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d0914a84d3
* Fix exports missing on Eclect.US and Finviz * Fix formatting * Fix formatting * Fix lamda not using 'def' * Fix pylint issues Co-authored-by: Colin Delahunty <72827203+colin99d@users.noreply.github.com> Co-authored-by: DidierRLopes <dro.lopes@campus.fct.unl.pt>
62 lines
1.4 KiB
Python
62 lines
1.4 KiB
Python
"""Eclect.us model"""
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__docformat__ = "numpy"
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import logging
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import requests
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import pandas as pd
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from openbb_terminal.decorators import log_start_end
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# pylint: disable=R1718
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logger = logging.getLogger(__name__)
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@log_start_end(log=logger)
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def get_filings_analysis(symbol: str) -> pd.DataFrame:
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"""Save time reading SEC filings with the help of machine learning. [Source: https://eclect.us]
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Parameters
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----------
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symbol: str
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Ticker symbol to see analysis of filings
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Returns
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-------
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str
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Analysis of filings text
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"""
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response = requests.get(f"https://api.eclect.us/symbol/{symbol.lower()}?page=1")
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if response.status_code != 200:
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return pd.DataFrame()
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response_dict = response.json()
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def resultGroupMapper(g):
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def resultMapper(a):
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return {
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"Good": a["good_or_bad"] == "good",
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"Sentence": a["sentence"],
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"Group": g,
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}
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return resultMapper
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risk = pd.DataFrame(
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map(resultGroupMapper("Risk factors"), response_dict[0]["rf_highlights"]),
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columns=["Group", "Good", "Sentence"],
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)
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analysis = pd.DataFrame(
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map(
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resultGroupMapper("Discussion and Analysis"),
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response_dict[0]["daa_highlights"],
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),
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columns=["Group", "Good", "Sentence"],
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)
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return pd.concat([risk, analysis], ignore_index=True)
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