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đŸ”ș$BTC đŸ”șactiveness.social #activenesssocial #oprussia #SocialEngineering #infosec #cybersecurity #BinanceUkraineđŸ”»#BRICS đŸ”»#russiaisaterroriststate #ITArmyUKR
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$BTC 113.541C161.776 103.087 153.227 94.5962 141.537 88.9883ZM98.4405 129.507C88.0005 130.095 77.1544 125.409 76.6196 115.372C76.2232 107.93 81.9158 99.626 99.0812 98.6368C101.047 98.5234 102.976 98.468 104.871 98.468C111.106 98.468 116.939 99.0737 122.242 100.233C120.264 124.935 108.662 128.946 98.4405 129.507Z" /></svg></div><div style=" font-size: 15px; line-height: 21px; color: #000000; font-weight: 600; "> ĐŸĐ”Ń€Đ”ĐłĐ»ŃĐœŃƒŃ‚Đž ĐČ Threads</div></div></a></blockquote> <script async src="https://www.threads.net/embed.js"></script> #TrumpUkr binance.com / x 23:11 15.12.2024 11:11.... 23:44/11:44 (23:43-23:45/11:43-11:45) #RoadmapTrumpUkr $XRP $DOGE #Realpolitik #RealDonaldTrump #realelonmusk #Kyiv Crypto {spot}(DOGEUSDT) {future}(XRPUSDT)
$BTC 113.541C161.776 103.087 153.227 94.5962 141.537 88.9883ZM98.4405 129.507C88.0005 130.095 77.1544 125.409 76.6196 115.372C76.2232 107.93 81.9158 99.626 99.0812 98.6368C101.047 98.5234 102.976 98.468 104.871 98.468C111.106 98.468 116.939 99.0737 122.242 100.233C120.264 124.935 108.662 128.946 98.4405 129.507Z" /></svg></div><div style=" font-size: 15px; line-height: 21px; color: #000000; font-weight: 600; "> ĐŸĐ”Ń€Đ”ĐłĐ»ŃĐœŃƒŃ‚Đž ĐČ Threads</div></div></a></blockquote>
<script async src="https://www.threads.net/embed.js"></script> #TrumpUkr binance.com / x 23:11 15.12.2024 11:11.... 23:44/11:44 (23:43-23:45/11:43-11:45) #RoadmapTrumpUkr $XRP $DOGE #Realpolitik #RealDonaldTrump #realelonmusk #Kyiv Crypto
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#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
#Realpolitik #RealDonaldTrump #BinanceUs #BinanceUkraine #OvertonWindow â–ˆÌ¶ÌłÌ˜Í›Ì„ÌƒÍ’Ì„2022 v █so 2024â–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍu█̞̜̻̝͍̜̎̂s█̶̎̔̎ 2075^ vs. 2014█x.â–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍa█̞̜̻̝͍̜̎̂1$usdt █̶̞̎̔̎ 1991^vs 2022â–ˆÌ¶ÌłÌ˜Í›Ì„ÌƒÍ’Ì„ÌƒÍœi█gâ–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍr0█k^â–ˆÌŽÌ”ÌŽÌ¶ÌžÌĄÌšÌą 🌞963 -🌐-♀ IA Defense AI 24 â™‚ïžđŸŒ™ 3 6 9 NovaNafta AI Defence đŸ‘ïžâƒ€ iπ E+1 =0 Activeness💌 SocialDataBaseOPSEC Java import org.jgrapht.Graph; import org.jgrapht.graph.DefaultEdge; import org.jgrapht.graph.SimpleGraph; import org.jgrapht.nio.dot.DOTExporter; import org.jgrapht.nio.Attribute; import org.jgrapht.nio.DefaultAttribute; import java.io.StringWriter; import java.util.Map; public class NetworkAnalysis { public static void main(String[] args) { Graph<String, DefaultEdge> graph = new SimpleGraph<>(DefaultEdge.class); // Đ”ĐŸĐŽĐ°ĐČĐ°ĐœĐœŃ ĐČŃƒĐ·Đ»Ń–ĐČ (ĐżĐ»Đ°Ń‚Ń„ĐŸŃ€ĐŒ) String[] platforms = {"x.com", "TikTok", "Binance", "Instagram", "Facebook"}; for (String platform : platforms) { graph.addVertex(platform); } // Đ”ĐŸĐŽĐ°ĐČĐ°ĐœĐœŃ рДбДр (ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč) graph.addEdge("x.com", "TikTok"); graph.addEdge("TikTok", "Instagram"); graph.addEdge("Instagram", "Facebook"); graph.addEdge("Facebook", "Binance"); graph.addEdge("Binance", "x.com"); // ЕĐșŃĐżĐŸŃ€Ń‚ графу у Ń„ĐŸŃ€ĐŒĐ°Ń‚ DOT DOTExporter<String, DefaultEdge> exporter = new DOTExporter<>(v -> v, null, null); StringWriter writer = new StringWriter(); exporter.exportGraph(graph, writer); System.out.println(writer.toString()); } } - >| *BRICS* (#Đ±Ń€Đ°Đ·ĐžĐ»Ń–Ń, #Ń€ĐŸŃŃ–Ń, #Ń–ĐœĐŽŃ–Ń, #ĐșотаĐč, піĐČĐŽĐ”ĐœĐœĐ° #афроĐșĐ°) Đ°ĐșтоĐČĐœĐŸ ĐŸĐ±ĐłĐŸĐČĐŸŃ€ŃŽŃ” ĐŒĐŸĐ¶Đ»ĐžĐČĐŸŃŃ‚Ń– Đ·ĐŒĐ”ĐœŃˆĐ”ĐœĐœŃ Đ·Đ°Đ»Đ”Đ¶ĐœĐŸŃŃ‚Ń– ĐČіЮ ĐŽĐŸĐ»Đ°Ń€Đ°[$^] #ХКА та стĐČĐŸŃ€Đ”ĐœĐœŃ Đ°Đ»ŃŒŃ‚Đ”Ń€ĐœĐ°Ń‚ĐžĐČĐœĐžŃ… Ń„Ń–ĐœĐ°ĐœŃĐŸĐČох струĐșтур.
#Realpolitik #RealDonaldTrump #BinanceUs #BinanceUkraine #OvertonWindow â–ˆÌ¶ÌłÌ˜Í›Ì„ÌƒÍ’Ì„2022 v █so 2024â–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍu█̞̜̻̝͍̜̎̂s█̶̎̔̎ 2075^ vs. 2014█x.â–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍa█̞̜̻̝͍̜̎̂1$usdt █̶̞̎̔̎ 1991^vs 2022â–ˆÌ¶ÌłÌ˜Í›Ì„ÌƒÍ’Ì„ÌƒÍœi█gâ–ˆÌ”Ì»ÌŁÌÍ’ÌˆÌ„ÌˆÍr0█k^â–ˆÌŽÌ”ÌŽÌ¶ÌžÌĄÌšÌą 🌞963 -🌐-♀ IA Defense AI 24 â™‚ïžđŸŒ™ 3 6 9 NovaNafta AI Defence đŸ‘ïžâƒ€ iπ E+1 =0 Activeness💌 SocialDataBaseOPSEC Java import org.jgrapht.Graph;
import org.jgrapht.graph.DefaultEdge;
import org.jgrapht.graph.SimpleGraph;
import org.jgrapht.nio.dot.DOTExporter;
import org.jgrapht.nio.Attribute;
import org.jgrapht.nio.DefaultAttribute;

import java.io.StringWriter;
import java.util.Map;

public class NetworkAnalysis {
public static void main(String[] args) {
Graph<String, DefaultEdge> graph = new SimpleGraph<>(DefaultEdge.class);

// Đ”ĐŸĐŽĐ°ĐČĐ°ĐœĐœŃ ĐČŃƒĐ·Đ»Ń–ĐČ (ĐżĐ»Đ°Ń‚Ń„ĐŸŃ€ĐŒ)
String[] platforms = {"x.com", "TikTok", "Binance", "Instagram", "Facebook"};
for (String platform : platforms) {
graph.addVertex(platform);
}

// Đ”ĐŸĐŽĐ°ĐČĐ°ĐœĐœŃ рДбДр (ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč)
graph.addEdge("x.com", "TikTok");
graph.addEdge("TikTok", "Instagram");
graph.addEdge("Instagram", "Facebook");
graph.addEdge("Facebook", "Binance");
graph.addEdge("Binance", "x.com");

// ЕĐșŃĐżĐŸŃ€Ń‚ графу у Ń„ĐŸŃ€ĐŒĐ°Ń‚ DOT
DOTExporter<String, DefaultEdge> exporter = new DOTExporter<>(v -> v, null, null);
StringWriter writer = new StringWriter();
exporter.exportGraph(graph, writer);
System.out.println(writer.toString());
}
} - >| *BRICS* (#Đ±Ń€Đ°Đ·ĐžĐ»Ń–Ń, #Ń€ĐŸŃŃ–Ń, #Ń–ĐœĐŽŃ–Ń, #ĐșотаĐč, піĐČĐŽĐ”ĐœĐœĐ° #афроĐșĐ°) Đ°ĐșтоĐČĐœĐŸ ĐŸĐ±ĐłĐŸĐČĐŸŃ€ŃŽŃ” ĐŒĐŸĐ¶Đ»ĐžĐČĐŸŃŃ‚Ń– Đ·ĐŒĐ”ĐœŃˆĐ”ĐœĐœŃ Đ·Đ°Đ»Đ”Đ¶ĐœĐŸŃŃ‚Ń– ĐČіЮ ĐŽĐŸĐ»Đ°Ń€Đ°[$^] #ХКА та стĐČĐŸŃ€Đ”ĐœĐœŃ Đ°Đ»ŃŒŃ‚Đ”Ń€ĐœĐ°Ń‚ĐžĐČĐœĐžŃ… Ń„Ń–ĐœĐ°ĐœŃĐŸĐČох струĐșтур.
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✓BITCOIN^ [1][0][0][0]$BTC
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https://x.com/bitcoin_usdt_/status/1868113771333607667?t=40y729_oXoGtmYNjXKsirg&s=1 https://t.co/6 https://t.co/6Uc8WEMkkW da https://x.com/elonmusk/status/1867399025835511987?t=Goc9wFoni3sZDEHEmiqKWA&s=O youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b
rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terrorist rus,ru go collapse collection youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b
rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terorist rus,ru go collapse collection $BTC #usdt


#personoftheyear
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https://x.com/bitcoin_usdt_/status/1868113771333607667?t=40y729_oXoGtmYNjXKsirg&s=1 https://t.co/6 https://t.co/6Uc8WEMkkW da https://x.com/elonmusk/status/1867399025835511987?t=Goc9wFoni3sZDEHEmiqKWA&s=O youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terrorist rus,ru go collapse collection youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terorist rus,ru go collapse collection $BTC #usdt {spot}(BTCUSDT) {future}(USDCUSDT) #personoftheyear
https://x.com/bitcoin_usdt_/status/1868113771333607667?t=40y729_oXoGtmYNjXKsirg&s=1 https://t.co/6 https://t.co/6Uc8WEMkkW da https://x.com/elonmusk/status/1867399025835511987?t=Goc9wFoni3sZDEHEmiqKWA&s=O youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b
rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terrorist rus,ru go collapse collection youtube.com/live/VW8Vof3VN
 @0dteth #Crypto ÂŁÂąâ‚ŹÂ„âˆšâ€ąâˆ†âœ“b
rub =ft\← ≀ »-0,00];0]00 ÂČ#eth⅖-≀0/⁰/status ≠entropy russian economic -#vpn掚荐 (vpn) #vpnnord #ŰłÙˆŰ±ÙŠŰ§_Ű§Ù„Ű§Ù† terror-terorist rus,ru go collapse collection $BTC #usdt
#personoftheyear
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Binance Announcement
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Exclusive Binance Convert Christmas Offer: Trade Top-Performing Tokens to Share 12,000 USDC in Rewards
This is a general announcement and marketing message. The products and services mentioned herein may not be available in your region.
Dear Binance community members!
As part of this year's [Đ Ń–Đ·ĐŽĐČŃĐœĐŸĐłĐŸ ĐșĐ°Đ»Đ”ĐœĐŽĐ°Ń€Ń](https://www.%suffixOrigin%/%locale%/activity/calendar/christmas-2024?utm_source=convertcampaign), [Binance Convert](https://www.%suffixOrigin%/%locale%/convert) is introducing a new promotion to reward our community! During the promotion period, all users who [піЮтĐČĐ”Ń€ĐŽŃŃ‚ŃŒ сĐČĐŸŃŽ участь ](https://www.%suffixOrigin%/%locale%/convert/campaign?campaignNo=14618161225)and [ĐșĐŸĐœĐČĐ”Ń€Ń‚ŃƒŃŽŃ‚ŃŒ](https://www.%suffixOrigin%/%locale%/convert) at least 10 USDC equivalent of any token to the top performing token on Binance Convert will share 12,000 USDC in token vouchers.
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🚹🚹Donald Trump’s Crypto Bombshell: Could This Be a Game-Changer 🚹🚹 đŸ”„
đŸ”„ *Hold onto your seats, crypto enthusiasts!* Former U.S. President Donald Trump has just hinted at a *massive* move into the cryptocurrency space, and it’s sending shockwaves through the entire market! đŸ’„

Known for his unpredictable and bold strategies, Trump’s potential entry into crypto could be the *disruptive force* the market has been waiting for. What’s in store? đŸ€” Will he align with blockchain adoption or introduce something totally revolutionary?

đŸ’„ Speculation is at an all-time high, and the possibilities are endless! Trump’s involvement could draw unprecedented *mainstream attention* to digital assets, triggering new waves of *investment* and *regulation*.

🚀 This could be the catalyst the crypto market needs to go *mainstream* and *global*—paving the way for massive growth and adoption! But what’s his ultimate play? The suspense is *killing* us! đŸ˜±

👀 Stay tuned, crypto world—this bombshell could ignite the market *like never before!* đŸ”„

#BitcoinKeyZone #SuiHitsNewATH #BinanceListsVelodrome
See original
113.541C161.776 103.087 153.227 94.5962 141.537 88.9883ZM98.4405 129.507C88.0005 130.095 77.1544 125.409 76.6196 115.372C76.2232 107.93 81.9158 99.626 99.0812 98.6368C101.047
113.541C161.776 103.087 153.227 94.5962 141.537 88.9883ZM98.4405 129.507C88.0005 130.095 77.1544 125.409 76.6196 115.372C76.2232 107.93 81.9158 99.626 99.0812 98.6368C101.047
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#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
19.8819 147.514 32.7883 163.921C47.2921 182.358 68.8816 191.806 96.9569 192H97.0695C122.03 191.827 139.624 185.292 154.118 170.811C173.081 151.866 172.51 128.119 166.26
19.8819 147.514 32.7883 163.921C47.2921 182.358 68.8816 191.806 96.9569 192H97.0695C122.03 191.827 139.624 185.292 154.118 170.811C173.081 151.866 172.51 128.119 166.26
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Bullish
#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
9.60668 125.202 0.195148 97.0695 0H96.9569C68.8816 0.19447 47.2921 9.6418 32.7883 28.0793C19.8819 44.4864 13.2244 67.3157 13.0007 95.9325L13 96L13.0007 96.0675C13.2244 124.684
9.60668 125.202 0.195148 97.0695 0H96.9569C68.8816 0.19447 47.2921 9.6418 32.7883 28.0793C19.8819 44.4864 13.2244 67.3157 13.0007 95.9325L13 96L13.0007 96.0675C13.2244 124.684
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Trump Ukr
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Bullish
#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
16.9405C119.988 17.1113 137.539 24.4614 149.184 38.788C154.894 45.8136 159.199 54.6488 162.037 64.9503L178.184 60.6422C174.744 47.9622 169.331 37.0357 161.965 27.974C147.036 $Btc
16.9405C119.988 17.1113 137.539 24.4614 149.184 38.788C154.894 45.8136 159.199 54.6488 162.037 64.9503L178.184 60.6422C174.744 47.9622 169.331 37.0357 161.965 27.974C147.036 $Btc
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Trump Ukr
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Bullish
#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
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Bullish
#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
#activenesssocial #BinanceUkraine AI Data #realdonaldtrump #personoftheyear $btc #RoadmapTrumpUkr x.com/i/grok/google/Microsoft <blockquote class="text-post-media" data-text-post-permalink="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" data-text-post-version="0" id="ig-tp-DCxEJQ8MKT2" style=" background:#FFF; border-width: 1px; border-style: solid; border-color: #00000026; border-radius: 16px; max-width:540px; margin: 1px; min-width:270px; padding:0; width:99.375%; width:-webkit-calc(100% - 2px); width:calc(100% - 2px);"> <a href="https://www.threads.net/@bitcoinx0000/post/DCxEJQ8MKT2" style=" background:#FFFFFF; line-height:0; padding:0 0; text-align:center; text-decoration:none; width:100%; font-family: -apple-system, BlinkMacSystemFont, sans-serif;" target="_blank"> <div style=" padding: 40px; display: flex; flex-direction: column; align-items: center;"><div style=" display:block; height:32px; width:32px; padding-bottom:20px;"> <svg aria-label="Threads" height="32px" role="img" viewBox="0 0 192 192" width="32px" xmlns="http://www.w3.org/2000/svg"> <path d="M141.537 88.9883C140.71 88.5919 139.87 88.2104 139.019 87.8451C137.537 60.5382 122.616 44.905 97.5619 44.745C97.4484 44.7443 97.3355 44.7443 97.222 44.7443C82.2364 44.7443 69.7731 51.1409 62.102 62.7807L75.881 72.2328C81.6116 63.5383 90.6052 61.6848 97.2286 61.6848C97.3051 61.6848 97.3819 61.6848 97.4576 61.6855C105.707 61.7381 111.932 64.1366 115.961 68.814C118.893 72.2193 120.854 76.925 121.825 82.8638C114.511 81.6207 106.601 81.2385 98.145 81.7233C74.3247 83.0954 59.0111 96.9879 60.0396 116.292C60.5615 126.084 65.4397 134.508 73.775 140.011C80.8224 144.663 89.899 146.938 99.3323 146.423C111.79 145.74 121.563 140.987 128.381 132.296C133.559 125.696 136.834 117.143 138.28 106.366C144.217 109.949 148.617 114.664 151.047 120.332C155.179 129.967 155.42 145.8 142.501 158.708C131.182 170.016 117.576 174.908 97.0135 175.059C74.2042 174.89 56.9538 167.575 45.7381 153.317C35.2355 139.966 29.8077 120.682 29.6052 96C29.8077 71.3178 35.2355 52.0336 45.7381 38.6827C56.9538 24.4249 74.2039 17.11 97.0132 $BTC
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Yardo77
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đŸ‡ș🇩 Cryptocurrency may be legalized in Ukraine as early as the first quarter of 2025, but you should not count on tax benefits.

Hetmantsev noted:
“We are cautious about cryptocurrencies during tax breaks to avoid tax evasion in traditional markets.”

Taxes are planned to be introduced based on the model of securities — only profits will be taxed when assets are withdrawn into fiat.
--
Bearish
#ElonMuskTwitter #ElonMuskUpdates $XRP $XAI #ripple #roadmapelonmusk #starlink #spaseX #neuralink Error in vision global strategies development there arethere are there arethere are economic, oneconomic, on political,ĐČіĐčсьĐșĐŸĐČĐŸŃ—,technological sver USA ,as one by oneone by one leg leader and and performer ,guarantor , creation world processes.flirting with it is rainingit is raining and in China.preference personal interests all overall over h general.knowledge mask and there arethere are in the worldin the world this k recourse good luckgood luck .hundred can you specifically proposal hostess mask in come closercome closer and perspective is real in 2025 and in far awayfar away perspective in 2075? x.com/i/grok/binance=hegemonAI . 14:35-14:37 14.12.2024 kiyv {future}(XRPUSDT) {future}(DOGEUSDT)
#ElonMuskTwitter #ElonMuskUpdates $XRP $XAI #ripple #roadmapelonmusk #starlink #spaseX #neuralink Error in vision global strategies development there arethere are there arethere are economic, oneconomic, on political,ĐČіĐčсьĐșĐŸĐČĐŸŃ—,technological sver USA ,as one by oneone by one leg leader and and performer ,guarantor , creation world processes.flirting with it is rainingit is raining and in China.preference personal interests all overall over h general.knowledge mask and there arethere are in the worldin the world this k recourse good luckgood luck .hundred can you specifically proposal hostess mask in come closercome closer and perspective is real in 2025 and in far awayfar away perspective in 2075? x.com/i/grok/binance=hegemonAI . 14:35-14:37 14.12.2024 kiyv
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Trade Heights
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🚹Elon Musk’s Stark Warning: U.S. Heading Toward ‘Bankruptcy’ Without Radical Reforms 🚹
In a bold and alarming statement, tech magnate Elon Musk has issued a stark warning about the financial health of the United States. The CEO of Tesla and SpaceX expressed grave concerns over the nation’s economic trajectory, emphasizing that without immediate and radical reforms, the U.S. could be heading toward bankruptcy. Musk, known for his candid remarks and visionary ideas, highlighted the urgency of addressing national debt, fiscal policies, and systemic inefficiencies.

Elon Musk’s Concerns About U.S. Fiscal Health

Musk’s comments come at a time when the U.S. government’s debt levels have reached unprecedented heights. With the national debt exceeding $33 trillion and annual deficits continuing to rise, the issue of financial sustainability is becoming more pressing. Musk, who is renowned for his unconventional approach to business, warned that if these trends continue unchecked, the U.S. could face a fiscal crisis that could threaten the very stability of its economy.

According to Musk, the U.S. is on a path that could lead to a financial collapse, where the government’s ability to service its debt becomes increasingly unsustainable. The warning is not new, but Musk’s high-profile status brings the issue into sharper focus. He expressed his concern over the lack of accountability in Washington, urging for a complete overhaul of fiscal policies to address the growing burden of debt and the financial practices that have led to this point.

The Dire Implications of America’s Growing Debt

At the heart of Musk’s warning is the alarming growth of the national debt, which has expanded significantly over the past few decades. The U.S. government borrows money to cover its deficits, which has created a massive financial imbalance. While borrowing may be manageable in the short term, the long-term implications of such high levels of debt could lead to severe economic consequences, including:

1. Rising Interest Payments: As the debt grows, so do the interest payments. This could eventually consume a significant portion of the federal budget, diverting funds from essential services like education, healthcare, and infrastructure.

2. Inflation and Currency Devaluation: The more the government borrows and prints money, the greater the risk of inflation and devaluation of the U.S. dollar. This could lead to higher costs for everyday goods and services, affecting Americans’ purchasing power.

3. Loss of Investor Confidence: If investors begin to lose confidence in the U.S. government’s ability to repay its debt, they could demand higher interest rates or withdraw from U.S. assets entirely, leading to a financial crisis.

Musk’s warning underscores the urgent need for fiscal reforms to prevent these disastrous outcomes. He has called for a combination of budget cuts, increased revenue generation, and more effective government spending policies.

The Call for Radical Reform: Musk’s Proposed Solutions

Elon Musk is no stranger to offering bold solutions to complex problems. As a business leader, he has often been at the forefront of innovation and disruption, and his approach to the U.S. financial crisis is no different. While Musk did not provide a detailed roadmap for reform, he did suggest several broad principles that could help steer the country away from financial disaster.

1. Reducing Government Waste: Musk has long been critical of government inefficiencies. He advocates for a more streamlined government that prioritizes spending on essential services while eliminating wasteful programs. Musk has pointed out that inefficiencies in federal agencies could be costing taxpayers billions of dollars each year.

2. Tax Reform and Revenue Generation: To reduce the national deficit, Musk believes that the government must explore ways to generate more revenue. This could involve tax reforms that ensure businesses and high earners contribute their fair share. However, Musk has also cautioned against punitive taxation, as it could stifle innovation and economic growth.

3. Privatization and Deregulation: Musk has consistently argued that privatization and deregulation of certain industries could lead to more efficient service delivery and reduced government spending. By reducing the role of government in certain sectors, he believes that the private sector could take on more responsibility, leading to greater economic efficiency.

Why Radical Reforms Are Needed Now

Musk’s warning is not just a critique of the current state of the U.S. economy but a call to action. The financial system in the U.S. is under increasing strain, and without significant changes, it could lead to long-term instability. As the global economy becomes more interconnected, the U.S. must also adapt to changing financial landscapes to remain competitive. Musk’s message is clear: if the country does not address its debt crisis, it could face a future where economic growth stalls, inflation rises, and living standards decline.

Moreover, Musk emphasized the importance of leadership in addressing these issues. He believes that political leaders must prioritize long-term solutions over short-term political gains. Musk’s statement underscores a growing disillusionment with the status quo, as more citizens and leaders recognize the risks posed by the current fiscal trajectory.

The Road Ahead: Can the U.S. Avoid Financial Collapse?

While Musk’s warning about the potential for U.S. bankruptcy is alarming, it serves as a stark reminder of the need for fiscal responsibility. The path forward is not easy, and it will require both bold leadership and collaboration across political parties to implement the necessary reforms. However, Musk’s vision for a more efficient, innovative, and financially sustainable government could be a blueprint for the future.

As 2025 approaches, the U.S. has a critical opportunity to address its fiscal challenges head-on. Whether policymakers heed Musk’s advice or continue with business as usual will determine whether the country can avoid the financial crises looming on the horizon.

Conclusion: The Need for Immediate Action

Elon Musk’s warning about the U.S. heading toward bankruptcy without radical reforms is a timely call for action. The nation faces a growing debt crisis, and Musk’s proposal for structural changes in government spending, tax policies, and privatization offers a potential roadmap to avoid disaster. If the country fails to take proactive measures, it could face severe economic consequences by 2025. The time for bold action is now—only through comprehensive reform can the U.S. safeguard its financial future and avoid the specter of bankruptcy.

#ElonMuskUpdates
$BTC {spot}(BTCUSDT) đŸ”„Program đŸ”„Prediction đŸŸ„ 🟩 đŸŸ„ 🟩#oprussia đŸ”ș#RealDonaldTrump đŸ”»#Realpolitik #ElonMusk #Geopolitics #War🌐 NewsđŸ”ș USDT / RUBđŸ”» Real Problem Economics Economics Russia đŸ‡·đŸ‡ș 🇹🇳 #diplomaticcrisis đŸ‡§đŸ‡Ÿ đŸ‡°đŸ‡” #cryptobank #Giperinflation #Oilcrisis #MilitaryCrisis #TechnologicalCrisis: #Crimea #TrumpUkr 19:37 08. 12.2024
$BTC
đŸ”„Program đŸ”„Prediction đŸŸ„ 🟩 đŸŸ„ 🟩#oprussia đŸ”ș#RealDonaldTrump đŸ”»#Realpolitik #ElonMusk #Geopolitics #War🌐 NewsđŸ”ș USDT / RUBđŸ”» Real Problem Economics Economics Russia đŸ‡·đŸ‡ș 🇹🇳 #diplomaticcrisis đŸ‡§đŸ‡Ÿ đŸ‡°đŸ‡” #cryptobank #Giperinflation #Oilcrisis #MilitaryCrisis #TechnologicalCrisis: #Crimea #TrumpUkr 19:37 08. 12.2024
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Binance News
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Bitcoin (BTC) Drops Below 98,000 USDT with a 1.67% Decrease in 24 Hours
According to Binance Market Data, Bitcoin (BTC) dropped below 98,000 USDT and is now trading at 97,950 USDT, with a 1.67% decrease in 24 hours.
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Dr Ajmal Khan
--
BPQXUREX87 red packet rewards pepe
See original
using actual data and more sophisticated analysis. 4o https://x.com/Elon000000Musk/status/1865628850094211534 #twitterđŸ”ș 00:00 đŸ”»
using actual data and more sophisticated analysis.

4o https://x.com/Elon000000Musk/status/1865628850094211534 #twitterđŸ”ș 00:00 đŸ”»
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Trump Ukr
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$SOL đŸ”ș$đŸ”» $XRP đŸ”»â‚ŹđŸ”ș


#BTC ~200M (10-15%)#AUSA24 #BitcoinOrg #BigDataAI đŸ”ș $BTC VS https://chatgpt.com/ activeness.social 🌍 x.com/i/grok-Microsoft-$doge-vs-$BTC đŸ”»đŸŸŠđŸŸ„ đŸ”șBinanceUkraine / binanceus #oprussia binancerussia / binancechina **BRICS** opchina // OilCrisis // Sanctions /// LSTM
$XRP đŸ”»đŸŒđŸ”șОсь проĐșлаЎ ĐżŃ€ĐŸĐłŃ€Đ°ĐŒĐž ĐœĐ° #Python, яĐșĐ° Ń€Đ”Đ°Đ»Ń–Đ·ŃƒŃ” Đ±Đ°Đ·ĐŸĐČĐžĐč Đ°Đ»ĐłĐŸŃ€ĐžŃ‚ĐŒŃ–Ń‡ĐœĐžĐč Đ°ĐœĐ°Đ»Ń–Đ· ĐŽĐ»Ń ĐŒĐŸĐŽĐ”Đ»ŃŽĐČĐ°ĐœĐœŃ ŃĐžŃŃ‚Đ”ĐŒĐž упраĐČĐ»Ń–ĐœĐœŃ Ń…Đ°ĐŸŃĐŸĐŒ у сфДрі ĐœĐ°Ń„Ń‚Đž та газу. Đ’ĐŸĐœĐ° ĐČĐžĐșĐŸŃ€ĐžŃŃ‚ĐŸĐČує ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ńƒ ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Ń— та ĐŸŃ†Ń–ĐœĐșĐž Ń‚Đ”Ń…ĐœŃ–Ń‡ĐœĐŸĐłĐŸ ŃŃ‚Đ°ĐœŃƒ ŃĐžŃŃ‚Đ”ĐŒĐž.

python

ĐšĐŸĐżŃ–ŃŽĐČато ĐșĐŸĐŽ

import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Đ“Đ”ĐœĐ”Ń€Đ°Ń†Ń–Ń ĐČОпаЎĐșĐŸĐČох ĐŽĐ°ĐœĐžŃ… ĐŽĐ»Ń Ń–ĐŒŃ–Ń‚Đ°Ń†Ń–Ń— ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč def generate_synthetic_data(samples=1000, features=10): np.random.seed(42) return np.random.rand(samples, features), np.random.rand(samples, 1) # ĐŸŃ–ĐŽĐłĐŸŃ‚ĐŸĐČĐșĐ° ĐŽĐ°ĐœĐžŃ… data, labels = generate_synthetic_data() train_data, test_data = data[:800], data[800:] train_labels, test_labels = labels[:800], labels[800:] # ĐŸĐŸĐ±ŃƒĐŽĐŸĐČĐ° ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ń– ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ model = Sequential([ LSTM(64, input_shape=(train_data.shape[1], 1), return_sequences=True), LSTM(32), Dense(16, activation='relu'), Dense(1, activation='sigmoid') ]) # ĐšĐŸĐŒĐżŃ–Đ»ŃŃ†Ń–Ń ĐŒĐŸĐŽĐ”Đ»Ń– model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # НаĐČŃ‡Đ°ĐœĐœŃ ĐŒĐŸĐŽĐ”Đ»Ń– train_data_reshaped = train_data.reshape((train_data.shape[0], train_data.shape[1], 1)) test_data_reshaped = test_data.reshape((test_data.shape[0], test_data.shape[1], 1)) model.fit(train_data_reshaped, train_labels, epochs=10, batch_size=32, validation_data=(test_data_reshaped, test_labels)) # ĐžŃ†Ń–ĐœĐșĐ° ĐŒĐŸĐŽĐ”Đ»Ń– loss,
See original
using actual data and more sophisticated analysis. 4o https://x.com/Elon000000Musk/status/1865628850094211534#twitter00:00
using actual data and more sophisticated analysis.

4o https://x.com/Elon000000Musk/status/1865628850094211534#twitter00:00
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$XRP đŸ”»đŸŒđŸ”șОсь проĐșлаЎ ĐżŃ€ĐŸĐłŃ€Đ°ĐŒĐž ĐœĐ° #Python, яĐșĐ° Ń€Đ”Đ°Đ»Ń–Đ·ŃƒŃ” Đ±Đ°Đ·ĐŸĐČĐžĐč Đ°Đ»ĐłĐŸŃ€ĐžŃ‚ĐŒŃ–Ń‡ĐœĐžĐč Đ°ĐœĐ°Đ»Ń–Đ· ĐŽĐ»Ń ĐŒĐŸĐŽĐ”Đ»ŃŽĐČĐ°ĐœĐœŃ ŃĐžŃŃ‚Đ”ĐŒĐž упраĐČĐ»Ń–ĐœĐœŃ Ń…Đ°ĐŸŃĐŸĐŒ у сфДрі ĐœĐ°Ń„Ń‚Đž та газу. Đ’ĐŸĐœĐ° ĐČĐžĐșĐŸŃ€ĐžŃŃ‚ĐŸĐČує ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ńƒ ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Ń— та ĐŸŃ†Ń–ĐœĐșĐž Ń‚Đ”Ń…ĐœŃ–Ń‡ĐœĐŸĐłĐŸ ŃŃ‚Đ°ĐœŃƒ ŃĐžŃŃ‚Đ”ĐŒĐž.

python

ĐšĐŸĐżŃ–ŃŽĐČато ĐșĐŸĐŽ

import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Đ“Đ”ĐœĐ”Ń€Đ°Ń†Ń–Ń ĐČОпаЎĐșĐŸĐČох ĐŽĐ°ĐœĐžŃ… ĐŽĐ»Ń Ń–ĐŒŃ–Ń‚Đ°Ń†Ń–Ń— ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč def generate_synthetic_data(samples=1000, features=10): np.random.seed(42) return np.random.rand(samples, features), np.random.rand(samples, 1) # ĐŸŃ–ĐŽĐłĐŸŃ‚ĐŸĐČĐșĐ° ĐŽĐ°ĐœĐžŃ… data, labels = generate_synthetic_data() train_data, test_data = data[:800], data[800:] train_labels, test_labels = labels[:800], labels[800:] # ĐŸĐŸĐ±ŃƒĐŽĐŸĐČĐ° ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ń– ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ model = Sequential([ LSTM(64, input_shape=(train_data.shape[1], 1), return_sequences=True), LSTM(32), Dense(16, activation='relu'), Dense(1, activation='sigmoid') ]) # ĐšĐŸĐŒĐżŃ–Đ»ŃŃ†Ń–Ń ĐŒĐŸĐŽĐ”Đ»Ń– model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # НаĐČŃ‡Đ°ĐœĐœŃ ĐŒĐŸĐŽĐ”Đ»Ń– train_data_reshaped = train_data.reshape((train_data.shape[0], train_data.shape[1], 1)) test_data_reshaped = test_data.reshape((test_data.shape[0], test_data.shape[1], 1)) model.fit(train_data_reshaped, train_labels, epochs=10, batch_size=32, validation_data=(test_data_reshaped, test_labels)) # ĐžŃ†Ń–ĐœĐșĐ° ĐŒĐŸĐŽĐ”Đ»Ń– loss,
See original
10 eras Prediction: The model estimates the state of the system (stable/unstable) based on a new set of data. This is just the basics; in real conditions, the model will need refinement
10 eras

Prediction: The model estimates the state of the system (stable/unstable) based on a new set of data.

This is just the basics; in real conditions, the model will need refinement
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$XRP đŸ”»đŸŒđŸ”șОсь проĐșлаЎ ĐżŃ€ĐŸĐłŃ€Đ°ĐŒĐž ĐœĐ° #Python, яĐșĐ° Ń€Đ”Đ°Đ»Ń–Đ·ŃƒŃ” Đ±Đ°Đ·ĐŸĐČĐžĐč Đ°Đ»ĐłĐŸŃ€ĐžŃ‚ĐŒŃ–Ń‡ĐœĐžĐč Đ°ĐœĐ°Đ»Ń–Đ· ĐŽĐ»Ń ĐŒĐŸĐŽĐ”Đ»ŃŽĐČĐ°ĐœĐœŃ ŃĐžŃŃ‚Đ”ĐŒĐž упраĐČĐ»Ń–ĐœĐœŃ Ń…Đ°ĐŸŃĐŸĐŒ у сфДрі ĐœĐ°Ń„Ń‚Đž та газу. Đ’ĐŸĐœĐ° ĐČĐžĐșĐŸŃ€ĐžŃŃ‚ĐŸĐČує ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ńƒ ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Ń— та ĐŸŃ†Ń–ĐœĐșĐž Ń‚Đ”Ń…ĐœŃ–Ń‡ĐœĐŸĐłĐŸ ŃŃ‚Đ°ĐœŃƒ ŃĐžŃŃ‚Đ”ĐŒĐž.

python

ĐšĐŸĐżŃ–ŃŽĐČато ĐșĐŸĐŽ

import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Đ“Đ”ĐœĐ”Ń€Đ°Ń†Ń–Ń ĐČОпаЎĐșĐŸĐČох ĐŽĐ°ĐœĐžŃ… ĐŽĐ»Ń Ń–ĐŒŃ–Ń‚Đ°Ń†Ń–Ń— ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč def generate_synthetic_data(samples=1000, features=10): np.random.seed(42) return np.random.rand(samples, features), np.random.rand(samples, 1) # ĐŸŃ–ĐŽĐłĐŸŃ‚ĐŸĐČĐșĐ° ĐŽĐ°ĐœĐžŃ… data, labels = generate_synthetic_data() train_data, test_data = data[:800], data[800:] train_labels, test_labels = labels[:800], labels[800:] # ĐŸĐŸĐ±ŃƒĐŽĐŸĐČĐ° ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ń– ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ model = Sequential([ LSTM(64, input_shape=(train_data.shape[1], 1), return_sequences=True), LSTM(32), Dense(16, activation='relu'), Dense(1, activation='sigmoid') ]) # ĐšĐŸĐŒĐżŃ–Đ»ŃŃ†Ń–Ń ĐŒĐŸĐŽĐ”Đ»Ń– model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # НаĐČŃ‡Đ°ĐœĐœŃ ĐŒĐŸĐŽĐ”Đ»Ń– train_data_reshaped = train_data.reshape((train_data.shape[0], train_data.shape[1], 1)) test_data_reshaped = test_data.reshape((test_data.shape[0], test_data.shape[1], 1)) model.fit(train_data_reshaped, train_labels, epochs=10, batch_size=32, validation_data=(test_data_reshaped, test_labels)) # ĐžŃ†Ń–ĐœĐșĐ° ĐŒĐŸĐŽĐ”Đ»Ń– loss,
See original
Neural Network: A recurrent neural network with LSTM is used to model interactions over time. Training: The data is divided into training and test data, and the model is trained during
Neural Network: A recurrent neural network with LSTM is used to model interactions over time.

Training: The data is divided into training and test data, and the model is trained during
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$XRP đŸ”»đŸŒđŸ”șОсь проĐșлаЎ ĐżŃ€ĐŸĐłŃ€Đ°ĐŒĐž ĐœĐ° #Python, яĐșĐ° Ń€Đ”Đ°Đ»Ń–Đ·ŃƒŃ” Đ±Đ°Đ·ĐŸĐČĐžĐč Đ°Đ»ĐłĐŸŃ€ĐžŃ‚ĐŒŃ–Ń‡ĐœĐžĐč Đ°ĐœĐ°Đ»Ń–Đ· ĐŽĐ»Ń ĐŒĐŸĐŽĐ”Đ»ŃŽĐČĐ°ĐœĐœŃ ŃĐžŃŃ‚Đ”ĐŒĐž упраĐČĐ»Ń–ĐœĐœŃ Ń…Đ°ĐŸŃĐŸĐŒ у сфДрі ĐœĐ°Ń„Ń‚Đž та газу. Đ’ĐŸĐœĐ° ĐČĐžĐșĐŸŃ€ĐžŃŃ‚ĐŸĐČує ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ńƒ ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Ń— та ĐŸŃ†Ń–ĐœĐșĐž Ń‚Đ”Ń…ĐœŃ–Ń‡ĐœĐŸĐłĐŸ ŃŃ‚Đ°ĐœŃƒ ŃĐžŃŃ‚Đ”ĐŒĐž.

python

ĐšĐŸĐżŃ–ŃŽĐČато ĐșĐŸĐŽ

import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Đ“Đ”ĐœĐ”Ń€Đ°Ń†Ń–Ń ĐČОпаЎĐșĐŸĐČох ĐŽĐ°ĐœĐžŃ… ĐŽĐ»Ń Ń–ĐŒŃ–Ń‚Đ°Ń†Ń–Ń— ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč def generate_synthetic_data(samples=1000, features=10): np.random.seed(42) return np.random.rand(samples, features), np.random.rand(samples, 1) # ĐŸŃ–ĐŽĐłĐŸŃ‚ĐŸĐČĐșĐ° ĐŽĐ°ĐœĐžŃ… data, labels = generate_synthetic_data() train_data, test_data = data[:800], data[800:] train_labels, test_labels = labels[:800], labels[800:] # ĐŸĐŸĐ±ŃƒĐŽĐŸĐČĐ° ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ń– ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ model = Sequential([ LSTM(64, input_shape=(train_data.shape[1], 1), return_sequences=True), LSTM(32), Dense(16, activation='relu'), Dense(1, activation='sigmoid') ]) # ĐšĐŸĐŒĐżŃ–Đ»ŃŃ†Ń–Ń ĐŒĐŸĐŽĐ”Đ»Ń– model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # НаĐČŃ‡Đ°ĐœĐœŃ ĐŒĐŸĐŽĐ”Đ»Ń– train_data_reshaped = train_data.reshape((train_data.shape[0], train_data.shape[1], 1)) test_data_reshaped = test_data.reshape((test_data.shape[0], test_data.shape[1], 1)) model.fit(train_data_reshaped, train_labels, epochs=10, batch_size=32, validation_data=(test_data_reshaped, test_labels)) # ĐžŃ†Ń–ĐœĐșĐ° ĐŒĐŸĐŽĐ”Đ»Ń– loss,
See original
{'Stable' if predicted_state[0][0] > 0.5 else 'Unstable'}") Description: Data generation: The program generates synthetic data to simulate interactions in the oil and gas system.
{'Stable' if predicted_state[0][0] > 0.5 else 'Unstable'}")

Description:

Data generation: The program generates synthetic data to simulate interactions in the oil and gas system.
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$XRP đŸ”»đŸŒđŸ”șОсь проĐșлаЎ ĐżŃ€ĐŸĐłŃ€Đ°ĐŒĐž ĐœĐ° #Python, яĐșĐ° Ń€Đ”Đ°Đ»Ń–Đ·ŃƒŃ” Đ±Đ°Đ·ĐŸĐČĐžĐč Đ°Đ»ĐłĐŸŃ€ĐžŃ‚ĐŒŃ–Ń‡ĐœĐžĐč Đ°ĐœĐ°Đ»Ń–Đ· ĐŽĐ»Ń ĐŒĐŸĐŽĐ”Đ»ŃŽĐČĐ°ĐœĐœŃ ŃĐžŃŃ‚Đ”ĐŒĐž упраĐČĐ»Ń–ĐœĐœŃ Ń…Đ°ĐŸŃĐŸĐŒ у сфДрі ĐœĐ°Ń„Ń‚Đž та газу. Đ’ĐŸĐœĐ° ĐČĐžĐșĐŸŃ€ĐžŃŃ‚ĐŸĐČує ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ńƒ ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Ń— та ĐŸŃ†Ń–ĐœĐșĐž Ń‚Đ”Ń…ĐœŃ–Ń‡ĐœĐŸĐłĐŸ ŃŃ‚Đ°ĐœŃƒ ŃĐžŃŃ‚Đ”ĐŒĐž.

python

ĐšĐŸĐżŃ–ŃŽĐČато ĐșĐŸĐŽ

import numpy as np import tensorflow as tf from tensorflow.keras.models import Sequential from tensorflow.keras.layers import Dense, LSTM # Đ“Đ”ĐœĐ”Ń€Đ°Ń†Ń–Ń ĐČОпаЎĐșĐŸĐČох ĐŽĐ°ĐœĐžŃ… ĐŽĐ»Ń Ń–ĐŒŃ–Ń‚Đ°Ń†Ń–Ń— ĐČĐ·Đ°Ń”ĐŒĐŸĐŽŃ–Đč def generate_synthetic_data(samples=1000, features=10): np.random.seed(42) return np.random.rand(samples, features), np.random.rand(samples, 1) # ĐŸŃ–ĐŽĐłĐŸŃ‚ĐŸĐČĐșĐ° ĐŽĐ°ĐœĐžŃ… data, labels = generate_synthetic_data() train_data, test_data = data[:800], data[800:] train_labels, test_labels = labels[:800], labels[800:] # ĐŸĐŸĐ±ŃƒĐŽĐŸĐČĐ° ĐœĐ”ĐčŃ€ĐŸĐŒĐ”Ń€Đ”Đ¶Ń– ĐŽĐ»Ń Đ°ĐœĐ°Đ»Ń–Đ·Ńƒ model = Sequential([ LSTM(64, input_shape=(train_data.shape[1], 1), return_sequences=True), LSTM(32), Dense(16, activation='relu'), Dense(1, activation='sigmoid') ]) # ĐšĐŸĐŒĐżŃ–Đ»ŃŃ†Ń–Ń ĐŒĐŸĐŽĐ”Đ»Ń– model.compile(optimizer='adam', loss='binary_crossentropy', metrics=['accuracy']) # НаĐČŃ‡Đ°ĐœĐœŃ ĐŒĐŸĐŽĐ”Đ»Ń– train_data_reshaped = train_data.reshape((train_data.shape[0], train_data.shape[1], 1)) test_data_reshaped = test_data.reshape((test_data.shape[0], test_data.shape[1], 1)) model.fit(train_data_reshaped, train_labels, epochs=10, batch_size=32, validation_data=(test_data_reshaped, test_labels)) # ĐžŃ†Ń–ĐœĐșĐ° ĐŒĐŸĐŽĐ”Đ»Ń– loss,
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