Peterson

[Òluwa-Gbotemi @Skolex5]

You already earn money.

Now I’m going to show you how to build a system around that income

how much to keep, where to keep it, when to invest and how to start building a portfolio.

See you in class October 25th .
Sign up , limited seats !!!

https://t.co/veaP5V8hqz

[Peterson @Peter_saxi]

@Amy__baby01 Thank you

[ZADDY @zaddy1960]

Happy New Week! 🌟

May this new week bring you peace, favour, open doors, and beautiful opportunities. May God order your steps, bless the work of your hands, and protect you and your loved ones. May every challenge turn into a testimony, and may you have countless reasons to smile.

Have a blessed, fruitful and successful week ahead! 🙏🏽✨
#happynewweek

[Peterson @Peter_saxi]

@hendrayhorc Congratulations boss.

I wish to become part of the HORC system sir.

[Aproko Doctor Global @aproko_doctor]

Last year we made a video on how to identify fake palm oil. Watch and learn so you don't fall victim.

[Toyyib Adewale Adelodun @taadelodun]

A lot of parents tell me they play this video for their children at the start of the school year.

Please watch and share.

May our children succeed 🙏

[Sir Dickson @Wizarab10]

Let's talk about the Zenith Bank story going around.

There's a lot of fear, but not enough facts. Here's exactly what happened, and more importantly, what it means for YOU as a customer.

Zenith Bank confirmed some customer contact details - emails and phone numbers - were accessed without authorization. That's the full scope. But here's the part everyone's skipping past...

NO money was touched. NO account numbers. NO passwords. NO PINs. Not one naira moved. This wasn't a breach of your funds - it was exposure of contact info, and that distinction matters a lot. Let me explain why.

This wasn't even a "Zenith-only" problem. The bank says it's linked to a bigger, global cyber-attack hitting multiple organizations right now. Nigeria's CAC, Sterling Bank, and Remita have all faced similar incidents this year. This is an industry-wide storm.

Zenith's Reaction:
The moment they discovered it, they activated incident response protocols, brought in cybersecurity measures, and kept every digital channel running. Your app, your ATM, your transfers, all working normally throughout.

Here's the only real risk now:
Scammers using this news to impersonate Zenith. If anyone calls or texts you, asking for your PIN, password, or OTP "to verify your account" - that is not the bank, that is a criminal. Zenith will NEVER ask for that.

Bottom line:
Your money is safe. Your login details are safe. The bank responded fast and has been transparent. Stay alert, ignore suspicious messages, and don't let panic do what the hackers couldn't.

Retweet this thread because someone on your timeline is panicking right now over something that didn't even touch their money. Let's calm the fear with facts. 🙏

[Peterson @Peter_saxi]

@thissdax 8137209823

Opay
Peter

Thank you @thissdax

[Chude @Chude_ND1]

“We Will Impeach Tinubu if He does not release the Money.... “

— Sen Moguno tells Finance Minister Oyedele

[BLESSED 🥷 @Dee_9889]

Rufai Oseni Breaks Down on Live TV Over Nigeria’s Economic CrisisOn Arise TV this morning, journalist Rufai Oseni was moved to tears while criticising Nigeria’s politicians for allegedly looting the country’s resources, forcing the nation to now seek loans from other countries. He contrasted the current situation with the 1970s, when Nigeria reportedly lent money to the World Bank.

NIGERIAN POLITICIANS ARE DEMONS 😓

[Peterson @Peter_saxi]

@Xenea_io 0xa403534e561640ded8d9761eb41ae3f9466fbc91

[Peterson @Peter_saxi]

@Xenea_io 0xa403534e561640ded8d9761eb41ae3f9466fbc91

[Peterson @Peter_saxi]

@thatsdax Lord, please do it for me

[Peterson @Peter_saxi]

@richtosho Print

[Duru | Data Analytics @DuruOzii]

ULTIMATE FREE DATASET LIST FOR DATA ANALYTICS PORTFOLIOS📊

Stop building the same Netflix and Superstore dashboards everyone else builds.

Here are datasets that can genuinely strengthen your portfolio.

RETAIL & E-COMMERCE

1. Olist Brazilian E-Commerce Dataset
https://t.co/EQjZvIIbIF…

Contains:
• 100k+ orders
• customer data
• product data
• reviews
• payments

Project Ideas:
Customer Retention
Delivery Performance
Product Analysis
Customer Satisfaction Dashboard

2. Online Retail Dataset
https://t.co/7e7m6gVAl7

Contains:
• 500k+ transactions
• customer purchases
• product categories

Project Ideas:
RFM Analysis
Customer Segmentation
Revenue Dashboard

HR ANALYTICS

1. IBM HR Attrition Dataset

Search:
"IBM HR Analytics Attrition Dataset"

Contains:
• Employee age
• salary
• department
• satisfaction
• attrition

Project Ideas:
Why Employees Leave
Attrition Dashboard
HR KPI Dashboard

2. HR Employee Data

Search:
"HR Employee Dataset Kaggle"

Project Ideas:
Employee Performance
Promotion Analysis
Workforce Planning

FINANCE

1. Bank Marketing Dataset
https://t.co/7e7m6gVAl7

Contains:
• Customer demographics
• campaign outcomes
• subscription data

Project Ideas:
Marketing Campaign Analysis
Customer Conversion Dashboard

2. Yahoo Finance

https://t.co/ufVRPe5cDg

Project Ideas:
Stock Market Dashboard
Sector Performance Analysis
Investment Performance Tracker

HEALTHCARE

1. Hospital Readmission Dataset

Search:
"Hospital Readmission Dataset Kaggle"

Project Ideas:
Readmission Analysis
Patient Outcome Dashboard

2. Heart Disease Dataset

https://t.co/7e7m6gVAl7

Project Ideas:
Risk Factor Analysis
Healthcare Dashboard

GOVERNMENT & PUBLIC DATA

1. World Bank Open Data

https://t.co/d2tIyDDNzZ

Project Ideas:
GDP Analysis
Population Trends
Economic Development Dashboard

2. https://t.co/QhmujbVkxo

https://t.co/92L8oqQ08o

Project Ideas:
Public Health Analysis
Transport Analytics
Economic Analysis

ADVANCED BUSINESS DATASETS

1. Instacart Market Basket Analysis

Search:
"Instacart Market Basket Dataset"

Contains:
• 3M+ orders

Project Ideas:
Product Affinity Analysis
Customer Purchase Behavior

2. Black Friday Sales Dataset

Search:
"Black Friday Sales Dataset Kaggle"

Project Ideas:
Consumer Behavior
Revenue Analysis
Demographic Segmentation

MY TOP 5 FOR PORTFOLIO BUILDING

1. Olist E-Commerce
2. IBM HR Attrition
3. Online Retail Dataset
4. Bank Marketing Dataset
5. Instacart Market Basket

These datasets are repeatedly recommended for portfolio projects because they contain real business questions, multiple variables, and enough complexity to demonstrate SQL, Excel, Power BI, and analytical thinking.

[Peterson @Peter_saxi]

@BenoHr80463 I am interested boss

[Johnson Taiwo 🇬🇧 @Johnsontaiwo_]

Data analyst. Data scientist. In 2026, most people still use these interchangeably.

They are not the same role. The gap is growing, not shrinking.

Here is the honest distinction, not the course version.

DATA ANALYST (what the role actually is in most organisations):
⟶ You work with existing data to answer business questions.
⟶ Your primary tools are SQL, a BI tool, and Excel or Python for analysis.
⟶ Your output is insight. a finding, a recommendation, a report.
⟶ Your stakeholders are business teams: marketing, finance, operations.
⟶ The questions are retrospective and diagnostic: what happened, why, what should we do.

DATA SCIENTIST (what the role actually is in most organisations):
⟶ You build systems that produce predictions or automations from data.
⟶ Your primary tools are Python, machine learning frameworks, and cloud platforms.
⟶ Your output is a model, a pipeline, or a product feature.
⟶ Your stakeholders often include engineering and product, not just business teams.
⟶ The questions are forward-looking and generative: what will happen, what should the system do.

WHERE PEOPLE GET CONFUSED:

⟶ Most “data scientist” job ads in 2026 want a strong data analyst.
⟶ Most “data analyst” job ads expect some Python and statistical thinking.

The actual line between them is not the title.
It is whether you are producing insight for humans to act on. or building systems that act automatically.

WHY THIS MATTERS FOR YOUR CAREER:
⟶ If you are targeting data scientist roles without a modelling and engineering foundation, you are applying for the wrong jobs.

⟶ If you are a strong analyst avoiding data scientist titles because you think you are not technical enough, you are probably underselling yourself.

Know which version of the role you are actually targeting.

Then look for the organisations whose job descriptions match that reality.

[Peterson @Peter_saxi]

@Mbadiwejesse Interested

[Novaex_AI @Novaex_AI]

🔔 Novaex AI | Contributor Ecosystem Rights Statement

In the Web3 ecosystem the people who truly create value are often not those who join later but those who participate in building from the very beginning.
Currently users can still gain more ecosystem incentives through:
✅ Inviting real users
✅ Building community teams
✅ Continuous ecosystem contributions

In the future, Novaex AI will place greater emphasis on:
✅ Community Contribution
✅ Real User Growth
✅ Long-Term Participation Value
✅ NEX Liquidity Value

🌠 Early contributors and major ecosystem builders will have the opportunity to receive priority access to more ecosystem benefits and support in the future

📇 At the same time Novaex AI encourages users to build their own communities and teams

📈 Because in the future, true value will not only depend on how much NEX you hold but also on how many real users and how much community influence you have
#Web3 #Blockchain #Crypto #DeFi #AI #CryptoNews #BlockchainTechnology #Web3Community #AsiaCrypto #Novaexai

[Peterson @Peter_saxi]

@BenoHr80463 Good morning
Business Analysis