Python 🐍 Work With Data
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A collection of books and articles on Python and various data manipulation tools. Overview of architecture of business intelligence systems, design and development of BI Reports, data processing in Python Pandas.
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A curated list of chart and dataviz resources that developers may find useful. Focused on relevant and currently active JavaScript charting libraries for different use cases. Ordered alphabetically in each category.
- Commercial Libraries
- Free and Open Source Libraries
- Free Libraries
- Framework-Specific Libraries
- Data Visualization Resources
https://github.com/zingchart/awesome-charting
DataBank is an analysis and visualisation tool that contains collections of time series data on a variety of topics. You can create your own queries; generate tables, charts, and maps; and easily save, embed, and share them.
https://databank.worldbank.org/databases
Большая подборка библиотек по Python
https://python.ivan-shamaev.ru/overview-python-programming-language-modules-library-principles/
Trading Dashboard with Yfinance & Python. | by Scott Andersen | Analytics Vidhya | Dec, 2020 | Medium
https://medium.com/analytics-vidhya/trading-dashboard-with-yfinance-python-56fa471f881d
Умение говорить «Нет»
Людей вокруг всегда больше, чем у тебя есть внимания. Дел вокруг больше, чем есть времени. Пет-проектов больше, чем ты можешь сделать.
Очень важно определить свою ёмкость и не брать больше, чем можешь взять: не браться за лишние задачи, не начинать проекты, которые нет времени делать, отказывать коллегам во встречах. Будешь брать лишнее — станешь неэффективным или от чувства вины, или от недосыпа, или от всего вместе. Отупеешь.
Ёмкость может выражаться в количестве активных проектов или во времени, которое ты тратишь на работу. Я вообще определяю на глаз: если кажется, что могу взять больше, — беру, если перегрузился — сливаюсь с лишнего.
Practical Data Analysis Using Jupyter Notebook Learn how to speak the language of data by extracting useful and actionable insights using Python.pdf
What you will learn
• Understand the importance of data literacy and how to communicate effectively using data
• Find out how to use Python packages such as NumPy, pandas, Matplotlib, and the Natural Language Toolkit (NLTK) for data analysis
• Wrangle data and create DataFrames using pandas
• Produce charts and data visualizations using time-series datasets
• Discover relationships and how to join data together using SQL
• Use NLP techniques to work with unstructured data to create sentiment analysis models
• Discover patterns in real-world datasets that provide accurate insights
Data as a Service. A Data lake holds a vast amount of data… | by Keerthipriyan | Walmart Global Tech Blog | Nov, 2020 | Medium
https://medium.com/walmartglobaltech/data-as-a-service-c75c0fe3660b
The New Data Engineering Stack. Technologies for the Complete Data… | by Kovid Rathee | Dec, 2020 | Towards Data Science
https://towardsdatascience.com/the-new-data-engineering-stack-78939850bb30
Using D3.js with React: A complete guide
https://blog.logrocket.com/data-visualization-in-react-using-react-d3-c35835af16d0/
The best tools for Dashboarding in Python | by Abdishakur | Spatial Data Science | Nov, 2020 | Medium
https://medium.com/spatial-data-science/the-best-tools-for-dashboarding-in-python-b22975cb4b83
Tips for creating stunning reports
https://docs.microsoft.com/en-us/power-bi/power-bi-reports-tips-and-tricks-for-creating
Tips for designing a great Power BI dashboard
https://docs.microsoft.com/en-us/power-bi/service-dashboards-design-tips
The Art and Science of Effective Dashboard Design
https://powerbi.microsoft.com/de-de/blog/the-art-and-science-of-effective-dashboard-design/
Let's Create a COVID-19 Tracker using React.js | by Sabesan Sathananthan | Towards Data Science
https://towardsdatascience.com/lets-create-a-covid-19-tracker-using-react-js-5a3a0265a633
A React Dashboard Template With ElasticSearch | by Meet Zaveri | All things #search
https://medium.appbase.io/using-elasticsearch-to-create-a-react-based-dashboard-afe064716f20
