The question needs to be answered and corrected! Who are the people who are hard to find them, difficult to leave them, and impossible to be forgotten?

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Can anybody correct or improve this paragraph? please Prior to performing any data analysis, it is essential to comprehend the data set, particularly the attributes thoroughly. Dataset is represented spatial and non-spatial data about Education services, it distributed to many districts in the study area, and each district involves the area, population, land uses, and the relation between the current district and neighborhood. Districts divided into many blocks. The land uses have also been included.

Is this sentence is correct, especially when I have used the "nursing" word I dedicate this thesis to my family for nursing me with affections and love and their dedicated partnership for success in my life