A uniform schema ensures consistency in data structure, field names, and data types across merged datasets. This step is essential when combining data from multiple sources, as differing formats can lead to analytical errors. For instance, if two datasets store date fields in different formats (e.g., MM/DD/YYYY and DD-MM-YYYY), creating a uniform schema resolves these discrepancies. Standardization through a schema improves data usability, reduces errors, and facilitates smooth integration. It is a proactive approach to achieving consistency in datasets. Why Other Options Are Incorrect: • A: Deleting records leads to data loss and should be a last resort. • B: Normalization standardizes data within a range but does not address format inconsistencies. • D: Replacing with null values creates gaps and reduces dataset completeness. • E: Ignoring inconsistencies compromises the accuracy and validity of analysis.
Sentences of a paragraph are given below in jumbled order. Arrange the sentences in the right order to form a meaningful and coherent paragraph.
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Which of the following is the second sentence of the passage?
1. During the science
P. lab, the students
Q. was gooey enough
R. to stick to the
S. created a glutinous mixture that
6. walls when thrown.
Given below are four jumbled sentences. Select the option that gives their correct order.
A. Whistling and prancing he moved with a carefree g...
Choose the correct order.
1. Kevin was eagerly waiting for his holidays.
P. His mother kept on hinting there would be a big surprise ...
Given below are six sentences. A and F are the first and the last sentences. The rest of the sentences namely B, C, D and E are jumbled. Select the opt...
In the question given below, some sentences/phrases are given which have to be arranged in a proper sequence. Select the option that best defines the p...
Select the option that arranges sentences B, C, D and E in a logical sequence.
Sentences A and F are static.
A. Mountaineering is still a ...
Choose the correct order.
1. He plunged in among the big spruce trees.
P. At the man's heels trotted a dog, a big native husky, the pro...
Which of the following is the fifth sentence in the passage?