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📊 Excited to share my passion for data analytics! 🚀 As a seasoned Data Analyst with proven skills in transforming raw data into actionable insights, I'm here to help you navigate the world of data! 💡
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Obumneme Clement
1.1K posts
Obumneme Clement
@Leoklems
Softwere developer | Data expert | Lead @pythonanambra
Nigeria 参加日 Kasım 2011
277 フォロー中150 フォロワー
@9jaemperor @novieverest I agree with you on that. Nigerians can not afford to pay the price of many available houses. But we need to consider the factors driving the high prices, government can help make the house more affordable and also if livelihood improves people can afford better house.
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@9jaemperor @novieverest What you described here is still a housing problem, people can't afford the available good houses.
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@novieverest We don't have housing problem, Nigerians are too poor for people to invest in house
A 2 bedroom flat at 60 million that's 40k dollars that among the cheapest in the world but 98% of Nigerians still can't afford it
Nigerians really don't know how to analyze problems
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Obumneme Clement がリツイート
𝗠𝗼𝘀𝘁 𝗣𝗼𝘄𝗲𝗿 𝗕𝗜 𝗰𝗼𝘂𝗿𝘀𝗲𝘀 𝘀𝘁𝗼𝗽 𝗮𝘁 𝗗𝗔𝗫.
Mine doesn’t.
We’re wrapping up the Power BI series at Data with Danny
and before closing out, I introduced my students to two things most instructors aren’t teaching yet.
𝗙𝗶𝗿𝘀𝘁 𝗖𝗹𝗮𝘂𝗱𝗲’𝘀 𝗠𝗖𝗣 𝘀𝗲𝗿𝘃𝗲𝗿, connected directly to Power BI.
What that unlocked:
→ Model structure set up automatically
→ Measure folders organised without manual work
→ 35+ DAX measures written and optimised
In under 5 minutes.
Something that would normally take hours.
𝗦𝗲𝗰𝗼𝗻𝗱 𝘁𝗵𝗲 𝗛𝗧𝗠𝗟 𝗩𝗶𝗲𝘄𝗲𝗿 𝘃𝗶𝘀𝘂𝗮𝗹.
Most people don’t know Power BI can render HTML.
Once you know this, your KPI cards, injury summaries, and dynamic text
stop looking like dashboards
and start looking like products.
But before we touched any of it, I told my students this:
AI will never replace someone who understands the fundamentals.
It will replace someone who doesn’t
and thinks AI is a shortcut around learning them.
We spent weeks building the foundation first:
→ Data model
→ Relationships
→ DAX logic
Because if you don’t understand what a good measure looks like,
you won’t know when AI writes a bad one.
𝗔𝗜 𝗶𝗻 𝘁𝗵𝗲 𝗺𝗶𝗱𝗱𝗹𝗲.
𝗡𝗼𝘁 𝗮𝘁 𝘁𝗵𝗲 𝗯𝗲𝗴𝗶𝗻𝗻𝗶𝗻𝗴.
That’s the difference between working smart
and getting lucky.
#Datafam
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Very Valid. I see this very often, the obsession with dashboard and very poor analytical thinking.
Splendor of SQL 🇬🇧💖@iam_Uchenna
Most of you don’t even know if your analysis is correct or if you even know when your analysis is misleading. All you know is “dashboard”.
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@iam_Uchenna The corruption of our leaders and government cannot explain this, there has to be more. We are not even the most corrupt nation.
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Think about this carefully.
The Netherlands is roughly half the size of Niger State. Nigeria, however, has about 36.9 million hectares of arable land, excluding cities and water bodies. In contrast, the Netherlands’ entire territory, including urban areas and water, is about 4.2 million hectares.
This means that Nigeria’s arable land alone is nearly nine times larger than the total size of the Netherlands.
Yet, each year, the Netherlands earns more from agriculture than Nigeria earns from both oil and agriculture combined. In some cases, the difference is close to double.
It is also worth noting that while oil and agriculture together make up around 80% of Nigeria’s exports, agriculture in the Netherlands, despite generating far higher revenue, accounts for only about 17.5% of its total export earnings.
Splendor of SQL 🇬🇧💖@iam_Uchenna
Niger state, a state in Nigeria is bigger than the whole of Netherlands but Netherlands produce more and export more agricultural products than the entire Nigeria. Tell me about CIA
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How is it normal that the policies of an independent nation is discussed by the government of another nation. Are African countries even independent?
Does any nation discuss the affairs of america like that?
Sahara Reporters@SaharaReporters
U.S. Policy Firm To Brief Congress, Trump Administration On INEC’s Suspension Of ADC Leadership | Sahara Reporters bit.ly/4bP08gX
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Obumneme Clement がリツイート
Average vibe coding experience:
Spending 4 hours debugging with AI…
a bug you could’ve fixed in 5 minutes if you actually knew how to code.
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Obumneme Clement がリツイート
The children who participated in South East Maths Olympiad took all prices (1st, 2nd, 3rd and 4th positions) in all categories in Annual National Mathematics Competition Abuja.
We are all going to Rome this July to compete with 158 countries to bring our gold home.
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Obumneme Clement がリツイート
If you know statistics and you need visa sponsorship in the UK, these guys are sponsoring
apply.workable.com/j/12A2227020/?…
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@officialladi_T While dat analysis is about the general art and processes around extracting insights for decision making. Data analytics is data analysis that focuses on use of specific tools. That's what I think.
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What’s the difference between data analysis and data analytics?
or are they the same thing?
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Obumneme Clement がリツイート
Germany didn’t become an industrial powerhouse by sending everyone to university.
They built something smarter.
It’s called Ausbildung, a structured apprenticeship system where young people earn while they learn inside real companies.
A 17-year-old in Germany can train to become:
• a mechatronics engineer
• an industrial technician
• an automotive systems expert
• a precision machinist
• a medical equipment technician
They are paid during training.
They graduate with globally respected skills.
And many of them end up earning more than university graduates.
Over 50% of German youth pass through this system.
Now look at Nigeria.
We push everyone into universities.
Millions graduate every year.
But the country is still importing basic technical expertise.
We have degrees but we don’t have enough skills.
This is why we are studying the German Ausbildung model closely to implement in the South East.
Because the South East must lead Africa’s skills revolution.
Imagine a structured apprenticeship system across Aba, Nnewi, Onitsha, Enugu and beyond where young people can train to become:
• industrial fabricators
• automotive engineers
• robotics technicians
• electronics specialists
• renewable energy installers
• precision manufacturing experts
Training will happen inside real companies.
With structured certification, modern tools and clear career paths.
Not the informal “Igba Boy” system, but a world-class apprenticeship ecosystem.
The South East already has the largest concentration of indigenous manufacturers and traders in Africa.
What we need now is structure, technology, and certification.
If Germany can power Europe’s manufacturing through apprenticeships, there is no reason the South East cannot power Africa’s industrial future.
The next generation of millionaires in Africa will not only be software founders.
Many will be master craftsmen, engineers, and industrial builders.
And when Africa finally fixes its skills crisis, history may remember that the revolution started in the South East.
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Obumneme Clement がリツイート
Just dropped the code and articles for my ASL sign language detector. 🤙🏾
98.43% accuracy, and it works on dark skin tones too.
GitHub → github.com/Valentinetemi/…
Articles in replies 🩷
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Obumneme Clement がリツイート
I cannot stress this enough. If you're eyeing a data career, stop learning tools and start learning how to think.
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@CAF_Media Just like elections we will now decide tournament winners in court too?
This is a huge setback for Africa. Unbelievable.
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The CAF Appeal Board decided that in application of Article 84 of the Regulations of the CAF Africa Cup of Nations (AFCON), the Senegal National Team is declared to have forfeited the Final Match of the TotalEnergies CAF Africa Cup of Nations (AFCON) Morocco 2025 (“the Match”), with the result of the Match being recorded as 3–0 in favour of the Fédération Royale Marocaine de Football (FRMF).
cafonline.com/news/caf-appea…
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@HQNigerianArmy I appreciate the progress but honestly we need to do better with communication, understand that Nigerians are intelligent people and such poor communications just further lead to distrust. Poor choice of photo evidence, nothing on casualties, poor grammar among other things.
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PRESS RELEASE
TROOPS OF OPERATION HADIN KAI THWART TERRORIST INFILTRATION AT BITTA, DEAL ANOTHER DECISIVE BLOW TO ISWAP NOTORIOUS FIGHTERS
Troops of the Joint Task Force (North East) Operation HADIN KAI (OPHK) have once again demonstrated another superior combat readiness and tactical dominance by successfully thwarted a terrorist infiltration attempt at Bitta in Sector 1. The failed attack occurred when ISWAP terrorists, in a desperate bid to regain the initiative after recent battlefield setbacks, attempted to infiltrate the troops location. Unknown to the terrorists, vigilant OPHK troops had anticipated the move and deliberately prepared a decisive offensive-defensive battle plan.
As the terrorists advanced towards the position, the troops launched coordinated spoiling actions that effectively disrupted the assault formation while simultaneously manoeuvring to cut off the terrorists’ withdrawal routes. The attackers were consequently met with overwhelming resistance and superior firepower, forcing them into a chaotic withdrawal while suffering significant losses.
This latest defeat represents the third major blow inflicted on the terrorists within the last twenty-four hours, following their failed attacks at Banki and Azir Bridge. These successive setbacks further highlight the continued operational pressure being mounted by the troops of Operation HADIN KAI across the theatre, which has severely constrained the terrorists’ freedom of action and denied them any opportunity to exploit propaganda narratives.
Troops remain firmly in control of all locations and continue to dominate the operational environment with high morale, superior tactical coordination and sustained offensive action. The Military High Command commended the troops for their continuous gallantry and resilience, urging them to sustain the operational tempo .
SANI UBA
Lieutenant Colonel
Media Information Officer
Headquarters Joint Task Force (North East) Operation HADIN KAI
14 March 2026
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@HQNigerianArmy I think the Nigerian army can do a better job of communication because communication is one of the most important aspects of the war against insecurity.
Everything about how this was communicated was and is still wrong and responsible for all these interpretations.
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IPOB PROPAGANDA: OPERATION UDO KA INVITES MEDIA ORGANISATIONS CIVIL SOCIETY GROUPS TO VERIFICATION TOUR OF ORSU-EKETUTU MOTHER VALLEY ORSU–IHI-TEUKWA IN IMO STATE
The attention of Headquarters, OPERATION UDO KA and 82 Division Nigerian Army has been drawn to social media viral posts, alleging that the images published on 12 March 2026 along with a media release on Nigerian Army Social Media handles showing recovered Improvised Explosive Devices (IEDs) from Orsu-Eketutu Mother Valley and Orsu–Ihiteukwa, in Imo State were fake and manipulated.
For the records, the devices in the images released were recovered during the ongoing operations EASTERN SANITY conducted simultaneously in Imo and Anambra states, as stated in the media releases on this operation. However, the geo location on the pictures were blurred for operational security reasons and not for any ulterior motives as being propagated by Indigenous People of Biafra (IPOB) symphatisers on the Social media.
It is not a gainsaying that troops have completely dislodged many camps, hideouts and IED making factories belonging to IPOB and its armed wing, Eastern Security Network (ESN) in the MOTHER VALLEY general area, cutting across these two states. Unfortunately, having lost all assets and rendered ineffective to terrorise the good people of Igbo, their case is now that of a dying ember that stilI smolders, IPOB and ESN have resulted to sowing seed of discord, poisoning the well and weaponising identity.
IPOB's teams of Fake News merchants led on X (Twitter) by Harry Da Diegot @trigottista and on Facebook by @Adaigboglobal have manipulated the meta data of the images released (with blurred meta data) along with the press release on 12 March 2026 imposing another geo-location reading Lagos and Oyo states. They have also chosen to use ethnic identity of a serving officer rather than engage with the substance of the security operation. These acts show how IPOB/ESN can stoop so low to manipulate the good people of Igbo land and Nigeria as a whole. The emphasis on ethnicity, rather than facts, represents the very foundation of divisive narratives being propagated by IPOB/ ESN to undermine peace and stability in the SouthEast and national cohesion in our dear country.
In order to disarm IPOB propaganda and build bridges, HQ OPUK invites media executives, media correspondents, civil society groups and individuals who are genuinely concerned about the authenticity of these recoveries and the location where they are recovered from to please, kindly come forward for verification. Representatives may contact the Headquarters 82 Division Army Public Relations to arrange inspection tour of the operational areas and to view recovered IED making materials evidence in a manner that does not compromise ongoing operations or personnel safety.
The Nigerian Army is, and remains apolitical, professional and multi‑ethnic institution. Personnel of the Army are deployed across the country irrespective of State of origin in service to the nation. We therefore call on all Nigerians and social‑media users to exercise restraint, verify information from official channels before amplifying claims. It is also important to prioritise national unity over ethnic point‑scoring.
For verification requests or further enquiries, please contact HQ 82 Division Army Public Relations and appointments will be provided to media and civil society representatives who are interested in the tour.
The original images taken at the operation area, the blurred images on Nigerian Army social media platforms and manipulated pictures by IPOB sympathisers are attached for your perusal and further analysis.
OLABISI OLALEKAN AYENI
Lieutenant Colonel
Acting Deputy Director Army Public Relations
82 Division Nigerian Army
15 March 2026
Cc: @CommunityNotes @elonmusk @twitter
Nigerian Army@HQNigerianArmy
TROOPS REOPEN ROAD SHUT FOR THREE YEARS, DESTROY BOMB FACTORY IN IMO STATE Troops of Operation UDO KA have continued to sustain aggressive joint clearance operations in parts of Imo State and environs in the ongoing Operation EASTERN SANITY, aimed at dismantling criminal enclaves and restoring normalcy to affected communities. The operations, conducted in the Orsu–Eketutu Mother Valley and Orsu–Ihiteukwa general areas as part of ongoing efforts to eliminate Improvised Explosive Devices (IEDs) planted by criminal elements and facilitate the safe return of residents who were forced to abandon their homes due to the activities of the proscribed Indigenous People of Biafra (IPOB) and its armed affiliate, the Eastern Security Network (ESN). In one of the operations, troops operating under 34 Artillery Brigade Nigerian Army (NA) in collaboration with personnel of the Nigerian Navy, Nigerian Air Force, Department of State Services (DSS), Nigeria Police Force, and the Nigeria Security and Civil Defence Corps (NSCDC), conducted a joint clearance operation along the Lilu–Eketutu Road in the Orsu–Eketutu Mother Valley area of the state on 6 March 2026. The road, which serves as a strategic route that functions as the community’s lifeline, enabling the flow of people, goods, and services for surrounding communities, had been abandoned for over three years due to persistent threats and attacks by IPOB/ESN militants. During the operations, troops discovered IED planted at different areas along the road. The IEDs were successfully disconnected and safely recovered by Explosive Ordnance Disposal (EOD) specialists, preventing potential casualties and restoring access to the route. In a related operation, on 11 March 2026, troops conducted clearance operation in Orsu–Ihiteukwa general area, clearing suspected IED locations along key routes to enhance security and enable displaced inhabitants to return safely to their homes. During the operation, several IEDs were detonated along the route of advance. Despite the series of explosions, troops maintained operational momentum and discovered an IPOB/ESN IED-making factory within the area. The facility was thoroughly exploited, leading to the recovery of several items including Biafran flags and insignia, several rounds of 7.62 mm NATO ammunition, pipes used for priming IEDs, pistol magazines containing rounds of ammunition, double-barrel guns, CCTV cameras, as well as multiple clips and electrical wires suspected to have been used in the fabrication of explosive devices. Additionally, EOD teams discovered many other IEDs concealed within the area. The explosives were carefully disconnected, recovered, and safely destroyed. The NA reaffirms its commitment to sustaining pressure on criminal networks threatening peace and security across Imo State and the South East region. Members of the public are requested to continue providing timely and credible information to security agencies, as community cooperation is vital to dismantling criminal syndicates and restoring lasting peace. Operation UDO KA is committed to protecting law-abiding citizens, securing lives and property and completely reinforcing regional stability. OLABISI OLALEKAN AYENI Lieutenant Colonel Acting Deputy Director Army Public Relations 82 Division Nigerian Army 12 March 2026
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This is fairly true about the Nigerian education system in general and it needs to change.
Oluwabukolami@eleshomorenike
Unpopular Opinion: If you can memorize well as a Nigerian University student, you will graduate with a first class. I just feel the Nigerian university system favors memorization over actual intelligence.
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Obumneme Clement がリツイート
My former course mate, before he relocated to Austria, used to earn about ₦3 million monthly by teaching students overseas virtually.
Just pick your area of interest within Math, Physics, Chemistry, English or Biology and sign up on platforms like Tuteria or Sabiteach to tutor students from the comfort of your home.
Knowledge is one skill I believe can cross borders without a visa.
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Obumneme Clement がリツイート
I worked 20 years for a child sex trafficking rescue group. I want you to know this:
90% of Lost Children Are Found Within 30 Minutes.
That statistic should both comfort you and wake you up.
Most lost children are found quickly. But the ones who aren’t? They usually made one mistake.
And here’s the uncomfortable truth:
It’s often the exact thing most parents teach them.
We tell our kids:
“If you get lost, come find me.”
It sounds logical. It sounds empowering.
It’s WRONG!
The Mistake Most Lost Children Make:
When children realize they’re separated, they do three things almost automatically:
They panic.
They wander.
They try to find you.
Every step makes them harder to locate.
From a search standpoint, movement creates chaos.
Parents retrace their steps.
Security scans zones.
Staff lock down areas.
Search works best when movement stops.
When a child keeps walking, they move outside the original search radius. Helpers are looking where they were last seen — not where they’ve wandered.
Stillness increases probability.
Movement expands the problem.
The first lesson is not “go find me.”
It’s this:
Stop. Stay. Yell.
Why Stillness Wins:
Think like a search team.
If a child stays put:
Parents can retrace steps.
Security can scan systematically.
Helpers converge to one fixed location.
The search radius remains small.
If a child keeps moving:
The search area expands.
Adults pass each other.
Missed connections multiply.
Minutes stretch into hours.
Stillness keeps the math on your side.
Teach Them Who to Approach:
The second mistake we make as parents?
We say, “Find an adult.”
Not any adult. Not the nearest stranger. Children need a filter.
Teach them to look for, if at all possible:
A mother with children.
Caregivers who already have kids with them are statistically among the safest people to approach in public settings. They are visible, stationary, and more likely to engage quickly.
It’s a clear, concrete instruction.
Children don’t process vague categories like “safe adult.”
They process visuals.
“Find a mom with kids” is visual.
A Phone Only Helps If the Number Is Known:
We often assume phones solve everything.
They don’t — unless your child can use one. Even young children can memorize a 10-digit phone number with repetition.
But you must train it.
Practice it like a song.
Sing it in the car.
Chant it at bedtime.
Turn it into rhythm.
Repetition becomes recall.
In an emergency, recall matters more than theory.
The Code Word Rule:
One more layer of protection.
Choose a private family code word.
Something only your household knows.
If someone approaches and says:
“Your mom sent me.”
Your child asks:
“What’s the code word?”
No word.
No go.
This simple rule eliminates manipulation attempts instantly.
It gives your child agency without requiring them to evaluate character.
Real Safety Is Training — Not Luck!
We don’t get safer by hoping.
We get safer by practicing.
Teach:
• Phone number
• Code word
• Stop, stay, yell
• Find a mom with kids
Multiple skills.
Simple instructions.
Clear visuals.
Five minutes of training can replace hours of panic. This isn’t about fear. It’s about preparation.
Because when a child gets separated, the clock starts.
And what they do in the first minute determines what the next thirty look like.
That’s real protection.
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@winexviv I would love that the Maths Olympiad be enlarged to STEM Olympiad. This way, scientists from Southeast are identified from cradle.
Congratulations Alex for the great work you are doing
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