Pro version : For Google Forms Questionnaire that has Open End Questions
Open End : Instead of choosing available option, respondent write their own answer whether in Short Answer (question with answer in short text or numeric) or Paragraph (question with answer in long text or essay). Answers for open end question especially Paragraph often contains multiple data in a cell.
TataKelola dan KamSiber Kecerdasan Buatan v022.pdf
Ā
Splitter Pro version Tutorial June 2020 - English
1. June 2020
Splitter: Excel Add-In For Google Forms
Survey Data Analytics Tutorial
With Solution for Multiple Data in A Cell, Splitter Will Make your Excel
powerful survey analytics tool
Pro version
2. 2
1
If you run a survey using Google Forms, summaryresultfor each question will be available
in real-time. Summary means aggregateresultfromall respondents participating so far.
Usually it is presented in the formof chart(pie, column or bar) that can be copied.
However data deep dive may be needed, analysis deeper than the aggregate level, for
example
ā¢ Result breakdowns by gender (male and female), age (teens, adults, seniors), economic
class (lower, middle, high).
ā¢ Results fromselected respondents. An example for national survey is to show results
fromcertain region or city only.
2
Raw data is available in Google Sheet. Column
represents question while row respondent. For
each cell contains answer for certain question
for a particular respondent. The one cell format
applies regardless of question type: single
answer, multiple answer, or open end. Pivot
table usefor Google Forms survey data is
thereforelimited to survey with single answer
questions.
The data however can be downloaded as Excel.
3
In Excel, we areallowed to develop Add-In, thatis additional set of
customized formulas. Wehavedeveloped Add-In called Splitter to
address GoogleForms survey data format
Google Forms Summary Result and Survey Raw Data
Summary Result in
Google Forms
Survey data in Google Sheet
can be downloaded to Excel
3. 3
Splitter is Excel Add-In For Google Forms Survey
Data Analytics. It is specially designed for Google
Forms survey data downloaded as Excel.
Splitter can also be used as analytics for survey
data from other online surveys exported to Excel
(after adjusting its data format following that of
Google Forms)
Splitter makes your Excel a powerful survey
analytics tool.
Splitter solves key issue for Google Forms survey
data format downloaded in spreadsheet which
otherwise Pivot Table would suffice : how to
handle multiple data in a single cell.
For Excel for Windows only.
Splitter: Excel Add-In For Google Forms Survey Data Analytics
Google Forms survey data downloaded as Excel
4. Splitter Versions
4
Three Splitter versions are available depending on question type used in the questionnaire.
1. Student version : For Google Forms Questionnaire with Closed End questions only
ā¢ Closed End : Multiple Choice (question with single answer) and Checkboxes (question
with multiple answers allowed - multiple data in a cell in a cell format)
ā¢ Analysis : Crosstabulations and Filter. Download Tutorial
2. Pro version : For Google Forms Questionnaire that has Open End Questions
ā¢ Open End : Instead of choosing available option, respondent write their own answer
whether in Short Answer (question with answer in short text or numeric) or Paragraph
(question with answer in long text or essay). Answers for open end question especially
Paragraph often contains multiple data in a cell.
ā¢ Analysis : Cross tabulations, Filter and Coding for Open End Questions.
3. Pro X version : Data Entry Diagnostic and Editor
ā¢ Mainly for Paper Questionnaire with manual data entry in Excel. Closed End and Open
End Questions. Download Tutorial
Google FormsTutorial: Howto Create Online SurveysGoogle FormsTutorial: Howto Create Online Surveys
5. ā¢ DownloadSplitterPro version programfrom our Google Drive here
ā¢ How to Install and Run Splitter in Appendixof this tutorial
ā¢ DownloadExcel file for exercise in this tutorial
ā¢ Product Test. Download here.
Download Links
5
7. 7
Open Google Forms Survey Data in Excel
Data startsat A1
ā¢ Preparedata (1) Download GoogleForms surveydata as Excelor (2) copy the data to a sheet in a new
workbook/Excelfile. Data should startat cell A1.
ā¢ For firsttime running a survey data set, the sheet containing survey data needs to be the active sheet, sheet located
on the front(you can seethe data in the sheet). Click Splitter Pro.
Splitter Pro button in Add-Ins tab
Sheet containing survey data should be thetop
sheet if you have several sheets on workbook
IN COLUMN P, ANSWERS TO OPEN QUESTION,
MULTIPLE DATA IN A CELL
GOOGLE FORMS SURVEY DATA
DOWNLOADED AS EXCEL
Top row containsquestions in
the questionnaire
In each row are answers for a particular respondent. Each
column is answer to eachquestion in the questionnaire
IN COLUMN Q, ANSWER TO OPEN
QUESTION NUMERIC
8. 8
Click Splitter Button to Show Analytics Window
ā¢ Shortly after clickingSplitter button a window pops up.
ā¢ The window contains list of questions in questionnaire and analytics tabs.
Questions in the
questionnaire
For first time running a survey data set, we will
be moved to another sheet āNew Sheetā
Splitter button
The sheet that contains survey data will be
renamed to āForm Response 1ā
Analytics Window
Analytics Tabs
9. 9
Set Up ā Automatic Coding Result
ā¢ In set up you will see automatic coding* result for answers given for each question
*Coding = Assigning number to text data so that it can create tables
This includes automatic coding fromopen end question like the example here.
Remember that for open question, for firsttimeopening Splitter, the automatic coding
resultmostlikely will still need further manualreview and editing.
Automatic codingresultfor answers for this question :
1=Sweetness justright,2=orange taste good, 3 = soft
orange sacs and so on
Selectedlabel
up
Selectedlabel
down
ClearSelection
Now inSetUp
tab
10. 10
Summary Tables
ā¢ To create summary tables that is tables for all respondents, go to Question tab and select which
question you want to create tables from
Nowin
Questiontab
11. 11
Cross-tabulations
ā¢ To create cross-tabulation, Select which questions in Question tab and apply which questions in
Across tab
NowinAcross
tab
12. 12
Filter
ā¢ When we want to create tables from respondents with certain criteria only.
NowinFilter
tab
13. 13
Splitter Pro Analytics Tabs and Important Information
ā¢Sheetname containingsurveydatawill
be renamedtoForm Response 1.
ā¢If you have additional datajustadd
startingfromthe nextrowafterthe last
data.
ā¢Changingthe contentof FormResponse
1 sheetafterthe dataisrun will not
have any effect.
ā¢Save before exittosave tablesand
setting(inhiddensheet)
ā¢On firsttime runningof adata set,
Splitterwilldoautomaticcoding
(assigningnumbertotextdatasothat it
can create tables),soitmaytake some
time if the questionnaireiscomplexor
large sample size.Youcanbreakthe
sample intosmallersample size.
Grid: Anotherlocationtoproduce
tablesotherthanQuestiontab.Itisfor
showinginone tablemultiple questions
havingthe samelabels.
Numeric: To code numeric
data, create groupswith
selectedcriteria
Coding: Codingfunctions to
analyze text
(edit/add/combine/exclude) Output: The type of output
wantto be displayedin tables:
count,percentage,average,
standarddeviation,significant
test
Setup:To orderlabel
Question: Thisis the maintab,to display and
selectquestion toruntocreate summarytable.
Multiple selection will runall of the selectedquestions.
Thiswill be shown astables downward, startingfrom
the top mostselectedquestion.
Across : If inadditiontoselecting
questionsinQuestiontabyoualso
selectingquestioninAcrosstab,you
will produce summarytablesand
segmenttableswhere eachsegment
ismade from respondentschoosing
particularanswerinselectedAcross
question.
Filter: Toselect
respondents byapplying
criteriafromwhichthe
tables are created.
Search : To search
respondentIDand their
answertocertain
questionforrespondents
meetingcriteria
14. ā¢ In analysisusing Splitter,the originaldatawillbe on a sheet āForm Response 1ā
ā¢ Splitterwillnot make any changeson youroriginaldata.Thereforefor analysisyou
can playaroundwith datafreely, try out differentanalysis.
ā¢ If you want to start a new in a new workbook,you can copythe datain sheet
āForm Response1ā to new sheet in the new workbookthen Run Splitteragain.
In Splitter it is Safe to Play Around with Data
14
16. Set Up Tab (1)
ā¢ āLabelā coding
āLabelā coding will separate whole
cell content into its individual data
using comma sign (ā,ā) as separator
and list down all unique individual
data that make up all answers.
Label coding
Answers to open end question
Question
We arein survey data sheet
Coding result
Switch coding
In GoogleForms, in Checkboxes question typewheremultipleanswer is allowed, the separator between
option answer is using comma.
17. Set Up Tab (2)
ā¢ āCellā coding
āLabelā coding will try
to try to separate
whole cell content into
its individual data and
list down each unique
individual data that
make up all answers.
Label coding
Answers to open end question
Question
We arein survey data sheet
Cell coding
Question
āCellā coding will capture whole
cell content as individual data and
list down all individual data that
make up all answers.
We arein survey data sheet
As for default, Splitter uses āLabelā coding. Theresult between āLabelā and āCell codingā will be the
sameif there is no multiple data in a cell, that is no comma sign in cell content
Coding result
Answers to open end question
Switch coding
18. Set Up Tab (3)
ā¢ In Set Up, you can reorder coding result, as to how to display them in tables.
Codingresultfor this question :
1= Sweetness justright,
2= orange taste good
3= soft granuleetc
Question
Selectedlabel
up
Selectedlabel
down
ClearSelection
Code number is used to calculate
average and standard deviation
(of answers).
19. 19
ā¢ Put your cursor anywhere in any sheet as long as not in Form Response 1 (survey data sheet).
ā¢ Check on questions you want to make tables from. Click Run.
Question Tab
Select question(s)
Click Run to create table(s)
Table for this
question
Table for the same question after reorder label
in Set Up tab, Add new label in Coding tab,
add average and std dev in Output tab
Reorder label and add label is often necessary for example for
average calculation, that we have to have full scale and in correct
label order (therefore the code number)
The changes made in label order and/or additional label will be
saved if you save the file.
Additional label,Add
in Codingtab
Now in Question tab
Can produce multiple
tables at once
20. 20
Across Tab
ā¢ Across tab has similar window display with that in Question tab. Here we select questions to be
across variables from which tables are created in addition to the summary/total, ie cross-tabulation.
The checked questions Question tab and in Across tab
will create cross-tabulation
Click to apply selection back
to Question tab.
To clear checked
questions
Showing the tables by Gender and
Age as checked in Across tab
Tablefor each
segment
Now in Across
tab
If in addition to selectingquestions in Question tab you also selecting
question in Across tab, you will producesummary tables and segment tables
where each segment is made from respondents choosingparticularanswer in
selected Across question .
21. 21
Grid Tab
ā¢ In addition to Question tab, another location you can also produce table is in Grid tab. In Grid tab we
select multiple questions to be shown horizontally as grid, instead of one by one downward as in
Question tab. Splitter recognizes grid when a set of question have similar set of answer options (Labels)
Every checked question creates table to the right.
Each question has the same labels. Labels only shown once on the
first checked question only.
Click to produce
tables on checked
questions
To clear
checked
questions
To clear
checked
questions and
filter
If no one answeredparticular
label/option answer thenin
autocodingthere will not be such
labelidentified. Inthisexample for
each question we added āDo not like
verymuchā in Codingtab.
Each questionhas tohave the same
labels and inthe same order.
To add label goto Coding tab
Now in Grid tab
ExitSplitter
22. 22
ā¢ In the Filter tab, we specify the criteria (sub sample) from which the tables are created.
ā¢ A filter can be used when producing table in Question tab or Grid tab.
Filter Tab (1)
Drop down
menu toselect
filter questionFilter 1
In a selected question for filter, check
which one you will use for filter. If more
than 1 is checked, that means āORā. Here
respondents whose social economic are
Middle, Upper 1 OR Upper 2
Click to confirm filter
selection, go back to
Question tab
Click to confirm filter
selection, go back to
Grid tab
Clear All Filters You can add up to 10 filter
question to use. The
relations between filter is
āANDā.
Now in Filter
tab
23. 23
ā¢ Filter used in Question tab
Filter Tab (2)
The top of tables
shows filter used.
Tables for each
segment after Filter
Tables for second
question also Filtered
Now we are on
Question tab
Click to Produce
tables
24. 24
ā¢ The same filter used in Grid tab
Filter Tab (3)
Now we are on Grid
tab
Click to Produce
tables
The top of tables
shows filter used.
25. 25
ā¢ In numeric tab, Splitter will ācode numeric valuesā so tables can be created.
ā¢ Numeric values include integers, 0, minus, or fraction.Thenumeric values should befreeof units ($, km,
kg, etc) or any sign (>,=,<) or range(5 - 10).
Numbers that arefree of units or
symbols aretreatedas numeric
Numeric Tab (1)
IN COLUMN Q, OPEN QUESTION THAT
EXPECTS NUMERIC ANSWER
26. 26
Numeric Tab (2)
Drop down menu to show
question with numeric data
There are3 columns in this
box: respondent number,
column 1 content
(Timestamp or respondent
ID), and numeric data for
each respondent.
Minimum and
maximum value found
in the data
Searchfunction, to look
for respondent
number having specific
value
Highlight if you want to edit
thevalue
Edit here
Respondent number
search result
Coding for numeric starts
here
Select whether touse 2 operators
or1 operator. 2 operators two
boxes will display, 1 operatoronly
1 display on theright.
Enterthe lower and upper
value for group criteria. If1
operator only the right box
need value
ā¢ The ānumeric data codingā in Splitter aims to create groups of numbers by setting group criteria
Click Apply tocode after
all criteria is set
Clear criteria andthe
previous groupdata
Press set criteria after
each group criteria is
set. Group criteria will
show on the box
below
27. 27
Numeric Tab (3)
Example : Creating Groups of Numeric Values
ā¢ Suppose after looking at the data, we would make 3 groups out of these numbers < 2, 2 <= x <= 4,
and >4
Select 1 operator
Select option <
Fill in ā2ā in the right
box.
Hit set criteria
Select 2 operators
Select option <= and>=
Temporary
criteria shows
here
Fill in ā2ā in the left and
ā4ā in the right box.
Fill in ā4ā in theright
box.
Select 1 operator
Select option >
Hit set criteria Hit set criteria
Temporary
criteria updated
Notification that
numeric data has
beencoded
After all criteria
has been set
Click apply to code
28. 28
Numeric Tab (4)
Example : Creating Groups of Numeric Values
Some notes:
ā¢ If the numeric data not coded yet when try to run table, there will be message box to check numeric coding.
ā¢ Tostart new grouping from scratch, just hit clear button and set new criteria.
ā¢ You can use groups coding result in Across or Filter tab
ā¢ If you set criteria non exclusively ( example x <2 and 1<x<3) then there will be chances that 1
response will be counted more than 1.
ā¢ If you save the workbook, the coding result will remain.
Coding result
Numeric values
29. Coding Tab ā Editing Answers to Open End Questions (1)
Main Steps
ā¢ For Splitter Pro, once we open Splitter all answers will have been coded automatically including
questions from open end. The default code method is āLabel codingā which tries to separate whole
cell content into its individual data using comma sign as separator.
ā¢ In writing we use comma to separate words, phrases, ideas etc. However when respondents
write on their own, often the writing needs editing first so that the result from āLabel codingā
using comma as separator would be as expected.
Coded box, showingthe text(s)
that have been coded through
usingdefaultLabel coding.
Click this to uncodeall
Now in Un coded box, switch to cell coding.
Now we have the original writingas wenow
capturethe whole cell content
In the box is thehighlighted text
Type revision here.Focus on where
to put comma sign as separator (not
for correct writingpurposethough)
Hit Edituncoded to send edited text back to
uncoded box. Or HitEnter button twice.
We are in Codingtab
30. Coding Tab ā Editing Answers to Open End Questions (2)
Main Steps
ā¢ In Splitter, text has to be coded to create table.
ā¢ On the other hand, text has to be uncoded to edit it.
If edits have been completed,
switch codingmethod to Label.
Now answers areseparated into its
individual data.
Click this to codeall
Now all edited texts havebeen
coded, tables can be created
31. Coding Tab ā Edit/Add
Complete Menu for Editing Open End Questions and Add Text
Info that the data in the
question contains
uncoded text
Uncoded box,
showing text that
has notbeen coded
To code uncoded text,
for all texts in the box
To show
uncoded
text
To code uncoded text, only
for selected text
Highlighted text in
the uncoded box will
be shown here
Coding methodology
that will beapplied
to uncoded part
Edit the highlighted text
here or to add label. To sendeditedtext
back to uncoded box
Move highlighted
text in uncoded
boxto next line
Codingmethodology of the
resulttext in coded box
Coded box, showingthe
text(s) that have been
coded
Dropdown menu to view
which question to showcoding
Info that the question is
numeric (therefore shouldbe
coded in numeric tab)
To uncode selected coded text
To uncode all coded text
To move up, down, clear,
delete highlighted
text/label in coded box
This is the preview box for edit highlighted text in
uncoded box / add text
Number oflabels will be created
Clear textbeingprocessed
Edit is toedit the highlighted text in
uncodedbox, the result will be coded
and goesintocodedbox
Add is to create additionaltext.
The text will be codedand goes
into codedbox
32. 32
Coding Tab ā Combine/Exclude (1)
ā¢ Text that has been coded can be combined.
Select texts that want to be
combined
Top most text will beheader text
of the combined texts
Move selected text
up
Move selected text
down
Combine
selected texts
Clear selected
texts
Sort all texts in
the box
Components of
highlighted text
33. 33
Coding Tab ā Combine/Exclude (2)
ā¢ Text that has been combined can be excluded
Clear selected
text(s)
Excludeselected
text(s) from the
combination
Components of
highlighted text
after exclusion
34. 34
Coding Tab ā Combine/Exclude (3)
ā¢ Show components of combined text
Check this box to
showcomponents
of combined text
35. 35
Adding Text (1)
Adding text/label example: Scaling intervals are not complete during text coding
ā¢Question to evaluate likinguse a scale from āDo not likevery muchā to āLike very muchā to
evaluate liking.However no respondents answered āDo not like very muchā,
ā¢The calculation of average and standard deviation is based on code number. If it is not
complete, the score would not have been the result that we want.
Toadd text/label/option
answertype inthe box the
text.ThenclickAdd
Text/labeladded
36. 36
To move up, down option
answer. Reorder so that the
better the likingthe higher
the code
Code number will beused
for calculation average,
standard deviation
Additional option answer now partof table. Look at0%
which means duringautomatic codingSplitter doesnāt
findthis answer as noonementioned this answer.
Calculationisnowwith correct code number
Adding Text (2)
37. 37
ā¢ The search function is to look for respondents ID and their responses for a particular question for
respondents who meet criteria through filter. We can apply filters up to 10 level.
RespondentID,
here using
Timestamp
Number Responsesto
particularquestion
Search Tab (1)
Responsestothe question
to use as filter
Questiontouse as
filter
Addanotherfilter
question
Back to view page Clearall filters
38. 38
Search Tab (2)
Printto Sheet
Searchresultprinted
ā¢ We can have the search result printed in sheet.
39. 39
This Count applies to cases of Combined texts in
Coding tab: In net count, multiple responses
from one respondent if it belongs to the same
group will be counted only 1 response Show tables in
Percentage orCount
For cases where missing data exist,
choose whether toinclude the
missing data as respondent base or
just respondents with answers.
To show the
average(of code
number). For question withnumeric
data, whether to show
averageand standard
deviation of the actual
numeric value or itscode
number
To show standard
deviation(of code
number)
To show Top 1, Top2, Top
3 (of code number)
percentage. Usually for
scaling where we are
interested in combining
responses.
Significant test on the
averageor proportion
(Percentage of Top 1,
Top2 or Top 3 Boxes)
Go to Question tab Create data sheet : Code
number format, or
Label/Text format
Output Tab (1)
Go to Grid tab
Calculate Pearson
Correlation.
For scaling questions in Grid
format.
ā¢ In output tab there are a number of options regarding table presentation
40. 40
ā¢ An example from a product test research. Splitter creating tables from Grid tab and selecting
Average, Standard Deviation, Top 2 Box, Significant Test and Pearson Correlation.
Output Tab (2)
44. Download Splitter.Save in your Preferred Directory.
Make sure Macro is Enabled for Splitter.
44
ā¢ Splitter is an Excel Add-Ins /macro program. If at any point during Splitter installation your Excel
asks to āenable macro?ā, reply yes.
ā¢ A couple of options to make sure macro for Splitter is enabled therefore would not be blocked
Right click on Splitter file, Go to
Properties. Check to Unblock
Check to unblock
Go to Trust Center in
Excel Options.
In Trust Center
Settingsā¦
Go to Trusted
Locations.
Add Locations
where Splitter is
located.
Option 1 Option 2
Trust Center
Trust Center Settings
Trusted Locations
Add Locations
Add Splitter to
Trusted Location
Directory
45. In Excel Option. To Add Ins.
Click Go in Manage Excel Add Ins
45
Excel Add Ins
Manage Excel Add Ins, Goā¦
Excel Option
46. Browse for Splitter in Directory where it is Saved
46
Browse for Splitter
In directory Splitter
is saved
ok
ok
47. Turn On Developer Tab
47
ā¢Excel 2007 : Excel option, Popular, check Show Developer tab in the ribbon
ā¢Excel 2010, 2013, 2016, 2019 : Excel option, Customize Ribbon, under main tab check Developer
Customized Ribbon
No Developer tab
Check on Developer
ok
Developer Shows up
48. On Developer tab, click Visual Basic.
On Visual Basic window, select Splitter. Run
48
Click Developer tab
Click Visual Basic
On Visual Basic
Highlight Splitter
Hit play button
Run Splitter
Add-In tab shows up
Splitter is installed
50. Running Splitter on Empty Sheet : āCheck Survey Spreadsheetā
50
Click Splitter
On empty sheet it
says āCheck survey
spreadsheetā
51. With Survey Data Downloaded from Google Forms as Excel.
The data should start at cell A1. Click Splitter
51
This is the survey dataformat in Excel downloadedfrom Google Forms. Startsat cell A1,
Questionstothe right, Respondentsdownward.Click Splitter
For firsttime runningasurveydataset,the sheetcontainingsurveydataneedstobe the active
sheet,sheetlocatedonthe front(ifyouhave severalsheetsinthe workbook).
52. For First time Survey Data Opened Splitter will do Automatic Coding.
We will be taken to new sheet āNew Sheetā
52
Trial Period for 7 Days
We arenow in āNew Sheetā
The sheet that contains survey data is
renamed āForm Response 1ā
Click to Continue Trial
If you havenātentered Activation Code
Enter Activation Code here
Clik to validate code
56. ā¢ After installingthere is a 7 day free trial
ā¢ Afterwards, Activation codecanbe purchasedonlinevia paypal.
ā¢ Activationcodewill be sent to your paypal emailrightafter payment.
ā¢ To ActivateEntercode in Splitterpop up window.
ā¢ This is not a subscription.After activation periodis over there is no automatic
renewal.
ā¢ Youād want to purchasecode to re-activateSplitter
Buy Activation Code ā Splitter Pro version
56
Select ActivationPeriod Option
Will go to PayPal Landing Page
For alternative paymentmethod contactSplitter@maxiresearch.com
1 Month
$12
3 Months
$27
6 Months
$48
1 Year
$72
58. 1. VideoTutorial forSplitterPro Version
ā¢ To complementthis tutorial,this videotutorialshows the basics of using Splitter
Pro version.Clickhere to watch
ā¢ In the Pro video tutorialwe onlydiscuss the additional tabsnot available inthe
Studentversion.
ā¢ Watch the Studentversionhere.
2. Using Splitterfor OnlineSurvey (Other than GoogleForms) DataAnalytics
ā¢ Splitter can be used as analytics tool for any online survey data. Export the
data as Excel (or file type that can be opened by Excel) and adjust its data
format following that of Google Forms. More detaildownloadhere.
3. EasyPivot: Excel Add-In for Sales DataAnalytics.
ā¢ For sales dataanalysis,by creatingdatabreakdownsandfilters (exampleby
region, product,salesperson,etc). Objectiveof EasyPivot is to provide
alternative,easierto understandPivotTable.
ā¢ Tutorialhere.
OTHER SPLITTER / EXCEL ADD-IN MATERIALS
58
60. ā¢ MAXI research is a market research companyinJakarta.
ā¢ Visit www.maxiresearch.com
ā¢ Splitter:Excel Add-In for Google Forms Survey DataAnalyticsand EasyPivot:Excel
Add-In for Sales DataAnalyticsisdevelopedby MAXI research founder Adhi
Wikantyoso.
ā¢ Linkedinprofilehere
ā¢ SplitterIntroduction Video here
ā¢ Documentsuploadedin Slidesharehere
ā¢ Collection ofGoogle Formsquestionnairesinmarketing, business, HR, lifestyle
in Englishand BahasaIndonesia,thatyou can copy to your Gdrive for free. Click
here.
ā¢ QuestionsregardingSplitteror Google Forms andtrainingsemail
adhi.wikantyoso@maxiresearch.com
MAXI research
60
61. MAXI research
PT. Mulia Karya Inovasi
Office 8, Level18-A
Jl. Jend Sudirman Kav.52-53SCBD
Jakarta Selatan 12910
Indonesia
www.maxiresearch.com
ask@maxiresearch.com
THANK YOU