Hager H. Muatafa
@hagerhesham.bsky.social
Multimedia and Data Investigative Reporter, founder of @anmat-media.bsky.social, Data Coach, Python girl, I love to talk, read, yarn, and build ML/DL models.
للي فاته مشاهدة وبينار النهاردة، تقدروا تدخلوا، تسجلوا، وتتفرجوا على النسخة المسجلة:
For those who missed today’s webinar, you can still register and watch the recorded version here:
journalismresearch.circle.so/c/mjrc-repos...
For those who missed today’s webinar, you can still register and watch the recorded version here:
journalismresearch.circle.so/c/mjrc-repos...
From Dataset to Headline: The Story of a Data-Driven Investigation | Media and Journalism Exchange
Thank you all for joining us at today’s event. You can find the recording of the session below
journalismresearch.circle.so
October 22, 2025 at 4:44 PM
للي فاته مشاهدة وبينار النهاردة، تقدروا تدخلوا، تسجلوا، وتتفرجوا على النسخة المسجلة:
For those who missed today’s webinar, you can still register and watch the recorded version here:
journalismresearch.circle.so/c/mjrc-repos...
For those who missed today’s webinar, you can still register and watch the recorded version here:
journalismresearch.circle.so/c/mjrc-repos...
Join us tomorrow, 30 mins where we will tell you more about Anmat, and Framing Gaza, our first Flagship project
TOMORROW: Join us & @MJRC.bsky.social for a live research briefing "From Dataset to Headline."
We're diving into the data behind our latest investigation—how we used ML to analyze 25k+ articles & expose media bias. A must for journalists & researchers!
journalismresearch.circle.so/c/events/fro...
We're diving into the data behind our latest investigation—how we used ML to analyze 25k+ articles & expose media bias. A must for journalists & researchers!
journalismresearch.circle.so/c/events/fro...
journalismresearch.circle.so
October 21, 2025 at 1:21 PM
Join us tomorrow, 30 mins where we will tell you more about Anmat, and Framing Gaza, our first Flagship project
Reposted by Hager H. Muatafa
لفهم حقيقة ما يحدث، يجب أن نفكك السلاح الأخطر: اللغة. هذا المقال يكشف بالأسماء والأساليب كيف يتم "تشييء" الفلسطينيين لغوياً لتبرير العنف ضدهم. خطوة أولى لمقاومة التضليل | درج
كيف تُستخدم "اللغة" لتشييء الفلسطينيين؟ - Daraj
منذ بدء المحو الممنهج، جرى اعتماد أساليب لغوية، عن قصد أو غير قصد، ساهمت في تشكيل البيئة السياسية التي وصلنا إليها اليوم. علماً أن التلاعب باللغة ليس حيادياً، بل يُستغلّ بالتوازي مع اشتداد القصف…
buff.ly
September 30, 2025 at 3:56 PM
لفهم حقيقة ما يحدث، يجب أن نفكك السلاح الأخطر: اللغة. هذا المقال يكشف بالأسماء والأساليب كيف يتم "تشييء" الفلسطينيين لغوياً لتبرير العنف ضدهم. خطوة أولى لمقاومة التضليل | درج
Al-Shrouk Newspaper has republished Mayan Mosaad’s story on Daraj, showing how U.S. media avoided using “Palestine” or “Palestinians” during the first year of Gaza coverage.
Mayan built the piece with @anmat-media.bsky.social's Framing Gaza datasets, and we’re glad to see this work making an impact
Mayan built the piece with @anmat-media.bsky.social's Framing Gaza datasets, and we’re glad to see this work making an impact
September 28, 2025 at 6:04 PM
Al-Shrouk Newspaper has republished Mayan Mosaad’s story on Daraj, showing how U.S. media avoided using “Palestine” or “Palestinians” during the first year of Gaza coverage.
Mayan built the piece with @anmat-media.bsky.social's Framing Gaza datasets, and we’re glad to see this work making an impact
Mayan built the piece with @anmat-media.bsky.social's Framing Gaza datasets, and we’re glad to see this work making an impact
أول قصة تتنشر تحت مشروع "تأطير غزة"
ميان حضرت واحدة من ورشنا، في إطار شراكتنا مع موقع درج، وكتبت قصتها من قواعد بيانات المشروع.
The first story published under Framing Gaza project. As part of our partnership with Daraj Media, Myan Mesaed wrote this based on the results of the project’s datasets.
ميان حضرت واحدة من ورشنا، في إطار شراكتنا مع موقع درج، وكتبت قصتها من قواعد بيانات المشروع.
The first story published under Framing Gaza project. As part of our partnership with Daraj Media, Myan Mesaed wrote this based on the results of the project’s datasets.
كلمات تسمعها يومياً في الأخبار تُستخدم بذكاء لتجريد الفلسطينيين من إنسانيتهم. هل تساءلت يوماً كيف تحوّل اللغة إنساناً إلى "شيء"؟ | درج buff.ly/E8gH17C
كيف تُستخدم "اللغة" لتشييء الفلسطينيين؟ - Daraj
منذ بدء المحو الممنهج، جرى اعتماد أساليب لغوية، عن قصد أو غير قصد، ساهمت في تشكيل البيئة السياسية التي وصلنا إليها اليوم. علماً أن التلاعب باللغة ليس حيادياً، بل يُستغلّ بالتوازي مع اشتداد القصف…
daraj.media
September 26, 2025 at 12:48 PM
أول قصة تتنشر تحت مشروع "تأطير غزة"
ميان حضرت واحدة من ورشنا، في إطار شراكتنا مع موقع درج، وكتبت قصتها من قواعد بيانات المشروع.
The first story published under Framing Gaza project. As part of our partnership with Daraj Media, Myan Mesaed wrote this based on the results of the project’s datasets.
ميان حضرت واحدة من ورشنا، في إطار شراكتنا مع موقع درج، وكتبت قصتها من قواعد بيانات المشروع.
The first story published under Framing Gaza project. As part of our partnership with Daraj Media, Myan Mesaed wrote this based on the results of the project’s datasets.
🚨 New from Anmat: the Framings Gaza dataset (25K articles, 16 outlets) is live on Kaggle.
Follow us across platforms + join our newsletter 👉
🚨 جديد من أنماط: قاعدة بيانات "تأطير غزة" (25 ألف مقالة، 16 منصة) متاحة الآن على كاجل.
تابعونا على منصاتنا واشتركوا في نشرتنا 👉 anmat.media/newsletter
Follow us across platforms + join our newsletter 👉
🚨 جديد من أنماط: قاعدة بيانات "تأطير غزة" (25 ألف مقالة، 16 منصة) متاحة الآن على كاجل.
تابعونا على منصاتنا واشتركوا في نشرتنا 👉 anmat.media/newsletter
September 14, 2025 at 4:52 PM
🚨 New from Anmat: the Framings Gaza dataset (25K articles, 16 outlets) is live on Kaggle.
Follow us across platforms + join our newsletter 👉
🚨 جديد من أنماط: قاعدة بيانات "تأطير غزة" (25 ألف مقالة، 16 منصة) متاحة الآن على كاجل.
تابعونا على منصاتنا واشتركوا في نشرتنا 👉 anmat.media/newsletter
Follow us across platforms + join our newsletter 👉
🚨 جديد من أنماط: قاعدة بيانات "تأطير غزة" (25 ألف مقالة، 16 منصة) متاحة الآن على كاجل.
تابعونا على منصاتنا واشتركوا في نشرتنا 👉 anmat.media/newsletter
Dear friends & fellow journalists,
We launched Anmat to build large news datasets and detect how mass media frames major events—shaping our perspectives.
Follow us on LinkedIn for updates! because is coming very soon
bit.ly/3UMzjAK
We launched Anmat to build large news datasets and detect how mass media frames major events—shaping our perspectives.
Follow us on LinkedIn for updates! because is coming very soon
bit.ly/3UMzjAK
August 24, 2025 at 11:51 AM
Dear friends & fellow journalists,
We launched Anmat to build large news datasets and detect how mass media frames major events—shaping our perspectives.
Follow us on LinkedIn for updates! because is coming very soon
bit.ly/3UMzjAK
We launched Anmat to build large news datasets and detect how mass media frames major events—shaping our perspectives.
Follow us on LinkedIn for updates! because is coming very soon
bit.ly/3UMzjAK
so it's now becoming vital that we create a group to tame the "ADHD paralysis" because we have deadlines and commitments
#ADHDpleaseunderstand
#ADHDpleaseunderstand
July 15, 2025 at 6:02 AM
so it's now becoming vital that we create a group to tame the "ADHD paralysis" because we have deadlines and commitments
#ADHDpleaseunderstand
#ADHDpleaseunderstand
So, I am done with the first one, and it's amazing. Now we go for the second
#cities_of_salt_marathon
#book_worm_reboot
#cities_of_salt_marathon
#book_worm_reboot
May 11, 2025 at 11:26 PM
So, I am done with the first one, and it's amazing. Now we go for the second
#cities_of_salt_marathon
#book_worm_reboot
#cities_of_salt_marathon
#book_worm_reboot
في خيالي، الشغل اللي بعمله جنب شغلي الأصلي، هو إن أنا أدمن جروب اسمه "انتهى يوم الأحد، انتهى يوم الخميس"، بنحتفل فيه بنهاية يوم الأحد، عشان كان هيموتنا كلنا، ونهاية يوم الخميس، عشان الأسبوع كان هيموتنا كلنا
#أحلام_وأماني
#معا_من_أجل_صحتنا_النفسية
#وصفات_للسلام_العالمي
#أحلام_وأماني
#معا_من_أجل_صحتنا_النفسية
#وصفات_للسلام_العالمي
May 4, 2025 at 4:53 PM
في خيالي، الشغل اللي بعمله جنب شغلي الأصلي، هو إن أنا أدمن جروب اسمه "انتهى يوم الأحد، انتهى يوم الخميس"، بنحتفل فيه بنهاية يوم الأحد، عشان كان هيموتنا كلنا، ونهاية يوم الخميس، عشان الأسبوع كان هيموتنا كلنا
#أحلام_وأماني
#معا_من_أجل_صحتنا_النفسية
#وصفات_للسلام_العالمي
#أحلام_وأماني
#معا_من_أجل_صحتنا_النفسية
#وصفات_للسلام_العالمي
Reposted by Hager H. Muatafa
I’ve seen video of IDF bombing Nasser Hospital, where a friend of mine is on a humanitarian mission to treat patients.
My friend survived the bombing but a teen patient he treated and who was set to go home today was murdered.
Are you warmongers not tired and sick of this yet? This horror
My friend survived the bombing but a teen patient he treated and who was set to go home today was murdered.
Are you warmongers not tired and sick of this yet? This horror
March 24, 2025 at 12:42 PM
I’ve seen video of IDF bombing Nasser Hospital, where a friend of mine is on a humanitarian mission to treat patients.
My friend survived the bombing but a teen patient he treated and who was set to go home today was murdered.
Are you warmongers not tired and sick of this yet? This horror
My friend survived the bombing but a teen patient he treated and who was set to go home today was murdered.
Are you warmongers not tired and sick of this yet? This horror
To read 📚
Reading this book 📕 for the third time, might be a blueprint for how Marc Cuban can help build a news 📰 network with journalists like Jim Acosta, who can tell the TRUTH to POWER 💪💪💪 and lead the RESISTANCE 🙏🙏🙏
February 2, 2025 at 4:38 PM
To read 📚
So, this is an interview that wraps up around a year and a half of my life,
amreleraqi.substack.com/p/hager-hesh...
I am sharing it because I am not really proud of myself :))
amreleraqi.substack.com/p/hager-hesh...
I am sharing it because I am not really proud of myself :))
من غرفة الأخبار إلى علوم البيانات: هاجر هشام تروي رحلتها من الكلمات إلى الأكواد
لماذا قررتِ التوجه للدراسة الأكاديمية في علوم البيانات؟
amreleraqi.substack.com
January 22, 2025 at 7:54 AM
So, this is an interview that wraps up around a year and a half of my life,
amreleraqi.substack.com/p/hager-hesh...
I am sharing it because I am not really proud of myself :))
amreleraqi.substack.com/p/hager-hesh...
I am sharing it because I am not really proud of myself :))
So I left my job deciding that I should my self a break before any new adventures, and what am I doing with the break? studying GenAI #What_is_a_break? #No_rest_for_theworkaholic
December 13, 2024 at 7:05 PM
So I left my job deciding that I should my self a break before any new adventures, and what am I doing with the break? studying GenAI #What_is_a_break? #No_rest_for_theworkaholic
كنت سعيدة بحديثي مع طلاب دبلومة الإعلام الرقمي من الـAUC عن تنظيف البيانات.
It was a pleasure to meet this cohort of Digital Media Diploma from the American University of Cairo to chat about data cleaning.
Thank you Amr Eleraqi, Ahmed Esmat and the DMD for the invitation :))
It was a pleasure to meet this cohort of Digital Media Diploma from the American University of Cairo to chat about data cleaning.
Thank you Amr Eleraqi, Ahmed Esmat and the DMD for the invitation :))
December 10, 2024 at 12:33 PM
كنت سعيدة بحديثي مع طلاب دبلومة الإعلام الرقمي من الـAUC عن تنظيف البيانات.
It was a pleasure to meet this cohort of Digital Media Diploma from the American University of Cairo to chat about data cleaning.
Thank you Amr Eleraqi, Ahmed Esmat and the DMD for the invitation :))
It was a pleasure to meet this cohort of Digital Media Diploma from the American University of Cairo to chat about data cleaning.
Thank you Amr Eleraqi, Ahmed Esmat and the DMD for the invitation :))
I am delighted to share that I was aceepted at the Bertelsmann's Next Generation Tech Booster Program with a scholarship. An exciting journey I am starting this month with GenAI
#UDACITY #BERTELSMANN #NextGenerationTechBooster
#UDACITY #BERTELSMANN #NextGenerationTechBooster
December 9, 2024 at 5:11 PM
I am delighted to share that I was aceepted at the Bertelsmann's Next Generation Tech Booster Program with a scholarship. An exciting journey I am starting this month with GenAI
#UDACITY #BERTELSMANN #NextGenerationTechBooster
#UDACITY #BERTELSMANN #NextGenerationTechBooster
في ٢٠٢٤، علينا أن ندرك جميعا إن فيه أديان سماوية، وغير سماوية، وفيه ساينتولوجي.
#بديهيات_بتفوتنا_ساعات
#بديهيات_بتفوتنا_ساعات
December 1, 2024 at 7:16 PM
في ٢٠٢٤، علينا أن ندرك جميعا إن فيه أديان سماوية، وغير سماوية، وفيه ساينتولوجي.
#بديهيات_بتفوتنا_ساعات
#بديهيات_بتفوتنا_ساعات
Reposted by Hager H. Muatafa
Breaking News: Israel and Lebanon agreed to a cease-fire, President Biden said, prompting hope for an end to the fighting between Israel and Hezbollah.
Israel Approves Hezbollah Cease-Fire Deal, Bringing Truce Closer: Live Updates
Israeli ministers endorsed a truce that still needs formal approval in Lebanon. It followed an intense barrage of Israeli strikes in and near Beirut.
www.nytimes.com
November 26, 2024 at 9:08 PM
Breaking News: Israel and Lebanon agreed to a cease-fire, President Biden said, prompting hope for an end to the fighting between Israel and Hezbollah.
Reposted by Hager H. Muatafa
Resilience yes, and this old man is a symbol of defiance against the aggressor, but nobody should have to be enduring this relentless and constant Israeli bombing, death and destruction in Lebanon or in Gaza.
Such horror and atrocity should never have had to be normalised.
Such horror and atrocity should never have had to be normalised.
November 24, 2024 at 9:28 PM
Resilience yes, and this old man is a symbol of defiance against the aggressor, but nobody should have to be enduring this relentless and constant Israeli bombing, death and destruction in Lebanon or in Gaza.
Such horror and atrocity should never have had to be normalised.
Such horror and atrocity should never have had to be normalised.
Every day, more media outlets and individuals (who are not right-leaning) are moving to Bluesky and leaving X in response to Musk's actions on the platform. However, I think we can all agree that this shift risks creating two isolated ghettos, which isn’t ideal. #JustSaying
November 24, 2024 at 8:33 AM
Every day, more media outlets and individuals (who are not right-leaning) are moving to Bluesky and leaving X in response to Musk's actions on the platform. However, I think we can all agree that this shift risks creating two isolated ghettos, which isn’t ideal. #JustSaying