#dataframing نتائج البحث
❓ Smart systems fail not from bad data but from invisible assumptions. 🌐 At Metaspear, we stress-test the frame, not just the feed. 📊 Every fix begins with questioning how numbers came to be. 💡 True intelligence asks better questions before more data. #Metaspear #DataFraming
#DATAFraming The risk of #Eritrea's miscalculation and #Eritrea's Self Sabotage Policy is still high. Eritreans the Sawa military minded will fight each other for the next 30 years.
#DataFraming #DataFarming Dʿmt 980 BC Ethiopia's Pre Aksumite kingdom in #Ethiopia/Eritrea early Semitic Cushitic state, trade hub across #RedSea.
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DataFraming Dʿmt (980 BC) + (Aksumite 1st century) Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) = #Ethiopia
#DataFraming #DataFarming #Ethiopian= Correct=#Massawa and its Highland hinterland (#Hamasén #AkeleGuzay #Seraye...) are Historically and Geographically tied to #Ethiopia proper for most of pre modern History. youtu.be/84mJDazYjUM?si…
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YouTube
Eritrean Music DJ Yoda. Cover Song. Milkiti Gual Hewan by Tekle...
#DATAFraming "unhappy" photo of #Isaias from 1993 TPLF minded= The #TPLF, which committed unprecedented betrayal against #Ethiopia. The #TPLF was pushing and supporting Eritrea beyond #Eritrea and gained independence with #Assab in 1993.
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DATAFraming #Hararghe=speakers of Ethio Semitic languages to Hararghe around the 1st millennium BC,where they came into contact with an ancient Ethio Cushitic speaking population. *Tafari,Born,Ejersa,Hararghe,Ethiopia *Ali, Born,Dire,Hararghe #Ethiopia youtu.be/lI6HC6xLvV0?si…
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YouTube
QAMAR YUUSUF | Akkam siif tahu feeta_ 2025_New Afaan Oromoo music
#DATAFraming #Hararghe ሐረርጌ Harargee, Xararge is a province of Eastern #Ethiopia, Agro climatic zones and Economic activities centered on Agriculture, livestock, and cash crops like coffee and chat. youtu.be/1FJgdo6JCC4?si…
Βασιλεία τῶν Ἀξωμιτῶν #EthiopianCivilization #DATAFraming as a shared #Ethiopia’s Historic path of cultural exchange, where ancient Cushitic, Semitic, Omotic and Nilo Saharan intermingled over thousands of years. youtu.be/Ml2R2ECwtPo?si…
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YouTube
New Eritrean Music 2025 - Adanoy(ኣዳኖይ) | Feven Habtom and Lidya...
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DATAFraming 00:00:00 #Ethiopia has emphasized #Dialogue (Ethiopian PM Abiy's March 2025 statements) but the risk of #Eritrea's miscalculation and #Eritrea's Self Sabotage Policy is still High, potentially turning #Asmara into a "Gaza" with Airstrikes...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1855 #EmperorTewodrosII who ended the era of regional conflicts known as the #ZemeneMesafint began the process of reunifying the country.This pivotal year initiated a period of #Modern state building youtu.be/RRqTpYYb7d4?si…
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YouTube
እናትዋ ጎንደር | Aschalew Fetene (Ardi) | New Ethiopian Music 2023...
#DATAFraming TPLF/EPRDF Role + (Ethiopian) Betrayal by TPLF + EPLF/#Eritrea Role + Eritrea's Earned through 30 year war + Outcome =Heightened tensions (E.g 2023–2025) Claims of #TPLF betrayal" often stem from #Ethiopian views that the secession "stole" ports.
#Dataframing Region of central southern #Ethiopia Arsi and Bale #Arsi=Major Cities=Asella ,Batu (Zuway)=Historical Note= Mandoo clan base #Bale=Major Cities=Robe, Goba, Sinana=Historical Note=Sikko clan base, Madda Walabu pilgrimage youtu.be/FR3vCx9ni40?si…
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YouTube
ADEM AHMED (MUUDA NUJALAAKAASI GUFUU)
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1855 Emperor Tewodros II,who ended the era of regional conflicts known as the Zemene Mesafint began the process of reunifying the country.This pivotal year initiated a period of #modern state building youtu.be/7Nqt4vRQBFg?si…
youtube.com
YouTube
አሞራው ካሞራ | አስቻለው ፈጠነ | Aschalew FeteneNew Ethiopian Music 2025...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1507 Eleni of Ethiopia also known as Queen of #Zeila Eleni retained awareness of the wider Muslim world and sought to reach a reconciliation with the Muslim Empire of Adal,promoting commercial relations. youtu.be/TI7WOt0F_5A?si…
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YouTube
IDIL AYRUUSH DHAANTO CUSUB | AROOS | WANAAG BADAN WAA BAHDII JARAR...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 2018 #DigitalEthiopia #telebirr=telebirr financial service! #FaydaID= Digital Identification. #ZemenGebeya=E-Commerce Marketplace. #Mesob Center=Digital Ethiopian Services for Organized Benefit..... youtu.be/kLg8-snM_I4?si…
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 2018 #DigitalEthiopia #telebirr=telebirr financial service! #FaydaID= Digital Identification. #ZemenGebeya=E-Commerce Marketplace. #Mesob Center=Digital Ethiopian Services for Organized Benefit..... youtu.be/J0xN4eZGqMg?si…
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1871 (Unionist) Yohannes IV Emperor of Ethiopia He maintained the policy of Tewodros, that of continued unification and also implemented a policy of touring entire regions and meetings with Governors youtu.be/PJN9tg51-MY?si…
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YouTube
Tamrat Amare - Atsey Yohannes (Official Music Video) New Tigrigna...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1855 #EmperorTewodrosII who ended the era of regional conflicts known as the #ZemeneMesafint began the process of reunifying the country.This pivotal year initiated a period of #Modern state building youtu.be/RRqTpYYb7d4?si…
youtube.com
YouTube
እናትዋ ጎንደር | Aschalew Fetene (Ardi) | New Ethiopian Music 2023...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 615 AD One of the earliest acknowledgments of Islam symbolizes Ethiopia's long tradition of religious tolerance and refuge. Najashi (King Armah/Ashama) grants asylum to companions of Prophet Muhammad youtu.be/eUpMhPH6MJE?si…
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YouTube
//ረሱል ጃለሌ// አዲስ መድህ በሙአዝ ሀቢብ || New Menzuma Resul jalele @MuazHabib...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 400 AD King Ezana adopts Christianity as state religion Ethiopia to officially adopt Christianity ancient ties to the legend via the Kebra Nagast. youtu.be/dmuw9qshRqA?si…
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YouTube
"ኢትዮጵያ ሰላምሽ ይብዛ" ሊቀ መዘምራን ቴዎድሮስ ዮሴፍ
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 2018 Ethiopia's Digital landscape was defined by early efforts to liberalize the economy and the initiation of the Ethiopian Digital Foundations Project=the establishment of a national Digital ID system. youtu.be/BuViNxURvTg?si…
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YouTube
Yagille Siraaj-Jiituu-New Instrumental Music Video 2022(Official...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1871 Yohannes IV Emperor of Ethiopia He maintained the policy of Tewodros, that of continued unification and also implemented a policy of touring entire regions and meetings with governors. youtu.be/SFhfGBMlwvY?si…
youtube.com
YouTube
Halewat Hagos (ሃለዋት ሓጎስ) - ብዓንተቦ (Beantebo) New Tigrigna Music 2025...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1855 Emperor Tewodros II,who ended the era of regional conflicts known as the Zemene Mesafint began the process of reunifying the country.This pivotal year initiated a period of #modern state building youtu.be/7Nqt4vRQBFg?si…
youtube.com
YouTube
አሞራው ካሞራ | አስቻለው ፈጠነ | Aschalew FeteneNew Ethiopian Music 2025...
#DataFraming #DataFarming Dʿmt (980 BC)= #Ethiopian 1507 Eleni of Ethiopia also known as Queen of #Zeila Eleni retained awareness of the wider Muslim world and sought to reach a reconciliation with the Muslim Empire of Adal,promoting commercial relations. youtu.be/TI7WOt0F_5A?si…
youtube.com
YouTube
IDIL AYRUUSH DHAANTO CUSUB | AROOS | WANAAG BADAN WAA BAHDII JARAR...
#DataFraming #DataFarming #Massawa =Historically Ethiopian (together with Hamasén and Akele Guzay & Seraye..) #Tadjoura =Ethiopan Afar port with strong commercial ties to Ethiopia. #Zeila =Historically part of Muslim Ethiopian Adal ( Bale and Hadiya..) youtu.be/TI7WOt0F_5A?si…
youtube.com
YouTube
IDIL AYRUUSH DHAANTO CUSUB | AROOS | WANAAG BADAN WAA BAHDII JARAR...
#DataFraming #DataFarming #Massawa =Historically Ethiopian (together with Hamasén and Akele Guzay & Seraye..) #Tadjoura =Ethiopan Afar port with strong commercial ties to Ethiopia. #Zeila =Historically part of Muslim Ethiopian Adal ( Bale and Hadiya..) youtu.be/6c1jWu3eCoM?si…
youtube.com
YouTube
NAJMO NASHAAD HIT SONG UTUMA HEELADA MUSIC VIDEO 2023
#DataFraming #DataFarming #Ethiopian= Correct=#Massawa and its Highland hinterland (#Hamasén #AkeleGuzay #Seraye...) are Historically and Geographically tied to #Ethiopia proper for most of pre modern History. youtu.be/84mJDazYjUM?si…
youtube.com
YouTube
Eritrean Music DJ Yoda. Cover Song. Milkiti Gual Hewan by Tekle...
#DataFraming #DataFarming Dʿmt 980 BC Ethiopia's Pre Aksumite kingdom in #Ethiopia/Eritrea early Semitic Cushitic state, trade hub across #RedSea.
#DataFraming #DataFarming Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) +LN,UN,OAU.. + (National Shengo1987)+Anti Aksumite Miscalculations 1993 + Digital Age (2018)=#Ethiopia
#Sudan #DataFraming Starting a fire isn't that difficult, but putting it out is the hard work. Sudan will divide specifically into 4 independent countries. Unresolved elite power rivalry + proxy armament + historic marginalization = irreversible state failure
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
❓ Smart systems fail not from bad data but from invisible assumptions. 🌐 At Metaspear, we stress-test the frame, not just the feed. 📊 Every fix begins with questioning how numbers came to be. 💡 True intelligence asks better questions before more data. #Metaspear #DataFraming
Βασιλεία τῶν Ἀξωμιτῶν #EthiopianCivilization #DATAFraming #Music as a shared #cultural soundtrack #Ethiopia’s Historic path of cultural exchange, where ancient Cushitic, Semitic, Omotic and Nilo Saharan intermingled over thousands of years. #Irrechaa= way of life and unity.
#DATAFraming The risk of #Eritrea's miscalculation and #Eritrea's Self Sabotage Policy is still high. Eritreans the Sawa military minded will fight each other for the next 30 years.
#DATAFraming #Hararghe=speakers of Ethio Semitic languages to Hararghe around the 1st millennium BC,where they came into contact with an ancient Ethio Cushitic speaking population *Tafari Makonnen Born,Ejersa,Hararghe,Ethiopia *Ali Mohammed Musa Born,Dire Dawa,Hararghe #Ethiopia
#DATAFraming "unhappy" photo of #Isaias from 1993 TPLF minded= The #TPLF, which committed unprecedented betrayal against #Ethiopia. The #TPLF was pushing and supporting Eritrea beyond #Eritrea and gained independence with #Assab in 1993.
#DATAFraming 00:00:00 #Ethiopia has emphasized #Dialogue (Ethiopian PM Abiy's March 2025 statements) but the risk of #Eritrea's miscalculation and #Eritrea's Self Sabotage Policy is still High, potentially turning #Asmara into a "Gaza" with Airstrikes...
#DATAFraming TPLF/EPRDF Role + (Ethiopian) Betrayal by TPLF + EPLF/#Eritrea Role + Eritrea's Earned through 30 year war + Outcome =Heightened tensions (E.g 2023–2025) Claims of #TPLF betrayal" often stem from #Ethiopian views that the secession "stole" ports.
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DataFraming Dʿmt (980 BC) + (Aksumite 1st century) Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) = #Ethiopia
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
#DataFraming #Ethiopian Dʿmt (980 BC) + (Aksumite 1st century Ezana 400 Christianity and Najashi 614 Muslim) + Medevial ( 1137 AD) + Fasilides ( 1632) + Modern (1855) + The People's Democratic Republic of Ethiopia (1987 People's,National Shengo ) + Digital Age (2018) =#Ethiopia
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