I'm importing the following Excel file:

Excel file

My code and its results are:

fileTemp = Import[NotebookDirectory[] <> "problem.xlsx", {"Sheets", "s1"}];
assoc = AssociationThread[fileTemp[[1]] -> #] & /@ fileTemp[[2 ;;]]
ds = Dataset[assoc]
ds1 = ds[GroupBy[Key["BusinessID"]], Total, "value2"]


It seems to be rounding to the nearest 100.

Applying eldo's workaround I get:

fileTemp = Partition[(Flatten[
Import[NotebookDirectory[] <> "problem.xlsx", {"Sheets", "s1"}], 1]
/. x_Real :> Round[x]), 5];
assoc = AssociationThread[fileTemp[[1]] -> #] & /@ fileTemp[[2 ;;]]
ds = Dataset[assoc]
ds1 = ds[GroupBy[Key["BusinessID"]], Total, "value2"]


The Excel file should be findable at: sample excel file

  • 1
    $\begingroup$ Could you give a sample xlsx file? In case people want to try but don't have an MS Office. $\endgroup$ – Silvia Aug 18 '14 at 18:50
  • $\begingroup$ @Silvia I don't know exactly how to give anyone a test file. I just installed DropBox, but have never used it before. Is that the best way? Any hints? $\endgroup$ – Mitchell Kaplan Aug 18 '14 at 20:04
  • $\begingroup$ It seems you have got your answer:) FWIW I have reproduced the bug with Dataset[{<|"a" -> 380160.|>}], so do you agree we can rephrase the question to excluding the Excel part? $\endgroup$ – Silvia Aug 18 '14 at 20:34
  • $\begingroup$ @Silvia Gee I just figured out how to use DropBox. But, yes that will simplify things. Will you do the edit or should I? I may also have to edit my question, because in my "real" case, I don't know if the problem is limited to a display problem. I'm using GroupBy and Totaling, and getting rounded totals. I need to look at my original code and see if the dataset with the totals contains the rounded numbers or is just displaying the rounded numbers. $\endgroup$ – Mitchell Kaplan Aug 18 '14 at 20:53
  • $\begingroup$ As it's your post, if you feel like to edit, it will be more accurate than I editing. Regarding to your worry, I suggest having a look at what the developer of Dataset said under the linked dup-question. $\endgroup$ – Silvia Aug 18 '14 at 21:02

In my opinion it's a bug.

I input your data in Excel without the comma separator, execute the steps as per your question and get the same wrong result.

A possible workaround:

fileTemp = Flatten[Import["C:\\...\\problem.xlsx"], 1] /. x_Real :> Round[x]

assoc = AssociationThread[fileTemp[[1]] -> #] & /@ fileTemp[[2 ;;]]


enter image description here

| improve this answer | |
  • $\begingroup$ Your workaround works, but I had to wrap it in a Partition[...,5]. Thanks very much! $\endgroup$ – Mitchell Kaplan Aug 18 '14 at 20:18

It appears to be rounding only in the visual representation, but internally it stores the exact number. So e,g. doing:

ds[1, "value2"]

We get


Which is the number from the excel sheet.

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  • 3
    $\begingroup$ That's pretty misleading though, I'd still call it a bug. It is possible that it simply rounds to 4 digits, regardless of how many digits are to the left of the decimal point and how many to the right. It might make sense to round 2.34567 * 10^6 to 2.346 * 10^6, but it makes no sense to round 2345670 to 2346000 for display purposes. $\endgroup$ – Szabolcs Aug 18 '14 at 19:06
  • $\begingroup$ If you agree that it's a bug, go ahead and add the tag. $\endgroup$ – Szabolcs Aug 18 '14 at 19:07
  • $\begingroup$ @Szabolcs, I mean that internally, the exact number is still available. $\endgroup$ – RunnyKine Aug 18 '14 at 19:11
  • $\begingroup$ Yes, that's a very useful observation, you already got my +1 for it. I meant that I'd say it's a formatting/display bug. $\endgroup$ – Szabolcs Aug 18 '14 at 19:12
  • $\begingroup$ @Szabolcs Thanks. As per the display, I agree it's probably a bug. $\endgroup$ – RunnyKine Aug 18 '14 at 19:13

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