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Aplicando web scrapping para extração de indicadores financeiros de Ações e Fundos Imobiliários listados na bolsa de valores brasileira

Home Page: https://pynvest.readthedocs.io/pt/latest/

License: MIT License

Python 5.61% HTML 94.39%
financial financial-data python webscraping b3 indicadores

pynvest's Introduction

👋 Hi everyone and welcome to my GitHub profile!

Typing SVG

Here you will see a lot of good stuff! I hope you enjoy it!

Hashnode blog followers total stars Itaú


🤖 Programming Languages and Tools

AWS Python Terraform Hadoop Spark Pytest Codecov Pandas Git GitHub GitLab VSCode Jupyter Linux Ubuntu Kaggle

🤝 My Open Source Projects

If I would define me in one sentence, I would say I'm just a curious soul living in this big world and trying to share good things with others. So, I'm really excited to share with you all my open source projects that I built in order to help others and to contribute with the open source community.

👇 Click to see more.

Python Packages
pynvest-icon sparksnake-icon cloudgeass-icon
Terraform Modules
pynvest-tools-icon datadelivery-icon terraglue-icon
Others
pandora-icon pandora-icon

🖊️ Certificates

As a lifelong learner, I'm always trying to challenge myself to reach something higher through certifications. Here's some badges I had already earned in this journey.

AWS Solutions Architect Associate Badge AWS Cloud Practitioner Badge AWS Data Lab Participant Badge Databricks Spark Developer Associate Badge Git Certified Associate Badge Alteryx Designer Core Badge

📦 Main GitHub Repositories

pynvest pynvest datadelivery terraglue sparksnake cloudgeass pandora nbaflow

All Repositories

📊 GitHub Stats

ThiagoPanini's Github Stats ThiagoPanini's Streak Stats

ThiagoPanini's Activity Stats

🤔 Some Things You Probably Don't Know About Me

  • ✍️ I have a personal blog called panini-tech-lab where I write about Linux, Hadoop, Hive, Spark and other things
  • 💪 I became an AWS Community Builder in 2023
  • ☁️ I went to AWS re:Invent 2022 (Vegas, baby!)
  • 🤖 I'm a "notebooks expert" at Kaggle
  • ⚽ I love soccer and my team is Corinthians
  • 🤯 I like mind blowing movies. My top 3 are
    • Donnie Darko
    • Inception
    • Shutter Island
  • 🏯 I'm a huge anime fan. It was very difficult to set a top 3, but here they are:
    • Shingeki no Kyojin
    • Full Metal Alchemist
    • Darker than Black
    • In fact I'm currently in love with the seinen style (Vagabond, Vinland Saga, Berserk)

📽️ Me in the Media

Well, I'm not a famous person at all, but let's say that I had already done some special partnerships with special people.

Rocketseat - Live | Workshop de Carreira em Python Itau DS Meetup: Utilizando Terraform para Aprimorar o Aprendizado em Serviços de Analytics na AWS #REACT: COMO FAZER UMA ANÁLISE EXPLORATÓRIA PERFEITA xplotter por Thiago Panini

⚡ GitHub Recent Activity

  1. ⬆️ Pushed 1 commits to ThiagoPanini/panini-tech-stories
  2. ⬆️ Pushed 1 commits to ThiagoPanini/panini-tech-stories
  3. ⬆️ Pushed 1 commits to ThiagoPanini/panini-tech-stories
  4. ⬆️ Pushed 1 commits to ThiagoPanini/panini-tech-stories
  5. ⬆️ Pushed 1 commits to ThiagoPanini/panini-tech-stories

Last Updated: Saturday, June 1st, 2024, 11:32:01 PM

Note All reference links for creating this profile can be found below. If you want to do something similar, you can count on me for help you :)

🔗 References and Links

pynvest's People

Contributors

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Watchers

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pynvest's Issues

[BUG]Extração de dados de Ações

✍️ Descrição do problema:

ToDo:

Ola @ThiagoPanini, tudo bem?
Inicialmente gostaria de parabenizar pelo seu trabalho nesse projeto, tenho estudado esse repositório e aprendido bastante!
estava analisando os dados extraídos e percebi um possível problema durante o processamento, ao realizar a extração de um ticker, alguns dados não parecem condizer com as informações disponiveis no site fundamentus, o estranho é que ocorre em alguns poucos cenários, não consegui ainda identificar o problema.

Algumas das colunas vem com a informação errada para ações específicas
Estou abrindo essa issue caso você acha valido investigar.

Criei uma classe de teste

from pynvest.scrappers.fundamentus import Fundamentus

fundamentus = Fundamentus()

teste = fundamentus.coleta_indicadores_de_ativo(ticker="AESL3")
teste.to_csv("./teste2.csv", index=False)

🐞 Reproduzindo o problema:

Para reproduzir o bug, siga os passos abaixo (exemplo):

  1. Importar o módulo pynvest.scrappers.fundamentus
  2. Executar a função coleta_indicadores_de_ativo()
  3. Incluir os parâmetros (ticker ='AESL3')
  4. Verificar a saída no csv gerado teste.to_csv

Fiz um de para dos campos, os que percebi que estão com problemas são esses aqui:
P/Ativos
P/Cap. Giro
P/Ativ Circ Liq
Div. Yield":
EV / EBITDA
EV / EBIT
Cres. Rec (5a)


📷 Screenshots: [OPCIONAL]

Segue algumas screens com a informação do site e o que é retornado pelo processo de Scrapping

image (14)
image (13)


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