Start learning 50% faster. Sign in now
Standardizing data formats is crucial when merging data from multiple sources to ensure uniformity. Date and time formats, for example, may differ across datasets (e.g., DD-MM-YYYY vs. MM-DD-YYYY). Without standardization, analyzing or comparing these fields becomes problematic, as discrepancies will lead to inaccuracies. Standardizing data formats allows datasets to be integrated seamlessly, supporting accurate analysis and decision-making. Option A is incorrect because keeping original values without standardization leads to inconsistencies, complicating analysis. Option B is incorrect because ignoring discrepancies allows inconsistencies to persist, harming data quality. Option D is incorrect as converting all data to numerical form may distort categorical or textual information, reducing data interpretability. Option E is incorrect because using random values introduces arbitrary changes, reducing data reliability.
Mughal ruler, Aurangzeb died in which year?
Until which year is the National Quantum Mission (NQM) being implemented, as approved by the Union Cabinet?
The intervention by the monetary authority of a country in the money market to keep the money supply stable against external shocks is called _______.
_________is the oldest public-sector bank of India.
A train running at a speed of 108 km/h crosses a pole in 32 seconds. What is the length of the train?
Which statement correctly reflects the feature of BBPS?
I - The Bharat Bill payment system is a Reserve Bank of India ( RBI ) conceptualised s...
Prithviraj Raso, an epic poem about the life of the 12th century Indian king, Prithviraj Chauhan, was written by:
When is Indian Army Day celebrated every year?
Anwar Ibrahim sworn in as tenth prime minister of which of the following country?
Which of the International airports has signed a pact with Noida International Airport Limited (NIAL) for the development of an airport at Jewar, Uttar ...