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Crash Course on Startups Analytics
Presenter: Sik Hoe Yong
BI Lead, Speedrent
Background
• Education:
– University of Wisconsin-Madison, USA
– Bachelor in Business Administration
– Majors: Actuarial Science & Risk Management
• Past Experience:
– Towers Watson- Actuarial Analyst
– Easy Taxi- Head of BI
– foodpanda- Head of Ops BI
Objective
• Learning the basic/most useful techniques to
manipulate data
– Getting familiar with Excel/Google Sheets
– Getting familiar with some useful
formulae/features
– Explore possibilities with these tools
Agenda
• Brief Introduction to Analytics
• Choosing the Right Tools
• Workshop
– Microsoft Excel
– Google Sheets
– Google App Scripts
Brief Introduction of Analytics
• What is analytics?
• Why analytics?
• Who uses analytics?
Choosing the right tools
• Basic Analysis: Microsoft Excel
• Report Sharing/Automation: Google Sheets
• Data Visualization: Microsoft Power BI
• Data Crunching: SQL
• Data Modeling: R
Workshop
• Excel
• Google Sheets
• Apps Scripts
Getting Started
• Download Raw Data:
– Go to http://bit.ly/ghaws
– File>Download as>Comma Separated values
– Open in Microsoft Excel
Microsoft Excel
• One of the most popular analytics tool
• Many one-click features
• Good for basic/simple analysis, but too slow
for massive data crunching
Popular/Useful Features
• Text to Column
• Drop Down Items
• PivotTable
• Macro Recording
Manipulating Dates
• Getting Day, Month, Year from Dates
• Getting Dates from Day, Month, Year
• Finding the Beginning/End of Week/Month
VLOOKUP/INDEX+MATCH
• =VLOOKUP(lookup_value, table_array,
col_index_num,[range_lookup])
• =INDEX(array, row_num, col_num)
• =MATCH(lookup_value,
lookup_array,[match_type])
IF STATEMENT
• =IF(logical_test,[value_if_true],[value_if_false]
)
Google Sheets
• Very progressive, a lot more possibilities
– Apps Scripts, Extensions, Add-ons
– Google services
• Google Finance
• Google Translate
• But with certain limitations
Google Sheets
• Useful Features
– Add-ons
– Autochart/analysis
Google Sheets: Useful Functions
• FILTER
• QUERY(advanced)
• ARRAYFORMULA
• IMPORTRANGE
Other cool functions
• https://support.google.com/docs/table/25273
• =GOOGLEFINANCE
• =GOOGLETRANSLATE
• =IMAGE
Apps Script
• Similar to JavaScript
• Build Almost Anything
• Build a Tic-Tac-Toe
Prepared by: Sik Hoe Yong
sikhoe.yong@uwalumni.com

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Crash Course on Startup Analytics

Notes de l'éditeur

  1. There are many tools out there that helps you to visualize raw data, so you just need to click on one button and you get your analysis. But sometimes, these tools are not flexible enough to just run a simple analysis that perhaps just need one excel formula. So what we are learning today, are these small little techniques that allow you to run some quick analysis, and as you keep doing it, you will slowly learn how you can combine all these small little techniques to run a complex analysis.