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Sentiment Analysis for Low Resourced Languages on Social

Sentiment Indicator Definition - Investopedi

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Market Sentiment Definitio

  1. Because sentiment accuracy depends on so many factors: the type of data you're dealing with, the people who hand-tagged your sentiment library, how much sleep they each got the night before, the complexity of the language that your industry uses (financial and medical data is particularly arcane) the list goes on. That said, it's natural to want to know how something will perform. And I.
  2. e whether user responses for a survey are considered positive, negative, or neutral. Activate the Sentiment Analysis (com.snc.sentiment_analysis) plugin. For a survey, you can select questions that should be used for analysis. The survey responses of these questions are sent to the thirdparty platforms for analysis through the specified connector configurations
  3. ute-by-
  4. When sentiment is low, subsequent returns are higher on very young (newly listed) stocks than older stocks, high-return volatility than low-return volatility stocks, unprofitable stocks than profitable ones, and nonpayers than dividend payers. When sentiment is high, these patterns completely reverse. In other words, several characteristics that do not have any unconditional predictive power actually display sign-flipping predictive ability, in the hypothesized directions, once one.
  5. The low appraisal means you either need more equity or you cannot proceed with the loan. Of the sentiment index's three components, current sales conditions fell 2 points to 86

Investor sentiment and the MAX effect - ScienceDirec

  1. Bias And Sentiment Strength (BASS) Indicator by mattzab. Bias And Sentiment Strength (BASS) Indicator is designed to be a quick visualization as to the market strength. Pair with Alligator, MACD, or Moving Average lines on your chart for good results. How to use this indicator: Blue above 0 is positive sentiment, red below 0 is negative sentiment
  2. Total sentiment, particularly its global component, is a contrarian predictor of country-level market returns — high investor sentiment predicts low future returns and vice versa. Results were similar for both value-weighted and equal-weighted market returns and for non-U.S. markets. The economic significance of the effect is nontrivial. A one-standard-deviation increase in a country's total investor sentiment index was associated with 3.5 percent per year lower value-weighted.
  3. Our key finding is that the sentiment-driven pricing of earnings will differ between the two periods. Specifically, during high-sentiment (low-sentiment) periods, the stock price sensitivity to good (bad) earnings news increases (decreases) with investor sentiment, whereas the stock price sensitivity to bad (good) earnings news is unrelated to investor sentiment. Additionally, we find that the effect of sentiment is more pronounced for young, high volatility, growth and distressed.
  4. Wall Street IG Client Sentiment: Our data shows traders are now at their most net-long Wall Street since Oct 30 when Wall Street traded near 26,509.50

It is obvious that VADER is a reliable tool to perform sentiment analysis, especially in social media comments. As we can see from the box plot above, the positive labels achieved much higher score compound score and the majority is higher than 0.5. On contrary, the negative labels got a very low compound score, with the majority to lie below 0 low sentiment periods. Time-series regressions confirm the absence of a relation between 3Chen, Novy-Marx, and Zhang (2010) report that these anomalies are especially hard to explain using traditional asset pricing models such as the CAPM or Fama-French 3-factor model. 2. benchmark-adjusted long-leg returns and investor sentiment. Perhaps the study most closely related to ours is that of. Sentiment is highest just before major market tops, and lowest just before major market bottoms. By using sentiment analysis, investors can attempt to determine when the market is being driven by emotion rather than by rational decision making. They can pick up changes in sentiment before there is any news to explain the behaviour of stock prices

Investor Sentiment in the Stock Marke

Shorting is much less profitable after periods of low sentiment. The results tease out the role of sentiment in the stock pricing anomalies. Among the firms with high asset growth, the effect was. Many translated example sentences containing low consumer sentiment - French-English dictionary and search engine for French translations Sentiment analysis - otherwise known as opinion mining - is a much bandied about but often misunderstood term. In essence, it is the process of determining the emotional tone behind a series of words, used to gain an understanding of the the attitudes, opinions and emotions expressed within an online mention When sentiment is low, subsequent returns are higher on very young (newly listed) stocks than older stocks, high-return volatility than low-return volatility stocks, unprofitable stocks than profitable ones, and nonpayers than dividend payers. When sentiment is high, these patterns completely reverse. In other words, several characteristics that do not have any unconditional predictive power.

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Here, lower int rates was not enough to offset low bearish sentiment as prices fell. II. Dumb Money/Smart Money Indicators The option-based Dumb Money/Smart Money Indicator as short/INT term (outlook 2 to 4 mns/weeks) bearish sentiment was relatively unchanged as the SPX moved to new highs. And the sister options Hedge Spread bearish sentiment as a ST/INT indicator (1-3 mns) continues to work. low_pass_size = 5, x_reverse_len = 100, scale_vals = FALSE, scale_range = FALSE) Arguments raw_values the raw sentiment values calculated for each sentence low_pass_size The number of components to retain in the low pass filtering. Default = 5 x_reverse_len the number of values to return via decimation. Default = 10

MonkeyLearn is a user-friendly, no code, low code platform that can help you identify sentiment in emails. This tutorial will walk you through all the steps required to start analyzing sentiment on business emails right away: Data Gathering: Collecting Email Data; Preparing and Cleaning Email Data; Analyzing Sentiment of Incoming Emails; 1. Data Gathering: Collecting Email Data. The first step. To get the sentiments of tweets, We can use the Naive Bayes classification algorithm, which is simply the application of Bayes rule. Bayes Rule. Bayes rule is merely describing the probability of an event on prior knowledge of the occurrence of another event related to it. Then the probability of occurrence of event A given that event B has already occurred is. And for the probability of. low investor sentiment, resulting in downward pressure on prices. It is un-clear whether media pessimism forecasts investor sentiment or reflects past investor sentiment. If the former hypothesis is correct, then one would expect high media pessimism to predict low returns at short horizons and a rever-sion to fundamentals at longer horizons. If the latter theory is correct, then one would. Big (small) firms with low sentiment behave like big (small) stocks with weak profitability. PMN is negatively related (0.68) to the market and the value factor (-0.31) but positively related to. Arguably, sentiment analysis is underutilized as far as traders' arsenal is concerned. Many misconceptions are found to challenge the tools applications in analysis. Sentiment analysis tools enhance good yield if used accordingly. Interestingly, crowd thoughts are buying when sentiment is high and trade when it is low. Getting solitary ideas.

Survey: UAE consumer sentiment during the coronavirus crisis. Consumer optimism regarding the United Arab Emirates' economic recovery has increased significantly, but overall spending remains low as consumers adopt ways to save more. While consumers in the United Arab Emirates (UAE) are optimistic about a quick economic recovery from the. Bearish sentiment had been at an unusually low level during the two previous weeks. The return to normalcy from the coronavirus pandemic, monetary and fiscal stimulus and inflationary pressures. The market sentiment seems to flip flop back and forth on a daily basis between a risk 'ON' and risk 'OFF'. Reading risk sentiment is as simple as following the direction of the US Stock Market Key Takeaways. Watchlists can be helpful but don't always provide a sense of market sentiment; The High/Low Graph, now on the thinkorswim® platform, uses a formula to help track sentiment for individual securities; This feature could help investors who need to quickly check sentiment for securities in their watchlist

[Weekly funding roundup] Investments remain low but sentiment is strong . By Thimmaya Poojary {{monthName}} {{day}}, {{year}} Venture capital funding into Indian startups was in just double-digit. Nachrichten » CKGSB's Business Sentiment Index Indicates Slight Expansion in 2021 Q1 but Low Demand and Rising Costs Continue to Squeeze Industrial Sector. Push Mitteilungen FN als Startseite. PR. Multifamily Update: Delinquencies Low and Sentiment High [Updated: Mar 03, 2021 ] Jul 15, 2020 by Brad Cartier. Get our 43-Page Guide to Real Estate Investing Today! Real estate has long been the go-to investment for those looking to build long-term wealth for generations. Let us help you navigate this asset class by signing up for our comprehensive real estate investing guide. *By submitting. High growth, low profit: The e-commerce dilemma for CPG companies. Open interactive popup. Article (9 pages) Online sales of consumer packaged goods have soared during the pandemic. But for many CPG manufacturers, e-commerce means thinner margins. Here's how to change that. DOWNLOADS Open interactive popup. Article (9 pages) Over the past several months, as many US consumers have spent more.

For instance, in expanding sentiment analysis to new languages and cultures, it may not always be possible to obtain comprehensive labeled datasets. In this paper, we investigate the application of semi-supervised and transfer learning methods to improve performances on low resource sentiment classification tasks. We experiment with extracting dense feature representations, pre-training and. Sentiment Token Coin Price & Market Data. Sentiment Token price today is $0.03297776 with a 24-hour trading volume of $9,563. SENT price is up 2.7% in the last 24 hours. It has a circulating supply of 0 SENT coins and a max supply of 1 Billion. If you are looking to buy or sell Sentiment Token, Uniswap (v2) is currently the most active exchange The low sentiment ESG factor yields a significant positive alpha in those years. I complement the results using US data with data across 37 more countries to understand if the role of sentiment generalizes to other markets. The low sentiment ESG factor delivers even higher alpha, between 2010 and 2018, in a sample of international firms traded in European and Asian-Pacific stock exchanges. The. Sentiment definition is - an attitude, thought, or judgment prompted by feeling : predilection. How to use sentiment in a sentence. Synonym Discussion of sentiment Equity market down N70bn on low sentiment. Johnson Okafor. Published 5 November 2020. Kindly share this story: Nigerian Stock Exchange. Johnson Okafor. Published 5 November 2020. Johnson Okafor.

Social sentiment is a way of measuring the emotions behind social media and other online mentions. Social sentiment doesn't just look at how many people are talking about your business. It adds context by measuring the tone of those conversations, comments, and mentions. Businesses need to produce excellent content and interact with customers Available survey-based sentiment indexes are either low frequency, which limits their usefulness in times of sudden change, or have a short history, which prevents comparisons with past episodes. In this Letter, we discuss the newly developed Daily News Sentiment Index that provides real-time data from 1980 to today. The index was developed and analyzed in Shapiro, Sudhof, and Wilson (2020. Santiment, a cryptocurrency analytics platform indicated that Bitcoin's Social Sentiment score is at an all-time low at the moment. Data exhibited that Bitcoin crossed the threshold at $11,000 for the first time yesterday since it collapsed on 2nd September. However, on the Social Media Platform, Twitter, its userbase was exhibiting the lowest positive sentiment for Bitcoin over the last 2. The low sentiment was attributed to the lack of chips used for automobiles and the higher price for imported raw materials. The BSI among manufacturers was steady at 96 in May compared to the prior month, while the index among non-manufacturers fell 1 point to 81 The Sentiment Now Lyrics: Are we too old / For their sentiment now? / Our bodies born in front of you / To burn like gold / In the sentiment now / Am I just hoping? / And walls can't hold / All.

Sentiment analysis, also called opinion mining, is the process of using the technique of natural language processing, text analysis, computational linguistics to determine the emotional tone or the attitude that a writer or a speaker express towards some entity. As millions of text are generated on the Internet everyday, the application of sentiment analysis becomes more powerful and broad. sentiment and limits to arbitrage—to explain which stocks are likely to be most affected by sentiment, rather than simply pointing out that the level of stock prices in the aggregate depends on sentiment. 2 . In particular, stocks of low capitalization, younger, unprofitable, high-volatility The Economic Sentiment Index in the Euro Area increased to 114.5 in May of 2021 from 110.5 in April, beating market forecasts of 112.1. It is the highest reading since January of 2018, remaining markedly above its long-term average of 100 and pre-pandemic levels. A marked improvement was seen in the services sector (11.3 vs 2.2), retail trade (0.4 vs -3), construction (4.9 vs 3) and industry. Cosan Limited (CZZ): Hedge Fund Sentiment Is Near All Time Low. Read full article. Debasis Saha. March 26, 2020, 11:55 AM · 6 min read. We hate to say this but, we told you so. On February 27th. #BTC #ETH #AltSeason-If you want the LIVE UPDATES follow me on TWITCH!- Twitch https://www.twitch.tv/baloo_thebear-Insta @baloothecryptobear-Twitter @t..

How to Do Sentiment Analysis & Visualize Results in Power B

Sentiment analysis can help get these insights and understand what your customers are looking for in your product. To apply it correctly, you have to understand what sentiment analysis is used for and how to do sentiment analysis for the benefit of the cause. We already looked at the sentiment analysis technology in our previous article and this article will focus on the most prominent. Industries sentiment dropped for a second straight month in May, hitting an 11-month low, due to the third wave of coronavirus infections and a slow vaccine rollout, an industries group said on. U.S. Homebuilder Sentiment Falls to 10-Month Low on Cost Concern. (Bloomberg) -- Confidence among U.S. homebuilders declined in June to a 10-month low as elevated costs continued to dampen demand. Sentiment Forecast, Jakarta, Indonesia. 2,382 likes · 5 were here. FOREX, INDEX, STOCKs , CFd's, COMMODITY Simple & Confidence Bitcoin sentiment reaches record low. Santiment noted that as Bitcoin crossed above $11,000 for the first time since September 3, the asset's sentiment — such as mentions, hashtags, and comments — on Twitter fell surprisingly to an all-time low. The firm used a proprietary method that calculated Bitcoin's overall volume of mentions and weighted them against positive and negative.

AAII Investor Sentiment Survey AAI

Malaysia Consumer Confidence | 2019 | Data | Chart

Crypto Fear & Greed Index - Bitcoin Sentiment - Alternativ

Lowy Institute Director of Polling & Public Opinion Natasha Kassam discusses the think tank's 17th Annual Poll that shows trust in China has fallen to a record low. Most Australians also have. The decrease has been swift, so far leading to a low of $1,750 on May 23. The daily chart aligns with the bearish sentiment. ETH has broken down from a symmetrical triangle on June 17 and has been moving downwards since. Currently, it is in the process of falling below the $1900 support area. In addition to this, yesterday's close was the lowest since March. Finally, technical indicators.

Homebuilder sentiment drops to 10-month low as building costs boost prices. June 16, 2021 admin Economy 0. Builder sentiment in June fell to its lowest level since August, as construction costs pushed new home prices higher, sidelining buyers and making it harder for some builders to get loans. The National Association of Home Builders/Wells Fargo Housing Market Index dropped 2 points to 81. Sentiment Analysis is the process of determining whether a piece of writing is positive, negative or neutral. A sentiment analysis system for text analysis combines natural language processing ( NLP) and machine learning techniques to assign weighted sentiment scores to the entities, topics, themes and categories within a sentence or phrase U.S. consumer sentiment unexpectedly declined to a six-month low in early February as the outlook for personal income deteriorated and more Americans anticipated faster inflation in the year ahead Hacking The Product Rating Race With Sentiment Analysis In 2021. According to recent research, product rating impacts conversion rate online by as much as 12% when increasing rating from 3 to 5 stars. Imagine growing your D2C conversion rate by 12%12% more revenuethis could be a major leap forward for the business Sentiment analysis is a powerful tool that allows computers to understand the underlying subjective tone of a piece of writing. This is something that humans have difficulty with, and as you might imagine, it isn't always so easy for computers, either. But with the right tools and Python, you can use sentiment analysis to better understand th

Yen Slumps to Six-Year Low on Weak Producer Prices and

Learn About Dictionary-Based Sentiment Analysis in Python

sentiment-driven crises feature low pre-crisis risk premia and neglected crash risk. Second, the interaction of sentiment with nancial frictions produces boom-bust uctuations in investment and output growth. These cyclical business cycle dynamics are driven by the con icting short-run and long-run e ect of diagnostic expectations. Sentiment-driven ampli cation in the short run begets its own. What we called the valley of darkness in the Nasty Box becomes an enormous problem as Negative Sentiment Override kicks in and positive feelings felt between partners are decreased from their honeymoon peak. With both these phenomena in place, partners are left trying to push a relationship up a mountain. Dr. John Gottman does not believe that all problems can be solved or that all.

The Stanford Sentiment Treebank (SST): Studying sentiment

  1. A. Aue and M. Gamon, Automatic identification of sentiment vocabulary: Exploiting low association with known sentiment terms, in Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing, 2005. Google Scholar Digital Library; A. Aue and M. Gamon, Customizing sentiment classifiers to new domains: A case study, in Proceedings of Recent.
  2. Crypto Sentiment Analysis. Prices of certain assets are importantly driven by the sentiment and hype about them. By subscribing to BittsAnalytics you can easily access cryptocurrency sentiment data in real-time and in historical chart. For calculation of social media sentiment, we use a machine learning model that was trained on millions of labelled tweets
  3. Develop a Deep Learning Model to Automatically Classify Movie Reviews as Positive or Negative in Python with Keras, Step-by-Step. Word embeddings are a technique for representing text where different words with similar meaning have a similar real-valued vector representation. They are a key breakthrough that has led to great performance of neural network models on a suite of challenging.
  4. Low spread is very important for frequent traders for which every part of the pip movement makes a difference. Let's start with the most commonly traded currency pair, EUR/USD. EUR/USD pair, spreads from 0.1 pips! Spread / Daily Range = 1.5% (the lower the better) The most traded pair with around 20% of total trading volume on Forex. This also makes EUR/USD the pair with the lowest spread.
  5. A Sentiment Analysis Approach to Predicting Stock Returns. Pick up the New York Times and skim over the business section. As you read, you form opinions about the character and prospects of the.
  6. Since sentiment analysis works on the semantics of words, it becomes difficult to decode if the post has a sarcasm. Implementing sentiment analysis application in R. Now, we will try to analyze the sentiments of tweets made by a Twitter handle. We will develop the code in R step by step and see the practical implementation of sentiment analysis.
  7. Sentiment seems like a altime low. Plankton_etn is trying hard to keep the forum civil. Lastly we hear next to nothing from ETN since the start of this year except from a 'leaked' unconfirmed article. I personally get why people are leaving the coin. Now the bullmarket is here the numbers speaks for themselfs. However. Im not selling. Let me explain you why. 1. KYC. Please get this into your.

The sentiment of the emojis is computed from the sentiment of the tweets in which they occur. We engaged 83 human annotators to label over 1.6 million tweets in 13 European languages by the sentiment polarity (negative, neutral, or positive). About 4% of the annotated tweets contain emojis. The sentiment analysis of the emojis allows us to draw several interesting conclusions. It turns out. Predictors for antivax sentiments: Low trust in government, conspiracy beliefs, watching YouTube. People who look to social media for information, particularly YouTube, are less willing to be. Identifying sentiment in a low-resource language is essential for understanding opinions internationally and for responding to the urgent needs of locals affected by disaster incidents in different world regions. While tools and resources for recognizing sentiment in high-resource languages are plentiful, determining the most effective methods for achieving this task in a low-resource language.

Sentiment Accuracy: Explaining the Baseline and How to

  1. g Sentiment Analysis as a Deep Learning Problem. As mentioned before, the task of sentiment analysis involves taking in an input sequence of words and deter
  2. Market sentiment shows the current disposition of traders relative to specific currency pairs. While exchange-based sentiment meters for futures trading (Commitment of Traders report) can even show separate numbers for different types of traders, spot Forex traders are usually limited to retail trade sentiment meters provided by big brokers..
  3. Morale is low in the New York Police Department and in Democrat-run cities across the nation as pressure mounts to defund police departments, an NYPD officer said Saturday. The officer, who wished.

The quality of audio interaction transcriptions may affect sentiment analysis. Low quality interactions may lead to missing or mislabeled positive or negative markers. For this reason, and in order to confirm the sentiment, it is important to listen to interactions that include numerous negative sentiments. To run sentiment analysis for digital interactions (email, chat, message), you must set. Business Sentiments Survey of China's Low-Carbon and Energy Policies iv enterprises (SMEs). There is also an opportunity for increasing the reach of the programs and policies by lowering the participation thresholds to include smaller enterprises. Barriers to company responses to the policies were also investigated. While companies identified a significant number of barriers, three are worth.

FILE PHOTO: A container is loaded onto a cargo ship at a port in Bangkok March 30, 2015. REUTERS/Athit Perawongmetha BANGKOK (R) - Thailand's industries sentiment dropped for a second straight month in May, hitting an 11-month low, due to a third wave of coronavirus infections and a slow vaccine rollout, an industries group said on Tuesday Business Sentiment Index at five month low: report. The results of the latest LMD-NielsenIQ Business Confidence Index (BCI) survey - which was carried out in the first week of May - paints a gloomy picture for business with sentiment plummeting following the surge in COVID-19 cases since the end of April. THE INDEX The BCI plunged by 49.

Sentiment analysis for surveys - ServiceNo

Business sentiment of Asian companies sank to an 11-year low in the second quarter, a /INSEAD survey found, with some two-thirds of the firms polled flagging a worsening COVID-19. Detect sentiment in Google Play app reviews by building a text classifier using BERT. Skip to content. Curiousily. Posts Books Consulting About Me. YouTube GitHub Resume/CV RSS. Sentiment Analysis with BERT and Transformers by Hugging Face using PyTorch and Python. 20.04.2020 — Deep Learning, NLP, Machine Learning, Neural Network, Sentiment Analysis, Python — 7 min read. Share. TL;DR In.

Real-Time Sentiment Analysis & Visualizatio

SME business sentiment sinks to record low in Singapore on Covid-19 uncertainties Singapore's gross domestic product shrank by 13.2 per cent year-on-year in the second quarter. ST PHOTO: KEVIN LI At the market low in February 2016 both the weekly and daily A/D lines formed higher lows. These bullish divergences along with low bullish sentiment and other bullish technical signs suggested a. Review: On June 11, 2020, we said the following of Consumer Sentiment: The rapidity of the stock market decline and recovery and failure to achieve new highs suggests that the Dow Jones Industrial Average, as a sentiment indicator, will retest the prior low (-15.47%) opening up for testing of past graveyard levels

Investor Sentiment and the Cross‐Section of Stock Returns

(Bloomberg) -- U.S. consumer sentiment unexpectedly declined to a six-month low in early February as the outlook for personal income deteriorated and more Americans anticipated faster inflation in the year ahead. The University of Michigan's preliminary sentiment index fell to 76 Services Sentiment in the Euro Area averaged 9.27 from 1995 until 2021, reaching an all time high of 35 in June of 1998 and a record low of -43.50 in May of 2020. This page provides - Euro Area Services Sentiment- actual values, historical data, forecast, chart, statistics, economic calendar and news

VanEck Vectors® Social Sentiment ETF seeks to track, as closely as possible, before fees and expenses, the price and yield performance of the BUZZ NextGen AI US Sentiment Leaders Index, which is intended to track the performance of the 75 large cap US stocks which exhibit the highest degree of positive investor sentiment and bullish perception based on content aggregated from online sources. The sentiments in the country's real estate sector hit an all-time low during April-June due to the Covid-19 pandemic and remain pessimistic for the next six months even as stakeholders see slight. 836 economic data series with tag: Business Sentiment. FRED: Download, graph, and track economic data Business sentiment in India has taken a beating in May, with 70 per cent of businesses citing a weak demand situation as a key containing factor for business, according to a survey by industry body FICCI. The overall business confidence index as measured by FICCI nosedived to 51.5 in May from a decadal high of 74.2 measured in February BW FILE PHOTO THE main index hit a 2021 low on Wednesday as inflation data released earlier in the day showed consumer prices remained high, which affected market sentiment

2/2. (Bloomberg) -- Confidence among U.S. homebuilders declined in June to a 10-month low as elevated costs continued to dampen demand for new homes. A gauge of builder sentiment fell to 81 this month from 83, National Association of Home Builders/Wells Fargo data showed Tuesday. The median forecast in a Bloomberg survey of economists called. Even though that was a big drop, neutral sentiment remains slightly elevated versus the historical average (31.42%) and especially relative to what has been the norm over the past year. The past couple of weeks have seen historically muted readings on bearish sentiment. While that is still the case with this week's readings remaining at the low end of its historical range, bearish sentiment. Gold Hovers Near One-week Low On Improved Sentiment. WASHINGTON (dpa-AFX) - Gold prices were mixed on Tuesday to hover near one-week lows touched in the previous session, as the dollar held on to. Homebuilder sentiment drops to 10-month low, as construction costs drive prices higher. 3 likes • 7 shares. CNBC - Diana Olick • 5d. Builder sentiment in June fell to its lowest level since August, as construction costs pushed new home prices higher, sidelining buyers and making it Read more on cnbc.com. Cost of Living; House Prices; Housing; Finance; Real Estate; Related Storyboards. Sentiment change among the top 10 coins*: Interpreting the sentscore's scale: - 0 to 2.5: very negative - 2 to 3.9: somewhat negative zone - 4 to 5.9: neutral zone - 6 to 7.49: somewhat positive zone - 7.5 to 10: very positive zone. Source: Omenics, 10:40 UTC. Now focusing on the developments in the last 24 hours, the overall sentecores for the 10 coins is down to 4.79, deep within the.

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