{
  "metadata": {
    "analysis_date": "2026-03-15",
    "total_tweets": 168,
    "originals": 154,
    "retweets": 14,
    "date_range": {
      "start": "2025-01-20",
      "end": "2026-03-02"
    }
  },
  "timing_analysis": {
    "hour_distribution_et": {
      "00:00": 1,
      "01:00": 0,
      "02:00": 1,
      "03:00": 0,
      "04:00": 1,
      "05:00": 0,
      "06:00": 0,
      "07:00": 7,
      "08:00": 9,
      "09:00": 12,
      "10:00": 8,
      "11:00": 15,
      "12:00": 18,
      "13:00": 11,
      "14:00": 8,
      "15:00": 9,
      "16:00": 3,
      "17:00": 11,
      "18:00": 10,
      "19:00": 4,
      "20:00": 8,
      "21:00": 22,
      "22:00": 8,
      "23:00": 2
    },
    "peak_hours_et": [
      21,
      12,
      11,
      9,
      13
    ],
    "market_session": {
      "pre_market_4am_930am": {
        "count": 17,
        "pct": 10.1
      },
      "market_hours_930am_4pm": {
        "count": 81,
        "pct": 48.2
      },
      "after_market_4pm_8pm": {
        "count": 28,
        "pct": 16.7
      },
      "off_hours_8pm_4am": {
        "count": 42,
        "pct": 25.0
      }
    },
    "weekday_distribution": {
      "週一": 38,
      "週二": 20,
      "週三": 30,
      "週四": 17,
      "週五": 31,
      "週六": 24,
      "週日": 8
    }
  },
  "market_impact": {
    "tweet_days": {
      "count": 69,
      "avg_return_pct": 0.1087,
      "avg_next_day_return_pct": -0.0867,
      "volatility_pct": 0.9321,
      "positive_day_ratio_pct": 63.8
    },
    "no_tweet_days": {
      "count": 219,
      "avg_return_pct": 0.0124,
      "avg_next_day_return_pct": 0.0716,
      "volatility_pct": 1.0132,
      "positive_day_ratio_pct": 49.8
    },
    "difference": {
      "same_day_return_diff": 0.0963,
      "next_day_return_diff": -0.1584,
      "volatility_diff": -0.0811
    },
    "biggest_move_days": [
      {
        "date": "2025-04-04",
        "return_pct": -4.12,
        "tweet_count": 1,
        "sample_text": "These Houthis gathered for instructions on an attack. Oops, "
      },
      {
        "date": "2025-04-07",
        "return_pct": 2.189,
        "tweet_count": 2,
        "sample_text": "Oil prices are down, interest rates are down (the slow movin"
      },
      {
        "date": "2025-02-27",
        "return_pct": -2.011,
        "tweet_count": 1,
        "sample_text": "https://t.co/tJ22x6ldl3"
      },
      {
        "date": "2025-04-03",
        "return_pct": -1.752,
        "tweet_count": 1,
        "sample_text": "https://t.co/ZoSf5TdLqo"
      },
      {
        "date": "2025-03-28",
        "return_pct": -1.73,
        "tweet_count": 1,
        "sample_text": "https://t.co/i1rW9HroWn"
      },
      {
        "date": "2025-02-28",
        "return_pct": 1.669,
        "tweet_count": 2,
        "sample_text": "RT @Scavino47: Behind the scenes at the @WhiteHouse as Presi"
      },
      {
        "date": "2025-04-02",
        "return_pct": 1.616,
        "tweet_count": 3,
        "sample_text": "https://t.co/RPXb6Y9E6y"
      },
      {
        "date": "2025-03-31",
        "return_pct": 1.518,
        "tweet_count": 7,
        "sample_text": "Jimmy Patronis, Chief Financial Officer and Fire Marshall fo"
      },
      {
        "date": "2025-04-16",
        "return_pct": -1.125,
        "tweet_count": 1,
        "sample_text": "https://t.co/Y6OFeGKS4l"
      },
      {
        "date": "2025-05-21",
        "return_pct": -1.109,
        "tweet_count": 1,
        "sample_text": "https://t.co/ZuagVWL4KS"
      }
    ]
  },
  "content_analysis": {
    "type_distribution": {
      "url_only": {
        "count": 91,
        "pct": 54.2
      },
      "text_content": {
        "count": 63,
        "pct": 37.5
      },
      "retweets": {
        "count": 14,
        "pct": 8.3
      }
    },
    "topic_distribution": {
      "other": {
        "count": 28,
        "pct": 18.2,
        "sample": ""
      },
      "biden/democrats": {
        "count": 8,
        "pct": 5.2,
        "sample": "Thank you President Bukele, of El Salvador, for taking the criminals that were so stupidly allowed, "
      },
      "economy/business": {
        "count": 7,
        "pct": 4.5,
        "sample": "Photo of beautiful water flow that I just opened in California. Today, 1.6 billion gallons and, in 3"
      },
      "immigration/border": {
        "count": 7,
        "pct": 4.5,
        "sample": "It is so good to have the Venezuela Hostages back home and, very important to note, that Venezuela h"
      },
      "endorsement/politics": {
        "count": 7,
        "pct": 4.5,
        "sample": "Number one, it's a great product, as good as it gets—and number two, because @ElonMusk has devoted h"
      },
      "maga/rally": {
        "count": 6,
        "pct": 3.9,
        "sample": "MAKE AMERICA GREAT AGAIN! https://t.co/K6FkyX1AZp"
      },
      "melania": {
        "count": 4,
        "pct": 2.6,
        "sample": "Happy 20th Anniversary to Melania! https://t.co/VIcXSQb4QO"
      },
      "tariff/trade": {
        "count": 4,
        "pct": 2.6,
        "sample": "It is so good to have the Venezuela Hostages back home and, very important to note, that Venezuela h"
      },
      "military/houthi/iran": {
        "count": 3,
        "pct": 1.9,
        "sample": "This morning I ordered precision Military air strikes on the Senior ISIS Attack Planner and other te"
      },
      "media/npr/npr": {
        "count": 3,
        "pct": 1.9,
        "sample": "In two months, there has been more Private Investment spoken for, and/or committed to, than in four "
      },
      "elon/tesla/doge": {
        "count": 2,
        "pct": 1.3,
        "sample": "Number one, it's a great product, as good as it gets—and number two, because @ElonMusk has devoted h"
      },
      "oil/energy": {
        "count": 2,
        "pct": 1.3,
        "sample": "Number one, it's a great product, as good as it gets—and number two, because @ElonMusk has devoted h"
      },
      "fed/interest_rates": {
        "count": 2,
        "pct": 1.3,
        "sample": "Oil prices are down, interest rates are down (the slow moving Fed should cut rates!), food prices ar"
      },
      "deal/diplomacy": {
        "count": 2,
        "pct": 1.3,
        "sample": "Sleepy Joe Biden, THE WORST PRESIDENT IN THE HISTORY OF THE UNITED STATES, has allowed millions and "
      },
      "el_salvador/bukele": {
        "count": 1,
        "pct": 0.6,
        "sample": "Thank you President Bukele, of El Salvador, for taking the criminals that were so stupidly allowed, "
      },
      "inflation": {
        "count": 1,
        "pct": 0.6,
        "sample": "Oil prices are down, interest rates are down (the slow moving Fed should cut rates!), food prices ar"
      },
      "big_beautiful_bill": {
        "count": 1,
        "pct": 0.6,
        "sample": "Republicans MUST UNITE behind, “THE ONE, BIG BEAUTIFUL BILL!” Not only does it cut Taxes for ALL Ame"
      }
    },
    "engagement_by_type": {
      "url_only": {
        "avg_impressions": 59654060,
        "avg_likes": 348426,
        "avg_retweets": 46201
      },
      "text_content": {
        "avg_impressions": 65953854,
        "avg_likes": 397042,
        "avg_retweets": 51720
      }
    },
    "top_10_by_impressions": [
      {
        "date": "2025-06-21",
        "text": "https://t.co/wu9mMkxtUg",
        "impressions": 264100236,
        "likes": 1249394,
        "retweets": 136517
      },
      {
        "date": "2025-02-15",
        "text": "He who saves his Country does not violate any Law.",
        "impressions": 244966893,
        "likes": 716287,
        "retweets": 101361
      },
      {
        "date": "2025-06-22",
        "text": "https://t.co/2uweRciDEo",
        "impressions": 183585083,
        "likes": 1208232,
        "retweets": 111209
      },
      {
        "date": "2026-02-28",
        "text": "https://t.co/BZuJDudLej",
        "impressions": 173157961,
        "likes": 1003358,
        "retweets": 157029
      },
      {
        "date": "2025-02-01",
        "text": "This morning I ordered precision Military air strikes on the Senior ISIS Attack Planner and other terrorists he recruited and led in Somalia. These killers, who we found hiding in caves, threatened th",
        "impressions": 167039349,
        "likes": 743465,
        "retweets": 95388
      },
      {
        "date": "2025-09-11",
        "text": "TO MY GREAT FELLOW AMERICANS… https://t.co/oRsrE5TTHr",
        "impressions": 157808360,
        "likes": 1301757,
        "retweets": 189330
      },
      {
        "date": "2025-04-04",
        "text": "These Houthis gathered for instructions on an attack. Oops, there will be no attack by these Houthis! \n\nThey will never sink our ships again! https://t.co/lEzfyDgWP5",
        "impressions": 143839920,
        "likes": 457449,
        "retweets": 57746
      },
      {
        "date": "2025-05-10",
        "text": "https://t.co/lRPhZpugBV",
        "impressions": 136070298,
        "likes": 989584,
        "retweets": 118183
      },
      {
        "date": "2025-06-17",
        "text": "https://t.co/4sy7jjESGk",
        "impressions": 135173164,
        "likes": 593896,
        "retweets": 61413
      },
      {
        "date": "2025-02-19",
        "text": "https://t.co/PMcrOwXejI",
        "impressions": 114047865,
        "likes": 610194,
        "retweets": 101256
      }
    ]
  },
  "volume_trend": {
    "monthly": {
      "2025-01": 13,
      "2025-02": 34,
      "2025-03": 19,
      "2025-04": 14,
      "2025-05": 30,
      "2025-06": 11,
      "2025-07": 5,
      "2025-08": 0,
      "2025-09": 10,
      "2025-10": 12,
      "2025-11": 6,
      "2025-12": 4,
      "2026-01": 5,
      "2026-02": 4,
      "2026-03": 1
    },
    "silence_gaps_top10": [
      {
        "from_date": "2025-10-15",
        "to_date": "2025-11-25",
        "gap_days": 41.9,
        "resumed_with": "I am asking all America First Patriots in Tennesse"
      },
      {
        "from_date": "2025-07-30",
        "to_date": "2025-09-04",
        "gap_days": 36.4,
        "resumed_with": "https://t.co/IVIHaB3DYr"
      },
      {
        "from_date": "2025-12-25",
        "to_date": "2026-01-23",
        "gap_days": 29.7,
        "resumed_with": "COUNTDOWN: 7 Days until the World will witness an "
      },
      {
        "from_date": "2026-02-03",
        "to_date": "2026-02-28",
        "gap_days": 25.2,
        "resumed_with": "https://t.co/BZuJDudLej"
      },
      {
        "from_date": "2025-12-02",
        "to_date": "2025-12-23",
        "gap_days": 21.2,
        "resumed_with": "THE TRUMP KENNEDY CENTER HONORS will be broadcast "
      },
      {
        "from_date": "2025-09-17",
        "to_date": "2025-09-30",
        "gap_days": 12.9,
        "resumed_with": "https://t.co/JzQYLShOCt"
      },
      {
        "from_date": "2025-07-05",
        "to_date": "2025-07-17",
        "gap_days": 12.4,
        "resumed_with": "https://t.co/iDGcFKBR9r"
      },
      {
        "from_date": "2025-06-02",
        "to_date": "2025-06-14",
        "gap_days": 11.9,
        "resumed_with": "https://t.co/8C5WxKK3nc"
      },
      {
        "from_date": "2025-06-25",
        "to_date": "2025-07-04",
        "gap_days": 9.2,
        "resumed_with": "https://t.co/PTPGtD7bjV"
      },
      {
        "from_date": "2025-10-03",
        "to_date": "2025-10-12",
        "gap_days": 9.0,
        "resumed_with": "I am pleased to announce that the great Dan Scavin"
      }
    ],
    "key_findings": {
      "peak_month": "2025-02",
      "peak_month_count": 34,
      "zero_months": [
        "2025-08"
      ],
      "last_tweet_date": "2026-03-02",
      "total_active_days": 95
    }
  },
  "x_only_analysis": {
    "retweets_are_x_only": true,
    "retweet_count": 14,
    "retweet_targets": {
      "Scavino47": 2,
      "realDonaldTrump": 1,
      "NicoleShanahan": 1,
      "america": 1,
      "mrddmia": 1,
      "OcrazioCornPop": 1,
      "johnrich": 1,
      "nypost": 1,
      "kaitrump": 1,
      "MELANIATRUMP": 1,
      "FoxNews": 1,
      "THR": 1,
      "DanScavino": 1
    },
    "retweet_details": [
      {
        "date": "2025-01-21",
        "text": "RT @realDonaldTrump: My NEW Official Trump Meme is HERE! It’s time to celebrate everything we stand for: WINNING! Join my very special Trum…",
        "impressions": 83
      },
      {
        "date": "2025-01-31",
        "text": "RT @NicoleShanahan: Proud of you, Bobby, for taking the lead—and of every American who has every reason to give up but refuses to stop figh…",
        "impressions": 85
      },
      {
        "date": "2025-02-28",
        "text": "RT @Scavino47: Behind the scenes at the @WhiteHouse as President @realDonaldTrump welcomes UK Prime Minister @Keir_Starmer to the West Wing…",
        "impressions": 262
      },
      {
        "date": "2025-03-07",
        "text": "RT @america: America is Back. Thank you, @realDonaldTrump! https://t.co/ABazdwMFt8",
        "impressions": 309
      },
      {
        "date": "2025-03-12",
        "text": "RT @Scavino47: President Trump, @Elon, and X leave the Oval Office and head over to the South Portico of the @WhiteHouse where Elon helped…",
        "impressions": 232
      },
      {
        "date": "2025-03-21",
        "text": "RT @mrddmia: 🚨 Newly Filed Motion To Disqualify Radical Obama Judge Beryl Howell From Trump Case\n\nRead More: https://t.co/CyEILbUhyq https:…",
        "impressions": 355
      },
      {
        "date": "2025-03-30",
        "text": "RT @OcrazioCornPop: 🚨 SIGNAL SCANDAL:  Katherine Maher, the leftist NPR CEO, is currently the Chair of the Board of Signal!\n\nWHAT ARE THE O…",
        "impressions": 500
      },
      {
        "date": "2025-04-23",
        "text": "RT @johnrich: A conversation about online child predators with Homeland Security and John Rich: PLS Repost! https://t.co/zChy4K5HQU",
        "impressions": 734
      },
      {
        "date": "2025-05-08",
        "text": "RT @nypost: Democratic Rep. Jasmine Crockett accused of ‘abusing her power’ at airport after she cut passengers in wheelchairs https://t.co…",
        "impressions": 1060
      },
      {
        "date": "2025-10-15",
        "text": "RT @kaitrump: I had an amazing time filming with my Grandpa to kick off my new series called 1 on 1 with Kai. In the video, everyone gets t…",
        "impressions": 640
      },
      {
        "date": "2026-01-31",
        "text": "RT @MELANIATRUMP: MELANIA, the film.\n#1 Highest Opening In 10 Yrs (Doc)\nLoved By All - “A” CinemaScore https://t.co/HTVM0Cu2Jv",
        "impressions": 679
      },
      {
        "date": "2026-02-02",
        "text": "RT @FoxNews: RECORD BREAKER: “Melania,” a documentary following the first lady in the 20 days before President Trump’s second inauguration,…",
        "impressions": 510
      },
      {
        "date": "2026-02-02",
        "text": "RT @THR: Box Office: ‘Melania’ Heads for $8 Million Opening, the Best Showing in a Decade for a Doc https://t.co/2FKjEMRoxW",
        "impressions": 791
      },
      {
        "date": "2026-02-03",
        "text": "RT @DanScavino: On behalf of Erin and me, thank you to everyone for the love and support we've received. We both had an unforgettable weddi…",
        "impressions": 877
      }
    ],
    "second_term_x_only_originals": [
      {
        "id": "1892242622623699357",
        "date": "2025-02-19",
        "text": "https://t.co/PMcrOwXejI",
        "likes": 610199
      },
      {
        "id": "1894126415932526802",
        "date": "2025-02-24",
        "text": "https://t.co/9pZeARuStB",
        "likes": 296953
      },
      {
        "id": "1895566669281636846",
        "date": "2025-02-28",
        "text": "https://t.co/Ja8HQTFpf7",
        "likes": 752511
      },
      {
        "id": "1905689237749727368",
        "date": "2025-03-28",
        "text": "https://t.co/i1rW9HroWn",
        "likes": 293383
      },
      {
        "id": "1907782254572470670",
        "date": "2025-04-03",
        "text": "https://t.co/ZoSf5TdLqo",
        "likes": 174210
      },
      {
        "id": "1920519130941170088",
        "date": "2025-05-08",
        "text": "https://t.co/0sUAawNN8S",
        "likes": 95039
      },
      {
        "id": "1921174163848401313",
        "date": "2025-05-10",
        "text": "https://t.co/lRPhZpugBV",
        "likes": 989597
      },
      {
        "id": "1921699954696855934",
        "date": "2025-05-11",
        "text": "https://t.co/ifaRjPPHvv",
        "likes": 347661
      },
      {
        "id": "1921911904429088892",
        "date": "2025-05-12",
        "text": "https://t.co/9uLRtPVKpp",
        "likes": 443985
      },
      {
        "id": "1923793069138178293",
        "date": "2025-05-17",
        "text": "🇶🇦🇺🇸 https://t.co/v1NwTQPWLO",
        "likes": 320652
      },
      {
        "id": "1924523182909747657",
        "date": "2025-05-19",
        "text": "https://t.co/q5CPyHZkLD",
        "likes": 461055
      },
      {
        "id": "1925201677914603580",
        "date": "2025-05-21",
        "text": "https://t.co/ZuagVWL4KS",
        "likes": 546627
      },
      {
        "id": "1928797140408533377",
        "date": "2025-05-31",
        "text": "https://t.co/ttc8fsXNVF",
        "likes": 451449
      },
      {
        "id": "1934008938334228752",
        "date": "2025-06-14",
        "text": "https://t.co/8C5WxKK3nc",
        "likes": 310835
      },
      {
        "id": "1936573183634645387",
        "date": "2025-06-21",
        "text": "https://t.co/wu9mMkxtUg",
        "likes": 1249401
      },
      {
        "id": "1937917613989859810",
        "date": "2025-06-25",
        "text": "https://t.co/dQgHNdzAXb",
        "likes": 476192
      },
      {
        "id": "1941244891578904902",
        "date": "2025-07-04",
        "text": "https://t.co/PTPGtD7bjV",
        "likes": 140186
      },
      {
        "id": "1941341699374186746",
        "date": "2025-07-05",
        "text": "HAPPY 4TH OF JULY!\n🎇🎆🇺🇸🦅https://t.co/54aoHX14mj",
        "likes": 486902
      },
      {
        "id": "1968134929080082432",
        "date": "2025-09-17",
        "text": "https://t.co/gZgTprtUvt",
        "likes": 317106
      },
      {
        "id": "1972822596397003159",
        "date": "2025-09-30",
        "text": "https://t.co/JzQYLShOCt",
        "likes": 458913
      },
      {
        "id": "1973218518893207825",
        "date": "2025-10-01",
        "text": "https://t.co/2yyuRkm9r8",
        "likes": 272535
      },
      {
        "id": "2027651077865157033",
        "date": "2026-02-28",
        "text": "https://t.co/BZuJDudLej",
        "likes": 1003338
      },
      {
        "id": "2028505632123326484",
        "date": "2026-03-02",
        "text": "https://t.co/uAxTGrJisv",
        "likes": 584236
      }
    ],
    "common_traits": {
      "mostly_url_video": true,
      "high_engagement": true,
      "x_native_format": "影片/圖片直接上傳 X，無法一鍵搬到 Truth Social",
      "crypto_promotion": "$TRUMP meme coin 推廣需要 X 的加密貨幣社群"
    },
    "note": "轉推（RT）在 Truth Social 不存在，因此所有 14 篇 RT 都是 X 獨有。原創推文中也有多篇（主要是影片/URL）只在 X 發布。"
  },
  "overall_engagement": {
    "total_impressions": 9583619377,
    "total_likes": 56720363,
    "total_retweets": 7679780,
    "total_replies": 5211199,
    "total_quotes": 786070,
    "total_bookmarks": 2103662,
    "avg_impressions_per_tweet": 57045353,
    "avg_likes_per_tweet": 337621
  }
}