Horticultural products are agricultural commodities that have strategic value not only for farmers, but also for market players and consumers in Indonesia. In 2019, the GRDP of horticultural products in East Java reached IDR31.13 trillion. Compared to other districts in East Java, Malang District is the most contributor to horticultural products in East Java. However, the development of horticultural agriculture recently embraces various problems and challenges, one of which is the climate change factor. Meanwhile, new knowledge about the peak harvest times for each year, new strategies regarding crop rehabilitation times, and others are still less explored. Based on these problems, this research presents data analytics on the effect of climate change to the productivity of fruit plants during 2014 to 2020 in Malang district using multiple linear regression and correlation analysis. In this study, we can conclude that the peak harvest time for fruit tends to occur in the October-December. In those months, the rainfall (225.78 mm per month) was classified as moderate, and the temperature level (25.24 °C) with humidity (78.87%) were classified as optimal. Meanwhile, the low harvest time occurs in other months with too high or too low level on those three parameters namely rainfall, temperature, and humidity.