Nelli Python Data Analytics

Data Analysis and Science using pandas, matplotlib and the Python Programming Language
1. Auflage 2015
ISBN: 978-1-4842-0958-5
Verlag: APRESS
Format: PDF
Kopierschutz: 1 - PDF Watermark

Häufig gestellte Fragen zu E-Books

E-Book, Englisch, 350 Seiten, eBook

Python Data Analytics
1. Auflage 2015, 978-1-4842-0959-2, Buch

Data Analysis and Science using pandas, matplotlib and the Python Programming Language

E-Book, Englisch, 350 Seiten, eBook

ISBN: 978-1-4842-0958-5
Verlag: APRESS
Format: PDF
Kopierschutz: 1 - PDF Watermark

Häufig gestellte Fragen zu E-Books

52,99 €

(inkl. MwSt.)

versandkostenfreie Lieferung
sofort verfügbar

Python Data Analytics will help you tackle the world of data acquisition and analysis using the power of the Python language. At the heart of this book lies the coverage of pandas, an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. Author Fabio Nelli expertly shows the strength of the Python programming language when applied to processing, managing and retrieving information. Inside, you will see how intuitive and flexible it is to discover and communicate meaningful patterns of data using Python scripts, reporting systems, and data export. This book examines how to go about obtaining, processing, storing, managing and analyzing data using the Python programming language. You will use Python and other open source tools to wrangle data and tease out interesting and important trends in that data that will allowyou to predict future patterns. Whether you are dealing with sales data, investment data (stocks, bonds, etc.), medical data, web page usage, or any other type of data set, Python can be used to interpret, analyze, and glean information from a pile of numbers and statistics. This book is an invaluable reference with its examples of storing and accessing data in a database; it walks you through the process of report generation; it provides three real world case studies or examples that you can take with you for your everyday analysis needs.

Nelli Python Data Analytics jetzt bestellen!

Zielgruppe

Popular/general

Autoren/Hrsg.

Nelli, Fabio

Weitere Infos & Material

Inhaltsverzeichnis

1;Contents at a Glance;4
2;Contents;5
3;About the Author;16
4;About the Technical Reviewer;17
5;Acknowledgments;18
6;Chapter 1: An Introduction to Data Analysis;19
6.1; Data Analysis;19
6.2; Knowledge Domains of the Data Analyst;20
6.2.1; Computer Science;20
6.2.2; Mathematics and Statistics;21
6.2.3; Machine Learning and Artificial Intelligence;21
6.2.4; Professional Fields of Application;21
6.3; Understanding the Nature of the Data;22
6.3.1; When the Data Become Information;22
6.3.2; When the Information Becomes Knowledge;22
6.3.3; Types of Data;22
6.4; The Data Analysis Process;23
6.4.1; Problem Definition;23
6.4.2; Data Extraction;24
6.4.3; Data Preparation;25
6.4.4; Data Exploration/Visualization;25
6.4.5; Predictive Modeling;26
6.4.6; Model Validation;26
6.4.7; Deployment;26
6.5; Quantitative and Qualitative Data Analysis;27
6.6; Open Data;28
6.7; Python and Data Analysis;29
6.8; Conclusions;30
7;Chapter 2: Introduction to the Python’s World;31
7.1; Python—The Programming Language;31
7.2; Python—The Interpreter;32
7.2.1; Cython;33
7.2.2; Jython;33
7.2.3; PyPy;33
7.3; Python 2 and Python 3;33
7.4; Installing Python;34
7.5; Python Distributions;34
7.5.1; Anaconda;34
7.5.2; Enthought Canopy;35
7.5.3; Python(x,y);36
7.6; Using Python;36
7.6.1; Python Shell;36
7.6.2; Run an Entire Program Code;36
7.6.3; Implement the Code Using an IDE;37
7.6.4; Interact with Python;37
7.7; Writing Python Code;37
7.7.1; Make Calculations;38
7.7.2; Import New Libraries and Functions;38
7.7.2.1;Data Structure;39
7.7.3; Functional Programming (Only for Python 3.4);40
7.7.4; Indentation;42
7.8; IPython;42
7.8.1; IPython Shell;42
7.8.2; IPython Qt-Console;44
7.8.2.1;IPython Notebook;44
7.8.2.2;The Jupyter Project;45
7.9; PyPI—The Python Package Index;46
7.10; The IDEs for Python;46
7.10.1; IDLE (Integrated DeveLopment Environment);47
7.10.2; Spyder;47
7.10.3; Eclipse (pyDev);48
7.10.4; Sublime;48
7.10.5; Liclipse;49
7.10.6; NinjaIDE;50
7.10.7; Komodo IDE;50
7.11; SciPy;50
7.11.1; NumPy;51
7.11.2; Pandas;51
7.11.3; matplotlib;52
7.12; Conclusions;52
8;Chapter 3: The NumPy Library;53
8.1; NumPy: A Little History;53
8.2; The NumPy Installation;53
8.3; Ndarray: The Heart of the Library;54
8.3.1; Create an Array;55
8.3.2; Types of Data;56
8.3.3; The dtype Option;57
8.3.4; Intrinsic Crea tion of an Array;57
8.4; Basic Operations;58
8.4.1; Arit hmetic Operators;59
8.4.2; The M atrix Product;60
8.4.3; Increm ent and Decrement Operators;61
8.4.4; Universal Functions (ufunc);62
8.4.5; Aggregat e Functions;62
8.5; Indexing, Slicing, and Iterating;63
8.5.1; Indexing;63
8.5.2; Slicing;64
8.5.3; Iterating an Array;66
8.6; Conditions an d Boolean Arrays;68
8.7; Shape Manipulation;68
8.8; Array Manipulation;69
8.8.1; Joining Arrays;69
8.8.2; Splitting Arrays;70
8.9; General Concepts;72
8.9.1; Copies or Views of Objects;72
8.9.2; Vectorization;73
8.9.3; Broadcasting;73
8.10; Structured Arrays;76
8.11; Reading and Writing Array Data on Files;77
8.11.1; Loading and Saving Data in Binary Files;77
8.11.2; Reading File with T abular Data;78
8.12; Conclusions;79
9;Chapter 4: The pandas Library—An Introduction;80
9.1; pandas: The Python Data Analysis Library;80
9.2; Installation;81
9.2.1; Installation from Anaconda;81
9.2.2; Installation from PyPI;82
9.2.3; Installation on Linux;82
9.2.4; Installation from Source;83
9.2.5; A Module Repository for Windows;83
9.3; Test Your pandas Installation;83
9.4; Getting Started with pandas;84
9.5; Introduction to pandas Data Structures;84
9.5.1; The Series;85
9.5.1.1;Declaring a Series;85
9.5.1.2;Selecting the Internal Elements;86
9.5.1.3; Assigning Values to the Elements;87
9.5.1.4;Defining Series from NumPy Arrays and Other Series;87
9.5.1.5; Filtering Values;88
9.5.1.6; Operations and Mathematical Functions;88
9.5.1.7; Evaluating Values;89
9.5.1.8; NaN Values;90
9.5.1.9;Series as Dictionaries;91
9.5.1.10;Operations between Series;91
9.5.2; The DataFrame;92
9.5.2.1;Defining a DataFrame;92
9.5.2.2; Selecting Elements;94
9.5.2.3; Assigning Values;95
9.5.2.4;Membership of a Value;97
9.5.2.5;Deleting a Column;97
9.5.2.6; Filtering;97
9.5.2.7;DataFrame from Nested dict;98
9.5.2.8; Transposition of a DataFrame;98
9.5.3; The Index Objects;98
9.5.3.1;Methods on Index;99
9.5.3.2;Index with Duplicate Labels;99
9.6; Other Functionalities on Indexes;100
9.6.1; Reindexing;100
9.6.2; Dropping;102
9.6.3; Arithmetic and Data Alignment;103
9.7; Operations between Data Structures;104
9.7.1; Flexible Arithmetic Methods;105
9.7.2; Operations between DataFrame and Series;105
9.8; Function Application and Mapping;106
9.8.1; Functions by Element;106
9.8.2; Functions by Row or Column;107
9.8.3; Statistics Functions;108
9.9; Sorting and Ranking;108
9.10; Correlation and Covariance;111
9.11; “Not a Number” Data;112
9.11.1; Assigning a NaN Value;113
9.11.2; Filtering Out NaN Values;113
9.11.3; Filling in NaN Occurrences;114
9.12; Hierarchical Indexing and Leveling;114
9.12.1; Reordering and Sorting Levels;117
9.12.2; Summary Statistic by Level;117
9.13; Conclusions;118
10;Chapter 5: pandas: Reading and Writing Data;119
10.1; I/O API Tools;119
10.2; CSV and Textual Files;120
10.3; Reading Data in CSV or Text Files;120
10.3.1; Using RegExp for Parsing TXT Files;122
10.3.2; Reading TXT Files into Parts or Partially;124
10.3.3; Writing Data in CSV;125
10.4; Reading and Writing HTML Files;127
10.4.1; Writing Data in HTML;127
10.4.2; Reading Data from an HTML File;129
10.5; Reading Data from XML;130
10.6; Reading and Writing Data on Microsoft Excel Files;132
10.7; JSON Data;134
10.8; The Format HDF5;137
10.9; Pickle—Python Object Serialization;138
10.9.1; Serialize a Python Object with cPickle;138
10.9.2; Pickling with pandas;139
10.10; Interacting with Databases;140
10.10.1; Loading and Writing Data with SQLite3;140
10.10.2; Loading and Writing Data with PostgreSQL;142
10.11; Reading and Writing Data with a NoSQL Database: MongoDB;144
10.12; Conclusions;146
11;Chapter 6: pandas in Depth: Data Manipulation;147
11.1; Data Preparation;147
11.1.1; Merging;148
11.1.1.1;Merging on Index;151
11.2; Concatenating;152
11.2.1; Combining;155
11.2.2; Pivoting;156
11.2.2.1;Pivoting with Hierarchical Indexing;156
11.2.2.2;Pivoting from “Long” to “Wide” Format;157
11.2.3; Removing;158
11.3; Data Transformation;159
11.3.1; Removing Duplicates;159
11.3.2; Mapping;160
11.3.2.1;Replacing Values via Mapping;160
11.3.2.2;Adding Values via Mapping;161
11.3.2.3;Rename the Indexes of the Axes;162
11.4; Discretization and Binning;164
11.4.1; Detecting and Filtering Outliers;167
11.5; Permutation;168
11.5.1;BookmarkLevel: 3BookmarkPageNumber: 168BookmarkBeginBookmarkTitle: Random SamplingBookmarkLevel: 4BookmarkPageNumber: 168BookmarkBeginBookmarkTitle: String ManipulationBookmarkLevel: 2BookmarkPageNumber: 169BookmarkBeginBookmarkTitle: Built-in Methods for Manipulation of StringsBookmarkLevel: 3BookmarkPageNumber: 169BookmarkBeginBookmarkTitle: Regular ExpressionsBookmarkLevel: 3BookmarkPageNumber: 171BookmarkBeginBookmarkTitle: Data AggregationBookmarkLevel: 2BookmarkPageNumber: 172BookmarkBeginBookmarkTitle: GroupByBookmarkLevel: 3BookmarkPageNumber: 173BookmarkBeginBookmarkTitle: A Practical ExampleBookmarkLevel: 3BookmarkPageNumber: 174BookmarkBeginBookmarkTitle: Hierarchical GroupingBookmarkLevel: 3BookmarkPageNumber: 175BookmarkBeginBookmarkTitle: Group IterationBookmarkLevel: 2BookmarkPageNumber: 176BookmarkBeginBookmarkTitle: Chain of TransformationsBookmarkLevel: 3BookmarkPageNumber: 176BookmarkBeginBookmarkTitle: Functions on GroupsBookmarkLevel: 3BookmarkPageNumber: 177BookmarkBeginBookmarkTitle: Advanced Data AggregationBookmarkLevel: 2BookmarkPageNumber: 178BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 181BookmarkBeginBookmarkTitle: Chapter 7: Data Visualization with matplotlibBookmarkLevel: 1BookmarkPageNumber: 182BookmarkBeginBookmarkTitle: The matplotlib LibraryBookmarkLevel: 2BookmarkPageNumber: 182BookmarkBeginBookmarkTitle: InstallationBookmarkLevel: 2BookmarkPageNumber: 183BookmarkBeginBookmarkTitle: IPython and IPython QtConsoleBookmarkLevel: 2BookmarkPageNumber: 183BookmarkBeginBookmarkTitle: matplotlib ArchitectureBookmarkLevel: 2BookmarkPageNumber: 185BookmarkBeginBookmarkTitle: Backend LayerBookmarkLevel: 3BookmarkPageNumber: 185BookmarkBeginBookmarkTitle: Artist LayerBookmarkLevel: 3BookmarkPageNumber: 186BookmarkBeginBookmarkTitle: Scripting Layer (pyplot)BookmarkLevel: 3BookmarkPageNumber: 187BookmarkBeginBookmarkTitle: pylab and pyplotBookmarkLevel: 3BookmarkPageNumber: 187BookmarkBeginBookmarkTitle: pyplotBookmarkLevel: 2BookmarkPageNumber: 188BookmarkBeginBookmarkTitle: A Simple Interactive ChartBookmarkLevel: 3BookmarkPageNumber: 188BookmarkBeginBookmarkTitle: Set the Properties of the PlotBookmarkLevel: 3BookmarkPageNumber: 192BookmarkBeginBookmarkTitle: matplotlib and NumPyBookmarkLevel: 3BookmarkPageNumber: 194BookmarkBeginBookmarkTitle: Using the kwargsBookmarkLevel: 2BookmarkPageNumber: 196BookmarkBeginBookmarkTitle: Working with Multiple Figures and AxesBookmarkLevel: 3BookmarkPageNumber: 197BookmarkBeginBookmarkTitle: Adding Further Elements to the ChartBookmarkLevel: 2BookmarkPageNumber: 199BookmarkBeginBookmarkTitle: Adding TextBookmarkLevel: 3BookmarkPageNumber: 199BookmarkBeginBookmarkTitle: Adding a GridBookmarkLevel: 3BookmarkPageNumber: 203BookmarkBeginBookmarkTitle: Adding a LegendBookmarkLevel: 3BookmarkPageNumber: 204BookmarkBeginBookmarkTitle: Saving Your ChartsBookmarkLevel: 2BookmarkPageNumber: 207BookmarkBeginBookmarkTitle: Saving the CodeBookmarkLevel: 3BookmarkPageNumber: 207BookmarkBeginBookmarkTitle: Converting Your Session as an HTML FileBookmarkLevel: 3BookmarkPageNumber: 208BookmarkBeginBookmarkTitle: Saving Your Chart Directly as an ImageBookmarkLevel: 3BookmarkPageNumber: 210BookmarkBeginBookmarkTitle: Handling Date ValuesBookmarkLevel: 2BookmarkPageNumber: 211BookmarkBeginBookmarkTitle: Chart TypologyBookmarkLevel: 2BookmarkPageNumber: 213BookmarkBeginBookmarkTitle: Line ChartBookmarkLevel: 2BookmarkPageNumber: 213BookmarkBeginBookmarkTitle: Line Charts with pandasBookmarkLevel: 3BookmarkPageNumber: 220BookmarkBeginBookmarkTitle: HistogramBookmarkLevel: 2BookmarkPageNumber: 221BookmarkBeginBookmarkTitle: Bar ChartBookmarkLevel: 2BookmarkPageNumber: 222BookmarkBeginBookmarkTitle: Horizontal Bar ChartBookmarkLevel: 3BookmarkPageNumber: 225BookmarkBeginBookmarkTitle: Multiserial Bar ChartBookmarkLevel: 3BookmarkPageNumber: 226BookmarkBeginBookmarkTitle: Multiseries Bar Chart with pandas DataFrameBookmarkLevel: 3BookmarkPageNumber: 228BookmarkBeginBookmarkTitle: Multiseries Stacked Bar ChartsBookmarkLevel: 3BookmarkPageNumber: 230BookmarkBeginBookmarkTitle: Stacked Bar Charts with pandas DataFrameBookmarkLevel: 3BookmarkPageNumber: 232BookmarkBeginBookmarkTitle: Other Bar Chart RepresentationsBookmarkLevel: 3BookmarkPageNumber: 233BookmarkBeginBookmarkTitle: Pie ChartsBookmarkLevel: 2BookmarkPageNumber: 234BookmarkBeginBookmarkTitle: Pie Charts with pandas DataFrameBookmarkLevel: 3BookmarkPageNumber: 237BookmarkBeginBookmarkTitle: Advanced ChartsBookmarkLevel: 2BookmarkPageNumber: 238BookmarkBeginBookmarkTitle: Contour PlotBookmarkLevel: 3BookmarkPageNumber: 238BookmarkBeginBookmarkTitle: Polar ChartBookmarkLevel: 3BookmarkPageNumber: 240BookmarkBeginBookmarkTitle: mplot3dBookmarkLevel: 2BookmarkPageNumber: 242BookmarkBeginBookmarkTitle: 3D SurfacesBookmarkLevel: 3BookmarkPageNumber: 242BookmarkBeginBookmarkTitle: Scatter Plot in 3DBookmarkLevel: 3BookmarkPageNumber: 244BookmarkBeginBookmarkTitle: Bar Chart 3DBookmarkLevel: 3BookmarkPageNumber: 245BookmarkBeginBookmarkTitle: Multi-Panel PlotsBookmarkLevel: 2BookmarkPageNumber: 246BookmarkBeginBookmarkTitle: Display Subplots within Other SubplotsBookmarkLevel: 3BookmarkPageNumber: 246BookmarkBeginBookmarkTitle: Grids of SubplotsBookmarkLevel: 3BookmarkPageNumber: 248BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 250BookmarkBeginBookmarkTitle: Chapter 8: Machine Learning with scikit-learnBookmarkLevel: 1BookmarkPageNumber: 251BookmarkBeginBookmarkTitle: The scikit-learn LibraryBookmarkLevel: 2BookmarkPageNumber: 251BookmarkBeginBookmarkTitle: Machine LearningBookmarkLevel: 2BookmarkPageNumber: 251BookmarkBeginBookmarkTitle: Supervised and Unsupervised LearningBookmarkLevel: 3BookmarkPageNumber: 251BookmarkBeginBookmarkTitle: Training Set and Testing SetBookmarkLevel: 3BookmarkPageNumber: 252BookmarkBeginBookmarkTitle: Supervised Learning with scikit-learnBookmarkLevel: 2BookmarkPageNumber: 252BookmarkBeginBookmarkTitle: The Iris Flower DatasetBookmarkLevel: 2BookmarkPageNumber: 252BookmarkBeginBookmarkTitle: The PCA DecompositionBookmarkLevel: 3BookmarkPageNumber: 256BookmarkBeginBookmarkTitle: K-Nearest Neighbors ClassifierBookmarkLevel: 2BookmarkPageNumber: 258BookmarkBeginBookmarkTitle: Diabetes DatasetBookmarkLevel: 2BookmarkPageNumber: 261BookmarkBeginBookmarkTitle: Linear Regression: The Least Square RegressionBookmarkLevel: 2BookmarkPageNumber: 262BookmarkBeginBookmarkTitle: Support Vector Machines (SVMs)BookmarkLevel: 2BookmarkPageNumber: 267BookmarkBeginBookmarkTitle: Support Vector Classification ( SVC)BookmarkLevel: 3BookmarkPageNumber: 267BookmarkBeginBookmarkTitle: Nonlinear SVCBookmarkLevel: 3BookmarkPageNumber: 271BookmarkBeginBookmarkTitle: Plotting Different SVM Classifiers Using the Iris DatasetBookmarkLevel: 3BookmarkPageNumber: 273BookmarkBeginBookmarkTitle: Support Vector Regression (SVR)BookmarkLevel: 3BookmarkPageNumber: 276BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 278BookmarkBeginBookmarkTitle: Chapter 9: An Example—Meteorological DataBookmarkLevel: 1BookmarkPageNumber: 279BookmarkBeginBookmarkTitle: A Hypothesis to Be Tested: The Influence of the Proximity of the SeaBookmarkLevel: 2BookmarkPageNumber: 279BookmarkBeginBookmarkTitle: The System in the Study: The Adriatic Sea and the Po ValleyBookmarkLevel: 3BookmarkPageNumber: 279BookmarkBeginBookmarkTitle: Data SourceBookmarkLevel: 2BookmarkPageNumber: 282BookmarkBeginBookmarkTitle: Data Analysis on IPython NotebookBookmarkLevel: 2BookmarkPageNumber: 284BookmarkBeginBookmarkTitle: The RoseWindBookmarkLevel: 2BookmarkPageNumber: 298BookmarkBeginBookmarkTitle: Calculating the Distribution of the Wind Speed MeansBookmarkLevel: 3BookmarkPageNumber: 301BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 302BookmarkBeginBookmarkTitle: Chapter 10: Embedding the JavaScript D3 Library in IPython NotebookBookmarkLevel: 1BookmarkPageNumber: 303BookmarkBeginBookmarkTitle: The Open Data Source for DemographicsBookmarkLevel: 2BookmarkPageNumber: 303BookmarkBeginBookmarkTitle: The JavaScript D3 LibraryBookmarkLevel: 2BookmarkPageNumber: 307BookmarkBeginBookmarkTitle: Drawing a Clustered Bar ChartBookmarkLevel: 2BookmarkPageNumber: 310BookmarkBeginBookmarkTitle: The Choropleth MapsBookmarkLevel: 2BookmarkPageNumber: 314BookmarkBeginBookmarkTitle: The Choropleth Map of the US Population in 2014BookmarkLevel: 2BookmarkPageNumber: 318BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 323BookmarkBeginBookmarkTitle: Chapter 11: Recognizing Handwritten DigitsBookmarkLevel: 1BookmarkPageNumber: 324BookmarkBeginBookmarkTitle: Handwriting RecognitionBookmarkLevel: 2BookmarkPageNumber: 324BookmarkBeginBookmarkTitle: Recognizing Handwritten Digits with scikit-learnBookmarkLevel: 2BookmarkPageNumber: 324BookmarkBeginBookmarkTitle: The Digits DatasetBookmarkLevel: 2BookmarkPageNumber: 325BookmarkBeginBookmarkTitle: Learning and PredictingBookmarkLevel: 2BookmarkPageNumber: 328BookmarkBeginBookmarkTitle: ConclusionsBookmarkLevel: 2BookmarkPageNumber: 329BookmarkBeginBookmarkTitle: Appendix A: Writing Mathematical Expressions with LaTeXBookmarkLevel: 1BookmarkPageNumber: 330BookmarkBeginBookmarkTitle: With matplotlibBookmarkLevel: 2BookmarkPageNumber: 330BookmarkBeginBookmarkTitle: With IPython Notebook in a Markdown CellBookmarkLevel: 2BookmarkPageNumber: 330BookmarkBeginBookmarkTitle: With IPython Notebook in a Python 2 CellBookmarkLevel: 2BookmarkPageNumber: 330BookmarkBeginBookmarkTitle: Subscripts and SuperscriptsBookmarkLevel: 2BookmarkPageNumber: 331BookmarkBeginBookmarkTitle: Fractions, Binomials, and Stacked NumbersBookmarkLevel: 2BookmarkPageNumber: 331BookmarkBeginBookmarkTitle: RadicalsBookmarkLevel: 2BookmarkPageNumber: 331BookmarkBeginBookmarkTitle: FontsBookmarkLevel: 2BookmarkPageNumber: 332BookmarkBeginBookmarkTitle: AccentsBookmarkLevel: 2BookmarkPageNumber: 332BookmarkBeginBookmarkTitle: Appendix B: Open Data SourcesBookmarkLevel: 1BookmarkPageNumber: 340BookmarkBeginBookmarkTitle: Political and Government DataBookmarkLevel: 2BookmarkPageNumber: 340BookmarkBeginBookmarkTitle: Health DataBookmarkLevel: 2BookmarkPageNumber: 341BookmarkBeginBookmarkTitle: Social DataBookmarkLevel: 2BookmarkPageNumber: 341BookmarkBeginBookmarkTitle: Miscellaneous and Public Data SetsBookmarkLevel: 2BookmarkPageNumber: 342BookmarkBeginBookmarkTitle: Financial DataBookmarkLevel: 2BookmarkPageNumber: 342BookmarkBeginBookmarkTitle: Climatic DataBookmarkLevel: 2BookmarkPageNumber: 342BookmarkBeginBookmarkTitle: Sports DataBookmarkLevel: 2BookmarkPageNumber: 343BookmarkBeginBookmarkTitle: Publications, Newspapers, and BooksBookmarkLevel: 2BookmarkPageNumber: 343BookmarkBeginBookmarkTitle: Musical DataBookmarkLevel: 2BookmarkPageNumber: 343BookmarkBeginBookmarkTitle: IndexBookmarkLevel: 1BookmarkPageNumber: 344PageMediaBeginPageMediaNumber: 1PageMediaRotation: 0PageMediaRect: 0 0 504.06 720PageMediaDimensions: 504.06 720PageMediaBeginPageMediaNumber: 2PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 3PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 4PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 5PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 6PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 7PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 8PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 9PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 10PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 11PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 12PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 13PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 14PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 15PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 16PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 17PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 18PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 19PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 20PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 21PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 22PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 23PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 24PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 25PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 26PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 27PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 28PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 29PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 30PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 31PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 32PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 33PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 34PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 35PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 36PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 37PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 38PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 39PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 40PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 41PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 42PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 43PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 44PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 45PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 46PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 47PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 48PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 49PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 50PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 51PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 52PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 53PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 54PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 55PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 56PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 57PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 58PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 59PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 60PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 61PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 62PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 63PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 64PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 65PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 66PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 67PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 68PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 69PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 70PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 71PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 72PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 73PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 74PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 75PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 76PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 77PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 78PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 79PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 80PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 81PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 82PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 83PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 84PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 85PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 86PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 87PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 88PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 89PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 90PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 91PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 92PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 93PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 94PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 95PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 96PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 97PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 98PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 99PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 100PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 101PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 102PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 103PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 104PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 105PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 106PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 107PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 108PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 109PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 110PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 111PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 112PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 113PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 114PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 115PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 116PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 117PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 118PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 119PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 120PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 121PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 122PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 123PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 124PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 125PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 126PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 127PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 128PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 129PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 130PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 131PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 132PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 133PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 134PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 135PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 136PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 137PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 138PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 139PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 140PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 141PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 142PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 143PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 144PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 145PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 146PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 147PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 148PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 149PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 150PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 151PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 152PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 153PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 154PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 155PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 156PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 157PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 158PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 159PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 160PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 161PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 162PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 163PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 164PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 165PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 166PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 167PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 168PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 169PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 170PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 171PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 172PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 173PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 174PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 175PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 176PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 177PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 178PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 179PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 180PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 181PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 182PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 183PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 184PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 185PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 186PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 187PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 188PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 189PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 190PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 191PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 192PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 193PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 194PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 195PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 196PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 197PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 198PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 199PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 200PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 201PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 202PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 203PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 204PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 205PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 206PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 207PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 208PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 209PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 210PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 211PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 212PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 213PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 214PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 215PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 216PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 217PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 218PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 219PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 220PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 221PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 222PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 223PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 224PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 225PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 226PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 227PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 228PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 229PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 230PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 231PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 232PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 233PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 234PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 235PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 236PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 237PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 238PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 239PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 240PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 241PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 242PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 243PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 244PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 245PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 246PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 247PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 248PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 249PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 250PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 251PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 252PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 253PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 254PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 255PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 256PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 257PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 258PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 259PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 260PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 261PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 262PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 263PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 264PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 265PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 266PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 267PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 268PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 269PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 270PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 271PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 272PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 273PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 274PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 275PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 276PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 277PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 278PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 279PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 280PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 281PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 282PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 283PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 284PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 285PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 286PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 287PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 288PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 289PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 290PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 291PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 292PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 293PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 294PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 295PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 296PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 297PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 298PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 299PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 300PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 301PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 302PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 303PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 304PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 305PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 306PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 307PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 308PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 309PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 310PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 311PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 312PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 313PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 314PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 315PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 316PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 317PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 318PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 319PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 320PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 321PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 322PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 323PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 324PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 325PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 326PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 327PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 328PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 329PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 330PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 331PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 332PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 333PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 334PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 335PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 336PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 337PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 338PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 339PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 340PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 341PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 342PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 343PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 344PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 345PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 346PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 347PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 348PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 349PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageMediaBeginPageMediaNumber: 350PageMediaRotation: 0PageMediaRect: 0 0 504 720PageMediaDimensions: 504 720PageLabelBeginPageLabelNewIndex: 01PageLabelStart: 1PageLabelPrefix: C1PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 11PageLabelStart: 1PageLabelPrefix: iPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 21PageLabelStart: 1PageLabelPrefix: iiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 31PageLabelStart: 1PageLabelPrefix: iiiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 41PageLabelStart: 1PageLabelPrefix: vPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 51PageLabelStart: 1PageLabelPrefix: viPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 61PageLabelStart: 1PageLabelPrefix: viiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 71PageLabelStart: 1PageLabelPrefix: viiiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 81PageLabelStart: 1PageLabelPrefix: ixPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 91PageLabelStart: 1PageLabelPrefix: xPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 101PageLabelStart: 1PageLabelPrefix: xiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 111PageLabelStart: 1PageLabelPrefix: xiiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 121PageLabelStart: 1PageLabelPrefix: xiiiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 131PageLabelStart: 1PageLabelPrefix: xivPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 141PageLabelStart: 1PageLabelPrefix: xvPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 151PageLabelStart: 1PageLabelPrefix: xviiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 161PageLabelStart: 1PageLabelPrefix: xixPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 171PageLabelStart: 1PageLabelPrefix: xxiPageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 181PageLabelStart: 1PageLabelPrefix: 1PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 191PageLabelStart: 1PageLabelPrefix: 2PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 201PageLabelStart: 1PageLabelPrefix: 3PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 211PageLabelStart: 1PageLabelPrefix: 4PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 221PageLabelStart: 1PageLabelPrefix: 5PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 231PageLabelStart: 1PageLabelPrefix: 6PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 241PageLabelStart: 1PageLabelPrefix: 7PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 251PageLabelStart: 1PageLabelPrefix: 8PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 261PageLabelStart: 1PageLabelPrefix: 9PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 271PageLabelStart: 1PageLabelPrefix: 10PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 281PageLabelStart: 1PageLabelPrefix: 11PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 291PageLabelStart: 1PageLabelPrefix: 12PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 301PageLabelStart: 1PageLabelPrefix: 13PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 311PageLabelStart: 1PageLabelPrefix: 14PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 321PageLabelStart: 1PageLabelPrefix: 15PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 331PageLabelStart: 1PageLabelPrefix: 16PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 341PageLabelStart: 1PageLabelPrefix: 17PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 351PageLabelStart: 1PageLabelPrefix: 18PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 361PageLabelStart: 1PageLabelPrefix: 19PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 371PageLabelStart: 1PageLabelPrefix: 20PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 381PageLabelStart: 1PageLabelPrefix: 21PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 391PageLabelStart: 1PageLabelPrefix: 22PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 401PageLabelStart: 1PageLabelPrefix: 23PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 411PageLabelStart: 1PageLabelPrefix: 24PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 421PageLabelStart: 1PageLabelPrefix: 25PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 431PageLabelStart: 1PageLabelPrefix: 26PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 441PageLabelStart: 1PageLabelPrefix: 27PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 451PageLabelStart: 1PageLabelPrefix: 28PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 461PageLabelStart: 1PageLabelPrefix: 29PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 471PageLabelStart: 1PageLabelPrefix: 30PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 481PageLabelStart: 1PageLabelPrefix: 31PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 491PageLabelStart: 1PageLabelPrefix: 32PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 501PageLabelStart: 1PageLabelPrefix: 33PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 511PageLabelStart: 1PageLabelPrefix: 34PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 521PageLabelStart: 1PageLabelPrefix: 35PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 531PageLabelStart: 1PageLabelPrefix: 36PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 541PageLabelStart: 1PageLabelPrefix: 37PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 551PageLabelStart: 1PageLabelPrefix: 38PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 561PageLabelStart: 1PageLabelPrefix: 39PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 571PageLabelStart: 1PageLabelPrefix: 40PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 581PageLabelStart: 1PageLabelPrefix: 41PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 591PageLabelStart: 1PageLabelPrefix: 42PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 601PageLabelStart: 1PageLabelPrefix: 43PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 611PageLabelStart: 1PageLabelPrefix: 44PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 621PageLabelStart: 1PageLabelPrefix: 45PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 631PageLabelStart: 1PageLabelPrefix: 46PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 641PageLabelStart: 1PageLabelPrefix: 47PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 651PageLabelStart: 1PageLabelPrefix: 48PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 661PageLabelStart: 1PageLabelPrefix: 49PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 671PageLabelStart: 1PageLabelPrefix: 50PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 681PageLabelStart: 1PageLabelPrefix: 51PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 691PageLabelStart: 1PageLabelPrefix: 52PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 701PageLabelStart: 1PageLabelPrefix: 53PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 711PageLabelStart: 1PageLabelPrefix: 54PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 721PageLabelStart: 1PageLabelPrefix: 55PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 731PageLabelStart: 1PageLabelPrefix: 56PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 741PageLabelStart: 1PageLabelPrefix: 57PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 751PageLabelStart: 1PageLabelPrefix: 58PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 761PageLabelStart: 1PageLabelPrefix: 59PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 771PageLabelStart: 1PageLabelPrefix: 60PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 781PageLabelStart: 1PageLabelPrefix: 61PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 791PageLabelStart: 1PageLabelPrefix: 63PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 801PageLabelStart: 1PageLabelPrefix: 64PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 811PageLabelStart: 1PageLabelPrefix: 65PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 821PageLabelStart: 1PageLabelPrefix: 66PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 831PageLabelStart: 1PageLabelPrefix: 67PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 841PageLabelStart: 1PageLabelPrefix: 68PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 851PageLabelStart: 1PageLabelPrefix: 69PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 861PageLabelStart: 1PageLabelPrefix: 70PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 871PageLabelStart: 1PageLabelPrefix: 71PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 881PageLabelStart: 1PageLabelPrefix: 72PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 891PageLabelStart: 1PageLabelPrefix: 73PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 901PageLabelStart: 1PageLabelPrefix: 74PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 911PageLabelStart: 1PageLabelPrefix: 75PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 921PageLabelStart: 1PageLabelPrefix: 76PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 931PageLabelStart: 1PageLabelPrefix: 77PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 941PageLabelStart: 1PageLabelPrefix: 78PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 951PageLabelStart: 1PageLabelPrefix: 79PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 961PageLabelStart: 1PageLabelPrefix: 80PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 971PageLabelStart: 1PageLabelPrefix: 81PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 981PageLabelStart: 1PageLabelPrefix: 82PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 991PageLabelStart: 1PageLabelPrefix: 83PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1001PageLabelStart: 1PageLabelPrefix: 84PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1011PageLabelStart: 1PageLabelPrefix: 85PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1021PageLabelStart: 1PageLabelPrefix: 86PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1031PageLabelStart: 1PageLabelPrefix: 87PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1041PageLabelStart: 1PageLabelPrefix: 88PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1051PageLabelStart: 1PageLabelPrefix: 89PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1061PageLabelStart: 1PageLabelPrefix: 90PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1071PageLabelStart: 1PageLabelPrefix: 91PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1081PageLabelStart: 1PageLabelPrefix: 92PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1091PageLabelStart: 1PageLabelPrefix: 93PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1101PageLabelStart: 1PageLabelPrefix: 94PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1111PageLabelStart: 1PageLabelPrefix: 95PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1121PageLabelStart: 1PageLabelPrefix: 96PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1131PageLabelStart: 1PageLabelPrefix: 97PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1141PageLabelStart: 1PageLabelPrefix: 98PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1151PageLabelStart: 1PageLabelPrefix: 99PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1161PageLabelStart: 1PageLabelPrefix: 100PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1171PageLabelStart: 1PageLabelPrefix: 101PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1181PageLabelStart: 1PageLabelPrefix: 103PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1191PageLabelStart: 1PageLabelPrefix: 104PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1201PageLabelStart: 1PageLabelPrefix: 105PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1211PageLabelStart: 1PageLabelPrefix: 106PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1221PageLabelStart: 1PageLabelPrefix: 107PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1231PageLabelStart: 1PageLabelPrefix: 108PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1241PageLabelStart: 1PageLabelPrefix: 109PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1251PageLabelStart: 1PageLabelPrefix: 110PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1261PageLabelStart: 1PageLabelPrefix: 111PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1271PageLabelStart: 1PageLabelPrefix: 112PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1281PageLabelStart: 1PageLabelPrefix: 113PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1291PageLabelStart: 1PageLabelPrefix: 114PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1301PageLabelStart: 1PageLabelPrefix: 115PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1311PageLabelStart: 1PageLabelPrefix: 116PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1321PageLabelStart: 1PageLabelPrefix: 117PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1331PageLabelStart: 1PageLabelPrefix: 118PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1341PageLabelStart: 1PageLabelPrefix: 119PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1351PageLabelStart: 1PageLabelPrefix: 120PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1361PageLabelStart: 1PageLabelPrefix: 121PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1371PageLabelStart: 1PageLabelPrefix: 122PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1381PageLabelStart: 1PageLabelPrefix: 123PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1391PageLabelStart: 1PageLabelPrefix: 124PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1401PageLabelStart: 1PageLabelPrefix: 125PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1411PageLabelStart: 1PageLabelPrefix: 126PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1421PageLabelStart: 1PageLabelPrefix: 127PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1431PageLabelStart: 1PageLabelPrefix: 128PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1441PageLabelStart: 1PageLabelPrefix: 129PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1451PageLabelStart: 1PageLabelPrefix: 130PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1461PageLabelStart: 1PageLabelPrefix: 131PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1471PageLabelStart: 1PageLabelPrefix: 132PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1481PageLabelStart: 1PageLabelPrefix: 133PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1491PageLabelStart: 1PageLabelPrefix: 134PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1501PageLabelStart: 1PageLabelPrefix: 135PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1511PageLabelStart: 1PageLabelPrefix: 136PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1521PageLabelStart: 1PageLabelPrefix: 137PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1531PageLabelStart: 1PageLabelPrefix: 138PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1541PageLabelStart: 1PageLabelPrefix: 139PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1551PageLabelStart: 1PageLabelPrefix: 140PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1561PageLabelStart: 1PageLabelPrefix: 141PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1571PageLabelStart: 1PageLabelPrefix: 142PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1581PageLabelStart: 1PageLabelPrefix: 143PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1591PageLabelStart: 1PageLabelPrefix: 144PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1601PageLabelStart: 1PageLabelPrefix: 145PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1611PageLabelStart: 1PageLabelPrefix: 146PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1621PageLabelStart: 1PageLabelPrefix: 147PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1631PageLabelStart: 1PageLabelPrefix: 148PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1641PageLabelStart: 1PageLabelPrefix: 149PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1651PageLabelStart: 1PageLabelPrefix: 150PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1661PageLabelStart: 1PageLabelPrefix: 151PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1671PageLabelStart: 1PageLabelPrefix: 152PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1681PageLabelStart: 1PageLabelPrefix: 153PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1691PageLabelStart: 1PageLabelPrefix: 154PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1701PageLabelStart: 1PageLabelPrefix: 155PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1711PageLabelStart: 1PageLabelPrefix: 156PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1721PageLabelStart: 1PageLabelPrefix: 157PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1731PageLabelStart: 1PageLabelPrefix: 158PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1741PageLabelStart: 1PageLabelPrefix: 159PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1751PageLabelStart: 1PageLabelPrefix: 160PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1761PageLabelStart: 1PageLabelPrefix: 161PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1771PageLabelStart: 1PageLabelPrefix: 162PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1781PageLabelStart: 1PageLabelPrefix: 163PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1791PageLabelStart: 1PageLabelPrefix: 164PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1801PageLabelStart: 1PageLabelPrefix: 165PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1811PageLabelStart: 1PageLabelPrefix: 167PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1821PageLabelStart: 1PageLabelPrefix: 168PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1831PageLabelStart: 1PageLabelPrefix: 169PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1841PageLabelStart: 1PageLabelPrefix: 170PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1851PageLabelStart: 1PageLabelPrefix: 171PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1861PageLabelStart: 1PageLabelPrefix: 172PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1871PageLabelStart: 1PageLabelPrefix: 173PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1881PageLabelStart: 1PageLabelPrefix: 174PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1891PageLabelStart: 1PageLabelPrefix: 175PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1901PageLabelStart: 1PageLabelPrefix: 176PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1911PageLabelStart: 1PageLabelPrefix: 177PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1921PageLabelStart: 1PageLabelPrefix: 178PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1931PageLabelStart: 1PageLabelPrefix: 179PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1941PageLabelStart: 1PageLabelPrefix: 180PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1951PageLabelStart: 1PageLabelPrefix: 181PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1961PageLabelStart: 1PageLabelPrefix: 182PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1971PageLabelStart: 1PageLabelPrefix: 183PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1981PageLabelStart: 1PageLabelPrefix: 184PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 1991PageLabelStart: 1PageLabelPrefix: 185PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2001PageLabelStart: 1PageLabelPrefix: 186PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2011PageLabelStart: 1PageLabelPrefix: 187PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2021PageLabelStart: 1PageLabelPrefix: 188PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2031PageLabelStart: 1PageLabelPrefix: 189PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2041PageLabelStart: 1PageLabelPrefix: 190PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2051PageLabelStart: 1PageLabelPrefix: 191PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2061PageLabelStart: 1PageLabelPrefix: 192PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2071PageLabelStart: 1PageLabelPrefix: 193PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2081PageLabelStart: 1PageLabelPrefix: 194PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2091PageLabelStart: 1PageLabelPrefix: 195PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2101PageLabelStart: 1PageLabelPrefix: 196PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2111PageLabelStart: 1PageLabelPrefix: 197PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2121PageLabelStart: 1PageLabelPrefix: 198PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2131PageLabelStart: 1PageLabelPrefix: 199PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2141PageLabelStart: 1PageLabelPrefix: 200PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2151PageLabelStart: 1PageLabelPrefix: 201PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2161PageLabelStart: 1PageLabelPrefix: 202PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2171PageLabelStart: 1PageLabelPrefix: 203PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2181PageLabelStart: 1PageLabelPrefix: 204PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2191PageLabelStart: 1PageLabelPrefix: 205PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2201PageLabelStart: 1PageLabelPrefix: 206PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2211PageLabelStart: 1PageLabelPrefix: 207PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2221PageLabelStart: 1PageLabelPrefix: 208PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2231PageLabelStart: 1PageLabelPrefix: 209PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2241PageLabelStart: 1PageLabelPrefix: 210PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2251PageLabelStart: 1PageLabelPrefix: 211PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2261PageLabelStart: 1PageLabelPrefix: 212PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2271PageLabelStart: 1PageLabelPrefix: 213PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2281PageLabelStart: 1PageLabelPrefix: 214PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2291PageLabelStart: 1PageLabelPrefix: 215PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2301PageLabelStart: 1PageLabelPrefix: 216PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2311PageLabelStart: 1PageLabelPrefix: 217PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2321PageLabelStart: 1PageLabelPrefix: 218PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2331PageLabelStart: 1PageLabelPrefix: 219PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2341PageLabelStart: 1PageLabelPrefix: 220PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2351PageLabelStart: 1PageLabelPrefix: 221PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2361PageLabelStart: 1PageLabelPrefix: 222PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2371PageLabelStart: 1PageLabelPrefix: 223PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2381PageLabelStart: 1PageLabelPrefix: 224PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2391PageLabelStart: 1PageLabelPrefix: 225PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2401PageLabelStart: 1PageLabelPrefix: 226PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2411PageLabelStart: 1PageLabelPrefix: 227PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2421PageLabelStart: 1PageLabelPrefix: 228PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2431PageLabelStart: 1PageLabelPrefix: 229PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2441PageLabelStart: 1PageLabelPrefix: 230PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2451PageLabelStart: 1PageLabelPrefix: 231PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2461PageLabelStart: 1PageLabelPrefix: 232PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2471PageLabelStart: 1PageLabelPrefix: 233PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2481PageLabelStart: 1PageLabelPrefix: 234PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2491PageLabelStart: 1PageLabelPrefix: 235PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2501PageLabelStart: 1PageLabelPrefix: 237PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2511PageLabelStart: 1PageLabelPrefix: 238PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2521PageLabelStart: 1PageLabelPrefix: 239PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2531PageLabelStart: 1PageLabelPrefix: 240PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2541PageLabelStart: 1PageLabelPrefix: 241PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2551PageLabelStart: 1PageLabelPrefix: 242PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2561PageLabelStart: 1PageLabelPrefix: 243PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2571PageLabelStart: 1PageLabelPrefix: 244PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2581PageLabelStart: 1PageLabelPrefix: 245PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2591PageLabelStart: 1PageLabelPrefix: 246PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2601PageLabelStart: 1PageLabelPrefix: 247PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2611PageLabelStart: 1PageLabelPrefix: 248PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2621PageLabelStart: 1PageLabelPrefix: 249PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2631PageLabelStart: 1PageLabelPrefix: 250PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2641PageLabelStart: 1PageLabelPrefix: 251PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2651PageLabelStart: 1PageLabelPrefix: 252PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2661PageLabelStart: 1PageLabelPrefix: 253PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2671PageLabelStart: 1PageLabelPrefix: 254PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2681PageLabelStart: 1PageLabelPrefix: 255PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2691PageLabelStart: 1PageLabelPrefix: 256PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2701PageLabelStart: 1PageLabelPrefix: 257PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2711PageLabelStart: 1PageLabelPrefix: 258PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2721PageLabelStart: 1PageLabelPrefix: 259PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2731PageLabelStart: 1PageLabelPrefix: 260PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2741PageLabelStart: 1PageLabelPrefix: 261PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2751PageLabelStart: 1PageLabelPrefix: 262PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2761PageLabelStart: 1PageLabelPrefix: 263PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2771PageLabelStart: 1PageLabelPrefix: 264PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2781PageLabelStart: 1PageLabelPrefix: 265PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2791PageLabelStart: 1PageLabelPrefix: 266PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2801PageLabelStart: 1PageLabelPrefix: 267PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2811PageLabelStart: 1PageLabelPrefix: 268PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2821PageLabelStart: 1PageLabelPrefix: 269PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2831PageLabelStart: 1PageLabelPrefix: 270PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2841PageLabelStart: 1PageLabelPrefix: 271PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2851PageLabelStart: 1PageLabelPrefix: 272PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2861PageLabelStart: 1PageLabelPrefix: 273PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2871PageLabelStart: 1PageLabelPrefix: 274PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2881PageLabelStart: 1PageLabelPrefix: 275PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2891PageLabelStart: 1PageLabelPrefix: 276PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2901PageLabelStart: 1PageLabelPrefix: 277PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2911PageLabelStart: 1PageLabelPrefix: 278PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2921PageLabelStart: 1PageLabelPrefix: 279PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2931PageLabelStart: 1PageLabelPrefix: 280PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2941PageLabelStart: 1PageLabelPrefix: 281PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2951PageLabelStart: 1PageLabelPrefix: 282PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2961PageLabelStart: 1PageLabelPrefix: 283PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2971PageLabelStart: 1PageLabelPrefix: 284PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2981PageLabelStart: 1PageLabelPrefix: 285PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 2991PageLabelStart: 1PageLabelPrefix: 286PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3001PageLabelStart: 1PageLabelPrefix: 287PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3011PageLabelStart: 1PageLabelPrefix: 288PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3021PageLabelStart: 1PageLabelPrefix: 289PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3031PageLabelStart: 1PageLabelPrefix: 290PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3041PageLabelStart: 1PageLabelPrefix: 291PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3051PageLabelStart: 1PageLabelPrefix: 292PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3061PageLabelStart: 1PageLabelPrefix: 293PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3071PageLabelStart: 1PageLabelPrefix: 294PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3081PageLabelStart: 1PageLabelPrefix: 295PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3091PageLabelStart: 1PageLabelPrefix: 296PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3101PageLabelStart: 1PageLabelPrefix: 297PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3111PageLabelStart: 1PageLabelPrefix: 298PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3121PageLabelStart: 1PageLabelPrefix: 299PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3131PageLabelStart: 1PageLabelPrefix: 300PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3141PageLabelStart: 1PageLabelPrefix: 301PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3151PageLabelStart: 1PageLabelPrefix: 302PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3161PageLabelStart: 1PageLabelPrefix: 303PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3171PageLabelStart: 1PageLabelPrefix: 304PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3181PageLabelStart: 1PageLabelPrefix: 305PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3191PageLabelStart: 1PageLabelPrefix: 306PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3201PageLabelStart: 1PageLabelPrefix: 307PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3211PageLabelStart: 1PageLabelPrefix: 308PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3221PageLabelStart: 1PageLabelPrefix: 309PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3231PageLabelStart: 1PageLabelPrefix: 311PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3241PageLabelStart: 1PageLabelPrefix: 312PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3251PageLabelStart: 1PageLabelPrefix: 313PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3261PageLabelStart: 1PageLabelPrefix: 314PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3271PageLabelStart: 1PageLabelPrefix: 315PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3281PageLabelStart: 1PageLabelPrefix: 316PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3291PageLabelStart: 1PageLabelPrefix: 317PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3301PageLabelStart: 1PageLabelPrefix: 318PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3311PageLabelStart: 1PageLabelPrefix: 319PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3321PageLabelStart: 1PageLabelPrefix: 320PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3331PageLabelStart: 1PageLabelPrefix: 321PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3341PageLabelStart: 1PageLabelPrefix: 322PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3351PageLabelStart: 1PageLabelPrefix: 323PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3361PageLabelStart: 1PageLabelPrefix: 324PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3371PageLabelStart: 1PageLabelPrefix: 325PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3381PageLabelStart: 1PageLabelPrefix: 326PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3391PageLabelStart: 1PageLabelPrefix: 327PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3401PageLabelStart: 1PageLabelPrefix: 328PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3411PageLabelStart: 1PageLabelPrefix: 329PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3421PageLabelStart: 1PageLabelPrefix: 330PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3431PageLabelStart: 1PageLabelPrefix: 331PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3441PageLabelStart: 1PageLabelPrefix: 332PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3451PageLabelStart: 1PageLabelPrefix: 333PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3461PageLabelStart: 1PageLabelPrefix: 334PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3471PageLabelStart: 1PageLabelPrefix: 335PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3481PageLabelStart: 1PageLabelPrefix: 336PageLabelNumStyle: NoNumberPageLabelBeginPageLabelNewIndex: 3491PageLabelStart: 1PageLabelPrefix: 337PageLabelNumStyle: NoNumberTitle: 1484209583Subject:Keywords:Author: installCreator: PDFCreator Professional 4.2.0Producer: GPL Ghostscript 9.52CreationDate: Wed Jan 20 15:16:32 2021 CETModDate: Wed Jan 20 15:16:32 2021 CETTagged: noUserProperties: noSuspects: noForm: noneJavaScript: noPages: 350Encrypted: noPage size: 504.06 x 720 ptsPage rot: 0File size: 7849506 bytesOptimized: noPDF version: 1.4;168
11.5.1.1;Random Sampling;168
11.6; String Manipulation;169
11.6.1; Built-in Methods for Manipulation of Strings;169
11.6.2; Regular Expressions;171
11.7; Data Aggregation;172
11.7.1; GroupBy;173
11.7.2; A Practical Example;174
11.7.3; Hierarchical Grouping;175
11.8; Group Iteration;176
11.8.1; Chain of Transformations;176
11.8.2; Functions on Groups;177
11.9; Advanced Data Aggregation;178
11.10; Conclusions;181
12;Chapter 7: Data Visualization with matplotlib;182
12.1; The matplotlib Library;182
12.2; Installation;183
12.3; IPython and IPython QtConsole;183
12.4; matplotlib Architecture;185
12.4.1; Backend Layer;185
12.4.2; Artist Layer;186
12.4.3; Scripting Layer (pyplot);187
12.4.4; pylab and pyplot;187
12.5; pyplot;188
12.5.1; A Simple Interactive Chart;188
12.5.2; Set the Properties of the Plot;192
12.5.3; matplotlib and NumPy;194
12.6; Using the kwargs;196
12.6.1; Working with Multiple Figures and Axes;197
12.7; Adding Further Elements to the Chart;199
12.7.1; Adding Text;199
12.7.2; Adding a Grid;203
12.7.3; Adding a Legend;204
12.8; Saving Your Charts;207
12.8.1; Saving the Code;207
12.8.2; Converting Your Session as an HTML File;208
12.8.3; Saving Your Chart Directly as an Image;210
12.9; Handling Date Values;211
12.10; Chart Typology;213
12.11; Line Chart;213
12.11.1; Line Charts with pandas;220
12.12; Histogram;221
12.13; Bar Chart;222
12.13.1; Horizontal Bar Chart;225
12.13.2; Multiserial Bar Chart;226
12.13.3; Multiseries Bar Chart with pandas DataFrame;228
12.13.4; Multiseries Stacked Bar Charts;230
12.13.5; Stacked Bar Charts with pandas DataFrame;232
12.13.6; Other Bar Chart Representations;233
12.14; Pie Charts;234
12.14.1; Pie Charts with pandas DataFrame;237
12.15; Advanced Charts;238
12.15.1; Contour Plot;238
12.15.2; Polar Chart;240
12.16; mplot3d;242
12.16.1; 3D Surfaces;242
12.16.2; Scatter Plot in 3D;244
12.16.3; Bar Chart 3D;245
12.17; Multi-Panel Plots;246
12.17.1; Display Subplots within Other Subplots;246
12.17.2; Grids of Subplots;248
12.18; Conclusions;250
13;Chapter 8: Machine Learning with scikit-learn;251
13.1; The scikit-learn Library;251
13.2; Machine Learning;251
13.2.1; Supervised and Unsupervised Learning;251
13.2.2; Training Set and Testing Set;252
13.3; Supervised Learning with scikit-learn;252
13.4; The Iris Flower Dataset;252
13.4.1; The PCA Decomposition;256
13.5; K-Nearest Neighbors Classifier;258
13.6; Diabetes Dataset;261
13.7; Linear Regression: The Least Square Regression;262
13.8; Support Vector Machines (SVMs);267
13.8.1; Support Vector Classification ( SVC);267
13.8.2; Nonlinear SVC;271
13.8.3; Plotting Different SVM Classifiers Using the Iris Dataset;273
13.8.4; Support Vector Regression (SVR);276
13.9; Conclusions;278
14;Chapter 9: An Example—Meteorological Data;279
14.1; A Hypothesis to Be Tested: The Influence of the Proximity of the Sea;279
14.1.1; The System in the Study: The Adriatic Sea and the Po Valley;279
14.2; Data Source;282
14.3; Data Analysis on IPython Notebook;284
14.4; The RoseWind;298
14.4.1; Calculating the Distribution of the Wind Speed Means;301
14.5; Conclusions;302
15;Chapter 10: Embedding the JavaScript D3 Library in IPython Notebook;303
15.1; The Open Data Source for Demographics;303
15.2; The JavaScript D3 Library;307
15.3; Drawing a Clustered Bar Chart;310
15.4; The Choropleth Maps;314
15.5; The Choropleth Map of the US Population in 2014;318
15.6; Conclusions;323
16;Chapter 11: Recognizing Handwritten Digits;324
16.1; Handwriting Recognition;324
16.2; Recognizing Handwritten Digits with scikit-learn;324
16.3; The Digits Dataset;325
16.4; Learning and Predicting;328
16.5; Conclusions;329
17;Appendix A: Writing Mathematical Expressions with LaTeX;330
17.1; With matplotlib;330
17.2; With IPython Notebook in a Markdown Cell;330
17.3; With IPython Notebook in a Python 2 Cell;330
17.4; Subscripts and Superscripts;331
17.5; Fractions, Binomials, and Stacked Numbers;331
17.6; Radicals;331
17.7; Fonts;332
17.8; Accents;332
18;Appendix B: Open Data Sources;340
18.1; Political and Government Data;340
18.2; Health Data;341
18.3; Social Data;341
18.4; Miscellaneous and Public Data Sets;342
18.5; Financial Data;342
18.6; Climatic Data;342
18.7; Sports Data;343
18.8; Publications, Newspapers, and Books;343
18.9; Musical Data;343
19;Index;344

Über Autor(innen)

Fabio Nelli, is an IT Scientific Application Specialist at IRBM Science Park, a private research center in Pomezia, Roma (Italy). He has beena computer consultant for many years at IBM, EDS, Merck Sharp, and Dohme, along with several banks and insurance companies.He has an Organic Chemistry degree and many years of experience in Information technologies and Automation systems applied to Life Sciences (Tech Specialist at Beckman Coulter Italy and Spain).He is currently developing Java applications that interface Oracle databases with scientific instrumentations generating data and web server applications providing analysis of the results to researchers in real time.

Produktsicherheit

Fragen zum Artikel?

Ihre Fragen, Wünsche oder Anmerkungen

Vorname*

Nachname*

Ihre E-Mail-Adresse*

Kundennr.

Ihre Nachricht*

Lediglich mit * gekennzeichnete Felder sind Pflichtfelder.

Wenn Sie die im Kontaktformular eingegebenen Daten durch Klick auf den nachfolgenden Button übersenden, erklären Sie sich damit einverstanden, dass wir Ihr Angaben für die Beantwortung Ihrer Anfrage verwenden. Selbstverständlich werden Ihre Daten vertraulich behandelt und nicht an Dritte weitergegeben. Sie können der Verwendung Ihrer Daten jederzeit widersprechen. Das Datenhandling bei Sack Fachmedien erklären wir Ihnen in unserer Datenschutzerklärung.

52,99 € (inkl. MwSt.)

sofort verfügbar

Webcode: www2.sack.de/2y2po