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NLP Twitter Sentiment Analysis using TextBlob

Some Examples of Natural Language Processing using TextBlob

Twitter原文
(中文大概意思)
句子數量
No. of Sentence
正面度
Polarity
主觀度
Subjectivity
情緒
Sentiment
$AAPL so is this the price that gets split? If so, looks like it’ll be $125.50 a share on Monday. Nice.
(蘋果公司股價分拆後是目前這個水平嗎?如是,似乎在下星期一開市會到達125.5元。太好了。)
3 +0.60 +1.00 +0.60
Russell looks bad. Big bearish RSI divergence and ejected from the channel after riding up the bottom rail.
(羅素2000指數很差勁啊。RSI指標背馳並跌穿了上升通道是重大利淡)
2 -0.70 +0.77 -0.47
S&P 500 SETS FRESH RECORD CLOSING HIGH OF 3,508.01
(標普500指數收市3508.01點再創歷史新高)
1 +0.23 +0.52 +0.12
$SPY reached 350 2 points from our target of 352.. RSI is overbought - sell and wait ti buy for later. Short $SHOP and $NVAX.
(SPY基金升至350元,距離目標價352元只差兩元,目前RSI指標超買,建議沽出等低位出現再買回。建議沽空SHOP及NVAX)
2 +0.00 +0.30 +0.00

Example of Sentiment Search Results using Business and Political Keywords

關鍵詞
Keyword
情緒平均值
Sentiment
關鍵詞
Keyword
情緒平均值
Sentiment
AAPL +0.174 Donald Trump +0.057
MSFT +0.218 Joe Biden +0.072
AMZN +0.145 Carrie Lam -0.329
SPY +0.132 Xi JinPing +0.127
stock market +0.133 COVID-19 +0.066