How do you consolidate data from multiple sheets in to one? [open thread]

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Long time PHD reader and mother of a lovely kid, Michelle, sent me a question in email that provoked me to write this post,

I was wondering how to tabulate large amount of information gathered through surveys. Where I work customers are constantly handed survey sheets in order for us to measure how the service -among other things- is being perceived. Now, to put all that info into a spreadsheet (plus charts) can be really tedious.

So far I manage to get the job done by assigning 1 to 4 values were 1 sucks and 4 is great and so there I go column after column (each column is one individual survey) filling my 1 to 4’s answers. I know there’s an easy version with VBA; problem is that I am a total ignorant in that area. Any suggestions?

How to Consolidate Data from Multiple Excel Sheets (or files) in to one?

Few ideas that would make consolidation easy:

  • Make sure all the source files are in the same format: make a template that your colleagues can use to input the data every month. This way you can use 3D references to summarize the data.
  • Create a user form so that your audience can enter information in that instead of directly entering it in spreadsheet.
  • Find out if the survey or other type data collection can be fed to a database. This way, every month we can import the data using data connections.
  • If we actually end up with sheets with different data formats, spend sometime and study the anomalies. Then you can develop a small macro or find-replace routine that would clean the data. [related: clean data using excel]
  • Try to save the files as CSV and open them in a regular expression capable editor like Notepad++. Now match and clean up data.
  • All else fails, get a strong cup of coffee, put on some music, roll your sleeves and start alt+tabbing.

But more than these ideas, I am interested to know how YOU solve this problem.

I think this is a very common problem. Since I have very little experience in the area of consolidating data from multiple sheets in to one, I couldn’t give her any real advise. So now I am turning to you.

  • Do you use any add-ins or macros to consolidate data? What is your experience like, what would you recommend?
  • What shortcuts, ideas and cool things you use when working on data from multiple sheets?
  • How do you usually clean / normalize the data?

Please discuss.

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41 Responses to “SQL Queries from Excel”

  1. Leonid says:

    I use this method very often.
    I always use =SUBSTITUTE (ColumnWithText,"'","''")
    to be sure that potential apostrophe in text columns are doubled as required in SQL.

  2. Chandoo says:

    @Leonid.. that is a good technique to use substitute to clean up text apostrophes. thanks

  3. Paul G. says:

    Goal:
    Generate update statement in excel where the columns that can be updated are dynamic
    You want the columns which are not updated to keep the same value
    (or not be overwritten with NULL values with the new generated statement)
    the statement can be applied to multiple rows in excel for the same column headers
    (This is why the '$' exist for the column headers that are being set)

    A1 = First_Name
    B1 = Last_Name
    C1 = Middle_Name

    ="
    UPDATE PERSONS "&CHAR(10)&
    " SET 1 = 1 "&CHAR(10)&
    IF(LEN(TRIM($A2))=0,"",", "&$A$1&" = '"&$A2&"'"&CHAR(10))&
    IF(LEN(TRIM($B2))=0,"",", "&$B$1&" = '"&$B2&"'"&CHAR(10))&
    IF(LEN(TRIM($C2))=0,"",", "&$C$1&" = '"&$C2&"'"&CHAR(10))&
    " WHERE name = 'staticordynamicvalue' AND gender = 'staticordynamicvalue'
    "
    Output (if all columns are set):
    UPDATE PERSONS SET 1 = 1,
    First_Name = 'Joe',
    Last_Name = 'ORien',
    Middle_Name = 'Richard'
    WHERE age = 28 AND gender = 'm'

    Output (if only First _Name (A1) is set):
    UPDATE PERSONS SET 1 = 1,
    First_Name = 'Joe'
    WHERE age = 28 AND gender = 'm'

  4. Paul G. says:

    Possibly my post above is confusing without the actual table to look at. I will do the same example with the table used here. Instead of an insert statement I will generate an update statement for the columns, Cust_Name, Phone & E-mail
    where we can generate an update statement for any column individually or together. 🙂 I hope this can help.
    =”
    UPDATE table “&CHAR(10)&
    ” SET 1 = 1 “&CHAR(10)&
    IF(LEN(TRIM($A2))=0,”",”,Cust_Name = ‘”&$B3&”‘”&CHAR(10))&
    IF(LEN(TRIM($B2))=0,”",”, Phone = ‘”&$C3&”‘”&CHAR(10))&
    IF(LEN(TRIM($C2))=0,”",”, E-mail = ‘”&$D3&”‘”&CHAR(10))&
    ” WHERE Cust_Name = ’Bill Gates'

  5. Visa Inde says:

    Thanks, it has been very useful !
    It saved me at least 30 minutes, and time is the most expensive thing in our world...

  6. Kad says:

    Hey Paul,
    What if any of A2, B2, or C2 is a date field?
    The formula above is taking date as string. Any solution?

    • Smitha says:

      Even I faced the same problem. If any of the above columns are date, it is taken  as string. Any work around for this?

  7. Sam Howley says:

    I've found the string concatenation method works well.

    At the risk of sounding spammy I would mention that
    if it's something your are doing regularly it might be worth investigating a tools
    that make it easier, such as QueryCell, an excel add-in I've developed.

    It gives you a right click menu option that will produce and then customize insert statements for the selected region of Excel data.

    Cheers
    Sam

    • Pravin says:

      Hi,
      For inserting the excel data to your SQL table, you can create insert statements in excel file according to your columns.
      then just execute the statements all at once, it will insert the required data to sql server table.
      thanks,

  8. Chetan Patil says:

    I tried to generate t-sql insert queries from the above example
    ="insert into values('" &A2 &"','" & B2& "');"
    but it generates on one record instead of all records from excel sheet.
    I'm using Excel 2003 and the excel sheet contains 922 records.

  9. Mike says:

    Most data bases can generate DDL for any object but not a lot of them allow generation of INSERT statements for the table data.
    The workaround is to make use of ETL Tools for transferring data across servers. However, there exists a need to generate INSERT statements from the tables for porting data.
    Simplest example is when small or large amount of data needs to be taken out on a removable storage media and copied to a remote location, INSERT..VALUES statements come handy.

    There is a number of scripts available to perform this data transformation task. The problem with those scripts that all of them database specific and they do not work with textiles

    Advanced ETL processor can generate Insert scripts from any data source including text files
    http://www.dbsoftlab.com/generating-insert-statements.html

  10. B.N.Prabhu says:

    Super Aiticle. Thanks for this post.

  11. I used to deal with the same problem, until found this awsome and free tool.
    http://www.xtrategics.com/shapp/String%20Handler.application

    regards,

  12. Archana says:

    Hi ,
    i need a sql query to update a DB in excel 2010..
    i have the query(SQL) for insert in excel as ,
    ="insert into customers values('" &B3 &"','" & C3 & "','"&D3&"');"

    similarly i need q sql query for update in excel

  13. shana says:

    i want clear formulas only for insert,delete,update,select

  14. Ankit Mahendru says:

    Hi !
    I would like to thank you so much ! This trick saves me a  lot of time. Thank you so much. Really appreciate it !
     
    -Ankit

  15. Richard says:

    You may like to take advantage of this unique tool 'Excel to Database'. 
    (free for 60 days)http://leansoftware.net The Excel-to-Database utility enables you to validate and transfer data from Microsoft Excel or text file to a database table or stored procedure process. Any text data can be pasted into the application, this may be from another Excel sheet or from text files such as CSV format. SQL Server, Access, MySQL, FoxPro .. Application features Some unique features of Excel to Database include: ?Easy to use color coded/traffic light data validation ?Data is validated as soon it is typed or pasted into Excel ?Upload Excel data to a table or stored procedure process ?Allow default values ?Mandatory/must have fields can be specified ?Allow user friendly column names ?Allow excel formula / calculated fields ?Multiple database type support: Microsoft SQL Server, Access, MySQL and others (to be tested) ?Supports Custom SQL scripts, with SQL/Excel merge fields ?Database validation checks ensure you comply with any rules defined within the database ?Multiple Task configuration ?For co-operative use, Tasks can be shared across a network ?Task configuration is password protected http://leansoftware.net 

  16. Manoraj says:

    Its works fine for single record.
    I want to update 1000 records in DB. Can you help me.

  17. Richard says:

    Excel database tasks 2.3 (EDT)
    you can now load directly from any source into Excel, validate and upload to most SQL database platforms including SQL Server with automatic transaction wrapping.
    You can also use EDT as a multi-user application by easily designing your own Edit data tasks and deploying EDT on your users workstations.
    Automatically creates UPDATE/INSERT statements based on the primary key.  Default SQL can be modified as you require.
    Makes the best use if Excel power - formatting, formula, validation, conditional formatting..  without creating any problematic spreadsheets!
    Release details on the blog:
    http://leansoftware.net/forum/en-us/blog.aspx
    Thanks for the interest
    Richard
     
     
     

  18. Usman says:

    Thanks for the valueable information, it really help me alot.
     
    Thanks again.

  19. Laercio says:

    As I do with a field of type date?
    = "UPDATE SET business datetime =" & "'" & A2 & "' WHERE ID =" & B2 & ""
    the date is not 03/10/2012 is 41246. Even putting quotes ...

  20. Elaein says:

    Please show how to do it properly with dates as well as when those dates are empty. Thanks!

  21. mahesh.S says:

    In a separate column make the date to Text using below formula
    =TEXT(C2,"mm/dd/yyyy") Then Refer this text column in your update statement

  22. cjb says:

    Great post saved me a a load of time on a task i had to complete

  23. sql010 says:

    thanks for sharing article... helpful!

  24. Pooja says:

    Thanks 🙂

  25. Hello,

    Nice article.

    I have also created one tool for create table script using excel http://devssolution.com/create-table-in-sql-using-excel/

    Please check it.

    Thanks & Regards,
    Sandeep Bhadauriya

  26. […] Excel formula used – http://chandoo.org/wp/2008/09/22/sql-insert-update-statements-from-csv-files/ […]

  27. HSoomro says:

    If any one can help me out with following.
    I want to know a SQL query of below excel formula:
    =LOOKUP(0,-SEARCH(LEFT(F2,LEN($B$2:$B$100))+0,$B$2:$B$100),$A$2:$A$100)

    Excel data is as below;
    Name Codes
    names1 992
    names2 57
    names3 856
    names4 297
    names5 63

    if there is a number (29756789) then it should search in sql by taking the prefix of number (297) from (29756789) and return the name field (name4).
    Codes can be of two digit or three.

    Thanks

  28. David says:

    Here is a link to an Online automator to convert CSV files to SQL Insert Into statements:

    CSV-to-SQL: http://csv-to-sql.herokuapp.com

  29. Victor R Udeshi says:

    ="INSERT INTO table VALUES (" &A3 &",'" & B3 & "','"&C3&"','" & D3 & "','" & E3 & "'," & F3 & "," & G3 & "," & H3 & ",'" & I3 & "'," & J3 & ");"

    B3 has date data that looks like 9/22/17 but with the formula above b3 is coming out as 43000?

    how do i fix that?

  30. Mr.Shan says:

    I just want to insert the Excel records in Sql table without Visiting SQL.
    basically i m just want to run a command in Excel Only.
    Help Me..plz..?

  31. Danyal Hussain says:

    Hi I have a question maybe you guys have an answer for me

    ="insert into customers values('" &B3 &"','" & C3 & "','"&D3&"');" where B3, C3, D3 refer to above table data.

    the above technique works but is there a way to write it so it takes a range instead of individual columns. because I have an extremely wide table

    ="insert into customers values(B3:D3);" where B3, C3, D3 refer to above table data.

  32. Qadir Bux says:

    Awsome

  33. Bhagwat says:

    Its Great Effort to help everyone who working with excel.

  34. Ed says:

    Thanks for the mini-tutorial on SQL from Excel. Didi it several years ago, but couldn't remember the syntax! All the dialogue was really helpful as well!

  35. Administrasi Bisnis says:

    The formula above is taking date as string. Any solution?

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