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876d1aab3e
* Finnhub and finbrain fns * Twitter menu (forex/ba adjusted) * Google menu * Reddit menu pt1 * Reddit commands * Stocktwits commands * Sentimentinvestor commands * Update crypto-dd * Review pt 1 * Hugo server * Review comments - get rid of all prints/errors in model...
32 lines
930 B
Python
32 lines
930 B
Python
"""FinBrain Model"""
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__docformat__ = "numpy"
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import pandas as pd
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import requests
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def get_sentiment(ticker: str) -> pd.DataFrame:
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"""Gets Sentiment analysis provided by FinBrain's API [Source: finbrain]
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Parameters
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----------
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ticker : str
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Ticker to get the sentiment analysis from
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Returns
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-------
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DataFrame()
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Empty if there was an issue with data retrieval
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"""
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result = requests.get(f"https://api.finbrain.tech/v0/sentiments/{ticker}")
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sentiment = pd.DataFrame()
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if result.status_code == 200:
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if "sentimentAnalysis" in result.json():
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sentiment = pd.DataFrame.from_dict(
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result.json()["sentimentAnalysis"], orient="index"
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)
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sentiment.index = pd.to_datetime(sentiment.index).to_pydatetime()
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sentiment.index.name = "date"
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sentiment.columns = ["Sentiment Analysis"]
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return sentiment
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