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The dataset generation failed because of a cast error
Error code:   DatasetGenerationCastError
Exception:    DatasetGenerationCastError
Message:      An error occurred while generating the dataset

All the data files must have the same columns, but at some point there are 4 new columns ({'resume', 'lastFetch', 'completed', 'last_fetch'}) and 3 missing columns ({'reply_to', 'text', 'owner'}).

This happened while the csv dataset builder was generating data using

hf://datasets/notmooodoo9/TrumpsTruthSocialPosts/truthsocial.users[Trump-FROM-10-8-25].csv (at revision 1e96e04e87aab59acea991f90c7fe36abb20d237)

Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 714, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              _id: int64
              completed: bool
              resume: double
              last_fetch: string
              lastFetch: string
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 830
              to
              {'_id': Value('int64'), 'owner': Value('int64'), 'reply_to': Value('int64'), 'text': Value('string')}
              because column names don't match
              
              During handling of the above exception, another exception occurred:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1450, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 993, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1833, in _prepare_split_single
                  raise DatasetGenerationCastError.from_cast_error(
              datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
              
              All the data files must have the same columns, but at some point there are 4 new columns ({'resume', 'lastFetch', 'completed', 'last_fetch'}) and 3 missing columns ({'reply_to', 'text', 'owner'}).
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/notmooodoo9/TrumpsTruthSocialPosts/truthsocial.users[Trump-FROM-10-8-25].csv (at revision 1e96e04e87aab59acea991f90c7fe36abb20d237)
              
              Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)

Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.

_id
int64
owner
int64
reply_to
int64
text
string
115,341,998,179,455,520
114,699,707,042,102,320
115,341,996,348,302,640
Shiii
115,341,998,211,007,360
114,592,908,631,567,700
115,341,996,348,302,640
Pedophile.
115,341,999,112,068,830
108,325,792,006,020,260
115,341,996,348,302,640
We love you President Trump!
115,342,085,969,759,070
115,049,540,347,925,490
115,341,999,112,068,830
Who’s we?
115,342,027,771,167,970
113,858,609,622,904,900
115,341,999,308,048,450
Who’s starting wars in the Caribbean.
115,342,259,234,279,000
107,834,805,908,592,220
115,342,043,514,376,640
“NO JUDICIAL REVIEW” Illegal aliens have no constitutional rights The Constitution authorizes Congress to create laws, in this case Congress and Clinton created immigration law, Illegal aliens and “asylum seekers” don’t get to live in “sanctuary cities” or get free healthcare or any due process, they get deported. That...
115,342,216,808,458,320
109,084,273,273,156,220
115,341,999,308,048,450
How can he be the peace President when he’s allowing his thugs in Chicago, raid and totally destroy an apt bldg with no signed warrant from a judge? What he allowed his thugs to do was a violation of the 4th amendment of the Constitution. But that hasn’t stopped him before, so I guess it isn’t going to stop him now. Th...
115,342,260,571,245,980
107,834,805,908,592,220
115,342,216,808,458,320
“NO JUDICIAL REVIEW” Illegal aliens have no constitutional rights The Constitution authorizes Congress to create laws, in this case Congress and Clinton created immigration law, Illegal aliens and “asylum seekers” don’t get to live in “sanctuary cities” or get free healthcare or any due process, they get deported. That...
115,342,411,689,613,980
109,084,273,273,156,220
115,342,260,571,245,980
Well, you’re correct, but I wasn’t talking about the undocumented migrants they arrested. I’m talking about the LEGAL US citizens whose apartments they illegally broke down the doors of without a signed warrant by a judge, ransacked and tore apart the apartments, zip tied the occupants, who were sleeping, some not even...
115,342,420,206,455,740
107,834,805,908,592,220
115,342,411,689,613,980
Post a source for your accusation.
115,342,912,929,927,860
109,084,273,273,156,220
115,342,420,206,455,740
Cornell Law School: Amendment IVThe right of the people to be secure in their persons, houses, papers, and effects, against unreasonable searches and seizures, shall not be violated, and no warrants shall issue, but upon probable cause, supported by oath or affirmation, and particularly describing the place to be searc...
115,342,092,600,317,840
108,646,205,711,988,140
115,341,999,794,222,020
Nice meme Rick🔥
115,342,014,871,063,550
114,682,545,483,296,130
115,341,999,858,366,130
Amen 🙏
115,342,027,881,840,270
107,837,173,069,355,740
115,341,999,858,366,130
🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸
115,342,037,805,529,520
113,295,047,811,802,740
115,341,999,858,366,130
Like what?
115,342,242,335,354,180
107,834,805,908,592,220
115,342,037,805,529,520
Lowest inflation in four tariff income in THIRTY years. “The latest Treasury Monthly Statement revealed that in April, the US Treasury generated a $258.4 billion surplus…. this the second biggest surplus on record…” “Treasury posts unexpected surplus in June as tariff receipts surge.” “The United States has generated $...
115,342,043,040,098,480
107,840,000,444,717,120
115,341,999,858,366,130
Soooooo true !!!
115,342,091,844,495,500
111,049,891,139,952,740
115,341,999,858,366,130
Not everything. We still have bondi
115,342,170,925,034,690
107,935,524,866,112,130
115,341,999,858,366,130
🥰
115,342,195,442,996,220
110,455,799,687,751,730
115,341,999,858,366,130
🙏🙏🙏🙏💕💕💕💕🇺🇸🇺🇸🇺🇸🇺🇸
115,342,260,367,532,540
113,678,741,073,356,880
115,341,999,858,366,130
Caught in a polling lie? The first picture is a Rasmussen Reports poll posted by on 10/7/25 The second picture is reportedly also a Rasmussen Reports poll posted by the president on 10/7/25 Can you spot the difference? 🤔 #Truth
115,341,999,940,168,880
107,849,094,518,720,780
115,341,996,348,302,640
#AmericaFirst
115,342,228,078,579,300
109,084,273,273,156,220
115,341,999,940,168,880
How can we be first when the whole world is laughing at him behind his back.
115,341,999,978,552,160
115,223,013,515,237,520
115,341,996,348,302,640
MARCO | BONDI 2028
115,342,041,201,334,990
107,842,754,800,904,690
115,342,000,059,866,740
MAKE AMERICA GREAT AGAIN-Designate the democrat party as domestic terrorists! Democrats-THE DOMESTIC ENEMY! Slavery Civil WarKKKLincoln Assassination Federal ReserveIRS/income tax JFK Assassination Martin Luther King Assassination VietnamGerald Ford Attempted Assassination 9-11Iran-Al Qaida BenghaziOffshoring Manufactu...
115,342,106,741,474,260
113,647,229,971,943,420
115,342,000,059,866,740
Show me this big war going on in portland
115,342,166,323,397,680
114,627,756,074,250,450
115,342,000,059,866,740
You mean you stand with this?
115,342,000,465,751,380
113,621,219,022,264,780
115,341,996,348,302,640
Thank you for your effort mR president 💪🤘🏻👍🙏🙏
115,342,000,660,933,260
115,044,789,787,492,460
115,341,996,348,302,640
You who have been nicknamed “President of Hearts” and “President of Peace,”I swear by everything you worship: do whatever you want, but do not make a deal with the filthy Islamic Republic regime! Never! Don’t let, like Carter, Obama, and Biden, the curses and damnation of all the people of Iran and millions across the ...
115,342,038,318,274,180
112,220,261,778,879,170
115,342,035,044,418,620
Absolutely
115,342,131,525,042,260
115,049,973,250,812,590
115,342,035,044,418,620
And yet Biden is free! Justice never comes
115,342,001,002,271,140
107,843,198,072,168,720
115,341,996,348,302,640
Blessed are the peacemakers .
115,342,268,343,233,090
108,510,457,520,332,290
115,342,001,484,829,020
That doesn't work while he constantly caves in front of our adversaries
115,342,001,709,665,700
112,482,330,361,429,740
115,341,996,348,302,640
Do you like coinage as much as I do? Call the number 613-771-9991 and request extension 225 and state the winning answer “Browne versus Dunn” to win a silver dollar gift. FREE. DO IT NOW!
115,342,002,465,117,090
109,791,835,611,454,380
115,341,996,348,302,640
The Jews are finally dumping gold now
115,342,002,466,377,570
107,838,802,669,681,660
115,341,996,348,302,640
❤️
115,342,002,512,943,570
112,170,323,658,694,880
115,341,996,348,302,640
Hi President Trump 🇺🇸❤️
115,342,002,560,674,560
108,307,623,366,459,120
115,341,996,348,302,640
Thank you Sir!
115,342,002,625,030,530
113,699,197,379,080,750
115,341,996,348,302,640
🇺🇸 🫡
115,342,043,709,565,140
108,517,555,333,425,440
115,342,002,752,034,510
Ever seen the picture of his ex girl. She had a huge black eye. Guess where she got it?
115,342,003,056,742,980
107,872,176,276,112,380
115,341,996,348,302,640
No one else could’ve done it, thank you, President Trump and the envoy! 
115,342,003,294,338,480
107,837,273,746,952,400
115,341,996,348,302,640
Well done sir!
115,342,003,583,536,590
107,872,819,862,803,280
115,341,996,348,302,640
Now yall know why antifa wears a mask ! Mugshot compilation !
115,342,227,904,752,800
108,345,760,442,690,380
115,342,003,583,536,590
My goodness. Looks like we've entered the Twilight Zone 🤯🤡👹💩
115,342,232,777,154,600
107,872,819,862,803,280
115,342,227,904,752,800
Shytbags !!! All of them ! 👊🏻
115,342,004,036,256,270
108,351,744,908,858,720
115,341,996,348,302,640
#PresidentTrump #Peace #Truth #MAGA #GodWins #WorldPeace
115,342,004,109,907,120
108,049,062,278,313,870
115,341,996,348,302,640
I cannot even believe what I am seeing In our NYC with these terrorist sympathizers. Let’s get them out of our country today!!!!
115,342,031,363,773,490
113,858,609,622,904,900
115,342,004,398,763,840
Not given to felons or pedophiles, sorry. Maybe he can get a different award?
115,342,230,625,160,260
107,834,805,908,592,220
115,342,042,684,577,540
Joe Biden weaponized the U.S. Presidency to victimize humanity for his own personal benefit. Biden is responsible for EVERY death in Ukraine. Biden broke the agreements that ended the Cold War and instigated a nuclear apocalypse WWIII scenario, pardoned everyone involved and then dumped the whole thing in Trump’s lap a...
115,342,048,827,942,780
112,833,685,554,586,600
115,342,004,398,763,840
Grow a brain
115,342,094,653,470,560
109,521,500,041,004,420
115,342,048,827,942,780
Awe precious, the TDS has you bad.
115,342,190,951,740,380
109,753,996,113,479,970
115,342,048,827,942,780
4 followers… you carry a big stick fucktard…
115,342,223,390,183,400
107,834,805,908,592,220
115,342,048,827,942,780
^ Posting that nonsense only proves you’re news. 🤷‍♂️ “A list circulating on social media claims to reveal a set of settlements made by former President Donald Trump for sex crimes against children as young as 10 years old.”
115,342,076,218,375,780
110,827,977,674,122,700
115,342,004,398,763,840
🤢
115,342,229,183,460,740
107,834,805,908,592,220
115,342,076,218,375,780
Joe Biden weaponized the U.S. Presidency to victimize humanity for his own personal benefit. Biden is responsible for EVERY death in Ukraine. Biden broke the agreements that ended the Cold War and instigated a nuclear apocalypse WWIII scenario, pardoned everyone involved and then dumped the whole thing in Trump’s lap a...
115,342,160,339,990,000
114,627,756,074,250,450
115,342,004,398,763,840
Here ya go
115,342,160,786,808,420
114,914,711,013,636,400
115,342,004,398,763,840
Yes 🙏
115,342,247,475,064,540
113,678,741,073,356,880
115,342,004,398,763,840
Caught in a polling lie? The first picture is a Rasmussen Reports poll posted by on 10/7/25 The second picture is reportedly also a Rasmussen Reports poll posted by the president on 10/7/25 Can you spot the difference? 🤔 #Truth
115,342,254,600,035,890
112,535,496,024,912,530
115,342,004,398,763,840
Let's not, and shout it from the hilltops. DUMP TRUMP!
115,342,290,640,828,670
108,173,074,620,574,450
115,342,004,398,763,840
Oh please. Trump has no chance
115,342,951,901,921,360
107,868,189,907,094,320
115,342,004,398,763,840
Eight times! He stopped 8 wars and only has one more! God Bless our wonderful President! Get some rest sir!
115,342,017,405,726,190
107,835,949,495,195,220
115,342,004,439,307,980
Wow! Very moving🙏🏼😢
115,342,119,994,830,860
108,320,350,018,486,980
115,342,004,439,307,980
you know I thought the same thing
115,342,757,028,937,040
108,802,060,465,753,920
115,342,004,439,307,980
Nice!
115,342,004,676,951,550
114,918,188,380,649,280
115,341,996,348,302,640
I’m sick of hearing about Israel. Nobody cares anymore.
115,342,004,917,594,510
108,410,516,159,011,800
115,341,996,348,302,640
May Jesus expose the darkness at every level across America and restore our nation. 🙏✝️🇺🇸
115,342,005,471,903,790
111,666,138,452,057,890
115,341,996,348,302,640
That’s great!
115,342,046,475,866,830
115,283,762,729,986,580
115,342,006,178,029,600
Poor President Trump, look at what he has been through to save America. I am so sorry, President Trump, for everything you have endured. Thank you so very much for saving our country from destruction.🇺🇸🪽
115,342,208,590,974,900
115,342,072,034,199,540
115,342,046,475,866,830
Send a follow request or message me “SPACE X” I’ve got a wild idea to share. 🚀
115,342,006,197,427,180
114,113,432,533,897,860
115,341,996,348,302,640
RELEASE THE EPSTEIN FILES OR ADMIT YOU’RE A RAPIST AND A PEDOPHILE!!!!
115,342,384,742,117,360
114,113,432,533,897,860
115,342,039,641,654,290
You’re replying to evidence of a the President of the United States having a direct connection to a convicted child rapist with… a meme? Is pedophilia funny to you, CJ?
115,342,006,372,493,660
108,319,250,691,471,760
115,341,996,348,302,640
Nicely done! Get Iran on those Abraham accords and you will have reversed so many years of conflict in an entire region. This is huge.
115,342,006,383,111,650
112,198,787,831,240,420
115,341,996,348,302,640
@realDonaldTrump Thank You Sir. For everything you do for the United States 🇺🇸. Get some rest, you deserve it. ✊🏽✊🏽✊🏽
115,342,006,581,944,830
113,783,694,248,132,140
115,341,996,348,302,640
God Wins.
115,342,006,696,138,720
108,320,991,743,351,840
115,341,996,348,302,640
Good Job
115,342,006,706,079,740
107,837,538,475,995,550
115,341,996,348,302,640
THE PEOPLES PRESIDENT TRUMP !!!! MAGA 🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸NUMBER 1 IN THE WORLD!!!! 🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🇺🇸🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏🙏😠🙏🙏✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️✝️
115,342,006,784,504,640
109,028,682,867,614,290
115,341,996,348,302,640
AMERICA - I will defend her till my last breath!Our history - only 1% has served!Don't just thank a VET, ask what you can do for them!
115,342,007,260,079,330
114,247,453,751,109,180
115,341,996,348,302,640
The Nobel Peace prize will be just one of your achievements. The free world & all Americans are lucky to have you as President.🇺🇸MAGA🇺🇸
115,342,071,972,811,040
115,049,540,347,925,490
115,342,007,260,079,330
Come back to reality pal
115,342,104,703,279,200
109,521,500,041,004,420
115,342,071,972,811,040
Jealousy is a monster you call friend
115,342,281,231,726,800
109,084,273,273,156,220
115,342,007,260,079,330
Norway takes into consideration a candidate’s character and morals when making the decision on whom to award the peace prize to. I don’t quite think that trump makes the cut for oh so many reasons! The man is a walking contradiction of all those who have been awarded the prize in the past by Norway!!!
115,342,007,570,006,050
112,482,330,361,429,740
115,341,996,348,302,640
Do you like coinage as much as I do? Call the number 613-771-9991 and request extension 225 and state the winning answer “Browne versus Dunn” to win a silver dollar gift. FREE. DO IT NOW!
115,342,007,801,815,650
114,490,889,799,303,440
115,341,996,348,302,640
God bless your soul, Donald.
115,342,007,977,573,120
114,066,190,351,283,900
115,341,996,348,302,640
Congrats!
115,342,008,011,625,820
114,838,416,585,868,020
115,341,996,348,302,640
PEDOPHILES ARE CRIMINALS 👮🏻‍♂️ Sir, Thank you for your attention to this matter. Sir 🫡 The USofA Sir, Do it for Charlie Sir.🫡 😇 🙏🏻 With the shutdown there is now plenty of time to release ALL OF the Jeffrey Epstein information 🕵🏻‍♂️ Expose all of the pedophile’s names in the file & court cases👨🏻‍⚖️ SIR, NO M...
115,342,008,414,650,560
107,945,309,679,186,740
115,341,996,348,302,640
God bless you sir. Nice job.
115,342,008,693,198,960
111,981,463,168,597,120
115,341,996,348,302,640
🧐A MU§LiM, A COMMI€, & An ASPIRING MURD€R€R WALK INTO A BAR...🤗
115,342,009,657,637,100
108,613,633,370,255,420
115,341,996,348,302,640
Donald John Trump fucks kids And his supporters are okay with it
115,342,009,837,092,540
107,839,889,228,312,910
115,341,996,348,302,640
Thank you 🙏🏽
115,342,011,266,903,800
107,834,227,536,094,800
115,341,996,348,302,640
Although I give my trust to you and BIBI, but I don’t have any trust whatsoever to those barbaric, semi-hum@ns, blood sucking filthystanians terrorists. NONE.
115,342,011,299,761,380
107,913,539,468,274,690
115,341,996,348,302,640
Thanks! President You are the peace ☮️ makers ❤️❤️❤️❤️❤️
115,342,012,239,097,390
115,115,253,931,099,380
115,341,996,348,302,640
Pedophile could care less about free speech, as long as Epstein list remains hidden.
115,342,012,251,701,400
111,805,950,446,615,070
115,341,996,348,302,640
Keep doing a great job and stay safe Mr. President!!❤️
115,342,012,574,223,570
109,033,388,868,680,030
115,341,996,348,302,640
would you help us get protection from absent, aggressive manipulator Father of the court system, using connections & power to viciously harm their children in retaliation for being exposed as corrupted government officials. Would someone continue @Charliekirk mission @realDonaldTrump morals and values @SecRubio sense o...
115,342,012,729,198,990
114,682,545,483,296,130
115,341,996,348,302,640
You are the best President in my lifetime 🫡
115,342,040,291,168,210
113,858,609,622,904,900
115,342,012,729,198,990
I guess you were born in 2025.
115,342,224,160,121,630
109,084,273,273,156,220
115,342,012,729,198,990
He’s not winning anything except a trip to prison once his term is up! Or at the least, a trip to some mental institution.
115,342,247,561,035,980
107,834,805,908,592,220
115,342,224,160,121,630
The intelligence agencies, FBI and DOJ ran a counter intelligence coup against a sitting U.S. President. All orchestrated and directed by Obama, Biden and Hillary Clinton. “Section 242 of Title 18 makes it a crime for a person acting under color of any law to willfully deprive a person of a right or privilege protected...
115,342,250,015,449,310
107,834,805,908,592,220
115,342,012,729,198,990
Lowest inflation in four tariff income in THIRTY years. “The latest Treasury Monthly Statement revealed that in April, the US Treasury generated a $258.4 billion surplus…. this the second biggest surplus on record…” “Treasury posts unexpected surplus in June as tariff receipts surge.” “The United States has generated $...
115,342,420,498,602,430
114,682,545,483,296,130
115,342,250,015,449,310
Sadly democrats think socialism is the answer. I have no clue where they get this idea. It has never worked in the past anywhere for any length of time. I heard on TV, on the news, a Mexican man swore that they believe socialism works as he was speaking to the news host holding the microphone. Then you have people who ...
End of preview.

Truth Social Dataset (Limited Version)

License: CC BY 4.0


Overview

This dataset contains posts and comments scraped from Truth Social, focusing on Donald Trump’s posts (“Truths” and “Retruths”).
Due to the initial collection method, all media and URLs were excluded. Future versions will include complete post data, including images and links. Contains 31.8Million Comments, and over 18000 Posts all By Trump. As well as logged over 1.5Million unique users who commented on his posts.


Data Schema

Posts

{
  "_id": "string",          // The post's ID
  "owner": "string",        // The user who owns the post
  "text": "string"          // The text content of the post (URLs and media removed)
}

Comments

{
  "_id": "string",          // The comment's ID
  "owner": "string",        // The user who created the comment
  "reply_to": "string",     // The ID of the message being replied to
  "text": "string"          // The text content (URLs and media removed)
}

Users

{
  "_id": "string",          // The user's ID
  "completed": "boolean",   // Whether all posts were scraped accurately up to October 8
  "lastFetch": "string",    // The last news post fetched for that author (posts only)
  "resume": "string"        // The last post ID fetched by the scraper for that user
}

Notes

  • Media and URLs: All URLs and media content were stripped from this dataset.
  • Coverage: Includes all of Donald Trump’s Truths and Retruths, except those that contained only media.
    • Comments for those posts were still collected.
  • Data Collection Flaw: Media-only posts were ignored, which limited completeness.
  • Scraper: The current scraper is still running and will continue to collect new data. Future releases will fix previous collection flaws.

Usage

This dataset is freely available for research, analysis, and general use under the Creative Commons Attribution 4.0 License (CC BY 4.0).
You are free to use, modify, and share this dataset, provided appropriate credit is given.


Future Work

  • Re-scrape data to include media and URLs.
  • Expand the dataset beyond Donald Trump’s account.
  • Improve metadata completeness and scraping accuracy.
  • Release updated versions with better coverage and structure.

Disclaimer

This dataset was collected for research and analysis purposes only.
It is not affiliated with or endorsed by Truth Social, Donald J. Trump, or any related entities.

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