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Learn Python Coding

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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

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Сеть:Machine Learning with Python Индия9 354 Технологии и приложения3 286...

📈 Аналитический обзор Telegram-канала Learn Python Coding

Канал Learn Python Coding (@pythonre) языкового сегмента Английский является активным участником. Сейчас сообщество объединяет 40 900 подписчиков, занимая 3 286 место в категории Технологии и приложения и 9 354 место в регионе Индия.

📊 Показатели аудитории и динамика

С момента создания невідомо проект демонстрирует стремительный рост, собрав аудиторию из 40 900 подписчиков.

Согласно последним данным от 26 октября, 2026, канал показывает стабильную активность. За последние 30 дней изменение числа участников составило 455, а за последние 24 часа — 5, при этом общий охват остаётся высоким.

Статус верификации: Не верифицирован
Уровень вовлечённости (ER): Средний показатель вовлечённости аудитории составляет 3.66%. В первые 24 часа после публикации контент обычно набирает 1.51% реакций от общего числа подписчиков.
Охват публикаций: В среднем каждый пост получает 1 496 просмотров. В течение первых суток публикация набирает 619 просмотров.
Реакции и взаимодействия: Аудитория активно поддерживает контент: среднее количество реакций на один пост — 2.
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 27 октября, 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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40 900

Подписчики

+524 часа

+247 дней

+45530 дней

1 496

Просмотры поста

~ 61924 часа

~ 95248 часов

3.66%

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Repost from Machine Learning with Python

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Why identical arguments can create different entries in `lru_cache`? 🤔 The lru_cache creates a key not only from the values of the arguments, but also from the way they are passed.

load(True)
load(debug=True)

Although both calls pass the same value, for the cache, these are different keys, so the function will be executed twice.

print(load.cache_info())
# CacheInfo(hits=0, misses=2, ...)

The order of named arguments can also affect how an entry is created in the cache.

func(a=1, b=2)
func(b=2, a=1)

Therefore, it is best to call cached functions in a consistent style: either by position or by name, in the same order.

load(debug=True)
load(debug=True)

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