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Learn Python through simple, practical examples and real coding ideas. Clear explanations, useful snippets, and hands-on learning for anyone starting or improving their programming skills. Admin: @HusseinSheikho || @Hussein_Sheikho
Больше📈 Аналитический обзор Telegram-канала Learn Python Coding
Канал Learn Python Coding (@pythonre) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 39 123 подписчиков, занимая 3 502 место в категории Технологии и приложения и 10 597 место в регионе Индия.
📊 Показатели аудитории и динамика
С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 39 123 подписчиков.
Согласно последним данным от 05 июня, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 458, а за последние 24 часа — 21, при этом общий охват остаётся высоким.
- Статус верификации: Не верифицирован
- Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 2.68%. В первые 24 часа после публикации контент обычно набирает 1.04% реакций от общего числа подписчиков.
- Охват публикаций: В среднем каждый пост получает 1 048 просмотров. В течение первых суток публикация набирает 405 просмотров.
- Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 3.
- Тематические интересы: Контент сосредоточен на ключевых темах, таких как math, harvard, oxford, supervision, waybienad.
📝 Описание и контентная политика
Автор описывает ресурс как площадку для выражения субъективного мнения:
“Learn Python through simple, practical examples and real coding ideas. Clear explanations, useful snippets, and hands-on learning for anyone starting or improving their programming skills.
Admin: @HusseinSheikho || @Hussein_Sheikho”
Благодаря высокой частоте обновлений (последние данные получены 07 июня, 2026) канал поддерживает актуальность и высокий уровень охвата публикаций. Аналитика показывает, что аудитория активно взаимодействует с контентом, что делает его важной точкой влияния в категории Технологии и приложения.
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+1207 дней
+45830 день
Архив постов
39 125
Repost from Machine Learning with Python
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📱 Cheat Sheet for Beautiful Soup 4
Beautiful Soup — a library for extracting data from HTML and XML files, which is perfect for web scraping.
1. Installation
pip install beautifulsoup4from bs4 import BeautifulSoup
import requestshtml_doc = "<html><body><p class='text'>Hello, world!</p></body></html>"
soup = BeautifulSoup(html_doc, 'html.parser') # or 'lxml', 'html5lib'
print(soup.p.text) # Hello, world!# First found element
first_p = soup.find('p')
# Search by class or attribute
text_elem = soup.find('p', class_='text')
text_elem = soup.find('p', {'class': 'text'})
# All elements
all_p = soup.find_all('p')
all_text_class = soup.find_all(class_='text')a_tag = soup.find('a')
print(a_tag['href']) # value of the href attribute
print(a_tag.get_text()) # text inside the tag
print(a_tag.text) # alternative# Moving to parent, children, siblings
parent = soup.p.parent
children = soup.ul.children
next_sibling = soup.p.next_sibling
# Finding the previous/next element
prev_elem = soup.find_previous('p')
next_elem = soup.find_next('div')response = requests.get('https://example.com')
soup = BeautifulSoup(response.text, 'html. parser')
title = soup.title.text
links = [a['href'] for a in soup.find_all('a', href=True)]# More powerful and concise search
items = soup.select('div.content > p.text')
first_item = soup.select_one('a.button')39 125
In Python 3.15, there will be a fully immutable dictionary.
A new public immutable type, frozendict, is added to the builtins module.
It is expected that
frozendict will be "safe by design", because it prevents any unintended changes. This is useful not only for the CPython standard library, but also for third-party maintainers: you can rely on a reliable immutable dictionary type.
Why is this needed at all:
▪️Do you want to use a map as a key in another dict or put it in a set? A regular dict is not allowed, but a frozendict is (if the values are also hashable).
▪️ @functools.lru_cache() and arguments-dictionaries: it's difficult with a dict, but normal with a frozendict.
▪️Defaults in function arguments: instead of a "mutable default", you can give frozendict(...) and not get surprises.
How it looks in the API:
▪️The constructor "like a dict": frozendict(), frozendict(**kwargs), frozendict(mapping) or iterable pairs, plus you can mix with **kwargs.
▪️The order of insertion is preserved (as in a regular dict).
▪️The hash does not depend on the order of elements (logic via frozenset(items)), and the comparison is also based on the content, not on the order.
▪️There is a union via | and an "update" |= (but |= does not mutate the object, but creates a new one).
▪️.copy() in CPython essentially returns the same object (shallow), and if you need deep copying, then copy.deepcopy().
An important point: frozendict is NOT inherited from dict. This is done on purpose, so that you can't bypass the "immutability" by calling dict.__setitem__ and similar tricks.
And a bonus for the stdlib: the authors have marked places where you can replace constant/public maps with frozendict (including where MappingProxyType is now used).
👉 @DataScience439 125
✨ third-party libraries | Python Best Practices ✨
📖 Guidelines and best practices for choosing and using third-party libraries in your Python code.
🏷️ #Python
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✨ Automate Python Data Analysis With YData Profiling ✨
📖 Automate exploratory data analysis by transforming DataFrames into interactive reports with one command from YData Profiling.
🏷️ #intermediate #data-science #data-viz
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✨ Quiz: Python's tuple Data Type: A Deep Dive With Examples ✨
📖 Practice Python tuples: create, access, and unpack immutable sequences to write safer, clearer code. Reinforce basics and avoid common gotchas. Try the quiz.
🏷️ #intermediate #python
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✨ refactoring | Python Best Practices ✨
📖 Guidelines and best practices for refactoring your Python code.
🏷️ #Python
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✨ Quiz: How to Install Python on Your System: A Guide ✨
📖 In this quiz, you'll test your understanding of how to install or update Python on your computer. With this knowledge, you'll be able to set up Python on various operating systems, including Windows, macOS, and Linux.
🏷️ #basics #python
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✨ How to Install Python on Your System: A Guide ✨
📖 Learn how to install the latest Python version on Windows, macOS, and Linux. Check your version and choose the best installation method for your system.
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