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Computer Science
Data Science
Data Analysis with Spreadsheets
1. Introduction to Spreadsheets for Data Analysis
2. Foundational Spreadsheet Operations
3. Data Import and Preparation
4. Core Statistical and Analytical Functions
5. Data Organization and Analysis
6. Pivot Table Analysis
7. Data Visualization and Chart Creation
8. What-If Analysis and Scenario Planning
9. Advanced Analysis Techniques
10. Best Practices and Workflow Management
Core Statistical and Analytical Functions
Basic Statistical Functions
Sum Functions
SUM Function
SUMPRODUCT Function
Summing Non-Contiguous Ranges
Average Functions
AVERAGE Function
MEDIAN Function
MODE Functions
Count Functions
COUNT Function
COUNTA Function
COUNTBLANK Function
Extreme Value Functions
MIN Function
MAX Function
LARGE Function
SMALL Function
Advanced Statistical Functions
Distribution Functions
STDEV Functions
VAR Functions
SKEW Function
KURT Function
Percentile Functions
PERCENTILE Function
QUARTILE Function
RANK Functions
Correlation and Regression
CORREL Function
SLOPE Function
INTERCEPT Function
RSQ Function
Logical Functions
Basic Logical Functions
IF Function Structure
Logical Operators
Boolean Logic Principles
Complex Logical Constructs
Nested IF Statements
IFS Function
SWITCH Function
Logical Operators
AND Function
OR Function
NOT Function
XOR Function
Conditional Aggregate Functions
Conditional Sum Functions
SUMIF Function
SUMIFS Function
Multiple Criteria Logic
Conditional Count Functions
COUNTIF Function
COUNTIFS Function
Criteria Range Specifications
Conditional Average Functions
AVERAGEIF Function
AVERAGEIFS Function
Handling Text and Number Criteria
Lookup and Reference Functions
Vertical Lookup Functions
VLOOKUP Function
Exact vs Approximate Match
Table Array Structure
Column Index Numbers
Horizontal Lookup Functions
HLOOKUP Function
Row-Based Lookups
Advanced Lookup Functions
INDEX Function
MATCH Function
INDEX-MATCH Combinations
XLOOKUP Function
FILTER Function
Reference Functions
INDIRECT Function
OFFSET Function
CHOOSE Function
ADDRESS Function
Date and Time Functions
Current Date and Time
TODAY Function
NOW Function
Automatic vs Static Dates
Date Component Functions
YEAR Function
MONTH Function
DAY Function
WEEKDAY Function
WEEKNUM Function
Date Calculation Functions
DATEDIF Function
NETWORKDAYS Function
WORKDAY Function
EDATE Function
EOMONTH Function
Time Functions
HOUR Function
MINUTE Function
SECOND Function
TIME Function
TIMEVALUE Function
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3. Data Import and Preparation
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5. Data Organization and Analysis