Marcos_One254

smart worker

[CPA Wachira Joseph @WashiraX]

KRA has graduated to your tax accountant,

Courtesy of the Finance Act, 2026.

• Starting in January 2027, it is KRA that shall FIRST tell you, what income it believes you earned in 2026. And what taxes you shall therefore pay.

KRA will do this by generating a pre populated income tax return using the information it already has, such as:

• eTIMS data
• PAYE records
• Withholding tax records
• Plus any other information already in KRA systems

KRA shall then send you this pre-populated return by 31st January 2027.

Once you receive it, you have 2 MONTHS (February and March), and 2 OPTIONS. To either:

• Confirm it. If it is correct. Or,

• Reject & amend it. If KRA got the numbers wrong. And provide your own numbers together with supporting documents.

- If you make your amendments late. Or,
- You do not make any amendments at all,

KRA shall conclude that you have agreed with its assessment, and you shall pay the KRA generated tax bill.

After that, you can use the amended or confirmed return to file your taxes as follows:

• If you are a human being, file by April 30th 2027.

• If you have no flesh & blood (company, partnership, trust, etc), file by June 30th.
(Or the last day of the sixth month after your accounting year ends.)

One more critical mistake to watch.

• Do not assume KRA's numbers are always correct. The law has expressly given you the right to accept or reject the pre-populated return before filing.

Lessons:
• Proper bookkeeping is King in 2026.
• Mark the new tax timelines in your calendar.

Now, reread this slowly.

[Daily Loud @DailyLoud]

Kevin Hart shows off his insane mega yacht

[KABUGO @Kabugo_]

The Shunamite Woman:

This is the most underpreached story in the Bible. And it contains the most dangerous life strategy you've never been taught.

Thread 👇

[Marcos_One254 @Marcos_One254]

@AnyunguWanyungu As a Data Science student, I built my first excel dashboard.The goal is to be a Data Engineer.https://t.co/tADNqbdMui

[Marcos_One254 @Marcos_One254]

@dev_awizee Power BI

[Marcos_One254 @Marcos_One254]

@dev_awizee None

[Marcos_One254 @Marcos_One254]

@dev_awizee Yes .Steps ?

[Femi The Analyst . @Femiforge]

Learn DAX in Power Bi for beginners.

DAX stands for Data Analysis Expressions and it is a formula language to create calculations, Columns, tables, and measures.
Learn absolutely free at no cost💰💰

A thread 🧵👇

[Duru | Data Analytics @DuruOzii]

The Only Power BI Skills You Need To Land Your First Job📊

The Learning Trap:
Many beginners waste time:
• Watching long tutorials without practice
• Obsessing over advanced DAX
• Avoiding projects due to “not ready yet” mindset
• Ignoring design and storytelling

Reality Check:
For entry-level Power BI roles, focus on these key skills:

1. Data Loading & Transformation
- Import from Excel, SQL, web, etc.
- Use Power Query for cleaning: remove nulls, split columns, filter data

2. Data Modeling
- Create relationships (1:many, many:1)
- Understand star schema basics
- Set correct data types and table roles

3. Basic DAX Functions
- `SUM`, `AVERAGE`, `COUNTROWS`
- `CALCULATE`, `FILTER`
- `IF`, `SWITCH`, `RELATED`

4. Visualizations
- Use bar, line, pie, card, slicer
- Create drill-down and tooltip features
- Format visuals cleanly (colors, alignment, consistency)

5. Interactivity & Filters
- Use slicers, filters, bookmarks
- Enable drill-through to detail pages

6. Publishing & Sharing
- Publish to Power BI Service
- Schedule data refresh
- Manage workspaces and permissions

7. Business Context
- Focus on KPIs, trends, and insights
- Tell a clear data story with your report

Final Tip:
Build 2 real-world projects (e.g., Sales Dashboard, HR Analytics) — that’s what hiring managers want to see.

[Marcos_One254 @Marcos_One254]

@iam_daniiell Road map

[Marcos_One254 @Marcos_One254]

@MrCharlesky Interested

[Marcos_One254 @Marcos_One254]

@DuruOzii Done

[SHAV★ @shavnyuy]

Rwanda keeps showing most of Africa what it refuses to try.

Most people think brick means red. Brown. The colour of laterite and fired earth. That’s all we imagine when someone says “build with local materials.”

This is African Leadership University, Kigali. The brick is pale. Almost cream. Still clay, still local, made in Muhanga, 1.5 hours from the site, fired in coffee-husk-powered kilns. Same earth, different result. Rwanda didn’t abandon local material for aesthetics. They refined it.

The structure underneath is compressed stabilized earth blocks fabricated on site. Six terraced levels down a 40-metre hillside. No air conditioning in most of the building. Shaded corridors and natural ventilation handle Kigali’s climate. An 1,800 cubic metre stormwater pond manages the rain. The hill, the wind, the earth, all doing structural and environmental work.

Furniture made on site. Lighting made on site. Signage, lockers, benches, all local fabrication. Rwanda didn’t just use local material for the walls. They used local hands for everything inside.

This is not an exception. This is a pattern. And the buildings speak for themselves.

MASS Design Group | Kigali Innovation City, Gasabo District 🇷🇼 | 6,500 m² | 2021

[Marcos_One254 @Marcos_One254]

@DuruOzii SQL

[Duru | Data Analytics @DuruOzii]

For those that commented "EXCEL"

Here are some of the BEST websites where beginners can practice REAL Excel business analysis tasks for free

📊 EXCEL PRACTICE & BUSINESS ANALYSIS WEBSITES

1. Maven Analytics Data Playground
https://t.co/478lNxxaTe

Real business datasets
Excel friendly projects
Sales, HR, finance and operations analysis

2. Kaggle
https://t.co/ZU73hxKuHl

Massive real world datasets
Perfect for Excel cleaning & analysis practice

3. Excel Practice Online
https://t.co/kIwUSMFztB

Beginner friendly Excel exercises
Formulas, PivotTables, charts and analysis tasks

4. Chandoo
https://t.co/zh6qmGoI7O

Business focused Excel exercises
Dashboards and reporting practice

5. Contextures Sample Data
https://t.co/vY28yQHAOy

Free downloadable Excel datasets
Great for PivotTables, dashboards and KPIs

6. Spreadsheeto Practice Hub
https://t.co/6VSJk3EJrA

Excel business datasets
Analysis and reporting practice

7. https://t.co/QhmujbVkxo
https://t.co/X043bpwMud

Real government datasets
Useful for cleaning and analytical thinking

8. Our World In Data
https://t.co/ZI9hSlb8zd

Real world global datasets
Trends and KPI analysis practice

9. FiveThirtyEight Data
https://t.co/SnIQoKEylN

Storytelling focused datasets
Perfect for insights and visualization practice

10. Excel Exposure
https://t.co/0aL8LK2E0N

Free structured Excel learning
Beginner friendly to intermediate practice

BEST WAY TO PRACTICE AS A BEGINNER

Don’t just practice formulas

Practice:
Identifying trends
Finding insights
Building PivotTables
Cleaning messy data
KPI analysis
Dashboard storytelling
Stakeholder recommendations

Because real Excel analysis is about solving business problems

[Marcos_One254 @Marcos_One254]

@mbiti_mwondi [email protected]

[Eric @amerix]

A man's end month:

"Daddy, new shoes for church. Mummy said the one I wanted was 2,000."

"Hello dear, also, don't forget to deposit Ray's fees tomorrow. It is 18,000 for Grade 5 pupils."

"Hello Dad, the WiFi isn't working. I have an online lesson for Research Writing this evening. Send 6,500 to pay for its reconnection."

"Hello parents, the Grade 10 Yellow will be going for a Mathematics trip to the Museum of Illusion, Nairobi. The cost of the trip per student is 15,000."

"Boss, the tree on the lower side fell on the cowshed. Fundi repaired it. Send 4,000."

"Hello, dear, my dad's monthly diabetes clinic is tomorrow. Send me 7,000 to fuel the car."

"Baba Ray, good afternoon. Ray took three bunches of bananas for cooking yesterday. The Bill is 1500."

"Bro, the vet treated mum's cow. I paid 100, the balance is 2,900."

"Boss, the balance on the previous repair of the sockets and bulbs was 6,000. Please send me so that I can pay the electrical shop."

"Bro, my husband was severely injured last night after a fight. We are fundraising for his head surgery. As my elder bro, send 3,000."

"Hello, sir, James, the janitor in the maintenance department, lost his wife. We are fundraising. Send 1,000."

"Boss, I will not be there on Wednesday, so bring your car for service tomorrow morning. The bill is 8,000."

"Hello, cousin, I was called for an interview but I don't have fare. Please send me 1,000 for fare and lunch."

"Praise God, brethren, Kevin's wedding committee will sit tomorrow. As the chairman, you will kickstart the fundraising with 25,000."

"Good evening, your gym subscription will end tomorrow. Please pay 2,500 to continue with your fitness classes without interruption. Thank you."

"Hi, I need a favour. My gas went off when I had just put the veggies on cooker. Please send me 3,000. I will refund you tomorrow."

To be a MAN is to bear responsibility for all things.
#MasculinitySaturday

[Ezekiel @ezekiel_aleke]

Here: https://t.co/EvkZgHdyS1