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pitch to voters on Election DayDisney expected to lay off thousands in its biggest round of cuts this yearDisney expected to lay off thousands in its biggest round of cuts this yearDisney expected to lay off thousands in its biggest round of cuts this yearAckman warns speculative trading is turning the stock market into a casinoAckman warns speculative trading is turning the stock market into a casinoAckman warns speculative trading is turning the stock market into a casinoRedMagic takes its RGB liquid-cooled gaming phone global as the 12 ProRedMagic takes its RGB liquid-cooled gaming phone global as the 12 ProRedMagic takes its RGB liquid-cooled gaming phone global as the 12 ProMalachi Jordan commits to St. John's, its first five-star recruit in 13 yearsMalachi Jordan commits to St. John's, its first five-star recruit in 13 yearsMalachi Jordan commits to St. John's, its first five-star recruit in 13 yearsSigns point to a big BioWare N7 Day celebration planned before the studio closedSigns point to a big BioWare N7 Day celebration planned before the studio closedSigns point to a big BioWare N7 Day celebration planned before the studio closedCritics of Ilhan Omar describe threats and intimidation, report saysCritics of Ilhan Omar describe threats and intimidation, report saysCritics of Ilhan Omar describe threats and intimidation, report saysGoogle app may replace its bottom bar tabs with Videos, Images and YouGoogle app may replace its bottom bar tabs with Videos, Images and YouGoogle app may replace its bottom bar tabs with Videos, Images and YouStar Wars Jedi: Survivor's final hidden secret found after three and a half yearsStar Wars Jedi: Survivor's final hidden secret found after three and a half yearsStar Wars Jedi: Survivor's final hidden secret found after three and a half yearsWar widens in the Black Sea, testing NATO's red linesWar widens in the Black Sea, testing NATO's red linesWar widens in the Black Sea, testing NATO's red linesGoogle confirms Android Family Hub, a new family space inside SettingsGoogle confirms Android Family Hub, a new family space inside SettingsGoogle confirms Android Family Hub, a new family space inside SettingsFive rescued off Kiribati after three months adrift at sea, four still missingFive rescued off Kiribati after three months adrift at sea, four still missingFive rescued off Kiribati after three months adrift at sea, four still missingDeath toll reaches 31 after Russian strikes hit a Ukrainian aid siteDeath toll reaches 31 after Russian strikes hit a Ukrainian aid siteDeath toll reaches 31 after Russian strikes hit a Ukrainian aid siteKing calls the slave trade a shameful chapter in Commonwealth addressKing calls the slave trade a shameful chapter in Commonwealth addressKing calls the slave trade a shameful chapter in Commonwealth addressScientists spot a potentially massive dwarf planet candidate beyond PlutoScientists spot a potentially massive dwarf planet candidate beyond PlutoScientists spot a potentially massive dwarf planet candidate beyond PlutoEating blueberries every day may ease depressive symptoms in older adultsEating blueberries every day may ease depressive symptoms in older adultsEating blueberries every day may ease depressive symptoms in older adultsIran warns of a 'new battlefield' after reported US strike on QeshmIran warns of a 'new battlefield' after reported US strike on QeshmIran warns of a 'new battlefield' after reported US strike on Qeshm
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Trump • 2026-11-02, 22:00 ET • ~1 min read

NYT review of 7 million Trump words finds longer, coarser speeches

نیویارک ٹائمز کے 70 لاکھ الفاظ کے جائزے میں ٹرمپ کی تقریریں طویل اور سخت پائی گئیں

न्यूयॉर्क टाइम्स की 70 लाख शब्दों की समीक्षा में ट्रंप के भाषण लंबे और कठोर पाए गए

NYT review of 7 million Trump words finds longer, coarser speeches

Key points

اہم نکات

मुख्य बातें

  • The New York Times has published a review of about 7 million words of Donald Trump's public remarks since 2015, using artificial-intelligence-assisted analysis alongside traditional reporting.
  • The review found his speeches have grown longer, averaging 85 minutes in his second term compared with 42 minutes a decade ago, with rambling passages appearing about two and a half times as often as in 2016.
  • It also found absolute words such as 'always' and 'never' used 19 percent more often than a decade ago, and profanity at about 15 words per 10,000, compared with six a decade ago, while his vocabulary level stayed roughly at a fourth- to fifth-grade level.
  • نیویارک ٹائمز نے 2015 سے ڈونلڈ ٹرمپ کے عوامی بیانات کے تقریباً 70 لاکھ الفاظ کا جائزہ شائع کیا ہے، جس میں مصنوعی ذہانت کی مدد سے تجزیے کے ساتھ روایتی رپورٹنگ بھی استعمال کی گئی۔ جائزے میں پایا گیا کہ ان کی تقریریں طویل ہو گئی ہیں، دوسری مدت میں اوسطاً 85 منٹ کی ہو گئی ہیں جبکہ دس سال پہلے 42 منٹ کی تھیں، اور بکھری ہوئی باتیں 2016 کے مقابلے میں تقریباً ڈھائی گنا زیادہ نظر آتی ہیں۔ اس میں یہ بھی پایا گیا کہ 'ہمیشہ' اور 'کبھی نہیں' جیسے مطلق الفاظ دس سال پہلے کے مقابلے میں 19 فیصد زیادہ استعمال ہوئے، اور گالیاں ہر 10,000 الفاظ میں تقریباً 15 ہو گئی ہیں جبکہ دس سال پہلے 6 تھیں، جبکہ ان کی الفاظ کی سطح تقریباً چوتھی سے پانچویں جماعت کی سطح پر ہی رہی۔ ٹائمز نے کہا کہ حالیہ ظہور نے ان کی عمر اور استحکام کے بارے میں سوالات دوبارہ اٹھا دیے ہیں۔
  • न्यूयॉर्क टाइम्स ने 2015 से डोनाल्ड ट्रंप के सार्वजनिक बयानों के लगभग 70 लाख शब्दों की समीक्षा प्रकाशित की है, जिसमें कृत्रिम बुद्धिमत्ता की मदद से विश्लेषण के साथ पारंपरिक रिपोर्टिंग भी इस्तेमाल की गई। समीक्षा में पाया गया कि उनके भाषण लंबे हो गए हैं, दूसरे कार्यकाल में औसतन 85 मिनट के हो गए हैं जबकि एक दशक पहले 42 मिनट के थे, और भटकते हुए अंश 2016 की तुलना में लगभग ढाई गुना अधिक दिखते हैं। इसमें यह भी पाया गया कि 'हमेशा' और 'कभी नहीं' जैसे निरपेक्ष शब्द एक दशक पहले की तुलना में 19 प्रतिशत अधिक इस्तेमाल हुए, और अपशब्द हर 10,000 शब्दों में लगभग 15 हो गए हैं जबकि एक दशक पहले 6 थे, जबकि उनकी शब्दावली का स्तर लगभग चौथी से पाँचवीं कक्षा के स्तर पर ही रहा। टाइम्स ने कहा कि हाल की उपस्थितियों ने उनकी उम्र और स्थिरता के बारे में सवाल फिर से उठा दिए हैं।

The New York Times has published a review of about 7 million words of Donald Trump's public remarks since 2015, using artificial-intelligence-assisted analysis alongside traditional reporting. The review found his speeches have grown longer, averaging 85 minutes in his second term compared with 42 minutes a decade ago, with rambling passages appearing about two and a half times as often as in 2016. It also found absolute words such as 'always' and 'never' used 19 percent more often than a decade ago, and profanity at about 15 words per 10,000, compared with six a decade ago, while his vocabulary level stayed roughly at a fourth- to fifth-grade level. The Times said recent appearances had revived questions about his age and stability.

نیویارک ٹائمز نے 2015 سے ڈونلڈ ٹرمپ کے عوامی بیانات کے تقریباً 70 لاکھ الفاظ کا جائزہ شائع کیا ہے، جس میں مصنوعی ذہانت کی مدد سے تجزیے کے ساتھ روایتی رپورٹنگ بھی استعمال کی گئی۔ جائزے میں پایا گیا کہ ان کی تقریریں طویل ہو گئی ہیں، دوسری مدت میں اوسطاً 85 منٹ کی ہو گئی ہیں جبکہ دس سال پہلے 42 منٹ کی تھیں، اور بکھری ہوئی باتیں 2016 کے مقابلے میں تقریباً ڈھائی گنا زیادہ نظر آتی ہیں۔ اس میں یہ بھی پایا گیا کہ 'ہمیشہ' اور 'کبھی نہیں' جیسے مطلق الفاظ دس سال پہلے کے مقابلے میں 19 فیصد زیادہ استعمال ہوئے، اور گالیاں ہر 10,000 الفاظ میں تقریباً 15 ہو گئی ہیں جبکہ دس سال پہلے 6 تھیں، جبکہ ان کی الفاظ کی سطح تقریباً چوتھی سے پانچویں جماعت کی سطح پر ہی رہی۔ ٹائمز نے کہا کہ حالیہ ظہور نے ان کی عمر اور استحکام کے بارے میں سوالات دوبارہ اٹھا دیے ہیں۔

न्यूयॉर्क टाइम्स ने 2015 से डोनाल्ड ट्रंप के सार्वजनिक बयानों के लगभग 70 लाख शब्दों की समीक्षा प्रकाशित की है, जिसमें कृत्रिम बुद्धिमत्ता की मदद से विश्लेषण के साथ पारंपरिक रिपोर्टिंग भी इस्तेमाल की गई। समीक्षा में पाया गया कि उनके भाषण लंबे हो गए हैं, दूसरे कार्यकाल में औसतन 85 मिनट के हो गए हैं जबकि एक दशक पहले 42 मिनट के थे, और भटकते हुए अंश 2016 की तुलना में लगभग ढाई गुना अधिक दिखते हैं। इसमें यह भी पाया गया कि 'हमेशा' और 'कभी नहीं' जैसे निरपेक्ष शब्द एक दशक पहले की तुलना में 19 प्रतिशत अधिक इस्तेमाल हुए, और अपशब्द हर 10,000 शब्दों में लगभग 15 हो गए हैं जबकि एक दशक पहले 6 थे, जबकि उनकी शब्दावली का स्तर लगभग चौथी से पाँचवीं कक्षा के स्तर पर ही रहा। टाइम्स ने कहा कि हाल की उपस्थितियों ने उनकी उम्र और स्थिरता के बारे में सवाल फिर से उठा दिए हैं।

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