Question
Which of the following statements is true about the
usage of Pandas and NumPy in data analysis?Solution
Explanation: Pandas is a powerful library that primarily deals with data manipulation and analysis . It provides data structures like DataFrame (tabular data) and Series (one-dimensional data), making it excellent for tasks such as cleaning, transforming, filtering, and aggregating data. Pandas is built on top of NumPy and offers additional capabilities for handling structured data such as missing values, time series, and categorical data. Â NumPy , on the other hand, is designed for numerical computing . It is used to perform efficient operations on large datasets stored as arrays or matrices, enabling operations like linear algebra, statistical calculations, and other complex numerical tasks. NumPy arrays are much more efficient for numerical data than native Python lists due to their support for vectorized operations. Â
What agreement did G7 Energy Ministers reach regarding coalfired power plants at a meeting in Turin?
What is the target of lending for domestic banks, as a % of their ANBC,under Priority sector lending for micro-enterprises?
What can be the maximum tenor of takeout finance by IIFCL, as a percentage of the economic life of the project?
Which of the following is an intangible asset?
DAY-NRLM is an ambitious effort by the GoI to reduce poverty by enabling the poor households to access gainful self-employment and skilled wage employm...
Depreciation is charged on __________ as per the ___________ of accounting.
According to the Union Budget 2023-24, consider the following statements.Â
1. Capital investment outlay is being increased steeply for the third...
Which of the following statement with respect to Risk weight for banks is correct?
                     I.       Th...
Shares in ABC Co have a beta of 0.8.
The market is giving a return of 15% and the risk-free rate is 8%
What will be ABC's cost of equity?
Which of the following best defines the role of the District Industries Centers (DICs) as established under the MSME Development Act, 2006 ?
...