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GTFS - данные об общественном транспорте 🚌

General Transit Feed Specification (GTFS) - это формат данных от Google, используемый для описания маршрутов общественного транспорта 🚂

Информация о расписаниях, маршрутах, остановках, видах транспорта содержится в наборе .csv файлов (иногда .txt), которые структурированны в определенном формате 📝 Подробнее - тут

Агрегаторы открытых GTFS данных для всего мира 🌐:
Mobility Database
TransitLand
GTFS Data Exchange

Также информацию об общественном транспорте можно найти на порталах открытых данных разных городов и стран. Или на отдельных платформах, например, ODPT в Японии 🇯🇵

Для обработки данных GTFS есть удобные библиотеки, например, gtfslib 🐍 и tidytransit 🐕

#geo_data

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GTFS - данные об общественном транспорте 🚌

General Transit Feed Specification (GTFS) - это формат данных от Google, используемый для описания маршрутов общественного транспорта 🚂

Информация о расписаниях, маршрутах, остановках, видах транспорта содержится в наборе .csv файлов (иногда .txt), которые структурированны в определенном формате 📝 Подробнее - тут

Агрегаторы открытых GTFS данных для всего мира 🌐:
Mobility Database
TransitLand
GTFS Data Exchange

Также информацию об общественном транспорте можно найти на порталах открытых данных разных городов и стран. Или на отдельных платформах, например, ODPT в Японии 🇯🇵

Для обработки данных GTFS есть удобные библиотеки, например, gtfslib 🐍 и tidytransit 🐕

#geo_data

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The account, "War on Fakes," was created on February 24, the same day Russian President Vladimir Putin announced a "special military operation" and troops began invading Ukraine. The page is rife with disinformation, according to The Atlantic Council's Digital Forensic Research Lab, which studies digital extremism and published a report examining the channel. Given the pro-privacy stance of the platform, it’s taken as a given that it’ll be used for a number of reasons, not all of them good. And Telegram has been attached to a fair few scandals related to terrorism, sexual exploitation and crime. Back in 2015, Vox described Telegram as “ISIS’ app of choice,” saying that the platform’s real use is the ability to use channels to distribute material to large groups at once. Telegram has acted to remove public channels affiliated with terrorism, but Pavel Durov reiterated that he had no business snooping on private conversations. These entities are reportedly operating nine Telegram channels with more than five million subscribers to whom they were making recommendations on selected listed scrips. Such recommendations induced the investors to deal in the said scrips, thereby creating artificial volume and price rise. The news also helped traders look past another report showing decades-high inflation and shake off some of the volatility from recent sessions. The Bureau of Labor Statistics' February Consumer Price Index (CPI) this week showed another surge in prices even before Russia escalated its attacks in Ukraine. The headline CPI — soaring 7.9% over last year — underscored the sticky inflationary pressures reverberating across the U.S. economy, with everything from groceries to rents and airline fares getting more expensive for everyday consumers. Just days after Russia invaded Ukraine, Durov wrote that Telegram was "increasingly becoming a source of unverified information," and he worried about the app being used to "incite ethnic hatred."
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