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Data Collection and Preprocessing
Data for this analysis was collected from reputable sources, primarily from the Ministry of Statistics and Programme Implementation (MoSPI) and the Reserve Bank of India (RBI). The dataset is comprehensive, encompassing both urban and rural sectors to illustrate the diverse economic landscapes across India.
Before diving into analysis, careful preprocessing was necessary. This involved cleaning the data to handle any missing values or anomalies, converting data types where needed, and ensuring that all timestamps were properly formatted for consistency. Additionally, we categorized the data by state and sector to facilitate deeper insights during our analysis.
Outliers:
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