dear Mr. Ksharp thanks for your prompt response. I applied your SAS code again. but, after running the program, i got only 100 observations with in both the real dataset and new dataset. Actuallly i had 3423 observations. Moreover, the values are not matching no way with the original values which are there in the real dataset. my real data set is like below, with 3423 observations Company_Name Total_remuneration 20 Microns Ltd. 3916000 20 Microns Ltd. 3916000 20 Microns Ltd. 4230000 20 Microns Ltd. 4961387 20 Microns Ltd. 4932459 3I Infotech Ltd. 30696000 3I Infotech Ltd. 13360000 3I Infotech Ltd. 23480000 3I Infotech Ltd. 17780000 3I Infotech Ltd. 27000000 3I Infotech Ltd. 19303045 63 Moons Technologies Ltd. 38726562 63 Moons Technologies Ltd. 11906000 63 Moons Technologies Ltd. 3902000 63 Moons Technologies Ltd. 17257000 A 2 Z Infra Engg. Ltd. 3639600 A 2 Z Infra Engg. Ltd. 3033350 A 2 Z Infra Engg. Ltd. 10641600 A 2 Z Infra Engg. Ltd. 1800000 A B G Shipyard Ltd. 2755645 A B G Shipyard Ltd. 13449000 A C C Ltd. 19177000 A C C Ltd. 47690000 the output, what i got is as follows, with only 100 observations. i am also attaching my real dataset and output in the same file a b 19 93 40 26 93 93 55 54 5 7.5 82 53 86 7.5 93.5 30 28 69 93.5 23 69 42 56 29 48 85 64 60 59 38 kindly help me in understanding the output and applying it to my dataset
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