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Couldn't get the list of external files in `_split_generators` because it doesn't support streaming:
Error code:   UnsupportedExternalFilesError
Exception:    NotImplementedError
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 428, in _is_too_big_from_external_data_files
                  builder._split_generators(mock_dl_manager)
                File "/tmp/modules-cache/datasets_modules/datasets/carblacac--twitter-sentiment-analysis/cd65e23e456de6a4f7264e305380b0ffe804d6f5bfd361c0ec0f68d8d1fab95b/twitter-sentiment-analysis.py", line 98, in _split_generators
                  dataset.to_json(data_dir + "/" + f"twitter-sentiment-analysis-{split}.jsonl")
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_dataset.py", line 4864, in to_json
                  return JsonDatasetWriter(self, path_or_buf, batch_size=batch_size, num_proc=num_proc, **to_json_kwargs).write()
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/io/json.py", line 103, in write
                  with fsspec.open(self.path_or_buf, "wb", compression=compression) as buffer:
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/core.py", line 102, in __enter__
                  f = self.fs.open(self.path, mode=mode)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/spec.py", line 1199, in open
                  f = self._open(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/fsspec/implementations/http.py", line 351, in _open
                  raise NotImplementedError
              NotImplementedError

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feeling
int32
@fa6ami86 so happy that salman won. btw the 14sec clip is truely a teaser
0
@phantompoptart .......oops.... I guess I'm kinda out of it.... Blonde moment -blushes- epic fail
0
@bradleyjp decidedly undecided. Depends on the situation. When I'm out with the people I'll be in Chicago with? Maybe.
1
@Mountgrace lol i know! its so frustrating isnt it?!
1
@kathystover Didn't go much of any where - Life took over for a while
1
@TashaWilson like questions she asks me the date etc..i say that i have been to birmingham lol its weird o well u ok?
1
@lisastarlynn I haven't heard anything. I'll tweet you as soon as I hear. I'm really worried actually
0
@SusanCosmos @speakgirl Thx 4 sharing!
1
@lamere thank you so much, looking at these pics makes me want to have one more
0
not it teh best form today, dont no why, just having a pissy day, i am all ways happy but to day ah not really annoyed, bored, angry
0
About to go to bed. Sleeping really late tomorrow! I am so glad the Tigers won tonight!!
1
Just grabbed some bagels from Panera for everyone at wk. It's Brittany's last day
0
AHH i'm so HAPPY. I just found my ipod. God is sooo good to me!
1
Hoping for a better day today. Yesterday was fine until I passed out at my desk, fell off chair, and carpet burned my forehead.
0
@poepiandzegiant oops just saw you said hello! Hi there
1
@jayadore fuckyeah ;) also yay shoes and bag!!!!!! I'm excited for you
1
say it ain't so #trackle say it ain't so!
0
att workkk dyinggg to get the fxckkkkk outt
0
Said something harsh and didn't even realize it's harsh until I said it.. Sorry http://myloc.me/2Keo
0
@jchronowski47 oh no...tied now! -Linda
0
Twitter is useful in that it reminds people what they forgot to ask me about on a given day. It is also excellent for inspiration
1
Hoping I at least have fun 2nite. Today was 1 horrible way 2 start off a birthday
0
@kirsty_gilfo yup! That's the one Mmm....yum cha! Have lots of dumplings for me
1
Italian Shaved on the mall is D-licious and all over me!!! and my printer... But it is D-Licious!
0
Mum's off to bed... Nip/tuck time noow
1
@WKJThD but-I know He has awesome plans thru it all-and I will hold my head up high... blessed with you all!! HOW ARE YOU???
1
Have been LOL big time at this Apprentice video http://ping.fm/vXPnd (via @tdrury) - Thanks, me and @rebel_aceman laughed at it too!
1
Sometimes, people who hate Twitter are so much more amusing than people who use Twitter....
1
60+ Beautiful Logo Design Tutorials And Resources http://bit.ly/Q5Jo0 Wel nice
1
@franklang Wish I were in Switzerland.... The blues are playing like amateurs
0
@Junderstated lls ain't that the truth
1
@NileyLoveStory probably wesupportmustin :| I don't affilate myself with Niley videos on teammustin
1
My favorite song for now. I even learned the dance moves also ♫ http://blip.fm/~7sf9m
1
Done with recital A but it went well!!! 3 more to go! yay!!!!!
0
Nagging tummy ache 4 days now...kept me up w/ nightmares last night tums are my bff rt now
0
500 fps
1
@polyzzz Goodnight and sweet dreams to you also
1
Thinking of getting a tatoo
1
@NMaize I miss Yobachi's totems lol
0
@sdawara ooooo.... even before @maheshmurthy started seedfund, the fund given in seed stage used to b called as seedfund..
1
Need to visit the "Australia Shop" - I'm down to my last 2 Butter Menthols and my throat is still hurty
0
@NicoleSimon Threat or promise?
1
is drinking lovely tea she bought in London in December: Yumchaa's "Caramel Sweetheart". It's almost all gone... http://www.yumchaa.com/
0
@GDuffOnline Thanks babe. Hitting the station 2day. Go drop some bangas.
1
@Alphacat1 hehehe bless you enjoy star trek, you should be sleeping it's late LOL bad kitty hehehe LoveYa
1
how sad is losing laptop's adaptor?
0
@MeganCamp Those are all popular responses
1
@ddlovato owr family own a jehtskii (: buht ihts winter over here so ihave too wait till summer jetskis are so fun.
0
I miss the two david. archuleta and cook! HUHU i miss them soooo baaad!
0
@etrangle k check ur hotmail! i cant rly help much now
0
gonna sleep now la. tmr school. no off-in-lieu for sat's vesak day. not fair. tmr programming. deal with codes again. haiyah.
0
@MissSydneyJ Im good, lol... I feel awake
1
@AJDADDY lol I absolutely hate u!
1
@meaghanellenxo oh awesome =] i cant wait to hear it eh
1
@squarespace This my last tweet to you. I would LOVE to win an iphone but my luck hasn't been the best here lately. #squarespace
0
Wow... Airbus 380, take me away! http://bit.ly/63feh
1
Gotta do some chores now Then will do a bit of revision, and then finish up my video!
0
@D_AMAZIN Won't I get arrested if I am naked on the beach?lol
1
@MeAllTimeLow i know. You were laughing while i was on the ground
0
@sharaknight dang it I got a second look and he was so good looking but I had to get off for my exit
0
@itsjudytime I just spent the last couple of hours on your YouTube channel. Great videos!!!
1
@Chicago_Ted I just miss driving my car. I haven't driven it since I got back yet.
0
it's Julie's last day in the office before heading back to the UK for good Cyprus will miss her.
0
is sad things are already not the same....
0
@TomRaftery No problem, my family have kept bee's for 4 generations, however I suffer from anaphylaxis to bee sting
0
my poor puppy is a litle depress
0
Ohhhh lord production is going way over time! NY I wish was now... Vacation
0
How to build a large MULTIMEDIA presentation online - from Soul of Athens 2009, LIVE TODAY! http://bit.ly/1fBIk PLUS inspiring MM sites
1
@nicadler... im sooooo with ya
1
My twitpic isn't working I wanna show ya'll my sexy shoes I'm rockin tonight.....
0
@beckaymc no problem! your welcome.
1
Had to unfollow some people guys. I can't get flooded every time.
0
@logansutch You can go driving?! HOW?! WHY!
0
Decided to play with the new arduino for the first time - sooo easy to get started Now having fun with code and flashy lights!
1
it's just about done!
1
@DubDior Lmfaooooo .. i mean anything for u! i tried to do that as smoove as possible! lol U was good tho !
1
Hi Haters...who talking bout my Elem school pic Chellelilbmore@UrbanInformer i love your new pic you were handsome back then and still is
1
On the way to camp at last. Think I might have offended someone at the meeting earlier, and it bugs me.
0
i need sleep. Its too early. I went to bed at like 6 something because i couldnt sleep
0
bliss n eso & pink concert soon
1
In 5 minutes my birthday is over
0
Going to bed, strangely feeling quite nauseous
0
Bored, was sewing but now RSI is troubling me
0
@JLSOfficial R jLs EvA gONnA PlAy iN DuBliN ??? sEeN YiS aT d ChiLdLinE CoNcErT DaHs iT
0
@LilPookieJ I learned from you
1
@ViolaMaths Wow, you must be shattered! Glad you enjoyed gig and hope maths lecture went well. Did you manage to stay awake?!!
1
@BillohBill "projectile" very clever warpig
1
idont get it. its OUR vacation too so how cum we cant decide wat 2 do - its planned 4 us if we like it or not
0
gota watch hollyoaks this morning, in bed me thinks
1
Lunchtime walks in a bid to lose weight are most annoying when all the pubs one passes are throwing out delicious food smells
0
@vrthejas I have many more than that. .
0
Back home! Feels great sitting in front of moi desk's 32' LCD
1
I'm just trying to write CIL I can't think of anything ARGHHH
0
listen music, and doing my homework
0
Walked outside for a few mins, and now covered in Skeeter bites
0
itunes says that an update is available (3.0), but then just does nothing when I press update
0
Hmm don't know what to do today -- Model just canceled = I hate it when that happens..will have to do gardening!
0
(@SHUTUP) it's so warm here just the way i love it
1
Yes my laptop works So now i can abort my diplomthesis
1
@halina1979 hey! sent you some pics to your podcart email. hope you get them alright
1
End of preview.
YAML Metadata Error: "configs[0]" must be of type object
YAML Metadata Warning: The task_ids "feeling-classification" is not in the official list: acceptability-classification, entity-linking-classification, fact-checking, intent-classification, language-identification, multi-class-classification, multi-label-classification, multi-input-text-classification, natural-language-inference, semantic-similarity-classification, sentiment-classification, topic-classification, semantic-similarity-scoring, sentiment-scoring, sentiment-analysis, hate-speech-detection, text-scoring, named-entity-recognition, part-of-speech, parsing, lemmatization, word-sense-disambiguation, coreference-resolution, extractive-qa, open-domain-qa, closed-domain-qa, news-articles-summarization, news-articles-headline-generation, dialogue-generation, dialogue-modeling, language-modeling, text-simplification, explanation-generation, abstractive-qa, open-domain-abstractive-qa, closed-domain-qa, open-book-qa, closed-book-qa, slot-filling, masked-language-modeling, keyword-spotting, speaker-identification, audio-intent-classification, audio-emotion-recognition, audio-language-identification, multi-label-image-classification, multi-class-image-classification, face-detection, vehicle-detection, instance-segmentation, semantic-segmentation, panoptic-segmentation, image-captioning, image-inpainting, image-colorization, super-resolution, grasping, task-planning, tabular-multi-class-classification, tabular-multi-label-classification, tabular-single-column-regression, rdf-to-text, multiple-choice-qa, multiple-choice-coreference-resolution, document-retrieval, utterance-retrieval, entity-linking-retrieval, fact-checking-retrieval, univariate-time-series-forecasting, multivariate-time-series-forecasting, visual-question-answering, document-question-answering

Dataset Card for TSATC: Twitter Sentiment Analysis Training Corpus

Dataset Summary

TSATC: Twitter Sentiment Analysis Training Corpus The original Twitter Sentiment Analysis Dataset contains 1,578,627 classified tweets, each row is marked as 1 for positive sentiment and 0 for negative sentiment. It can be downloaded from http://thinknook.com/wp-content/uploads/2012/09/Sentiment-Analysis-Dataset.zip. The dataset is based on data from the following two sources:

University of Michigan Sentiment Analysis competition on Kaggle Twitter Sentiment Corpus by Niek Sanders

This dataset has been transformed, selecting in a random way a subset of them, applying a cleaning process, and dividing them between the test and train subsets, keeping a balance between the number of positive and negative tweets within each of these subsets. These two files can be founded on https://github.com/cblancac/SentimentAnalysisBert/blob/main/data.

Finally, the train subset has been divided in two smallest datasets, train (80%) and validation (20%). The final dataset has been created with these two new subdatasets plus the previous test dataset.

Supported Tasks and Leaderboards

[More Information Needed]

Languages

The text in the dataset is in English.

Dataset Structure

Data Instances

Below are two examples from the dataset:

Text Feeling
(1) blaaah. I don't feel good aagain. 0
(2) My birthday is coming June 3. 1

Data Fields

In the final dataset, all files are in the JSON format with f columns:

Column Name Data
text A sentence (or tweet)
feeling The feeling of the sentence

Each feeling has two possible values: 0 indicates the sentence has a negative sentiment, while 1 indicates a positive feeling.

Data Splits

The number of examples and the proportion sentiments are shown below:

Data Train Validation Test
Size 119.988 29.997 61.998
Labeled positive 60.019 14.947 31029
Labeled negative 59.969 15.050 30969

Dataset Creation

Curation Rationale

Existing paraphrase identification datasets lack sentence pairs that have high lexical overlap without being paraphrases. Models trained on such data fail to distinguish pairs like flights from New York to Florida and flights from Florida to New York.

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

Mentioned above.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Citation Information

@InProceedings{paws2019naacl,
  title = {{TSATC: Twitter Sentiment Analysis Training Corpus}},
  author = {Ibrahim Naji},
  booktitle = {thinknook},
  year = {2012}
}

Contributions

Thanks to myself @carblacac for adding this transformed dataset from the original one.

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