Datasets:

leonardoblas
/

us_election_2024_telegram_distilled

Error code:   DatasetGenerationError
Exception:    ArrowInvalid
Message:      Failed to parse string: 'channel_1577810626' as a scalar of type double
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1887, in _prepare_split_single
                  writer.write_table(table)
                File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 675, 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 2224, in cast_table_to_schema
                  cast_array_to_feature(
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1795, in wrapper
                  return pa.chunked_array([func(chunk, *args, **kwargs) for chunk in array.chunks])
                                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2086, in cast_array_to_feature
                  return array_cast(
                         ^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1797, in wrapper
                  return func(array, *args, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 1949, in array_cast
                  return array.cast(pa_type)
                         ^^^^^^^^^^^^^^^^^^^
                File "pyarrow/array.pxi", line 1135, in pyarrow.lib.Array.cast
                File "/usr/local/lib/python3.12/site-packages/pyarrow/compute.py", line 412, in cast
                  return call_function("cast", [arr], options, memory_pool)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "pyarrow/_compute.pyx", line 604, in pyarrow._compute.call_function
                File "pyarrow/_compute.pyx", line 399, in pyarrow._compute.Function.call
                File "pyarrow/error.pxi", line 155, in pyarrow.lib.pyarrow_internal_check_status
                File "pyarrow/error.pxi", line 92, in pyarrow.lib.check_status
              pyarrow.lib.ArrowInvalid: Failed to parse string: 'channel_1577810626' as a scalar of type double
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1342, 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 907, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, 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 1919, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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message_id int64	content string	language string	from_id null	post_author string	edit_hide int64	views float64	forwards float64	replies float64	date string	edit_date string	ttl null	restriction_reasons null	forward int64	reply_source null	chain_from_id string	chain_from_name null	chain_post_author string	chain_date string	invoice null	media_price null	contact null	location null	web_preview int64	photo int64	video int64	other_media int64	media_ttl null	emails null	phones null	hashtags string	cashtags null	cards null	urls null	domains null	identifiers null	political float64	cleaner_urls null	toxicity float64	severe_toxicity float64	identity_attack float64	insult float64	profanity float64	threat float64
2	null	null	null	Sara M	1	18	0	0	2024-02-12T22:50:12+00:00	2024-03-07T11:26:49+00:00	null	null	0	null	null	null	null	null	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
4	null	null	null	Sara M	1	25	1	null	2024-02-12T22:57:10+00:00	2024-02-13T01:08:50+00:00	null	null	0	null	null	null	null	null	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
5	null	null	null	Sara M	0	20	0	null	2024-02-12T23:24:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-12T22:43:41+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
6	Classic textbook cabal move Distract while they do their dirty work behind the scenes Do you get it yet? Cabal / Biden / Deep State fall incoming #classic #textbook #sopredictable #duh #eyeroll	en	null	Sara M	0	21	0	null	2024-02-12T23:25:30+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-12T22:44:45+00:00	null	null	null	null	0	0	0	0	null	null	null	["sopredictable", "duh", "textbook", "eyeroll", "classic"]	null	null	null	null	null	1	null	0.21	0	0.01	0.13	0.05	0.01
11	null	null	null	Sara M	0	16	0	null	2024-02-13T01:10:26+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-12T07:19:55+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
12	If I’m doing a movie, I’d pick you General!	en	null	Sara M	0	14	0	null	2024-02-13T01:10:26+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-12T07:21:58+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.06	0	0.01	0.02	0.02	0.01
13	These are so HUGE to remember!	en	null	Sara M	0	15	0	null	2024-02-13T01:10:26+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-12T07:26:38+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.02	0.01
14	https://www.tiktok.com/t/ZT8TYg36N Wow! That was an AMAZING Decode of the Super Bowl ! Never saw that coming!	en	null	Sara M	1	15	0	null	2024-02-13T07:57:23+00:00	2024-02-13T08:29:04+00:00	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.06	0	0.01	0.02	0.04	0.01
15	https://www.tiktok.com/t/ZT8T2rjYY	?	null	Sara M	0	16	0	null	2024-02-13T08:34:44+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
16	https://www.tiktok.com/t/ZT8TY3cCQ	?	null	Sara M	0	17	0	null	2024-02-13T08:38:50+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
17	The “HeGetsUs” Super Bowl commercial is nothing but a sick woke fantasy, using Christianity as a shield to subliminally shit on Conservatives. Let’s break down the imagery by slide: 1: Black man getting feet washed by police officer 2: They/them lib getting feet washed by traditional-looking pretty blonde white girl 3: Native American getting feet washed by country white man 4: Girl getting her feet washed outside the abortion clinic by older white woman protesting abortion 5: Drug/alcohol-addicted woman getting feet washed by young white girl 6: Asian woman with “clean air now” poster getting feet washed by older white man surrounded by oil rigs 7: Illegal immigrant mother getting off the bus from over the border and getting feet washed by traditional looking white woman 8: Islamic family getting feet washed by white Christian family 9: Pro-censorship protester getting feet washed by anti-censorship protestor 10: Older white and black men washing feet together 11: Flaming gay black man getting his feet washed by a Priest Each slide contains a Left-wing talking point, and the imagery is used to make them look superior and us to be their humble slaves. It’s humiliation porn for Libs. All of this imagery is a not-so-subtle attack on Conservative Americans. The commercial has nothing to do with Jesus, and is essentially an excuse to tell Conservatives that they are lesser than, and must kneel at the feet of the Liberals and their ideology. And people wonder why Conservatives are sick of the woke bullshit.	en	null	Sara M	0	14	0	null	2024-02-13T09:31:35+00:00	null	null	null	1	null	channel_1703373052	null	BioClandestine	2024-02-12T22:06:51+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.51	0.17	0.51	0.47	0.47	0.13
18	null	null	null	Sara M	0	13	0	null	2024-02-13T09:31:36+00:00	null	null	null	1	null	channel_1703373052	null	BioClandestine	2024-02-12T22:07:03+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
19	Zester: I got news updates from pops today.(MarkZ) ….From a bank in Florida…..” For what its worth, I did make contact with my Regions bank manager today and she said that she is aware of the fact that bond holders are starting to “disappear” and go quiet. I have spoken extensively to her about this process and she said that I need to relax and stop focusing on it. It will happen –and I expect it to happen within the month of February. . “	en	null	Sara M	0	13	0	null	2024-02-13T09:36:02+00:00	null	null	null	1	null	null	null	null	2024-02-13T01:13:54+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.04	0	0.01	0.02	0.02	0.01
20	null	null	null	Sara M	1	18	0	null	2024-02-13T09:40:56+00:00	2024-02-13T21:32:03+00:00	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T02:29:18+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
21	BLACK SWAN HAPPENING IN GREECE?!?!	so	null	Sara M	0	16	1	null	2024-02-13T09:43:10+00:00	null	null	null	1	null	null	null	null	2024-02-13T03:16:37+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
22	Loop 2	nl	null	Sara M	1	18	0	null	2024-02-13T09:51:07+00:00	2024-02-13T14:57:01+00:00	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T03:31:43+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
23	Ezekiel 10:10 As for their appearance, all four looked alike—as it were, a wheel in the middle of a wheel. Wheels within wheels. Loops within loops. Circles within circles.	en	null	Sara M	0	17	1	null	2024-02-13T09:51:46+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-11T06:31:23+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.03	0	0.01	0.01	0.01	0.01
24	Trump was passing out money!	en	null	Sara M	0	17	0	null	2024-02-13T10:10:16+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T07:21:17+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.05	0	0	0.03	0.01	0.01
25	RIGGED!!! He was WAY short of a first down!!! Talk about IN YOUR FACE!!!	en	null	Sara M	0	16	0	null	2024-02-13T10:12:07+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-12T19:32:07+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.37	0.01	0	0.35	0.07	0.03
26	yeah we could probably talk about the points the 9r's got on their trick play where they had an illegal man downfield. That didnt get called back and it should have. It appears that there was "fraud" on both sides. But no one wants to talk about the scenarios that dont favor the team they want to win. Either way, for whatever reason, the NFL wanted their script to roll this way.	en	null	Sara M	0	15	0	null	2024-02-13T10:12:07+00:00	null	null	null	1	null	null	null	null	2024-02-12T23:09:50+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.05	0	0.01	0.03	0.01	0.01
27	https://www.tiktok.com/t/ZT8T2QtJb/	?	null	Sara M	0	14	0	null	2024-02-13T10:15:06+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
28	Chile got DEWed Locals were painting the roofs blue days prior. Word must have got out.	en	null	Sara M	1	15	0	null	2024-02-13T10:20:01+00:00	2024-02-13T19:53:55+00:00	null	null	1	null	channel_1199395285	null	Dave Oneegs	2024-02-12T21:03:39+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	1	null	0.04	0	0.01	0.02	0.01	0.01
29	null	null	null	Sara M	0	19	1	null	2024-02-13T10:33:40+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
30	https://www.tiktok.com/t/ZT8T2mPwQ Bring on the ALIENS!	en	null	Sara M	0	14	0	null	2024-02-13T10:36:21+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.25	0.01	0.1	0.07	0.09	0.14
31	https://www.tiktok.com/t/ZT8T2nJtQ	?	null	Sara M	0	15	0	null	2024-02-13T11:54:12+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
32	https://www.tiktok.com/t/ZT8TjVNsH	?	null	Sara M	0	16	0	null	2024-02-13T12:28:36+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
33	https://www.tiktok.com/t/ZT8TjcbrG I Hope so!	it	null	Sara M	0	14	0	null	2024-02-13T12:39:02+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
34	https://www.tiktok.com/t/ZT8TA9gsj	?	null	Sara M	1	14	0	null	2024-02-13T20:22:52+00:00	2024-02-13T22:00:45+00:00	null	null	0	null	null	null	null	null	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
35	null	null	null	Sara M	0	15	0	null	2024-02-13T21:46:45+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
36	null	null	null	Sara M	0	14	0	null	2024-02-13T21:57:09+00:00	null	null	null	1	null	user_1479517999	null	null	2024-02-13T19:33:36+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
37	We have prepared things more than you could possibly understand. To free the World, the network of blackmail that controls it had to be dismantled. This was not easy to accomplish. The pieces are set, the players have all walked into the trap. The final days of Babylon are here. -E	en	null	Sara M	0	11	0	null	2024-02-13T22:28:43+00:00	null	null	null	1	null	channel_1285995193	null	null	2024-02-13T20:00:06+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.11	0	0.01	0.03	0.03	0.01
38	Gene Ho ~ Talking about Tesla & Dr. John Trump! 2/13/24 Let’s go! Free energy… A new energy is coming & it’s coming soon.	en	null	Sara M	0	11	0	null	2024-02-14T00:20:54+00:00	null	null	null	1	null	channel_1255997890	null	SusanW1007🇺🇸	2024-02-13T19:46:09+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.01	0	0	0.01	0.01	0.01
39	WW3 INFO – France: Construction workers have blocked most strategic important oil depots in Lorient and Brest for 20, respectively six days. Fuel shortages are starting to affect Brittany's resorts, with 20% of Finistère resorts already closed, according to @infantmilitario As recently stated, these actions are related to a situation in which resistance forces will take control over important locations in various countries across Europe. Meanwhile, keep updated Subscribe to @WW3INFO	en	null	Sara M	0	13	0	null	2024-02-14T00:22:24+00:00	null	null	null	1	null	channel_1220318149	null	null	2024-02-13T18:19:02+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.08	0.01	0.03	0.02	0.03	0.04
40	Airports in France [Nantes] and Belgium [Antwerp] are blocked by Resistance forces! Oil depots blocked for days in France Border between Poland, Ukraine and Germany, blocked + new department Logistic centers of supermarkets blocked in Germany, France and Spain. Something unusual is happening The MSM is silent about it for reasons! Meanwhile, keep updated Subscribe to @WW3INFO	en	null	Sara M	0	13	0	null	2024-02-14T00:22:31+00:00	null	null	null	1	null	channel_1220318149	null	null	2024-02-13T19:53:57+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.11	0.01	0.05	0.02	0.04	0.03
41	We have prepared things more than you could possibly understand. To free the World, the network of blackmail that controls it had to be dismantled. This was not easy to accomplish. The pieces are set, the players have all walked into the trap. The final days of Babylon are here. -E	en	null	Sara M	1	4	0	null	2024-02-14T00:22:52+00:00	2024-02-14T02:21:50+00:00	null	null	1	null	channel_1285995193	null	null	2024-02-13T20:00:06+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.11	0	0.01	0.03	0.03	0.01
42	Since I don’t believe B1d3n is real, I don’t believe in this foreign aid bill either. I believe they’re traps, created by God and carried out by the good guys. “Never interfere with an enemy in the process of destroying himself.” How can we achieve true freedom if we don’t show the American people what these Politicians are truly like? ~T edit: what have we told you over and over? What did Q say? "When this is over, the #demoFRAUD "party" (emphasis mine) will never hold power again..."... https://twitter.com/doqholliday/status/1757421425848455503?t=wmzrYGq-M7SmpCxZmFPWZA&s=19	en	null	Sara M	0	12	0	null	2024-02-14T00:23:54+00:00	null	null	null	1	null	channel_1255997890	null	Tironianae	2024-02-13T20:08:25+00:00	null	null	null	null	1	0	0	0	null	null	null	["demofraud"]	null	null	null	null	null	1	null	0.25	0.01	0.04	0.17	0.06	0.01
43	Train station The Hague...	en	null	Sara M	0	11	0	null	2024-02-14T00:26:09+00:00	null	null	null	1	null	channel_1318445791	null	Cyntha Koeter	2024-02-12T12:39:30+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
44	Paramount to cut 800 jobs - a day after boasting about record viewing figures for the Super Bowl (charging $7million for every 30 second advert) Daily Mail Online https://www.dailymail.co.uk/yourmoney/consumer/article-13078757/paramount-cut-jobs-record-super-bowl-viewing.html https://t.me/realUniversalNEWS	en	null	Sara M	0	13	0	null	2024-02-14T00:26:49+00:00	null	null	null	1	null	channel_1527889304	null	Kathy...	2024-02-13T20:14:15+00:00	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.04	0	0.01	0.01	0.02	0.01
45	While the world is watching political things unfold... Stocks are sliding Tuesday after consumer inflation data came in hotter than expected. The Dow was down 700 points. The 10-year Treasury yield rose to 4.285%. The consumer price index climbed 3.1% year over year in January, according to data released Tuesday by the Bureau of Labor Statistics. That is down from the 3.4% pace set in December, which was a slight reacceleration from the previous month. https://www.barrons.com/livecoverage/stock-market-today-021324	en	null	Sara M	0	11	0	null	2024-02-14T00:27:25+00:00	null	null	null	1	null	channel_1255997890	null	SusanW1007🇺🇸	2024-02-13T20:19:36+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
46	3:30 pm eastern 33… Bring it! https://x.com/mattwallace888/status/1757502489719365906?s=46	en	null	Sara M	0	12	0	null	2024-02-14T00:28:27+00:00	null	null	null	1	null	channel_1255997890	null	SusanW1007🇺🇸	2024-02-13T20:40:56+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.03	0	0	0.01	0.02	0.01
47	Bloodbath! Follow the Pen! Catherine Herridge — an award-winning senior correspondent got her pink slip! Several CBS News reporters were caught up in layoffs at Paramount Global that claimed 800 jobs, including one who is embroiled in a high-stakes First Amendment fight — and another who has reportedly weathered HR probes over his workplace behavior, The Post has learned. Catherine Herridge — an award-winning senior correspondent whose First Amendment case is being closely watched by journalists nationwide — was among the hundreds of employees at CBS parent Paramount who got pink slips on Tuesday, sources told The Post. https://nypost.com/2024/02/13/media/bloodbath-at-cbs-news-includes-reporter-fighting-first-amendment-case/	en	null	Sara M	0	11	0	null	2024-02-14T00:28:49+00:00	null	null	null	1	null	channel_1255997890	null	SusanW1007🇺🇸	2024-02-13T20:49:11+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.15	0	0.01	0.07	0.04	0.01
48	4:30 pm eastern The bird is FREE! Just like that a delta for 2/13 753 Feb 13, 2018 2:56:38 AM EST Q !UW.yye1fxo Think image drop. Think OP. Think United. When does a BIRD sing? Everything has meaning. [I] Q https://x.com/archillect/status/1757336488520384800?s=46	en	null	Sara M	0	11	0	null	2024-02-14T00:29:42+00:00	null	null	null	1	null	channel_1255997890	null	SusanW1007🇺🇸	2024-02-13T21:03:01+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.06	0.01	0.01	0.02	0.05	0.01
49	https://x.com/echodatruth/status/1757456741598413121?s=46&t=twxQmFSTy8PtIW7uZ3NZHA	?	null	Sara M	0	12	0	null	2024-02-14T00:31:08+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
50	I have an excitement this morning that is hard to contain!	en	null	Sara M	0	11	0	null	2024-02-14T00:32:47+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T16:31:11+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.06	0	0	0.01	0.03	0.01
51	null	null	null	Sara M	0	12	0	null	2024-02-14T00:32:47+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T16:31:32+00:00	null	null	null	null	0	0	0	1	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
52	null	null	null	Sara M	0	11	0	null	2024-02-14T00:41:05+00:00	null	null	null	1	null	null	null	null	2024-02-13T15:28:00+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
53	null	null	null	Sara M	0	13	0	null	2024-02-14T00:41:33+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
54	Just thinking out loud here. With Mark z saying we're so close. @aftertruth85 has always thought and said that he believes that the RV might bring in the crash of the market. Well what if RV is about to happen then once people are funded it leads to the crash. Remember phil back in September 2022 he made the post saying on Monday the 26th. Well this month has a Monday on the 26th	en	null	Sara M	0	13	0	null	2024-02-14T00:41:33+00:00	null	null	null	1	null	null	null	null	2024-02-13T17:02:07+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
55	https://t.me/Intel2021/27341	?	null	Sara M	0	14	0	null	2024-02-14T00:42:28+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T17:18:05+00:00	null	null	null	null	1	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
56	COMMunication is key. Have you been listening?	en	null	Sara M	0	14	0	null	2024-02-14T00:43:36+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T17:25:05+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
57	Good Morning Phil! https://t.me/phil_godlewskii/17405	en	null	Sara M	0	14	0	null	2024-02-14T00:43:50+00:00	null	null	null	1	null	null	null	null	2024-02-13T17:31:36+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.01	0	0	0.01	0.01	0.01
58	WATCH OUT for organized “religions!!!” There is only ONE church: The body of Christ of which He is the head and those who believe in Him are the members. Try to prove me wrong if you so desire, but I wish you good luck as I believe the Holy Bible says that I am right and the naysayers are wrong. Lin	en	null	Sara M	0	10	0	null	2024-02-14T00:44:22+00:00	null	null	null	1	null	channel_1461449783	null	null	2024-02-13T07:11:25+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.18	0	0.17	0.06	0.02	0.01
59	Start a Storm	en	null	Sara M	0	10	0	null	2024-02-14T00:45:45+00:00	null	null	null	0	null	null	null	null	null	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.3	0.02	0.06	0.04	0.09	0.35
60	null	null	null	Sara M	0	9	0	null	2024-02-14T00:45:45+00:00	null	null	null	1	null	null	null	null	2024-02-13T17:42:36+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
61	“Activity” instead of “Actively.” Top to bottom. Read GM results like a sentence.	en	null	Sara M	1	11	0	null	2024-02-14T00:47:00+00:00	2024-02-16T10:11:57+00:00	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T18:14:16+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.01	0	0	0.01	0.01	0.01
62	null	null	null	Sara M	0	11	0	null	2024-02-14T00:47:01+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T18:14:16+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
63	null	null	null	Sara M	0	10	0	null	2024-02-14T00:47:01+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T18:14:16+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
64	null	null	null	Sara M	0	10	0	null	2024-02-14T00:47:01+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T18:14:16+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
65	COMMunication is key. Have you been listening?	en	null	Sara M	0	1	0	null	2024-02-14T00:47:12+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T17:25:05+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
66	A few February Mr Pool deltas.	en	null	Sara M	0	9	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T19:12:50+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
67	null	null	null	Sara M	0	11	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T19:12:50+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
68	null	null	null	Sara M	0	12	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T19:12:50+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
69	null	null	null	Sara M	0	12	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T19:15:44+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
70	The more Biden talked, the more the DOW dropped . It's past the 666 we were waiting for	en	null	Sara M	0	12	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	null	null	null	2024-02-13T19:30:04+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.04	0	0	0.02	0.01	0.01
71	you can fairly criticize Alex Jones for being a shabbos who cucks to the Jews... but Owen Shroyer on the War Room straight up names the Jew on air.	en	null	Sara M	0	10	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	null	null	null	2024-02-13T06:37:40+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	1	null	0.48	0.05	0.51	0.45	0.38	0.04
72	Say it Owen!!!!	tl	null	Sara M	0	11	0	null	2024-02-14T00:48:42+00:00	null	null	null	1	null	channel_1386417883	null	Jeremy	2024-02-13T19:32:35+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
73	null	null	null	Sara M	0	12	0	null	2024-02-14T00:49:28+00:00	null	null	null	1	null	null	null	null	2024-02-13T19:36:35+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
74	Meanwhile	en	null	Sara M	0	9	0	null	2024-02-14T00:52:29+00:00	null	null	null	1	null	channel_1391253363	null	Karli Bonne	2024-02-13T19:34:09+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.02	0.01
75	I tend to agree	en	null	Sara M	1	12	0	null	2024-02-14T00:54:43+00:00	2024-02-14T02:30:40+00:00	null	null	1	null	null	null	null	2024-02-13T23:20:51+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.01	0	0	0.01	0.02	0.01
76	Humility is the beginning of wisdom! Full interview. https://x.com/tuckercarlson/status/1757117841151557943?s=46&t=1nsEZqANwefB93O1N8OzbA This is AWESOME! Tucker NAILS IT!!!	en	null	Sara M	1	13	0	null	2024-02-14T01:00:30+00:00	2024-02-14T02:31:42+00:00	null	null	1	null	channel_1386417883	null	Jeremy (Patriots Rising)	2024-02-14T00:44:16+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.05	0	0.01	0.02	0.02	0.01
77	null	null	null	Sara M	0	13	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T15:48:52+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
78	null	null	null	Sara M	0	11	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T15:48:56+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
79	This gives me Titanic vibes but flipped Instead of all the good guys being on the ship / helicopter all the bad guys are This happened right before the Super Bowl Remember Phil was at the world trade in NY	en	null	Sara M	0	15	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T15:53:11+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.1	0	0.01	0.03	0.02	0.01
80	null	null	null	Sara M	0	13	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T16:03:18+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
81	null	null	null	Sara M	0	11	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T16:03:22+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
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83	null	null	null	Sara M	0	10	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T21:52:27+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
84	Phil said “Little Nicky” much like Trump said “Tricky Nikki” Phil has been talking about “Will Byrd” much like Trump talking about “Birdbrain“ Nick and certain people have Phil derangement syndrome much like people have Trump derangement syndrome. Both Phil and Trump are successful businessmen. Both Phil and Trump are wrapped up in court cases. Both Phil and Trump have June birthdays. a lot of parallels going on here	en	null	Sara M	0	11	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-13T22:01:13+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.18	0	0.02	0.12	0.02	0.01
85	null	null	null	Sara M	0	12	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-14T00:49:13+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
86	I’m tellin ya… that thingy hanging from the tree is a comm The hills have eyes Yellow DEFCON 3 Yellowstone Wild West EBS WE THE PEOPLE	en	null	Sara M	0	11	0	null	2024-02-14T01:03:41+00:00	null	null	null	1	null	channel_1519438641	null	null	2024-02-14T00:51:19+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	0	null	0.16	0.01	0.01	0.03	0.06	0.04
87	These Are Not Laws: The Bylines Mandatory Required Ordered Requested Ordinance Decree Recommended Compulsory The Nuremberg Codes cleary state that every human being has the autonomous right to consent based on informed decisions as to what can or can not be done to their body with any medical surgery, inoculations, or oral treatment. Therfore they are liable for damages. Companies that mandated this vaccine broke the Nuremberg Codes. They all will be held liable. They undermined your constitutional rights. This is why they were not allowing Damar Hamlin to speak on any medical care or advice he has received from doctors. The NFL is in a legal infraction of this code. Coercion under duress is an act of intentional sabotage by the sports leagues. Any sports leagues (and governments) that have implemented the vaccine mandate can be fined, sued, and shutdown permanently. They can also be sued by citizens who were harmed by their actions. This can include players, coaches, and fans. The Nuremberg Codes cover in general Codes & Policy that permit that a medical informed decision is the human right all people. So any case in violation of these rulings are liable for damages. This is internationally recognized. Do you all understand how historic and monumental that South Australian (WORLDWIDE). ruling is? ~T edit: As I added above - this includes Worldwide governments as we've discussed here in the past. https://twitter.com/Prolotario1/status/1757402119441707337?t=lO0VLtp2OPOVClWsf8fS5g&s=19	en	null	Sara M	0	10	0	null	2024-02-14T01:14:35+00:00	null	null	null	1	null	channel_1255997890	null	Tironianae	2024-02-13T15:56:17+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.1	0	0.01	0.03	0.03	0.01
88	Remember how Pfizer recently acquired a small company that specializes in turbo cancer, now making it the largest oncology company in the world? https://ysb.co.nz/pfizer-makes-43-billion-bet-on-turbo-cancers/ Join: @davidavocadowolfe	en	null	Sara M	0	12	0	null	2024-02-14T01:49:02+00:00	null	null	null	1	null	channel_1298320756	null	null	2024-02-12T17:25:33+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.04	0	0.01	0.01	0.02	0.01
89	Nbd, just a 20 million dollar ad campaign to give you vaccine-induced turbo cancer and then pass you off to Pfizer’s next cash cow business venture! Evil is ruthless.	en	null	Sara M	0	12	0	null	2024-02-14T01:50:54+00:00	null	null	null	1	null	channel_1681022970	null	null	2024-02-12T22:43:31+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.25	0.01	0.01	0.09	0.02	0.04
90	IMPEACHED!!!! BREAKING: DHS Secretary Alejandro Mayorkas has been impeached by the House of Representatives for refusing to secure the border. It was a 214-213 vote with Buck, Gallagher, and McClintock once again being the three Republicans who voted against.	en	null	Sara M	0	10	0	null	2024-02-14T02:03:44+00:00	null	null	null	1	null	channel_1205299143	null	PatriotAU	2024-02-14T00:22:42+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.03	0	0	0.01	0.01	0.01
91	https://twitter.com/unusual_whales/status/1757458420645446041?t=wY--gW34jVUMGi9ge1TDGA&s=19	?	null	Sara M	0	9	0	null	2024-02-14T02:10:04+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T20:20:35+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
92	New debt clock!	en	null	Sara M	0	12	0	null	2024-02-14T02:11:38+00:00	null	null	null	1	null	user_830677741	null	null	2024-02-13T23:06:05+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.03	0	0	0.01	0.01	0.01
93	Even more interesting… the beginning of the State Farm commercial, Schwarzenegger saves two PUPPIES!! More to add to the Dog Comms!	en	null	Sara M	0	10	0	null	2024-02-14T02:12:53+00:00	null	null	null	1	null	channel_2099728862	null	null	2024-02-11T20:53:05+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	0	null	0.05	0	0	0.03	0.01	0.01
94	BREAKING: Hungary’s President Katalin Novak has resigned after it was revealed she pardoned the deputy director of a state-run children’s school who was convicted for covering up the sexual abuse of its director. @GeneralMCNews	en	null	Sara M	0	9	0	null	2024-02-14T02:13:55+00:00	null	null	null	1	null	channel_1545383908	null	null	2024-02-11T20:34:41+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	1	null	0.25	0.01	0.05	0.06	0.09	0.04
95	Coming up! #FreeAssange Britain has given the go-ahead for his extradition, but he has been trying to overturn that decision. Campaigners said a public hearing would take place at the High Court on Feb. 20-21 when two judges will review an earlier ruling which had refused Assange permission to appeal. "The two-day hearing may be the final chance for Julian Assange to prevent his extradition to the United States," WikiLeaks said in a statement. https://www.wsws.org/en/articles/2023/12/30/luag-d30.html	en	null	Sara M	0	9	0	null	2024-02-14T02:16:09+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T10:59:24+00:00	null	null	null	null	0	1	0	0	null	null	null	["freeassange"]	null	null	null	null	null	1	null	0.07	0	0.02	0.02	0.03	0.01
96	As part of a last-ditch attempt to stop Julian Assange's extradition, an independent MP has called on the federal government to leverage its US and UK connections and bring the WikiLeaks founder home. https://www.examiner.com.au/story/8519846/mp-makes-11th-hour-bid-to-stop-assange-extradition/	en	null	Sara M	0	11	0	null	2024-02-14T02:16:28+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T11:03:29+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.02	0	0	0.01	0.01	0.01
97	WTF! Democrat State Senator Shows His Support For Worshipping the Devil and Honors Satanists During Arizona Senate Floor Session https://www.thegatewaypundit.com/2024/02/democrat-state-senator-shows-his-support-worshipping-devil/	en	null	Sara M	1	11	0	null	2024-02-14T02:17:53+00:00	2024-02-14T08:52:53+00:00	null	null	1	null	channel_1391253363	null	Karli Bonne	2024-02-12T21:50:23+00:00	null	null	null	null	0	0	1	0	null	null	null	null	null	null	null	null	null	1	null	0.48	0.02	0.11	0.37	0.46	0.01
98	Looks like an insurrection to me https://twitter.com/TPostMillennial/status/1757207140585132284?t=4L1R6t1Fm-mTprpCUO11tg&s=19	en	null	Sara M	0	10	0	null	2024-02-14T02:18:27+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T11:18:09+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.04	0	0.01	0.01	0.02	0.01
99	Hitting close to home for me here. An Ephrata man is among five people charged as part of an undercover human trafficking operation in Berks County. https://www.abc27.com/local-news/lancaster-county-man-among-5-arrested-in-juvenile-human-trafficking-sting/	en	null	Sara M	0	11	0	null	2024-02-14T02:19:04+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T11:45:23+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	0	null	0.02	0	0	0.01	0.01	0.01
100	Elections in Ukraine will not take place this year. They were scheduled for the 31st of March. Due to the unpopularity of Zelenskyy, they will be suspened. Although this has not been announced publicly yet, several key people close to Zelenskyy have let leak the plan. They will declare it "illegal under Ukrainian law" to hold them while technical martial law remains in effect. -E	en	null	Sara M	0	8	0	null	2024-02-14T02:19:35+00:00	null	null	null	1	null	channel_1285995193	null	null	2024-02-13T11:38:40+00:00	null	null	null	null	0	0	0	0	null	null	null	null	null	null	null	null	null	1	null	0.07	0	0.03	0.02	0.02	0.01
101	NEEDING ATTORNEY OPINIONS WHEN IS IT A CRIME TO PAY TAXES? Under domestic and international laws of war: “If a government uses funds raised by taxation to wage illegal war or to commit genocide, crimes against humanity or war crimes, then a taxpayers normal duty to pay tax is reversed and becomes a duty to refuse to pay tax.” Are there any attorneys that can give their opinions on if citizens can be protected if they refuse to pay tax on the basis of the US government funding wars that are committing genocide or crimes against humanity? More information on this website: https://worldbeyondwar.org/crime-pay-tax/ 𝕏: https://x.com/maerox/status/1757431745517867491?s=46&t=KbeHKcWo9iYbqqIySY5EJA Telegram: Existential Gateway t.me/ExistentialGateway	en	null	Sara M	0	10	1	null	2024-02-14T02:21:21+00:00	null	null	null	1	null	channel_2099728862	null	null	2024-02-13T16:02:07+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.1	0	0.01	0.03	0.02	0.01
102	NEEDING ATTORNEY OPINIONS WHEN IS IT A CRIME TO PAY TAXES? Under domestic and international laws of war: “If a government uses funds raised by taxation to wage illegal war or to commit genocide, crimes against humanity or war crimes, then a taxpayers normal duty to pay tax is reversed and becomes a duty to refuse to pay tax.” Are there any attorneys that can give their opinions on if citizens can be protected if they refuse to pay tax on the basis of the US government funding wars that are committing genocide or crimes against humanity? More information on this website: https://worldbeyondwar.org/crime-pay-tax/ 𝕏: https://x.com/maerox/status/1757431745517867491?s=46&t=KbeHKcWo9iYbqqIySY5EJA Telegram: Existential Gateway t.me/ExistentialGateway	en	null	Sara M	1	4	0	null	2024-02-14T02:22:20+00:00	2024-02-14T02:40:30+00:00	null	null	1	null	channel_2099728862	null	null	2024-02-13T16:02:07+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.1	0	0.01	0.03	0.02	0.01
103	https://twitter.com/RadarHits/status/1757463890575671748?t=x0E9Y6GdQsdf4pHny7EIUw&s=19	?	null	Sara M	0	12	0	null	2024-02-14T02:27:42+00:00	null	null	null	1	null	channel_1443540143	null	Qrash The Matrix	2024-02-13T19:05:55+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
104	THE SNOWBALL IS GAINING MOMENTUM!! TODAY IS THE 13th! US stock futures tumble! There’s RED all across the board Japanese Yen is tumbling Politicians are calling on Kamala to invoke the 25th amendment against Biden I am starting to see a definitive 13 theme to 2024! 2020 had an 11 theme and was also a leap year and election year. 13 is the next prime # after 11… so I’m going to keep track of the 13 dates and break it all down for you all in another post! 𝕏: https://x.com/maerox/status/1757496151396270232?s=46&t=KbeHKcWo9iYbqqIySY5EJA Telegram: Existential Gateway t.me/ExistentialGateway	en	null	Sara M	0	11	0	null	2024-02-14T02:28:36+00:00	null	null	null	1	null	channel_2099728862	null	null	2024-02-13T20:12:37+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	1	null	0.09	0	0.01	0.03	0.02	0.01
105	null	null	null	Sara M	0	10	0	null	2024-02-14T02:28:36+00:00	null	null	null	1	null	channel_2099728862	null	null	2024-02-13T20:12:37+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
106	null	null	null	Sara M	0	14	0	null	2024-02-14T02:28:36+00:00	null	null	null	1	null	channel_2099728862	null	null	2024-02-13T20:12:37+00:00	null	null	null	null	0	1	0	0	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null

End of preview.

A billion Telegram messages about the 2024 US presidential election

This is a dataset of Telegram messages collected during the 2024 US presidential election. For more details, see https://dl.acm.org/doi/10.1145/3701716.3715297.
~1.03B messages, ~43K chats, ~0.8TB (distilled).
~350M English messages have toxicity- and hate-related scores from the Perspective API. For more details, see https://support.perspectiveapi.com/s/about-the-api-attributes-and-languages?language=en_US.
~350M English and ~300M Russian messages have political labels. For labeling details, see https://www.nature.com/articles/s44260-025-00056-w.
For other materials, see https://github.com/leonardo-blas/usc-tg-24-us-election.

Usage agreement

This dataset is licensed under the Creative Commons Attribution 4.0 International (CC BY 4.0) license. For more information, refer to https://creativecommons.org/licenses/by/4.0/. By using this dataset, you agree to abide by the stipulations in the license and cite the following manuscript:

@inproceedings{10.1145/3701716.3715297,
  author = {Blas, Leonardo and Luceri, Luca and Ferrara, Emilio},
  title = {Unearthing a Billion Telegram Posts about the 2024 U.S. Presidential Election: Development of a Public Dataset},
  year = {2025},
  isbn = {9798400713316},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3701716.3715297},
  doi = {10.1145/3701716.3715297},
  abstract = {With its lenient moderation and long-standing associations with potentially unlawful activities, Telegram has become an incubator for problematic content, frequently featuring conspiratorial, hyper-partisan, and fringe narratives. Exacerbating these concerns, investigations have underscored Telegram's role in organizing violent acts, such as those that occurred during the Capitol Hill attack on January 6, 2021. As of 2024, Telegram represents a focal arena for societal and political discourse, warranting close attention from the research community, regulators, and the media. Thus, we present a Telegram dataset focused on the 2024 US Presidential Election, comprising over 43 thousand chats and over 1 billion messages, and featuring chats' details, profile pictures, messages, and user information. In addition, we present application scenarios for this dataset, such as the construction of a network of chats, which can facilitate the analysis of interconnected communities, and a sample of harmful messages aimed at mobilizing supporters ahead of now-reported protests, which can serve as a case study to explore coordinated dynamics from the online to the offline world. This resource represents the largest public Telegram dataset to date, offering an unprecedented opportunity to study political discussion on Telegram.},
  booktitle = {Companion Proceedings of the ACM on Web Conference 2025},
  pages = {729–732},
  numpages = {4},
  keywords = {dataset, elections, keywords{telegram, politics}},
  location = {Sydney NSW, Australia},
  series = {WWW '25}
}

If you wish to use or know how we assigned the "political" labels, please cite/refer to:

@article{Blas2025Telegram,
  author  = {Blas, Leonardo and Saraf, Diya and Salkar, Tanishq and Adadurova, Nora and Luceri, Luca and Ferrara, Emilio},
  title   = {Large-scale detection of multilingual coordinated activity on Telegram},
  journal = {npj Complexity},
  year    = {2025},
  volume  = {2},
  pages   = {33},
  month   = nov,
  doi     = {10.1038/s44260-025-00056-w},
  url     = {https://doi.org/10.1038/s44260-025-00056-w},
  publisher = {Springer Nature}
}

Data dictionary

Prelude

Unless specified, the field is directly sourced from Telegram. Non-boolean fields may be NULL if the message package doesn't contain that data. Boolean fields will only be 1 or 0. All messages present in the distilled dataset were produced by users or bots. System messages and similar were purged. Posts are messages that are are one-to-many (from channel administrators to users) and are exclusive to broadcast channels. A forward is an immutable copy-paste of another message. A reply is a forward that must include new elements (text, media, etc.). Unlike a forward, a reply only shows a short snippet, which may be cropped if too long, of the original message. Forwards will not reveal the chat they come from, but replies will. However, this is not extracted due to a conflict: Telegram states that the type and ID of these chats will be revealed if the user (the scraper) is not a member. Both forwards and replies reveal the user or chat which sent the message being forwarded or replied to (see the chain_from_id column). Messages may be sent by channels or users. Message senders may have more than one identifier associated with them:

Type and ID: Defined by Telegram and unique to each chat and user. See the from_id and chain_from_id columns.
Post author signature: Optional setting which allows broadcast channel administrators to add a signature to their posts. If signatures were not set up, it would be impossible tell which administrator sent which post. See the post_author and chain_post_author columns.
Name: Optional setting which allows a Telegram account to hide any account information under a user-defined name whenever their messages are forwarded or replied to. See the chain_from_name column.

message_id | INTEGER

A message's index; 1-based, relative to other messages in the same chat, and determined by the sending order. If a message is deleted, its corresponding ID gets deleted without replacement.

content | TEXT

The text resulting from concatenating the text in:

"message" (the main text).
"media" (text related to attachments).
"reply_markup" (text related to buttons and reply interfaces).

If in English, content was normalized by attempting to map non-ASCII characters to ASCII characters (å to a) with the unidecode library, lowercasing, expanding contractions with the contractions library, and removing unnecessary whitespaces. content does not include the text in the "quote" field of "MessageReplyHeader" objects, as this text may be very long in the package, but in practice users can only see a limited number of "quote" characters in the Telegram interface. Moreover, trying to extract the exact character window of "quote" text available to the users may be counterproductive, as cropped documents may add confusing context. If content is NULL, the message exclusively consisted of "media" (attachments) or similar (polls, etc.).

language | TEXT

The ISO 639-1 language code associated with the content, as determined by the langdetect library. Short messages are prone to mislabeling. If content is NULL, language will be NULL, and if langdetect couldn't determine a language, language will be "?".

from_id | TEXT

The sender's type and ID. If NULL, the sender is a channel administrator.

post_author | TEXT

A post is a broadcast message exclusive to broadcast channels. post_author is a string identifying the channel administrator who created the post. May be NULL even if the message is a broadcast.

edit_hide | BOOLEAN

If True, edit times will not be shown.

noforwards | BOOLEAN

If True, the message can't be forwarded.

scheduled | BOOLEAN

If True, the delivery of the message was scheduled.

pinned | BOOLEAN

If True, the message is pinned.

views | INTEGER

The number of views.

forwards | INTEGER

The number of forwards.

replies | INTEGER

The number of replies. If NULL, the message is not one that can can be replied to.

date | TEXT

The time and date of sending.

edit_date | TEXT

The time and date of editing.

ttl | INTEGER

Time-to-live (time before the message self-destructs).

forward | BOOLEAN

If True, the message is a forward of another message, which could be imported from a different platform (not Telegram).

reply | BOOLEAN

If True, the message is a reply to another message, which could be imported from a different platform (not Telegram).

reply_source | TEXT

The chat that contains the message being replied to.

reply_scheduled | BOOLEAN

If True, the message is a reply to a message whose delivery was scheduled.

chain_from_id | TEXT

The type and ID of the sender of the message being forwarded or replied to. If NULL, the source messages' sender is a channel administrator.

chain_from_name | TEXT

The name (masking any account information) of the sender of the message being forwarded or replied to.

chain_post_author | TEXT

A post is a broadcast message exclusive to broadcast channels. chain_post_author, is a string identifying the channel administrator who created the the source post (the one forwarded from or replied to). May be NULL even if the source message is a broadcast.

chain_imported | BOOLEAN

If True, the source message (the one forwarded from or replied to) was imported from a different platform (not Telegram).

chain_date | TEXT

The time and date the source message (the one forwarded from or replied to) was sent.

invoice | TEXT

In Telegram, messages may carry payment interfaces (users may ask for donations or sell services). If not NULL, this field indicates the price and currency being asked for. XTR means Telegram Stars.

media_price | INTEGER

In Telegram, messages may carry paid media attachments, which are shown as blurry snippets and may be unlocked by paying a fee in the Telegram Stars currency to the sender of the message. If not NULL, this field indicates the price for a paid media attachment on the message.

contact | TEXT

A JSON document with contact details provided on the message:

phone: Phone number.
first_name: First name.
last_name: Last name.
vcard: A JSON document of a vCard.
user_id: User ID.

Not all fields may be present.

location | TEXT

A JSON document with location details provided on the message:

long: Longitude.
lat: Latitude.
accuracy_radius: Accuracy radius.
period: For live location sharing, the validity period of the geolication object on Telegram.
notification_radius: For live location sharing, the distance (in meters) to another chat member for proximity alerts.
title: The name of a venue.
address: The address of a venue.
venue_type: The type of venue, as determined by a venue provider (like Google Places).

Not all fields may be present.

web_preview | BOOLEAN

If True, the message contains a webpage snippet.

story | BOOLEAN

If True, the message contains a Telegram story.

photo | BOOLEAN

If True, the message contains a photo.

video | BOOLEAN

If True, the message contains a video.

round | BOOLEAN

If True, the message contains a round video (a video with a circle mask). In Telegram, round videos are associated with phone recordings (indicating potentially authentic content), but may be faked (there are ways to send other videos as round videos).

voice | BOOLEAN

If True, the message contains a voice message.

other_media | BOOLEAN

If True, the message contains a document (may be a video, pdf, gif, etc.).

media_ttl | INTEGER

Media time-to-live (time before the attachment self-destructs).

buttons | BOOLEAN

If True, the message contains a reply interface with buttons.

emails | TEXT

The set of emails in the message.

phones | TEXT

The set of phone numbers in the message.

hashtags | TEXT

The set of hashtags in the message.

cashtags | TEXT

The set of cashtags in the message (to be used in CashApp, like $spongebob). It's unclear if non-US cashtags are recognized by Telegram (like £spongebob).

cards | TEXT

The set of credit card numbers in the message.

urls | TEXT

The unique URLs in content, prior to any normalization, as determined by the urlextract library. Due to encoding and offset inconsistencies, these were not directly extracted using Telegram's message entities data.

cleaner_urls | TEXT

Deduplicated, normalized urls, with lowercased domains.

domains | TEXT

The unique fully-qualified domain names (FQDNs) in urls, as determined by the tldextract library. Normalized by lowercasing.

identifiers | TEXT

The unique identifiers (usernames, invite codes, folder codes, type and ids, etc.) in content, prior to any normalization and as determined by re patterns. Usernames were normalized by lowercasing. Due to encoding and offset inconsistencies, these were not directly extracted using Telegram's message entities data.

restriction_reasons | TEXT

The list of reasons that restrict the content from displaying in the Telegram app.

political | BOOLEAN

If True, the message was classified as political, using a classification process as described in www.nature.com/articles/s44260-025-00056-w. This applies only to messages in English and Russian.

toxicity | REAL

A 0-1 score acquired from the Perspective API. Here, toxicity is defined as "A rude, disrespectful, or unreasonable comment that is likely to make people leave a discussion." This applies only to messages in English.

severe_toxicity | REAL

A 0-1 score acquired from the Perspective API. Here, severe toxicity is defined as "A very hateful, aggressive, disrespectful comment or otherwise very likely to make a user leave a discussion or give up on sharing their perspective. This attribute is much less sensitive to more mild forms of toxicity, such as comments that include positive uses of curse words." This applies only to messages in English.

identity_attack | REAL

A 0-1 score acquired from the Perspective API. Here, an identity attack is defined as "Negative or hateful comments targeting someone because of their identity." This applies only to messages in English.

insult | REAL

A 0-1 score acquired from the Perspective API. Here, an insult is defined as "Insulting, inflammatory, or negative comment towards a person or a group of people." This applies only to messages in English.

profanity | REAL

A 0-1 score acquired from the Perspective API. Here, a profanity is defined as "Swear words, curse words, or other obscene or profane language." This applies only to messages in English.

threat | REAL

A 0-1 score acquired from the Perspective API. Here, a threat is defined as "Describes an intention to inflict pain, injury, or violence against an individual or group." This applies only to messages in English.

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