<string:column>")
|
|
||||||
@api_bp.output(ColumnInfoDto)
|
|
||||||
def get_column_info(name: str, column: str):
|
|
||||||
return service.get_column_info(name, column)
|
|
||||||
|
|
||||||
|
|
||||||
@api_bp.get("/dataset/draw/hist/<string:name>/<string:column>")
|
|
||||||
@api_bp.output(
|
|
||||||
FileSchema(type="string", format="binary"), content_type="image/png", example=""
|
|
||||||
)
|
|
||||||
def get_dataset_hist(name: str, column: str):
|
|
||||||
data = service.get_hist(name, column)
|
|
||||||
data.seek(0)
|
|
||||||
return send_file(data, download_name=f"{name}.hist.png", mimetype="image/png")
|
|
@ -1,59 +0,0 @@
|
|||||||
import io
|
|
||||||
import os
|
|
||||||
import pathlib
|
|
||||||
from typing import BinaryIO, Dict, List
|
|
||||||
|
|
||||||
import pandas as pd
|
|
||||||
from matplotlib.figure import Figure
|
|
||||||
from werkzeug.datastructures import FileStorage
|
|
||||||
from werkzeug.utils import secure_filename
|
|
||||||
|
|
||||||
|
|
||||||
class Service:
|
|
||||||
def __init__(self, dataset_path: str | None) -> None:
|
|
||||||
if dataset_path is None:
|
|
||||||
raise Exception("Dataset path is not defined")
|
|
||||||
self.__path: str = dataset_path
|
|
||||||
|
|
||||||
def __get_dataset(self, filename: str) -> pd.DataFrame:
|
|
||||||
full_file_name = os.path.join(self.__path, secure_filename(filename))
|
|
||||||
return pd.read_csv(full_file_name)
|
|
||||||
|
|
||||||
def upload_dataset(self, file: FileStorage) -> str:
|
|
||||||
if file.filename is None:
|
|
||||||
raise Exception("Dataset upload error")
|
|
||||||
file_name: str = file.filename
|
|
||||||
full_file_name = os.path.join(self.__path, secure_filename(file_name))
|
|
||||||
file.save(full_file_name)
|
|
||||||
return file_name
|
|
||||||
|
|
||||||
def get_all_datasets(self) -> List[str]:
|
|
||||||
return [file.name for file in pathlib.Path(self.__path).glob("*.csv")]
|
|
||||||
|
|
||||||
def get_dataset_info(self, filename) -> List[Dict]:
|
|
||||||
dataset = self.__get_dataset(filename)
|
|
||||||
dataset_info = []
|
|
||||||
for column in dataset.columns:
|
|
||||||
items = dataset[column].astype(str)
|
|
||||||
column_info = {
|
|
||||||
"name": column,
|
|
||||||
"datatype": dataset.dtypes[column],
|
|
||||||
"items": items,
|
|
||||||
}
|
|
||||||
dataset_info.append(column_info)
|
|
||||||
return dataset_info
|
|
||||||
|
|
||||||
def get_column_info(self, filename, column) -> Dict:
|
|
||||||
dataset = self.__get_dataset(filename)
|
|
||||||
datatype = dataset.dtypes[column]
|
|
||||||
items = sorted(dataset[column].astype(str).unique())
|
|
||||||
return {"datatype": datatype, "items": items}
|
|
||||||
|
|
||||||
def get_hist(self, filename, column) -> BinaryIO:
|
|
||||||
dataset = self.__get_dataset(filename)
|
|
||||||
bytes = io.BytesIO()
|
|
||||||
plot: Figure | None = dataset.plot.hist(column=[column], bins=80).get_figure()
|
|
||||||
if plot is None:
|
|
||||||
raise Exception("Can't create hist plot")
|
|
||||||
plot.savefig(bytes, dpi=300, format="png")
|
|
||||||
return bytes
|
|
244
data/dollar.csv
244
data/dollar.csv
@ -1,244 +0,0 @@
|
|||||||
"my_date","my_value","bullet","bulletClass","label"
|
|
||||||
"28.03.2023","76.5662","","",""
|
|
||||||
"31.03.2023","77.0863","","",""
|
|
||||||
"01.04.2023","77.3233","","",""
|
|
||||||
"04.04.2023","77.9510","","",""
|
|
||||||
"05.04.2023","79.3563","","",""
|
|
||||||
"06.04.2023","79.4961","","",""
|
|
||||||
"07.04.2023","80.6713","","",""
|
|
||||||
"08.04.2023","82.3988","","",""
|
|
||||||
"11.04.2023","81.7441","","",""
|
|
||||||
"12.04.2023","82.1799","","",""
|
|
||||||
"13.04.2023","82.0934","","",""
|
|
||||||
"14.04.2023","81.6758","","",""
|
|
||||||
"15.04.2023","81.5045","","",""
|
|
||||||
"18.04.2023","81.6279","","",""
|
|
||||||
"19.04.2023","81.6028","","",""
|
|
||||||
"20.04.2023","81.6549","","",""
|
|
||||||
"21.04.2023","81.6188","","",""
|
|
||||||
"22.04.2023","81.4863","","",""
|
|
||||||
"25.04.2023","81.2745","","",""
|
|
||||||
"26.04.2023","81.5499","","",""
|
|
||||||
"27.04.2023","81.6274","","",""
|
|
||||||
"28.04.2023","81.5601","","",""
|
|
||||||
"29.04.2023","80.5093","","",""
|
|
||||||
"03.05.2023","79.9609","","",""
|
|
||||||
"04.05.2023","79.3071","","",""
|
|
||||||
"05.05.2023","78.6139","","",""
|
|
||||||
"06.05.2023","76.8207","","",""
|
|
||||||
"11.05.2023","76.6929","","",""
|
|
||||||
"12.05.2023","75.8846","round","min-pulsating-bullet","мин"
|
|
||||||
"13.05.2023","77.2041","","",""
|
|
||||||
"16.05.2023","79.1004","","",""
|
|
||||||
"17.05.2023","79.9798","","",""
|
|
||||||
"18.05.2023","80.7642","","",""
|
|
||||||
"19.05.2023","80.0366","","",""
|
|
||||||
"20.05.2023","79.9093","","",""
|
|
||||||
"23.05.2023","79.9379","","",""
|
|
||||||
"24.05.2023","80.1665","","",""
|
|
||||||
"25.05.2023","79.9669","","",""
|
|
||||||
"26.05.2023","79.9841","","",""
|
|
||||||
"27.05.2023","79.9667","","",""
|
|
||||||
"30.05.2023","80.0555","","",""
|
|
||||||
"31.05.2023","80.6872","","",""
|
|
||||||
"01.06.2023","80.9942","","",""
|
|
||||||
"02.06.2023","80.9657","","",""
|
|
||||||
"03.06.2023","80.8756","","",""
|
|
||||||
"06.06.2023","81.3294","","",""
|
|
||||||
"07.06.2023","81.2502","","",""
|
|
||||||
"08.06.2023","81.4581","","",""
|
|
||||||
"09.06.2023","82.0930","","",""
|
|
||||||
"10.06.2023","82.6417","","",""
|
|
||||||
"14.06.2023","83.6405","","",""
|
|
||||||
"15.06.2023","84.3249","","",""
|
|
||||||
"16.06.2023","83.9611","","",""
|
|
||||||
"17.06.2023","83.6498","","",""
|
|
||||||
"20.06.2023","83.9866","","",""
|
|
||||||
"21.06.2023","84.2336","","",""
|
|
||||||
"22.06.2023","84.2467","","",""
|
|
||||||
"23.06.2023","83.6077","","",""
|
|
||||||
"24.06.2023","84.0793","","",""
|
|
||||||
"27.06.2023","84.6642","","",""
|
|
||||||
"28.06.2023","85.0504","","",""
|
|
||||||
"29.06.2023","85.6192","","",""
|
|
||||||
"30.06.2023","87.0341","","",""
|
|
||||||
"01.07.2023","88.3844","","",""
|
|
||||||
"04.07.2023","89.3255","","",""
|
|
||||||
"05.07.2023","89.5450","","",""
|
|
||||||
"06.07.2023","90.3380","","",""
|
|
||||||
"07.07.2023","92.5695","","",""
|
|
||||||
"08.07.2023","91.6879","","",""
|
|
||||||
"11.07.2023","91.4931","","",""
|
|
||||||
"12.07.2023","90.5045","","",""
|
|
||||||
"13.07.2023","90.6253","","",""
|
|
||||||
"14.07.2023","90.1757","","",""
|
|
||||||
"15.07.2023","90.1190","","",""
|
|
||||||
"18.07.2023","90.4217","","",""
|
|
||||||
"19.07.2023","90.6906","","",""
|
|
||||||
"20.07.2023","91.2046","","",""
|
|
||||||
"21.07.2023","90.8545","","",""
|
|
||||||
"22.07.2023","90.3846","","",""
|
|
||||||
"25.07.2023","90.4890","","",""
|
|
||||||
"26.07.2023","90.0945","","",""
|
|
||||||
"27.07.2023","90.0468","","",""
|
|
||||||
"28.07.2023","90.0225","","",""
|
|
||||||
"29.07.2023","90.9783","","",""
|
|
||||||
"01.08.2023","91.5923","","",""
|
|
||||||
"02.08.2023","91.7755","","",""
|
|
||||||
"03.08.2023","92.8410","","",""
|
|
||||||
"04.08.2023","93.7792","","",""
|
|
||||||
"05.08.2023","94.8076","","",""
|
|
||||||
"08.08.2023","96.5668","","",""
|
|
||||||
"09.08.2023","96.0755","","",""
|
|
||||||
"10.08.2023","97.3999","","",""
|
|
||||||
"11.08.2023","97.2794","","",""
|
|
||||||
"12.08.2023","98.2066","","",""
|
|
||||||
"15.08.2023","101.0399","","",""
|
|
||||||
"16.08.2023","97.4217","","",""
|
|
||||||
"17.08.2023","96.7045","","",""
|
|
||||||
"18.08.2023","93.7460","","",""
|
|
||||||
"19.08.2023","93.4047","","",""
|
|
||||||
"22.08.2023","94.1424","","",""
|
|
||||||
"23.08.2023","94.1185","","",""
|
|
||||||
"24.08.2023","94.4421","","",""
|
|
||||||
"25.08.2023","94.4007","","",""
|
|
||||||
"26.08.2023","94.7117","","",""
|
|
||||||
"29.08.2023","95.4717","","",""
|
|
||||||
"30.08.2023","95.7070","","",""
|
|
||||||
"31.08.2023","95.9283","","",""
|
|
||||||
"01.09.2023","96.3344","","",""
|
|
||||||
"02.09.2023","96.3411","","",""
|
|
||||||
"05.09.2023","96.6199","","",""
|
|
||||||
"06.09.2023","97.5383","","",""
|
|
||||||
"07.09.2023","97.8439","","",""
|
|
||||||
"08.09.2023","98.1961","","",""
|
|
||||||
"09.09.2023","97.9241","","",""
|
|
||||||
"12.09.2023","96.5083","","",""
|
|
||||||
"13.09.2023","94.7035","","",""
|
|
||||||
"14.09.2023","95.9794","","",""
|
|
||||||
"15.09.2023","96.1609","","",""
|
|
||||||
"16.09.2023","96.6338","","",""
|
|
||||||
"19.09.2023","96.6472","","",""
|
|
||||||
"20.09.2023","96.2236","","",""
|
|
||||||
"21.09.2023","96.6172","","",""
|
|
||||||
"22.09.2023","96.0762","","",""
|
|
||||||
"23.09.2023","96.0419","","",""
|
|
||||||
"26.09.2023","96.1456","","",""
|
|
||||||
"27.09.2023","96.2378","","",""
|
|
||||||
"28.09.2023","96.5000","","",""
|
|
||||||
"29.09.2023","97.0018","","",""
|
|
||||||
"30.09.2023","97.4147","","",""
|
|
||||||
"03.10.2023","98.4785","","",""
|
|
||||||
"04.10.2023","99.2677","","",""
|
|
||||||
"05.10.2023","99.4555","","",""
|
|
||||||
"06.10.2023","99.6762","","",""
|
|
||||||
"07.10.2023","100.4911","","",""
|
|
||||||
"10.10.2023","101.3598","round","max-pulsating-bullet","макс"
|
|
||||||
"11.10.2023","99.9349","","",""
|
|
||||||
"12.10.2023","99.9808","","",""
|
|
||||||
"13.10.2023","96.9948","","",""
|
|
||||||
"14.10.2023","97.3075","","",""
|
|
||||||
"17.10.2023","97.2865","","",""
|
|
||||||
"18.10.2023","97.3458","","",""
|
|
||||||
"19.10.2023","97.3724","","",""
|
|
||||||
"20.10.2023","97.3074","","",""
|
|
||||||
"21.10.2023","95.9053","","",""
|
|
||||||
"24.10.2023","94.7081","","",""
|
|
||||||
"25.10.2023","93.5224","","",""
|
|
||||||
"26.10.2023","93.1507","","",""
|
|
||||||
"27.10.2023","93.5616","","",""
|
|
||||||
"28.10.2023","93.2174","","",""
|
|
||||||
"31.10.2023","93.2435","","",""
|
|
||||||
"01.11.2023","92.0226","","",""
|
|
||||||
"02.11.2023","93.2801","","",""
|
|
||||||
"03.11.2023","93.1730","","",""
|
|
||||||
"04.11.2023","93.0351","","",""
|
|
||||||
"08.11.2023","92.4151","","",""
|
|
||||||
"09.11.2023","92.1973","","",""
|
|
||||||
"10.11.2023","91.9266","","",""
|
|
||||||
"11.11.2023","92.0535","","",""
|
|
||||||
"14.11.2023","92.1185","","",""
|
|
||||||
"15.11.2023","91.2570","","",""
|
|
||||||
"16.11.2023","89.4565","","",""
|
|
||||||
"17.11.2023","88.9466","","",""
|
|
||||||
"18.11.2023","89.1237","","",""
|
|
||||||
"21.11.2023","88.4954","","",""
|
|
||||||
"22.11.2023","87.8701","","",""
|
|
||||||
"23.11.2023","88.1648","","",""
|
|
||||||
"24.11.2023","88.1206","","",""
|
|
||||||
"25.11.2023","88.8133","","",""
|
|
||||||
"28.11.2023","88.7045","","",""
|
|
||||||
"29.11.2023","88.6102","","",""
|
|
||||||
"30.11.2023","88.8841","","",""
|
|
||||||
"01.12.2023","88.5819","","",""
|
|
||||||
"02.12.2023","89.7619","","",""
|
|
||||||
"05.12.2023","90.6728","","",""
|
|
||||||
"06.12.2023","91.5823","","",""
|
|
||||||
"07.12.2023","92.7826","","",""
|
|
||||||
"08.12.2023","92.5654","","",""
|
|
||||||
"09.12.2023","91.6402","","",""
|
|
||||||
"12.12.2023","90.9846","","",""
|
|
||||||
"13.12.2023","90.2158","","",""
|
|
||||||
"14.12.2023","89.8926","","",""
|
|
||||||
"15.12.2023","89.6741","","",""
|
|
||||||
"16.12.2023","89.6966","","",""
|
|
||||||
"19.12.2023","90.4162","","",""
|
|
||||||
"20.12.2023","90.0870","","",""
|
|
||||||
"21.12.2023","90.4056","","",""
|
|
||||||
"22.12.2023","91.7062","","",""
|
|
||||||
"23.12.2023","91.9389","","",""
|
|
||||||
"26.12.2023","91.9690","","",""
|
|
||||||
"27.12.2023","91.7069","","",""
|
|
||||||
"28.12.2023","91.7051","","",""
|
|
||||||
"29.12.2023","90.3041","","",""
|
|
||||||
"30.12.2023","89.6883","","",""
|
|
||||||
"10.01.2024","90.4040","","",""
|
|
||||||
"11.01.2024","89.3939","","",""
|
|
||||||
"12.01.2024","88.7818","","",""
|
|
||||||
"13.01.2024","88.1324","","",""
|
|
||||||
"16.01.2024","87.6772","","",""
|
|
||||||
"17.01.2024","87.6457","","",""
|
|
||||||
"18.01.2024","88.3540","","",""
|
|
||||||
"19.01.2024","88.6610","","",""
|
|
||||||
"20.01.2024","88.5896","","",""
|
|
||||||
"23.01.2024","87.9724","","",""
|
|
||||||
"24.01.2024","87.9199","","",""
|
|
||||||
"25.01.2024","88.2829","","",""
|
|
||||||
"26.01.2024","88.6562","","",""
|
|
||||||
"27.01.2024","89.5159","","",""
|
|
||||||
"30.01.2024","89.6090","","",""
|
|
||||||
"31.01.2024","89.2887","","",""
|
|
||||||
"01.02.2024","89.6678","","",""
|
|
||||||
"02.02.2024","90.2299","","",""
|
|
||||||
"03.02.2024","90.6626","","",""
|
|
||||||
"06.02.2024","91.2434","","",""
|
|
||||||
"07.02.2024","90.6842","","",""
|
|
||||||
"08.02.2024","91.1514","","",""
|
|
||||||
"09.02.2024","91.2561","","",""
|
|
||||||
"10.02.2024","90.8901","","",""
|
|
||||||
"13.02.2024","91.0758","","",""
|
|
||||||
"14.02.2024","91.2057","","",""
|
|
||||||
"15.02.2024","91.4316","","",""
|
|
||||||
"16.02.2024","91.8237","","",""
|
|
||||||
"17.02.2024","92.5492","","",""
|
|
||||||
"20.02.2024","92.4102","","",""
|
|
||||||
"21.02.2024","92.3490","","",""
|
|
||||||
"22.02.2024","92.4387","","",""
|
|
||||||
"23.02.2024","92.7519","","",""
|
|
||||||
"27.02.2024","92.6321","","",""
|
|
||||||
"28.02.2024","92.0425","","",""
|
|
||||||
"29.02.2024","91.8692","","",""
|
|
||||||
"01.03.2024","90.8423","","",""
|
|
||||||
"02.03.2024","91.3336","","",""
|
|
||||||
"05.03.2024","91.3534","","",""
|
|
||||||
"06.03.2024","91.1604","","",""
|
|
||||||
"07.03.2024","90.3412","","",""
|
|
||||||
"08.03.2024","90.7493","","",""
|
|
||||||
"12.03.2024","90.6252","","",""
|
|
||||||
"13.03.2024","90.8818","","",""
|
|
||||||
"19.03.2024","91.9829","","",""
|
|
||||||
"20.03.2024","92.2243","","",""
|
|
||||||
"21.03.2024","92.6861","","",""
|
|
||||||
"22.03.2024","91.9499","","",""
|
|
||||||
"23.03.2024","92.6118","","",""
|
|
||||||
"26.03.2024","92.7761","","",""
|
|
|
21614
data/kc_house_data.csv
21614
data/kc_house_data.csv
File diff suppressed because it is too large
Load Diff
892
data/titanic.csv
892
data/titanic.csv
@ -1,892 +0,0 @@
|
|||||||
PassengerId,Survived,Pclass,Name,Sex,Age,SibSp,Parch,Ticket,Fare,Cabin,Embarked
|
|
||||||
1,0,3,"Braund, Mr. Owen Harris",male,22,1,0,A/5 21171,7.25,,S
|
|
||||||
2,1,1,"Cumings, Mrs. John Bradley (Florence Briggs Thayer)",female,38,1,0,PC 17599,71.2833,C85,C
|
|
||||||
3,1,3,"Heikkinen, Miss. Laina",female,26,0,0,STON/O2. 3101282,7.925,,S
|
|
||||||
4,1,1,"Futrelle, Mrs. Jacques Heath (Lily May Peel)",female,35,1,0,113803,53.1,C123,S
|
|
||||||
5,0,3,"Allen, Mr. William Henry",male,35,0,0,373450,8.05,,S
|
|
||||||
6,0,3,"Moran, Mr. James",male,,0,0,330877,8.4583,,Q
|
|
||||||
7,0,1,"McCarthy, Mr. Timothy J",male,54,0,0,17463,51.8625,E46,S
|
|
||||||
8,0,3,"Palsson, Master. Gosta Leonard",male,2,3,1,349909,21.075,,S
|
|
||||||
9,1,3,"Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)",female,27,0,2,347742,11.1333,,S
|
|
||||||
10,1,2,"Nasser, Mrs. Nicholas (Adele Achem)",female,14,1,0,237736,30.0708,,C
|
|
||||||
11,1,3,"Sandstrom, Miss. Marguerite Rut",female,4,1,1,PP 9549,16.7,G6,S
|
|
||||||
12,1,1,"Bonnell, Miss. Elizabeth",female,58,0,0,113783,26.55,C103,S
|
|
||||||
13,0,3,"Saundercock, Mr. William Henry",male,20,0,0,A/5. 2151,8.05,,S
|
|
||||||
14,0,3,"Andersson, Mr. Anders Johan",male,39,1,5,347082,31.275,,S
|
|
||||||
15,0,3,"Vestrom, Miss. Hulda Amanda Adolfina",female,14,0,0,350406,7.8542,,S
|
|
||||||
16,1,2,"Hewlett, Mrs. (Mary D Kingcome) ",female,55,0,0,248706,16,,S
|
|
||||||
17,0,3,"Rice, Master. Eugene",male,2,4,1,382652,29.125,,Q
|
|
||||||
18,1,2,"Williams, Mr. Charles Eugene",male,,0,0,244373,13,,S
|
|
||||||
19,0,3,"Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)",female,31,1,0,345763,18,,S
|
|
||||||
20,1,3,"Masselmani, Mrs. Fatima",female,,0,0,2649,7.225,,C
|
|
||||||
21,0,2,"Fynney, Mr. Joseph J",male,35,0,0,239865,26,,S
|
|
||||||
22,1,2,"Beesley, Mr. Lawrence",male,34,0,0,248698,13,D56,S
|
|
||||||
23,1,3,"McGowan, Miss. Anna ""Annie""",female,15,0,0,330923,8.0292,,Q
|
|
||||||
24,1,1,"Sloper, Mr. William Thompson",male,28,0,0,113788,35.5,A6,S
|
|
||||||
25,0,3,"Palsson, Miss. Torborg Danira",female,8,3,1,349909,21.075,,S
|
|
||||||
26,1,3,"Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)",female,38,1,5,347077,31.3875,,S
|
|
||||||
27,0,3,"Emir, Mr. Farred Chehab",male,,0,0,2631,7.225,,C
|
|
||||||
28,0,1,"Fortune, Mr. Charles Alexander",male,19,3,2,19950,263,C23 C25 C27,S
|
|
||||||
29,1,3,"O'Dwyer, Miss. Ellen ""Nellie""",female,,0,0,330959,7.8792,,Q
|
|
||||||
30,0,3,"Todoroff, Mr. Lalio",male,,0,0,349216,7.8958,,S
|
|
||||||
31,0,1,"Uruchurtu, Don. Manuel E",male,40,0,0,PC 17601,27.7208,,C
|
|
||||||
32,1,1,"Spencer, Mrs. William Augustus (Marie Eugenie)",female,,1,0,PC 17569,146.5208,B78,C
|
|
||||||
33,1,3,"Glynn, Miss. Mary Agatha",female,,0,0,335677,7.75,,Q
|
|
||||||
34,0,2,"Wheadon, Mr. Edward H",male,66,0,0,C.A. 24579,10.5,,S
|
|
||||||
35,0,1,"Meyer, Mr. Edgar Joseph",male,28,1,0,PC 17604,82.1708,,C
|
|
||||||
36,0,1,"Holverson, Mr. Alexander Oskar",male,42,1,0,113789,52,,S
|
|
||||||
37,1,3,"Mamee, Mr. Hanna",male,,0,0,2677,7.2292,,C
|
|
||||||
38,0,3,"Cann, Mr. Ernest Charles",male,21,0,0,A./5. 2152,8.05,,S
|
|
||||||
39,0,3,"Vander Planke, Miss. Augusta Maria",female,18,2,0,345764,18,,S
|
|
||||||
40,1,3,"Nicola-Yarred, Miss. Jamila",female,14,1,0,2651,11.2417,,C
|
|
||||||
41,0,3,"Ahlin, Mrs. Johan (Johanna Persdotter Larsson)",female,40,1,0,7546,9.475,,S
|
|
||||||
42,0,2,"Turpin, Mrs. William John Robert (Dorothy Ann Wonnacott)",female,27,1,0,11668,21,,S
|
|
||||||
43,0,3,"Kraeff, Mr. Theodor",male,,0,0,349253,7.8958,,C
|
|
||||||
44,1,2,"Laroche, Miss. Simonne Marie Anne Andree",female,3,1,2,SC/Paris 2123,41.5792,,C
|
|
||||||
45,1,3,"Devaney, Miss. Margaret Delia",female,19,0,0,330958,7.8792,,Q
|
|
||||||
46,0,3,"Rogers, Mr. William John",male,,0,0,S.C./A.4. 23567,8.05,,S
|
|
||||||
47,0,3,"Lennon, Mr. Denis",male,,1,0,370371,15.5,,Q
|
|
||||||
48,1,3,"O'Driscoll, Miss. Bridget",female,,0,0,14311,7.75,,Q
|
|
||||||
49,0,3,"Samaan, Mr. Youssef",male,,2,0,2662,21.6792,,C
|
|
||||||
50,0,3,"Arnold-Franchi, Mrs. Josef (Josefine Franchi)",female,18,1,0,349237,17.8,,S
|
|
||||||
51,0,3,"Panula, Master. Juha Niilo",male,7,4,1,3101295,39.6875,,S
|
|
||||||
52,0,3,"Nosworthy, Mr. Richard Cater",male,21,0,0,A/4. 39886,7.8,,S
|
|
||||||
53,1,1,"Harper, Mrs. Henry Sleeper (Myna Haxtun)",female,49,1,0,PC 17572,76.7292,D33,C
|
|
||||||
54,1,2,"Faunthorpe, Mrs. Lizzie (Elizabeth Anne Wilkinson)",female,29,1,0,2926,26,,S
|
|
||||||
55,0,1,"Ostby, Mr. Engelhart Cornelius",male,65,0,1,113509,61.9792,B30,C
|
|
||||||
56,1,1,"Woolner, Mr. Hugh",male,,0,0,19947,35.5,C52,S
|
|
||||||
57,1,2,"Rugg, Miss. Emily",female,21,0,0,C.A. 31026,10.5,,S
|
|
||||||
58,0,3,"Novel, Mr. Mansouer",male,28.5,0,0,2697,7.2292,,C
|
|
||||||
59,1,2,"West, Miss. Constance Mirium",female,5,1,2,C.A. 34651,27.75,,S
|
|
||||||
60,0,3,"Goodwin, Master. William Frederick",male,11,5,2,CA 2144,46.9,,S
|
|
||||||
61,0,3,"Sirayanian, Mr. Orsen",male,22,0,0,2669,7.2292,,C
|
|
||||||
62,1,1,"Icard, Miss. Amelie",female,38,0,0,113572,80,B28,
|
|
||||||
63,0,1,"Harris, Mr. Henry Birkhardt",male,45,1,0,36973,83.475,C83,S
|
|
||||||
64,0,3,"Skoog, Master. Harald",male,4,3,2,347088,27.9,,S
|
|
||||||
65,0,1,"Stewart, Mr. Albert A",male,,0,0,PC 17605,27.7208,,C
|
|
||||||
66,1,3,"Moubarek, Master. Gerios",male,,1,1,2661,15.2458,,C
|
|
||||||
67,1,2,"Nye, Mrs. (Elizabeth Ramell)",female,29,0,0,C.A. 29395,10.5,F33,S
|
|
||||||
68,0,3,"Crease, Mr. Ernest James",male,19,0,0,S.P. 3464,8.1583,,S
|
|
||||||
69,1,3,"Andersson, Miss. Erna Alexandra",female,17,4,2,3101281,7.925,,S
|
|
||||||
70,0,3,"Kink, Mr. Vincenz",male,26,2,0,315151,8.6625,,S
|
|
||||||
71,0,2,"Jenkin, Mr. Stephen Curnow",male,32,0,0,C.A. 33111,10.5,,S
|
|
||||||
72,0,3,"Goodwin, Miss. Lillian Amy",female,16,5,2,CA 2144,46.9,,S
|
|
||||||
73,0,2,"Hood, Mr. Ambrose Jr",male,21,0,0,S.O.C. 14879,73.5,,S
|
|
||||||
74,0,3,"Chronopoulos, Mr. Apostolos",male,26,1,0,2680,14.4542,,C
|
|
||||||
75,1,3,"Bing, Mr. Lee",male,32,0,0,1601,56.4958,,S
|
|
||||||
76,0,3,"Moen, Mr. Sigurd Hansen",male,25,0,0,348123,7.65,F G73,S
|
|
||||||
77,0,3,"Staneff, Mr. Ivan",male,,0,0,349208,7.8958,,S
|
|
||||||
78,0,3,"Moutal, Mr. Rahamin Haim",male,,0,0,374746,8.05,,S
|
|
||||||
79,1,2,"Caldwell, Master. Alden Gates",male,0.83,0,2,248738,29,,S
|
|
||||||
80,1,3,"Dowdell, Miss. Elizabeth",female,30,0,0,364516,12.475,,S
|
|
||||||
81,0,3,"Waelens, Mr. Achille",male,22,0,0,345767,9,,S
|
|
||||||
82,1,3,"Sheerlinck, Mr. Jan Baptist",male,29,0,0,345779,9.5,,S
|
|
||||||
83,1,3,"McDermott, Miss. Brigdet Delia",female,,0,0,330932,7.7875,,Q
|
|
||||||
84,0,1,"Carrau, Mr. Francisco M",male,28,0,0,113059,47.1,,S
|
|
||||||
85,1,2,"Ilett, Miss. Bertha",female,17,0,0,SO/C 14885,10.5,,S
|
|
||||||
86,1,3,"Backstrom, Mrs. Karl Alfred (Maria Mathilda Gustafsson)",female,33,3,0,3101278,15.85,,S
|
|
||||||
87,0,3,"Ford, Mr. William Neal",male,16,1,3,W./C. 6608,34.375,,S
|
|
||||||
88,0,3,"Slocovski, Mr. Selman Francis",male,,0,0,SOTON/OQ 392086,8.05,,S
|
|
||||||
89,1,1,"Fortune, Miss. Mabel Helen",female,23,3,2,19950,263,C23 C25 C27,S
|
|
||||||
90,0,3,"Celotti, Mr. Francesco",male,24,0,0,343275,8.05,,S
|
|
||||||
91,0,3,"Christmann, Mr. Emil",male,29,0,0,343276,8.05,,S
|
|
||||||
92,0,3,"Andreasson, Mr. Paul Edvin",male,20,0,0,347466,7.8542,,S
|
|
||||||
93,0,1,"Chaffee, Mr. Herbert Fuller",male,46,1,0,W.E.P. 5734,61.175,E31,S
|
|
||||||
94,0,3,"Dean, Mr. Bertram Frank",male,26,1,2,C.A. 2315,20.575,,S
|
|
||||||
95,0,3,"Coxon, Mr. Daniel",male,59,0,0,364500,7.25,,S
|
|
||||||
96,0,3,"Shorney, Mr. Charles Joseph",male,,0,0,374910,8.05,,S
|
|
||||||
97,0,1,"Goldschmidt, Mr. George B",male,71,0,0,PC 17754,34.6542,A5,C
|
|
||||||
98,1,1,"Greenfield, Mr. William Bertram",male,23,0,1,PC 17759,63.3583,D10 D12,C
|
|
||||||
99,1,2,"Doling, Mrs. John T (Ada Julia Bone)",female,34,0,1,231919,23,,S
|
|
||||||
100,0,2,"Kantor, Mr. Sinai",male,34,1,0,244367,26,,S
|
|
||||||
101,0,3,"Petranec, Miss. Matilda",female,28,0,0,349245,7.8958,,S
|
|
||||||
102,0,3,"Petroff, Mr. Pastcho (""Pentcho"")",male,,0,0,349215,7.8958,,S
|
|
||||||
103,0,1,"White, Mr. Richard Frasar",male,21,0,1,35281,77.2875,D26,S
|
|
||||||
104,0,3,"Johansson, Mr. Gustaf Joel",male,33,0,0,7540,8.6542,,S
|
|
||||||
105,0,3,"Gustafsson, Mr. Anders Vilhelm",male,37,2,0,3101276,7.925,,S
|
|
||||||
106,0,3,"Mionoff, Mr. Stoytcho",male,28,0,0,349207,7.8958,,S
|
|
||||||
107,1,3,"Salkjelsvik, Miss. Anna Kristine",female,21,0,0,343120,7.65,,S
|
|
||||||
108,1,3,"Moss, Mr. Albert Johan",male,,0,0,312991,7.775,,S
|
|
||||||
109,0,3,"Rekic, Mr. Tido",male,38,0,0,349249,7.8958,,S
|
|
||||||
110,1,3,"Moran, Miss. Bertha",female,,1,0,371110,24.15,,Q
|
|
||||||
111,0,1,"Porter, Mr. Walter Chamberlain",male,47,0,0,110465,52,C110,S
|
|
||||||
112,0,3,"Zabour, Miss. Hileni",female,14.5,1,0,2665,14.4542,,C
|
|
||||||
113,0,3,"Barton, Mr. David John",male,22,0,0,324669,8.05,,S
|
|
||||||
114,0,3,"Jussila, Miss. Katriina",female,20,1,0,4136,9.825,,S
|
|
||||||
115,0,3,"Attalah, Miss. Malake",female,17,0,0,2627,14.4583,,C
|
|
||||||
116,0,3,"Pekoniemi, Mr. Edvard",male,21,0,0,STON/O 2. 3101294,7.925,,S
|
|
||||||
117,0,3,"Connors, Mr. Patrick",male,70.5,0,0,370369,7.75,,Q
|
|
||||||
118,0,2,"Turpin, Mr. William John Robert",male,29,1,0,11668,21,,S
|
|
||||||
119,0,1,"Baxter, Mr. Quigg Edmond",male,24,0,1,PC 17558,247.5208,B58 B60,C
|
|
||||||
120,0,3,"Andersson, Miss. Ellis Anna Maria",female,2,4,2,347082,31.275,,S
|
|
||||||
121,0,2,"Hickman, Mr. Stanley George",male,21,2,0,S.O.C. 14879,73.5,,S
|
|
||||||
122,0,3,"Moore, Mr. Leonard Charles",male,,0,0,A4. 54510,8.05,,S
|
|
||||||
123,0,2,"Nasser, Mr. Nicholas",male,32.5,1,0,237736,30.0708,,C
|
|
||||||
124,1,2,"Webber, Miss. Susan",female,32.5,0,0,27267,13,E101,S
|
|
||||||
125,0,1,"White, Mr. Percival Wayland",male,54,0,1,35281,77.2875,D26,S
|
|
||||||
126,1,3,"Nicola-Yarred, Master. Elias",male,12,1,0,2651,11.2417,,C
|
|
||||||
127,0,3,"McMahon, Mr. Martin",male,,0,0,370372,7.75,,Q
|
|
||||||
128,1,3,"Madsen, Mr. Fridtjof Arne",male,24,0,0,C 17369,7.1417,,S
|
|
||||||
129,1,3,"Peter, Miss. Anna",female,,1,1,2668,22.3583,F E69,C
|
|
||||||
130,0,3,"Ekstrom, Mr. Johan",male,45,0,0,347061,6.975,,S
|
|
||||||
131,0,3,"Drazenoic, Mr. Jozef",male,33,0,0,349241,7.8958,,C
|
|
||||||
132,0,3,"Coelho, Mr. Domingos Fernandeo",male,20,0,0,SOTON/O.Q. 3101307,7.05,,S
|
|
||||||
133,0,3,"Robins, Mrs. Alexander A (Grace Charity Laury)",female,47,1,0,A/5. 3337,14.5,,S
|
|
||||||
134,1,2,"Weisz, Mrs. Leopold (Mathilde Francoise Pede)",female,29,1,0,228414,26,,S
|
|
||||||
135,0,2,"Sobey, Mr. Samuel James Hayden",male,25,0,0,C.A. 29178,13,,S
|
|
||||||
136,0,2,"Richard, Mr. Emile",male,23,0,0,SC/PARIS 2133,15.0458,,C
|
|
||||||
137,1,1,"Newsom, Miss. Helen Monypeny",female,19,0,2,11752,26.2833,D47,S
|
|
||||||
138,0,1,"Futrelle, Mr. Jacques Heath",male,37,1,0,113803,53.1,C123,S
|
|
||||||
139,0,3,"Osen, Mr. Olaf Elon",male,16,0,0,7534,9.2167,,S
|
|
||||||
140,0,1,"Giglio, Mr. Victor",male,24,0,0,PC 17593,79.2,B86,C
|
|
||||||
141,0,3,"Boulos, Mrs. Joseph (Sultana)",female,,0,2,2678,15.2458,,C
|
|
||||||
142,1,3,"Nysten, Miss. Anna Sofia",female,22,0,0,347081,7.75,,S
|
|
||||||
143,1,3,"Hakkarainen, Mrs. Pekka Pietari (Elin Matilda Dolck)",female,24,1,0,STON/O2. 3101279,15.85,,S
|
|
||||||
144,0,3,"Burke, Mr. Jeremiah",male,19,0,0,365222,6.75,,Q
|
|
||||||
145,0,2,"Andrew, Mr. Edgardo Samuel",male,18,0,0,231945,11.5,,S
|
|
||||||
146,0,2,"Nicholls, Mr. Joseph Charles",male,19,1,1,C.A. 33112,36.75,,S
|
|
||||||
147,1,3,"Andersson, Mr. August Edvard (""Wennerstrom"")",male,27,0,0,350043,7.7958,,S
|
|
||||||
148,0,3,"Ford, Miss. Robina Maggie ""Ruby""",female,9,2,2,W./C. 6608,34.375,,S
|
|
||||||
149,0,2,"Navratil, Mr. Michel (""Louis M Hoffman"")",male,36.5,0,2,230080,26,F2,S
|
|
||||||
150,0,2,"Byles, Rev. Thomas Roussel Davids",male,42,0,0,244310,13,,S
|
|
||||||
151,0,2,"Bateman, Rev. Robert James",male,51,0,0,S.O.P. 1166,12.525,,S
|
|
||||||
152,1,1,"Pears, Mrs. Thomas (Edith Wearne)",female,22,1,0,113776,66.6,C2,S
|
|
||||||
153,0,3,"Meo, Mr. Alfonzo",male,55.5,0,0,A.5. 11206,8.05,,S
|
|
||||||
154,0,3,"van Billiard, Mr. Austin Blyler",male,40.5,0,2,A/5. 851,14.5,,S
|
|
||||||
155,0,3,"Olsen, Mr. Ole Martin",male,,0,0,Fa 265302,7.3125,,S
|
|
||||||
156,0,1,"Williams, Mr. Charles Duane",male,51,0,1,PC 17597,61.3792,,C
|
|
||||||
157,1,3,"Gilnagh, Miss. Katherine ""Katie""",female,16,0,0,35851,7.7333,,Q
|
|
||||||
158,0,3,"Corn, Mr. Harry",male,30,0,0,SOTON/OQ 392090,8.05,,S
|
|
||||||
159,0,3,"Smiljanic, Mr. Mile",male,,0,0,315037,8.6625,,S
|
|
||||||
160,0,3,"Sage, Master. Thomas Henry",male,,8,2,CA. 2343,69.55,,S
|
|
||||||
161,0,3,"Cribb, Mr. John Hatfield",male,44,0,1,371362,16.1,,S
|
|
||||||
162,1,2,"Watt, Mrs. James (Elizabeth ""Bessie"" Inglis Milne)",female,40,0,0,C.A. 33595,15.75,,S
|
|
||||||
163,0,3,"Bengtsson, Mr. John Viktor",male,26,0,0,347068,7.775,,S
|
|
||||||
164,0,3,"Calic, Mr. Jovo",male,17,0,0,315093,8.6625,,S
|
|
||||||
165,0,3,"Panula, Master. Eino Viljami",male,1,4,1,3101295,39.6875,,S
|
|
||||||
166,1,3,"Goldsmith, Master. Frank John William ""Frankie""",male,9,0,2,363291,20.525,,S
|
|
||||||
167,1,1,"Chibnall, Mrs. (Edith Martha Bowerman)",female,,0,1,113505,55,E33,S
|
|
||||||
168,0,3,"Skoog, Mrs. William (Anna Bernhardina Karlsson)",female,45,1,4,347088,27.9,,S
|
|
||||||
169,0,1,"Baumann, Mr. John D",male,,0,0,PC 17318,25.925,,S
|
|
||||||
170,0,3,"Ling, Mr. Lee",male,28,0,0,1601,56.4958,,S
|
|
||||||
171,0,1,"Van der hoef, Mr. Wyckoff",male,61,0,0,111240,33.5,B19,S
|
|
||||||
172,0,3,"Rice, Master. Arthur",male,4,4,1,382652,29.125,,Q
|
|
||||||
173,1,3,"Johnson, Miss. Eleanor Ileen",female,1,1,1,347742,11.1333,,S
|
|
||||||
174,0,3,"Sivola, Mr. Antti Wilhelm",male,21,0,0,STON/O 2. 3101280,7.925,,S
|
|
||||||
175,0,1,"Smith, Mr. James Clinch",male,56,0,0,17764,30.6958,A7,C
|
|
||||||
176,0,3,"Klasen, Mr. Klas Albin",male,18,1,1,350404,7.8542,,S
|
|
||||||
177,0,3,"Lefebre, Master. Henry Forbes",male,,3,1,4133,25.4667,,S
|
|
||||||
178,0,1,"Isham, Miss. Ann Elizabeth",female,50,0,0,PC 17595,28.7125,C49,C
|
|
||||||
179,0,2,"Hale, Mr. Reginald",male,30,0,0,250653,13,,S
|
|
||||||
180,0,3,"Leonard, Mr. Lionel",male,36,0,0,LINE,0,,S
|
|
||||||
181,0,3,"Sage, Miss. Constance Gladys",female,,8,2,CA. 2343,69.55,,S
|
|
||||||
182,0,2,"Pernot, Mr. Rene",male,,0,0,SC/PARIS 2131,15.05,,C
|
|
||||||
183,0,3,"Asplund, Master. Clarence Gustaf Hugo",male,9,4,2,347077,31.3875,,S
|
|
||||||
184,1,2,"Becker, Master. Richard F",male,1,2,1,230136,39,F4,S
|
|
||||||
185,1,3,"Kink-Heilmann, Miss. Luise Gretchen",female,4,0,2,315153,22.025,,S
|
|
||||||
186,0,1,"Rood, Mr. Hugh Roscoe",male,,0,0,113767,50,A32,S
|
|
||||||
187,1,3,"O'Brien, Mrs. Thomas (Johanna ""Hannah"" Godfrey)",female,,1,0,370365,15.5,,Q
|
|
||||||
188,1,1,"Romaine, Mr. Charles Hallace (""Mr C Rolmane"")",male,45,0,0,111428,26.55,,S
|
|
||||||
189,0,3,"Bourke, Mr. John",male,40,1,1,364849,15.5,,Q
|
|
||||||
190,0,3,"Turcin, Mr. Stjepan",male,36,0,0,349247,7.8958,,S
|
|
||||||
191,1,2,"Pinsky, Mrs. (Rosa)",female,32,0,0,234604,13,,S
|
|
||||||
192,0,2,"Carbines, Mr. William",male,19,0,0,28424,13,,S
|
|
||||||
193,1,3,"Andersen-Jensen, Miss. Carla Christine Nielsine",female,19,1,0,350046,7.8542,,S
|
|
||||||
194,1,2,"Navratil, Master. Michel M",male,3,1,1,230080,26,F2,S
|
|
||||||
195,1,1,"Brown, Mrs. James Joseph (Margaret Tobin)",female,44,0,0,PC 17610,27.7208,B4,C
|
|
||||||
196,1,1,"Lurette, Miss. Elise",female,58,0,0,PC 17569,146.5208,B80,C
|
|
||||||
197,0,3,"Mernagh, Mr. Robert",male,,0,0,368703,7.75,,Q
|
|
||||||
198,0,3,"Olsen, Mr. Karl Siegwart Andreas",male,42,0,1,4579,8.4042,,S
|
|
||||||
199,1,3,"Madigan, Miss. Margaret ""Maggie""",female,,0,0,370370,7.75,,Q
|
|
||||||
200,0,2,"Yrois, Miss. Henriette (""Mrs Harbeck"")",female,24,0,0,248747,13,,S
|
|
||||||
201,0,3,"Vande Walle, Mr. Nestor Cyriel",male,28,0,0,345770,9.5,,S
|
|
||||||
202,0,3,"Sage, Mr. Frederick",male,,8,2,CA. 2343,69.55,,S
|
|
||||||
203,0,3,"Johanson, Mr. Jakob Alfred",male,34,0,0,3101264,6.4958,,S
|
|
||||||
204,0,3,"Youseff, Mr. Gerious",male,45.5,0,0,2628,7.225,,C
|
|
||||||
205,1,3,"Cohen, Mr. Gurshon ""Gus""",male,18,0,0,A/5 3540,8.05,,S
|
|
||||||
206,0,3,"Strom, Miss. Telma Matilda",female,2,0,1,347054,10.4625,G6,S
|
|
||||||
207,0,3,"Backstrom, Mr. Karl Alfred",male,32,1,0,3101278,15.85,,S
|
|
||||||
208,1,3,"Albimona, Mr. Nassef Cassem",male,26,0,0,2699,18.7875,,C
|
|
||||||
209,1,3,"Carr, Miss. Helen ""Ellen""",female,16,0,0,367231,7.75,,Q
|
|
||||||
210,1,1,"Blank, Mr. Henry",male,40,0,0,112277,31,A31,C
|
|
||||||
211,0,3,"Ali, Mr. Ahmed",male,24,0,0,SOTON/O.Q. 3101311,7.05,,S
|
|
||||||
212,1,2,"Cameron, Miss. Clear Annie",female,35,0,0,F.C.C. 13528,21,,S
|
|
||||||
213,0,3,"Perkin, Mr. John Henry",male,22,0,0,A/5 21174,7.25,,S
|
|
||||||
214,0,2,"Givard, Mr. Hans Kristensen",male,30,0,0,250646,13,,S
|
|
||||||
215,0,3,"Kiernan, Mr. Philip",male,,1,0,367229,7.75,,Q
|
|
||||||
216,1,1,"Newell, Miss. Madeleine",female,31,1,0,35273,113.275,D36,C
|
|
||||||
217,1,3,"Honkanen, Miss. Eliina",female,27,0,0,STON/O2. 3101283,7.925,,S
|
|
||||||
218,0,2,"Jacobsohn, Mr. Sidney Samuel",male,42,1,0,243847,27,,S
|
|
||||||
219,1,1,"Bazzani, Miss. Albina",female,32,0,0,11813,76.2917,D15,C
|
|
||||||
220,0,2,"Harris, Mr. Walter",male,30,0,0,W/C 14208,10.5,,S
|
|
||||||
221,1,3,"Sunderland, Mr. Victor Francis",male,16,0,0,SOTON/OQ 392089,8.05,,S
|
|
||||||
222,0,2,"Bracken, Mr. James H",male,27,0,0,220367,13,,S
|
|
||||||
223,0,3,"Green, Mr. George Henry",male,51,0,0,21440,8.05,,S
|
|
||||||
224,0,3,"Nenkoff, Mr. Christo",male,,0,0,349234,7.8958,,S
|
|
||||||
225,1,1,"Hoyt, Mr. Frederick Maxfield",male,38,1,0,19943,90,C93,S
|
|
||||||
226,0,3,"Berglund, Mr. Karl Ivar Sven",male,22,0,0,PP 4348,9.35,,S
|
|
||||||
227,1,2,"Mellors, Mr. William John",male,19,0,0,SW/PP 751,10.5,,S
|
|
||||||
228,0,3,"Lovell, Mr. John Hall (""Henry"")",male,20.5,0,0,A/5 21173,7.25,,S
|
|
||||||
229,0,2,"Fahlstrom, Mr. Arne Jonas",male,18,0,0,236171,13,,S
|
|
||||||
230,0,3,"Lefebre, Miss. Mathilde",female,,3,1,4133,25.4667,,S
|
|
||||||
231,1,1,"Harris, Mrs. Henry Birkhardt (Irene Wallach)",female,35,1,0,36973,83.475,C83,S
|
|
||||||
232,0,3,"Larsson, Mr. Bengt Edvin",male,29,0,0,347067,7.775,,S
|
|
||||||
233,0,2,"Sjostedt, Mr. Ernst Adolf",male,59,0,0,237442,13.5,,S
|
|
||||||
234,1,3,"Asplund, Miss. Lillian Gertrud",female,5,4,2,347077,31.3875,,S
|
|
||||||
235,0,2,"Leyson, Mr. Robert William Norman",male,24,0,0,C.A. 29566,10.5,,S
|
|
||||||
236,0,3,"Harknett, Miss. Alice Phoebe",female,,0,0,W./C. 6609,7.55,,S
|
|
||||||
237,0,2,"Hold, Mr. Stephen",male,44,1,0,26707,26,,S
|
|
||||||
238,1,2,"Collyer, Miss. Marjorie ""Lottie""",female,8,0,2,C.A. 31921,26.25,,S
|
|
||||||
239,0,2,"Pengelly, Mr. Frederick William",male,19,0,0,28665,10.5,,S
|
|
||||||
240,0,2,"Hunt, Mr. George Henry",male,33,0,0,SCO/W 1585,12.275,,S
|
|
||||||
241,0,3,"Zabour, Miss. Thamine",female,,1,0,2665,14.4542,,C
|
|
||||||
242,1,3,"Murphy, Miss. Katherine ""Kate""",female,,1,0,367230,15.5,,Q
|
|
||||||
243,0,2,"Coleridge, Mr. Reginald Charles",male,29,0,0,W./C. 14263,10.5,,S
|
|
||||||
244,0,3,"Maenpaa, Mr. Matti Alexanteri",male,22,0,0,STON/O 2. 3101275,7.125,,S
|
|
||||||
245,0,3,"Attalah, Mr. Sleiman",male,30,0,0,2694,7.225,,C
|
|
||||||
246,0,1,"Minahan, Dr. William Edward",male,44,2,0,19928,90,C78,Q
|
|
||||||
247,0,3,"Lindahl, Miss. Agda Thorilda Viktoria",female,25,0,0,347071,7.775,,S
|
|
||||||
248,1,2,"Hamalainen, Mrs. William (Anna)",female,24,0,2,250649,14.5,,S
|
|
||||||
249,1,1,"Beckwith, Mr. Richard Leonard",male,37,1,1,11751,52.5542,D35,S
|
|
||||||
250,0,2,"Carter, Rev. Ernest Courtenay",male,54,1,0,244252,26,,S
|
|
||||||
251,0,3,"Reed, Mr. James George",male,,0,0,362316,7.25,,S
|
|
||||||
252,0,3,"Strom, Mrs. Wilhelm (Elna Matilda Persson)",female,29,1,1,347054,10.4625,G6,S
|
|
||||||
253,0,1,"Stead, Mr. William Thomas",male,62,0,0,113514,26.55,C87,S
|
|
||||||
254,0,3,"Lobb, Mr. William Arthur",male,30,1,0,A/5. 3336,16.1,,S
|
|
||||||
255,0,3,"Rosblom, Mrs. Viktor (Helena Wilhelmina)",female,41,0,2,370129,20.2125,,S
|
|
||||||
256,1,3,"Touma, Mrs. Darwis (Hanne Youssef Razi)",female,29,0,2,2650,15.2458,,C
|
|
||||||
257,1,1,"Thorne, Mrs. Gertrude Maybelle",female,,0,0,PC 17585,79.2,,C
|
|
||||||
258,1,1,"Cherry, Miss. Gladys",female,30,0,0,110152,86.5,B77,S
|
|
||||||
259,1,1,"Ward, Miss. Anna",female,35,0,0,PC 17755,512.3292,,C
|
|
||||||
260,1,2,"Parrish, Mrs. (Lutie Davis)",female,50,0,1,230433,26,,S
|
|
||||||
261,0,3,"Smith, Mr. Thomas",male,,0,0,384461,7.75,,Q
|
|
||||||
262,1,3,"Asplund, Master. Edvin Rojj Felix",male,3,4,2,347077,31.3875,,S
|
|
||||||
263,0,1,"Taussig, Mr. Emil",male,52,1,1,110413,79.65,E67,S
|
|
||||||
264,0,1,"Harrison, Mr. William",male,40,0,0,112059,0,B94,S
|
|
||||||
265,0,3,"Henry, Miss. Delia",female,,0,0,382649,7.75,,Q
|
|
||||||
266,0,2,"Reeves, Mr. David",male,36,0,0,C.A. 17248,10.5,,S
|
|
||||||
267,0,3,"Panula, Mr. Ernesti Arvid",male,16,4,1,3101295,39.6875,,S
|
|
||||||
268,1,3,"Persson, Mr. Ernst Ulrik",male,25,1,0,347083,7.775,,S
|
|
||||||
269,1,1,"Graham, Mrs. William Thompson (Edith Junkins)",female,58,0,1,PC 17582,153.4625,C125,S
|
|
||||||
270,1,1,"Bissette, Miss. Amelia",female,35,0,0,PC 17760,135.6333,C99,S
|
|
||||||
271,0,1,"Cairns, Mr. Alexander",male,,0,0,113798,31,,S
|
|
||||||
272,1,3,"Tornquist, Mr. William Henry",male,25,0,0,LINE,0,,S
|
|
||||||
273,1,2,"Mellinger, Mrs. (Elizabeth Anne Maidment)",female,41,0,1,250644,19.5,,S
|
|
||||||
274,0,1,"Natsch, Mr. Charles H",male,37,0,1,PC 17596,29.7,C118,C
|
|
||||||
275,1,3,"Healy, Miss. Hanora ""Nora""",female,,0,0,370375,7.75,,Q
|
|
||||||
276,1,1,"Andrews, Miss. Kornelia Theodosia",female,63,1,0,13502,77.9583,D7,S
|
|
||||||
277,0,3,"Lindblom, Miss. Augusta Charlotta",female,45,0,0,347073,7.75,,S
|
|
||||||
278,0,2,"Parkes, Mr. Francis ""Frank""",male,,0,0,239853,0,,S
|
|
||||||
279,0,3,"Rice, Master. Eric",male,7,4,1,382652,29.125,,Q
|
|
||||||
280,1,3,"Abbott, Mrs. Stanton (Rosa Hunt)",female,35,1,1,C.A. 2673,20.25,,S
|
|
||||||
281,0,3,"Duane, Mr. Frank",male,65,0,0,336439,7.75,,Q
|
|
||||||
282,0,3,"Olsson, Mr. Nils Johan Goransson",male,28,0,0,347464,7.8542,,S
|
|
||||||
283,0,3,"de Pelsmaeker, Mr. Alfons",male,16,0,0,345778,9.5,,S
|
|
||||||
284,1,3,"Dorking, Mr. Edward Arthur",male,19,0,0,A/5. 10482,8.05,,S
|
|
||||||
285,0,1,"Smith, Mr. Richard William",male,,0,0,113056,26,A19,S
|
|
||||||
286,0,3,"Stankovic, Mr. Ivan",male,33,0,0,349239,8.6625,,C
|
|
||||||
287,1,3,"de Mulder, Mr. Theodore",male,30,0,0,345774,9.5,,S
|
|
||||||
288,0,3,"Naidenoff, Mr. Penko",male,22,0,0,349206,7.8958,,S
|
|
||||||
289,1,2,"Hosono, Mr. Masabumi",male,42,0,0,237798,13,,S
|
|
||||||
290,1,3,"Connolly, Miss. Kate",female,22,0,0,370373,7.75,,Q
|
|
||||||
291,1,1,"Barber, Miss. Ellen ""Nellie""",female,26,0,0,19877,78.85,,S
|
|
||||||
292,1,1,"Bishop, Mrs. Dickinson H (Helen Walton)",female,19,1,0,11967,91.0792,B49,C
|
|
||||||
293,0,2,"Levy, Mr. Rene Jacques",male,36,0,0,SC/Paris 2163,12.875,D,C
|
|
||||||
294,0,3,"Haas, Miss. Aloisia",female,24,0,0,349236,8.85,,S
|
|
||||||
295,0,3,"Mineff, Mr. Ivan",male,24,0,0,349233,7.8958,,S
|
|
||||||
296,0,1,"Lewy, Mr. Ervin G",male,,0,0,PC 17612,27.7208,,C
|
|
||||||
297,0,3,"Hanna, Mr. Mansour",male,23.5,0,0,2693,7.2292,,C
|
|
||||||
298,0,1,"Allison, Miss. Helen Loraine",female,2,1,2,113781,151.55,C22 C26,S
|
|
||||||
299,1,1,"Saalfeld, Mr. Adolphe",male,,0,0,19988,30.5,C106,S
|
|
||||||
300,1,1,"Baxter, Mrs. James (Helene DeLaudeniere Chaput)",female,50,0,1,PC 17558,247.5208,B58 B60,C
|
|
||||||
301,1,3,"Kelly, Miss. Anna Katherine ""Annie Kate""",female,,0,0,9234,7.75,,Q
|
|
||||||
302,1,3,"McCoy, Mr. Bernard",male,,2,0,367226,23.25,,Q
|
|
||||||
303,0,3,"Johnson, Mr. William Cahoone Jr",male,19,0,0,LINE,0,,S
|
|
||||||
304,1,2,"Keane, Miss. Nora A",female,,0,0,226593,12.35,E101,Q
|
|
||||||
305,0,3,"Williams, Mr. Howard Hugh ""Harry""",male,,0,0,A/5 2466,8.05,,S
|
|
||||||
306,1,1,"Allison, Master. Hudson Trevor",male,0.92,1,2,113781,151.55,C22 C26,S
|
|
||||||
307,1,1,"Fleming, Miss. Margaret",female,,0,0,17421,110.8833,,C
|
|
||||||
308,1,1,"Penasco y Castellana, Mrs. Victor de Satode (Maria Josefa Perez de Soto y Vallejo)",female,17,1,0,PC 17758,108.9,C65,C
|
|
||||||
309,0,2,"Abelson, Mr. Samuel",male,30,1,0,P/PP 3381,24,,C
|
|
||||||
310,1,1,"Francatelli, Miss. Laura Mabel",female,30,0,0,PC 17485,56.9292,E36,C
|
|
||||||
311,1,1,"Hays, Miss. Margaret Bechstein",female,24,0,0,11767,83.1583,C54,C
|
|
||||||
312,1,1,"Ryerson, Miss. Emily Borie",female,18,2,2,PC 17608,262.375,B57 B59 B63 B66,C
|
|
||||||
313,0,2,"Lahtinen, Mrs. William (Anna Sylfven)",female,26,1,1,250651,26,,S
|
|
||||||
314,0,3,"Hendekovic, Mr. Ignjac",male,28,0,0,349243,7.8958,,S
|
|
||||||
315,0,2,"Hart, Mr. Benjamin",male,43,1,1,F.C.C. 13529,26.25,,S
|
|
||||||
316,1,3,"Nilsson, Miss. Helmina Josefina",female,26,0,0,347470,7.8542,,S
|
|
||||||
317,1,2,"Kantor, Mrs. Sinai (Miriam Sternin)",female,24,1,0,244367,26,,S
|
|
||||||
318,0,2,"Moraweck, Dr. Ernest",male,54,0,0,29011,14,,S
|
|
||||||
319,1,1,"Wick, Miss. Mary Natalie",female,31,0,2,36928,164.8667,C7,S
|
|
||||||
320,1,1,"Spedden, Mrs. Frederic Oakley (Margaretta Corning Stone)",female,40,1,1,16966,134.5,E34,C
|
|
||||||
321,0,3,"Dennis, Mr. Samuel",male,22,0,0,A/5 21172,7.25,,S
|
|
||||||
322,0,3,"Danoff, Mr. Yoto",male,27,0,0,349219,7.8958,,S
|
|
||||||
323,1,2,"Slayter, Miss. Hilda Mary",female,30,0,0,234818,12.35,,Q
|
|
||||||
324,1,2,"Caldwell, Mrs. Albert Francis (Sylvia Mae Harbaugh)",female,22,1,1,248738,29,,S
|
|
||||||
325,0,3,"Sage, Mr. George John Jr",male,,8,2,CA. 2343,69.55,,S
|
|
||||||
326,1,1,"Young, Miss. Marie Grice",female,36,0,0,PC 17760,135.6333,C32,C
|
|
||||||
327,0,3,"Nysveen, Mr. Johan Hansen",male,61,0,0,345364,6.2375,,S
|
|
||||||
328,1,2,"Ball, Mrs. (Ada E Hall)",female,36,0,0,28551,13,D,S
|
|
||||||
329,1,3,"Goldsmith, Mrs. Frank John (Emily Alice Brown)",female,31,1,1,363291,20.525,,S
|
|
||||||
330,1,1,"Hippach, Miss. Jean Gertrude",female,16,0,1,111361,57.9792,B18,C
|
|
||||||
331,1,3,"McCoy, Miss. Agnes",female,,2,0,367226,23.25,,Q
|
|
||||||
332,0,1,"Partner, Mr. Austen",male,45.5,0,0,113043,28.5,C124,S
|
|
||||||
333,0,1,"Graham, Mr. George Edward",male,38,0,1,PC 17582,153.4625,C91,S
|
|
||||||
334,0,3,"Vander Planke, Mr. Leo Edmondus",male,16,2,0,345764,18,,S
|
|
||||||
335,1,1,"Frauenthal, Mrs. Henry William (Clara Heinsheimer)",female,,1,0,PC 17611,133.65,,S
|
|
||||||
336,0,3,"Denkoff, Mr. Mitto",male,,0,0,349225,7.8958,,S
|
|
||||||
337,0,1,"Pears, Mr. Thomas Clinton",male,29,1,0,113776,66.6,C2,S
|
|
||||||
338,1,1,"Burns, Miss. Elizabeth Margaret",female,41,0,0,16966,134.5,E40,C
|
|
||||||
339,1,3,"Dahl, Mr. Karl Edwart",male,45,0,0,7598,8.05,,S
|
|
||||||
340,0,1,"Blackwell, Mr. Stephen Weart",male,45,0,0,113784,35.5,T,S
|
|
||||||
341,1,2,"Navratil, Master. Edmond Roger",male,2,1,1,230080,26,F2,S
|
|
||||||
342,1,1,"Fortune, Miss. Alice Elizabeth",female,24,3,2,19950,263,C23 C25 C27,S
|
|
||||||
343,0,2,"Collander, Mr. Erik Gustaf",male,28,0,0,248740,13,,S
|
|
||||||
344,0,2,"Sedgwick, Mr. Charles Frederick Waddington",male,25,0,0,244361,13,,S
|
|
||||||
345,0,2,"Fox, Mr. Stanley Hubert",male,36,0,0,229236,13,,S
|
|
||||||
346,1,2,"Brown, Miss. Amelia ""Mildred""",female,24,0,0,248733,13,F33,S
|
|
||||||
347,1,2,"Smith, Miss. Marion Elsie",female,40,0,0,31418,13,,S
|
|
||||||
348,1,3,"Davison, Mrs. Thomas Henry (Mary E Finck)",female,,1,0,386525,16.1,,S
|
|
||||||
349,1,3,"Coutts, Master. William Loch ""William""",male,3,1,1,C.A. 37671,15.9,,S
|
|
||||||
350,0,3,"Dimic, Mr. Jovan",male,42,0,0,315088,8.6625,,S
|
|
||||||
351,0,3,"Odahl, Mr. Nils Martin",male,23,0,0,7267,9.225,,S
|
|
||||||
352,0,1,"Williams-Lambert, Mr. Fletcher Fellows",male,,0,0,113510,35,C128,S
|
|
||||||
353,0,3,"Elias, Mr. Tannous",male,15,1,1,2695,7.2292,,C
|
|
||||||
354,0,3,"Arnold-Franchi, Mr. Josef",male,25,1,0,349237,17.8,,S
|
|
||||||
355,0,3,"Yousif, Mr. Wazli",male,,0,0,2647,7.225,,C
|
|
||||||
356,0,3,"Vanden Steen, Mr. Leo Peter",male,28,0,0,345783,9.5,,S
|
|
||||||
357,1,1,"Bowerman, Miss. Elsie Edith",female,22,0,1,113505,55,E33,S
|
|
||||||
358,0,2,"Funk, Miss. Annie Clemmer",female,38,0,0,237671,13,,S
|
|
||||||
359,1,3,"McGovern, Miss. Mary",female,,0,0,330931,7.8792,,Q
|
|
||||||
360,1,3,"Mockler, Miss. Helen Mary ""Ellie""",female,,0,0,330980,7.8792,,Q
|
|
||||||
361,0,3,"Skoog, Mr. Wilhelm",male,40,1,4,347088,27.9,,S
|
|
||||||
362,0,2,"del Carlo, Mr. Sebastiano",male,29,1,0,SC/PARIS 2167,27.7208,,C
|
|
||||||
363,0,3,"Barbara, Mrs. (Catherine David)",female,45,0,1,2691,14.4542,,C
|
|
||||||
364,0,3,"Asim, Mr. Adola",male,35,0,0,SOTON/O.Q. 3101310,7.05,,S
|
|
||||||
365,0,3,"O'Brien, Mr. Thomas",male,,1,0,370365,15.5,,Q
|
|
||||||
366,0,3,"Adahl, Mr. Mauritz Nils Martin",male,30,0,0,C 7076,7.25,,S
|
|
||||||
367,1,1,"Warren, Mrs. Frank Manley (Anna Sophia Atkinson)",female,60,1,0,110813,75.25,D37,C
|
|
||||||
368,1,3,"Moussa, Mrs. (Mantoura Boulos)",female,,0,0,2626,7.2292,,C
|
|
||||||
369,1,3,"Jermyn, Miss. Annie",female,,0,0,14313,7.75,,Q
|
|
||||||
370,1,1,"Aubart, Mme. Leontine Pauline",female,24,0,0,PC 17477,69.3,B35,C
|
|
||||||
371,1,1,"Harder, Mr. George Achilles",male,25,1,0,11765,55.4417,E50,C
|
|
||||||
372,0,3,"Wiklund, Mr. Jakob Alfred",male,18,1,0,3101267,6.4958,,S
|
|
||||||
373,0,3,"Beavan, Mr. William Thomas",male,19,0,0,323951,8.05,,S
|
|
||||||
374,0,1,"Ringhini, Mr. Sante",male,22,0,0,PC 17760,135.6333,,C
|
|
||||||
375,0,3,"Palsson, Miss. Stina Viola",female,3,3,1,349909,21.075,,S
|
|
||||||
376,1,1,"Meyer, Mrs. Edgar Joseph (Leila Saks)",female,,1,0,PC 17604,82.1708,,C
|
|
||||||
377,1,3,"Landergren, Miss. Aurora Adelia",female,22,0,0,C 7077,7.25,,S
|
|
||||||
378,0,1,"Widener, Mr. Harry Elkins",male,27,0,2,113503,211.5,C82,C
|
|
||||||
379,0,3,"Betros, Mr. Tannous",male,20,0,0,2648,4.0125,,C
|
|
||||||
380,0,3,"Gustafsson, Mr. Karl Gideon",male,19,0,0,347069,7.775,,S
|
|
||||||
381,1,1,"Bidois, Miss. Rosalie",female,42,0,0,PC 17757,227.525,,C
|
|
||||||
382,1,3,"Nakid, Miss. Maria (""Mary"")",female,1,0,2,2653,15.7417,,C
|
|
||||||
383,0,3,"Tikkanen, Mr. Juho",male,32,0,0,STON/O 2. 3101293,7.925,,S
|
|
||||||
384,1,1,"Holverson, Mrs. Alexander Oskar (Mary Aline Towner)",female,35,1,0,113789,52,,S
|
|
||||||
385,0,3,"Plotcharsky, Mr. Vasil",male,,0,0,349227,7.8958,,S
|
|
||||||
386,0,2,"Davies, Mr. Charles Henry",male,18,0,0,S.O.C. 14879,73.5,,S
|
|
||||||
387,0,3,"Goodwin, Master. Sidney Leonard",male,1,5,2,CA 2144,46.9,,S
|
|
||||||
388,1,2,"Buss, Miss. Kate",female,36,0,0,27849,13,,S
|
|
||||||
389,0,3,"Sadlier, Mr. Matthew",male,,0,0,367655,7.7292,,Q
|
|
||||||
390,1,2,"Lehmann, Miss. Bertha",female,17,0,0,SC 1748,12,,C
|
|
||||||
391,1,1,"Carter, Mr. William Ernest",male,36,1,2,113760,120,B96 B98,S
|
|
||||||
392,1,3,"Jansson, Mr. Carl Olof",male,21,0,0,350034,7.7958,,S
|
|
||||||
393,0,3,"Gustafsson, Mr. Johan Birger",male,28,2,0,3101277,7.925,,S
|
|
||||||
394,1,1,"Newell, Miss. Marjorie",female,23,1,0,35273,113.275,D36,C
|
|
||||||
395,1,3,"Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)",female,24,0,2,PP 9549,16.7,G6,S
|
|
||||||
396,0,3,"Johansson, Mr. Erik",male,22,0,0,350052,7.7958,,S
|
|
||||||
397,0,3,"Olsson, Miss. Elina",female,31,0,0,350407,7.8542,,S
|
|
||||||
398,0,2,"McKane, Mr. Peter David",male,46,0,0,28403,26,,S
|
|
||||||
399,0,2,"Pain, Dr. Alfred",male,23,0,0,244278,10.5,,S
|
|
||||||
400,1,2,"Trout, Mrs. William H (Jessie L)",female,28,0,0,240929,12.65,,S
|
|
||||||
401,1,3,"Niskanen, Mr. Juha",male,39,0,0,STON/O 2. 3101289,7.925,,S
|
|
||||||
402,0,3,"Adams, Mr. John",male,26,0,0,341826,8.05,,S
|
|
||||||
403,0,3,"Jussila, Miss. Mari Aina",female,21,1,0,4137,9.825,,S
|
|
||||||
404,0,3,"Hakkarainen, Mr. Pekka Pietari",male,28,1,0,STON/O2. 3101279,15.85,,S
|
|
||||||
405,0,3,"Oreskovic, Miss. Marija",female,20,0,0,315096,8.6625,,S
|
|
||||||
406,0,2,"Gale, Mr. Shadrach",male,34,1,0,28664,21,,S
|
|
||||||
407,0,3,"Widegren, Mr. Carl/Charles Peter",male,51,0,0,347064,7.75,,S
|
|
||||||
408,1,2,"Richards, Master. William Rowe",male,3,1,1,29106,18.75,,S
|
|
||||||
409,0,3,"Birkeland, Mr. Hans Martin Monsen",male,21,0,0,312992,7.775,,S
|
|
||||||
410,0,3,"Lefebre, Miss. Ida",female,,3,1,4133,25.4667,,S
|
|
||||||
411,0,3,"Sdycoff, Mr. Todor",male,,0,0,349222,7.8958,,S
|
|
||||||
412,0,3,"Hart, Mr. Henry",male,,0,0,394140,6.8583,,Q
|
|
||||||
413,1,1,"Minahan, Miss. Daisy E",female,33,1,0,19928,90,C78,Q
|
|
||||||
414,0,2,"Cunningham, Mr. Alfred Fleming",male,,0,0,239853,0,,S
|
|
||||||
415,1,3,"Sundman, Mr. Johan Julian",male,44,0,0,STON/O 2. 3101269,7.925,,S
|
|
||||||
416,0,3,"Meek, Mrs. Thomas (Annie Louise Rowley)",female,,0,0,343095,8.05,,S
|
|
||||||
417,1,2,"Drew, Mrs. James Vivian (Lulu Thorne Christian)",female,34,1,1,28220,32.5,,S
|
|
||||||
418,1,2,"Silven, Miss. Lyyli Karoliina",female,18,0,2,250652,13,,S
|
|
||||||
419,0,2,"Matthews, Mr. William John",male,30,0,0,28228,13,,S
|
|
||||||
420,0,3,"Van Impe, Miss. Catharina",female,10,0,2,345773,24.15,,S
|
|
||||||
421,0,3,"Gheorgheff, Mr. Stanio",male,,0,0,349254,7.8958,,C
|
|
||||||
422,0,3,"Charters, Mr. David",male,21,0,0,A/5. 13032,7.7333,,Q
|
|
||||||
423,0,3,"Zimmerman, Mr. Leo",male,29,0,0,315082,7.875,,S
|
|
||||||
424,0,3,"Danbom, Mrs. Ernst Gilbert (Anna Sigrid Maria Brogren)",female,28,1,1,347080,14.4,,S
|
|
||||||
425,0,3,"Rosblom, Mr. Viktor Richard",male,18,1,1,370129,20.2125,,S
|
|
||||||
426,0,3,"Wiseman, Mr. Phillippe",male,,0,0,A/4. 34244,7.25,,S
|
|
||||||
427,1,2,"Clarke, Mrs. Charles V (Ada Maria Winfield)",female,28,1,0,2003,26,,S
|
|
||||||
428,1,2,"Phillips, Miss. Kate Florence (""Mrs Kate Louise Phillips Marshall"")",female,19,0,0,250655,26,,S
|
|
||||||
429,0,3,"Flynn, Mr. James",male,,0,0,364851,7.75,,Q
|
|
||||||
430,1,3,"Pickard, Mr. Berk (Berk Trembisky)",male,32,0,0,SOTON/O.Q. 392078,8.05,E10,S
|
|
||||||
431,1,1,"Bjornstrom-Steffansson, Mr. Mauritz Hakan",male,28,0,0,110564,26.55,C52,S
|
|
||||||
432,1,3,"Thorneycroft, Mrs. Percival (Florence Kate White)",female,,1,0,376564,16.1,,S
|
|
||||||
433,1,2,"Louch, Mrs. Charles Alexander (Alice Adelaide Slow)",female,42,1,0,SC/AH 3085,26,,S
|
|
||||||
434,0,3,"Kallio, Mr. Nikolai Erland",male,17,0,0,STON/O 2. 3101274,7.125,,S
|
|
||||||
435,0,1,"Silvey, Mr. William Baird",male,50,1,0,13507,55.9,E44,S
|
|
||||||
436,1,1,"Carter, Miss. Lucile Polk",female,14,1,2,113760,120,B96 B98,S
|
|
||||||
437,0,3,"Ford, Miss. Doolina Margaret ""Daisy""",female,21,2,2,W./C. 6608,34.375,,S
|
|
||||||
438,1,2,"Richards, Mrs. Sidney (Emily Hocking)",female,24,2,3,29106,18.75,,S
|
|
||||||
439,0,1,"Fortune, Mr. Mark",male,64,1,4,19950,263,C23 C25 C27,S
|
|
||||||
440,0,2,"Kvillner, Mr. Johan Henrik Johannesson",male,31,0,0,C.A. 18723,10.5,,S
|
|
||||||
441,1,2,"Hart, Mrs. Benjamin (Esther Ada Bloomfield)",female,45,1,1,F.C.C. 13529,26.25,,S
|
|
||||||
442,0,3,"Hampe, Mr. Leon",male,20,0,0,345769,9.5,,S
|
|
||||||
443,0,3,"Petterson, Mr. Johan Emil",male,25,1,0,347076,7.775,,S
|
|
||||||
444,1,2,"Reynaldo, Ms. Encarnacion",female,28,0,0,230434,13,,S
|
|
||||||
445,1,3,"Johannesen-Bratthammer, Mr. Bernt",male,,0,0,65306,8.1125,,S
|
|
||||||
446,1,1,"Dodge, Master. Washington",male,4,0,2,33638,81.8583,A34,S
|
|
||||||
447,1,2,"Mellinger, Miss. Madeleine Violet",female,13,0,1,250644,19.5,,S
|
|
||||||
448,1,1,"Seward, Mr. Frederic Kimber",male,34,0,0,113794,26.55,,S
|
|
||||||
449,1,3,"Baclini, Miss. Marie Catherine",female,5,2,1,2666,19.2583,,C
|
|
||||||
450,1,1,"Peuchen, Major. Arthur Godfrey",male,52,0,0,113786,30.5,C104,S
|
|
||||||
451,0,2,"West, Mr. Edwy Arthur",male,36,1,2,C.A. 34651,27.75,,S
|
|
||||||
452,0,3,"Hagland, Mr. Ingvald Olai Olsen",male,,1,0,65303,19.9667,,S
|
|
||||||
453,0,1,"Foreman, Mr. Benjamin Laventall",male,30,0,0,113051,27.75,C111,C
|
|
||||||
454,1,1,"Goldenberg, Mr. Samuel L",male,49,1,0,17453,89.1042,C92,C
|
|
||||||
455,0,3,"Peduzzi, Mr. Joseph",male,,0,0,A/5 2817,8.05,,S
|
|
||||||
456,1,3,"Jalsevac, Mr. Ivan",male,29,0,0,349240,7.8958,,C
|
|
||||||
457,0,1,"Millet, Mr. Francis Davis",male,65,0,0,13509,26.55,E38,S
|
|
||||||
458,1,1,"Kenyon, Mrs. Frederick R (Marion)",female,,1,0,17464,51.8625,D21,S
|
|
||||||
459,1,2,"Toomey, Miss. Ellen",female,50,0,0,F.C.C. 13531,10.5,,S
|
|
||||||
460,0,3,"O'Connor, Mr. Maurice",male,,0,0,371060,7.75,,Q
|
|
||||||
461,1,1,"Anderson, Mr. Harry",male,48,0,0,19952,26.55,E12,S
|
|
||||||
462,0,3,"Morley, Mr. William",male,34,0,0,364506,8.05,,S
|
|
||||||
463,0,1,"Gee, Mr. Arthur H",male,47,0,0,111320,38.5,E63,S
|
|
||||||
464,0,2,"Milling, Mr. Jacob Christian",male,48,0,0,234360,13,,S
|
|
||||||
465,0,3,"Maisner, Mr. Simon",male,,0,0,A/S 2816,8.05,,S
|
|
||||||
466,0,3,"Goncalves, Mr. Manuel Estanslas",male,38,0,0,SOTON/O.Q. 3101306,7.05,,S
|
|
||||||
467,0,2,"Campbell, Mr. William",male,,0,0,239853,0,,S
|
|
||||||
468,0,1,"Smart, Mr. John Montgomery",male,56,0,0,113792,26.55,,S
|
|
||||||
469,0,3,"Scanlan, Mr. James",male,,0,0,36209,7.725,,Q
|
|
||||||
470,1,3,"Baclini, Miss. Helene Barbara",female,0.75,2,1,2666,19.2583,,C
|
|
||||||
471,0,3,"Keefe, Mr. Arthur",male,,0,0,323592,7.25,,S
|
|
||||||
472,0,3,"Cacic, Mr. Luka",male,38,0,0,315089,8.6625,,S
|
|
||||||
473,1,2,"West, Mrs. Edwy Arthur (Ada Mary Worth)",female,33,1,2,C.A. 34651,27.75,,S
|
|
||||||
474,1,2,"Jerwan, Mrs. Amin S (Marie Marthe Thuillard)",female,23,0,0,SC/AH Basle 541,13.7917,D,C
|
|
||||||
475,0,3,"Strandberg, Miss. Ida Sofia",female,22,0,0,7553,9.8375,,S
|
|
||||||
476,0,1,"Clifford, Mr. George Quincy",male,,0,0,110465,52,A14,S
|
|
||||||
477,0,2,"Renouf, Mr. Peter Henry",male,34,1,0,31027,21,,S
|
|
||||||
478,0,3,"Braund, Mr. Lewis Richard",male,29,1,0,3460,7.0458,,S
|
|
||||||
479,0,3,"Karlsson, Mr. Nils August",male,22,0,0,350060,7.5208,,S
|
|
||||||
480,1,3,"Hirvonen, Miss. Hildur E",female,2,0,1,3101298,12.2875,,S
|
|
||||||
481,0,3,"Goodwin, Master. Harold Victor",male,9,5,2,CA 2144,46.9,,S
|
|
||||||
482,0,2,"Frost, Mr. Anthony Wood ""Archie""",male,,0,0,239854,0,,S
|
|
||||||
483,0,3,"Rouse, Mr. Richard Henry",male,50,0,0,A/5 3594,8.05,,S
|
|
||||||
484,1,3,"Turkula, Mrs. (Hedwig)",female,63,0,0,4134,9.5875,,S
|
|
||||||
485,1,1,"Bishop, Mr. Dickinson H",male,25,1,0,11967,91.0792,B49,C
|
|
||||||
486,0,3,"Lefebre, Miss. Jeannie",female,,3,1,4133,25.4667,,S
|
|
||||||
487,1,1,"Hoyt, Mrs. Frederick Maxfield (Jane Anne Forby)",female,35,1,0,19943,90,C93,S
|
|
||||||
488,0,1,"Kent, Mr. Edward Austin",male,58,0,0,11771,29.7,B37,C
|
|
||||||
489,0,3,"Somerton, Mr. Francis William",male,30,0,0,A.5. 18509,8.05,,S
|
|
||||||
490,1,3,"Coutts, Master. Eden Leslie ""Neville""",male,9,1,1,C.A. 37671,15.9,,S
|
|
||||||
491,0,3,"Hagland, Mr. Konrad Mathias Reiersen",male,,1,0,65304,19.9667,,S
|
|
||||||
492,0,3,"Windelov, Mr. Einar",male,21,0,0,SOTON/OQ 3101317,7.25,,S
|
|
||||||
493,0,1,"Molson, Mr. Harry Markland",male,55,0,0,113787,30.5,C30,S
|
|
||||||
494,0,1,"Artagaveytia, Mr. Ramon",male,71,0,0,PC 17609,49.5042,,C
|
|
||||||
495,0,3,"Stanley, Mr. Edward Roland",male,21,0,0,A/4 45380,8.05,,S
|
|
||||||
496,0,3,"Yousseff, Mr. Gerious",male,,0,0,2627,14.4583,,C
|
|
||||||
497,1,1,"Eustis, Miss. Elizabeth Mussey",female,54,1,0,36947,78.2667,D20,C
|
|
||||||
498,0,3,"Shellard, Mr. Frederick William",male,,0,0,C.A. 6212,15.1,,S
|
|
||||||
499,0,1,"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)",female,25,1,2,113781,151.55,C22 C26,S
|
|
||||||
500,0,3,"Svensson, Mr. Olof",male,24,0,0,350035,7.7958,,S
|
|
||||||
501,0,3,"Calic, Mr. Petar",male,17,0,0,315086,8.6625,,S
|
|
||||||
502,0,3,"Canavan, Miss. Mary",female,21,0,0,364846,7.75,,Q
|
|
||||||
503,0,3,"O'Sullivan, Miss. Bridget Mary",female,,0,0,330909,7.6292,,Q
|
|
||||||
504,0,3,"Laitinen, Miss. Kristina Sofia",female,37,0,0,4135,9.5875,,S
|
|
||||||
505,1,1,"Maioni, Miss. Roberta",female,16,0,0,110152,86.5,B79,S
|
|
||||||
506,0,1,"Penasco y Castellana, Mr. Victor de Satode",male,18,1,0,PC 17758,108.9,C65,C
|
|
||||||
507,1,2,"Quick, Mrs. Frederick Charles (Jane Richards)",female,33,0,2,26360,26,,S
|
|
||||||
508,1,1,"Bradley, Mr. George (""George Arthur Brayton"")",male,,0,0,111427,26.55,,S
|
|
||||||
509,0,3,"Olsen, Mr. Henry Margido",male,28,0,0,C 4001,22.525,,S
|
|
||||||
510,1,3,"Lang, Mr. Fang",male,26,0,0,1601,56.4958,,S
|
|
||||||
511,1,3,"Daly, Mr. Eugene Patrick",male,29,0,0,382651,7.75,,Q
|
|
||||||
512,0,3,"Webber, Mr. James",male,,0,0,SOTON/OQ 3101316,8.05,,S
|
|
||||||
513,1,1,"McGough, Mr. James Robert",male,36,0,0,PC 17473,26.2875,E25,S
|
|
||||||
514,1,1,"Rothschild, Mrs. Martin (Elizabeth L. Barrett)",female,54,1,0,PC 17603,59.4,,C
|
|
||||||
515,0,3,"Coleff, Mr. Satio",male,24,0,0,349209,7.4958,,S
|
|
||||||
516,0,1,"Walker, Mr. William Anderson",male,47,0,0,36967,34.0208,D46,S
|
|
||||||
517,1,2,"Lemore, Mrs. (Amelia Milley)",female,34,0,0,C.A. 34260,10.5,F33,S
|
|
||||||
518,0,3,"Ryan, Mr. Patrick",male,,0,0,371110,24.15,,Q
|
|
||||||
519,1,2,"Angle, Mrs. William A (Florence ""Mary"" Agnes Hughes)",female,36,1,0,226875,26,,S
|
|
||||||
520,0,3,"Pavlovic, Mr. Stefo",male,32,0,0,349242,7.8958,,S
|
|
||||||
521,1,1,"Perreault, Miss. Anne",female,30,0,0,12749,93.5,B73,S
|
|
||||||
522,0,3,"Vovk, Mr. Janko",male,22,0,0,349252,7.8958,,S
|
|
||||||
523,0,3,"Lahoud, Mr. Sarkis",male,,0,0,2624,7.225,,C
|
|
||||||
524,1,1,"Hippach, Mrs. Louis Albert (Ida Sophia Fischer)",female,44,0,1,111361,57.9792,B18,C
|
|
||||||
525,0,3,"Kassem, Mr. Fared",male,,0,0,2700,7.2292,,C
|
|
||||||
526,0,3,"Farrell, Mr. James",male,40.5,0,0,367232,7.75,,Q
|
|
||||||
527,1,2,"Ridsdale, Miss. Lucy",female,50,0,0,W./C. 14258,10.5,,S
|
|
||||||
528,0,1,"Farthing, Mr. John",male,,0,0,PC 17483,221.7792,C95,S
|
|
||||||
529,0,3,"Salonen, Mr. Johan Werner",male,39,0,0,3101296,7.925,,S
|
|
||||||
530,0,2,"Hocking, Mr. Richard George",male,23,2,1,29104,11.5,,S
|
|
||||||
531,1,2,"Quick, Miss. Phyllis May",female,2,1,1,26360,26,,S
|
|
||||||
532,0,3,"Toufik, Mr. Nakli",male,,0,0,2641,7.2292,,C
|
|
||||||
533,0,3,"Elias, Mr. Joseph Jr",male,17,1,1,2690,7.2292,,C
|
|
||||||
534,1,3,"Peter, Mrs. Catherine (Catherine Rizk)",female,,0,2,2668,22.3583,,C
|
|
||||||
535,0,3,"Cacic, Miss. Marija",female,30,0,0,315084,8.6625,,S
|
|
||||||
536,1,2,"Hart, Miss. Eva Miriam",female,7,0,2,F.C.C. 13529,26.25,,S
|
|
||||||
537,0,1,"Butt, Major. Archibald Willingham",male,45,0,0,113050,26.55,B38,S
|
|
||||||
538,1,1,"LeRoy, Miss. Bertha",female,30,0,0,PC 17761,106.425,,C
|
|
||||||
539,0,3,"Risien, Mr. Samuel Beard",male,,0,0,364498,14.5,,S
|
|
||||||
540,1,1,"Frolicher, Miss. Hedwig Margaritha",female,22,0,2,13568,49.5,B39,C
|
|
||||||
541,1,1,"Crosby, Miss. Harriet R",female,36,0,2,WE/P 5735,71,B22,S
|
|
||||||
542,0,3,"Andersson, Miss. Ingeborg Constanzia",female,9,4,2,347082,31.275,,S
|
|
||||||
543,0,3,"Andersson, Miss. Sigrid Elisabeth",female,11,4,2,347082,31.275,,S
|
|
||||||
544,1,2,"Beane, Mr. Edward",male,32,1,0,2908,26,,S
|
|
||||||
545,0,1,"Douglas, Mr. Walter Donald",male,50,1,0,PC 17761,106.425,C86,C
|
|
||||||
546,0,1,"Nicholson, Mr. Arthur Ernest",male,64,0,0,693,26,,S
|
|
||||||
547,1,2,"Beane, Mrs. Edward (Ethel Clarke)",female,19,1,0,2908,26,,S
|
|
||||||
548,1,2,"Padro y Manent, Mr. Julian",male,,0,0,SC/PARIS 2146,13.8625,,C
|
|
||||||
549,0,3,"Goldsmith, Mr. Frank John",male,33,1,1,363291,20.525,,S
|
|
||||||
550,1,2,"Davies, Master. John Morgan Jr",male,8,1,1,C.A. 33112,36.75,,S
|
|
||||||
551,1,1,"Thayer, Mr. John Borland Jr",male,17,0,2,17421,110.8833,C70,C
|
|
||||||
552,0,2,"Sharp, Mr. Percival James R",male,27,0,0,244358,26,,S
|
|
||||||
553,0,3,"O'Brien, Mr. Timothy",male,,0,0,330979,7.8292,,Q
|
|
||||||
554,1,3,"Leeni, Mr. Fahim (""Philip Zenni"")",male,22,0,0,2620,7.225,,C
|
|
||||||
555,1,3,"Ohman, Miss. Velin",female,22,0,0,347085,7.775,,S
|
|
||||||
556,0,1,"Wright, Mr. George",male,62,0,0,113807,26.55,,S
|
|
||||||
557,1,1,"Duff Gordon, Lady. (Lucille Christiana Sutherland) (""Mrs Morgan"")",female,48,1,0,11755,39.6,A16,C
|
|
||||||
558,0,1,"Robbins, Mr. Victor",male,,0,0,PC 17757,227.525,,C
|
|
||||||
559,1,1,"Taussig, Mrs. Emil (Tillie Mandelbaum)",female,39,1,1,110413,79.65,E67,S
|
|
||||||
560,1,3,"de Messemaeker, Mrs. Guillaume Joseph (Emma)",female,36,1,0,345572,17.4,,S
|
|
||||||
561,0,3,"Morrow, Mr. Thomas Rowan",male,,0,0,372622,7.75,,Q
|
|
||||||
562,0,3,"Sivic, Mr. Husein",male,40,0,0,349251,7.8958,,S
|
|
||||||
563,0,2,"Norman, Mr. Robert Douglas",male,28,0,0,218629,13.5,,S
|
|
||||||
564,0,3,"Simmons, Mr. John",male,,0,0,SOTON/OQ 392082,8.05,,S
|
|
||||||
565,0,3,"Meanwell, Miss. (Marion Ogden)",female,,0,0,SOTON/O.Q. 392087,8.05,,S
|
|
||||||
566,0,3,"Davies, Mr. Alfred J",male,24,2,0,A/4 48871,24.15,,S
|
|
||||||
567,0,3,"Stoytcheff, Mr. Ilia",male,19,0,0,349205,7.8958,,S
|
|
||||||
568,0,3,"Palsson, Mrs. Nils (Alma Cornelia Berglund)",female,29,0,4,349909,21.075,,S
|
|
||||||
569,0,3,"Doharr, Mr. Tannous",male,,0,0,2686,7.2292,,C
|
|
||||||
570,1,3,"Jonsson, Mr. Carl",male,32,0,0,350417,7.8542,,S
|
|
||||||
571,1,2,"Harris, Mr. George",male,62,0,0,S.W./PP 752,10.5,,S
|
|
||||||
572,1,1,"Appleton, Mrs. Edward Dale (Charlotte Lamson)",female,53,2,0,11769,51.4792,C101,S
|
|
||||||
573,1,1,"Flynn, Mr. John Irwin (""Irving"")",male,36,0,0,PC 17474,26.3875,E25,S
|
|
||||||
574,1,3,"Kelly, Miss. Mary",female,,0,0,14312,7.75,,Q
|
|
||||||
575,0,3,"Rush, Mr. Alfred George John",male,16,0,0,A/4. 20589,8.05,,S
|
|
||||||
576,0,3,"Patchett, Mr. George",male,19,0,0,358585,14.5,,S
|
|
||||||
577,1,2,"Garside, Miss. Ethel",female,34,0,0,243880,13,,S
|
|
||||||
578,1,1,"Silvey, Mrs. William Baird (Alice Munger)",female,39,1,0,13507,55.9,E44,S
|
|
||||||
579,0,3,"Caram, Mrs. Joseph (Maria Elias)",female,,1,0,2689,14.4583,,C
|
|
||||||
580,1,3,"Jussila, Mr. Eiriik",male,32,0,0,STON/O 2. 3101286,7.925,,S
|
|
||||||
581,1,2,"Christy, Miss. Julie Rachel",female,25,1,1,237789,30,,S
|
|
||||||
582,1,1,"Thayer, Mrs. John Borland (Marian Longstreth Morris)",female,39,1,1,17421,110.8833,C68,C
|
|
||||||
583,0,2,"Downton, Mr. William James",male,54,0,0,28403,26,,S
|
|
||||||
584,0,1,"Ross, Mr. John Hugo",male,36,0,0,13049,40.125,A10,C
|
|
||||||
585,0,3,"Paulner, Mr. Uscher",male,,0,0,3411,8.7125,,C
|
|
||||||
586,1,1,"Taussig, Miss. Ruth",female,18,0,2,110413,79.65,E68,S
|
|
||||||
587,0,2,"Jarvis, Mr. John Denzil",male,47,0,0,237565,15,,S
|
|
||||||
588,1,1,"Frolicher-Stehli, Mr. Maxmillian",male,60,1,1,13567,79.2,B41,C
|
|
||||||
589,0,3,"Gilinski, Mr. Eliezer",male,22,0,0,14973,8.05,,S
|
|
||||||
590,0,3,"Murdlin, Mr. Joseph",male,,0,0,A./5. 3235,8.05,,S
|
|
||||||
591,0,3,"Rintamaki, Mr. Matti",male,35,0,0,STON/O 2. 3101273,7.125,,S
|
|
||||||
592,1,1,"Stephenson, Mrs. Walter Bertram (Martha Eustis)",female,52,1,0,36947,78.2667,D20,C
|
|
||||||
593,0,3,"Elsbury, Mr. William James",male,47,0,0,A/5 3902,7.25,,S
|
|
||||||
594,0,3,"Bourke, Miss. Mary",female,,0,2,364848,7.75,,Q
|
|
||||||
595,0,2,"Chapman, Mr. John Henry",male,37,1,0,SC/AH 29037,26,,S
|
|
||||||
596,0,3,"Van Impe, Mr. Jean Baptiste",male,36,1,1,345773,24.15,,S
|
|
||||||
597,1,2,"Leitch, Miss. Jessie Wills",female,,0,0,248727,33,,S
|
|
||||||
598,0,3,"Johnson, Mr. Alfred",male,49,0,0,LINE,0,,S
|
|
||||||
599,0,3,"Boulos, Mr. Hanna",male,,0,0,2664,7.225,,C
|
|
||||||
600,1,1,"Duff Gordon, Sir. Cosmo Edmund (""Mr Morgan"")",male,49,1,0,PC 17485,56.9292,A20,C
|
|
||||||
601,1,2,"Jacobsohn, Mrs. Sidney Samuel (Amy Frances Christy)",female,24,2,1,243847,27,,S
|
|
||||||
602,0,3,"Slabenoff, Mr. Petco",male,,0,0,349214,7.8958,,S
|
|
||||||
603,0,1,"Harrington, Mr. Charles H",male,,0,0,113796,42.4,,S
|
|
||||||
604,0,3,"Torber, Mr. Ernst William",male,44,0,0,364511,8.05,,S
|
|
||||||
605,1,1,"Homer, Mr. Harry (""Mr E Haven"")",male,35,0,0,111426,26.55,,C
|
|
||||||
606,0,3,"Lindell, Mr. Edvard Bengtsson",male,36,1,0,349910,15.55,,S
|
|
||||||
607,0,3,"Karaic, Mr. Milan",male,30,0,0,349246,7.8958,,S
|
|
||||||
608,1,1,"Daniel, Mr. Robert Williams",male,27,0,0,113804,30.5,,S
|
|
||||||
609,1,2,"Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)",female,22,1,2,SC/Paris 2123,41.5792,,C
|
|
||||||
610,1,1,"Shutes, Miss. Elizabeth W",female,40,0,0,PC 17582,153.4625,C125,S
|
|
||||||
611,0,3,"Andersson, Mrs. Anders Johan (Alfrida Konstantia Brogren)",female,39,1,5,347082,31.275,,S
|
|
||||||
612,0,3,"Jardin, Mr. Jose Neto",male,,0,0,SOTON/O.Q. 3101305,7.05,,S
|
|
||||||
613,1,3,"Murphy, Miss. Margaret Jane",female,,1,0,367230,15.5,,Q
|
|
||||||
614,0,3,"Horgan, Mr. John",male,,0,0,370377,7.75,,Q
|
|
||||||
615,0,3,"Brocklebank, Mr. William Alfred",male,35,0,0,364512,8.05,,S
|
|
||||||
616,1,2,"Herman, Miss. Alice",female,24,1,2,220845,65,,S
|
|
||||||
617,0,3,"Danbom, Mr. Ernst Gilbert",male,34,1,1,347080,14.4,,S
|
|
||||||
618,0,3,"Lobb, Mrs. William Arthur (Cordelia K Stanlick)",female,26,1,0,A/5. 3336,16.1,,S
|
|
||||||
619,1,2,"Becker, Miss. Marion Louise",female,4,2,1,230136,39,F4,S
|
|
||||||
620,0,2,"Gavey, Mr. Lawrence",male,26,0,0,31028,10.5,,S
|
|
||||||
621,0,3,"Yasbeck, Mr. Antoni",male,27,1,0,2659,14.4542,,C
|
|
||||||
622,1,1,"Kimball, Mr. Edwin Nelson Jr",male,42,1,0,11753,52.5542,D19,S
|
|
||||||
623,1,3,"Nakid, Mr. Sahid",male,20,1,1,2653,15.7417,,C
|
|
||||||
624,0,3,"Hansen, Mr. Henry Damsgaard",male,21,0,0,350029,7.8542,,S
|
|
||||||
625,0,3,"Bowen, Mr. David John ""Dai""",male,21,0,0,54636,16.1,,S
|
|
||||||
626,0,1,"Sutton, Mr. Frederick",male,61,0,0,36963,32.3208,D50,S
|
|
||||||
627,0,2,"Kirkland, Rev. Charles Leonard",male,57,0,0,219533,12.35,,Q
|
|
||||||
628,1,1,"Longley, Miss. Gretchen Fiske",female,21,0,0,13502,77.9583,D9,S
|
|
||||||
629,0,3,"Bostandyeff, Mr. Guentcho",male,26,0,0,349224,7.8958,,S
|
|
||||||
630,0,3,"O'Connell, Mr. Patrick D",male,,0,0,334912,7.7333,,Q
|
|
||||||
631,1,1,"Barkworth, Mr. Algernon Henry Wilson",male,80,0,0,27042,30,A23,S
|
|
||||||
632,0,3,"Lundahl, Mr. Johan Svensson",male,51,0,0,347743,7.0542,,S
|
|
||||||
633,1,1,"Stahelin-Maeglin, Dr. Max",male,32,0,0,13214,30.5,B50,C
|
|
||||||
634,0,1,"Parr, Mr. William Henry Marsh",male,,0,0,112052,0,,S
|
|
||||||
635,0,3,"Skoog, Miss. Mabel",female,9,3,2,347088,27.9,,S
|
|
||||||
636,1,2,"Davis, Miss. Mary",female,28,0,0,237668,13,,S
|
|
||||||
637,0,3,"Leinonen, Mr. Antti Gustaf",male,32,0,0,STON/O 2. 3101292,7.925,,S
|
|
||||||
638,0,2,"Collyer, Mr. Harvey",male,31,1,1,C.A. 31921,26.25,,S
|
|
||||||
639,0,3,"Panula, Mrs. Juha (Maria Emilia Ojala)",female,41,0,5,3101295,39.6875,,S
|
|
||||||
640,0,3,"Thorneycroft, Mr. Percival",male,,1,0,376564,16.1,,S
|
|
||||||
641,0,3,"Jensen, Mr. Hans Peder",male,20,0,0,350050,7.8542,,S
|
|
||||||
642,1,1,"Sagesser, Mlle. Emma",female,24,0,0,PC 17477,69.3,B35,C
|
|
||||||
643,0,3,"Skoog, Miss. Margit Elizabeth",female,2,3,2,347088,27.9,,S
|
|
||||||
644,1,3,"Foo, Mr. Choong",male,,0,0,1601,56.4958,,S
|
|
||||||
645,1,3,"Baclini, Miss. Eugenie",female,0.75,2,1,2666,19.2583,,C
|
|
||||||
646,1,1,"Harper, Mr. Henry Sleeper",male,48,1,0,PC 17572,76.7292,D33,C
|
|
||||||
647,0,3,"Cor, Mr. Liudevit",male,19,0,0,349231,7.8958,,S
|
|
||||||
648,1,1,"Simonius-Blumer, Col. Oberst Alfons",male,56,0,0,13213,35.5,A26,C
|
|
||||||
649,0,3,"Willey, Mr. Edward",male,,0,0,S.O./P.P. 751,7.55,,S
|
|
||||||
650,1,3,"Stanley, Miss. Amy Zillah Elsie",female,23,0,0,CA. 2314,7.55,,S
|
|
||||||
651,0,3,"Mitkoff, Mr. Mito",male,,0,0,349221,7.8958,,S
|
|
||||||
652,1,2,"Doling, Miss. Elsie",female,18,0,1,231919,23,,S
|
|
||||||
653,0,3,"Kalvik, Mr. Johannes Halvorsen",male,21,0,0,8475,8.4333,,S
|
|
||||||
654,1,3,"O'Leary, Miss. Hanora ""Norah""",female,,0,0,330919,7.8292,,Q
|
|
||||||
655,0,3,"Hegarty, Miss. Hanora ""Nora""",female,18,0,0,365226,6.75,,Q
|
|
||||||
656,0,2,"Hickman, Mr. Leonard Mark",male,24,2,0,S.O.C. 14879,73.5,,S
|
|
||||||
657,0,3,"Radeff, Mr. Alexander",male,,0,0,349223,7.8958,,S
|
|
||||||
658,0,3,"Bourke, Mrs. John (Catherine)",female,32,1,1,364849,15.5,,Q
|
|
||||||
659,0,2,"Eitemiller, Mr. George Floyd",male,23,0,0,29751,13,,S
|
|
||||||
660,0,1,"Newell, Mr. Arthur Webster",male,58,0,2,35273,113.275,D48,C
|
|
||||||
661,1,1,"Frauenthal, Dr. Henry William",male,50,2,0,PC 17611,133.65,,S
|
|
||||||
662,0,3,"Badt, Mr. Mohamed",male,40,0,0,2623,7.225,,C
|
|
||||||
663,0,1,"Colley, Mr. Edward Pomeroy",male,47,0,0,5727,25.5875,E58,S
|
|
||||||
664,0,3,"Coleff, Mr. Peju",male,36,0,0,349210,7.4958,,S
|
|
||||||
665,1,3,"Lindqvist, Mr. Eino William",male,20,1,0,STON/O 2. 3101285,7.925,,S
|
|
||||||
666,0,2,"Hickman, Mr. Lewis",male,32,2,0,S.O.C. 14879,73.5,,S
|
|
||||||
667,0,2,"Butler, Mr. Reginald Fenton",male,25,0,0,234686,13,,S
|
|
||||||
668,0,3,"Rommetvedt, Mr. Knud Paust",male,,0,0,312993,7.775,,S
|
|
||||||
669,0,3,"Cook, Mr. Jacob",male,43,0,0,A/5 3536,8.05,,S
|
|
||||||
670,1,1,"Taylor, Mrs. Elmer Zebley (Juliet Cummins Wright)",female,,1,0,19996,52,C126,S
|
|
||||||
671,1,2,"Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)",female,40,1,1,29750,39,,S
|
|
||||||
672,0,1,"Davidson, Mr. Thornton",male,31,1,0,F.C. 12750,52,B71,S
|
|
||||||
673,0,2,"Mitchell, Mr. Henry Michael",male,70,0,0,C.A. 24580,10.5,,S
|
|
||||||
674,1,2,"Wilhelms, Mr. Charles",male,31,0,0,244270,13,,S
|
|
||||||
675,0,2,"Watson, Mr. Ennis Hastings",male,,0,0,239856,0,,S
|
|
||||||
676,0,3,"Edvardsson, Mr. Gustaf Hjalmar",male,18,0,0,349912,7.775,,S
|
|
||||||
677,0,3,"Sawyer, Mr. Frederick Charles",male,24.5,0,0,342826,8.05,,S
|
|
||||||
678,1,3,"Turja, Miss. Anna Sofia",female,18,0,0,4138,9.8417,,S
|
|
||||||
679,0,3,"Goodwin, Mrs. Frederick (Augusta Tyler)",female,43,1,6,CA 2144,46.9,,S
|
|
||||||
680,1,1,"Cardeza, Mr. Thomas Drake Martinez",male,36,0,1,PC 17755,512.3292,B51 B53 B55,C
|
|
||||||
681,0,3,"Peters, Miss. Katie",female,,0,0,330935,8.1375,,Q
|
|
||||||
682,1,1,"Hassab, Mr. Hammad",male,27,0,0,PC 17572,76.7292,D49,C
|
|
||||||
683,0,3,"Olsvigen, Mr. Thor Anderson",male,20,0,0,6563,9.225,,S
|
|
||||||
684,0,3,"Goodwin, Mr. Charles Edward",male,14,5,2,CA 2144,46.9,,S
|
|
||||||
685,0,2,"Brown, Mr. Thomas William Solomon",male,60,1,1,29750,39,,S
|
|
||||||
686,0,2,"Laroche, Mr. Joseph Philippe Lemercier",male,25,1,2,SC/Paris 2123,41.5792,,C
|
|
||||||
687,0,3,"Panula, Mr. Jaako Arnold",male,14,4,1,3101295,39.6875,,S
|
|
||||||
688,0,3,"Dakic, Mr. Branko",male,19,0,0,349228,10.1708,,S
|
|
||||||
689,0,3,"Fischer, Mr. Eberhard Thelander",male,18,0,0,350036,7.7958,,S
|
|
||||||
690,1,1,"Madill, Miss. Georgette Alexandra",female,15,0,1,24160,211.3375,B5,S
|
|
||||||
691,1,1,"Dick, Mr. Albert Adrian",male,31,1,0,17474,57,B20,S
|
|
||||||
692,1,3,"Karun, Miss. Manca",female,4,0,1,349256,13.4167,,C
|
|
||||||
693,1,3,"Lam, Mr. Ali",male,,0,0,1601,56.4958,,S
|
|
||||||
694,0,3,"Saad, Mr. Khalil",male,25,0,0,2672,7.225,,C
|
|
||||||
695,0,1,"Weir, Col. John",male,60,0,0,113800,26.55,,S
|
|
||||||
696,0,2,"Chapman, Mr. Charles Henry",male,52,0,0,248731,13.5,,S
|
|
||||||
697,0,3,"Kelly, Mr. James",male,44,0,0,363592,8.05,,S
|
|
||||||
698,1,3,"Mullens, Miss. Katherine ""Katie""",female,,0,0,35852,7.7333,,Q
|
|
||||||
699,0,1,"Thayer, Mr. John Borland",male,49,1,1,17421,110.8833,C68,C
|
|
||||||
700,0,3,"Humblen, Mr. Adolf Mathias Nicolai Olsen",male,42,0,0,348121,7.65,F G63,S
|
|
||||||
701,1,1,"Astor, Mrs. John Jacob (Madeleine Talmadge Force)",female,18,1,0,PC 17757,227.525,C62 C64,C
|
|
||||||
702,1,1,"Silverthorne, Mr. Spencer Victor",male,35,0,0,PC 17475,26.2875,E24,S
|
|
||||||
703,0,3,"Barbara, Miss. Saiide",female,18,0,1,2691,14.4542,,C
|
|
||||||
704,0,3,"Gallagher, Mr. Martin",male,25,0,0,36864,7.7417,,Q
|
|
||||||
705,0,3,"Hansen, Mr. Henrik Juul",male,26,1,0,350025,7.8542,,S
|
|
||||||
706,0,2,"Morley, Mr. Henry Samuel (""Mr Henry Marshall"")",male,39,0,0,250655,26,,S
|
|
||||||
707,1,2,"Kelly, Mrs. Florence ""Fannie""",female,45,0,0,223596,13.5,,S
|
|
||||||
708,1,1,"Calderhead, Mr. Edward Pennington",male,42,0,0,PC 17476,26.2875,E24,S
|
|
||||||
709,1,1,"Cleaver, Miss. Alice",female,22,0,0,113781,151.55,,S
|
|
||||||
710,1,3,"Moubarek, Master. Halim Gonios (""William George"")",male,,1,1,2661,15.2458,,C
|
|
||||||
711,1,1,"Mayne, Mlle. Berthe Antonine (""Mrs de Villiers"")",female,24,0,0,PC 17482,49.5042,C90,C
|
|
||||||
712,0,1,"Klaber, Mr. Herman",male,,0,0,113028,26.55,C124,S
|
|
||||||
713,1,1,"Taylor, Mr. Elmer Zebley",male,48,1,0,19996,52,C126,S
|
|
||||||
714,0,3,"Larsson, Mr. August Viktor",male,29,0,0,7545,9.4833,,S
|
|
||||||
715,0,2,"Greenberg, Mr. Samuel",male,52,0,0,250647,13,,S
|
|
||||||
716,0,3,"Soholt, Mr. Peter Andreas Lauritz Andersen",male,19,0,0,348124,7.65,F G73,S
|
|
||||||
717,1,1,"Endres, Miss. Caroline Louise",female,38,0,0,PC 17757,227.525,C45,C
|
|
||||||
718,1,2,"Troutt, Miss. Edwina Celia ""Winnie""",female,27,0,0,34218,10.5,E101,S
|
|
||||||
719,0,3,"McEvoy, Mr. Michael",male,,0,0,36568,15.5,,Q
|
|
||||||
720,0,3,"Johnson, Mr. Malkolm Joackim",male,33,0,0,347062,7.775,,S
|
|
||||||
721,1,2,"Harper, Miss. Annie Jessie ""Nina""",female,6,0,1,248727,33,,S
|
|
||||||
722,0,3,"Jensen, Mr. Svend Lauritz",male,17,1,0,350048,7.0542,,S
|
|
||||||
723,0,2,"Gillespie, Mr. William Henry",male,34,0,0,12233,13,,S
|
|
||||||
724,0,2,"Hodges, Mr. Henry Price",male,50,0,0,250643,13,,S
|
|
||||||
725,1,1,"Chambers, Mr. Norman Campbell",male,27,1,0,113806,53.1,E8,S
|
|
||||||
726,0,3,"Oreskovic, Mr. Luka",male,20,0,0,315094,8.6625,,S
|
|
||||||
727,1,2,"Renouf, Mrs. Peter Henry (Lillian Jefferys)",female,30,3,0,31027,21,,S
|
|
||||||
728,1,3,"Mannion, Miss. Margareth",female,,0,0,36866,7.7375,,Q
|
|
||||||
729,0,2,"Bryhl, Mr. Kurt Arnold Gottfrid",male,25,1,0,236853,26,,S
|
|
||||||
730,0,3,"Ilmakangas, Miss. Pieta Sofia",female,25,1,0,STON/O2. 3101271,7.925,,S
|
|
||||||
731,1,1,"Allen, Miss. Elisabeth Walton",female,29,0,0,24160,211.3375,B5,S
|
|
||||||
732,0,3,"Hassan, Mr. Houssein G N",male,11,0,0,2699,18.7875,,C
|
|
||||||
733,0,2,"Knight, Mr. Robert J",male,,0,0,239855,0,,S
|
|
||||||
734,0,2,"Berriman, Mr. William John",male,23,0,0,28425,13,,S
|
|
||||||
735,0,2,"Troupiansky, Mr. Moses Aaron",male,23,0,0,233639,13,,S
|
|
||||||
736,0,3,"Williams, Mr. Leslie",male,28.5,0,0,54636,16.1,,S
|
|
||||||
737,0,3,"Ford, Mrs. Edward (Margaret Ann Watson)",female,48,1,3,W./C. 6608,34.375,,S
|
|
||||||
738,1,1,"Lesurer, Mr. Gustave J",male,35,0,0,PC 17755,512.3292,B101,C
|
|
||||||
739,0,3,"Ivanoff, Mr. Kanio",male,,0,0,349201,7.8958,,S
|
|
||||||
740,0,3,"Nankoff, Mr. Minko",male,,0,0,349218,7.8958,,S
|
|
||||||
741,1,1,"Hawksford, Mr. Walter James",male,,0,0,16988,30,D45,S
|
|
||||||
742,0,1,"Cavendish, Mr. Tyrell William",male,36,1,0,19877,78.85,C46,S
|
|
||||||
743,1,1,"Ryerson, Miss. Susan Parker ""Suzette""",female,21,2,2,PC 17608,262.375,B57 B59 B63 B66,C
|
|
||||||
744,0,3,"McNamee, Mr. Neal",male,24,1,0,376566,16.1,,S
|
|
||||||
745,1,3,"Stranden, Mr. Juho",male,31,0,0,STON/O 2. 3101288,7.925,,S
|
|
||||||
746,0,1,"Crosby, Capt. Edward Gifford",male,70,1,1,WE/P 5735,71,B22,S
|
|
||||||
747,0,3,"Abbott, Mr. Rossmore Edward",male,16,1,1,C.A. 2673,20.25,,S
|
|
||||||
748,1,2,"Sinkkonen, Miss. Anna",female,30,0,0,250648,13,,S
|
|
||||||
749,0,1,"Marvin, Mr. Daniel Warner",male,19,1,0,113773,53.1,D30,S
|
|
||||||
750,0,3,"Connaghton, Mr. Michael",male,31,0,0,335097,7.75,,Q
|
|
||||||
751,1,2,"Wells, Miss. Joan",female,4,1,1,29103,23,,S
|
|
||||||
752,1,3,"Moor, Master. Meier",male,6,0,1,392096,12.475,E121,S
|
|
||||||
753,0,3,"Vande Velde, Mr. Johannes Joseph",male,33,0,0,345780,9.5,,S
|
|
||||||
754,0,3,"Jonkoff, Mr. Lalio",male,23,0,0,349204,7.8958,,S
|
|
||||||
755,1,2,"Herman, Mrs. Samuel (Jane Laver)",female,48,1,2,220845,65,,S
|
|
||||||
756,1,2,"Hamalainen, Master. Viljo",male,0.67,1,1,250649,14.5,,S
|
|
||||||
757,0,3,"Carlsson, Mr. August Sigfrid",male,28,0,0,350042,7.7958,,S
|
|
||||||
758,0,2,"Bailey, Mr. Percy Andrew",male,18,0,0,29108,11.5,,S
|
|
||||||
759,0,3,"Theobald, Mr. Thomas Leonard",male,34,0,0,363294,8.05,,S
|
|
||||||
760,1,1,"Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)",female,33,0,0,110152,86.5,B77,S
|
|
||||||
761,0,3,"Garfirth, Mr. John",male,,0,0,358585,14.5,,S
|
|
||||||
762,0,3,"Nirva, Mr. Iisakki Antino Aijo",male,41,0,0,SOTON/O2 3101272,7.125,,S
|
|
||||||
763,1,3,"Barah, Mr. Hanna Assi",male,20,0,0,2663,7.2292,,C
|
|
||||||
764,1,1,"Carter, Mrs. William Ernest (Lucile Polk)",female,36,1,2,113760,120,B96 B98,S
|
|
||||||
765,0,3,"Eklund, Mr. Hans Linus",male,16,0,0,347074,7.775,,S
|
|
||||||
766,1,1,"Hogeboom, Mrs. John C (Anna Andrews)",female,51,1,0,13502,77.9583,D11,S
|
|
||||||
767,0,1,"Brewe, Dr. Arthur Jackson",male,,0,0,112379,39.6,,C
|
|
||||||
768,0,3,"Mangan, Miss. Mary",female,30.5,0,0,364850,7.75,,Q
|
|
||||||
769,0,3,"Moran, Mr. Daniel J",male,,1,0,371110,24.15,,Q
|
|
||||||
770,0,3,"Gronnestad, Mr. Daniel Danielsen",male,32,0,0,8471,8.3625,,S
|
|
||||||
771,0,3,"Lievens, Mr. Rene Aime",male,24,0,0,345781,9.5,,S
|
|
||||||
772,0,3,"Jensen, Mr. Niels Peder",male,48,0,0,350047,7.8542,,S
|
|
||||||
773,0,2,"Mack, Mrs. (Mary)",female,57,0,0,S.O./P.P. 3,10.5,E77,S
|
|
||||||
774,0,3,"Elias, Mr. Dibo",male,,0,0,2674,7.225,,C
|
|
||||||
775,1,2,"Hocking, Mrs. Elizabeth (Eliza Needs)",female,54,1,3,29105,23,,S
|
|
||||||
776,0,3,"Myhrman, Mr. Pehr Fabian Oliver Malkolm",male,18,0,0,347078,7.75,,S
|
|
||||||
777,0,3,"Tobin, Mr. Roger",male,,0,0,383121,7.75,F38,Q
|
|
||||||
778,1,3,"Emanuel, Miss. Virginia Ethel",female,5,0,0,364516,12.475,,S
|
|
||||||
779,0,3,"Kilgannon, Mr. Thomas J",male,,0,0,36865,7.7375,,Q
|
|
||||||
780,1,1,"Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)",female,43,0,1,24160,211.3375,B3,S
|
|
||||||
781,1,3,"Ayoub, Miss. Banoura",female,13,0,0,2687,7.2292,,C
|
|
||||||
782,1,1,"Dick, Mrs. Albert Adrian (Vera Gillespie)",female,17,1,0,17474,57,B20,S
|
|
||||||
783,0,1,"Long, Mr. Milton Clyde",male,29,0,0,113501,30,D6,S
|
|
||||||
784,0,3,"Johnston, Mr. Andrew G",male,,1,2,W./C. 6607,23.45,,S
|
|
||||||
785,0,3,"Ali, Mr. William",male,25,0,0,SOTON/O.Q. 3101312,7.05,,S
|
|
||||||
786,0,3,"Harmer, Mr. Abraham (David Lishin)",male,25,0,0,374887,7.25,,S
|
|
||||||
787,1,3,"Sjoblom, Miss. Anna Sofia",female,18,0,0,3101265,7.4958,,S
|
|
||||||
788,0,3,"Rice, Master. George Hugh",male,8,4,1,382652,29.125,,Q
|
|
||||||
789,1,3,"Dean, Master. Bertram Vere",male,1,1,2,C.A. 2315,20.575,,S
|
|
||||||
790,0,1,"Guggenheim, Mr. Benjamin",male,46,0,0,PC 17593,79.2,B82 B84,C
|
|
||||||
791,0,3,"Keane, Mr. Andrew ""Andy""",male,,0,0,12460,7.75,,Q
|
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||||||
792,0,2,"Gaskell, Mr. Alfred",male,16,0,0,239865,26,,S
|
|
||||||
793,0,3,"Sage, Miss. Stella Anna",female,,8,2,CA. 2343,69.55,,S
|
|
||||||
794,0,1,"Hoyt, Mr. William Fisher",male,,0,0,PC 17600,30.6958,,C
|
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||||||
795,0,3,"Dantcheff, Mr. Ristiu",male,25,0,0,349203,7.8958,,S
|
|
||||||
796,0,2,"Otter, Mr. Richard",male,39,0,0,28213,13,,S
|
|
||||||
797,1,1,"Leader, Dr. Alice (Farnham)",female,49,0,0,17465,25.9292,D17,S
|
|
||||||
798,1,3,"Osman, Mrs. Mara",female,31,0,0,349244,8.6833,,S
|
|
||||||
799,0,3,"Ibrahim Shawah, Mr. Yousseff",male,30,0,0,2685,7.2292,,C
|
|
||||||
800,0,3,"Van Impe, Mrs. Jean Baptiste (Rosalie Paula Govaert)",female,30,1,1,345773,24.15,,S
|
|
||||||
801,0,2,"Ponesell, Mr. Martin",male,34,0,0,250647,13,,S
|
|
||||||
802,1,2,"Collyer, Mrs. Harvey (Charlotte Annie Tate)",female,31,1,1,C.A. 31921,26.25,,S
|
|
||||||
803,1,1,"Carter, Master. William Thornton II",male,11,1,2,113760,120,B96 B98,S
|
|
||||||
804,1,3,"Thomas, Master. Assad Alexander",male,0.42,0,1,2625,8.5167,,C
|
|
||||||
805,1,3,"Hedman, Mr. Oskar Arvid",male,27,0,0,347089,6.975,,S
|
|
||||||
806,0,3,"Johansson, Mr. Karl Johan",male,31,0,0,347063,7.775,,S
|
|
||||||
807,0,1,"Andrews, Mr. Thomas Jr",male,39,0,0,112050,0,A36,S
|
|
||||||
808,0,3,"Pettersson, Miss. Ellen Natalia",female,18,0,0,347087,7.775,,S
|
|
||||||
809,0,2,"Meyer, Mr. August",male,39,0,0,248723,13,,S
|
|
||||||
810,1,1,"Chambers, Mrs. Norman Campbell (Bertha Griggs)",female,33,1,0,113806,53.1,E8,S
|
|
||||||
811,0,3,"Alexander, Mr. William",male,26,0,0,3474,7.8875,,S
|
|
||||||
812,0,3,"Lester, Mr. James",male,39,0,0,A/4 48871,24.15,,S
|
|
||||||
813,0,2,"Slemen, Mr. Richard James",male,35,0,0,28206,10.5,,S
|
|
||||||
814,0,3,"Andersson, Miss. Ebba Iris Alfrida",female,6,4,2,347082,31.275,,S
|
|
||||||
815,0,3,"Tomlin, Mr. Ernest Portage",male,30.5,0,0,364499,8.05,,S
|
|
||||||
816,0,1,"Fry, Mr. Richard",male,,0,0,112058,0,B102,S
|
|
||||||
817,0,3,"Heininen, Miss. Wendla Maria",female,23,0,0,STON/O2. 3101290,7.925,,S
|
|
||||||
818,0,2,"Mallet, Mr. Albert",male,31,1,1,S.C./PARIS 2079,37.0042,,C
|
|
||||||
819,0,3,"Holm, Mr. John Fredrik Alexander",male,43,0,0,C 7075,6.45,,S
|
|
||||||
820,0,3,"Skoog, Master. Karl Thorsten",male,10,3,2,347088,27.9,,S
|
|
||||||
821,1,1,"Hays, Mrs. Charles Melville (Clara Jennings Gregg)",female,52,1,1,12749,93.5,B69,S
|
|
||||||
822,1,3,"Lulic, Mr. Nikola",male,27,0,0,315098,8.6625,,S
|
|
||||||
823,0,1,"Reuchlin, Jonkheer. John George",male,38,0,0,19972,0,,S
|
|
||||||
824,1,3,"Moor, Mrs. (Beila)",female,27,0,1,392096,12.475,E121,S
|
|
||||||
825,0,3,"Panula, Master. Urho Abraham",male,2,4,1,3101295,39.6875,,S
|
|
||||||
826,0,3,"Flynn, Mr. John",male,,0,0,368323,6.95,,Q
|
|
||||||
827,0,3,"Lam, Mr. Len",male,,0,0,1601,56.4958,,S
|
|
||||||
828,1,2,"Mallet, Master. Andre",male,1,0,2,S.C./PARIS 2079,37.0042,,C
|
|
||||||
829,1,3,"McCormack, Mr. Thomas Joseph",male,,0,0,367228,7.75,,Q
|
|
||||||
830,1,1,"Stone, Mrs. George Nelson (Martha Evelyn)",female,62,0,0,113572,80,B28,
|
|
||||||
831,1,3,"Yasbeck, Mrs. Antoni (Selini Alexander)",female,15,1,0,2659,14.4542,,C
|
|
||||||
832,1,2,"Richards, Master. George Sibley",male,0.83,1,1,29106,18.75,,S
|
|
||||||
833,0,3,"Saad, Mr. Amin",male,,0,0,2671,7.2292,,C
|
|
||||||
834,0,3,"Augustsson, Mr. Albert",male,23,0,0,347468,7.8542,,S
|
|
||||||
835,0,3,"Allum, Mr. Owen George",male,18,0,0,2223,8.3,,S
|
|
||||||
836,1,1,"Compton, Miss. Sara Rebecca",female,39,1,1,PC 17756,83.1583,E49,C
|
|
||||||
837,0,3,"Pasic, Mr. Jakob",male,21,0,0,315097,8.6625,,S
|
|
||||||
838,0,3,"Sirota, Mr. Maurice",male,,0,0,392092,8.05,,S
|
|
||||||
839,1,3,"Chip, Mr. Chang",male,32,0,0,1601,56.4958,,S
|
|
||||||
840,1,1,"Marechal, Mr. Pierre",male,,0,0,11774,29.7,C47,C
|
|
||||||
841,0,3,"Alhomaki, Mr. Ilmari Rudolf",male,20,0,0,SOTON/O2 3101287,7.925,,S
|
|
||||||
842,0,2,"Mudd, Mr. Thomas Charles",male,16,0,0,S.O./P.P. 3,10.5,,S
|
|
||||||
843,1,1,"Serepeca, Miss. Augusta",female,30,0,0,113798,31,,C
|
|
||||||
844,0,3,"Lemberopolous, Mr. Peter L",male,34.5,0,0,2683,6.4375,,C
|
|
||||||
845,0,3,"Culumovic, Mr. Jeso",male,17,0,0,315090,8.6625,,S
|
|
||||||
846,0,3,"Abbing, Mr. Anthony",male,42,0,0,C.A. 5547,7.55,,S
|
|
||||||
847,0,3,"Sage, Mr. Douglas Bullen",male,,8,2,CA. 2343,69.55,,S
|
|
||||||
848,0,3,"Markoff, Mr. Marin",male,35,0,0,349213,7.8958,,C
|
|
||||||
849,0,2,"Harper, Rev. John",male,28,0,1,248727,33,,S
|
|
||||||
850,1,1,"Goldenberg, Mrs. Samuel L (Edwiga Grabowska)",female,,1,0,17453,89.1042,C92,C
|
|
||||||
851,0,3,"Andersson, Master. Sigvard Harald Elias",male,4,4,2,347082,31.275,,S
|
|
||||||
852,0,3,"Svensson, Mr. Johan",male,74,0,0,347060,7.775,,S
|
|
||||||
853,0,3,"Boulos, Miss. Nourelain",female,9,1,1,2678,15.2458,,C
|
|
||||||
854,1,1,"Lines, Miss. Mary Conover",female,16,0,1,PC 17592,39.4,D28,S
|
|
||||||
855,0,2,"Carter, Mrs. Ernest Courtenay (Lilian Hughes)",female,44,1,0,244252,26,,S
|
|
||||||
856,1,3,"Aks, Mrs. Sam (Leah Rosen)",female,18,0,1,392091,9.35,,S
|
|
||||||
857,1,1,"Wick, Mrs. George Dennick (Mary Hitchcock)",female,45,1,1,36928,164.8667,,S
|
|
||||||
858,1,1,"Daly, Mr. Peter Denis ",male,51,0,0,113055,26.55,E17,S
|
|
||||||
859,1,3,"Baclini, Mrs. Solomon (Latifa Qurban)",female,24,0,3,2666,19.2583,,C
|
|
||||||
860,0,3,"Razi, Mr. Raihed",male,,0,0,2629,7.2292,,C
|
|
||||||
861,0,3,"Hansen, Mr. Claus Peter",male,41,2,0,350026,14.1083,,S
|
|
||||||
862,0,2,"Giles, Mr. Frederick Edward",male,21,1,0,28134,11.5,,S
|
|
||||||
863,1,1,"Swift, Mrs. Frederick Joel (Margaret Welles Barron)",female,48,0,0,17466,25.9292,D17,S
|
|
||||||
864,0,3,"Sage, Miss. Dorothy Edith ""Dolly""",female,,8,2,CA. 2343,69.55,,S
|
|
||||||
865,0,2,"Gill, Mr. John William",male,24,0,0,233866,13,,S
|
|
||||||
866,1,2,"Bystrom, Mrs. (Karolina)",female,42,0,0,236852,13,,S
|
|
||||||
867,1,2,"Duran y More, Miss. Asuncion",female,27,1,0,SC/PARIS 2149,13.8583,,C
|
|
||||||
868,0,1,"Roebling, Mr. Washington Augustus II",male,31,0,0,PC 17590,50.4958,A24,S
|
|
||||||
869,0,3,"van Melkebeke, Mr. Philemon",male,,0,0,345777,9.5,,S
|
|
||||||
870,1,3,"Johnson, Master. Harold Theodor",male,4,1,1,347742,11.1333,,S
|
|
||||||
871,0,3,"Balkic, Mr. Cerin",male,26,0,0,349248,7.8958,,S
|
|
||||||
872,1,1,"Beckwith, Mrs. Richard Leonard (Sallie Monypeny)",female,47,1,1,11751,52.5542,D35,S
|
|
||||||
873,0,1,"Carlsson, Mr. Frans Olof",male,33,0,0,695,5,B51 B53 B55,S
|
|
||||||
874,0,3,"Vander Cruyssen, Mr. Victor",male,47,0,0,345765,9,,S
|
|
||||||
875,1,2,"Abelson, Mrs. Samuel (Hannah Wizosky)",female,28,1,0,P/PP 3381,24,,C
|
|
||||||
876,1,3,"Najib, Miss. Adele Kiamie ""Jane""",female,15,0,0,2667,7.225,,C
|
|
||||||
877,0,3,"Gustafsson, Mr. Alfred Ossian",male,20,0,0,7534,9.8458,,S
|
|
||||||
878,0,3,"Petroff, Mr. Nedelio",male,19,0,0,349212,7.8958,,S
|
|
||||||
879,0,3,"Laleff, Mr. Kristo",male,,0,0,349217,7.8958,,S
|
|
||||||
880,1,1,"Potter, Mrs. Thomas Jr (Lily Alexenia Wilson)",female,56,0,1,11767,83.1583,C50,C
|
|
||||||
881,1,2,"Shelley, Mrs. William (Imanita Parrish Hall)",female,25,0,1,230433,26,,S
|
|
||||||
882,0,3,"Markun, Mr. Johann",male,33,0,0,349257,7.8958,,S
|
|
||||||
883,0,3,"Dahlberg, Miss. Gerda Ulrika",female,22,0,0,7552,10.5167,,S
|
|
||||||
884,0,2,"Banfield, Mr. Frederick James",male,28,0,0,C.A./SOTON 34068,10.5,,S
|
|
||||||
885,0,3,"Sutehall, Mr. Henry Jr",male,25,0,0,SOTON/OQ 392076,7.05,,S
|
|
||||||
886,0,3,"Rice, Mrs. William (Margaret Norton)",female,39,0,5,382652,29.125,,Q
|
|
||||||
887,0,2,"Montvila, Rev. Juozas",male,27,0,0,211536,13,,S
|
|
||||||
888,1,1,"Graham, Miss. Margaret Edith",female,19,0,0,112053,30,B42,S
|
|
||||||
889,0,3,"Johnston, Miss. Catherine Helen ""Carrie""",female,,1,2,W./C. 6607,23.45,,S
|
|
||||||
890,1,1,"Behr, Mr. Karl Howell",male,26,0,0,111369,30,C148,C
|
|
||||||
891,0,3,"Dooley, Mr. Patrick",male,32,0,0,370376,7.75,,Q
|
|
|
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327
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327
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@ -1,327 +0,0 @@
|
|||||||
{
|
|
||||||
"cells": [
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с NumPy"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"import numpy as np\n",
|
|
||||||
"\n",
|
|
||||||
"matrix = np.array([[4, 5, 0], [10, 9, 9]])\n",
|
|
||||||
"print(\"matrix = \\n\", matrix, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"tmatrix = matrix.T\n",
|
|
||||||
"print(\"tmatrix = \\n\", tmatrix, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"vector = np.ravel(matrix)\n",
|
|
||||||
"print(\"vector = \\n\", vector, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"tvector = np.reshape(vector, (6, 1))\n",
|
|
||||||
"print(\"tvector = \\n\", tvector, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"list_matrix = list(matrix)\n",
|
|
||||||
"print(\"list_matrix = \\n\", list_matrix, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"str_matrix = str(matrix)\n",
|
|
||||||
"print(\"matrix as str = \\n\", str_matrix, \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"print(\"matrix type is\", type(matrix), \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"print(\"vector type is\", type(vector), \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"print(\"list_matrix type is\", type(list_matrix), \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"print(\"str_matrix type is\", type(str_matrix), \"\\n\")\n",
|
|
||||||
"\n",
|
|
||||||
"formatted_vector = \"; \".join(map(str, vector))\n",
|
|
||||||
"print(\"formatted_vector = \\n\", formatted_vector, \"\\n\")"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с Pandas DataFrame\n",
|
|
||||||
"\n",
|
|
||||||
"https://pandas.pydata.org/docs/user_guide/10min.html"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с данными - чтение и запись CSV"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": 35,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"import pandas as pd\n",
|
|
||||||
"\n",
|
|
||||||
"df = pd.read_csv(\"data/titanic.csv\", index_col=\"PassengerId\")\n",
|
|
||||||
"\n",
|
|
||||||
"df.to_csv(\"test.csv\")"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с данными - основные команды"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"df.info()\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.describe().transpose())\n",
|
|
||||||
"\n",
|
|
||||||
"cleared_df = df.drop([\"Name\", \"Ticket\", \"Embarked\"], axis=1)\n",
|
|
||||||
"print(cleared_df.head())\n",
|
|
||||||
"print(cleared_df.tail())\n",
|
|
||||||
"\n",
|
|
||||||
"sorted_df = cleared_df.sort_values(by=\"Age\")\n",
|
|
||||||
"print(sorted_df.head())\n",
|
|
||||||
"print(sorted_df.tail())"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с данными - работа с элементами"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"print(df[\"Age\"])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.loc[100])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.loc[100, \"Name\"])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.loc[100:200, [\"Age\", \"Name\"]])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df[0:3])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.iloc[0])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.iloc[3:5, 0:2])\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.iloc[[3, 4], [0, 1]])"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Работа с данными - отбор и группировка"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"s_values = df[\"Sex\"].unique()\n",
|
|
||||||
"print(s_values)\n",
|
|
||||||
"\n",
|
|
||||||
"s_total = 0\n",
|
|
||||||
"for s_value in s_values:\n",
|
|
||||||
" count = df[df[\"Sex\"] == s_value].shape[0]\n",
|
|
||||||
" s_total += count\n",
|
|
||||||
" print(s_value, \"count =\", count)\n",
|
|
||||||
"print(\"Total count = \", s_total)\n",
|
|
||||||
"\n",
|
|
||||||
"print(df.groupby([\"Pclass\", \"Survived\"]).size().reset_index(name=\"Count\")) # type: ignore"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Исходные данные"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"data = df[[\"Pclass\", \"Survived\", \"Age\"]].copy()\n",
|
|
||||||
"data.dropna(subset=[\"Age\"], inplace=True)\n",
|
|
||||||
"print(data)"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Сводка пяти чисел\n",
|
|
||||||
"\n",
|
|
||||||
"<img src=\"assets/quantile.png\" width=\"400\" style=\"background-color: white\">"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"def q1(x):\n",
|
|
||||||
" return x.quantile(0.25)\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"# median = quantile(0.5)\n",
|
|
||||||
"def q2(x):\n",
|
|
||||||
" return x.quantile(0.5)\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"def q3(x):\n",
|
|
||||||
" return x.quantile(0.75)\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"def iqr(x):\n",
|
|
||||||
" return q3(x) - q1(x)\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"def low_iqr(x):\n",
|
|
||||||
" return max(0, q1(x) - 1.5 * iqr(x))\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"def high_iqr(x):\n",
|
|
||||||
" return q3(x) + 1.5 * iqr(x)\n",
|
|
||||||
"\n",
|
|
||||||
"\n",
|
|
||||||
"quantiles = data[[\"Pclass\", \"Age\"]].groupby([\"Pclass\"]).aggregate([\"min\", q1, q2, \"median\", q3, \"max\"])\n",
|
|
||||||
"print(quantiles)\n",
|
|
||||||
"\n",
|
|
||||||
"iqrs = data[[\"Pclass\", \"Age\"]].groupby([\"Pclass\"]).aggregate([low_iqr, iqr, high_iqr])\n",
|
|
||||||
"print(iqrs)\n",
|
|
||||||
"\n",
|
|
||||||
"data.boxplot(column=\"Age\", by=\"Pclass\")"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Гистограмма"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"data.plot.hist(column=[\"Age\"], bins=80)"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Точечная диаграмма"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"df.plot.scatter(x=\"Age\", y=\"Sex\")\n",
|
|
||||||
"\n",
|
|
||||||
"df.plot.scatter(x=\"Pclass\", y=\"Age\")"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Столбчатая диаграмма"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"plot = data.groupby([\"Pclass\", \"Survived\"]).size().unstack().plot.bar(color=[\"pink\", \"green\"])\n",
|
|
||||||
"plot.legend([\"Not survived\", \"Survived\"])"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "markdown",
|
|
||||||
"metadata": {},
|
|
||||||
"source": [
|
|
||||||
"Визуализация - Временные ряды"
|
|
||||||
]
|
|
||||||
},
|
|
||||||
{
|
|
||||||
"cell_type": "code",
|
|
||||||
"execution_count": null,
|
|
||||||
"metadata": {},
|
|
||||||
"outputs": [],
|
|
||||||
"source": [
|
|
||||||
"from datetime import datetime\n",
|
|
||||||
"import matplotlib.dates as md\n",
|
|
||||||
"\n",
|
|
||||||
"ts = pd.read_csv(\"data/dollar.csv\")\n",
|
|
||||||
"ts[\"date\"] = ts.apply(lambda row: datetime.strptime(row[\"my_date\"], \"%d.%m.%Y\"), axis=1)\n",
|
|
||||||
"ts.info()\n",
|
|
||||||
"\n",
|
|
||||||
"print(ts)\n",
|
|
||||||
"\n",
|
|
||||||
"plot = ts.plot.line(x=\"date\", y=\"my_value\")\n",
|
|
||||||
"plot.xaxis.set_major_locator(md.DayLocator(interval=10))\n",
|
|
||||||
"plot.xaxis.set_major_formatter(md.DateFormatter(\"%d.%m.%Y\"))\n",
|
|
||||||
"plot.tick_params(axis=\"x\", labelrotation=90)"
|
|
||||||
]
|
|
||||||
}
|
|
||||||
],
|
|
||||||
"metadata": {
|
|
||||||
"kernelspec": {
|
|
||||||
"display_name": ".venv",
|
|
||||||
"language": "python",
|
|
||||||
"name": "python3"
|
|
||||||
},
|
|
||||||
"language_info": {
|
|
||||||
"codemirror_mode": {
|
|
||||||
"name": "ipython",
|
|
||||||
"version": 3
|
|
||||||
},
|
|
||||||
"file_extension": ".py",
|
|
||||||
"mimetype": "text/x-python",
|
|
||||||
"name": "python",
|
|
||||||
"nbconvert_exporter": "python",
|
|
||||||
"pygments_lexer": "ipython3",
|
|
||||||
"version": "3.12.5"
|
|
||||||
}
|
|
||||||
},
|
|
||||||
"nbformat": 4,
|
|
||||||
"nbformat_minor": 2
|
|
||||||
}
|
|
2975
poetry.lock
generated
2975
poetry.lock
generated
File diff suppressed because it is too large
Load Diff
@ -1,2 +0,0 @@
|
|||||||
[virtualenvs]
|
|
||||||
in-project = true
|
|
@ -1,22 +0,0 @@
|
|||||||
[tool.poetry]
|
|
||||||
name = "mai"
|
|
||||||
version = "1.0.0"
|
|
||||||
description = "MAI Examples"
|
|
||||||
authors = ["Aleksey Filippov <al.filippov@ulstu.ru>"]
|
|
||||||
readme = "readme.md"
|
|
||||||
package-mode = false
|
|
||||||
|
|
||||||
[tool.poetry.dependencies]
|
|
||||||
python = "^3.12"
|
|
||||||
jupyter = "^1.1.1"
|
|
||||||
numpy = "^2.1.0"
|
|
||||||
pandas = "^2.2.2"
|
|
||||||
matplotlib = "^3.9.2"
|
|
||||||
flask = "^3.0.3"
|
|
||||||
apiflask = "^2.2.0"
|
|
||||||
flask-cors = "^5.0.0"
|
|
||||||
|
|
||||||
|
|
||||||
[build-system]
|
|
||||||
requires = ["poetry-core"]
|
|
||||||
build-backend = "poetry.core.masonry.api"
|
|
55
readme.md
55
readme.md
@ -1,55 +0,0 @@
|
|||||||
## Окружение и примеры для выполнения лабораторных работ по дисциплине "Методы ИИ"
|
|
||||||
|
|
||||||
### Python
|
|
||||||
|
|
||||||
Используется Python версии 3.12
|
|
||||||
|
|
||||||
Установщик https://www.python.org/ftp/python/3.12.5/python-3.12.5-amd64.exe
|
|
||||||
|
|
||||||
### Poetry
|
|
||||||
|
|
||||||
Для создания и настройки окружения проекта необходимо установить poetry
|
|
||||||
|
|
||||||
**Для Windows (Powershell)**
|
|
||||||
|
|
||||||
```
|
|
||||||
(Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python -
|
|
||||||
```
|
|
||||||
|
|
||||||
**Linux, macOS, Windows (WSL)**
|
|
||||||
|
|
||||||
```
|
|
||||||
curl -sSL https://install.python-poetry.org | python3 -
|
|
||||||
```
|
|
||||||
|
|
||||||
**Добавление poetry в PATH**
|
|
||||||
|
|
||||||
1. Открыть настройки переменных среды \
|
|
||||||
\
|
|
||||||
<img src="docs/path1.png" width="300"> \
|
|
||||||
\
|
|
||||||
<img src="docs/path2.png" width="400"> \
|
|
||||||
2. Изменить переменную Path текущего пользователя \
|
|
||||||
\
|
|
||||||
<img src="docs/path3.png" width="500"> \
|
|
||||||
3. Добавление пути `%APPDATA%\Python\Scripts` до исполняемого файла poetry \
|
|
||||||
\
|
|
||||||
<img src="docs/path4.png" width="400">
|
|
||||||
|
|
||||||
### Создание окружения
|
|
||||||
|
|
||||||
```
|
|
||||||
poetry install
|
|
||||||
```
|
|
||||||
|
|
||||||
### Запуск тестового сервиса
|
|
||||||
|
|
||||||
Запустить тестовый сервис можно с помощью VSCode (см. launch.json в каталоге .vscode).
|
|
||||||
|
|
||||||
Также запустить тестовый сервис можно с помощью командной строки:
|
|
||||||
|
|
||||||
1. Активация виртуального окружения -- `poetry shell`
|
|
||||||
|
|
||||||
2. Запуск сервиса -- `python run.py`
|
|
||||||
|
|
||||||
Для выходы из виртуального окружения используется команду `exit`
|
|
16
run.py
16
run.py
@ -1,16 +0,0 @@
|
|||||||
from backend import create_app
|
|
||||||
|
|
||||||
app = create_app()
|
|
||||||
|
|
||||||
|
|
||||||
def __main():
|
|
||||||
app.run(
|
|
||||||
host="127.0.0.1",
|
|
||||||
port=8080,
|
|
||||||
debug=True,
|
|
||||||
use_reloader=False,
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
if __name__ == "__main__":
|
|
||||||
__main()
|
|
1863
test.ipynb
1863
test.ipynb
File diff suppressed because one or more lines are too long
Loading…
Reference in New Issue
Block a user