From f796d6e0cd3ee8cb8556c20369def4786cc7c3f6 Mon Sep 17 00:00:00 2001 From: Demian Date: Thu, 2 Mar 2023 18:52:05 +0000 Subject: [PATCH 1/3] keep full stories; optioal post-processing --- news_signals/signals_dataset.py | 22 ++++++++++++++++++---- 1 file changed, 18 insertions(+), 4 deletions(-) diff --git a/news_signals/signals_dataset.py b/news_signals/signals_dataset.py index 04e4465..ca43fe4 100644 --- a/news_signals/signals_dataset.py +++ b/news_signals/signals_dataset.py @@ -259,7 +259,8 @@ def retrieve_and_write_stories( ts: List, output_path: Path, num_stories: int = 20, - stories_endpoint=newsapi.retrieve_stories + stories_endpoint=newsapi.retrieve_stories, + post_process_story=None, ): time_to_volume = dict( (arrow.get(x["published_at"]).datetime, x["count"]) for x in ts @@ -286,7 +287,9 @@ def retrieve_and_write_stories( if vol > 0: params = make_query(params_template, start, end) stories = stories_endpoint(params) - stories = [reduce_story(s) for s in stories] + print(stories[0]["entities"]) + if post_process_story is not None: + stories = [post_process_story[s] for s in stories] else: stories = [] output_item = { @@ -343,6 +346,7 @@ def generate_dataset( delete_tmp_files: bool = False, stories_endpoint=newsapi.retrieve_stories, ts_endpoint=newsapi.retrieve_timeseries, + post_process_story=None, ): """ @@ -375,6 +379,16 @@ def generate_dataset( ) output_dataset_dir.mkdir(parents=True, exist_ok=True) + # optional, e.g. for reducing story fields + if post_process_story is not None: + try: + post_process_story = globals()[post_process_story] + except: + raise NotImplementedError( + f"Unknown function for processing stories: {post_process_story}" + ) + + for signal in tqdm.tqdm(signals_): if signal_exists(signal, output_dataset_dir): logger.info("signal exists already, skipping to next") @@ -401,7 +415,8 @@ def generate_dataset( ts, stories_path, num_stories=stories_per_day, - stories_endpoint=stories_endpoint + stories_endpoint=stories_endpoint, + post_process_story=post_process_story ) # now this signal is completely realized @@ -417,4 +432,3 @@ def generate_dataset( stories_path.unlink() return SignalsDataset.load(output_dataset_dir) - From e2a40fe7dc1ffb3c19b5182b5230cac524cb50f1 Mon Sep 17 00:00:00 2001 From: Chris Hokamp Date: Thu, 2 Mar 2023 23:42:10 +0000 Subject: [PATCH 2/3] signals datasets do not postprocess by default --- bin/generate_dataset.py | 62 + news_signals/signals_dataset.py | 17 +- news_signals/test_signals_dataset.py | 20 +- resources/test/sample_stories.json | 8345 ++++++++++++++++++++++++++ 4 files changed, 8425 insertions(+), 19 deletions(-) create mode 100644 bin/generate_dataset.py create mode 100644 resources/test/sample_stories.json diff --git a/bin/generate_dataset.py b/bin/generate_dataset.py new file mode 100644 index 0000000..af7c9cf --- /dev/null +++ b/bin/generate_dataset.py @@ -0,0 +1,62 @@ +import argparse +from pathlib import Path + +import arrow + +from news_signals.signals_dataset import generate_dataset + + +def main(args): + generate_dataset( + input=Path(args.input_csv), + output_dataset_dir=Path(args.output_dataset_dir), + start=arrow.get(args.start).datetime, + end=arrow.get(args.end).datetime, + id_field=args.id_field, + name_field=args.name_field, + overwrite=args.overwrite, + delete_tmp_files=True, + ) + + +def parse_args(): + parser = argparse.ArgumentParser() + parser.add_argument( + '--start', + required=True, + help="start date, e.g. 2020-1-1" + ) + parser.add_argument( + '--end', + required=True, + help="end date, e.g. 2020-1-1" + ) + parser.add_argument( + '--input-csv', + required=True, + help="csv file with entities" + ) + parser.add_argument( + '--id-field', + default="Wikidata ID", + help="column in csv which indicates Wikidata id" + ) + parser.add_argument( + '--name-field', + default="Wikidata Label", + help="column in csv which indicates Wikidata id" + ) + parser.add_argument( + '--output-dataset-dir', + required=True, + help="dir where dataset is stored" + ) + parser.add_argument( + '--overwrite', + action="store_true", + ) + return parser.parse_args() + + +if __name__ == '__main__': + main(parse_args()) diff --git a/news_signals/signals_dataset.py b/news_signals/signals_dataset.py index ca43fe4..023e643 100644 --- a/news_signals/signals_dataset.py +++ b/news_signals/signals_dataset.py @@ -195,7 +195,7 @@ def ask_rmdir(dirpath, msg, yes="y"): shutil.rmtree(dirpath) -def make_query(params, start, end, period="+1DAY"): +def make_aylien_newsapi_query(params, start, end, period="+1DAY"): _start = arrow_to_aylien_date(arrow.get(start)) _end = arrow_to_aylien_date(arrow.get(end)) aql = params_to_aql(params) @@ -210,9 +210,9 @@ def make_query(params, start, end, period="+1DAY"): return new_params -def reduce_story(s): +def reduce_aylien_story(s): body = " ".join(s["body"].split()[:MAX_BODY_TOKENS]) - smart_cats = extract_smart_tagger_categories(s) + smart_cats = extract_aylien_smart_tagger_categories(s) reduced = { "title": s["title"], "body": body, @@ -225,7 +225,7 @@ def reduce_story(s): return reduced -def extract_smart_tagger_categories(s): +def extract_aylien_smart_tagger_categories(s): category_items = [] for c in s["categories"]: if c["taxonomy"] == "aylien": @@ -285,11 +285,10 @@ def retrieve_and_write_stories( vol = time_to_volume[start] if vol > 0: - params = make_query(params_template, start, end) + params = make_aylien_newsapi_query(params_template, start, end) stories = stories_endpoint(params) - print(stories[0]["entities"]) if post_process_story is not None: - stories = [post_process_story[s] for s in stories] + stories = [post_process_story(s) for s in stories] else: stories = [] output_item = { @@ -308,7 +307,7 @@ def retrieve_and_write_timeseries( ts_endpoint=newsapi.retrieve_timeseries ) -> List: if not output_path.exists(): - params = make_query(params, start, end) + params = make_aylien_newsapi_query(params, start, end) ts = ts_endpoint(params) write_json(ts, output_path) else: @@ -380,7 +379,7 @@ def generate_dataset( output_dataset_dir.mkdir(parents=True, exist_ok=True) # optional, e.g. for reducing story fields - if post_process_story is not None: + if post_process_story is not None and type(post_process_story) == str: try: post_process_story = globals()[post_process_story] except: diff --git a/news_signals/test_signals_dataset.py b/news_signals/test_signals_dataset.py index 85403d7..5a96298 100644 --- a/news_signals/test_signals_dataset.py +++ b/news_signals/test_signals_dataset.py @@ -40,17 +40,11 @@ def __call__(self, payload): class MockStoriesEndPoint: + def __init__(self): + self.sample_stories = json.loads((resources / "sample_stories.json").read_text()) + def __call__(self, payload): - return [{ - 'id': 'test-id', - 'title': 'title', - 'title': 'link', - 'body': 'body', - 'categories': [{'taxonomy': 'aylien', 'id': 'ay.test.cat', 'score': 0.8}], - 'published_at': datetime_to_aylien_str(datetime.datetime(2023, 1, 1)), - 'links': {'permalink': 'test-link'}, - 'language': 'en', - }] + return self.sample_stories class MockWikidataClient: @@ -125,6 +119,12 @@ def test_generate_dataset(self): self.assertIsInstance(signal.feeds_df, pd.DataFrame) for col in ["stories"]: self.assertIn(col, signal.feeds_df) + + # we know the stories should come from the mock endpoint + assert all( + len(tick) == len(self.stories_endpoint.sample_stories) + for tick in signal.feeds_df['stories'] + ) assert signal.params is not None assert signal.name is not None diff --git a/resources/test/sample_stories.json b/resources/test/sample_stories.json new file mode 100644 index 0000000..6275113 --- /dev/null +++ b/resources/test/sample_stories.json @@ -0,0 +1,8345 @@ +[ + { + "author": { + "id": 17468561, + "name": "Dylan Abad" + }, + "body": "TAMPA, Fla. (WFLA) \u2014 The popular social media app Twitter appears to be down for users across the world Wednesday.\n\nWebsite status monitoring program, \u201cDowndetector,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n\nUsers attempting to post a tweet were met with a message that reads, \u201cTweet from [user\u2019s account] failed: You reached your daily tweet limit. Please try again tomorrow.\u201d\n\nOthers received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n\nNearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting, \u201cTwitter may not be working as expected for some of you. Sorry for the trouble. We\u2019re aware and working to get this fixed.\u201d\n\nSome users reported successfully sending their tweets using the scheduling feature built into the program. The tweets could be scheduled to automatically post as little as one minute from the actual time.\n\nAccording to technology news outlet 9to5Mac, the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000. It is unclear if the outage and the update are connected.", + "categories": [ + { + "id": "IAB19-15", + "label": "Email", + "score": 0.15, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.12, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.57, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 1151, + "clusters": [ + 435920783 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Product_(business)", + "Company", + "Community", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.67 + }, + "overall_prominence": 0.98, + "overall_frequency": 6, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.73 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 5, + "mentions": [ + { + "index": { + "start": 50, + "end": 57 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.61 + } + }, + { + "index": { + "start": 185, + "end": 192 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.72 + } + }, + { + "index": { + "start": 562, + "end": 569 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.8 + } + }, + { + "index": { + "start": 614, + "end": 621 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + }, + { + "index": { + "start": 1020, + "end": 1027 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.7 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N99469168061292276390953574836692725000", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.58 + }, + "overall_prominence": 0.94, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.58 + }, + "surface_forms": [ + { + "text": "TAMPA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 5 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.58 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q812", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Florida", + "wikidata": "https://www.wikidata.org/wiki/Q812" + }, + "stock_tickers": [], + "types": [ + "U.S._state", + "Location", + "Community", + "Organization", + "State_(polity)" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.64 + }, + "overall_prominence": 0.93, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + }, + "surface_forms": [ + { + "text": "Fla.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 7, + "end": 11 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [ + { + "id": "004078374" + } + ] + } + }, + { + "id": "Q7949348", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/WFLA-TV", + "wikidata": "https://www.wikidata.org/wiki/Q7949348" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.59 + }, + "overall_prominence": 0.93, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.59 + }, + "surface_forms": [ + { + "text": "WFLA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 13, + "end": 17 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.59 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N28888516207430428014892755548704819676", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.65 + }, + "overall_prominence": 0.78, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.65 + }, + "surface_forms": [ + { + "text": "Website", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 116, + "end": 123 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.65 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N331865126185174013576024089563549577823", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.74 + }, + "overall_prominence": 0.58, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.74 + }, + "surface_forms": [ + { + "text": "Users", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 258, + "end": 263 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.74 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q2155573", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Technology_journalism", + "wikidata": "https://www.wikidata.org/wiki/Q2155573" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.04, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "technology news", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 957, + "end": 972 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#WFLA", + "#WFLA", + "#TampaFlorida", + "#TAMPA", + "#SocialMedia", + "#Scheduling", + "#ChickenDance", + "#AppleCommunity" + ], + "id": 5284540537, + "keywords": [ + "Twitter", + "tweets", + "tweeting", + "users", + "tweet", + "9to5Mac", + "outage", + "Fla", + "WFLA", + "daily", + "Wednesday", + "Users", + "scheduling", + "social media", + "limit", + "Website", + "The tweets", + "program", + "Tweet", + "TAMPA" + ], + "language": "en", + "links": { + "permalink": "https://myfox8.com/news/twitter-experiencing-outages-nationwide/", + "related_stories": "/related_stories?story_id=5284540537", + "clusters": "/stories?clusters[]=435920783" + }, + "media": [], + "paragraphs_count": 7, + "published_datetime": "2023-02-08T23:59:10Z", + "published_at": "2023-02-09T00:00:19Z", + "sentences_count": 12, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.92 + }, + "title": { + "polarity": "neutral", + "score": 0.91 + } + }, + "source": { + "domain": "myfox8.com", + "home_page_url": "https://www.myfox8.com/", + "id": 570, + "locations": [ + { + "country": "US" + }, + { + "country": "US" + } + ], + "name": "My Fox 8", + "rankings": { + "alexa": [ + { + "fetched_at": "2022-06-07T02:00:10.320699546Z", + "rank": 74289 + }, + { + "country": "US", + "fetched_at": "2022-06-07T02:00:10.320699546Z", + "rank": 10773 + }, + { + "country": "PK", + "fetched_at": "2022-06-07T02:00:10.320699546Z", + "rank": 54038 + } + ] + }, + "scopes": [ + { + "country": "US", + "level": "local" + } + ] + }, + "summary": { + "sentences": [ + "TAMPA, Fla. (WFLA) \u2014", + "According to technology news outlet 9to5Mac, the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000.", + "Please try again tomorrow.\u201d\n\nOthers received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n\nNearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting, \u201cTwitter may not be working as expected for some of you.", + "Website status monitoring program, \u201cDowndetector,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n\n", + "Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user\u2019s account] failed: You reached your daily tweet limit." + ] + }, + "title": "Twitter experiencing outages nationwide", + "words_count": 185, + "license_type": 0 + }, + { + "author": { + "id": 28162210, + "name": "Ashley Belanger" + }, + "body": "Late Wednesday afternoon, Twitter began experiencing international outages, with many users unable to perform basic functions like tweeting, sending direct messages, and following accounts. When Ars reporters attempted to tweet, an error message was generated saying that a daily limit of tweets had been reached, even from accounts that had not tweeted that day. According to Twitter, users typically have to tweet 2,400 times to reach the platform\u2019s daily limit.\n\nIndependent Internet monitor NetBlocks tweeted that the outages impacted Twitter's website, mobile app, and features like posting and retweeting and were \u201cnot related to country-level Internet disruptions or filtering.\u201d\n\nTwitter has no communications department to follow up to confirm if the apparent outage is due to a bug or recent product update, both possible causes reported by CNBC.\n\nSome clever users discovered that they could still tweet by scheduling their posts, while some brands still appeared to be able to tweet. Other users immediately began reporting issues, according to the Internet tracking service Downdetector, which documented thousands of problems with the platform. One user reporting problems joked that the glitches were tied to Twitter\u2019s mass layoffs, including many engineers, while others tweeted speculation that the features were possibly disabled because Twitter began updating its API ahead of the platform\u2019s plan to cut off free access, starting Thursday. According to Fortune, Twitter\u2019s internal Slack channels are \u201cgoing crazy\u201d trying to determine the source of the glitch, including considering whether there\u2019s a data center outage.\n\nAdvertisement\n\nFortune reporter Kylie Robison tweeted that Twitter CEO Elon Musk emailed staff after the outage began, indicating that it could be a data center issue, while also saying, \u201cPlease pause for now on new feature development in favor of maximizing system stability and robustness.\u201d\n\nEarlier today, Musk tweeted to confirm that Twitter was looking into reported Twitter restrictions in Turkey, but so far, Musk has not tweeted about the global outage. Like many Twitter users, it's possible that Musk simply does not have access to tweet an update right now.", + "categories": [ + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.15, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "IAB19-15", + "label": "Email", + "score": 0.11, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.37, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 2195, + "clusters": [ + 435920783 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Community", + "Company", + "Product_(business)", + "Organization", + "Software" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.73 + }, + "overall_prominence": 0.98, + "overall_frequency": 12, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 11, + "mentions": [ + { + "index": { + "start": 26, + "end": 33 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.86 + } + }, + { + "index": { + "start": 377, + "end": 384 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + } + }, + { + "index": { + "start": 539, + "end": 546 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.56 + } + }, + { + "index": { + "start": 687, + "end": 694 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + } + }, + { + "index": { + "start": 1223, + "end": 1230 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + } + }, + { + "index": { + "start": 1355, + "end": 1362 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.65 + } + }, + { + "index": { + "start": 1480, + "end": 1487 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + } + }, + { + "index": { + "start": 1698, + "end": 1705 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + }, + { + "index": { + "start": 1977, + "end": 1984 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + }, + { + "index": { + "start": 2011, + "end": 2018 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + }, + { + "index": { + "start": 2111, + "end": 2118 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.82 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.82 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q193592", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Midfielder", + "wikidata": "https://www.wikidata.org/wiki/Q193592" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.77 + }, + "overall_prominence": 0.9, + "overall_frequency": 1, + "body": { + "surface_forms": [] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + }, + "surface_forms": [ + { + "text": "DM", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 70, + "end": 72 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q1115157", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Sjoerd_Ars", + "wikidata": "https://www.wikidata.org/wiki/Q1115157" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.63 + }, + "overall_prominence": 0.62, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + }, + "surface_forms": [ + { + "text": "Ars", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 195, + "end": 198 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q323461", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Musk", + "wikidata": "https://www.wikidata.org/wiki/Q323461" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.66 + }, + "overall_prominence": 0.36, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.66 + }, + "surface_forms": [ + { + "text": "Musk", + "frequency": 3, + "mentions": [ + { + "index": { + "start": 1948, + "end": 1952 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.66 + } + }, + { + "index": { + "start": 2055, + "end": 2059 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.66 + } + }, + { + "index": { + "start": 2145, + "end": 2149 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.58 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q372989", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Fortune_(magazine)", + "wikidata": "https://www.wikidata.org/wiki/Q372989" + }, + "stock_tickers": [], + "types": [ + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "overall_prominence": 0.34, + "overall_frequency": 2, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "surface_forms": [ + { + "text": "Fortune", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 1471, + "end": 1478 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.48 + } + }, + { + "index": { + "start": 1654, + "end": 1661 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.69 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N253603482075928179941059311552897152329", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.54 + }, + "overall_prominence": 0.23, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + }, + "surface_forms": [ + { + "text": "Independent Internet", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 466, + "end": 486 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q61771135", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/NetBlocks", + "wikidata": "https://www.wikidata.org/wiki/Q61771135" + }, + "stock_tickers": [], + "types": [ + "Organization", + "Nonprofit_organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.53 + }, + "overall_prominence": 0.19, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.53 + }, + "surface_forms": [ + { + "text": "NetBlocks", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 495, + "end": 504 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.53 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q165194", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Application_programming_interface", + "wikidata": "https://www.wikidata.org/wiki/Q165194" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.62 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + }, + "surface_forms": [ + { + "text": "API", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1382, + "end": 1385 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q317521", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Elon_Musk", + "wikidata": "https://www.wikidata.org/wiki/Q317521" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Elon Musk", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1710, + "end": 1719 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q1023912", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/CNBC", + "wikidata": "https://www.wikidata.org/wiki/Q1023912" + }, + "stock_tickers": [], + "types": [ + "Business", + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.55 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.55 + }, + "surface_forms": [ + { + "text": "CNBC", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 850, + "end": 854 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.55 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q43", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Turkey", + "wikidata": "https://www.wikidata.org/wiki/Q43" + }, + "stock_tickers": [], + "types": [ + "Community", + "Country", + "State_(polity)", + "Sovereign_state", + "Location", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Turkey", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2035, + "end": 2041 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N254891925885975278226567529039722382988", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Kylie Robison", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1671, + "end": 1684 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q37038", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Advertising", + "wikidata": "https://www.wikidata.org/wiki/Q37038" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Advertisement", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1639, + "end": 1652 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#Turkey", + "#Scheduling", + "#RobustStatistics", + "#MobileApp", + "#KylieMinogue", + "#Internet", + "#Glitch", + "#Fortune", + "#ElonMusk", + "#DepartmentsOfFrance", + "#DataCenter", + "#ChiefExecutiveOfficer", + "#CNBC", + "#CNBC", + "#CEO", + "#ApplicationProgrammingInterface", + "#API" + ], + "id": 5284541657, + "keywords": [ + "Twitter", + "tweeting", + "users", + "Musk", + "tweet", + "Kylie Robison", + "tweeted", + "many", + "Kylie", + "Internet", + "outage", + "mobile app", + "API", + "accounts", + "glitch", + "Elon Musk", + "platform", + "department", + "Fortune", + "CNBC", + "scheduling", + "CEO", + "data center", + "Turkey", + "Independent Internet", + "Advertisement\n\nFortune", + "robustness", + "NetBlocks" + ], + "language": "en", + "links": { + "permalink": "https://arstechnica.com/?p=1916302", + "related_stories": "/related_stories?story_id=5284541657", + "clusters": "/stories?clusters[]=435920783" + }, + "media": [], + "paragraphs_count": 7, + "published_datetime": "2023-02-08T23:35:30Z", + "published_at": "2023-02-09T00:01:33Z", + "sentences_count": 11, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.98 + }, + "title": { + "polarity": "neutral", + "score": 0.95 + } + }, + "source": { + "domain": "arstechnica.com", + "home_page_url": "https://www.arstechnica.com/", + "id": 9, + "locations": [], + "name": "Ars Technica", + "rankings": { + "alexa": [ + { + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 4090 + }, + { + "country": "IN", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 7119 + }, + { + "country": "EG", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 12427 + }, + { + "country": "SG", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 3587 + }, + { + "country": "TR", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 10344 + }, + { + "country": "PK", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 10956 + }, + { + "country": "US", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 1541 + }, + { + "country": "HK", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 5412 + }, + { + "country": "AU", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 3335 + }, + { + "country": "SA", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 11154 + }, + { + "country": "CH", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 2253 + }, + { + "country": "NG", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 2785 + }, + { + "country": "GB", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 2816 + }, + { + "country": "KR", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 8557 + }, + { + "country": "BR", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 14347 + }, + { + "country": "GR", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 7059 + }, + { + "country": "MX", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 7227 + }, + { + "country": "NL", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 3121 + }, + { + "country": "CA", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 2207 + }, + { + "country": "JP", + "fetched_at": "2020-06-22T11:58:22.987582116Z", + "rank": 12626 + } + ] + }, + "scopes": [] + }, + "summary": { + "sentences": [ + "Late Wednesday afternoon, Twitter began experiencing international outages, with many users unable to perform basic functions like tweeting, sending direct messages, and following accounts.", + "One user reporting problems joked that the glitches were tied to Twitter\u2019s mass layoffs, including many engineers, while others tweeted speculation that the features were possibly disabled because Twitter began updating its API ahead of the platform\u2019s plan to cut off free access, starting Thursday.", + "Advertisement\n\nFortune reporter Kylie Robison tweeted that Twitter CEO Elon Musk emailed staff after the outage began, indicating that it could be a data center issue, while also saying, \u201cPlease pause for now on new feature development in favor of maximizing system stability and robustness.\u201d\n\nEarlier today, Musk tweeted to confirm that Twitter was looking into reported Twitter restrictions in Turkey, but so far, Musk has not tweeted about the global outage.", + "According to Twitter, users typically have to tweet 2,400 times to reach the platform\u2019s daily limit.\n\n", + "Like many Twitter users, it's possible that Musk simply does not have access to tweet an update right now." + ] + }, + "title": "Twitter experiencing international outages; most users can\u2019t tweet or DM", + "words_count": 340, + "license_type": 0 + }, + { + "author": { + "id": 948689, + "name": "Oscar Gonzalez" + }, + "body": "Twitter appears to be having some trouble with widespread issues being reported Wednesday. Problems started around 1:30 p.m. PT, according to outage monitoring site Down Detector.\n\nPeople using the social network reported not having access to direct messages, receiving a message saying they are \"over the daily limited for sending tweets,\" and having to schedule a tweet to post.\n\nFYI: It's not just you. Twitter's broken right now.\n\n\n\nSending Tweets is down. DMs are down. You can still schedule tweets a minute in advance. \u2014 Ben Collins (@oneunderscore__) February 8, 2023\n\nTwitter is rate limiting lots of people after a few tweets which is funny given who owns it pic.twitter.com/MnzawHwIoT \u2014 Alex Kantrowitz (@Kantrowitz) February 8, 2023\n\nAbout two hours after complaints of widespread issues surfaced, the Twitter Support account acknowledged that the service \"may not be working as expected\" and said it was working to resolve the problem.\n\nTwitter may not be working as expected for some of you. Sorry for the trouble. We're aware and working to get this fixed. \u2014 Twitter Support (@TwitterSupport) February 8, 2023\n\nHours before the issues started, Twitter rolled out its longer tweet option, allowing certain Twitter Blue users to create posts with a maximum of 4,000 characters as opposed to the previous cap of 280. This is one of the many changes to the social media platform since its acquisition by Tesla CEO Elon Musk last October.\n\nMusk emailed employees Wednesday afternoon, according to a Fortune reporter's tweet, urging them to \"please pause for now on new feature development in favor of maximizing system stability and robustness, especially with the Super Bowl coming up.\"\n\nSCOOP: Elon has emailed staff following the Twitter outage.\n\n\n\n\u201cPlease pause for now on new feature development in favor of maximizing system stability and robustness, especially with the Super Bowl coming up.\u201d \u2014 Kylie Robison (@kyliebytes) February 8, 2023\n\nTwitter didn't immediately respond to a request for comment.", + "categories": [ + { + "id": "IAB3-11", + "label": "Marketing", + "score": 0.16, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3-11" + } + }, + { + "id": "IAB19-15", + "label": "Email", + "score": 0.11, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "IAB3", + "label": "Business", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.32, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [ + { + "id": "in.infomed", + "label": "Information and Media", + "score": 1, + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed" + } + }, + { + "id": "in.infomed.internet", + "label": "Internet Media", + "score": 1, + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed.internet" + } + } + ], + "characters_count": 1992, + "clusters": [ + 435923010 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Community", + "Company", + "Product_(business)", + "Organization", + "Software" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.66 + }, + "overall_prominence": 0.98, + "overall_frequency": 11, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.66 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 10, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.87 + } + }, + { + "index": { + "start": 406, + "end": 413 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.69 + } + }, + { + "index": { + "start": 577, + "end": 584 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + }, + { + "index": { + "start": 814, + "end": 821 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.46 + } + }, + { + "index": { + "start": 950, + "end": 957 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.79 + } + }, + { + "index": { + "start": 1074, + "end": 1081 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + } + }, + { + "index": { + "start": 1092, + "end": 1099 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.75 + } + }, + { + "index": { + "start": 1159, + "end": 1166 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.75 + } + }, + { + "index": { + "start": 1743, + "end": 1750 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.77 + } + }, + { + "index": { + "start": 1958, + "end": 1965 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.48 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 19, + "end": 26 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.48 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N15503765276610448109938363173852302926", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.64 + }, + "overall_prominence": 0.69, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + }, + "surface_forms": [ + { + "text": "Down Detector", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 165, + "end": 178 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N159800375104012122294654008224857456895", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.65 + }, + "overall_prominence": 0.67, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.65 + }, + "surface_forms": [ + { + "text": "People", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 181, + "end": 187 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.65 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q622329", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/FYI_(American_TV_channel)", + "wikidata": "https://www.wikidata.org/wiki/Q622329" + }, + "stock_tickers": [], + "types": [ + "Business", + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.69 + }, + "overall_prominence": 0.38, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.69 + }, + "surface_forms": [ + { + "text": "FYI", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 382, + "end": 385 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.69 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N142754479823286845554155010768365318166", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.5 + }, + "overall_prominence": 0.3, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "Sending Tweets", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 437, + "end": 451 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q816470", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Ben_Collins_(racing_driver)", + "wikidata": "https://www.wikidata.org/wiki/Q816470" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.46 + }, + "overall_prominence": 0.17, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.46 + }, + "surface_forms": [ + { + "text": "Ben Collins", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 528, + "end": 539 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.46 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q317521", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Elon_Musk", + "wikidata": "https://www.wikidata.org/wiki/Q317521" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "positive", + "confidence": 0.57 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "positive", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "Elon Musk", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1425, + "end": 1434 + }, + "sentiment": { + "polarity": "positive", + "confidence": 0.57 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q4568893", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Elon_University", + "wikidata": "https://www.wikidata.org/wiki/Q4568893" + }, + "stock_tickers": [], + "types": [ + "Educational_organization", + "Location", + "Organization", + "Nonprofit_organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.59 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.59 + }, + "surface_forms": [ + { + "text": "Elon", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1706, + "end": 1710 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.59 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q323461", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Musk", + "wikidata": "https://www.wikidata.org/wiki/Q323461" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Musk", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1450, + "end": 1454 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N172424892608529143898761870643699448203", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.73 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + }, + "surface_forms": [ + { + "text": "Twitter Blue", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1220, + "end": 1232 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q478214", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Tesla,_Inc.", + "wikidata": "https://www.wikidata.org/wiki/Q478214" + }, + "stock_tickers": [ + "TSLA" + ], + "types": [ + "Corporation", + "Company", + "Business", + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.56 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.56 + }, + "surface_forms": [ + { + "text": "Tesla", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1415, + "end": 1420 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.56 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q372989", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Fortune_(magazine)", + "wikidata": "https://www.wikidata.org/wiki/Q372989" + }, + "stock_tickers": [], + "types": [ + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.74 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.74 + }, + "surface_forms": [ + { + "text": "Fortune", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1509, + "end": 1516 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.74 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N326925627211877772242033941045212803985", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.46 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.46 + }, + "surface_forms": [ + { + "text": "pic.twitter.com/MnzawHwIoT \u2014 Alex Kantrowitz", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 669, + "end": 713 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.46 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N64805230174598431656952322813924580839", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.65 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.65 + }, + "surface_forms": [ + { + "text": "\u201d \u2014 Kylie Robison", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1908, + "end": 1925 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.65 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N270768753053249683572457069807614934838", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.48 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.48 + }, + "surface_forms": [ + { + "text": "@Kantrowitz", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 715, + "end": 726 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.48 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#TeslaInc", + "#SuperBowl", + "#SocialNetwork", + "#SocialMedia", + "#RobustStatistics", + "#KylieMinogue", + "#Fortune", + "#ElonUniversity", + "#ElonMusk", + "#ChiefExecutiveOfficer", + "#Cap", + "#CEO" + ], + "id": 5284542162, + "keywords": [ + "tweet", + "@Kantrowitz", + "cap", + "social media", + "Tesla", + "CEO", + "Down Detector", + "social network", + "People", + "tweets", + "Elon Musk", + "Sending Tweets", + "Musk", + "Twitter", + "outage", + "Super Bowl", + "February", + "Wednesday", + "widespread", + "Kylie", + "Elon", + "Twitter Blue", + "robustness", + "Fortune", + "issues", + "social" + ], + "language": "en", + "links": { + "permalink": "https://www.cnet.com/news/social-media/its-not-just-you-twitter-is-acting-weird/#ftag=CADf328eec", + "related_stories": "/related_stories?story_id=5284542162", + "clusters": "/stories?clusters[]=435923010" + }, + "media": [], + "paragraphs_count": 12, + "published_datetime": "2023-02-08T22:32:00Z", + "published_at": "2023-02-09T00:02:00Z", + "sentences_count": 20, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.91 + }, + "title": { + "polarity": "neutral", + "score": 0.96 + } + }, + "source": { + "domain": "cnet.com", + "home_page_url": "https://www.cnet.com/", + "id": 19, + "locations": [ + { + "country": "JP" + }, + { + "city": "London", + "country": "GB", + "state": "England" + }, + { + "country": "US" + } + ], + "name": "CNET", + "rankings": { + "alexa": [ + { + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 154 + }, + { + "country": "IN", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 197 + }, + { + "country": "ID", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 451 + }, + { + "country": "EG", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 261 + }, + { + "country": "SG", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 120 + }, + { + "country": "BD", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 140 + }, + { + "country": "TW", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 146 + }, + { + "country": "PH", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 111 + }, + { + "country": "PK", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 107 + }, + { + "country": "US", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 93 + }, + { + "country": "HK", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 125 + }, + { + "country": "SD", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 132 + }, + { + "country": "IR", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 842 + }, + { + "country": "AU", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 277 + }, + { + "country": "SA", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 292 + }, + { + "country": "NG", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 155 + }, + { + "country": "GB", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 550 + }, + { + "country": "KR", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 67 + }, + { + "country": "BR", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 651 + }, + { + "country": "ZA", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 151 + }, + { + "country": "MX", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 321 + }, + { + "country": "CA", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 219 + }, + { + "country": "JP", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 64 + }, + { + "country": "DE", + "fetched_at": "2020-06-22T11:24:06.461987919Z", + "rank": 1371 + } + ] + }, + "scopes": [ + { + "country": "GB", + "level": "national" + }, + { + "country": "US", + "level": "national" + }, + { + "level": "international" + } + ] + }, + "summary": { + "sentences": [ + "Twitter appears to be having some trouble with widespread issues being reported Wednesday.", + "February 8, 2023\n\nTwitter is rate limiting lots of people after a few tweets which is funny given who owns it pic.twitter.com/MnzawHwIoT \u2014 Alex Kantrowitz (@Kantrowitz) February 8, 2023\n\nAbout two hours after complaints of widespread issues surfaced, the Twitter Support account acknowledged that the service \"may not be working as expected\" and said it was working to resolve the problem.\n\n", + "\u2014 Twitter Support (@TwitterSupport) February 8, 2023\n\nHours before the issues started, Twitter rolled out its longer tweet option, allowing certain Twitter Blue users to create posts with a maximum of 4,000 characters as opposed to the previous cap of 280.", + "Musk emailed employees Wednesday afternoon, according to a Fortune reporter's tweet, urging them to \"please pause for now on new feature development in favor of maximizing system stability and robustness, especially with the Super Bowl coming up.\"\n\nSCOOP:", + "\n\n\n\n\u201cPlease pause for now on new feature development in favor of maximizing system stability and robustness, especially with the Super Bowl coming up.\u201d \u2014 Kylie Robison (@kyliebytes) February 8, 2023\n\n" + ] + }, + "title": "It's Not Just You, Twitter Is Acting Weird - CNET", + "words_count": 317, + "license_type": 0 + }, + { + "author": { + "id": 1000034637, + "name": "" + }, + "body": "Twitter Inc.\u2019s social-media service appeared to stop working for many users Wednesday afternoon. The service was telling users they had reached their daily limit for tweets and would not allow them to post. The website Downdetector noted a large spike in reports of the site being down starting at roughly 1:30 p.m. Pacific time Wednesday, though Twitter\u2019s status blog, which is typically used to convey outages, showed all systems were operational. The problem appeared to be resolved about 90 minutes later. Tesla Inc. TSLA, +2.28% Chief Executive Elon Musk purchased the site for $44 billion late last year and laid off thousands of employees, including media-relations personnel who would typically communicate to the public and media when there were problems with the site.", + "categories": [ + { + "id": "IAB26-3", + "label": "Spyware/Malware", + "score": 0.32, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26-3" + } + }, + { + "id": "IAB3-11", + "label": "Marketing", + "score": 0.29, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3-11" + } + }, + { + "id": "IAB19-3", + "label": "Antivirus Software", + "score": 0.1, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-3" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "IAB3", + "label": "Business", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB3" + } + }, + { + "id": "IAB26", + "score": 0.07, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26" + } + }, + { + "id": "04003007", + "label": "telecommunication service", + "score": 0.17, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04003000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04003007" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 0.9, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 0.9, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 0.9, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 778, + "clusters": [ + 435940843 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Organization", + "Company", + "Product_(business)", + "Community" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.8 + }, + "overall_prominence": 0.98, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.8 + }, + "surface_forms": [ + { + "text": "Twitter Inc.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 12 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.8 + } + } + ] + }, + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 347, + "end": 354 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.74 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2, + "end": 9 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q478214", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Tesla,_Inc.", + "wikidata": "https://www.wikidata.org/wiki/Q478214" + }, + "stock_tickers": [ + "TSLA" + ], + "types": [ + "Organization", + "Company", + "Product_(business)", + "Business", + "Corporation" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.52 + }, + "overall_prominence": 0.52, + "overall_frequency": 2, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + }, + "surface_forms": [ + { + "text": "Tesla", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 510, + "end": 515 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + } + ] + }, + { + "text": "TSLA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 521, + "end": 525 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.54 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q317521", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Elon_Musk", + "wikidata": "https://www.wikidata.org/wiki/Q317521" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.53 + }, + "overall_prominence": 0.16, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.53 + }, + "surface_forms": [ + { + "text": "Elon Musk", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 550, + "end": 559 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.53 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#TeslaInc", + "#PacificTimeZone", + "#ElonMusk" + ], + "id": 5284543388, + "keywords": [ + "Elon Musk", + "Twitter", + "users", + "large", + "Twitter Inc.", + "Twitter Inc", + "Tesla Inc.", + "media", + "spike", + "Wednesday", + "site", + "Inc.", + "service" + ], + "language": "en", + "links": { + "permalink": "http://www.marketwatch.com/news/story/twitter-briefly-goes-down/story.aspx?guid=%7B20C06575%2D04D4%2DB545%2D7194%2D9D70470A72BF%7D&siteid=nf-rss", + "related_stories": "/related_stories?story_id=5284543388", + "clusters": "/stories?clusters[]=435940843" + }, + "media": [], + "paragraphs_count": 1, + "published_datetime": "2023-02-09T00:03:00Z", + "published_at": "2023-02-09T00:03:32Z", + "sentences_count": 7, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.7 + }, + "title": { + "polarity": "neutral", + "score": 0.83 + } + }, + "source": { + "domain": "marketwatch.com", + "home_page_url": "https://www.marketwatch.com/", + "id": 121, + "locations": [ + { + "city": "", + "country": "US", + "state": "" + }, + { + "city": "San Francisco", + "country": "US", + "state": "California" + }, + { + "country": "US" + } + ], + "name": "Market Watch", + "rankings": { + "alexa": [ + { + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 581 + }, + { + "country": "IN", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 611 + }, + { + "country": "SG", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 414 + }, + { + "country": "MY", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1116 + }, + { + "country": "TW", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1522 + }, + { + "country": "PH", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 872 + }, + { + "country": "ES", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 2112 + }, + { + "country": "AZ", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1820 + }, + { + "country": "PK", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 714 + }, + { + "country": "US", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 187 + }, + { + "country": "HK", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 660 + }, + { + "country": "AU", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 848 + }, + { + "country": "NG", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 759 + }, + { + "country": "SE", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 772 + }, + { + "country": "GB", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1430 + }, + { + "country": "PT", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 469 + }, + { + "country": "KR", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 3111 + }, + { + "country": "IT", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 2331 + }, + { + "country": "ZA", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1125 + }, + { + "country": "QA", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 1137 + }, + { + "country": "CA", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 347 + }, + { + "country": "JP", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 3182 + }, + { + "country": "CN", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 9868 + }, + { + "country": "DE", + "fetched_at": "2022-06-21T02:00:10.127227471Z", + "rank": 2041 + } + ] + }, + "scopes": [ + { + "city": "", + "country": "US", + "level": "national", + "state": "" + } + ] + }, + "summary": { + "sentences": [ + "Twitter Inc.\u2019s social-media service appeared to stop working for many users Wednesday afternoon.", + "TSLA, +2.28% Chief Executive Elon Musk purchased the site for $44 billion late last year and laid off thousands of employees, including media-relations personnel who would typically communicate to the public and media when there were problems with the site.", + "Pacific time Wednesday, though Twitter\u2019s status blog, which is typically used to convey outages, showed all systems were operational.", + "The service was telling users they had reached their daily limit for tweets and would not allow them to post.", + "Tesla Inc." + ] + }, + "title": ": Twitter briefly goes down", + "words_count": 128, + "license_type": 0 + }, + { + "author": { + "id": 1128560465, + "name": "Dylan Abad" + }, + "body": ") \u2014 The popular social media app Twitter appears to be down for users across the world Wednesday.\n TAMPA, Fla. ( WFLA\n Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit. Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you. Sorry for the trouble. We're aware and working to get this fixed.\u201d\n Some users reported successfully sending their tweets using the scheduling feature built into the program. The tweets could be scheduled to automatically post as little as one minute from the actual time.\n According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000. It is unclear if the outage and the update are connected.\n Daily News", + "categories": [ + { + "id": "IAB19-15", + "label": "Email", + "score": 0.15, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.12, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.49, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 1181, + "clusters": [ + 435920783 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Product_(business)", + "Company", + "Community", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.67 + }, + "overall_prominence": 0.98, + "overall_frequency": 6, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.74 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 5, + "mentions": [ + { + "index": { + "start": 33, + "end": 40 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.64 + } + }, + { + "index": { + "start": 191, + "end": 198 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.63 + } + }, + { + "index": { + "start": 571, + "end": 578 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.81 + } + }, + { + "index": { + "start": 624, + "end": 631 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + }, + { + "index": { + "start": 1033, + "end": 1040 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.7 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N99469168061292276390953574836692725000", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "overall_prominence": 0.8, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "surface_forms": [ + { + "text": "TAMPA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 99, + "end": 104 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q812", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Florida", + "wikidata": "https://www.wikidata.org/wiki/Q812" + }, + "stock_tickers": [], + "types": [ + "U.S._state", + "Location", + "Community", + "Organization", + "State_(polity)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "overall_prominence": 0.79, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "Fla.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 106, + "end": 110 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [ + { + "id": "004078374" + } + ] + } + }, + { + "id": "Q7949348", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/WFLA-TV", + "wikidata": "https://www.wikidata.org/wiki/Q7949348" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.55 + }, + "overall_prominence": 0.78, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.55 + }, + "surface_forms": [ + { + "text": "WFLA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 113, + "end": 117 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.55 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N331865126185174013576024089563549577823", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "overall_prominence": 0.57, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "surface_forms": [ + { + "text": "Users", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 265, + "end": 270 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q2155573", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Technology_journalism", + "wikidata": "https://www.wikidata.org/wiki/Q2155573" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "overall_prominence": 0.04, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "technology news", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 969, + "end": 984 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q627827", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/New_York_Daily_News", + "wikidata": "https://www.wikidata.org/wiki/Q627827" + }, + "stock_tickers": [], + "types": [ + "Business", + "Product_(business)", + "Newspaper", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "overall_prominence": 0.04, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "Daily News", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1179, + "end": 1189 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#WFLA", + "#WFLA", + "#TampaFlorida", + "#TAMPA", + "#SocialMedia", + "#Scheduling", + "#ChickenDance", + "#AppleCommunity" + ], + "id": 5284544836, + "keywords": [ + "Twitter", + "tweets", + "tweeting", + "users", + "tweet", + "9to5Mac", + "outage", + "update", + "Fla", + "Daily News", + "WFLA", + "daily", + "Wednesday", + "Users", + "scheduling", + "social media", + "The tweets", + "program", + "Tweet", + "TAMPA" + ], + "language": "en", + "links": { + "permalink": "https://fox59.com/news/national-world/twitter-experiencing-outages-nationwide/", + "related_stories": "/related_stories?story_id=5284544836", + "clusters": "/stories?clusters[]=435920783" + }, + "media": [ + { + "format": "JPEG", + "height": 853, + "type": "image", + "url": "https://fox59.com/wp-content/uploads/sites/21/2023/02/fe11b44b61944ca7a20f621481b99a2b.jpg?w=1280", + "width": 1280 + } + ], + "paragraphs_count": 9, + "published_datetime": "2023-02-08T23:59:56Z", + "published_at": "2023-02-09T00:01:16Z", + "sentences_count": 14, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.76 + }, + "title": { + "polarity": "neutral", + "score": 0.91 + } + }, + "source": { + "domain": "fox59.com", + "home_page_url": "https://www.fox59.com/", + "id": 498, + "locations": [ + { + "country": "US" + } + ], + "name": "WXIN", + "rankings": { + "alexa": [ + { + "fetched_at": "2020-06-22T11:58:08.157103523Z", + "rank": 53837 + }, + { + "country": "US", + "fetched_at": "2020-06-22T11:58:08.157103523Z", + "rank": 11635 + }, + { + "country": "CA", + "fetched_at": "2020-06-22T11:58:08.157103523Z", + "rank": 42016 + } + ] + }, + "scopes": [] + }, + "summary": { + "sentences": [ + ") \u2014 The popular social media app Twitter appears to be down for users across the world Wednesday.\n ", + "According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000.", + "( WFLA\n Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n ", + "Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you.", + "Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit." + ] + }, + "title": "Twitter experiencing outages nationwide", + "words_count": 187, + "license_type": 0 + }, + { + "author": { + "id": 1001082986, + "name": "" + }, + "body": "Ex-Twitter executives tell a US House committee they made a mistake by blocking tweets about a laptop said to belong to Hunter Biden, but say government officials were not involved\n WASHINGTON, DC, USA \u2013 Former Twitter executives told a Republican-led US House committee on Wednesday, February 8, that they made a mistake by blocking tweets about a laptop said to belong to President Joe Biden's son Hunter but said government officials were not involved.\n At a combative day-long hearing before the House of Representatives Oversight Committee, Republicans claimed that Twitter cooperated with government officials and the news media to suppress a New York Post article on the laptop's contents, two weeks ahead of Biden's 2020 election victory over former President Donald Trump, a Republican.\n The committee's witnesses, three former Twitter executives, said in subpoenaed testimony that they mistakenly believed the Post article contained hacked material and reversed their decision to limit its circulation on the social media platform within 24 hours.\n Democrats accused Republicans of pursuing a politically motivated fishing expedition against Biden and raised concerns about witness intimidation after a Republican lawmaker warned the former executives that they would be held accountable for activities she deemed \u201chighly illegal.\u201d\n The proceedings, which came a day after Biden offered to work with Republicans on some of the nation's toughest problems in his State of the Union address , represented the first public hearing of an investigation into the Biden family's business dealings that Republicans promised their most hardline supporters during last year's midterm election campaign.\n The White House issued a statement denouncing the hearing as \u201ca bizarre political stunt\u201d motivated by denial of Biden's election victory over Trump, who continues to claim falsely that his defeat was the result of fraud.\n \u201cAmerica witnessed a coordinated campaign by social media companies, mainstream news and the intelligence community to suppress and de-legitimize the existence of Hunter Biden's laptop and its contents,\u201d committee Chairman James Comer said at the outset of the proceedings.\n Hunter Biden's attorney Abbe Lowell has denied in a statement any connection between his client and what he called the \u201cso-called laptop,\u201d including contents that Republicans \u201callege to be Mr. Biden's personal data.\u201d\n Yoel Roth, Twitter's former head of trust and safety, testified that the team responsible for enforcing rules on content was separate from Twitter personnel involved in government relations.\n He said Twitter was trying to avoid the kind of interference that occurred in 2016, when Russian officials allegedly hacked Democratic National Committee computers and disseminated material through social media.\n The Twitter executives also said company policy sought to mitigate content that could lead to political violence, such as what later occurred in the January 6, 2021, attack on the US Capitol by Trump's supporters.\n \u201cI am here to tell you that doing nothing is not an option. If we continue to do nothing, violence is going to happen again,\u201d said Anika Collier Navaroli, a former member of Twitter's U.S. safety policy team.\n Democrats raised concerns about witness intimidation after Republican Representative Anna Paulina Luna presented what she called proof that Twitter and the federal government had acted jointly to censor Americans.\n \u201cIt's highly illegal. You were all engaged in this action. And I want you to know that you will all be held accountable,\u201d Luna told the witnesses.\n Representative Jamie Raskin, the panel's top Democrat, urged members to keep in mind that Twitter is a private company with the power to choose its own content.\n \u201cIt's even more important now that we have members who are actually threatening witnesses with arrest and prosecution for clearly imaginary offenses,\u201d Raskin said. \u2013 Rappler.com\n Add a comment", + "categories": [ + { + "id": "IAB11-4", + "label": "Politics", + "score": 0.28, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB11" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB11-4" + } + }, + { + "id": "IAB11", + "label": "Law, Gov\u2019t & Politics", + "score": 0.22, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB11" + } + }, + { + "id": "11025000", + "label": "freedom of the press", + "score": 0.06, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/11000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/11025000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + }, + { + "id": "ay.pol", + "label": "Politics and Government", + "score": 0.7, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.pol" + } + }, + { + "id": "ay.pol.party", + "label": "Political Parties", + "score": 0.7, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.pol.politics" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.pol.party" + } + }, + { + "id": "ay.pol.politics", + "label": "Politics", + "score": 0.7, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.pol" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.pol.politics" + } + } + ], + "industries": [ + { + "id": "in.infomed", + "label": "Information and Media", + "score": 0.9, + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed" + } + }, + { + "id": "in.infomed.internet", + "label": "Internet Media", + "score": 0.9, + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/industries/in.infomed.internet" + } + } + ], + "characters_count": 3964, + "clusters": [ + 432582534 + ], + "entities": [ + { + "id": "Q29468", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Republican_Party_(United_States)", + "wikidata": "https://www.wikidata.org/wiki/Q29468" + }, + "stock_tickers": [], + "types": [ + "Organization", + "Political_organisation", + "Nonprofit_organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.64 + }, + "overall_prominence": 0.98, + "overall_frequency": 10, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Republican", + "frequency": 4, + "mentions": [ + { + "index": { + "start": 237, + "end": 247 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.49 + } + }, + { + "index": { + "start": 785, + "end": 795 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + } + }, + { + "index": { + "start": 1216, + "end": 1226 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + } + }, + { + "index": { + "start": 3319, + "end": 3329 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + } + } + ] + }, + { + "text": "Republicans", + "frequency": 5, + "mentions": [ + { + "index": { + "start": 547, + "end": 558 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + } + }, + { + "index": { + "start": 1080, + "end": 1091 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.57 + } + }, + { + "index": { + "start": 1414, + "end": 1425 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.63 + } + }, + { + "index": { + "start": 1608, + "end": 1619 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.66 + } + }, + { + "index": { + "start": 2370, + "end": 2381 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "Republicans", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 26, + "end": 37 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Organization", + "Company", + "Product_(business)", + "Community" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.98, + "overall_frequency": 11, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 10, + "mentions": [ + { + "index": { + "start": 211, + "end": 218 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + } + }, + { + "index": { + "start": 572, + "end": 579 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.63 + } + }, + { + "index": { + "start": 839, + "end": 846 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + } + }, + { + "index": { + "start": 2437, + "end": 2444 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + }, + { + "index": { + "start": 2565, + "end": 2572 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + } + }, + { + "index": { + "start": 2627, + "end": 2634 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.58 + } + }, + { + "index": { + "start": 2837, + "end": 2844 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.53 + } + }, + { + "index": { + "start": 3223, + "end": 3230 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + }, + { + "index": { + "start": 3400, + "end": 3407 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + } + }, + { + "index": { + "start": 3715, + "end": 3722 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.85 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 7, + "end": 14 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q5944264", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Hunter_Biden", + "wikidata": "https://www.wikidata.org/wiki/Q5944264" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.51 + }, + "overall_prominence": 0.98, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.51 + }, + "surface_forms": [ + { + "text": "Hunter Biden", + "frequency": 3, + "mentions": [ + { + "index": { + "start": 120, + "end": 132 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + } + }, + { + "index": { + "start": 2094, + "end": 2106 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.52 + } + }, + { + "index": { + "start": 2207, + "end": 2219 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q11701", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/United_States_House_of_Representatives", + "wikidata": "https://www.wikidata.org/wiki/Q11701" + }, + "stock_tickers": [], + "types": [ + "Deliberative_assembly", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "overall_prominence": 0.98, + "overall_frequency": 2, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "US House", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 29, + "end": 37 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + }, + { + "index": { + "start": 252, + "end": 260 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N211574202838091865573914468345821116963", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "overall_prominence": 0.93, + "overall_frequency": 1, + "body": { + "surface_forms": [] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + }, + "surface_forms": [ + { + "text": "Hunter Biden", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 52, + "end": 64 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.58 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q30", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/United_States", + "wikidata": "https://www.wikidata.org/wiki/Q30" + }, + "stock_tickers": [], + "types": [ + "Organization", + "State_(polity)", + "Location", + "Sovereign_state", + "Country", + "Community" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.61 + }, + "overall_prominence": 0.91, + "overall_frequency": 5, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "USA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 198, + "end": 201 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + } + } + ] + }, + { + "text": "America", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1932, + "end": 1939 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.54 + } + } + ] + }, + { + "text": "US", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3013, + "end": 3015 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + } + } + ] + }, + { + "text": "U.S.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3233, + "end": 3237 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.74 + } + } + ] + }, + { + "text": "Americans", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3463, + "end": 3472 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N247698092592517274472834910083538329139", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.52 + }, + "overall_prominence": 0.89, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + }, + "surface_forms": [ + { + "text": "Ex-Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 10 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.52 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q6279", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Joe_Biden", + "wikidata": "https://www.wikidata.org/wiki/Q6279" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.64, + "overall_frequency": 7, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "Joe Biden", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 384, + "end": 393 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + } + } + ] + }, + { + "text": "Biden", + "frequency": 6, + "mentions": [ + { + "index": { + "start": 717, + "end": 722 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.59 + } + }, + { + "index": { + "start": 1155, + "end": 1160 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.71 + } + }, + { + "index": { + "start": 1387, + "end": 1392 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + }, + { + "index": { + "start": 1570, + "end": 1575 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.63 + } + }, + { + "index": { + "start": 1820, + "end": 1825 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + } + }, + { + "index": { + "start": 2400, + "end": 2405 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N168282578336793216992503781198008900907", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "overall_prominence": 0.63, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "WASHINGTON", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 182, + "end": 192 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N275762344202067582057073490864485057291", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.49 + }, + "overall_prominence": 0.61, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + }, + "surface_forms": [ + { + "text": "DC", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 194, + "end": 196 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q22686", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Donald_Trump", + "wikidata": "https://www.wikidata.org/wiki/Q22686" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "overall_prominence": 0.32, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "Donald Trump", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 769, + "end": 781 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + } + } + ] + }, + { + "text": "Trump", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 1850, + "end": 1855 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + } + }, + { + "index": { + "start": 3027, + "end": 3032 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.55 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q1638164", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Hunter_Region", + "wikidata": "https://www.wikidata.org/wiki/Q1638164" + }, + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.49 + }, + "overall_prominence": 0.32, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + }, + "surface_forms": [ + { + "text": "Hunter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 400, + "end": 406 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.49 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q29552", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Democratic_Party_(United_States)", + "wikidata": "https://www.wikidata.org/wiki/Q29552" + }, + "stock_tickers": [], + "types": [ + "Organization", + "Political_organisation", + "Nonprofit_organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.62 + }, + "overall_prominence": 0.32, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + }, + "surface_forms": [ + { + "text": "Democrats", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 1062, + "end": 1071 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.57 + } + }, + { + "index": { + "start": 3260, + "end": 3269 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.66 + } + } + ] + }, + { + "text": "Democrat", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3670, + "end": 3678 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N310875451723994615006342639980981918056", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.6 + }, + "overall_prominence": 0.17, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "House of Representatives Oversight Committee", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 501, + "end": 545 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.6 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q211374", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/New_York_Post", + "wikidata": "https://www.wikidata.org/wiki/Q211374" + }, + "stock_tickers": [], + "types": [ + "Newspaper", + "Business", + "Organization", + "Product_(business)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "New York Post", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 650, + "end": 663 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q180997", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Post_mill", + "wikidata": "https://www.wikidata.org/wiki/Q180997" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.54 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + }, + "surface_forms": [ + { + "text": "Post", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 922, + "end": 926 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.54 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q640835", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Jamie_Raskin", + "wikidata": "https://www.wikidata.org/wiki/Q640835" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.76 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.76 + }, + "surface_forms": [ + { + "text": "Jamie Raskin", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3640, + "end": 3652 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.76 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q35525", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/White_House", + "wikidata": "https://www.wikidata.org/wiki/Q35525" + }, + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.69 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.69 + }, + "surface_forms": [ + { + "text": "The White House", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1708, + "end": 1723 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.69 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q4663919", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Abbe_Lowell", + "wikidata": "https://www.wikidata.org/wiki/Q4663919" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.62 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + }, + "surface_forms": [ + { + "text": "Abbe Lowell", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2231, + "end": 2242 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q6131602", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/James_Comer_(politician)", + "wikidata": "https://www.wikidata.org/wiki/Q6131602" + }, + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.5 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "James Comer", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2154, + "end": 2165 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N154715121813236868617978252817003597359", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.77 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + }, + "surface_forms": [ + { + "text": "Anika Collier Navaroli", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3180, + "end": 3202 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N52982090289004305913337590938098935352", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.68 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "Anna Paulina Luna", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3345, + "end": 3362 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N340187302079246405275177855409075581167", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "Capitol", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3016, + "end": 3023 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q159", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Russia", + "wikidata": "https://www.wikidata.org/wiki/Q159" + }, + "stock_tickers": [], + "types": [ + "Organization", + "State_(polity)", + "Location", + "Sovereign_state", + "Country", + "Community" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.52 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.52 + }, + "surface_forms": [ + { + "text": "Russian", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2708, + "end": 2715 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.52 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N274986307213759735044591073590014026821", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "Yoel Roth", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2426, + "end": 2435 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N93890440391145565722790578123292562525", + "stock_tickers": [], + "types": [ + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.62 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + }, + "surface_forms": [ + { + "text": "State", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1475, + "end": 1480 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.62 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q14903716", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Rappler", + "wikidata": "https://www.wikidata.org/wiki/Q14903716" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization", + "Company" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.8 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.8 + }, + "surface_forms": [ + { + "text": "Rappler.com", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3954, + "end": 3965 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.8 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q2131972", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Raskin", + "wikidata": "https://www.wikidata.org/wiki/Q2131972" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.63 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + }, + "surface_forms": [ + { + "text": "Raskin", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3939, + "end": 3945 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.63 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q405", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Moon", + "wikidata": "https://www.wikidata.org/wiki/Q405" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.78 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.78 + }, + "surface_forms": [ + { + "text": "Luna", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 3598, + "end": 3602 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.78 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q1185863", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Democratic_National_Committee", + "wikidata": "https://www.wikidata.org/wiki/Q1185863" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.55 + }, + "overall_prominence": 0.02, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.55 + }, + "surface_forms": [ + { + "text": "Democratic National Committee", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 2743, + "end": 2772 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.55 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#WhiteHouse", + "#Twitter", + "#WitnessTampering", + "#WashingtonDC", + "#UnitedStatesPresidentialElection2020", + "#UnitedStatesCapitol", + "#SocialMedia", + "#RussianLanguage", + "#RepublicanParty", + "#Rappler", + "#PresidentOfTheUnitedStates", + "#PoliticalViolence", + "#PersonallyIdentifiableInformation", + "#NewYorkPost", + "#MidtermElection", + "#Lawyer", + "#JoeBiden", + "#JamieRaskin", + "#Intelligence", + "#Fraud", + "#DonaldTrump", + "#DemocraticParty", + "#DemocraticNationalCommittee" + ], + "id": 5284546296, + "keywords": [ + "witnesses", + "Twitter", + "Trump", + "Republicans", + "Donald Trump", + "WASHINGTON", + "Rappler.com", + "2020 election", + "Luna", + "White House", + "Ex-Twitter", + "attorney", + "fraud", + "personal data", + "Abbe Lowell", + "government", + "media", + "USA", + "US Capitol", + "political violence", + "Democrat", + "witness intimidation", + "James Comer", + "Russian", + "President", + "former", + "Republican", + "social media", + "Biden", + "Post", + "US House", + "State", + "laptop", + "Raskin", + "Joe Biden", + "DC", + "US", + "\u201cAmerica", + "Hunter Biden", + "Hunter", + "Yoel Roth", + "Capitol", + "Jamie Raskin", + "U.S", + "WASHINGTON, DC" + ], + "language": "en", + "links": { + "permalink": "https://www.rappler.com/technology/social-media/former-twitter-executives-tell-republicans-erred-hunter-biden-laptop-story/", + "related_stories": "/related_stories?story_id=5284546296", + "clusters": "/stories?clusters[]=432582534" + }, + "media": [ + { + "format": "JPEG", + "height": 667, + "type": "image", + "url": "https://www.rappler.com/tachyon/2023/02/james-comer-twitter-hearing-february-8-2023-reuters.jpg", + "width": 1000 + } + ], + "paragraphs_count": 18, + "published_datetime": "2023-02-09T00:00:29Z", + "published_at": "2023-02-09T00:00:55Z", + "sentences_count": 20, + "sentiment": { + "body": { + "polarity": "neutral", + "score": 0.51 + }, + "title": { + "polarity": "neutral", + "score": 0.96 + } + }, + "source": { + "domain": "rappler.com", + "home_page_url": "https://www.rappler.com/", + "id": 1402, + "locations": [ + { + "city": "", + "country": "PH", + "state": "" + } + ], + "name": "Rappler", + "rankings": { + "alexa": [ + { + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 1336 + }, + { + "country": "VN", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 11445 + }, + { + "country": "IN", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 68981 + }, + { + "country": "KW", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 5498 + }, + { + "country": "ID", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 5175 + }, + { + "country": "SG", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 1195 + }, + { + "country": "TH", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 7987 + }, + { + "country": "AT", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 4250 + }, + { + "country": "TR", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 55626 + }, + { + "country": "MY", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 5264 + }, + { + "country": "RU", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 74834 + }, + { + "country": "TW", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 14557 + }, + { + "country": "PH", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 13 + }, + { + "country": "ES", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 8033 + }, + { + "country": "AZ", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 26270 + }, + { + "country": "NZ", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 2205 + }, + { + "country": "US", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 6076 + }, + { + "country": "MV", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 99 + }, + { + "country": "BH", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 1965 + }, + { + "country": "HK", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 2851 + }, + { + "country": "MM", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 4342 + }, + { + "country": "IE", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 1935 + }, + { + "country": "BE", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 4507 + }, + { + "country": "AU", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 3950 + }, + { + "country": "SA", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 4443 + }, + { + "country": "FI", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 1940 + }, + { + "country": "MN", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 414 + }, + { + "country": "NO", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 3535 + }, + { + "country": "CH", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 21762 + }, + { + "country": "SE", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 6267 + }, + { + "country": "AE", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 968 + }, + { + "country": "GB", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 6124 + }, + { + "country": "FR", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 9932 + }, + { + "country": "KR", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 4796 + }, + { + "country": "IT", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 5852 + }, + { + "country": "GR", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 7319 + }, + { + "country": "ZA", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 23579 + }, + { + "country": "QA", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 2370 + }, + { + "country": "NL", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 10869 + }, + { + "country": "CA", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 2445 + }, + { + "country": "BM", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 147 + }, + { + "country": "JP", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 30222 + }, + { + "country": "DE", + "fetched_at": "2021-12-11T02:01:26.882984684Z", + "rank": 2416 + } + ] + }, + "scopes": [ + { + "city": "", + "country": "PH", + "level": "national", + "state": "" + } + ] + }, + "summary": { + "sentences": [ + "Ex-Twitter executives tell a US House committee they made a mistake by blocking tweets about a laptop said to belong to Hunter Biden, but say government officials were not involved\n WASHINGTON, DC, USA \u2013 Former Twitter executives told a Republican-led US House committee on Wednesday, February 8, that they made a mistake by blocking tweets about a laptop said to belong to President Joe Biden's son Hunter but said government officials were not involved.\n ", + "At a combative day-long hearing before the House of Representatives Oversight Committee, Republicans claimed that Twitter cooperated with government officials and the news media to suppress a New York Post article on the laptop's contents, two weeks ahead of Biden's 2020 election victory over former President Donald Trump, a Republican.\n ", + "Hunter Biden's attorney Abbe Lowell has denied in a statement any connection between his client and what he called the \u201cso-called laptop,\u201d including contents that Republicans \u201callege to be Mr. Biden's personal data.\u201d\n Yoel Roth, Twitter's former head of trust and safety, testified that the team responsible for enforcing rules on content was separate from Twitter personnel involved in government relations.\n ", + "Democrats accused Republicans of pursuing a politically motivated fishing expedition against Biden and raised concerns about witness intimidation after a Republican lawmaker warned the former executives that they would be held accountable for activities she deemed \u201chighly illegal.\u201d\n The proceedings, which came a day after Biden offered to work with Republicans on some of the nation's toughest problems in his State of the Union address , represented the first public hearing of an investigation into the Biden family's business dealings that Republicans promised their most hardline supporters during last year's midterm election campaign.\n ", + "\u201cAmerica witnessed a coordinated campaign by social media companies, mainstream news and the intelligence community to suppress and de-legitimize the existence of Hunter Biden's laptop and its contents,\u201d committee Chairman James Comer said at the outset of the proceedings.\n " + ] + }, + "title": "Former Twitter execs tell Republicans they erred on Hunter Biden laptop story", + "words_count": 624, + "license_type": 0 + }, + { + "author": { + "id": 19053737, + "name": "(John Loeffler)" + }, + "body": "If you're trying to Tweet and you're getting errors that keep you from engaging with the Internet's public square, you're not alone. Thousands of users from across the world are reporting that they can't access Twitter right now, many of us at TechRadar included.\n\nWe still don't know what's happened yet, but we're bringing you the latest on what is going on and when we can expect to get service restored.\n\nTwitter is down across the world right now and we're busy digging into what has caused the widespread outage affecting at least the US and UK.", + "categories": [ + { + "id": "IAB26-3", + "label": "Spyware/Malware", + "score": 0.32, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26-3" + } + }, + { + "id": "IAB19-15", + "label": "Email", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB26", + "score": 0.08, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB26" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.07, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.11, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 547, + "clusters": [], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Organization", + "Software", + "Community", + "Company", + "Product_(business)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "overall_prominence": 0.98, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.62 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 211, + "end": 218 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.58 + } + }, + { + "index": { + "start": 409, + "end": 416 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.67 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q611515", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/TechRadar", + "wikidata": "https://www.wikidata.org/wiki/Q611515" + }, + "stock_tickers": [], + "types": [ + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.68 + }, + "overall_prominence": 0.55, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "TechRadar", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 244, + "end": 253 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.68 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q30", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/United_States", + "wikidata": "https://www.wikidata.org/wiki/Q30" + }, + "stock_tickers": [], + "types": [ + "Sovereign_state", + "State_(polity)", + "Organization", + "Community", + "Country", + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.78 + }, + "overall_prominence": 0.13, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.78 + }, + "surface_forms": [ + { + "text": "US", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 541, + "end": 543 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.78 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q145", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/United_Kingdom", + "wikidata": "https://www.wikidata.org/wiki/Q145" + }, + "stock_tickers": [], + "types": [ + "Sovereign_state", + "State_(polity)", + "Organization", + "Island_country", + "Community", + "Country", + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.75 + }, + "overall_prominence": 0.12, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.75 + }, + "surface_forms": [ + { + "text": "UK", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 548, + "end": 550 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.75 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#TownSquare", + "#TechRadar", + "#Internet" + ], + "id": 5284546681, + "keywords": [ + "outage", + "Twitter", + "world", + "TechRadar", + "square", + "errors", + "public square", + "public", + "US", + "Internet", + "service", + "Tweet", + "UK" + ], + "language": "en", + "links": { + "permalink": "", + "related_stories": "/related_stories?story_id=5284546681" + }, + "media": [], + "paragraphs_count": 3, + "published_datetime": "2023-02-08T23:30:00Z", + "published_at": "2023-02-09T00:01:01Z", + "sentences_count": 4, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.61 + }, + "title": { + "polarity": "negative", + "score": 0.59 + } + }, + "source": { + "domain": "techradar.com", + "home_page_url": "https://www.techradar.com/", + "id": 2448, + "locations": [], + "name": "TechRadar", + "rankings": { + "alexa": [ + { + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 561 + }, + { + "country": "IN", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 337 + }, + { + "country": "ID", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1455 + }, + { + "country": "EG", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 682 + }, + { + "country": "SG", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 309 + }, + { + "country": "BD", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 367 + }, + { + "country": "TR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1200 + }, + { + "country": "MY", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 615 + }, + { + "country": "PH", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 368 + }, + { + "country": "PK", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 280 + }, + { + "country": "US", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 418 + }, + { + "country": "HK", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 540 + }, + { + "country": "IR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1268 + }, + { + "country": "BE", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 438 + }, + { + "country": "AU", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 288 + }, + { + "country": "SA", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 687 + }, + { + "country": "CH", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 602 + }, + { + "country": "NG", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 370 + }, + { + "country": "SE", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 453 + }, + { + "country": "AE", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 346 + }, + { + "country": "GB", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 263 + }, + { + "country": "FR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 3204 + }, + { + "country": "KR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1473 + }, + { + "country": "BR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1542 + }, + { + "country": "IT", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 2173 + }, + { + "country": "GR", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 868 + }, + { + "country": "ZA", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 407 + }, + { + "country": "MX", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 1105 + }, + { + "country": "DZ", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 665 + }, + { + "country": "QA", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 294 + }, + { + "country": "NL", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 479 + }, + { + "country": "CA", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 416 + }, + { + "country": "JP", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 2984 + }, + { + "country": "DE", + "fetched_at": "2020-06-22T11:56:23.957405908Z", + "rank": 2186 + } + ] + }, + "scopes": [] + }, + "summary": { + "sentences": [ + "If you're trying to Tweet and you're getting errors that keep you from engaging with the Internet's public square, you're not alone.", + "Twitter is down across the world right now and we're busy digging into what has caused the widespread outage affecting at least the US and UK.", + "Thousands of users from across the world are reporting that they can't access Twitter right now, many of us at TechRadar included.\n\n" + ] + }, + "title": "Twitter outage: what happened, when will service be restored, and more", + "words_count": 106, + "license_type": 1 + }, + { + "author": { + "id": 3038214, + "name": "" + }, + "body": "Disney earnings: Twitter has thoughts on layoffs, password-sharing, and streaming prices\nIn After the Call, Yahoo Finance\u2019s Allie Canal discusses the conversation on Twitter and social media in reaction to Disney\u2019s first-quarter earnings call.", + "categories": [ + { + "id": "IAB13-11", + "label": "Stocks", + "score": 0.12, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB13" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB13-11" + } + }, + { + "id": "IAB13", + "label": "Personal Finance", + "score": 0.11, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB13" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.94, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.biz.layoffs", + "label": "Layoffs", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.laboremp", + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.spec.adverse" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.biz.layoffs" + } + }, + { + "id": "ay.fin", + "label": "Finance", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.fin" + } + }, + { + "id": "ay.fin.biz", + "label": "Business Finance and Financing", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.fin" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.fin.biz" + } + }, + { + "id": "ay.fin.reports", + "label": "Corporate Earnings", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.fin.biz", + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.impact" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.fin.reports" + } + }, + { + "id": "ay.impact", + "label": "Trading Impact (ICE Codes) Important Corporate Events", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.impact" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.laboremp", + "label": "Labor and Employment", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.laboremp" + } + }, + { + "id": "ay.spec", + "label": "Structured Content", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.spec" + } + }, + { + "id": "ay.spec.adverse", + "label": "Adverse Events", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.spec" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.spec.adverse" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.govtcuts", + "label": "Public Sector Layoffs", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.biz.layoffs" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.govtcuts" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 0.8, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 242, + "clusters": [], + "entities": [ + { + "id": "Q7414", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/The_Walt_Disney_Company", + "wikidata": "https://www.wikidata.org/wiki/Q7414" + }, + "stock_tickers": [ + "DIS" + ], + "types": [ + "Business", + "Organization", + "Company" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.79 + }, + "overall_prominence": 0.98, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.85 + }, + "surface_forms": [ + { + "text": "Disney", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 0, + "end": 6 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.86 + } + }, + { + "index": { + "start": 206, + "end": 212 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.85 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + }, + "surface_forms": [ + { + "text": "Disney", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 6 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.73 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [ + { + "id": "175778443" + } + ] + } + }, + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Organization", + "Software", + "Community", + "Company", + "Product_(business)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.83 + }, + "overall_prominence": 0.98, + "overall_frequency": 3, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.84 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 2, + "mentions": [ + { + "index": { + "start": 17, + "end": 24 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.84 + } + }, + { + "index": { + "start": 166, + "end": 173 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.84 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.81 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 17, + "end": 24 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.81 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q4053432", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Yahoo!_Finance", + "wikidata": "https://www.wikidata.org/wiki/Q4053432" + }, + "stock_tickers": [], + "types": [ + "Product_(business)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.85 + }, + "overall_prominence": 0.39, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.85 + }, + "surface_forms": [ + { + "text": "Yahoo Finance", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 108, + "end": 121 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.85 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N174293153509339667831773018330762741709", + "stock_tickers": [], + "types": [ + "Human" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.84 + }, + "overall_prominence": 0.34, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.84 + }, + "surface_forms": [ + { + "text": "Allie Canal", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 124, + "end": 135 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.84 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#TheWaltDisneyCompany", + "#Yahoo!Finance", + "#SocialMedia" + ], + "id": 5284547135, + "keywords": [ + "earnings", + "Finance", + "Twitter", + "prices", + "Allie Canal", + "Allie", + "social media", + "Yahoo Finance", + "conversation", + "Canal", + "Disney", + "reaction" + ], + "language": "en", + "links": { + "permalink": "https://sg.finance.yahoo.com/video/disney-earnings-twitter-thoughts-layoffs-230232664.html", + "related_stories": "/related_stories?story_id=5284547135" + }, + "media": [], + "paragraphs_count": 2, + "published_datetime": "2023-02-09T00:00:25Z", + "published_at": "2023-02-09T00:01:20Z", + "sentences_count": 2, + "sentiment": { + "body": { + "polarity": "positive", + "score": 0.48 + }, + "title": { + "polarity": "neutral", + "score": 0.99 + } + }, + "source": { + "domain": "sg.finance.yahoo.com", + "home_page_url": "https://www.sg.finance.yahoo.com/", + "id": 116424, + "locations": [ + { + "country": "SG" + } + ], + "name": "Yahoo Singapore Finance", + "scopes": [] + }, + "summary": { + "sentences": [ + "Disney earnings:", + "Twitter has thoughts on layoffs, password-sharing, and streaming prices\nIn After the Call, Yahoo Finance\u2019s Allie Canal discusses the conversation on Twitter and social media in reaction to Disney\u2019s first-quarter earnings call." + ] + }, + "title": "Disney earnings: Twitter has thoughts on layoffs, password-sharing, and streaming prices", + "words_count": 37, + "license_type": 0 + }, + { + "author": { + "id": 25519744, + "name": "Dylan Abad" + }, + "body": "TAMPA, Fla. ( WFLA Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit. Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you. Sorry for the trouble. We're aware and working to get this fixed.\u201d\n Some users reported successfully sending their tweets using the scheduling feature built into the program. The tweets could be scheduled to automatically post as little as one minute from the actual time.\n According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000. It is unclear if the outage and the update are connected.", + "categories": [ + { + "id": "IAB19-15", + "label": "Email", + "score": 0.13, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.11, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.24, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 1070, + "clusters": [ + 435920783 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Community", + "Company", + "Product_(business)", + "Organization" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.7 + }, + "overall_prominence": 0.98, + "overall_frequency": 5, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.79 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 4, + "mentions": [ + { + "index": { + "start": 91, + "end": 98 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + }, + { + "index": { + "start": 470, + "end": 477 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.81 + } + }, + { + "index": { + "start": 523, + "end": 530 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + }, + { + "index": { + "start": 932, + "end": 939 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.7 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N99469168061292276390953574836692725000", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.94, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "TAMPA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 5 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q812", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Florida", + "wikidata": "https://www.wikidata.org/wiki/Q812" + }, + "stock_tickers": [], + "types": [ + "Community", + "U.S._state", + "Location", + "State_(polity)", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.93, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "Fla.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 7, + "end": 11 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [ + { + "id": "004078374" + } + ] + } + }, + { + "id": "Q7949348", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/WFLA-TV", + "wikidata": "https://www.wikidata.org/wiki/Q7949348" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "overall_prominence": 0.92, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "WFLA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 14, + "end": 18 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N331865126185174013576024089563549577823", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "overall_prominence": 0.71, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "surface_forms": [ + { + "text": "Users", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 164, + "end": 169 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q2155573", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Technology_journalism", + "wikidata": "https://www.wikidata.org/wiki/Q2155573" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "overall_prominence": 0.05, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "technology news", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 868, + "end": 883 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#WFLA", + "#WFLA", + "#TampaFlorida", + "#TAMPA", + "#Scheduling", + "#ChickenDance", + "#AppleCommunity" + ], + "id": 5284547365, + "keywords": [ + "outage", + "Twitter", + "tweets", + "WFLA", + "tweeting", + "update", + "TAMPA", + "The tweets", + "Fla", + "tweet", + "Tweet", + "Users", + "scheduling", + "program", + "9to5Mac", + "daily", + "limit" + ], + "language": "en", + "links": { + "permalink": "https://www.wsav.com/news/national-news/twitter-experiencing-outages-nationwide/", + "related_stories": "/related_stories?story_id=5284547365", + "clusters": "/stories?clusters[]=435920783" + }, + "media": [], + "paragraphs_count": 6, + "published_datetime": "2023-02-08T23:59:56Z", + "published_at": "2023-02-09T00:01:38Z", + "sentences_count": 12, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.79 + }, + "title": { + "polarity": "neutral", + "score": 0.91 + } + }, + "source": { + "domain": "wsav.com", + "home_page_url": "https://www.wsav.com/", + "id": 120596, + "locations": [ + { + "country": "US" + } + ], + "name": "WSAV-TV", + "scopes": [] + }, + "summary": { + "sentences": [ + "TAMPA, Fla.", + "According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000.", + "Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you.", + "( WFLA Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.", + "Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit." + ] + }, + "title": "Twitter experiencing outages nationwide", + "words_count": 169, + "license_type": 0 + }, + { + "author": { + "id": 18890275, + "name": "Dylan Abad" + }, + "body": "TAMPA, Fla. ( WFLA Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.\n Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit. Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you. Sorry for the trouble. We're aware and working to get this fixed.\u201d\n Some users reported successfully sending their tweets using the scheduling feature built into the program. The tweets could be scheduled to automatically post as little as one minute from the actual time.\n According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000. It is unclear if the outage and the update are connected.\n Daily News", + "categories": [ + { + "id": "IAB19-15", + "label": "Email", + "score": 0.14, + "taxonomy": "iab-qag", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19-15" + } + }, + { + "id": "IAB19", + "label": "Technology & Computing", + "score": 0.1, + "taxonomy": "iab-qag", + "links": { + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iab-qag/IAB19" + } + }, + { + "id": "04010000", + "label": "media", + "score": 0.29, + "taxonomy": "iptc-subjectcode", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04000000" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/iptc-subjectcode/04010000" + } + }, + { + "id": "ay.lifesoc", + "label": "Life and Society", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + } + }, + { + "id": "ay.lifesoc.comm", + "label": "Communications", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + } + }, + { + "id": "ay.lifesoc.socmedia", + "label": "Social Media", + "score": 1, + "taxonomy": "aylien", + "links": { + "parents": [ + "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.comm" + ], + "self": "https://api.aylien.com/api/v1/classify/taxonomy/aylien/ay.lifesoc.socmedia" + } + } + ], + "industries": [], + "characters_count": 1082, + "clusters": [ + 435920783 + ], + "entities": [ + { + "id": "Q918", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Twitter", + "wikidata": "https://www.wikidata.org/wiki/Q918" + }, + "stock_tickers": [ + "TWTR" + ], + "types": [ + "Software", + "Organization", + "Company", + "Product_(business)", + "Community" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.7 + }, + "overall_prominence": 0.98, + "overall_frequency": 5, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.79 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 4, + "mentions": [ + { + "index": { + "start": 91, + "end": 98 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.67 + } + }, + { + "index": { + "start": 470, + "end": 477 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.81 + } + }, + { + "index": { + "start": 523, + "end": 530 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.77 + } + }, + { + "index": { + "start": 932, + "end": 939 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.7 + } + } + ] + } + ] + }, + "title": { + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + }, + "surface_forms": [ + { + "text": "Twitter", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 7 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.6 + } + } + ] + } + ] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N99469168061292276390953574836692725000", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.94, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "TAMPA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 0, + "end": 5 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q812", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Florida", + "wikidata": "https://www.wikidata.org/wiki/Q812" + }, + "stock_tickers": [], + "types": [ + "Organization", + "State_(polity)", + "Location", + "U.S._state", + "Community" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "overall_prominence": 0.93, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + }, + "surface_forms": [ + { + "text": "Fla.", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 7, + "end": 11 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.61 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [ + { + "id": "004078374" + } + ] + } + }, + { + "id": "Q7949348", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/WFLA-TV", + "wikidata": "https://www.wikidata.org/wiki/Q7949348" + }, + "stock_tickers": [], + "types": [ + "Business", + "Organization" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "overall_prominence": 0.92, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + }, + "surface_forms": [ + { + "text": "WFLA", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 14, + "end": 18 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.57 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "N331865126185174013576024089563549577823", + "stock_tickers": [], + "types": [ + "Location" + ], + "overall_sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "overall_prominence": 0.71, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + }, + "surface_forms": [ + { + "text": "Users", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 164, + "end": 169 + }, + "sentiment": { + "polarity": "negative", + "confidence": 0.76 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q2155573", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/Technology_journalism", + "wikidata": "https://www.wikidata.org/wiki/Q2155573" + }, + "stock_tickers": [], + "types": [], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "overall_prominence": 0.05, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + }, + "surface_forms": [ + { + "text": "technology news", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 868, + "end": 883 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.68 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + }, + { + "id": "Q627827", + "links": { + "wikipedia": "https://en.wikipedia.org/wiki/New_York_Daily_News", + "wikidata": "https://www.wikidata.org/wiki/Q627827" + }, + "stock_tickers": [], + "types": [ + "Newspaper", + "Business", + "Organization", + "Product_(business)" + ], + "overall_sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "overall_prominence": 0.05, + "overall_frequency": 1, + "body": { + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + }, + "surface_forms": [ + { + "text": "Daily News", + "frequency": 1, + "mentions": [ + { + "index": { + "start": 1078, + "end": 1088 + }, + "sentiment": { + "polarity": "neutral", + "confidence": 0.5 + } + } + ] + } + ] + }, + "title": { + "surface_forms": [] + }, + "external_ids": { + "duns": [] + } + } + ], + "hashtags": [ + "#Twitter", + "#WFLA", + "#WFLA", + "#TampaFlorida", + "#TAMPA", + "#Scheduling", + "#ChickenDance", + "#AppleCommunity" + ], + "id": 5284547641, + "keywords": [ + "outage", + "Twitter", + "tweets", + "WFLA", + "tweeting", + "update", + "TAMPA", + "The tweets", + "Fla", + "tweet", + "Tweet", + "Users", + "Daily News", + "scheduling", + "program", + "9to5Mac", + "daily", + "limit" + ], + "language": "en", + "links": { + "permalink": "https://www.news10.com/news/national/twitter-experiencing-outages-nationwide/", + "related_stories": "/related_stories?story_id=5284547641", + "clusters": "/stories?clusters[]=435920783" + }, + "media": [ + { + "format": "JPEG", + "height": 853, + "type": "image", + "url": "https://www.news10.com/wp-content/uploads/sites/64/2023/02/fe11b44b61944ca7a20f621481b99a2b.jpg?w=1280", + "width": 1280 + } + ], + "paragraphs_count": 7, + "published_datetime": "2023-02-09T00:00:39Z", + "published_at": "2023-02-09T00:02:20Z", + "sentences_count": 13, + "sentiment": { + "body": { + "polarity": "negative", + "score": 0.79 + }, + "title": { + "polarity": "neutral", + "score": 0.91 + } + }, + "source": { + "domain": "news10.com", + "home_page_url": "https://www.news10.com/", + "id": 117968, + "locations": [ + { + "country": "US" + } + ], + "name": "News10", + "scopes": [] + }, + "summary": { + "sentences": [ + "TAMPA, Fla.", + "According to technology news outlet 9to5Mac , the outage comes shortly after Twitter launched an update increasing the maximum character count per tweet to 4,000.", + "Please try again tomorrow.\u201d\n Others received the error, \u201cYou are over the daily limit for sending Tweets.\u201d\n Nearly an hour after initial outage reports appeared, Twitter Support acknowledged the problem tweeting , \u201cTwitter may not be working as expected for some of you.", + "( WFLA Website status monitoring program, \u201c Downdetector ,\u201d showed a spike in Twitter outage reports around the 10,000 mark late Wednesday afternoon.", + "Users attempting to post a tweet were met with a message that reads, \u201cTweet from [user's account] failed: You reached your daily tweet limit." + ] + }, + "title": "Twitter experiencing outages nationwide", + "words_count": 171, + "license_type": 0 + } +] \ No newline at end of file From 9119a8b5f8c31bbd6978bff8505fd645532e61e2 Mon Sep 17 00:00:00 2001 From: Chris Hokamp Date: Thu, 2 Mar 2023 23:42:43 +0000 Subject: [PATCH 3/3] add example dataset creation to README --- README.md | 14 ++++++++++++++ 1 file changed, 14 insertions(+) diff --git a/README.md b/README.md index b9e0c8a..2e08b30 100644 --- a/README.md +++ b/README.md @@ -2,6 +2,20 @@ Check out this [colab notebook](https://drive.google.com/file/d/1iTjjeSt1S5WF0jJItH31DRe2C3IkZvz5/view?usp=sharing) to see some of the things you can do with the news-signals library. +## Generating a new Dataset + +```shell + +python bin/generate_dataset.py \ + --start 2022/01/01 \ + --end 2022/02/01 \ + --input-csv resources/test/nasdaq100.small.csv \ + --id-field "Wikidata ID" \ + --name-field "Wikidata Label" \ + --output-dataset-dir sample_dataset_output + +``` + #### Install news-signals in a new environment