... 160
Writing Data Out to Text Format 162
Manually Working with Delimited Formats 163
JSON Data 165
XML and HTML: Web Scraping 166
Binary Data Formats 171
Using HDF5 Format 171
Reading Microsoft Excel ... Indexing 151
Panel Data 152
6. Data Loading, Storage, and File Formats . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 155
Reading and Writing Data in Text Format 155
Reading ... with Databases 174
Storing and Loading Data in MongoDB 176
7. Data Wrangling: Clean, Transform, Merge, Reshape . . . . . . . . . . . . . . . . . . . . . . . . 177
Combining and Merging Data Sets...
... Center forDataAnalysis (CDA) undertake
an economic analysis of the House Budget Resolution for federal fiscal year 2012 through 2021.
1
The Chairman specifically asked the CDA to perform conventional ... Income Tax Model for its analysis of the
effects of tax law changes on a representative sample of taxpayers based on IRS Statistics of
Income (SOI) taxpayer microdata. Datafor these taxpayers ... Fiscal Scenario forecast are the same as those
underlying the CBO Long-Term Extended Baseline Scenario forecast.
10
For the 10-year fiscal outlook, the adjusted GI Long-Term model used the detailed...
... SORT
EXCEL DATA ANALYSIS
32
CREATE A CUSTOM SORT
03 537547 Ch02.qxd 3/4/03 11:46 AM Page 32
E
xcel provides a great location for creating and
maintaining a list of data values fordata analysis. ... predefined format. Excel
provides 15 different formats that create a table-like
layout for your data. The formats work best when your
worksheet contains row and column headings and totals for
rows ... Accounting
1 format, Excel changes the font to Arial, the default font
type for the Accounting 1 style.
The cells that you select before applying a format greatly
affect how Excel applies that format...
... data before entering
it in the worksheet column. See Chapter 10 for more
information about the creation of data forms and use of
form controls.
DATA ENTRY
The foundation of dataanalysis is data ... the
desired data values. See Chapter 5 for more information
on working with external data sources.
Data Forms
If you need to manually input data into Excel, you can
simplify the process by creating a data ... cross-tabulate data that you have stored in
lists, and a PivotChart to graphically display a PivotTable.
Excel also has advanced tools to perform more
sophisticated data analysis.
EXCEL DATA ANALYSIS...
... 3-21. EDR Data Element Priority for Roadside Safety Analysis 84
Table 3-22. Recommended EDR Data Elements for Highway Crash DataAnalysis 85
Table 4-1. Contents of Rowan University EDR Database ...
Table 2-1. GM EDR Data Elements 11
Table 2-2. Ford EDR Data Elements 12
Table 2-3. Data Elements in Ford Power Control Modules with Electronic Throttle
Control 15
Table 2-4. Data Elements Currently ... Current and Potential EDR Data Elements 38
Table 3-1. Data Needs for Roadside Safety Analysis as expressed in the Research
Literature 47
Table 3-2. Research Data Needs vs. EDR Data Element Availability...
... Homecentre
An Improved Parser for Data- Oriented Lexical-Functional Analysis
Rens Bod
Informatics Research Institute, University of Leeds, Leeds LS2 9JT, UK, &
Institute for Logic, Language and ... can be composed with the
current subanalysis. The chosen fragment is
composed with the current subanalysis to produce
a new one; the process stops when an analysis
results with no non-terminal ... same
f-structure unit (see Bod 2000c for some
illustrations of these metrics for LFG-DOP).
5.1 Comparing the two fragment estimators
We were first interested in comparing the
performance of the simple RF...
... are forExcel 97 on IBM-compati-
ble computers, they can all be implemented readily (i.e., with no or very minor modifica-
tions) in Excel 5 (for Windows 3.1), Excel 95 (for Windows 95), Excel ... experimental data from some
instrument.
1.14
Differences between the various versions of Excel
This book was originally written forExcel 95 and Excel 97, but can also be
used with the subsequent Excel ... so is slightly different
in Excel 97, Excel 98 for the Mac, or Excel 2000 on the one hand, and Excel 95
or Excel 5 on the other. We will here describe the procedure for each of these
two versions.
Bring...
... multivariate dataanalysis suffers from
a lack of experimental design. This criticism is heard in particular with respect
to sensory profiling studies, where e.g. GPA is usedfor the analysis of the data. ... implicit in the analysis of the data. The following
“design” choices are made when the data are analysed, e.g. by means of GPA,
but probably the argument holds for any multivariate data- analysis method: ...
Data Analysis, Confirmation and Exploration3
In this book the use of Multivariate Analysis is of an exploratory
nature. There are several reasons for this. The type of research, type of data, ...
... formula might involve two
lookup functions.
www.it-ebooks.info
8 Microsoft Excel 2010: DataAnalysis and Business Modeling
FIGURE 1-8 Example of Excel 2010 data bars.
Paste Special Live Preview
If ... 601
www.it-ebooks.info
Microsoft
®
Excel
®
2010:
Data Analysis and
Business Modeling
Wayne L. Winston
Contents
What’s New in Excel 2010 1
Range Names 9
Lookup Functions 21
The INDEX Function 29
The MATCH Function 33
Text Functions ... 111
Three-Dimensional Formulas 117
The Auditing Tool 121
Sensitivity Analysis with Data Tables 127
The Goal Seek Command 137
Using the Scenario Manager for Sensitivity Analysis 143
Summarizing Data by Using...
... the Integrated Datafor Event Analysis
(IDEA) project. IDEA provides a comprehensive events framework for the analysis of international
interactions by supplementing the event forms from all ... synthetic frame-
work for international event analysis – IDEA
(Integrated Datafor Event Analysis) –
outline its conceptual structure and major
variables, and discuss current data develop-
ment ... constraints.
Scope of Analysis
Here we refer to the range of event forms
identified in the reports. Our efforts to date
have focused on social, political, environ-
mental, and economic event forms, with
much...
...
Study
Guide
for
Statistics
and
Data
Analysis for the Behavioral Sciences. Instruc-
tors (or students) can order a study guide to accompany
Statistics and DataAnalysisfor
the Behavioral ...
Response
xxviii
1 INTRODUCTION: STATISTICS AND
DATA
ANALYSIS
AS
TOOLS FOR RESEARCHERS 3
DATA
BOX 1.A: What
Is
or Are Data? 5
Tools
for Inference: David
L.'s
Problem 5
College ...
as
drawing a distinction
between statistics and data analysis. A statistic
is
any infor-
mation presented in numerical form, where dataanalysis
is
the systematic collection
of
observations....