{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"from voyage.data import CityData\n",
"from voyage.main import *"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"CITY = \"spb\"\n",
"OPPOSITE_CITY = \"berlin\""
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"city_data = CityData(CITY)\n",
"opposite_city_data = CityData(OPPOSITE_CITY)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
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"Загородный Проспект
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"Пионерская Улица
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"3-Я Линия В. О.
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"Площадь Морской Славы
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"19-Я Линия В.O.
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"Площадь Ленина
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"Морской Проспект
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"Лифляндская Улица
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"Яхтенная Улица
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"Рижский Проспект
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"Первомайская Улица
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"Улица Нахимова
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"Площадь Островского
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"Улица Сикейроса
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"Улица Писарева
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"Проспект Авиаконструкторов
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"Миллионная Улица
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"Улица Чапыгина
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"Северный Проспект
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"Троицкий Мост
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"Штурманская Улица
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"Петропавловская Улица
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"Старо-Петергофский Проспект
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"Улица Ленина
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"Стародеревенская Улица
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"Петровский Проспект
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"Цветочная Улица
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"Улица Канонерский Остров
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"Улица Ивана Фомина
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"Наличная Улица
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"Улица Зайцева
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"Переулок Пирогова
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"Переулок Гривцова
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"Улица Подвойского
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"1-Й Елагин Мост
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"Ириновский Проспект
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"21-Я Линия В.О.
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"2-Й Елагин Мост
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"Дворцовый Мост
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"16-Я Линия B.O.
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"Газовая Улица
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"Крестовский Проспект
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"Кронверкская Улица
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"Кубинская Улица
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"Дунайский Проспект
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"Вязовая Улица
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"Двинская Улица
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"Автовская Улица
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"13-Я Линия В.О
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"Выборгская Набережная
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"Ждановская Набережная
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"Волынский Переулок
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"22-Я Линия Васильевского Острова
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"1-Я Линия Во
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"Боткинская Улица
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"Константиновский Проспект
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"Биржевой Переулок
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"Железноводская Улица
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"Подрезова Улица
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"Дивенская Улица
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"Проспект Наставников
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"Проспект Мечникова
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"Проспект Металлистов
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"Инструментальная Улица
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"Проспект Луначарского
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"Улица Маршала Казакова
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"Проспект Испытателей
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"Улица Беринга
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"Улица Некрасова
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"Площадь Балтийского Вокзала
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"Улица Прокофьева
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"Зверинская Улица
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"Потёмкинская Улица
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"Проспект Динамо
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"Долгоозeрная Улица
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"Замшина Улица
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"Аптекарская Набережная
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"Барочная Улица
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"Улица Белышева
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"Улица Васи Алексеева
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"Улица Академика Крылова
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"Бумажная Улица
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"Улица Глинки
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"Товарищеский Проспект
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"Улица Джона Рида
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"Таллинское Шоссе
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"Улица Егорова
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"Библиотечный Переулок
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"Улица Комиссара Смирнова
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"Улица Ломоносова
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"Балтийская Улица
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"Балканская Улица
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"Ропшинская Улица
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"Пушкинская Улица
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"Улица Куйбышева
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"Улица Лизы Чайкиной
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"Проспект Энергетиков
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"Улица Розенштейна
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"Улица Литераторов
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"Проспект Уткин
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"Главная Улица
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"Улица Берег Невской Губы
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"Набережная Реки Малой Невки
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"Никольская Площадь
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"Шпалерная Улица
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"Набережная Адмирала Лазарева
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"Шоссе Революции
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"Новосмоленская Набережная
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"Новорощинская Улица
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"Ленская Улица
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"Никольский Переулок
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"Улица Шаврова
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"Клубный Переулок
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"Ольгина Улица
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"Школьная Улица
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"Набережная Чёрной Речки
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"Конюшенная Площадь
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"Морская Улица
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"Московское Шоссе
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"14-Я Линия B.O.
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"Кушелевская Дорога
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"Фонарный Переулок
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"Улица Чайковского
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"Новочеркасский Проспект
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"Улица Типанова
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"Улица Союза Печатников
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"Улица Тельмана
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"Малая Конюшенная Улица
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"Литовская Улица
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"Улица Степана Разина
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"Кантемировская Улица
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"Южная Аллея
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"Переулок Антоненко
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"Перекопская Улица
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"Улица Коммуны
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"Улица Жуковского
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"10-Я Красноармейская Улица
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"Улица Комсомола
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"Большая Разночинная Улица
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"Белградская Улица
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"Шкиперский Проток
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"Улица Имени Тельмана
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"Хасанская Улица
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"Якобштадтский Переулок
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"Бестужевская Улица
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"Улица Ванеева
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"12-Я Красноармейская Улица
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"Улица Графтио
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"Улица Жукова
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"Большая Монетная Улица
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"Улица Губина
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"Большая Озёрная Улица
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"10-Я Линия В. О.
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"Улица Достоевского
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"Эриванская Улица
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"Улица Генерала Хрулёва
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"Улица Ворошилова
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"Шуваловский Проспект
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"Улица Володи Ермака
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"Большая Десятинная Улица
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"Благовещенский Мост
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"Улица Верности
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"Улица Жени Егоровой
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"Улица Ватутина
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"Улица Кропоткина
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"Улица Смолячкова
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"15-Я Линия B.O.
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"Flughafen Frankfurt Am Main
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"Авиационная Улица
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"Улица Фрунзе
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"Улица Федосеенко
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"Toužimská
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"Улица Оскаленко
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"Улица Партизана Германа
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"Улица Пасторова
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"Le Haut De Galy
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"Fatima Jinnah Road
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"Улица Народная
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"Улица Трефолева
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"8-Я Советская Улица
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"Улица Правды
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"4-Я Линия В.О.
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"Улица Рентгена
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"Улица Репина
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"Улица Рубинштейна
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"3-Я Линия 2-Й Половины
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"Улица Фучика
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"Улица Михайлова
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"Улица Крыленко
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"Улица Щербакова
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"Ушаковская Набережная
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"Афонская Улица
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"Арсенальная Улица
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"Учебный Переулок
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"Уральская Улица
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"18-Я Линия В.O.
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"3-Й Елагин Мост
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"Улица Яблочкова
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"Улица Маркина
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"Улица Мира
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"Адмиралтейский Проезд
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"Автомобильная Улица
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"Улица Шкапина
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"Улица Шевченко
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"Улица Матроса Железняка
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"2-Я Красноармейская Улица
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"Улица Мебельная
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"2-Я Линия В. О.
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"Лицейский Переулок
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"Спасский Переулок
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"Улица Асафьева
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"Площадь Старого Театра
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"Клочков Переулок
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"Новоколомяжский Проспект
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"Оборонная Улица
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"Ораниенбаумская Улица
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"Клинский Проспект
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"Кирочная Улица
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"Керченский Переулок
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"Каширское Шоссе
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"Переулок Макаренко
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"Карповский Мост
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"Песочная Набережная
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"Петербургское Шоссе
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"Канонерская Улица
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"Камышовая Улица
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"Камская Улица
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"Кадетская Линия Во
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"Пилотная Улица
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"Кад(77 Километр Внешн.)
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"Институтский Переулок
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"Площадь Искусств
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"Площадь Карла Фаберже
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"Инженерная Улица
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"Зоологический Переулок
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"Площадь Льва Толстого
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"Заусадебная Улица
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"Никольская Улица
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"Нейшлотский Переулок
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"Колпинская Улица
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"Лахтинский Проспект
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"Львиный Переулок
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"Магазейная Улица
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"Малая Балканская Улица
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"Малая Десятинная Улица
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"Литейный Мост
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"Гранд_Каньон",
"Ketch_Up_Buergers",
"Хаусбар_Озерки_Санкт_Петерсбург",
"Метро_Озерки",
"Kriek",
"Мюнхель",
"Prospekt_Prosvechtchenia",
"JOKI_JOYA_Семейные_парки_активного_отдыха",
"Марчелллис",
"Mama_Roma",
"ТРК_Гранд_Каньон",
"Home_Kissproject",
"Хаус_Бар",
"Две_Палочки",
"Club_154",
"Дивный_Город",
"Prospekt_Prosve_enija",
"Prospekt_Prosvescheniya",
"Исаакиевская_Площадь",
"Главный_Штаб_Эрмитажа",
"Дом_Великанов_И_Музей_Иллюзий",
"Hotel_Astoria_a_Rocco_Forte_Hotel",
"Hotel_Astoria",
"Дом_Великана_Большая_Морская_5",
"Музей_Иллюзий",
"Дворцовая_Площадь_Санкт_Петербург",
"СПбГУТД",
"Teplo",
"Большая_морская",
"Брат",
"Coffee_Bar_Bonch",
"Rocco_Forte_Astoria",
"РОСФОТО",
"Большая_Морская_Ул_",
"Выставочный_центр_Санкт_Петербургского_Союза_Художников",
"Евразия",
"Арка_Генштаба_",
"Rock_Star_Cafe",
"Особняк_Половцова_Дом_Архитектора_",
"Пхали_Хинкали",
"СПбГУТД",
"Made_in_China",
"Italy_Bottega_Restaurant",
"Jerome",
"Таврический_Парк",
"Малая_Морская",
"Музей_РОСФОТО_Rosphoto_museum",
"Санкт_Петербургский_Союз_Художников",
"Saint_Petersburg_State_University_of_Aerospace_Instrumentation",
"Ресторан_Тепло",
"12_Комнат",
"Адмиралтейство",
"Астория_Санкт_Петербург",
"Отель_Астория",
"Антрекот",
"Ногам_Дорогу_Роллер_школа_Роллердром",
"Набережная_Реки_Мойки",
"Санкт_Петербург_Невский_Проспект",
"Taleon_Imperial_Hotel",
"Ресторанный_Проект_Biblioteka",
"Марчелиs_Невский_21",
"Stroganov_Palace",
"Библиотека_вкусов",
"Gloss_Caf_",
"Taleon_Imperial_Hotel",
"Дом_Вверх_Дном",
"Кафе_Литературное",
"Nevskiy_Prospect",
"СПб",
"Лавка_художника",
"ЦИ_Невский_8",
"Пустота",
"Кофе_Хауз",
"Музей_Восковых_Фигур",
"Талион_Империал_Отель",
"ANY_Pasta_сеть_ресторанов_на_каждый_день",
"The_Hermitage_Winter_Palace_St_petersburge_Russia",
"Марчеллиs",
"БАР_СПб",
"Neva",
"St_Petersburgh_Centre",
"FD_Антикафе",
"Breadmeatbar",
"Institut_fran_ais_de_Saint_P_tersbourg",
"Zara",
"Le_Pain_Quotidien",
"Невский_проспект",
"Армянская_Апостольская_Церковь_Святой_Екатерины",
"St_Isaac_Cathedral_St_Petersburg",
"Храм_Спаса_на_Крови",
"Moyka_River",
"Au_Pont_Rouge",
"Kempinski_Hotel_Moika_22",
"Herzen_University",
"Юсуповский_Дворец",
"Капелла_Санкт_Петербурга_St_Petersburg_State_Academic_Capella",
"Skypoint_на_Мойке",
"St_Petersburg_Port_Russia",
"Moika_Palace",
"Река_Мойка_Санкт_Петербург_",
"Юсуповский_Дворец_на_Мойке",
"Академическая_Капелла",
"Арка_Главного_Штаба",
"Yusupov_Palace",
"Park_By_Osipchuk",
"Синий_Мост",
"Музей_квартира_Пушкина",
"РГПУ_Им_Герцена",
"Всероссийский_музей_А_С_Пушкина",
"Domina_Russia",
"Hermitage_General_Staff_Building",
"Дачники",
"Park_By_Osipchuk",
"Oh_Mumbai",
"Museum",
"ДОМ_ресторан_бар",
"Soul_Kitchen_Hostel_in_St_Petersburg_Russia",
"Cartier",
"Музей_Варежки",
"Здание_Главного_штаба",
"Domina_St_Petersburg",
"St_Isaac_Square",
"Shatush",
"Yusupov_Palace_Saint_Petersburg",
"Neva_River_canal",
"Музей_квартира_А_С_Пушкина",
"Petrogradskaya",
"Санкт_Петербург_Петроградская_Сторона",
"Дк_Им_Ленсовета",
"Ленфильм",
"Lenfilm",
"Театр_антрепризы_имени_Андрея_Миронова",
"Каменоостровский_Проспект",
"Kamennoostrovskiy_Prospekt",
"Петроградская",
"Австрийская_Площадь",
"Adini_Studio",
"Дворец_Культуры_Им_Ленсовета",
"Паруса_на_крыше",
"Финский_Залив",
"Дом_Бенуа",
"Verl_Garden",
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"Микрокофейня_ТЧК",
"Kokon_Space_пространство_сотворения",
"Академия_Лореаль",
"Manneken_Pis_на_Каменноостровском",
"Сырник",
"CULTSOME",
"Coffeeroom",
"Каменноостровский_Пр_",
"Ленфильм",
"Киностудия_Ленфильм",
"Stone_Fight_Gym",
"Unique_Fabric_Каменноостровский_пр_17",
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"Соборная_Мечеть",
"Ленфильм_Киностудия",
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"Saint_Isaacs_Cathedral",
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"Исаакиевский_собор",
"Исакиевский_Собор",
"Исаакиевский_собор",
"Исаакиевский_собор",
"Catedral_de_San_Isaac",
"Исаакиевский_собор",
"Ресторан_Мансарда_Restaurant_Mansarda",
"Исаакиевский_Собор_Санкт_Петербург",
"Исакиевская_Площадь",
"St_petersburg_Russia",
"Saint_Issacs_Cathedral_Isaakevsky_Sobor",
"Catedral_de_Santo_Isaac",
"Исаакиевский_собор",
"St_issac_Church",
"Monument_to_Nicholas_I",
"Cath_drale_Saint_Isaac_de_Saint_P_tersbourg",
"Каланада_Исаакиевский_Собор",
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"Пупышево",
"Исакиевский_Собор_40_Метров",
"Законодательное_Собрание_Санкт_Петербурга",
"Cattedrale_di_SantIsacco",
"St_isaac_s_Cathedral",
"Isaakskathedrale",
"Просвет",
"Атлантик_Сити",
"Ул_Савушкина",
"Меркурий",
"Ч_рная_речка",
"ТРК_Меркурий",
"Maximilian_Brauhaus",
"ресторан_Птичий_двор",
"Ленинградская_Область",
"Ресторан_Юность_",
"Bali",
"World_Class",
"Ресторан_Бали",
"World_Class",
"Sportlife_Club",
"Евросиб_Лахта",
"Старая_Деревня",
"Савушкина",
"Мираж_Синема",
"Великий_Новгород",
"Yota_HQ",
"Ice_Park",
"Кинг_Понг",
"АпрельКафе",
"Птичий_Двор",
"Maximilian_Brauhaus",
"ТРК_Атлантик_Сити",
"На_Савушкина",
"Парк_300_летия_Санкт_Петербурга",
"Piterland",
"Питерлэнд",
"Парк_300_летия_Санкт_Петербурга",
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"Питерлэнд",
"Питерленд",
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"_Авангард_официальный_дилер_Мерседес_Бенц_",
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"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Пр-т Энгельса",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Большая Морская Ул.",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Невский Пр-т",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Наб. Реки Мойки",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Каменноостровский Пр-т",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Исаакиевская Пл.",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Ул. Савушкина",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Приморский Пр-т",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Малая Морская Ул.",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Южная Дорога",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Большой Пр-т Пс",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Наб. Обводного Канала",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Пр-т Добролюбова",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Университетская Наб.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Дворцовая Пл.",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Реки Фонтанки",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова",
"Наб. Канала Грибоедова"
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Заневский_каскад
Unique_Fabric_Гороховая_ул_24
8_store",
"Музей_МИСП
Erarta_Design
музей_современного_искусства_эрарта
Санкт_Петербургский_Союз_Художников
Музей_современного_искусства_и_художественные_галереи_Эрарта_",
"КАД_СПБ
Приморское_Шоссе
ЗСД
Кубинская_Улица
Московское_Шоссе",
"Михайловский_сад
Академика_Сахарова_парк
Alexander_Garden_Saint_Petersburg_
Сенатская_Площадь
Полюстровский_Парк",
"Playloft_GaGa
Всероссийский_музей_А_С_Пушкина
Institut_fran_ais_de_Saint_P_tersbourg
Академия_Художеств
Музей_квартира_Пушкина",
"Академия_Художеств
Sashatattooing
Музей_МИСП
Pakhanoff_Tattoo_Art
Chesme_Church",
"Биржевой_мост
Крейсер_Аврора
Морской_Порт_Санкт_Петербург
Alexander_Column
Санкт_Петербург_Приморский_район_Оптиков_34",
"Биржа_Бар
Douglas_Bar
Tower_Pub
Puberty
Ресторан_Маймун_24_часа",
"Санкт_Петербург_Измайловский_Сад_
Елагин_дворец
Youth_Theatre_on_the_Fontanka
Alexander_Garden_Saint_Petersburg_
New_Holland_Island",
"Estadio_Krestovski
Stade_de_Saint_P_tersbourg
Zenit_Arena
Стадион_Петровский
Стадион_Стадион_Петровский",
"Причал
Новокрестовская_Станция_метро_Санкт_Петербург
Kanonersky_Island
ЗСД
Стадион_Зенит_Арена",
"Всероссийский_музей_А_С_Пушкина
Музей_квартира_Пушкина
Institut_fran_ais_de_Saint_P_tersbourg
Российская_национальная_библиотека_National_Library_of_Russia
Главпочтамт",
"The_Safe
WAVE_burgers_more
Ресторан_Северянин
ANY_Pasta_сеть_ресторанов_на_каждый_день
Марчелиs_Невский_21",
"На_Вина_Бар_Шоп
Dickens_pub
Radio_Ireland_Irish_Pub
Breaking_Bad_beer_cafe
Kлеver_CAFE",
"Москва_Сити
Москва_City
Атлантик_Сити
Площадь_Конституции
ТРК_Атлантик_Сити"
],
"type": "bar",
"uid": "fea08f92-58aa-11e9-b97d-3c15c2cf2370",
"x": [
"dressing_room",
"martial_arts_gym",
"discotheque",
"booth",
"promenade",
"florist_shop",
"beer_hall",
"church",
"street",
"television_studio",
"coffee_shop",
"museum",
"fountain",
"sushi_bar",
"delicatessen",
"closet",
"art_gallery",
"highway",
"lawn",
"bookstore",
"art_studio",
"industrial_area",
"pub",
"picnic_area",
"stadium",
"bridge",
"library",
"restaurant",
"bar",
"skyscraper"
],
"y": [
0.21033525918417137,
0.09127572997458566,
0.0808780937690826,
0.0759627233060815,
0.06784341593918546,
0.051730477885061577,
0.04478102238223449,
0.042166746260331796,
0.03811917001498888,
0.02929514147468506,
0.026681013279709922,
0.022705612077249252,
0.02193985995763263,
0.020784466239429526,
0.01943353906374485,
0.0177103901830821,
0.01752496855812563,
0.015062611135122144,
0.014714174542454213,
0.014074283743427523,
0.01298698047876967,
0.009440533780382072,
0.009388192903891751,
0.009254445058730878,
0.009135666457106128,
0.006912064419087773,
0.006583114017977313,
0.005346659511078541,
0.004738485179817539,
0.0031951592227722754
]
}
],
"layout": {
"height": 330,
"margin": {
"b": 120,
"l": 40,
"r": 25,
"t": 30
},
"showlegend": false,
"width": 550,
"xaxis": {
"tickangle": -90,
"tickfont": {
"color": "lightgrey",
"size": 11.5
}
},
"xaxis2": {
"tickangle": -90,
"tickfont": {
"color": "lightgrey",
"size": 11.5
}
},
"yaxis": {
"tickfont": {
"color": "lightgrey",
"size": 11.5
}
},
"yaxis2": {
"tickfont": {
"color": "lightgrey",
"size": 11.5
}
}
}
},
"text/html": [
""
],
"text/vnd.plotly.v1+html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"tags_rate(city_data)"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 417,
"width": 680
}
},
"output_type": "display_data"
}
],
"source": [
"streets_features(city_data)"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
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"Estadio Krestovski
stadium, booth, promenade",
"Ледовый Дворец Санкт...
discotheque, martial_arts_gym, dressing_room",
"ресторан Птичий двор
coffee_shop, booth, martial_arts_gym",
"Оптиков 34
dressing_room, beer_hall, florist_shop",
"Остров Декабристов о...
martial_arts_gym, dressing_room, discotheque",
"Загс Приморского Рай...
dressing_room, florist_shop, martial_arts_gym",
"SportPalace
martial_arts_gym, dressing_room, television_studio",
"Питерлэнд
dressing_room, martial_arts_gym, discotheque",
"Ленинградская Област...
florist_shop, lawn, martial_arts_gym",
"Васильевский Остров ...
dressing_room, discotheque, promenade",
"Русская Рыбалка
dressing_room, florist_shop, beer_hall",
"Стадион Стадион Петр...
stadium, promenade, street",
"АпрельКафе
delicatessen, dressing_room, florist_shop",
"Питерлэнд
dressing_room, promenade, bookstore",
"Камышовая Улица
booth, martial_arts_gym, dressing_room",
"Рулька на Оптиков
dressing_room, beer_hall, discotheque",
"Центральный Парк Кул...
lawn, promenade, dressing_room",
"Ул Туристская
dressing_room, florist_shop, martial_arts_gym",
"Петропавловка
promenade, booth, dressing_room",
"ЖК Legenda на Оптико...
dressing_room, booth, martial_arts_gym",
"Новокрестовская Стан...
bridge, promenade, highway",
"Клуб Воздух
dressing_room, florist_shop, discotheque",
"Муссон
delicatessen, dressing_room, promenade",
"Yelagin Palace
florist_shop, lawn, dressing_room",
"Велотрек Локосфинкс
martial_arts_gym, stadium, booth",
"Парк Крестовский Ост...
dressing_room, martial_arts_gym, picnic_area",
"Я Романтик
martial_arts_gym, discotheque, dressing_room",
"Елагинский дворец
lawn, fountain, dressing_room",
"Токио Сити
dressing_room, florist_shop, bookstore",
"Passenger Port of St...
dressing_room, highway, promenade",
"Петровская Коса
promenade, dressing_room, discotheque",
"ЦПКиО им Кирова
dressing_room, coffee_shop, booth",
"Елагин Остров
dressing_room, lawn, coffee_shop",
"Санкт Петербург Ул Б...
dressing_room, closet, florist_shop",
"Теннисный Клуб Хасан...
martial_arts_gym, booth, discotheque",
"Шуваловский Проспект
dressing_room, street, industrial_area",
"Вербная ул
dressing_room, discotheque, florist_shop",
"Стадион Открытие Аре...
stadium, martial_arts_gym, dressing_room",
"Парашютная Д 23
martial_arts_gym, industrial_area, florist_shop",
"Графский пруд
booth, martial_arts_gym, dressing_room",
"ART of Fitness
martial_arts_gym, dressing_room, florist_shop",
"Юнтоловский заказник
highway, booth, dressing_room",
"ЖК Чистое небо
dressing_room, martial_arts_gym, industrial_area",
"Хорошее место
dressing_room, delicatessen, coffee_shop",
"ТРК Пять Озер
dressing_room, martial_arts_gym, delicatessen",
"Joki Joya
martial_arts_gym, dressing_room, television_studio",
"Юнтолово
dressing_room, florist_shop, martial_arts_gym",
"Ул Федосеенко
dressing_room, delicatessen, martial_arts_gym",
"Санкт Петербург Нева
dressing_room, discotheque, florist_shop",
"Юбилейный Квартал
dressing_room, florist_shop, booth",
"Трк Монпасье
dressing_room, florist_shop, booth",
"Юбилейный Квартал
dressing_room, florist_shop, martial_arts_gym",
"Новоколомяжский Пр 1...
martial_arts_gym, florist_shop, beer_hall",
"Gorilla Park
martial_arts_gym, dressing_room, bookstore",
"Планерная Улица
dressing_room, florist_shop, delicatessen",
"Афонская Улица 24
dressing_room, art_studio, discotheque",
"Усадьба Графа Орлова...
dressing_room, florist_shop, lawn",
"Санкт Петербург Юбил...
dressing_room, beer_hall, martial_arts_gym",
"Парашютная
dressing_room, highway, florist_shop",
"JOKY JOYA
dressing_room, martial_arts_gym, television_studio",
"Парашютная 58
dressing_room, booth, church",
"Европолис
dressing_room, television_studio, florist_shop",
"ТРЦ Монпансье Санкт ...
dressing_room, booth, closet",
"Юнтолово
dressing_room, booth, lawn",
"Каменка
martial_arts_gym, lawn, industrial_area",
"Комендана
dressing_room, discotheque, booth",
"ЖК Граффити
dressing_room, discotheque, florist_shop",
"Проспект Корол ва
dressing_room, lawn, martial_arts_gym",
"Коломяги
dressing_room, discotheque, booth",
"Крейсер Аврора
promenade, industrial_area, beer_hall",
"FOCUS Фотопространст...
dressing_room, martial_arts_gym, art_gallery",
"Polygon Photo Manufa...
dressing_room, martial_arts_gym, discotheque",
"Государственный музе...
church, booth, industrial_area",
"Puberty
dressing_room, beer_hall, discotheque",
"Studio 212
dressing_room, martial_arts_gym, florist_shop",
"Сухум Республика Абх...
promenade, dressing_room, picnic_area",
"Театр ЛДМ новая сцен...
martial_arts_gym, dressing_room, florist_shop",
"ЖК Европа Сити
dressing_room, street, martial_arts_gym",
"Петропавловская креп...
dressing_room, promenade, lawn",
"Кафе Моцарт
dressing_room, florist_shop, discotheque",
"St Peter and St Paul...
dressing_room, booth, church",
"Петропавловская Креп...
promenade, church, dressing_room",
"Petropavlovskaya Kre...
dressing_room, promenade, bookstore",
"Петровская набережна...
promenade, dressing_room, bridge",
"Koryushka Restaurant
promenade, beer_hall, sushi_bar",
"Санкт Петербургский ...
booth, dressing_room, martial_arts_gym",
"Stone Fight Gym
martial_arts_gym, booth, dressing_room",
"Московский Проспект
dressing_room, street, promenade",
"Кинотеатр Великан Па...
booth, martial_arts_gym, discotheque",
"Панорамный ресторан ...
florist_shop, dressing_room, booth",
"Петропавловский Собо...
church, booth, dressing_room",
"Фотостудия Pavilion
dressing_room, florist_shop, church",
"Фотостудия СОЛь
dressing_room, discotheque, martial_arts_gym",
"Вартемяги
florist_shop, martial_arts_gym, discotheque",
"Teatr Licedei
discotheque, dressing_room, television_studio",
"Санкт Петербург Торг...
dressing_room, television_studio, martial_arts_gym",
"Beauty Lounge
dressing_room, booth, martial_arts_gym",
"КРЫША 18
dressing_room, discotheque, street",
"Кантемировский мост
promenade, highway, booth",
"Пробка Ресторан
dressing_room, closet, sushi_bar",
"Я Дома
dressing_room, discotheque, florist_shop",
"Петроградка
dressing_room, discotheque, street",
"ЕСОД клуб
martial_arts_gym, dressing_room, booth",
"Улица Лизы Чайкиной
dressing_room, florist_shop, television_studio",
"Zayachy Island
promenade, lawn, street",
"ManDarin
dressing_room, booth, florist_shop",
"Palace Square St Pet...
promenade, dressing_room, closet",
"Peter and Paul Fortr...
dressing_room, promenade, booth",
"Hotel Vedensky
dressing_room, discotheque, booth",
"ЖК Skandi Klubb
dressing_room, street, booth",
"Studio 212
dressing_room, martial_arts_gym, discotheque",
"ГУМРФ имени адмирала...
dressing_room, booth, street",
"Jean Louis David Pet...
dressing_room, florist_shop, booth",
"Лужайка
dressing_room, florist_shop, lawn",
"Бахрома
dressing_room, discotheque, martial_arts_gym",
"Ресторан теплоход Во...
dressing_room, promenade, closet",
"Лабиринтум
discotheque, television_studio, dressing_room",
"Соборная Мечеть
church, booth, industrial_area",
"Forteresse Pierre et...
promenade, church, dressing_room",
"Фотолофт МАЯК
dressing_room, discotheque, art_gallery",
"Место
dressing_room, booth, discotheque",
"Проспект Медиков
booth, dressing_room, street",
"Эль Стиль Спб
dressing_room, martial_arts_gym, street",
"District de Petrogra...
dressing_room, florist_shop, booth",
"Contour Family
discotheque, florist_shop, dressing_room",
"Санкт Перербург Заяч...
promenade, dressing_room, picnic_area",
"Фотостудия Pavilion
dressing_room, discotheque, martial_arts_gym",
"Сампсониевский сад
lawn, promenade, picnic_area",
"Manneken Pis на Каме...
beer_hall, sushi_bar, booth",
"Ploshchad Lenina Sai...
promenade, street, dressing_room",
"Крейсер Аврора
promenade, industrial_area, beer_hall",
"Paninaro Аlimentari ...
sushi_bar, coffee_shop, dressing_room",
"Saints Peter and Pau...
church, promenade, industrial_area",
"Backstage CrossFit
martial_arts_gym, television_studio, discotheque",
"Невские Берега
promenade, booth, dressing_room",
"Военно Медицинская А...
dressing_room, museum, street",
"Lenfilm
dressing_room, beer_hall, television_studio",
"Займемся Кофе
coffee_shop, florist_shop, dressing_room",
"bolshoybar
dressing_room, beer_hall, coffee_shop",
"La Vue Ресторан на К...
dressing_room, florist_shop, promenade",
"Bump Club
martial_arts_gym, dressing_room, art_studio",
"Санкт Петербургская ...
florist_shop, dressing_room, booth",
"Sport Life
martial_arts_gym, dressing_room, florist_shop",
"Вифк
martial_arts_gym, dressing_room, industrial_area",
"Petrogradskij rajon
dressing_room, florist_shop, street",
"Crucero Aurora
promenade, lawn, industrial_area",
"Catedral de San Pedr...
church, dressing_room, lawn",
"Ресторан Ginza
dressing_room, martial_arts_gym, street",
"Жемчужина центр Худо...
martial_arts_gym, booth, dressing_room",
"RED S W
dressing_room, beer_hall, coffee_shop",
"Академия Волейбола П...
martial_arts_gym, booth, stadium",
"Санкт Петербург ру
dressing_room, martial_arts_gym, booth",
"Зоопарк
dressing_room, florist_shop, fountain",
"Салон Красоты Забава...
dressing_room, martial_arts_gym, discotheque",
"Keratinpro Имидж Сту...
dressing_room, florist_shop, booth",
"ТК ПИК
dressing_room, martial_arts_gym, closet",
"Река Нева
promenade, street, bridge",
"Дворцовая Набережная...
promenade, highway, martial_arts_gym",
"Ресторан Корюшка
florist_shop, martial_arts_gym, dressing_room",
"Марчеллис Александро...
martial_arts_gym, delicatessen, beer_hall",
"Vyborgskaya
dressing_room, discotheque, promenade",
"Парк 300 Летия Санкт...
dressing_room, promenade, booth",
"Fitness House Presti...
martial_arts_gym, dressing_room, television_studio",
"Барбершоп Франт Санк...
dressing_room, bookstore, discotheque",
"Набережная Реки Карп...
dressing_room, promenade, discotheque",
"Чкаловский
dressing_room, martial_arts_gym, florist_shop",
"Gorkovska a
dressing_room, promenade, street",
"Russian cruiser Auro...
promenade, industrial_area, fountain",
"Ботанический сад Пет...
dressing_room, florist_shop, closet",
"Соборная Мечеть
church, promenade, industrial_area",
"S M Kirov Military M...
martial_arts_gym, fountain, dressing_room",
"Ленинградский Зоопар...
florist_shop, dressing_room, booth",
"Санкт Петербург Петр...
dressing_room, promenade, museum",
"Ботанический Сад
florist_shop, booth, sushi_bar",
"Пляж Петропавловки
promenade, dressing_room, martial_arts_gym",
"Музей сновидений Зиг...
dressing_room, booth, martial_arts_gym",
"Театр Мюзик Холл
dressing_room, martial_arts_gym, street",
"
dressing_room, street, martial_arts_gym",
"REGATTA
promenade, dressing_room, booth",
"Leningrad Zoo
florist_shop, dressing_room, picnic_area",
"Fortezza di Pietro e...
promenade, dressing_room, booth",
"Adini Studio
dressing_room, television_studio, martial_arts_gym",
"Coffeeroom
dressing_room, coffee_shop, street",
"Ладожское Озеро
dressing_room, promenade, closet",
"Петропавловская Креп...
promenade, dressing_room, booth",
"Троицкая Площадь
florist_shop, promenade, street",
"Петропавловская креп...
dressing_room, booth, promenade",
"White Group
dressing_room, coffee_shop, booth",
"Семейный ресторан Лю...
discotheque, street, dressing_room",
"Михайловский сад
lawn, picnic_area, dressing_room",
"Счастье На Большом
dressing_room, street, florist_shop",
"Fortaleza de San Ped...
promenade, dressing_room, street",
"Гинза
dressing_room, florist_shop, street",
"Distrito de Petrogra...
dressing_room, florist_shop, coffee_shop",
"Checkpoint Fitness S...
martial_arts_gym, dressing_room, sushi_bar",
"Сампсониевский Мост
promenade, industrial_area, booth",
"Ботанический сад БИН...
florist_shop, booth, dressing_room",
"First Pavlov State M...
dressing_room, promenade, martial_arts_gym",
"Ginza Project
dressing_room, discotheque, martial_arts_gym",
"Saint Petersburg Hot...
dressing_room, promenade, delicatessen",
"Аврора
promenade, industrial_area, discotheque",
"Санкт Петербург Нева
promenade, dressing_room, street",
"Первый Мед Им Павлов...
dressing_room, martial_arts_gym, booth",
"Russian Tour
discotheque, dressing_room, martial_arts_gym",
"Южно Приморский парк...
fountain, lawn, promenade",
"Ателье Tapas Bar
dressing_room, florist_shop, sushi_bar",
"Рыбацкое
dressing_room, martial_arts_gym, discotheque",
"Великан Парк
dressing_room, booth, discotheque",
"Петроградская Набере...
discotheque, booth, beer_hall",
"Петропавловская креп...
dressing_room, promenade, church",
"Алые Паруса
beer_hall, dressing_room, closet",
"Профессора Попова
martial_arts_gym, dressing_room, closet",
"Лдм
dressing_room, booth, discotheque",
"Санкт Петербург Двор...
promenade, highway, fountain",
"Kokon Space простран...
martial_arts_gym, dressing_room, booth",
"BEDFORD STUDIO
dressing_room, martial_arts_gym, discotheque",
"Лазаревский Мост
bridge, promenade, highway",
"Ресторан Volga Volga
dressing_room, florist_shop, martial_arts_gym",
"Каменноостровский Пр...
florist_shop, discotheque, dressing_room",
"ул Бутлерова
dressing_room, martial_arts_gym, stadium",
"G Bar Санкт Петербур...
dressing_room, florist_shop, street",
"Аптекарская Набережн...
promenade, industrial_area, martial_arts_gym",
"Киностудия Ленфильм
dressing_room, booth, martial_arts_gym",
"БЦ Сенатор Пр Попова
dressing_room, florist_shop, beer_hall",
"Лев и птичка
dressing_room, coffee_shop, delicatessen",
"Neva River
promenade, street, bridge",
"Saint Petersburg Sta...
dressing_room, lawn, booth",
"Petrogradsky Distric...
martial_arts_gym, dressing_room, street",
"Добролюбова
dressing_room, street, booth",
"Площадь Ленина
promenade, fountain, dressing_room",
"Елагин Парк
lawn, florist_shop, booth",
"Нева
promenade, discotheque, bridge",
"Городская больница 3...
dressing_room, booth, highway",
"Fabrika
dressing_room, television_studio, closet",
"Фотостудия Like
martial_arts_gym, dressing_room, florist_shop",
"Kamennoostrovskiy Pr...
dressing_room, street, promenade",
"Skypoint на Зверинск...
dressing_room, martial_arts_gym, florist_shop",
"Троицкий мост
promenade, bridge, dressing_room",
"Санкт Петербург Петр...
dressing_room, booth, church",
"Saint Petersburg
dressing_room, museum, street",
"Петропавловская Креп...
promenade, dressing_room, booth",
"RIVER HOUSE
florist_shop, dressing_room, beer_hall",
"Hard Candy Fitness
martial_arts_gym, dressing_room, promenade",
"Петропавловская креп...
dressing_room, promenade, street",
"Загс Петроградского ...
dressing_room, florist_shop, discotheque",
"Probka На Добролюбов...
dressing_room, martial_arts_gym, florist_shop",
"Saint Petersburg Mos...
church, dressing_room, industrial_area",
"Peter and Paul Cathe...
promenade, museum, church",
"Особняк Глуховского
dressing_room, church, martial_arts_gym",
"Южная Дорога Крестов...
promenade, bridge, dressing_room",
"Bar 76
beer_hall, dressing_room, sushi_bar",
"Свято Иоанновский Ст...
church, highway, florist_shop",
"Санкт Петербург
florist_shop, dressing_room, church",
"Фитнес Хаус
martial_arts_gym, dressing_room, booth",
"Дк Выборгский
church, booth, dressing_room",
"Большой Сампсониевск...
dressing_room, discotheque, street",
"Ботанический музей Б...
martial_arts_gym, florist_shop, dressing_room",
"А2 Green Concert
dressing_room, discotheque, martial_arts_gym",
"Малая Посадская
martial_arts_gym, dressing_room, florist_shop",
"Дом Бенуа
dressing_room, florist_shop, booth",
"Riba Рыба
florist_shop, dressing_room, booth",
"Скотное
martial_arts_gym, highway, dressing_room",
"Москва
dressing_room, highway, martial_arts_gym",
"ДК Выборгский
martial_arts_gym, booth, dressing_room",
"Ресторан Белка
dressing_room, coffee_shop, martial_arts_gym",
"Finland Station
promenade, booth, fountain",
"Ткуик
dressing_room, martial_arts_gym, booth",
"Ботанический сад Пет...
florist_shop, booth, fountain",
"Дворцовая Наб
promenade, martial_arts_gym, discotheque",
"Гостиница Санкт Пете...
dressing_room, booth, promenade",
"Fortaleza de S o Ped...
promenade, dressing_room, bridge",
"ПСПбГМУ им ак Павлов...
dressing_room, martial_arts_gym, booth",
"Дворцовая площадь
promenade, dressing_room, street",
"Планетарий
dressing_room, museum, discotheque",
"Гренад рский Мост
promenade, dressing_room, industrial_area",
"Фотостудия Fabrika
dressing_room, booth, martial_arts_gym",
"Заячий остров
promenade, dressing_room, bridge",
"Coffee 3 SPB
dressing_room, coffee_shop, television_studio",
"Saint Petersburg Bot...
florist_shop, booth, coffee_shop",
"На Речке
florist_shop, dressing_room, lawn",
"Крестовский остров
fountain, dressing_room, promenade",
"Фотостудия Bouton
dressing_room, martial_arts_gym, discotheque",
"Gorkovskaya
promenade, dressing_room, street",
"Эрмитаж музей
church, promenade, art_gallery",
"Балтийский Дом
dressing_room, television_studio, booth",
"Заячий Мост
promenade, bridge, museum",
"Unique Fabric Каменн...
closet, dressing_room, street",
"Beyond Salon Spa
dressing_room, martial_arts_gym, television_studio",
"Пляж Петропавловской...
promenade, dressing_room, street",
"Crystal Hall
florist_shop, dressing_room, booth",
"DAYNIGHT
dressing_room, closet, museum",
"Trinity Bridge Saint...
promenade, dressing_room, bridge",
"Арт центр Печатный д...
martial_arts_gym, dressing_room, florist_shop",
"Приморское Шоссе Фин...
dressing_room, sushi_bar, florist_shop",
"Литейный мост
promenade, dressing_room, discotheque",
"Сеть картинг клубов ...
martial_arts_gym, television_studio, booth",
"ТРЦ ЛЕТО
dressing_room, martial_arts_gym, discotheque",
"Пулково3
martial_arts_gym, booth, television_studio",
"Жилой эко комплекс Т...
martial_arts_gym, dressing_room, closet",
"Жк триумф Парк
dressing_room, booth, martial_arts_gym",
"ТРК ЛЕТО
dressing_room, martial_arts_gym, bookstore",
"Moskovsky District S...
dressing_room, florist_shop, booth",
"Московский район Сан...
dressing_room, martial_arts_gym, closet",
"Pulkovo III
martial_arts_gym, dressing_room, beer_hall",
"Technopolis
dressing_room, florist_shop, booth",
"Балкания Нова Тк
dressing_room, martial_arts_gym, florist_shop",
"Авиагородок
dressing_room, florist_shop, discotheque",
"Пулковское Шоссе 40
martial_arts_gym, discotheque, booth",
"Пулковский Посад
florist_shop, dressing_room, booth",
"METRO Cash Carry
delicatessen, booth, bookstore",
"Rock Town
martial_arts_gym, dressing_room, art_studio",
"КидБург Новосибирск ...
martial_arts_gym, dressing_room, booth",
"ЖК Калина парк
dressing_room, booth, martial_arts_gym",
"Кондратьевский Просп...
dressing_room, florist_shop, martial_arts_gym",
"Спортивный клуб Олим...
martial_arts_gym, dressing_room, booth",
"Площадь Александра Н...
dressing_room, booth, street",
"На Кондратьевском
martial_arts_gym, dressing_room, delicatessen",
"Olymp
martial_arts_gym, dressing_room, promenade",
"Семейный Ресторан Лю...
dressing_room, beer_hall, florist_shop",
"Пр Наставников
dressing_room, florist_shop, martial_arts_gym",
"Ленская Улица
dressing_room, florist_shop, street",
"Токио Сити
dressing_room, beer_hall, discotheque",
"Кинотеатр Mori ТК Ию...
florist_shop, booth, martial_arts_gym",
"Всеволожский район
florist_shop, highway, booth",
"Музей Уличного Искус...
dressing_room, museum, martial_arts_gym",
"Литейный
dressing_room, discotheque, beer_hall",
"Street Art Museum Му...
dressing_room, martial_arts_gym, television_studio",
"Пури Ginza Project
dressing_room, booth, sushi_bar",
"Ресторан Этаж 41
dressing_room, highway, booth",
"Некрасовский Колледж
dressing_room, bookstore, martial_arts_gym",
"Del Mare Primavera
dressing_room, booth, beer_hall",
"Дом Молодежи
martial_arts_gym, dressing_room, street",
"Fitness House
martial_arts_gym, dressing_room, booth",
"Багратион Холл Ресто...
dressing_room, discotheque, beer_hall",
"Moskovskaya Saint Pe...
dressing_room, booth, discotheque",
"Санкт Петербург СКК
martial_arts_gym, booth, dressing_room",
"Московская Площадь
dressing_room, booth, discotheque",
"St Petersburg Moscow...
dressing_room, discotheque, booth",
"Варшавская Улица
dressing_room, florist_shop, discotheque",
"Каток Парк Победы
dressing_room, fountain, martial_arts_gym",
"Межвузовский Студенч...
dressing_room, martial_arts_gym, discotheque",
"Типанова
dressing_room, beer_hall, florist_shop",
"Пряности радости
dressing_room, discotheque, sushi_bar",
"Ргпу Им А И Герцена
dressing_room, martial_arts_gym, booth",
"Московские Триумфаль...
dressing_room, booth, closet",
"Ресторан ITALY Юг
dressing_room, florist_shop, coffee_shop",
"Варшавская 23
dressing_room, martial_arts_gym, beer_hall",
"Исторический парк Ро...
dressing_room, booth, martial_arts_gym",
"Ресторан Пряности и ...
dressing_room, florist_shop, beer_hall",
"Спортивно Концертный...
discotheque, martial_arts_gym, florist_shop",
"Sportlife Цветочный
martial_arts_gym, florist_shop, dressing_room",
"Парк Авиаторов
dressing_room, lawn, discotheque",
"Пр Гагарина СКК
dressing_room, booth, martial_arts_gym",
"Якитория
sushi_bar, dressing_room, martial_arts_gym",
"Улица Ленсовета Санк...
florist_shop, dressing_room, martial_arts_gym",
"Ресторан Этаж 41
dressing_room, art_studio, sushi_bar",
"Крестовский Остров
dressing_room, florist_shop, discotheque",
"КДЦ Московский
dressing_room, booth, lawn",
"Cafe Del Mar
dressing_room, florist_shop, booth",
"Парк Победы Санкт Пе...
dressing_room, lawn, florist_shop",
"MACARENA Макарена
dressing_room, martial_arts_gym, coffee_shop",
"Saint Petersburg Spo...
martial_arts_gym, discotheque, promenade",
"Platform Skorohod
martial_arts_gym, dressing_room, booth",
"Благодатная
dressing_room, martial_arts_gym, closet",
"РетроДискотека ру Кл...
discotheque, dressing_room, television_studio",
"Электросила
dressing_room, florist_shop, booth",
"Del Mar
dressing_room, florist_shop, beer_hall",
"Купчино Балканская п...
dressing_room, promenade, florist_shop",
"Центр Дизайна Бровей
dressing_room, booth, martial_arts_gym",
"Moskovsky Victory Pa...
dressing_room, martial_arts_gym, discotheque",
"Парк Победы
dressing_room, martial_arts_gym, promenade",
"Happy Fitness Premiu...
martial_arts_gym, dressing_room, television_studio",
"Я Везде
dressing_room, discotheque, highway",
"Петербургский СКК
martial_arts_gym, florist_shop, dressing_room",
"Ресторан Этаж 41
dressing_room, coffee_shop, booth",
"Варшавская 19 5
dressing_room, skyscraper, industrial_area",
"Метро Московская
fountain, martial_arts_gym, booth",
"ЖК Граф Орлов
dressing_room, florist_shop, booth",
"Ресторан MAMA ZOYA
dressing_room, martial_arts_gym, booth",
"Сфера Фитнес
martial_arts_gym, dressing_room, television_studio",
"Санкт Петербург Благ...
dressing_room, martial_arts_gym, promenade",
"Кукольный театр сказ...
dressing_room, martial_arts_gym, florist_shop",
"Московский парк Побе...
dressing_room, fountain, florist_shop",
"Ресторан Вместе
dressing_room, coffee_shop, martial_arts_gym",
"Elektrosila Saint Pe...
dressing_room, florist_shop, discotheque",
"Станция Метро Москов...
dressing_room, booth, promenade",
"Grill Station
coffee_shop, dressing_room, florist_shop",
"Московский парк Побе...
martial_arts_gym, dressing_room, booth",
"Межузовский Студенче...
dressing_room, television_studio, martial_arts_gym",
"Жилой комплекс Граф ...
martial_arts_gym, dressing_room, discotheque",
"Крестовский Остров
martial_arts_gym, discotheque, dressing_room",
"Новоизмайловский Про...
dressing_room, florist_shop, highway",
"CKK Saint Petersburg
stadium, dressing_room, martial_arts_gym",
"ОАО Ленэнерго
dressing_room, martial_arts_gym, booth",
"Ресторан HITCH
coffee_shop, florist_shop, beer_hall",
"Парк Победы
dressing_room, fountain, discotheque",
"улица Бассейная
florist_shop, booth, dressing_room",
"Спортивно Концертный...
dressing_room, martial_arts_gym, booth",
"Гагарин парк
dressing_room, lawn, promenade",
"ДельМар
dressing_room, closet, booth",
"Улица Замшина
florist_shop, dressing_room, closet",
"Клиника им Петра Вел...
martial_arts_gym, dressing_room, street",
"Дорожная Клиническая...
dressing_room, booth, fountain",
"Академика Сахарова п...
lawn, discotheque, highway",
"Академия ФК Зенит
stadium, martial_arts_gym, dressing_room",
"Гетто Пискар вка
dressing_room, discotheque, lawn",
"Пискаревка
martial_arts_gym, dressing_room, highway",
"Сзгму им Мечникова
dressing_room, martial_arts_gym, lawn",
"Спбгут им Бонч Бруев...
martial_arts_gym, dressing_room, booth",
"Санкт Петербург Ул Т...
dressing_room, lawn, delicatessen",
"Две Палочки
coffee_shop, beer_hall, dressing_room",
"Веселый Поселок
dressing_room, discotheque, martial_arts_gym",
"ЖК О юность Светлый ...
dressing_room, highway, florist_shop",
"Спб Пр Большевиков
dressing_room, florist_shop, street",
"Tokyo City
dressing_room, coffee_shop, beer_hall",
"Мост Александра Невс...
promenade, dressing_room, highway",
"Munhell Bar
dressing_room, beer_hall, coffee_shop",
"Улица Дыбенко
martial_arts_gym, dressing_room, florist_shop",
"Солидарности Проспек...
dressing_room, booth, highway",
"Товарищеский
dressing_room, discotheque, martial_arts_gym",
"Храм Апостола Петра
dressing_room, booth, discotheque",
"Искровский Проспект
dressing_room, florist_shop, discotheque",
"Starbucks Russia
dressing_room, coffee_shop, beer_hall",
"Буревестник
florist_shop, discotheque, martial_arts_gym",
"Санкт Петербург Улиц...
dressing_room, discotheque, martial_arts_gym",
"Аврора
dressing_room, promenade, coffee_shop",
"Vesely Poselok Sankt...
florist_shop, dressing_room, martial_arts_gym",
"Невский
dressing_room, discotheque, martial_arts_gym",
"Prospekt Bolshevikov
dressing_room, booth, street",
"Питер
dressing_room, promenade, church",
"Токио Сити
dressing_room, beer_hall, sushi_bar",
"Ulitsa Dybenko
dressing_room, martial_arts_gym, florist_shop",
"Санкт Петербург ул К...
dressing_room, discotheque, coffee_shop",
"Ресторан Гнездо
florist_shop, dressing_room, street",
"Санкт Петербург ул Д...
dressing_room, florist_shop, martial_arts_gym",
"Парк Строителей
dressing_room, promenade, lawn",
"Заневский каскад
closet, dressing_room, television_studio",
"Фаберже 8 Бизнес цен...
dressing_room, booth, bookstore",
"Studio No 8
dressing_room, martial_arts_gym, street",
"Ladozhskaya
dressing_room, booth, discotheque",
"Карла Фаберже 8А
dressing_room, television_studio, bookstore",
"Ладожский вокзал
dressing_room, martial_arts_gym, street",
"Малая Балканская
dressing_room, florist_shop, martial_arts_gym",
"Шушары
florist_shop, booth, dressing_room",
"Софийская
dressing_room, martial_arts_gym, highway",
"санкт петербург купч...
dressing_room, martial_arts_gym, delicatessen",
"Шуршавель
dressing_room, florist_shop, beer_hall",
"Мкр Шушары
florist_shop, dressing_room, skyscraper",
"Шушары
dressing_room, skyscraper, martial_arts_gym",
"Красное Село
dressing_room, florist_shop, discotheque",
"Николо Богоявленский...
church, promenade, highway",
"Арка Главного Штаба
street, dressing_room, art_gallery",
"Yusupov Palace Saint...
church, dressing_room, street",
"Стрелка Васильевског...
promenade, dressing_room, industrial_area",
"Solo Sokos Hotel Vas...
dressing_room, booth, beer_hall",
"Ресторан Барашки
dressing_room, florist_shop, beer_hall",
"Роддом Им Отта
dressing_room, martial_arts_gym, florist_shop",
"Екатерингофский парк
dressing_room, picnic_area, martial_arts_gym",
"ТРК Адмирал Торговый...
martial_arts_gym, florist_shop, coffee_shop",
"Санкт Петербург Англ...
promenade, dressing_room, booth",
"Василеостровкая
promenade, dressing_room, florist_shop",
"Приморская
promenade, dressing_room, highway",
"Талион Империал Отел...
dressing_room, florist_shop, church",
"Лето
dressing_room, martial_arts_gym, florist_shop",
"Молодежный Театр На ...
martial_arts_gym, discotheque, booth",
"Hermitage Theatre St...
church, dressing_room, museum",
"СПб
dressing_room, lawn, beer_hall",
"Студия Причесок Дени...
dressing_room, martial_arts_gym, discotheque",
"Эрмитаж The Hermitag...
church, museum, dressing_room",
"Музей истории религи...
church, museum, art_gallery",
"The Hermitage Museum...
church, museum, art_gallery",
"Санкт Петербург наб ...
promenade, highway, bookstore",
"Sea Port Of Saint Pe...
dressing_room, promenade, highway",
"DIZZY
dressing_room, booth, beer_hall",
"Никольский Собор Сан...
church, dressing_room, promenade",
"Тайга
dressing_room, television_studio, promenade",
"Большая хоральная си...
church, dressing_room, street",
"Saint Petersburg Sta...
dressing_room, florist_shop, martial_arts_gym",
"Opera Concert Club
discotheque, television_studio, dressing_room",
"Fontanka River
promenade, dressing_room, church",
"Канал Грибоедова
promenade, street, dressing_room",
"Наб Лейтенанта Шмидт...
promenade, dressing_room, church",
"Счастье
dressing_room, coffee_shop, beer_hall",
"Наб Лейтенанта Шмидт...
promenade, industrial_area, highway",
"Санкт Петербург Бирж...
promenade, street, dressing_room",
"Mariinsky 2
martial_arts_gym, booth, promenade",
"Главный штаб Эрмитаж...
art_gallery, museum, art_studio",
"НМСУ Горный
dressing_room, booth, museum",
"Метро Адмиралтейская
closet, dressing_room, church",
"Загс На Английской Н...
florist_shop, dressing_room, church",
"Исаакиевская Площадь
church, dressing_room, promenade",
"Театр Эстрады им А Р...
dressing_room, museum, martial_arts_gym",
"Фестиваль света в Са...
dressing_room, promenade, florist_shop",
"Ресторан Тепло
dressing_room, beer_hall, florist_shop",
"Дворцовая Набережная...
promenade, discotheque, highway",
"Капелла Санкт Петерб...
dressing_room, booth, church",
"Oh Mumbai
sushi_bar, discotheque, street",
"Питер
dressing_room, church, booth",
"Улица Казанская
dressing_room, discotheque, street",
"Menshikov Palace
church, museum, dressing_room",
"Мариинский 2
dressing_room, discotheque, television_studio",
"Taleon Imperial Hote...
church, dressing_room, booth",
"Стрелка Васильевског...
promenade, dressing_room, discotheque",
"miXup terrace
dressing_room, promenade, discotheque",
"Свадебный лофт Весен...
dressing_room, booth, florist_shop",
"Нева
promenade, dressing_room, discotheque",
"The St Petersburg Ch...
church, dressing_room, television_studio",
"Эрмитаж
church, museum, art_gallery",
"Кораблестроителей 20
florist_shop, dressing_room, industrial_area",
"Арка Генштаба
art_gallery, dressing_room, street",
"Palace Embankment
promenade, lawn, dressing_room",
"Исторический Факульт...
dressing_room, booth, street",
"Санкт Петербург Эрми...
church, dressing_room, museum",
"Admiralteysky Distri...
beer_hall, promenade, florist_shop",
"Hermitage Museum
church, promenade, dressing_room",
"Дворец Юсуповых на Ф...
dressing_room, church, museum",
"Coffee Bar Bonch
dressing_room, coffee_shop, beer_hall",
"Vladimir Palace
church, television_studio, dressing_room",
"Исаакиевский собор
church, discotheque, dressing_room",
"Herzen University
dressing_room, library, promenade",
"СПбГУ
dressing_room, booth, martial_arts_gym",
"Кафе Литературное
dressing_room, street, coffee_shop",
"Annunciation Bridge
promenade, industrial_area, highway",
"Unique Fabric Горохо...
dressing_room, closet, promenade",
"Дворцовая площадь
promenade, dressing_room, martial_arts_gym",
"Mariinsky Theater St...
dressing_room, church, florist_shop",
"Колосково
florist_shop, dressing_room, discotheque",
"Прибалтийская Park I...
booth, dressing_room, discotheque",
"Igels Club
martial_arts_gym, dressing_room, discotheque",
"Fight Fabrika
martial_arts_gym, dressing_room, television_studio",
"Ресторан кондитерска...
beer_hall, coffee_shop, florist_shop",
"Wassiljewski Insel
florist_shop, dressing_room, discotheque",
"1 ая Красноармейская...
dressing_room, booth, church",
"Балтийский вокзал
dressing_room, highway, martial_arts_gym",
"Isola Vasilevskij
florist_shop, dressing_room, discotheque",
"Percorso итальянский...
beer_hall, sushi_bar, dressing_room",
"Courtyard by Marriot...
dressing_room, promenade, florist_shop",
"Alexander Column
promenade, industrial_area, art_gallery",
"Санкт Петербург Васи...
promenade, street, dressing_room",
"Медный всадник
promenade, lawn, dressing_room",
"Vasilyevsky Island
dressing_room, discotheque, booth",
"Мариинский Театр Осн...
church, dressing_room, art_gallery",
"Особняк Купцов Брусн...
church, dressing_room, florist_shop",
"Мариинский Концертны...
martial_arts_gym, dressing_room, television_studio",
" le Vassilievski
dressing_room, discotheque, florist_shop",
"Дворцовый мост
promenade, television_studio, bridge",
"Проект Новая Голланд...
promenade, dressing_room, lawn",
"Набережная Лейтенант...
promenade, martial_arts_gym, lawn",
"Дом Ученых Дворцовая...
church, booth, promenade",
"Река Смоленка
promenade, art_studio, booth",
"Лермонтовский Проспе...
dressing_room, booth, art_studio",
"Кококо
florist_shop, dressing_room, street",
"Ул Декабристов
dressing_room, discotheque, florist_shop",
"Львиный мостик
promenade, fountain, street",
"СПбГАСУ
dressing_room, booth, library",
"СЗИУ РАНХиГС при Пре...
dressing_room, promenade, booth",
"Спбгутд
dressing_room, booth, art_studio",
"Marriott Courtyard S...
dressing_room, beer_hall, sushi_bar",
"Питер Дворцовый Мост
promenade, bridge, dressing_room",
"DoZari шоу ресторан ...
discotheque, dressing_room, promenade",
"Saint Petersburg Mus...
church, closet, dressing_room",
"Лавка художника
dressing_room, street, art_studio",
"Baltic State Technic...
florist_shop, dressing_room, martial_arts_gym",
"Английская набережна...
promenade, dressing_room, church",
"St Petersburg State ...
dressing_room, promenade, booth",
"Saint Isaacs Cathedr...
church, dressing_room, lawn",
"English Embankment
promenade, dressing_room, bridge",
"Vasilyvsky Island St...
dressing_room, discotheque, martial_arts_gym",
"Кулинарная школа Кра...
sushi_bar, coffee_shop, booth",
"Angleterre Cinema Lo...
dressing_room, booth, church",
"Государственный Эрми...
church, museum, promenade",
"Боулинг парк
dressing_room, florist_shop, discotheque",
"Место Встречи Казанс...
dressing_room, martial_arts_gym, booth",
"Ледовый Дворец
dressing_room, closet, discotheque",
"Улица Красноармейска...
martial_arts_gym, florist_shop, dressing_room",
"Санкт Петербург Двор...
dressing_room, booth, discotheque",
"Новая Голландия
florist_shop, dressing_room, promenade",
"Red Stars Hotel St P...
dressing_room, beer_hall, closet",
"Hermitage
church, art_gallery, museum",
"Большая хоральная си...
church, street, delicatessen",
"Фонтанка
promenade, dressing_room, discotheque",
"Красный Треугольник
florist_shop, dressing_room, street",
"Candies By Coffee Ro...
sushi_bar, coffee_shop, dressing_room",
"Лаборатория 31
discotheque, bookstore, dressing_room",
"Весенний свадебный р...
florist_shop, dressing_room, television_studio",
"Palace Square The He...
church, street, promenade",
"Летучий Голландец Fl...
dressing_room, martial_arts_gym, promenade",
"Дворцовая Площадь Са...
promenade, dressing_room, street",
"Исаакиевский собор
church, promenade, dressing_room",
"Исакиевская Площадь
church, dressing_room, street",
"Республика кошек
dressing_room, art_gallery, martial_arts_gym",
"Cattedrale di SantIs...
church, promenade, lawn",
"St Nicholas Naval Ca...
church, promenade, street",
"Cats Republic Респуб...
dressing_room, martial_arts_gym, art_studio",
"St Petersburg Intern...
promenade, booth, street",
"Покрас
dressing_room, closet, discotheque",
"Музей Усадьба Держав...
promenade, florist_shop, dressing_room",
"Васильевский Остров
florist_shop, dressing_room, lawn",
"Admiralty building S...
fountain, picnic_area, street",
"Биржевая площадь
promenade, discotheque, highway",
"Балтийский Завод Суд...
dressing_room, florist_shop, booth",
"Egyptian Bridge
promenade, fountain, booth",
"Freedom Казанская 7
dressing_room, booth, martial_arts_gym",
"Park By Osipchuk
dressing_room, closet, bookstore",
"Palace Square
promenade, street, dressing_room",
"Saint Petersburg Con...
dressing_room, booth, martial_arts_gym",
"ЦУМ
dressing_room, street, martial_arts_gym",
"Мариинский театр
dressing_room, florist_shop, martial_arts_gym",
"Адмиралтейская набер...
promenade, florist_shop, booth",
"Grand Choral Synagog...
church, street, bookstore",
"Эрмитаж
church, museum, dressing_room",
"Просвет
dressing_room, martial_arts_gym, discotheque",
"Эрмитаж
church, promenade, dressing_room",
"Mariinsky Theatre
martial_arts_gym, dressing_room, promenade",
"Hermitage Museum St ...
church, museum, art_gallery",
"Деловой центр обводн...
dressing_room, booth, martial_arts_gym",
"Газпром Нефть
dressing_room, booth, florist_shop",
"Васька
dressing_room, martial_arts_gym, closet",
"Skypoint на Мойке
dressing_room, martial_arts_gym, street",
"Исаакиевский Собор С...
church, industrial_area, dressing_room",
"Bolshaya Neva River
promenade, beer_hall, dressing_room",
"Львиный мост
promenade, street, beer_hall",
"Дворцовая Набережная...
promenade, dressing_room, discotheque",
"Казанская 7
dressing_room, florist_shop, booth",
"Museo del Hermitage
church, museum, dressing_room",
"Набережная Макарова ...
promenade, discotheque, beer_hall",
"Набережная Реки Невы
promenade, street, fountain",
"Причал
promenade, dressing_room, booth",
"Фонтанка
promenade, beer_hall, dressing_room",
"Васильевский остров ...
dressing_room, florist_shop, discotheque",
"Луук
dressing_room, street, lawn",
"Кинотеатр Пик
dressing_room, discotheque, martial_arts_gym",
"Минск Арена
martial_arts_gym, fountain, dressing_room",
"Токио City
dressing_room, coffee_shop, discotheque",
"Vasilievsky St Peter...
dressing_room, martial_arts_gym, discotheque",
"St issac Church
church, bookstore, art_gallery",
"Tonys Kitchen
sushi_bar, coffee_shop, dressing_room",
"Фотостудия Попкорн
dressing_room, discotheque, martial_arts_gym",
"Васильевский остров
dressing_room, discotheque, fountain",
"Mariinsky 2
dressing_room, martial_arts_gym, discotheque",
"Тучков Мост
promenade, highway, dressing_room",
"Общество чистых таре...
florist_shop, dressing_room, booth",
"Исаакиевский собор
church, museum, dressing_room",
"Особняк Половцова До...
church, dressing_room, booth",
"Молод жный театр на ...
picnic_area, discotheque, dressing_room",
"Алые паруса
discotheque, martial_arts_gym, promenade",
"Vasilevskiy Island s...
dressing_room, discotheque, martial_arts_gym",
"Пупышево
lawn, discotheque, martial_arts_gym",
"Караоке Дозари
dressing_room, promenade, church",
"Дворцовая площадь Pa...
promenade, dressing_room, street",
"Эрмитаж Музей
church, museum, bookstore",
"Каток Новая Голланди...
dressing_room, lawn, promenade",
"Ресторан Мансарда Re...
beer_hall, booth, pub",
" Пряности Радости на...
dressing_room, booth, closet",
"Mining University
church, dressing_room, martial_arts_gym",
"Rocco Forte Astoria
dressing_room, florist_shop, booth",
"СПбГАСУ
dressing_room, booth, martial_arts_gym",
"Санкт ПетербургЬ Опе...
church, dressing_room, museum",
"Бертгольд центр
dressing_room, coffee_shop, martial_arts_gym",
"Zara
dressing_room, closet, promenade",
"Марчелиs Невский 21
dressing_room, delicatessen, beer_hall",
"12 Комнат
dressing_room, bookstore, discotheque",
"Primorskaya
dressing_room, promenade, highway",
"Екатерининский Дворе...
church, booth, dressing_room",
"Загс Адмиралтейского...
dressing_room, florist_shop, bookstore",
"Ул Большая Подьяческ...
florist_shop, dressing_room, street",
"Сенатская Площадь
lawn, promenade, fountain",
"Hotel Astoria
dressing_room, florist_shop, church",
"Исакиевский Собор 40...
church, promenade, dressing_room",
"Дворцовая Набережная
promenade, dressing_room, highway",
"Марчеллиs
coffee_shop, booth, beer_hall",
"Кинотеатр Пик
martial_arts_gym, dressing_room, booth",
"Taiga
promenade, dressing_room, florist_shop",
"Saint Issacs Cathedr...
church, dressing_room, bridge",
"Государственный музе...
church, lawn, library",
"НГУ им П Ф Лесгафта
dressing_room, martial_arts_gym, booth",
"Ростральные Колонны
promenade, church, highway",
"Эрмитажный Театр
church, dressing_room, promenade",
"Leona Stage
dressing_room, television_studio, martial_arts_gym",
"Marketplace
florist_shop, coffee_shop, street",
"Египетский Мост
booth, promenade, fountain",
"Семимостье
promenade, street, fountain",
"Набережная Реки Мойк...
promenade, dressing_room, church",
"Мариинский Театр Нов...
dressing_room, martial_arts_gym, booth",
"набережная Лейтенант...
promenade, industrial_area, art_studio",
"Фотостудия 5 Этаж
dressing_room, martial_arts_gym, florist_shop",
"Angleterre Hotel
dressing_room, church, booth",
"Санкт Петербург Стад...
stadium, street, dressing_room",
"Ногам Дорогу Роллер ...
martial_arts_gym, bookstore, booth",
"Пышечная 1958
coffee_shop, dressing_room, lawn",
"Петровский Стадион С...
stadium, discotheque, martial_arts_gym",
"The Hermitage Winter...
church, promenade, dressing_room",
"Ресторан Маймун 24 ч...
dressing_room, florist_shop, coffee_shop",
"Makaronniki
dressing_room, promenade, florist_shop",
"Universitetskaya Emb...
promenade, dressing_room, museum",
"Сенная Метро
dressing_room, street, bookstore",
"Площадь Труда
dressing_room, booth, church",
"Петровский Малая Спо...
stadium, martial_arts_gym, promenade",
"Марийнский Театр
dressing_room, booth, florist_shop",
"Вторая Санкт Петербу...
dressing_room, church, martial_arts_gym",
"Мариинский Театр
dressing_room, booth, closet",
"Садовая
dressing_room, booth, closet",
"Мансарда By Ginza Pr...
dressing_room, beer_hall, martial_arts_gym",
"Дом Молод жи Василео...
dressing_room, booth, street",
"Василеостровский рай...
florist_shop, dressing_room, promenade",
"Vasilevskaya Strelka
promenade, discotheque, picnic_area",
"Я люблю La Panorama
dressing_room, martial_arts_gym, booth",
"Юридический Факульте...
dressing_room, booth, television_studio",
"Пивоваренный завод и...
discotheque, martial_arts_gym, dressing_room",
"Taleon Imperial Hote...
dressing_room, booth, church",
"Проспект Римского Ко...
dressing_room, discotheque, street",
"Moyka River
promenade, street, dressing_room",
"Ресторан Мансарда
dressing_room, beer_hall, street",
"Sydney Beach Club
discotheque, dressing_room, television_studio",
"Сфинксы
promenade, fountain, discotheque",
"Сенатская Площадь
fountain, promenade, martial_arts_gym",
"The State Hermitage ...
church, museum, dressing_room",
"The Hermitage Winter...
church, museum, dressing_room",
"Пр авиаконструкторов
dressing_room, florist_shop, highway",
"Cococo
dressing_room, sushi_bar, coffee_shop",
"Рижский
dressing_room, florist_shop, martial_arts_gym",
"Юсуповский Дворец
church, dressing_room, promenade",
"Набережная Реки Фонт...
dressing_room, promenade, discotheque",
"Улица Декабристов
florist_shop, dressing_room, delicatessen",
"Санкт Петербург Двор...
promenade, discotheque, bridge",
"Биржевая Линия
martial_arts_gym, discotheque, promenade",
"РОСФОТО
art_gallery, booth, museum",
"Веселый Барин
dressing_room, booth, television_studio",
"Миндаль
florist_shop, dressing_room, delicatessen",
"Варшавский Экспресс
dressing_room, discotheque, booth",
"Музей Восковых Фигур
dressing_room, martial_arts_gym, discotheque",
"The Vodka Museum St ...
dressing_room, florist_shop, delicatessen",
"Varshavsky railway s...
promenade, martial_arts_gym, discotheque",
"АРТМУЗА
dressing_room, promenade, museum",
"Юбилейный
booth, martial_arts_gym, discotheque",
"Набережная Лейтенант...
promenade, street, highway",
"Bridge of Four Lions
promenade, coffee_shop, dressing_room",
"Васильевский Остров
dressing_room, promenade, discotheque",
"Baltiysky Railway st...
dressing_room, bridge, promenade",
"Сердце
dressing_room, discotheque, bookstore",
"Эрмитаж
church, museum, art_gallery",
"Стрелка Васильевског...
promenade, dressing_room, discotheque",
"Английская Набережна...
promenade, dressing_room, church",
"Winter Palace
church, street, art_studio",
"Vasileostrovsky Dist...
promenade, dressing_room, florist_shop",
"Счастье
florist_shop, dressing_room, beer_hall",
"Балтийский Стрелковы...
martial_arts_gym, dressing_room, television_studio",
" Безликие иммерсивно...
dressing_room, discotheque, beer_hall",
"Клиника им Н И Пирог...
dressing_room, martial_arts_gym, booth",
"Золотая Долина
dressing_room, highway, beer_hall",
"Potseluev Bridge
promenade, booth, dressing_room",
"City of St Petersbur...
bridge, street, florist_shop",
"Новая Голландия
picnic_area, dressing_room, promenade",
"Английская набережна...
promenade, dressing_room, street",
"Biblioteka
beer_hall, dressing_room, coffee_shop",
"Цирюльня Лизы Цукерм...
dressing_room, television_studio, booth",
"The Repa
dressing_room, delicatessen, coffee_shop",
" Хочу Харчо 24 часа
dressing_room, beer_hall, sushi_bar",
"Молодежный театр на ...
dressing_room, discotheque, booth",
"Исаакиевский собор А...
church, promenade, museum",
"Приморская
promenade, dressing_room, highway",
"Мариинский 2
booth, dressing_room, promenade",
"Cartier
dressing_room, florist_shop, martial_arts_gym",
"W St Petersburg
dressing_room, sushi_bar, martial_arts_gym",
"Набережная Реки Фонт...
dressing_room, promenade, street",
"Площадь Сенная
promenade, dressing_room, street",
"The Hermitage Museum
church, museum, art_gallery",
"Картинг Центр на Кра...
martial_arts_gym, booth, television_studio",
"Domina Russia
dressing_room, florist_shop, beer_hall",
"Museo Hermitage
museum, discotheque, church",
"Charlie
dressing_room, coffee_shop, sushi_bar",
"Rock Star Cafe
dressing_room, martial_arts_gym, discotheque",
"Тк Сенная
dressing_room, television_studio, discotheque",
"Park By Osipchuk
dressing_room, discotheque, art_gallery",
"ЖК Панорама 360
dressing_room, booth, martial_arts_gym",
"Особняк Румянцева
promenade, church, martial_arts_gym",
"Alexander Garden Sai...
fountain, lawn, picnic_area",
"Стрелка
promenade, discotheque, dressing_room",
"Bellini
florist_shop, church, dressing_room",
"Санкт Петербург Зимн...
promenade, dressing_room, martial_arts_gym",
"Дворец Бракосочетани...
dressing_room, florist_shop, church",
"Hermitage Theatre
promenade, church, dressing_room",
"Николаевский дворец
dressing_room, church, martial_arts_gym",
"Moika Palace
church, museum, promenade",
"Петропавловская креп...
dressing_room, promenade, museum",
"Domina St Petersburg
promenade, dressing_room, street",
"Исаакиевский собор
church, promenade, dressing_room",
"St petersburg Russia
martial_arts_gym, fountain, discotheque",
"Исакиевский Собор
church, promenade, beer_hall",
"Tiramisu Loft
florist_shop, dressing_room, martial_arts_gym",
"Эрмитаж
church, promenade, museum",
"Дворцовая набережная
promenade, dressing_room, highway",
"Покровская больница
dressing_room, florist_shop, booth",
"Новая Голландия Остр...
dressing_room, lawn, martial_arts_gym",
"Neva
promenade, street, martial_arts_gym",
"Спбгу Факультет Псих...
dressing_room, promenade, booth",
"Стрелка Васильевског...
promenade, closet, highway",
"Ресторан Гимназия
dressing_room, florist_shop, discotheque",
"Мариинский театр Ист...
dressing_room, martial_arts_gym, museum",
"ART ME TODAY
dressing_room, sushi_bar, martial_arts_gym",
"The Hermitage Winter...
church, street, promenade",
"Стадион Петровский
stadium, discotheque, booth",
"Морской Вокзал Санкт...
promenade, dressing_room, bridge",
"HairFucker Studio
dressing_room, martial_arts_gym, discotheque",
"Ермитаж
church, museum, florist_shop",
"The State Hermitage ...
church, museum, art_gallery",
"St isaac s Cathedral
church, florist_shop, lawn",
"Государственный Эрми...
church, dressing_room, museum",
"State Hermitage Muse...
church, bookstore, museum",
"Отделение ВРТ НИИ ак...
dressing_room, closet, booth",
"Hermitage San Peters...
church, promenade, library",
"Дворцовая Площадь Са...
promenade, florist_shop, museum",
"НОВЫЙ МУЗЕЙ
art_gallery, museum, booth",
"Plaza del Palacio
promenade, dressing_room, art_gallery",
" Пышечка Ginza Proje...
dressing_room, coffee_shop, delicatessen",
"Palace Bridge
promenade, bridge, street",
"Круизный Паром Princ...
promenade, dressing_room, discotheque",
"Art Place mimika В О...
dressing_room, martial_arts_gym, discotheque",
"Питер Москва
dressing_room, highway, discotheque",
"Английская Набережна...
promenade, dressing_room, street",
"Горный Институт
dressing_room, martial_arts_gym, promenade",
"Isla Vasilievski
dressing_room, discotheque, highway",
"Полный Балет
coffee_shop, beer_hall, booth",
"Рюмочная Рядом
dressing_room, beer_hall, discotheque",
"Tequila Boom
beer_hall, sushi_bar, dressing_room",
"Tekhnologichesky Ins...
dressing_room, coffee_shop, florist_shop",
"ДОМ ресторан бар
florist_shop, dressing_room, delicatessen",
"Сенная Площадь
dressing_room, booth, art_gallery",
"Дворцовый мост
promenade, booth, street",
"Дворцовая площадь
promenade, street, booth",
"GooseGoose
dressing_room, florist_shop, beer_hall",
"Галерная 20
dressing_room, television_studio, booth",
"Mariinsky Palace
dressing_room, street, florist_shop",
"Азбука Вкуса
florist_shop, booth, delicatessen",
"Порт Севкабель Port ...
promenade, martial_arts_gym, bridge",
"Завод Красный Треуго...
dressing_room, martial_arts_gym, industrial_area",
"Экспофорум
martial_arts_gym, booth, dressing_room",
"Музей Варежки
dressing_room, discotheque, martial_arts_gym",
"Petrovsky Stadium
stadium, booth, promenade",
"Yusupov Palace
church, dressing_room, booth",
"Craft Brew Cafe
beer_hall, street, dressing_room",
"St Peterburg Russia
dressing_room, promenade, street",
"Синий Мост
promenade, dressing_room, street",
"Набережная Канала Гр...
promenade, street, booth",
"Банкетный зал Весенн...
florist_shop, dressing_room, booth",
"72 муниципальный окр...
discotheque, lawn, martial_arts_gym",
"Зимний дворец
church, museum, promenade",
"Мариинский театр Нов...
dressing_room, promenade, museum",
"Leonastage
florist_shop, dressing_room, coffee_shop",
"AZIMUT Hotel Saint P...
dressing_room, martial_arts_gym, industrial_area",
"Тайланд Остров Пхуке...
bookstore, delicatessen, dressing_room",
"Port Of St Petersbur...
fountain, promenade, martial_arts_gym",
"Nowa Holandia
lawn, promenade, dressing_room",
"KARAOKE BAR FEVER
booth, martial_arts_gym, dressing_room",
"Berthold Centre
dressing_room, martial_arts_gym, promenade",
"Winter Palace The He...
church, museum, promenade",
"Хочу Харчо
florist_shop, dressing_room, beer_hall",
"Smolny College
dressing_room, lawn, picnic_area",
"Ул двинская
dressing_room, street, florist_shop",
"Mickey Monkeys
dressing_room, beer_hall, sushi_bar",
"Saint Petersburg Min...
martial_arts_gym, dressing_room, booth",
"Шкапина ул
discotheque, martial_arts_gym, dressing_room",
"Princess Anastasia S...
dressing_room, discotheque, booth",
"Teplo
dressing_room, martial_arts_gym, coffee_shop",
"Mus e de lErmitage
church, museum, dressing_room",
"The Hermitage St Pet...
church, dressing_room, promenade",
"Alex Fitness
dressing_room, martial_arts_gym, television_studio",
"Великий Новгород
dressing_room, closet, promenade",
"Матроса Железняка
highway, booth, dressing_room",
"Черная Речка
martial_arts_gym, dressing_room, street",
"Черная Речка
dressing_room, booth, promenade",
"Ресторан Юность
dressing_room, discotheque, sushi_bar",
"Сити Молл
dressing_room, martial_arts_gym, booth",
"Pionerska a
dressing_room, martial_arts_gym, florist_shop",
"Токио Сити
dressing_room, coffee_shop, beer_hall",
"Старая Деревня
dressing_room, closet, booth",
"Пионерская
dressing_room, florist_shop, discotheque",
"Дибуновская Улица
florist_shop, dressing_room, martial_arts_gym",
"Soulmate Place Photo...
dressing_room, martial_arts_gym, discotheque",
"Школьная Улица
dressing_room, florist_shop, discotheque",
"Место Дуэли Пушкина
dressing_room, martial_arts_gym, booth",
"Коломяжский проспект
dressing_room, booth, florist_shop",
"Коломяжский Проспект
dressing_room, industrial_area, beer_hall",
"Барвиха
dressing_room, discotheque, booth",
"Парк Воинской Славы
florist_shop, lawn, picnic_area",
"Упсала Цирк Upsala Z...
lawn, picnic_area, discotheque",
"Яндекс
martial_arts_gym, booth, art_gallery",
"Бизнес Отель Карелия
dressing_room, florist_shop, discotheque",
"Ресторан ПАРК
dressing_room, booth, martial_arts_gym",
"Fitness House
martial_arts_gym, dressing_room, florist_shop",
"Полюстровский Парк
lawn, picnic_area, highway",
"Полюстровский парк
dressing_room, discotheque, picnic_area",
"Свердловская Набереж...
promenade, dressing_room, television_studio",
"Пр маршала Блюхера
dressing_room, florist_shop, church",
"Санкт Петербург Прос...
dressing_room, booth, discotheque",
"Станция Дунай
florist_shop, dressing_room, discotheque",
"Любашинский сад
lawn, dressing_room, television_studio",
"Юкки
picnic_area, martial_arts_gym, dressing_room",
"Упсала Парк
lawn, martial_arts_gym, booth",
"Свердловская Набереж...
promenade, dressing_room, booth",
"Fitness Family
martial_arts_gym, dressing_room, booth",
"На Металлистов
dressing_room, martial_arts_gym, discotheque",
"Любовь
dressing_room, discotheque, booth",
"Kirovsky Zavod
florist_shop, booth, dressing_room",
"Улица Маршала Казако...
dressing_room, martial_arts_gym, discotheque",
"Краснопутиловская Ул...
dressing_room, martial_arts_gym, booth",
"Kirov Plant
florist_shop, booth, beer_hall",
"Стачек
dressing_room, industrial_area, lawn",
"PRO Sports Centre Sq...
martial_arts_gym, booth, dressing_room",
"Narvskaya
florist_shop, dressing_room, martial_arts_gym",
"Кировский завод стан...
martial_arts_gym, dressing_room, booth",
"Крестовский Остров
promenade, dressing_room, lawn",
"Цирк Автово
dressing_room, martial_arts_gym, florist_shop",
"Кировский ЗАГС
dressing_room, florist_shop, lawn",
"Улица Маршала Говоро...
dressing_room, discotheque, martial_arts_gym",
"Стадион Кировец
stadium, martial_arts_gym, dressing_room",
"Румба
dressing_room, martial_arts_gym, lawn",
"Avtovo
dressing_room, florist_shop, promenade",
"СПб
dressing_room, highway, promenade",
"Avtovo Sankt Peterbu...
dressing_room, highway, promenade",
"Проспект Стачек
street, highway, dressing_room",
"Буль Вар
dressing_room, florist_shop, discotheque",
"Catherinehof
lawn, picnic_area, florist_shop",
"Нарвские Триумфальны...
dressing_room, church, street",
"Петровский колледж
dressing_room, martial_arts_gym, street",
"Автово
dressing_room, martial_arts_gym, florist_shop",
"ДК им Горького
dressing_room, booth, martial_arts_gym",
"Континент
martial_arts_gym, dressing_room, closet",
"Kanonersky Island
bridge, dressing_room, highway",
"Нарвские Триумфальны...
church, dressing_room, street"
],
"type": "scatter",
"uid": "f9b290ec-58ab-11e9-a203-3c15c2cf2370",
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"Golden Tulip Berlin ...
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"Hans im Gl ck Burger...
delicatessen, coffee_shop, sushi_bar",
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delicatessen, coffee_shop, sushi_bar",
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booth, lawn, industrial_area",
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"E Werk
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promenade, street, fountain",
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"Aquarium Berlin
discotheque, street, booth",
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promenade, street, closet",
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"Topography of Terror
promenade, booth, art_gallery",
"Sony Center Berlin a...
discotheque, martial_arts_gym, fountain",
"Мемориал жертвам Хол...
promenade, dressing_room, church",
"The Bridge Berlin
discotheque, dressing_room, beer_hall",
"Kanzleramt Berlin
promenade, television_studio, booth",
"KaDeWe
booth, delicatessen, dressing_room",
"German Spy Museum Be...
dressing_room, television_studio, booth",
"Hamburger Banhof Mus...
art_gallery, art_studio, museum",
"SONY Center Berlin D...
street, promenade, discotheque",
"Breitscheidplatz
skyscraper, street, television_studio",
"Berlin Reichstag Gla...
promenade, martial_arts_gym, industrial_area",
"Berlin Potsdamerplat...
skyscraper, street, promenade",
"Aquarium Berlin
discotheque, martial_arts_gym, dressing_room",
"Muro de Berl n
art_studio, art_gallery, dressing_room",
"Stra e des 17 Juni
highway, street, stadium",
"Brandenburg Gate Ber...
beer_hall, coffee_shop, promenade",
"Remains Of The Berli...
art_studio, promenade, art_gallery",
"Berlin Hamburger Bah...
art_gallery, museum, martial_arts_gym",
"Holocaust Mahnmal
promenade, skyscraper, martial_arts_gym",
"Mohrenstra e
street, discotheque, promenade",
"Aquarium Berliner Zo...
discotheque, lawn, street",
"Pariser Platz
promenade, street, lawn",
"Kaiser Wilhelm Ged c...
skyscraper, dressing_room, church",
"Siegess ule Berlin
street, highway, industrial_area",
"Berlino
stadium, television_studio, discotheque",
"Reichstag dome
promenade, church, highway",
"Leipziger Stra e
street, lawn, booth",
"St Agnes
art_gallery, museum, martial_arts_gym",
"Berlin Gleisdreieck
television_studio, lawn, dressing_room",
"Pacifico
delicatessen, martial_arts_gym, coffee_shop",
"Hard Wax Records Ber...
bookstore, booth, art_studio",
"Bohnengold
discotheque, beer_hall, bar",
"Freiluftkino Kreuzbe...
lawn, television_studio, discotheque",
"Hobrechtbr cke
lawn, dressing_room, discotheque",
"Hasir
delicatessen, beer_hall, coffee_shop",
"K nstlerhaus Bethani...
booth, art_gallery, martial_arts_gym",
"Berlin Markthalle Ne...
booth, delicatessen, coffee_shop",
"Chicha Berlin
delicatessen, beer_hall, dressing_room",
"ottorink weinbar
beer_hall, bar, pub",
"John Muir
beer_hall, discotheque, pub",
"SUPPORTICO LOPEZ
art_gallery, dressing_room, museum",
"Big Sur
delicatessen, beer_hall, dressing_room",
"Modulor
bookstore, closet, art_gallery",
"ThePandanoodle
delicatessen, art_studio, art_gallery",
"Kottbusser Damm
street, dressing_room, martial_arts_gym",
"S dstern
street, dressing_room, beer_hall",
"Trentasei cucina ita...
delicatessen, beer_hall, sushi_bar",
"Gneisenaustra e
street, martial_arts_gym, dressing_room",
"La Lucha
delicatessen, beer_hall, booth",
"A HORN
coffee_shop, beer_hall, delicatessen",
"Markthalle Neun
beer_hall, delicatessen, booth",
"Mokkabar
delicatessen, coffee_shop, sushi_bar",
"Cafe Milch Zucker
delicatessen, coffee_shop, booth",
"Kanal Paul Linke Ufe...
art_gallery, street, florist_shop",
"H ttenpalast
picnic_area, florist_shop, booth",
"Jewish Museum Berlin
museum, art_studio, art_gallery",
"Speiselokal tulus lo...
beer_hall, delicatessen, dressing_room",
"Oranienstra e
street, dressing_room, bookstore",
"bRICK
delicatessen, coffee_shop, sushi_bar",
"G rlitzer Park
promenade, highway, delicatessen",
"Hamy
delicatessen, sushi_bar, restaurant",
"Berlin Spandauer Vor...
street, promenade, art_studio",
"Biererei
beer_hall, bar, coffee_shop",
"K nig Galerie
museum, booth, street",
"Ritter Butzke
discotheque, television_studio, dressing_room",
"Felix Austria
delicatessen, beer_hall, restaurant",
"Neues Off Kino
booth, television_studio, bookstore",
"J disches Museum Ber...
booth, art_gallery, street",
"Fahimi Bar
beer_hall, discotheque, bar",
"DUVE Berlin
art_gallery, martial_arts_gym, art_studio",
"Mirika
booth, delicatessen, dressing_room",
"Geist im Glas
beer_hall, delicatessen, dressing_room",
"Kottbusser Br cke Kr...
promenade, bridge, martial_arts_gym",
"AMRIT Restaurant Ber...
beer_hall, delicatessen, pub",
"Dresden in Kreuzberg
beer_hall, delicatessen, sushi_bar",
"Tischendorf
coffee_shop, delicatessen, sushi_bar",
"Markthalle IX
delicatessen, beer_hall, booth",
"Markthalle Neun Berl...
booth, beer_hall, delicatessen",
"Taiko Gallery
art_studio, dressing_room, art_gallery",
"Piris
delicatessen, booth, beer_hall",
"Limonadier
beer_hall, coffee_shop, bar",
"Max und Moritz
beer_hall, delicatessen, sushi_bar",
"ZOLA
delicatessen, dressing_room, martial_arts_gym",
"Santa Maria
delicatessen, beer_hall, coffee_shop",
"Museo Jud o de Berl ...
art_gallery, museum, martial_arts_gym",
"Club GRETCHEN
discotheque, television_studio, booth",
"Michaelkirchplatz
sushi_bar, picnic_area, dressing_room",
"Landwehrkanal
promenade, picnic_area, booth",
"Bl ckfisk Tattoo Co
art_studio, dressing_room, art_gallery",
"Okay Caf
delicatessen, coffee_shop, art_studio",
"Tempelhof Airfield
highway, promenade, dressing_room",
"Brandenburg Gate
street, promenade, beer_hall",
"CODA Dessert Dining ...
coffee_shop, beer_hall, delicatessen",
"Landwehr Canal
promenade, booth, dressing_room",
"AKA
dressing_room, museum, art_studio",
"Prince Charles
discotheque, television_studio, dressing_room",
"Willy Brandt Haus
booth, television_studio, art_gallery",
"Fr ulein Wild
coffee_shop, delicatessen, sushi_bar",
"Berlin Holocaust Mem...
promenade, dressing_room, skyscraper",
"Paul Lincke Ufer
restaurant, sushi_bar, delicatessen",
"Bonanza Coffee Roast...
coffee_shop, library, restaurant",
"Tante Lisbeth
beer_hall, discotheque, pub",
"Angleterre Hotel Ber...
booth, dressing_room, discotheque",
"Hotel Bar
beer_hall, pub, bar",
"Skalitzer Stra e
bookstore, highway, art_gallery",
"SO 36 Berlin Kreuzbe...
discotheque, beer_hall, television_studio",
"Studio 1 Kunstquarti...
art_gallery, art_studio, museum",
"ORA
beer_hall, bar, coffee_shop",
"Fes Turkish BBQ
delicatessen, beer_hall, sushi_bar",
"Karstadt Hermannplat...
booth, bookstore, coffee_shop",
"repeat
discotheque, beer_hall, pub",
"CoreTex
bookstore, booth, television_studio",
"Hallesches Tor
booth, discotheque, industrial_area",
"Berlin Wall
art_studio, art_gallery, booth",
"Potsdamer Platz Berl...
skyscraper, street, florist_shop",
"HAU1
television_studio, dressing_room, art_studio",
"Hasenheide
lawn, discotheque, delicatessen",
"Marias Vegan Food
delicatessen, coffee_shop, beer_hall",
"Oranienstra e
street, bookstore, dressing_room",
"Gneisenaustra e
street, dressing_room, promenade",
"Goldies
delicatessen, beer_hall, florist_shop",
"36 Rooms Berlin Kreu...
dressing_room, street, beer_hall",
"Kuchenkaiser
beer_hall, coffee_shop, delicatessen",
"MyFest Berlin
street, dressing_room, promenade",
"Angry Chicken
delicatessen, booth, coffee_shop",
"G rlitzer Park
highway, florist_shop, picnic_area",
"Cocolo Ramen X Berg
beer_hall, delicatessen, sushi_bar",
"G rlitzer Bahnhof
promenade, dressing_room, art_studio",
"Heimat Werbeagentur ...
industrial_area, promenade, martial_arts_gym",
"Morgenland Restauran...
beer_hall, coffee_shop, florist_shop",
"Chamissoplatz
street, florist_shop, coffee_shop",
"Restaurant Jolesch
delicatessen, restaurant, beer_hall",
"Kino Moviemento
booth, bookstore, discotheque",
"Floating University
discotheque, industrial_area, dressing_room",
"Maybachufer
booth, florist_shop, art_studio",
"Bergmannstra e
street, delicatessen, art_studio",
"Ailines
delicatessen, coffee_shop, restaurant",
"Amerika Gedenkbiblio...
booth, bookstore, art_studio",
"Babylon Kreuzberg
booth, dressing_room, discotheque",
"Yellow Sunshine Burg...
delicatessen, beer_hall, street",
"Paul Lincke Ufer
street, dressing_room, promenade",
"Mustafas Gem se Keba...
delicatessen, booth, street",
"Werkbundarchiv Museu...
art_studio, art_gallery, bookstore",
"Kunstraum Kreuzberg ...
art_gallery, booth, art_studio",
"Am Kanal
street, picnic_area, promenade",
"Tommy Weisbecker Hau...
art_studio, discotheque, coffee_shop",
"Berlin Mitte
dressing_room, martial_arts_gym, street",
"Space Hall
bookstore, library, sushi_bar",
"Oranienplatz
street, dressing_room, promenade",
"Prinzessinnengarten
bookstore, beer_hall, art_studio",
"WONDER WAFFEL BERLIN
delicatessen, beer_hall, coffee_shop",
"Bei Schlawinchen
beer_hall, discotheque, dressing_room",
"Restaurant VOLT Berl...
sushi_bar, beer_hall, delicatessen",
"Zoo Aquarium Berlin
discotheque, street, promenade",
"Trinkteufel Kreuzber...
beer_hall, discotheque, pub",
"Der Goldene Hahn
beer_hall, delicatessen, bar",
"Museuminsel Berlin
museum, bookstore, art_gallery",
"Maybachufer Berlin
booth, dressing_room, discotheque",
"Smyrna Kuruyemis
beer_hall, dressing_room, coffee_shop",
"HARDWAX
bookstore, booth, dressing_room",
"Admiral Br cke X Ber...
promenade, discotheque, television_studio",
"Cafe Liebling
coffee_shop, beer_hall, sushi_bar",
"Berliner Mauer Ostbe...
booth, museum, promenade",
"East Side Gallery Be...
art_studio, art_gallery, museum",
"BRYK BAR
beer_hall, bar, sushi_bar",
"Mercedes Benz Arena ...
television_studio, discotheque, booth",
"Brammibals Donuts
coffee_shop, delicatessen, restaurant",
"Matrix Club Berlin
discotheque, television_studio, dressing_room",
"Berlin Wall
art_studio, martial_arts_gym, art_gallery",
"Monterey Bar
beer_hall, bar, discotheque",
"Mercedes Benz Arena ...
martial_arts_gym, discotheque, booth",
"Wonderwall
dressing_room, martial_arts_gym, lawn",
"East Side Gallery
art_studio, museum, street",
"Stargarder Stra e Be...
street, dressing_room, closet",
"ZULA Hummus Caf
delicatessen, coffee_shop, restaurant",
"Mrs Robinsons
delicatessen, coffee_shop, closet",
"NO FIRE NO GLORY
coffee_shop, delicatessen, sushi_bar",
"Joiz Germany
dressing_room, television_studio, martial_arts_gym",
"Allans Breakfast Clu...
delicatessen, coffee_shop, sushi_bar",
"Birra Italian Craft ...
beer_hall, bar, sushi_bar",
"Prenzlauer Allee
street, bookstore, dressing_room",
"Berlin Hermannplatz
street, discotheque, dressing_room",
"Computerspielemuseum
television_studio, discotheque, dressing_room",
"Postdamer Platz
skyscraper, street, promenade",
"Karl Marx Allee
highway, street, discotheque",
"h ppies
delicatessen, florist_shop, coffee_shop",
"Salt n Bone
beer_hall, coffee_shop, sushi_bar",
"Ristorante a Mano
delicatessen, beer_hall, coffee_shop",
"Rosis Berlin
discotheque, dressing_room, television_studio",
"Bekarei
coffee_shop, delicatessen, florist_shop",
"Si An Restaurant Ber...
delicatessen, sushi_bar, beer_hall",
"Caf Neue LIebe
delicatessen, coffee_shop, restaurant",
"Zur Haxe
delicatessen, beer_hall, coffee_shop",
"Spindler Klatt
discotheque, martial_arts_gym, booth",
"Rembrandt Burger
delicatessen, sushi_bar, bookstore",
"Beatport
martial_arts_gym, booth, discotheque",
"Markt am Kollwitzpla...
booth, coffee_shop, delicatessen",
"Nalu Diner
delicatessen, coffee_shop, sushi_bar",
"Volkspark Friedrichs...
picnic_area, lawn, fountain",
"Warschauer Stra e
industrial_area, highway, dressing_room",
"Warschauer Br cke
industrial_area, promenade, street",
"Homemade
coffee_shop, delicatessen, sushi_bar",
"East Side Gallery Be...
booth, art_studio, promenade",
"Simon Dach Stra e
street, dressing_room, closet",
"East Side Gallery
art_studio, art_gallery, booth",
"Karl Marx Allee
street, promenade, martial_arts_gym",
"Yoyo Foodworld
delicatessen, sushi_bar, coffee_shop",
"Bahnhof Berlin Warsc...
promenade, industrial_area, street",
"Wall Museum East Sid...
booth, museum, martial_arts_gym",
"East Side Gallery
art_studio, art_gallery, museum",
"Berlin Wall M hlenst...
booth, art_studio, promenade",
"Marienburger Stra e
delicatessen, florist_shop, street",
"West Side Gallery Be...
art_studio, art_gallery, martial_arts_gym",
"Maria Bonita
delicatessen, street, booth",
"Erntezeit T towierun...
dressing_room, art_gallery, art_studio",
"Chutnify
delicatessen, beer_hall, coffee_shop",
"Capitain Petzel
art_gallery, martial_arts_gym, art_studio",
"Anna Blume
delicatessen, coffee_shop, sushi_bar",
"Lucky Leek
delicatessen, coffee_shop, restaurant",
"Kollwitzplatz
street, dressing_room, florist_shop",
"Crack Bellmer
discotheque, beer_hall, booth",
"Prenzlauer Berg Berl...
street, dressing_room, booth",
"UMAMI Indochinese De...
delicatessen, beer_hall, sushi_bar",
"Berliner Mauer East ...
booth, art_studio, street",
"Frankfurter Tor
industrial_area, street, martial_arts_gym",
"East Side Gallery Be...
promenade, booth, art_studio",
"Blackland Berlin Roc...
discotheque, martial_arts_gym, beer_hall",
"Restaurant Pasternak
delicatessen, beer_hall, booth",
"Bettyn Caty 26
delicatessen, coffee_shop, sushi_bar",
"Tropical Island Berl...
booth, art_studio, dressing_room",
"Bun Bao Finest Asian...
delicatessen, florist_shop, coffee_shop",
"Muse Berlin
delicatessen, sushi_bar, coffee_shop",
"Caf Datscha
delicatessen, beer_hall, coffee_shop",
"Sasaya
delicatessen, sushi_bar, martial_arts_gym",
"CAF CK
coffee_shop, beer_hall, sushi_bar",
"AKEMI Asian Soul Kit...
delicatessen, sushi_bar, discotheque",
"Berghain Panorama Ba...
booth, television_studio, discotheque",
"J gerklause Berlin
beer_hall, discotheque, dressing_room",
"East Side Gallery
promenade, art_studio, booth",
"Winsstra e
closet, street, art_gallery",
"Modersohnbr cke
highway, industrial_area, promenade",
"Ava
discotheque, dressing_room, booth",
"Berlin Prenzlauer Be...
delicatessen, street, dressing_room",
"SowohlAlsAuch
coffee_shop, delicatessen, sushi_bar",
"East Side Gallery
art_studio, art_gallery, martial_arts_gym",
"Delabuu Ice Cream
coffee_shop, museum, beer_hall",
"Wasserturm Prenzlaue...
television_studio, florist_shop, dressing_room",
"Vietnamesisches Rest...
sushi_bar, delicatessen, beer_hall",
"Jubel feine Patisser...
coffee_shop, delicatessen, sushi_bar",
"Berlin Wall Eastside...
booth, art_studio, art_gallery",
"The Wall Of Berlin
art_studio, art_gallery, booth",
"Suicide Sue
coffee_shop, delicatessen, sushi_bar",
"Paules Metal Eck
beer_hall, discotheque, booth",
"Oberbaum Bridge
industrial_area, promenade, bridge",
"Berliner Mauer
booth, art_studio, art_gallery",
"Godshot
coffee_shop, beer_hall, street",
"Fine Bagels
bookstore, coffee_shop, library",
"Eispatisserie Hokey ...
street, dressing_room, coffee_shop",
"Zeiss Gro planetariu...
television_studio, discotheque, dressing_room",
"Lily Burger Steaks B...
delicatessen, beer_hall, sushi_bar",
"Khwan
delicatessen, florist_shop, beer_hall",
"hackesche h fe kino
street, church, television_studio",
"RAMONES MUSEUM BERLI...
booth, bookstore, beer_hall",
"Axel Springer Plug P...
booth, bookstore, discotheque",
"Restaurant Tim Raue
delicatessen, coffee_shop, restaurant",
"Maxim Gorki Theater
booth, dressing_room, television_studio",
"Fassbender Rausch La...
coffee_shop, delicatessen, sushi_bar",
"Vino basilico
delicatessen, sushi_bar, beer_hall",
"Berlin Dome
promenade, church, fountain",
"Mur de Berlin
art_studio, booth, art_gallery",
"Kitkat
discotheque, dressing_room, booth",
"Nikolaikirche Berlin...
street, beer_hall, picnic_area",
"Fassbender Rausch
bookstore, coffee_shop, library",
"Teufelsberg Spy Towe...
art_studio, booth, art_gallery",
"Spreewerkst tten
street, booth, dressing_room",
"Kilkenny Irish Pub B...
beer_hall, bar, dressing_room",
"Museumsinsel
museum, art_gallery, promenade",
"Adidas Originals Sto...
dressing_room, beer_hall, martial_arts_gym",
"Hackendahl
beer_hall, bar, dressing_room",
"The Corner Berlin
street, martial_arts_gym, dressing_room",
"Bar 203 TV Tower Ber...
beer_hall, industrial_area, coffee_shop",
"Spittelmarkt
promenade, dressing_room, street",
"Friedrichstra e
street, dressing_room, discotheque",
"Haufbrau Berlin
beer_hall, delicatessen, dressing_room",
"Hummus Friends
delicatessen, sushi_bar, coffee_shop",
"Weinachstmarkt Alexa...
beer_hall, promenade, sushi_bar",
"Mauerstra e
art_gallery, art_studio, museum",
"Rosenh fe
street, dressing_room, church",
"Brandenburg Tor
promenade, street, martial_arts_gym",
"Checkpoint Charlie
street, promenade, booth",
"Berlin Germany
television_studio, street, promenade",
"Hertie School of Gov...
booth, dressing_room, street",
"Jannowitzbr cke
industrial_area, art_gallery, bridge",
"Stadtmitte
street, dressing_room, coffee_shop",
"Sofitel Berlin Genda...
street, dressing_room, beer_hall",
"Berliner Mauer East ...
art_studio, promenade, art_gallery",
"Checkpoint Charlie
street, booth, coffee_shop",
"Mutter Hoppe
beer_hall, delicatessen, coffee_shop",
"Muro di Berlino
street, art_studio, booth",
"Angiyok Icebar Berli...
discotheque, dressing_room, television_studio",
"Food Lounge Berlin
beer_hall, sushi_bar, delicatessen",
"Branderburg Tor Berl...
promenade, street, martial_arts_gym",
"Monbijoupark
discotheque, picnic_area, martial_arts_gym",
"Dae Mon
delicatessen, sushi_bar, discotheque",
"The Grand
discotheque, dressing_room, beer_hall",
"Hofbr uhaus M nchen ...
beer_hall, delicatessen, booth",
"Checkpoint Charlie
street, booth, promenade",
"The Bird Steakhouse
delicatessen, beer_hall, coffee_shop",
"Dead Chicken Alley
street, church, art_studio",
"Berlin Hi Flyer
industrial_area, booth, skyscraper",
"Checkpoint Charlie
street, booth, promenade",
"d ttir
delicatessen, coffee_shop, sushi_bar",
"BERLIN The Weinmeist...
dressing_room, closet, art_studio",
"BRICKS Berlin
discotheque, dressing_room, beer_hall",
"Brauhaus Georgbr u i...
beer_hall, delicatessen, sushi_bar",
"Berliner Schloss Hum...
industrial_area, highway, street",
"Father Carpenter Cof...
coffee_shop, delicatessen, sushi_bar",
"Friedrichstra e Berl...
street, dressing_room, martial_arts_gym",
"Udon Kobo Ishin
delicatessen, sushi_bar, coffee_shop",
"Motel One Berlin Spi...
coffee_shop, highway, beer_hall",
"Friedrichstra e Berl...
street, dressing_room, industrial_area",
"Rotes Rathaus
booth, street, dressing_room",
"Schinkel Pavillon
booth, art_gallery, dressing_room",
"Park Inn 40th Floor ...
industrial_area, skyscraper, dressing_room",
"Flamingo Fresh Food ...
coffee_shop, delicatessen, discotheque",
"TV tower Berlin
industrial_area, skyscraper, beer_hall",
"Brandenburger Tor
street, dressing_room, promenade",
"Yosoytapasbar
beer_hall, coffee_shop, delicatessen",
"Curry at the Wall Be...
delicatessen, street, coffee_shop",
"Aufsturz
beer_hall, delicatessen, coffee_shop",
"Einstein Kaffee Frie...
coffee_shop, bookstore, booth",
"Ritter Sport Berlin
bookstore, booth, dressing_room",
"Unter den Linden
street, promenade, industrial_area",
"Visions alive
booth, discotheque, martial_arts_gym",
"Nikolaiviertel
street, promenade, dressing_room",
"Friedrichstra e
street, dressing_room, promenade",
"Hotel Casa Camper
coffee_shop, dressing_room, sushi_bar",
"Warschauerstr Berlin
street, beer_hall, promenade",
"Monsterkabinett
art_gallery, art_studio, museum",
"Brauhaus Lemke am Ha...
beer_hall, delicatessen, coffee_shop",
"Vapiano Berlin Alexa...
beer_hall, delicatessen, coffee_shop",
"AlexOase
discotheque, beer_hall, martial_arts_gym",
"Augustiner am Gendar...
delicatessen, beer_hall, restaurant",
"Adina Apartment Hote...
dressing_room, discotheque, beer_hall",
"Museumsinsel
church, promenade, industrial_area",
"n tv RTL Studio Berl...
television_studio, booth, dressing_room",
"Fernseherturm
industrial_area, skyscraper, sushi_bar",
"Galeries Lafayette B...
delicatessen, coffee_shop, street",
"GOOD BANK
delicatessen, florist_shop, sushi_bar",
"NIVEA Haus Berlin
booth, television_studio, dressing_room",
"Berlin Cathedral
street, church, dressing_room",
"Alexanderplatz World...
promenade, street, industrial_area",
"QUA PHE
delicatessen, coffee_shop, sushi_bar",
"Ampelmann Berlin
booth, street, museum",
"Monbijou Park
picnic_area, coffee_shop, lawn",
"Berlin Fernseherturm
industrial_area, skyscraper, highway",
"Nazi Germany
booth, museum, martial_arts_gym",
"Berliner Republik
beer_hall, delicatessen, promenade",
"Sea Life Berlin
discotheque, fountain, library",
"DDB Germany
art_gallery, museum, dressing_room",
"Siegess ule Gro er S...
highway, promenade, industrial_area",
"Torre della televisi...
industrial_area, skyscraper, highway",
"Restaurant Zur Geric...
delicatessen, beer_hall, restaurant",
"Madami
delicatessen, sushi_bar, beer_hall",
"borchardt
discotheque, dressing_room, beer_hall",
"Berlin Friedrichstra...
street, booth, promenade",
"Muro de Berlim
art_studio, street, museum",
"youre welcome
delicatessen, booth, dressing_room",
"Dorotheenstra e
street, highway, skyscraper",
"Weltuhr Am Alexander...
street, booth, promenade",
"Caf Haus Koch Berlin
coffee_shop, delicatessen, florist_shop",
"Bocca di Bacco
delicatessen, street, coffee_shop",
"Axel Springer Passag...
booth, dressing_room, sushi_bar",
"RitterSport Schokowe...
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