EPF Data Analytics using Microsoft Power BI by Geetha Nadarajan

Customer Churn Analysis in Microsoft Power BI Example 1

geethanadarajan — 2024-09-10 00:56:26 UTC

Bank Customer Churn Analysis and Model Example 2

geethanadarajan — 2024-09-10 00:56:35 UTC

Tuning Time Series Models in Microsoft Power BI

geethanadarajan — 2024-09-10 00:56:46 UTC

All the different types of charts in Power BI

geethanadarajan — 2024-09-10 00:56:54 UTC

https://learn.microsoft.com/en-us/power-bi/visuals/power-bi-visualization-types-for-reports-and-q-and-a

https://learn.microsoft.com/en-us/power-bi/developer/visuals/samples

Variable 3 : CVM Dataset

geethanadarajan — 2024-09-10 00:57:03 UTC

1)Create average income frm income category:

Average_Income = CALCULATE( AVERAGEX( 'Bank_cvm2', SWITCH( TRUE(), 'Bank_cvm2'[Income_Category] = "Less than RM40K", 30000, 'Bank_cvm2'[Income_Category] = "RM40K - RM60K", 50000, 'Bank_cvm2'[Income_Category] = "RM60K - RM80K", 70000, 'Bank_cvm2'[Income_Category] = "RM80K - RM120K", 100000, 'Bank_cvm2'[Income_Category] = "RM120K +", 150000, BLANK() ) ) )

2) Trans_Amt_to_Average Income_Percentage =

DIVIDE('Bank_cvm2'[Total_Trans_Amt (RM)], 'Bank_cvm2'[Average_Income]) * 100

Microsoft Power BI DAX Functions

geethanadarajan — 2024-09-10 00:57:17 UTC

Updated Day 1 slides

geethanadarajan — 2024-09-10 06:49:29 UTC

Group E - Task 1 (Day 1)

2024-09-10 07:31:45 UTC

Group D Task 2 Day 1

2024-09-10 07:38:19 UTC

Group C - Power BI Day 1

2024-09-10 07:38:39 UTC

Group C - Day 1

Group B - Day 1

2024-09-10 07:40:55 UTC

Group A - Day 1

2024-09-10 08:02:20 UTC

Group B - Day 2

2024-09-11 02:34:10 UTC

Group E - Task 2 (Day 2) - Updated

2024-09-11 02:40:17 UTC

Group A-Exercise Day 2

2024-09-11 02:45:03 UTC

2024-09-11 02:48:27 UTC

Group C - Exercise Day 2

2024-09-11 02:58:28 UTC

Group B

2024-09-11 07:40:45 UTC

Group A_Task 3

2024-09-11 07:48:04 UTC

Group D

2024-09-11 08:00:44 UTC

Group E Updated

2024-09-11 08:36:25 UTC

Group C

2024-09-11 08:38:24 UTC

GROUP D V2

2024-09-11 08:49:10 UTC

Group B - Updated

2024-09-12 01:16:46 UTC

Group E - Task 4 (Day 3)

2024-09-12 03:38:09 UTC

Group A - Task 4

2024-09-12 03:38:42 UTC

Group D - Task 4

2024-09-12 03:39:16 UTC

Group C - Task 4

2024-09-12 03:41:18 UTC

Group B

2024-09-12 03:43:29 UTC

Group C - Task 5

2024-09-12 04:44:44 UTC

Group B

2024-09-12 04:47:53 UTC

Group E - Task 5 (Day 3)

2024-09-12 04:48:17 UTC

GROUP D

2024-09-12 04:48:51 UTC

Group A - Task 5

2024-09-12 04:49:22 UTC

Segment 1 flag

geethanadarajan — 2024-09-12 07:14:58 UTC

Segment1 = 
IF(
    ( 
        ( [Total_Revolving_Bal (RM)] <= 581 || [Total_Revolving_Bal (RM)] > 2382 ) && 
        ( [Total_Trans_Amt (RM)] > 2010 && [Total_Trans_Amt (RM)] <= 2935 ) && 
        ( [Total_Trans_Ct] <= 54 )
    ),
    1, 
    0
)

Group E - Task 6 (Day 3)

2024-09-12 07:33:23 UTC

Group A:Task 6

2024-09-12 08:04:08 UTC

Group C - Task 6

2024-09-12 08:07:49 UTC

Group D

2024-09-12 08:28:39 UTC