Data Science, Machine Learning, Time Series Analysis, Analytics, Linear Regression.
HDB flats from January 2017 to August 2023. Note that the blue dashed line represents the actual monthly average price, while the purple line represents the 6-month moving average. Monthly Average Price — Image by Author If we look closely at the blue line, we see the zig-zag pattern, which might