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Seasonality in time series data represents recurring patterns that follow a consistent interval, such as daily, weekly, monthly, or annually. It’s driven by factors like weather, holidays, or other cyclical influences specific to the data’s context. In sales data, for example, seasonality may reflect increased sales during holidays. Recognizing seasonality is critical for accurate forecasting, as it allows analysts to adjust for these predictable fluctuations. Option A (Trend) is incorrect because the trend represents the long-term progression, not repetitive patterns. Option B (Noise) is incorrect as noise refers to random, non-systematic fluctuations without pattern. Option C (Residuals) is incorrect because residuals are the irregular components left after accounting for trend and seasonality. Option E (Irregular Component) is incorrect because irregular components are unpredictable fluctuations without cyclical patterns.
Two important rivers- one with its source in Jharkhand (and known by a diff erent name in Odisha), and another, with its source in Odishamerge at a pl...
Phanigiri Buddhist site, recently seen in news, is located in which state?
Which of the following statement(s) support the hypothesis that the Himalayan region is still tectonically active?
1. The Himalayas are continuin...
Recently, which of the following States has explored the possibility of constructing an artifi cial inland port to be connected to sea by a long navigat...
Which geographical feature separates the Daman and Diu islands?
Consider the following statements with reference to the features of Himalayas:
1. These mountains are tectonic in origin.
2. These are you...
Which of the following rivers in India are western flowing?
1. Shetruniji river
2. Mahi river
3. Vaitarna river
4. Sharavati...
Arrange the following mountain ranges from North to South.
1. Vindhya Range
2. Ajanta range
3. Satpura range
4. Nal...
How many States in India are Landlocked?
Arrange the following left bank tributaries of Ganga from west to east:
1. Burhi Gandak
2. Gomti
3. Ramganga
4. Gha...