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webatla-technologies-python-2026-09-11.jsonl.zst · 865 055 рядків · 14 колонок Свіжий експорт щодня
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Показано 5 з 865 055 рядків · Technologies · Повний стек технологій кожного сайту, від CMS і платежів до аналітики та фреймворків.

Сайти на Python за країною

КраїнаСайтиЧастка
🇺🇸 Сполучені Штати 488 788 61,4%
🇨🇭 Швейцарія 83 495 10,5%
🇩🇪 Німеччина 68 295 8,6%
🇫🇷 Франція 32 472 4,1%
🇳🇱 Нідерланди 22 975 2,9%

Сайти на Python за TLD

TLDСайтиЧастка
.com 365 713 42,3%
.br 64 876 7,5%
.es 44 942 5,2%
.de 41 593 4,8%
.ch 40 691 4,7%

Розподіл за версіями

Виявлені версії Python серед усіх 865 055 сайтів.

ВерсіяСайтиЧастка
2.7.5 23,146 31.2%
3.12 8,480 11.4%
3.9.25 5,994 8.1%
3.12.13 5,788 7.8%
3.12.3 4,261 5.7%

Датасет Python

Кожен сайт, на якому ми виявили Python, з версією, хостингом, країною, TLD та рейтингом трафіку.

Python міститься в 2 датасетах

Виявлення Python входить до Technologies (€159/міс) та All data (€599/міс). Придбайте будь-який, щоб відфільтрувати повний список із 865 055 сайтів, або спершу завантажте безкоштовний зразок.

Ваші завантаження для Python

Куплені вами датасети у зрізі «Python». Кожна кнопка одразу завантажує свіжий щоденний експорт.

Формат: JSONL (zstd) Датасет оновлено: 2026-09-11

API, колонки і рецепти → /account/api

Про Python

Мови на боці сервера не спостерігають, а виводять. Ніщо в сторінці не каже, що саме її створило, доки машина сама не зголоситься про це в заголовку відповіді, на сторінці помилки, у назві сесійного куки, у характерному для фреймворку шаблоні адрес чи в розкладці шляхів до статичних ресурсів. Будь-який підрахунок Python у публічному вебі, наш зокрема, є нижньою межею, і він зміщений на користь серверів, які про себе розповідають.

Колонка версій робить зміщення видимим, і її варто уважно прочитати, перш ніж цитувати. Найчастіше ми фіксуємо випуск 2.7.5, гілку, яка давно перестала отримувати підтримку від розробників, а всього різних версій у нас записано стільки: 225. Чесне прочитання полягає не в тому, що сучасний веб працює на застарілому інтерпретаторі, а в тому, що машини, які оголошують свій інтерпретатор, зазвичай працюють на пакеті операційної системи з довгим циклом підтримки, тоді як зібраний цього року контейнер не каже нічого.

Поряд із першим зміщенням іде друге. Фреймворки по-різному голосно себе називають, і стек за зворотним проксі, який зрізає заголовки, повністю сховає свою мову, тоді як той самий застосунок за типовою конфігурацією її оголосить. Видима популяція тому сформована звичками експлуатації не менше, ніж вибором технології, і будь-яке порівняння між країнами чи хостинговими провайдерами є почасти порівнянням того, як налаштовані їхні сервери.

Комерційний висновок із наявності сильніший за технічний. Сайт із цією мовою позаду має застосунок, а отже інженерну команду або підрядника, процес розгортання і зазвичай сусідство з роботою над даними, бо та сама мова несе аналітику, машинне навчання та внутрішні інструменти. Домени, де мова видима, є потенційними клієнтами для хостингу, спостережуваності, відстеження помилок, сканування залежностей і найму розробників, і популяція ця геть інша, ніж сайти, зібрані в конструкторі.

Станом на вересень 2026 р. кількість сайтів, де ми її фіксуємо, становить 865 055. Найбільше таких сайтів розташовано у США, і ми нарахували там стільки: 488 788, а закінченням домену, прикріпленим найчастіше, є .com. Випущена у 1991 році й поширювана як Open Source, мова мала вдосталь часу, щоб розійтися по місцях, де її взагалі не вважають вебтехнологією, і почасти саме тому видимий і справжній сліди так сильно розходяться.

Розрив між цими двома слідами і є причиною працювати з переліком, а не з поодинокою перевіркою. Перевірка каже, чи розкрив один домен свою мову того дня, коли ви запитали. Файл із одним рядком на домен дає змогу виміряти, як часто мову взагалі розкривають, порівняти цю частоту між країнами та хостинговими провайдерами, відокремити сайти, які виказують рядки версій, і вважати решту невідомою, а не порожньою. Відсутність у цьому наборі даних слід читати як не спостережено, а ніколи як не використовується, і різниця ця стає придатною до роботи лише тоді, коли перед вами вся популяція, а не одна відповідь.

У такому вжитку файл підтримує питання, які важать для оцінки ринку розробників. Які хости концентрують видимі розгортання, які країнові сегменти розкривають більше за інші, як розподіл версій рухається між знімками і які з ваших власних облікових записів потрапляють до групи, що виказує достатньо, аби її взагалі відстежувати.

Поширені питання

Скільки сайтів використовують Python?

webatla виявляє Python на 865K сайтах, дані оновлюються щодня, і для кожного сайту є домен, DNS, WHOIS, IP, країна та рейтинг.

Чи можна завантажити список сайтів, що використовують Python?

Так, як структурований JSONL. Спершу візьміть безкоштовний зразок.

Що включено для кожного сайту і наскільки свіжі дані?

Домен, DNS, RDAP/WHOIS, повний стек технологій, IP і країну, PageRank і Harmonic, з повторним виявленням та експортом щодня.

Як знайти всі сайти, що використовують Python?

Придбайте датасет Technologies та завантажте повний список доменів, на яких ми виявили Python. Список оновлюється щодня.

Що ще є в даних про технологію Python?

Кожен рядок показує Python поряд з іншими технологіями на тому ж сайті, а також DNS, WHOIS, IP, країну та рейтинг.

Чи можна завантажити лише сайти на Python, чи всю базу?

І те, і те. Усі сайти на Python — у датасеті Technologies, одним файлом. Або візьміть All data, усю базу: технології плюс ідентифікація, рейтинг, DNS і RDAP/WHOIS для кожного домену в одному файлі. Разова оплата, щоденний свіжий експорт, без підписки.

Як завантажити список сайтів, що використовують Python?

Три кроки: (1) візьміть безкоштовний зразок на 10 000 рядків, щоб перевірити схему, (2) купіть датасет Technologies, (3) завантажте повний список усіх доменів, де ми виявили Python, у форматі JSON Lines. Файл експортується заново щодня, тож ви можете завантажувати найсвіжіший список будь-коли в межах періоду доступу. Кожен рядок містить домен плюс DNS, WHOIS, IP, країну хостингу та рейтинг.

Отримайте повний список сайтів, що використовують Python

Оберіть датасет, який охоплює потрібні вам дані. Кожен містить Python і завантажується у JSONL зі щоденним оновленням.

Technologies 14 колонок

Повний стек технологій кожного сайту, від CMS і платежів до аналітики та фреймворків.

€159 / міс
Купити й завантажити Завантажити зразок датасету
All data 23 колонки

Усе, що ми маємо, одним пакетом. Повний всесвіт webatla.

€599 / міс
Купити й завантажити Завантажити зразок датасету

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