Data Analysis Tools and Programming Flashcards
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Read the first 6 Data Analysis Tools and Programming flashcards as text
Which Python library is primarily used for data manipulation and analysis?
Answer: Pandas
Pandas provides the DataFrame structure and a rich set of functions for data cleaning, transformation, and analysis in Python.
What does the pandas function df.describe() return?
Answer: Summary statistics (count, mean, std, min, max, percentiles) for numeric columns
df.describe() generates descriptive statistics including count, mean, standard deviation, and quartile values for numeric columns.
In Excel, which function is used to look up a value in a table and return a corresponding value from another column?
Answer: VLOOKUP
VLOOKUP searches the first column of a range for a value and returns a result from a specified column in the same row.
What is a pivot table used for in Excel or data analysis?
Answer: Summarizing, aggregating, and reorganizing data interactively
Pivot tables let analysts quickly summarize large datasets by grouping and aggregating values across rows and columns.
What is R primarily used for in data analysis?
Answer: Statistical computing and data visualization
R is a programming language designed for statistical analysis, data manipulation, and producing high-quality visualizations.
What does the Python function len() return when applied to a pandas DataFrame?
Answer: Number of rows
len(df) returns the number of rows in a pandas DataFrame, equivalent to df.shape[0].