UEL Training To Get The Most Out Of Today Check in & Check out form provided for each session Participate, ask questions, speak so everyone in the classroom can hear you Turn your phones into silent m[.]
Trang 1To Get The Most Out Of
Turn your phones into silent mode and clear other
distractions away from your training area.
Camera is not allowed during 3 training sessions for any purposes Any violation will be reported.
Trang 2MOU 2022- KPMG and UEL
Trang 3On completion of 3 sessions, you should be able to:
✓ Understand the concept of data, dataset and database;
✓ Explain the role of data analysis and practical data analysis processes in auditing;
✓ Widen understanding of data analytics tools;
✓ Improve technical skills in data processing with Microsoft Excel (version 2016 or higher);
✓ Perform General Ledger & Trial Balance reconciliation;
✓ Understand the concept of Master Lead Sheet;
✓ Apply Power Query, Power Pivot & slicers in data processing; and
✓ Get familiar with applications of data analysis in auditing.
Trang 4Table of Contents
Introduction
Session 1
1 Data, dataset & database
2 Data analysis & data processing
3 Data analytics tools
4 Microsoft Excel & basic functions
Trang 5Interesting facts about data
✓ The worldwide data volume doubles every two years (Forbes, 2018)
✓ Every human created about 1.7 MB of data per second (Northeastern University, 2021)
✓ of all data in the world created in the last two years (Forbes, 2018)
✓ It would take ~ over 150 million years to all the data from the internet at 100 Mbps (~12 Mb/s)
✓ Between 2020 & 2024, unique/replicated data ratio is projected to change
from 1:9 to 1:10 (Statista, 2021)
✓ Only 0.5% of all data is ever analyzed and used (IDC, 2020)
✓ Over 80% of the data generated is unstructured (CIO, 2019)
✓ Data analytics top 4 benefits: 25% faster innovation cycles; 17% improved business efficiencies/higher productivity; 13% more effective R&D; and 12% product/service (Chicago Analytics Group)
Trang 6Structured & unstructured database
Trang 8Data Inflation
Bit (b) 1 or 0 The smallest piece of computer information or storage 1/8 of a character.
Byte (B) 8 bits The basic unit of computing One byte can store one character (e.g ‘A’, ‘$’, ‘x’)
Kilobyte (KB) 1,000, or 2 10 , bytes One page of typed text is 2KB
Megabyte (MB) 1,000KB, or 2 20 , bytes An MP3 song is about 4MB
Gigabytes (GB) 1,000MB, or 2 30 , bytes A two-hour film can be compressed into 1-2GB A 1GB text file contains over 1
billion characters
Terabyte (TB) 1,000GB, or 2 40 , bytes Common storage capacity of laptop’s hard drive in 2022
Petabyte (PB) 1,000TB, or 2 50 , bytes The movie Avatar needs about 1 PB of storage to render all graphics
Exabyte (EB) 1,000PB, or 2 60 , bytes If one Gigabyte is the size of the Earth, an Exabyte is the size of the Sun
Zettabyte (ZB) 1,000EB, or 2 70 , bytes Current data era ~80 ZB of data created by 2022 ( IDC’s Data Age 2025 study)
Yottabyte (YB) 1,000ZB, or 2 80 , bytes 1YB of data will be generated annually worldwide (Huawei)
Trang 10— individual facts, statistics, or items (OECD Glossary of Statistical Terms, 2018)
— set of values of qualitative or quantitative variables about one or more persons or
objects (Australian Bureau of Statistics, 2013)
Example: 09052022 BP
Trang 11I
➢ What is Dataset?
— a set/collection of data with a defined structure like arranged in rows and columns
— a collection or grouping of similar or related data assembled as a matter of record
(ODLIS, 2004)
Example: A General Ledger in tabular format, a VAS account mapping table
➢ What is Database?
— an organized collection of data stored as multiple datasets
— an organized collection of structured information, or data, typically stored electronically
in a computer system and usually managed or controlled by a Database
Management System (DBMS)
— Some of DBMS: Microsoft Access, Oracle, MySQL, SQL Server…
Example: financial service client use database to store all client-related information, loan & credit portfolio and manage it by MySQL
Trang 12I
Define why you need data analysis
Data collection
Data sanitization Data analysis
Interpret results &
apply
DATA ANALYSIS PROCESS
Trang 13I
Trang 14I
Trang 15(Anne Walsh, 2017) The most common file types for data extraction @ KPMG
Supporting communities depends on the popularity of the tools
Trang 17I
✓ Quiz session 1 with 10 question in a MS Form
✓ An opportunity to quick check your understandings about session 1
✓ Try to do it by yourself
Trang 18II
✓ Definition & nature of General Ledger
✓ Practical structures/formats of General Ledger
✓ Common fields in General Ledger:
Trang 19✓ Definition & nature of Trial Balance
✓ Practical structures/formats of Trial Balance
✓ Common fields in Trial Balance:
Trang 20✓ GL & TB reconciliation is the process in which we reconcile (compare):
• CB in TB PY with OB in TB CY (only if TB PY available)
CY: Current Year
PY: Prior Year
II
Trang 21II
Master Leadsheet (“MLS”) is the summary of unaudited and audited financial statements which includes BS, PL, CF and note disclosures It is one of audit working paper with the purposes of:
✓ Get an overview to perform planning analytical review on unaudited FS and/or final analytical review on unaudited FS;
✓ Find out any abnormal fluctuation/movements by account; determine significant
accounts to design audit program/procedures;
✓ Is a source to determine engagement scope and materiality;
✓ To update Summary of Audit Differences (SAD) to get audited FS;
✓ Contains cross-references to a series of underlying working papers that provide
additional detail regarding each of the financial captions.
Trang 22✓ Trial Balance – General Ledger – Master Leadsheet
✓ Master Leadsheet – BS working papers
✓ Master Leadsheet – PL working papers
✓ Trial Balance – General Ledger – Journal Entry Testing
✓ Trial Balance – General Ledger – Account Analysis
II
Trang 23✓ Objective: to ensure Fixed Assets were recorded properly
• Perform general analytical review (AR) for fluctuation of fixed assets
• Obtain the movement of fixed assets in the period
• Perform AR for depreciation expense
• Check to fixed assets addition, disposals and written-off
• Check compliance with Circular 45/2021/TT-BTC
✓ Conclusion
II
Trang 24✓ Quiz session 2 with 10 question in a MS Form
✓ An opportunity to quick check your understandings about session 2
✓ Try to do it by yourself
II
Trang 25✓ Power Query is an ETL (Extract, Transform, Load) tool developed by Microsoft as an Excel add-in
✓ Mainly for data transformation & data preparation via Power Query Editor interface or Advanced Editor
✓ Use Power Query M (Mash-up) formula language
✓ Integrated in Microsoft Excel 2016 and later
III
Trang 26III
✓ How to enable Power Pivot before using it for the first time?
— Step 1: Go to File - Options - Add-Ins.
— Step 2: In Manage box, select COM Add-ins – Go.
— Step 3: Tick the Microsoft Office Power Pivot box, and then click OK The ribbon now has a Power Pivot tab.
Trang 27A data modeling technology with radical
features:
✓ Work with massive amounts of data.
✓ Create single Pivot Table that
combines data from separate tables
without writing a single VLOOKUP
In Power Pivot, just Create
Relationship.
✓ Use DAX (Data Analysis
Expression) language for analytics.
✓ Integrated in Microsoft Excel 2016
and later.
III
Trang 28Attribute Power Pivot Table Regular Pivot Table Data sources Internal/External Excel data sheet,
SQL Server, Access, XML, Text…
Internal Excel data sheet only
Mix & match data
from multiple tables
Application for audit
engagements
GL Analysis/ Analyzing correspondence accounts posted against revenue account
III
Trang 29✓
III
Trang 30✓ Slicers provide buttons that you can click to filter tables or Pivot Tables In addition to quick filtering, slicers also indicate the current filtering state, which makes it easy to understand what exactly is currently displayed
III
✓ Slicer components:
1 A slicer header indicates the category of the items in
the slicer
2 A filtering button that is not selected indicates that the
item is not included in the filter
3 A filtering button that is selected indicates that the item
is included in the filter
4 A Clear Filter button removes the filter by selecting all
items in the slicer
5 A scroll bar enables scrolling when there are more
items than are currently visible in the slicer
6 Border moving and resizing controls allow you to
change the size and location of the slicer
Trang 31✓ An audit procedure to obtain audit evidence that the journal entries and other
adjustments:
• are not materially misstated due to fraud;
• are appropriately supported;
• reflect the underlying events, conditions or transactions; and
• are recorded in the proper accounting period consistent with the financial reporting framework
✓ Practice @ KPMG:
1 Interview with clients to identify high risk routines/criteria
2 Obtain General Ledger & Trial Balance
3 Data processing
4 Perform Completeness Test
5 Identify high risk Journal Entries
6 Perform test of details and documentation
III
Trang 32III
For a company operating in Food & Beverage industry, what
sales trend could be when:
1 Company reduce selling price by 10% leading to the increase
of sale volumn by 20%
2 Company lost some contracts with current suppliers
3 One of three storehouses of company is damaged due to
natural disaster
4 New entrants are easily to join the market
5 A minor change of current products meet consumers’
expectation
6 The city is locked down due to covid-19 pandemic
7 Tet holiday is approaching
Trang 33✓ An in-depth analysis in sales performance of a business to identify any abnormal
points for further testing in several aspects
III
Trang 34III
ABC is a company operating in the field of importing and distributing consumer
products of international companies in Vietnam market
Company’s product category includes Cake, Candy, Butter, Milk, Cheese, Convenience foods, Food supplement, Beverage, Spices & Ingredients…
Based on below charts on Sales of the company in the current year 2020 and prior year
2019, you - as an auditor - must perform preliminary analysis to identify whether any
abnormal features on sales performance.
You may use your own reasonable assumptions to support your analysis
Trang 35III
Some questions you could consider for preliminary analysis:
1 How is the sales trend during the period? (Increase, decrease, fluctuate, bottom,
peak…)
2 What factors could affect on this trends? (quality, price, cost…)
3 How business & industry factors could affect company's operation? (trade war,
pandemic, disease, policies, seasonality, demands …
Trang 36✓ Quiz session 3 with 10 question in a MS Form
✓ An opportunity to quick check your understandings about the whole training
✓ Try to do it by yourself
III
Trang 37✓ Recall the content of all sessions
✓ An opportunity to practice, improve your technical and analytical skill
III
Trang 38https://www.networkworld.com/article/3325397/idc-expect-175-zettabytes-of-data-worldwide-by-2025.html
https://www.techtarget.com/searchstorage/definition/yottabyte#:~:text=A%20yottabyte%20 is%20the%20largest,or%20a%20million%20trillion%20megabytes.
https://www.digitalinformationworld.com/2019/04/chart-global-data-creation-forecasts.html https://www-file.huawei.com/-/media/CORP2020/pdf/giv/Intelligent_World_2030_en.pdf https://www.dataversity.net/only-0-5-of-all-data-is-currently-analyzed/
Reference
Trang 39https://docs.microsoft.com/en-us/deployoffice/compat/office-file-format-reference
Reference (continued)
Trang 40worldwide/#:~:text=Excel%20is%20used%20by%20an,Microsoft's%20most%20important
https://irishtechnews.ie/seven-reasons-why-excel-is-still-used-by-half-a-billion-people-%20consumer%20product%20.
away/
https://exceed.hr/blog/power-query-powerful-excel-feature-you-should-start-using-right-https://p3adaptive.com/2017/05/dax-first-power-query-second/
https://powerquery.microsoft.com/en-us/
7901-4caa-ad80-028a6d2432ed
https://support.microsoft.com/en-us/office/power-pivot-overview-and-learning-f9001958- 488e-9410-5c75dbcb0f7b
https://support.microsoft.com/en-us/office/create-a-data-model-in-excel-87e7a54c-87dc- 7901-4caa-ad80-028a6d2432ed
https://support.microsoft.com/en-us/office/power-pivot-overview-and-learning-f9001958-https://slideplayer.com/slide/7556938/
https://lawtomated.com/structured-data-vs-unstructured-data-what-are-they-and-why-care/
http://digilib.k.utb.cz/bitstream/handle/10563/49919/bohunick%C3%BD_2021_dp.pdf?seq
Reference (continued)
Trang 41Q & A
Survey
Trang 42Thank you
Trang 43The KPMG name and logo are trademarks used under license by the independent member firms of the KPMG global organization.
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